-
Notifications
You must be signed in to change notification settings - Fork 29
/
upernet_vit_base_win_rvsa_v3_kvdiff_wsz7_512x512_160k_loveda_dpr10_lr6e5_lrd90_ps16.log.json
3200 lines (3200 loc) · 745 KB
/
upernet_vit_base_win_rvsa_v3_kvdiff_wsz7_512x512_160k_loveda_dpr10_lr6e5_lrd90_ps16.log.json
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
{"env_info": "sys.platform: linux\nPython: 3.8.5 (default, Sep 4 2020, 07:30:14) [GCC 7.3.0]\nCUDA available: True\nGPU 0,1,2,3: A100-SXM4-40GB\nCUDA_HOME: /usr/local/cuda\nNVCC: Build cuda_11.1.TC455_06.29190527_0\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nPyTorch: 1.9.0+cu111\nPyTorch compiling details: PyTorch built with:\n - GCC 7.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.1\n - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86\n - CuDNN 8.0.5\n - Magma 2.5.2\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.9.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, \n\nTorchVision: 0.10.0+cu111\nOpenCV: 4.4.0\nMMCV: 1.4.1\nMMCV Compiler: GCC 7.3\nMMCV CUDA Compiler: 11.1\nMMSegmentation: 0.21.0+", "seed": 188843297, "exp_name": "upernet_vit_base_win_rvsa_v3_kvdiff_wsz7_512x512_160k_loveda_dpr10_lr6e5_lrd90_ps16.py", "mmseg_version": "0.21.0+", "config": "norm_cfg = dict(type='SyncBN', requires_grad=True)\nmodel = dict(\n type='EncoderDecoder',\n pretrained=\n '../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth',\n backbone=dict(\n type='ViT_Win_RVSA_V3_KVDIFF_WSZ7',\n img_size=512,\n embed_dim=768,\n depth=12,\n num_heads=12,\n mlp_ratio=4,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.1,\n use_abs_pos_emb=True,\n patch_size=16,\n out_indices=[3, 5, 7, 11],\n pretrained=\n '../mae-main/output/millionAID_224/1600_0.75_0.00015_0.05_2048/checkpoint-1599.pth'\n ),\n decode_head=dict(\n type='UPerHead',\n in_channels=[768, 768, 768, 768],\n in_index=[0, 1, 2, 3],\n pool_scales=(1, 2, 3, 6),\n channels=512,\n dropout_ratio=0.1,\n num_classes=7,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n align_corners=False,\n loss_decode=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0),\n ignore_index=255),\n auxiliary_head=dict(\n type='FCNHead',\n in_channels=768,\n in_index=2,\n channels=256,\n num_convs=1,\n concat_input=False,\n dropout_ratio=0.1,\n num_classes=7,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n align_corners=False,\n loss_decode=dict(\n type='CrossEntropyLoss', use_sigmoid=False, loss_weight=0.4),\n ignore_index=255),\n train_cfg=dict(),\n test_cfg=dict(mode='slide', stride=(384, 384), crop_size=(512, 512)))\nlog_config = dict(\n interval=50, hooks=[dict(type='TextLoggerHook', by_epoch=False)])\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = None\nresume_from = None\nworkflow = [('train', 1)]\ncudnn_benchmark = True\noptimizer = dict(\n type='AdamW',\n lr=6e-05,\n betas=(0.9, 0.999),\n weight_decay=0.05,\n constructor='LayerDecayOptimizerConstructor',\n paramwise_cfg=dict(num_layers=12, layer_decay_rate=0.9))\noptimizer_config = dict(grad_clip=None)\nlr_config = dict(\n policy='poly',\n warmup='linear',\n warmup_iters=1500,\n warmup_ratio=1e-06,\n power=1.0,\n min_lr=0.0,\n by_epoch=False)\nrunner = dict(type='IterBasedRunner', max_iters=160000)\ncheckpoint_config = dict(by_epoch=False, interval=16000)\nevaluation = dict(interval=16000, metric=['mIoU', 'mFscore'], pre_eval=True)\ndataset_type = 'LoveDADataset'\ndata_root = '/workspace/CV/users/wangdi153/Dataset/loveda_dataset'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ncrop_size = (512, 512)\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', reduce_zero_label=True),\n dict(type='Resize', img_scale=(2048, 512), ratio_range=(0.5, 2.0)),\n dict(type='RandomCrop', crop_size=(512, 512), cat_max_ratio=0.75),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(512, 512), pad_val=0, seg_pad_val=255),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=None,\n img_ratios=[1.0],\n flip=True,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n]\ndata = dict(\n samples_per_gpu=2,\n workers_per_gpu=4,\n train=dict(\n type='LoveDADataset',\n data_root='/workspace/CV/users/wangdi153/Dataset/loveda_dataset',\n img_dir='trainval/images',\n ann_dir='trainval/labels',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', reduce_zero_label=True),\n dict(type='Resize', img_scale=(2048, 512), ratio_range=(0.5, 2.0)),\n dict(type='RandomCrop', crop_size=(512, 512), cat_max_ratio=0.75),\n dict(type='RandomFlip', prob=0.5),\n dict(type='PhotoMetricDistortion'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size=(512, 512), pad_val=0, seg_pad_val=255),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_semantic_seg'])\n ]),\n test=dict(\n type='LoveDADataset',\n data_root='/workspace/CV/users/wangdi153/Dataset/loveda_dataset',\n img_dir='test/images',\n ann_dir='test/labels',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=None,\n img_ratios=[1.0],\n flip=True,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nfind_unused_parameters = True\nwork_dir = './work_dirs/upernet_vit_base_win_rvsa_v3_kvdiff_wsz7_512x512_160k_loveda_dpr10_lr6e5_lrd90_ps16'\ngpu_ids = range(0, 4)\nauto_resume = False\nseed = 188843297\n", "CLASSES": ["background", "building", "road", "water", "barren", "forest", "agricultural"], "PALETTE": [[255, 255, 255], [255, 0, 0], [255, 255, 0], [0, 0, 255], [159, 129, 183], [0, 255, 0], [255, 195, 128]]}
{"mode": "train", "epoch": 1, "iter": 50, "lr": 0.0, "memory": 16676, "data_time": 0.00905, "decode.loss_ce": 1.62697, "decode.acc_seg": 15.69982, "aux.loss_ce": 0.66116, "aux.acc_seg": 9.46488, "loss": 2.28814, "time": 0.33725}
{"mode": "train", "epoch": 1, "iter": 100, "lr": 0.0, "memory": 16676, "data_time": 0.00392, "decode.loss_ce": 1.56683, "decode.acc_seg": 24.32912, "aux.loss_ce": 0.65491, "aux.acc_seg": 10.4032, "loss": 2.22174, "time": 0.25296}
{"mode": "train", "epoch": 1, "iter": 150, "lr": 0.0, "memory": 16676, "data_time": 0.00397, "decode.loss_ce": 1.47299, "decode.acc_seg": 29.57189, "aux.loss_ce": 0.63832, "aux.acc_seg": 15.84057, "loss": 2.11131, "time": 0.25193}
{"mode": "train", "epoch": 1, "iter": 200, "lr": 0.0, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 1.41336, "decode.acc_seg": 37.31667, "aux.loss_ce": 0.6447, "aux.acc_seg": 24.46348, "loss": 2.05806, "time": 0.25248}
{"mode": "train", "epoch": 1, "iter": 250, "lr": 0.0, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 1.28953, "decode.acc_seg": 38.77934, "aux.loss_ce": 0.61294, "aux.acc_seg": 30.38924, "loss": 1.90247, "time": 0.24909}
{"mode": "train", "epoch": 1, "iter": 300, "lr": 0.0, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 1.25564, "decode.acc_seg": 42.85944, "aux.loss_ce": 0.61468, "aux.acc_seg": 37.12859, "loss": 1.87032, "time": 0.24725}
{"mode": "train", "epoch": 1, "iter": 350, "lr": 0.0, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 1.17373, "decode.acc_seg": 41.86758, "aux.loss_ce": 0.58079, "aux.acc_seg": 37.62863, "loss": 1.75452, "time": 0.24203}
{"mode": "train", "epoch": 1, "iter": 400, "lr": 0.0, "memory": 16676, "data_time": 0.00341, "decode.loss_ce": 1.09927, "decode.acc_seg": 43.94529, "aux.loss_ce": 0.55191, "aux.acc_seg": 39.0471, "loss": 1.65118, "time": 0.24069}
{"mode": "train", "epoch": 1, "iter": 450, "lr": 0.0, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 1.07887, "decode.acc_seg": 45.79564, "aux.loss_ce": 0.54507, "aux.acc_seg": 41.85142, "loss": 1.62394, "time": 0.23698}
{"mode": "train", "epoch": 1, "iter": 500, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.96383, "decode.acc_seg": 46.61238, "aux.loss_ce": 0.49583, "aux.acc_seg": 42.70107, "loss": 1.45965, "time": 0.24029}
{"mode": "train", "epoch": 2, "iter": 550, "lr": 1e-05, "memory": 16676, "data_time": 0.04939, "decode.loss_ce": 0.98805, "decode.acc_seg": 49.38573, "aux.loss_ce": 0.49983, "aux.acc_seg": 45.68618, "loss": 1.48788, "time": 0.28837}
{"mode": "train", "epoch": 2, "iter": 600, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.92886, "decode.acc_seg": 50.30565, "aux.loss_ce": 0.46929, "aux.acc_seg": 46.58837, "loss": 1.39814, "time": 0.23683}
{"mode": "train", "epoch": 2, "iter": 650, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.91818, "decode.acc_seg": 52.37546, "aux.loss_ce": 0.46314, "aux.acc_seg": 48.01215, "loss": 1.38132, "time": 0.23738}
{"mode": "train", "epoch": 2, "iter": 700, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.88569, "decode.acc_seg": 53.14492, "aux.loss_ce": 0.44158, "aux.acc_seg": 49.08641, "loss": 1.32726, "time": 0.2371}
{"mode": "train", "epoch": 2, "iter": 750, "lr": 1e-05, "memory": 16676, "data_time": 0.00346, "decode.loss_ce": 0.86291, "decode.acc_seg": 51.96188, "aux.loss_ce": 0.42813, "aux.acc_seg": 47.41743, "loss": 1.29104, "time": 0.23374}
{"mode": "train", "epoch": 2, "iter": 800, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.8066, "decode.acc_seg": 51.92442, "aux.loss_ce": 0.40123, "aux.acc_seg": 46.94808, "loss": 1.20783, "time": 0.23543}
{"mode": "train", "epoch": 2, "iter": 850, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.81002, "decode.acc_seg": 56.47286, "aux.loss_ce": 0.40171, "aux.acc_seg": 52.19088, "loss": 1.21173, "time": 0.2372}
{"mode": "train", "epoch": 2, "iter": 900, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.73655, "decode.acc_seg": 56.55679, "aux.loss_ce": 0.37271, "aux.acc_seg": 51.51906, "loss": 1.10926, "time": 0.23519}
{"mode": "train", "epoch": 2, "iter": 950, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.75585, "decode.acc_seg": 55.44609, "aux.loss_ce": 0.37165, "aux.acc_seg": 51.22046, "loss": 1.1275, "time": 0.23651}
{"mode": "train", "epoch": 2, "iter": 1000, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.7601, "decode.acc_seg": 57.71422, "aux.loss_ce": 0.37067, "aux.acc_seg": 53.35076, "loss": 1.13077, "time": 0.23527}
{"mode": "train", "epoch": 3, "iter": 1050, "lr": 1e-05, "memory": 16676, "data_time": 0.05018, "decode.loss_ce": 0.77644, "decode.acc_seg": 54.86696, "aux.loss_ce": 0.36539, "aux.acc_seg": 51.1518, "loss": 1.14184, "time": 0.28242}
{"mode": "train", "epoch": 3, "iter": 1100, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.71846, "decode.acc_seg": 57.47158, "aux.loss_ce": 0.34813, "aux.acc_seg": 53.91757, "loss": 1.06659, "time": 0.23395}
{"mode": "train", "epoch": 3, "iter": 1150, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.72768, "decode.acc_seg": 56.86368, "aux.loss_ce": 0.34214, "aux.acc_seg": 54.67333, "loss": 1.06982, "time": 0.23556}
{"mode": "train", "epoch": 3, "iter": 1200, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.71214, "decode.acc_seg": 57.99843, "aux.loss_ce": 0.33593, "aux.acc_seg": 55.32639, "loss": 1.04807, "time": 0.23477}
{"mode": "train", "epoch": 3, "iter": 1250, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.6879, "decode.acc_seg": 56.09376, "aux.loss_ce": 0.31768, "aux.acc_seg": 54.27354, "loss": 1.00559, "time": 0.23467}
{"mode": "train", "epoch": 3, "iter": 1300, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.67838, "decode.acc_seg": 57.52608, "aux.loss_ce": 0.30964, "aux.acc_seg": 55.89119, "loss": 0.98802, "time": 0.23409}
{"mode": "train", "epoch": 3, "iter": 1350, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.68544, "decode.acc_seg": 56.44919, "aux.loss_ce": 0.30939, "aux.acc_seg": 54.62826, "loss": 0.99483, "time": 0.23455}
{"mode": "train", "epoch": 3, "iter": 1400, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.64193, "decode.acc_seg": 56.20936, "aux.loss_ce": 0.29265, "aux.acc_seg": 53.72324, "loss": 0.93457, "time": 0.23426}
{"mode": "train", "epoch": 3, "iter": 1450, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.65098, "decode.acc_seg": 59.0959, "aux.loss_ce": 0.29461, "aux.acc_seg": 56.7041, "loss": 0.94559, "time": 0.23641}
{"mode": "train", "epoch": 3, "iter": 1500, "lr": 2e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.62345, "decode.acc_seg": 57.17649, "aux.loss_ce": 0.28236, "aux.acc_seg": 55.7906, "loss": 0.90581, "time": 0.23229}
{"mode": "train", "epoch": 3, "iter": 1550, "lr": 2e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.70759, "decode.acc_seg": 57.1694, "aux.loss_ce": 0.30891, "aux.acc_seg": 56.18858, "loss": 1.01649, "time": 0.23357}
{"mode": "train", "epoch": 4, "iter": 1600, "lr": 2e-05, "memory": 16676, "data_time": 0.04962, "decode.loss_ce": 0.66089, "decode.acc_seg": 59.70897, "aux.loss_ce": 0.29699, "aux.acc_seg": 57.56394, "loss": 0.95788, "time": 0.28541}
{"mode": "train", "epoch": 4, "iter": 1650, "lr": 2e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.6417, "decode.acc_seg": 58.95894, "aux.loss_ce": 0.28696, "aux.acc_seg": 56.98447, "loss": 0.92866, "time": 0.23569}
{"mode": "train", "epoch": 4, "iter": 1700, "lr": 2e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.65437, "decode.acc_seg": 60.10651, "aux.loss_ce": 0.29142, "aux.acc_seg": 58.65345, "loss": 0.94579, "time": 0.23608}
{"mode": "train", "epoch": 4, "iter": 1750, "lr": 2e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.60329, "decode.acc_seg": 58.26522, "aux.loss_ce": 0.26928, "aux.acc_seg": 56.74852, "loss": 0.87257, "time": 0.23469}
{"mode": "train", "epoch": 4, "iter": 1800, "lr": 2e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.63785, "decode.acc_seg": 56.84675, "aux.loss_ce": 0.28016, "aux.acc_seg": 55.3007, "loss": 0.91801, "time": 0.23397}
{"mode": "train", "epoch": 4, "iter": 1850, "lr": 2e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.6265, "decode.acc_seg": 58.32306, "aux.loss_ce": 0.27475, "aux.acc_seg": 57.36332, "loss": 0.90125, "time": 0.23464}
{"mode": "train", "epoch": 4, "iter": 1900, "lr": 2e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.61004, "decode.acc_seg": 60.68846, "aux.loss_ce": 0.26804, "aux.acc_seg": 59.13251, "loss": 0.87807, "time": 0.2359}
{"mode": "train", "epoch": 4, "iter": 1950, "lr": 2e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.63101, "decode.acc_seg": 59.90515, "aux.loss_ce": 0.27559, "aux.acc_seg": 58.28549, "loss": 0.9066, "time": 0.23267}
{"mode": "train", "epoch": 4, "iter": 2000, "lr": 2e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.62497, "decode.acc_seg": 57.90922, "aux.loss_ce": 0.27131, "aux.acc_seg": 56.68427, "loss": 0.89628, "time": 0.23418}
{"mode": "train", "epoch": 4, "iter": 2050, "lr": 2e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.62499, "decode.acc_seg": 60.4504, "aux.loss_ce": 0.27156, "aux.acc_seg": 59.28837, "loss": 0.89656, "time": 0.23473}
{"mode": "train", "epoch": 5, "iter": 2100, "lr": 2e-05, "memory": 16676, "data_time": 0.05067, "decode.loss_ce": 0.64864, "decode.acc_seg": 58.64324, "aux.loss_ce": 0.27908, "aux.acc_seg": 57.28584, "loss": 0.92771, "time": 0.28289}
{"mode": "train", "epoch": 5, "iter": 2150, "lr": 2e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.58228, "decode.acc_seg": 60.60147, "aux.loss_ce": 0.25391, "aux.acc_seg": 59.33511, "loss": 0.8362, "time": 0.23574}
{"mode": "train", "epoch": 5, "iter": 2200, "lr": 2e-05, "memory": 16676, "data_time": 0.00344, "decode.loss_ce": 0.60288, "decode.acc_seg": 60.50212, "aux.loss_ce": 0.26173, "aux.acc_seg": 58.99628, "loss": 0.86462, "time": 0.23581}
{"mode": "train", "epoch": 5, "iter": 2250, "lr": 2e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.58763, "decode.acc_seg": 60.65774, "aux.loss_ce": 0.254, "aux.acc_seg": 59.55522, "loss": 0.84163, "time": 0.23481}
{"mode": "train", "epoch": 5, "iter": 2300, "lr": 2e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.58525, "decode.acc_seg": 60.45921, "aux.loss_ce": 0.2553, "aux.acc_seg": 59.30647, "loss": 0.84055, "time": 0.23581}
{"mode": "train", "epoch": 5, "iter": 2350, "lr": 2e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.60584, "decode.acc_seg": 60.65763, "aux.loss_ce": 0.26421, "aux.acc_seg": 59.14695, "loss": 0.87004, "time": 0.23636}
{"mode": "train", "epoch": 5, "iter": 2400, "lr": 2e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.60011, "decode.acc_seg": 61.65673, "aux.loss_ce": 0.26343, "aux.acc_seg": 60.26121, "loss": 0.86353, "time": 0.23327}
{"mode": "train", "epoch": 5, "iter": 2450, "lr": 2e-05, "memory": 16676, "data_time": 0.00343, "decode.loss_ce": 0.60231, "decode.acc_seg": 62.75076, "aux.loss_ce": 0.26746, "aux.acc_seg": 61.05622, "loss": 0.86978, "time": 0.23433}
{"mode": "train", "epoch": 5, "iter": 2500, "lr": 2e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.59455, "decode.acc_seg": 61.97741, "aux.loss_ce": 0.25812, "aux.acc_seg": 60.85544, "loss": 0.85266, "time": 0.23513}
{"mode": "train", "epoch": 5, "iter": 2550, "lr": 2e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.58092, "decode.acc_seg": 60.90837, "aux.loss_ce": 0.25293, "aux.acc_seg": 59.71414, "loss": 0.83385, "time": 0.23152}
{"mode": "train", "epoch": 5, "iter": 2600, "lr": 2e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.57673, "decode.acc_seg": 61.64231, "aux.loss_ce": 0.25218, "aux.acc_seg": 60.12306, "loss": 0.82892, "time": 0.23732}
{"mode": "train", "epoch": 6, "iter": 2650, "lr": 1e-05, "memory": 16676, "data_time": 0.05034, "decode.loss_ce": 0.61332, "decode.acc_seg": 61.4321, "aux.loss_ce": 0.26818, "aux.acc_seg": 59.95529, "loss": 0.8815, "time": 0.28336}
{"mode": "train", "epoch": 6, "iter": 2700, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.57971, "decode.acc_seg": 62.58132, "aux.loss_ce": 0.25371, "aux.acc_seg": 60.9371, "loss": 0.83342, "time": 0.23481}
{"mode": "train", "epoch": 6, "iter": 2750, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.52746, "decode.acc_seg": 60.98308, "aux.loss_ce": 0.23377, "aux.acc_seg": 59.3408, "loss": 0.76123, "time": 0.23538}
{"mode": "train", "epoch": 6, "iter": 2800, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.56375, "decode.acc_seg": 60.84946, "aux.loss_ce": 0.24874, "aux.acc_seg": 59.48733, "loss": 0.81249, "time": 0.23566}
{"mode": "train", "epoch": 6, "iter": 2850, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.54747, "decode.acc_seg": 62.35725, "aux.loss_ce": 0.23957, "aux.acc_seg": 60.91081, "loss": 0.78704, "time": 0.23577}
{"mode": "train", "epoch": 6, "iter": 2900, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.57805, "decode.acc_seg": 61.397, "aux.loss_ce": 0.25254, "aux.acc_seg": 59.74481, "loss": 0.83059, "time": 0.23425}
{"mode": "train", "epoch": 6, "iter": 2950, "lr": 1e-05, "memory": 16676, "data_time": 0.00478, "decode.loss_ce": 0.56393, "decode.acc_seg": 60.96523, "aux.loss_ce": 0.24202, "aux.acc_seg": 59.71364, "loss": 0.80595, "time": 0.2373}
{"mode": "train", "epoch": 6, "iter": 3000, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.57648, "decode.acc_seg": 61.89465, "aux.loss_ce": 0.25139, "aux.acc_seg": 60.22344, "loss": 0.82787, "time": 0.23811}
{"mode": "train", "epoch": 6, "iter": 3050, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.5559, "decode.acc_seg": 63.79251, "aux.loss_ce": 0.24427, "aux.acc_seg": 62.27644, "loss": 0.80017, "time": 0.23467}
{"mode": "train", "epoch": 6, "iter": 3100, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.57059, "decode.acc_seg": 63.11101, "aux.loss_ce": 0.2509, "aux.acc_seg": 61.43846, "loss": 0.82149, "time": 0.23396}
{"mode": "train", "epoch": 7, "iter": 3150, "lr": 1e-05, "memory": 16676, "data_time": 0.05109, "decode.loss_ce": 0.58305, "decode.acc_seg": 64.45107, "aux.loss_ce": 0.25512, "aux.acc_seg": 63.04089, "loss": 0.83816, "time": 0.28126}
{"mode": "train", "epoch": 7, "iter": 3200, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.5398, "decode.acc_seg": 61.98242, "aux.loss_ce": 0.23846, "aux.acc_seg": 60.31951, "loss": 0.77826, "time": 0.23419}
{"mode": "train", "epoch": 7, "iter": 3250, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.54023, "decode.acc_seg": 61.30713, "aux.loss_ce": 0.23325, "aux.acc_seg": 59.98689, "loss": 0.77347, "time": 0.23615}
{"mode": "train", "epoch": 7, "iter": 3300, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.53806, "decode.acc_seg": 60.99125, "aux.loss_ce": 0.23372, "aux.acc_seg": 59.76669, "loss": 0.77178, "time": 0.23455}
{"mode": "train", "epoch": 7, "iter": 3350, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.53535, "decode.acc_seg": 61.02941, "aux.loss_ce": 0.23033, "aux.acc_seg": 59.72538, "loss": 0.76568, "time": 0.23234}
{"mode": "train", "epoch": 7, "iter": 3400, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.52419, "decode.acc_seg": 62.15825, "aux.loss_ce": 0.23032, "aux.acc_seg": 61.04171, "loss": 0.75451, "time": 0.23403}
{"mode": "train", "epoch": 7, "iter": 3450, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.55963, "decode.acc_seg": 60.25887, "aux.loss_ce": 0.24058, "aux.acc_seg": 59.48623, "loss": 0.80021, "time": 0.2363}
{"mode": "train", "epoch": 7, "iter": 3500, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.53495, "decode.acc_seg": 63.13489, "aux.loss_ce": 0.23578, "aux.acc_seg": 61.78824, "loss": 0.77073, "time": 0.23497}
{"mode": "train", "epoch": 7, "iter": 3550, "lr": 1e-05, "memory": 16676, "data_time": 0.00347, "decode.loss_ce": 0.57227, "decode.acc_seg": 62.57522, "aux.loss_ce": 0.25127, "aux.acc_seg": 60.73082, "loss": 0.82355, "time": 0.23474}
{"mode": "train", "epoch": 7, "iter": 3600, "lr": 1e-05, "memory": 16676, "data_time": 0.00345, "decode.loss_ce": 0.56847, "decode.acc_seg": 61.35694, "aux.loss_ce": 0.24559, "aux.acc_seg": 60.08378, "loss": 0.81406, "time": 0.2344}
{"mode": "train", "epoch": 7, "iter": 3650, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.56771, "decode.acc_seg": 63.0897, "aux.loss_ce": 0.24598, "aux.acc_seg": 61.83915, "loss": 0.81369, "time": 0.23404}
{"mode": "train", "epoch": 8, "iter": 3700, "lr": 1e-05, "memory": 16676, "data_time": 0.05065, "decode.loss_ce": 0.56326, "decode.acc_seg": 63.24628, "aux.loss_ce": 0.24826, "aux.acc_seg": 61.25296, "loss": 0.81153, "time": 0.28568}
{"mode": "train", "epoch": 8, "iter": 3750, "lr": 1e-05, "memory": 16676, "data_time": 0.00341, "decode.loss_ce": 0.52109, "decode.acc_seg": 64.93978, "aux.loss_ce": 0.23288, "aux.acc_seg": 63.05724, "loss": 0.75397, "time": 0.23446}
{"mode": "train", "epoch": 8, "iter": 3800, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.57312, "decode.acc_seg": 61.74373, "aux.loss_ce": 0.24909, "aux.acc_seg": 60.34892, "loss": 0.82222, "time": 0.23433}
{"mode": "train", "epoch": 8, "iter": 3850, "lr": 1e-05, "memory": 16676, "data_time": 0.00348, "decode.loss_ce": 0.52599, "decode.acc_seg": 62.9601, "aux.loss_ce": 0.2253, "aux.acc_seg": 61.83736, "loss": 0.75129, "time": 0.23401}
{"mode": "train", "epoch": 8, "iter": 3900, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.5607, "decode.acc_seg": 63.17342, "aux.loss_ce": 0.24547, "aux.acc_seg": 61.27496, "loss": 0.80618, "time": 0.23427}
{"mode": "train", "epoch": 8, "iter": 3950, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.55377, "decode.acc_seg": 64.06998, "aux.loss_ce": 0.23929, "aux.acc_seg": 62.7791, "loss": 0.79306, "time": 0.23329}
{"mode": "train", "epoch": 8, "iter": 4000, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.53502, "decode.acc_seg": 63.9799, "aux.loss_ce": 0.2345, "aux.acc_seg": 62.41201, "loss": 0.76952, "time": 0.23413}
{"mode": "train", "epoch": 8, "iter": 4050, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.50769, "decode.acc_seg": 64.08413, "aux.loss_ce": 0.22061, "aux.acc_seg": 62.73767, "loss": 0.7283, "time": 0.2335}
{"mode": "train", "epoch": 8, "iter": 4100, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.50748, "decode.acc_seg": 64.31747, "aux.loss_ce": 0.22829, "aux.acc_seg": 62.6083, "loss": 0.73577, "time": 0.23481}
{"mode": "train", "epoch": 8, "iter": 4150, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.55636, "decode.acc_seg": 63.7379, "aux.loss_ce": 0.24275, "aux.acc_seg": 62.41942, "loss": 0.79911, "time": 0.23506}
{"mode": "train", "epoch": 9, "iter": 4200, "lr": 1e-05, "memory": 16676, "data_time": 0.05166, "decode.loss_ce": 0.50959, "decode.acc_seg": 62.12079, "aux.loss_ce": 0.22177, "aux.acc_seg": 60.77665, "loss": 0.73136, "time": 0.28103}
{"mode": "train", "epoch": 9, "iter": 4250, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.50722, "decode.acc_seg": 62.33707, "aux.loss_ce": 0.22207, "aux.acc_seg": 60.58928, "loss": 0.7293, "time": 0.23366}
{"mode": "train", "epoch": 9, "iter": 4300, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.52509, "decode.acc_seg": 63.05994, "aux.loss_ce": 0.23111, "aux.acc_seg": 61.61121, "loss": 0.7562, "time": 0.23396}
{"mode": "train", "epoch": 9, "iter": 4350, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.51142, "decode.acc_seg": 62.36912, "aux.loss_ce": 0.22953, "aux.acc_seg": 60.2161, "loss": 0.74095, "time": 0.23296}
{"mode": "train", "epoch": 9, "iter": 4400, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.53195, "decode.acc_seg": 65.15258, "aux.loss_ce": 0.23535, "aux.acc_seg": 63.55241, "loss": 0.7673, "time": 0.23433}
{"mode": "train", "epoch": 9, "iter": 4450, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.51749, "decode.acc_seg": 64.04637, "aux.loss_ce": 0.22713, "aux.acc_seg": 62.51764, "loss": 0.74462, "time": 0.23221}
{"mode": "train", "epoch": 9, "iter": 4500, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.54013, "decode.acc_seg": 63.53371, "aux.loss_ce": 0.23465, "aux.acc_seg": 61.8944, "loss": 0.77478, "time": 0.23457}
{"mode": "train", "epoch": 9, "iter": 4550, "lr": 1e-05, "memory": 16676, "data_time": 0.00342, "decode.loss_ce": 0.48315, "decode.acc_seg": 64.18969, "aux.loss_ce": 0.21667, "aux.acc_seg": 61.94845, "loss": 0.69982, "time": 0.23335}
{"mode": "train", "epoch": 9, "iter": 4600, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.52149, "decode.acc_seg": 63.85672, "aux.loss_ce": 0.22711, "aux.acc_seg": 62.31138, "loss": 0.7486, "time": 0.23673}
{"mode": "train", "epoch": 9, "iter": 4650, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.52583, "decode.acc_seg": 63.55534, "aux.loss_ce": 0.22862, "aux.acc_seg": 62.35844, "loss": 0.75445, "time": 0.23379}
{"mode": "train", "epoch": 9, "iter": 4700, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.5594, "decode.acc_seg": 63.38957, "aux.loss_ce": 0.24448, "aux.acc_seg": 61.79339, "loss": 0.80388, "time": 0.23291}
{"mode": "train", "epoch": 10, "iter": 4750, "lr": 1e-05, "memory": 16676, "data_time": 0.05342, "decode.loss_ce": 0.52926, "decode.acc_seg": 64.89057, "aux.loss_ce": 0.23131, "aux.acc_seg": 63.13729, "loss": 0.76057, "time": 0.2824}
{"mode": "train", "epoch": 10, "iter": 4800, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.48454, "decode.acc_seg": 63.82799, "aux.loss_ce": 0.21641, "aux.acc_seg": 61.83125, "loss": 0.70095, "time": 0.23526}
{"mode": "train", "epoch": 10, "iter": 4850, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.52897, "decode.acc_seg": 62.38353, "aux.loss_ce": 0.23031, "aux.acc_seg": 61.10475, "loss": 0.75928, "time": 0.23647}
{"mode": "train", "epoch": 10, "iter": 4900, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.49901, "decode.acc_seg": 63.32567, "aux.loss_ce": 0.22027, "aux.acc_seg": 61.31876, "loss": 0.71928, "time": 0.23712}
{"mode": "train", "epoch": 10, "iter": 4950, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.47722, "decode.acc_seg": 64.35947, "aux.loss_ce": 0.2089, "aux.acc_seg": 63.02106, "loss": 0.68612, "time": 0.23197}
{"mode": "train", "epoch": 10, "iter": 5000, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.5061, "decode.acc_seg": 62.11377, "aux.loss_ce": 0.22298, "aux.acc_seg": 60.33963, "loss": 0.72909, "time": 0.23657}
{"mode": "train", "epoch": 10, "iter": 5050, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.51353, "decode.acc_seg": 64.09278, "aux.loss_ce": 0.2246, "aux.acc_seg": 62.72736, "loss": 0.73813, "time": 0.23418}
{"mode": "train", "epoch": 10, "iter": 5100, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.50735, "decode.acc_seg": 64.67412, "aux.loss_ce": 0.2217, "aux.acc_seg": 62.88167, "loss": 0.72905, "time": 0.23428}
{"mode": "train", "epoch": 10, "iter": 5150, "lr": 1e-05, "memory": 16676, "data_time": 0.00337, "decode.loss_ce": 0.51623, "decode.acc_seg": 63.24766, "aux.loss_ce": 0.22654, "aux.acc_seg": 61.38502, "loss": 0.74277, "time": 0.23403}
{"mode": "train", "epoch": 10, "iter": 5200, "lr": 1e-05, "memory": 16676, "data_time": 0.00336, "decode.loss_ce": 0.50097, "decode.acc_seg": 64.69381, "aux.loss_ce": 0.21818, "aux.acc_seg": 63.49483, "loss": 0.71914, "time": 0.23447}
{"mode": "train", "epoch": 11, "iter": 5250, "lr": 1e-05, "memory": 16676, "data_time": 0.05017, "decode.loss_ce": 0.48125, "decode.acc_seg": 65.64009, "aux.loss_ce": 0.21079, "aux.acc_seg": 64.23966, "loss": 0.69204, "time": 0.28581}
{"mode": "train", "epoch": 11, "iter": 5300, "lr": 1e-05, "memory": 16676, "data_time": 0.00344, "decode.loss_ce": 0.48254, "decode.acc_seg": 65.28749, "aux.loss_ce": 0.21699, "aux.acc_seg": 63.5774, "loss": 0.69953, "time": 0.23304}
{"mode": "train", "epoch": 11, "iter": 5350, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.47239, "decode.acc_seg": 66.12931, "aux.loss_ce": 0.21299, "aux.acc_seg": 64.0766, "loss": 0.68537, "time": 0.23304}
{"mode": "train", "epoch": 11, "iter": 5400, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.49536, "decode.acc_seg": 63.30801, "aux.loss_ce": 0.21811, "aux.acc_seg": 61.82958, "loss": 0.71347, "time": 0.23437}
{"mode": "train", "epoch": 11, "iter": 5450, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.46214, "decode.acc_seg": 64.47523, "aux.loss_ce": 0.21079, "aux.acc_seg": 62.18086, "loss": 0.67293, "time": 0.23403}
{"mode": "train", "epoch": 11, "iter": 5500, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.52401, "decode.acc_seg": 63.35215, "aux.loss_ce": 0.22671, "aux.acc_seg": 61.76382, "loss": 0.75072, "time": 0.23588}
{"mode": "train", "epoch": 11, "iter": 5550, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.51559, "decode.acc_seg": 63.37492, "aux.loss_ce": 0.22086, "aux.acc_seg": 62.40406, "loss": 0.73645, "time": 0.23317}
{"mode": "train", "epoch": 11, "iter": 5600, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.52023, "decode.acc_seg": 62.54871, "aux.loss_ce": 0.22982, "aux.acc_seg": 60.31378, "loss": 0.75006, "time": 0.23701}
{"mode": "train", "epoch": 11, "iter": 5650, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.47655, "decode.acc_seg": 64.80728, "aux.loss_ce": 0.20885, "aux.acc_seg": 63.57386, "loss": 0.6854, "time": 0.23439}
{"mode": "train", "epoch": 11, "iter": 5700, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.49863, "decode.acc_seg": 65.07632, "aux.loss_ce": 0.22035, "aux.acc_seg": 63.47484, "loss": 0.71897, "time": 0.23481}
{"mode": "train", "epoch": 11, "iter": 5750, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.45372, "decode.acc_seg": 63.96198, "aux.loss_ce": 0.19639, "aux.acc_seg": 62.80351, "loss": 0.6501, "time": 0.23393}
{"mode": "train", "epoch": 12, "iter": 5800, "lr": 1e-05, "memory": 16676, "data_time": 0.05242, "decode.loss_ce": 0.49263, "decode.acc_seg": 64.72239, "aux.loss_ce": 0.21776, "aux.acc_seg": 63.07318, "loss": 0.71039, "time": 0.28675}
{"mode": "train", "epoch": 12, "iter": 5850, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.4643, "decode.acc_seg": 65.0893, "aux.loss_ce": 0.20422, "aux.acc_seg": 64.11817, "loss": 0.66853, "time": 0.23368}
{"mode": "train", "epoch": 12, "iter": 5900, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.51046, "decode.acc_seg": 65.36077, "aux.loss_ce": 0.221, "aux.acc_seg": 64.06561, "loss": 0.73146, "time": 0.23619}
{"mode": "train", "epoch": 12, "iter": 5950, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.47113, "decode.acc_seg": 63.60865, "aux.loss_ce": 0.20828, "aux.acc_seg": 62.03719, "loss": 0.67941, "time": 0.2351}
{"mode": "train", "epoch": 12, "iter": 6000, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.48952, "decode.acc_seg": 63.56451, "aux.loss_ce": 0.21995, "aux.acc_seg": 61.50297, "loss": 0.70948, "time": 0.23544}
{"mode": "train", "epoch": 12, "iter": 6050, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.50089, "decode.acc_seg": 65.33211, "aux.loss_ce": 0.22169, "aux.acc_seg": 63.50682, "loss": 0.72258, "time": 0.23442}
{"mode": "train", "epoch": 12, "iter": 6100, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.4872, "decode.acc_seg": 65.21608, "aux.loss_ce": 0.21818, "aux.acc_seg": 63.3324, "loss": 0.70538, "time": 0.23726}
{"mode": "train", "epoch": 12, "iter": 6150, "lr": 1e-05, "memory": 16676, "data_time": 0.00392, "decode.loss_ce": 0.48987, "decode.acc_seg": 63.93086, "aux.loss_ce": 0.21722, "aux.acc_seg": 62.2416, "loss": 0.70709, "time": 0.23729}
{"mode": "train", "epoch": 12, "iter": 6200, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.4886, "decode.acc_seg": 65.53135, "aux.loss_ce": 0.21644, "aux.acc_seg": 63.76872, "loss": 0.70504, "time": 0.23677}
{"mode": "train", "epoch": 12, "iter": 6250, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.48614, "decode.acc_seg": 65.84479, "aux.loss_ce": 0.21467, "aux.acc_seg": 63.86189, "loss": 0.70081, "time": 0.23596}
{"mode": "train", "epoch": 13, "iter": 6300, "lr": 1e-05, "memory": 16676, "data_time": 0.05243, "decode.loss_ce": 0.45705, "decode.acc_seg": 64.01534, "aux.loss_ce": 0.20289, "aux.acc_seg": 62.16106, "loss": 0.65993, "time": 0.28149}
{"mode": "train", "epoch": 13, "iter": 6350, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.45479, "decode.acc_seg": 62.62932, "aux.loss_ce": 0.202, "aux.acc_seg": 61.17843, "loss": 0.65678, "time": 0.23424}
{"mode": "train", "epoch": 13, "iter": 6400, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.50549, "decode.acc_seg": 64.50426, "aux.loss_ce": 0.22068, "aux.acc_seg": 62.61028, "loss": 0.72617, "time": 0.23429}
{"mode": "train", "epoch": 13, "iter": 6450, "lr": 1e-05, "memory": 16676, "data_time": 0.00345, "decode.loss_ce": 0.49985, "decode.acc_seg": 65.49129, "aux.loss_ce": 0.21849, "aux.acc_seg": 63.77339, "loss": 0.71834, "time": 0.23347}
{"mode": "train", "epoch": 13, "iter": 6500, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.51741, "decode.acc_seg": 63.77186, "aux.loss_ce": 0.22196, "aux.acc_seg": 62.34649, "loss": 0.73937, "time": 0.23462}
{"mode": "train", "epoch": 13, "iter": 6550, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.48127, "decode.acc_seg": 65.90511, "aux.loss_ce": 0.21028, "aux.acc_seg": 64.05987, "loss": 0.69154, "time": 0.23506}
{"mode": "train", "epoch": 13, "iter": 6600, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.45505, "decode.acc_seg": 63.46868, "aux.loss_ce": 0.20161, "aux.acc_seg": 61.84885, "loss": 0.65666, "time": 0.23257}
{"mode": "train", "epoch": 13, "iter": 6650, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.46582, "decode.acc_seg": 64.893, "aux.loss_ce": 0.20569, "aux.acc_seg": 63.30957, "loss": 0.67152, "time": 0.23454}
{"mode": "train", "epoch": 13, "iter": 6700, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.44803, "decode.acc_seg": 63.43427, "aux.loss_ce": 0.19907, "aux.acc_seg": 61.79413, "loss": 0.6471, "time": 0.23507}
{"mode": "train", "epoch": 13, "iter": 6750, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.47947, "decode.acc_seg": 62.65726, "aux.loss_ce": 0.20899, "aux.acc_seg": 61.16023, "loss": 0.68845, "time": 0.23594}
{"mode": "train", "epoch": 13, "iter": 6800, "lr": 1e-05, "memory": 16676, "data_time": 0.00345, "decode.loss_ce": 0.45759, "decode.acc_seg": 64.04328, "aux.loss_ce": 0.20166, "aux.acc_seg": 62.81461, "loss": 0.65925, "time": 0.23272}
{"mode": "train", "epoch": 14, "iter": 6850, "lr": 1e-05, "memory": 16676, "data_time": 0.05097, "decode.loss_ce": 0.47243, "decode.acc_seg": 65.56573, "aux.loss_ce": 0.21086, "aux.acc_seg": 63.68459, "loss": 0.6833, "time": 0.282}
{"mode": "train", "epoch": 14, "iter": 6900, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.4356, "decode.acc_seg": 64.27715, "aux.loss_ce": 0.19701, "aux.acc_seg": 62.56191, "loss": 0.63261, "time": 0.23335}
{"mode": "train", "epoch": 14, "iter": 6950, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.45962, "decode.acc_seg": 66.52151, "aux.loss_ce": 0.20953, "aux.acc_seg": 64.40467, "loss": 0.66915, "time": 0.23244}
{"mode": "train", "epoch": 14, "iter": 7000, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.47777, "decode.acc_seg": 63.3979, "aux.loss_ce": 0.20878, "aux.acc_seg": 62.29913, "loss": 0.68655, "time": 0.2328}
{"mode": "train", "epoch": 14, "iter": 7050, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.44216, "decode.acc_seg": 64.24576, "aux.loss_ce": 0.19782, "aux.acc_seg": 62.3709, "loss": 0.63998, "time": 0.23315}
{"mode": "train", "epoch": 14, "iter": 7100, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.4673, "decode.acc_seg": 65.46564, "aux.loss_ce": 0.2076, "aux.acc_seg": 63.89855, "loss": 0.6749, "time": 0.23337}
{"mode": "train", "epoch": 14, "iter": 7150, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.44318, "decode.acc_seg": 64.66917, "aux.loss_ce": 0.19936, "aux.acc_seg": 62.63935, "loss": 0.64254, "time": 0.23268}
{"mode": "train", "epoch": 14, "iter": 7200, "lr": 1e-05, "memory": 16676, "data_time": 0.00397, "decode.loss_ce": 0.4334, "decode.acc_seg": 66.6856, "aux.loss_ce": 0.19417, "aux.acc_seg": 65.0563, "loss": 0.62757, "time": 0.23217}
{"mode": "train", "epoch": 14, "iter": 7250, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.461, "decode.acc_seg": 66.73003, "aux.loss_ce": 0.2057, "aux.acc_seg": 65.2289, "loss": 0.6667, "time": 0.23468}
{"mode": "train", "epoch": 14, "iter": 7300, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.48512, "decode.acc_seg": 66.20349, "aux.loss_ce": 0.21202, "aux.acc_seg": 64.55142, "loss": 0.69714, "time": 0.23499}
{"mode": "train", "epoch": 15, "iter": 7350, "lr": 1e-05, "memory": 16676, "data_time": 0.05062, "decode.loss_ce": 0.48332, "decode.acc_seg": 64.83945, "aux.loss_ce": 0.21198, "aux.acc_seg": 63.35581, "loss": 0.6953, "time": 0.28392}
{"mode": "train", "epoch": 15, "iter": 7400, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.43983, "decode.acc_seg": 64.93932, "aux.loss_ce": 0.1976, "aux.acc_seg": 63.10302, "loss": 0.63743, "time": 0.23249}
{"mode": "train", "epoch": 15, "iter": 7450, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.4313, "decode.acc_seg": 65.29999, "aux.loss_ce": 0.19614, "aux.acc_seg": 63.36489, "loss": 0.62744, "time": 0.23202}
{"mode": "train", "epoch": 15, "iter": 7500, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.46688, "decode.acc_seg": 66.83674, "aux.loss_ce": 0.20737, "aux.acc_seg": 64.97568, "loss": 0.67425, "time": 0.23555}
{"mode": "train", "epoch": 15, "iter": 7550, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.46599, "decode.acc_seg": 65.80603, "aux.loss_ce": 0.20815, "aux.acc_seg": 63.87042, "loss": 0.67414, "time": 0.2348}
{"mode": "train", "epoch": 15, "iter": 7600, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.48749, "decode.acc_seg": 66.89198, "aux.loss_ce": 0.2141, "aux.acc_seg": 65.44716, "loss": 0.70159, "time": 0.23433}
{"mode": "train", "epoch": 15, "iter": 7650, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.4383, "decode.acc_seg": 64.4843, "aux.loss_ce": 0.19569, "aux.acc_seg": 62.72005, "loss": 0.63398, "time": 0.23551}
{"mode": "train", "epoch": 15, "iter": 7700, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.46778, "decode.acc_seg": 64.74199, "aux.loss_ce": 0.20455, "aux.acc_seg": 63.16243, "loss": 0.67233, "time": 0.23293}
{"mode": "train", "epoch": 15, "iter": 7750, "lr": 1e-05, "memory": 16676, "data_time": 0.00348, "decode.loss_ce": 0.44241, "decode.acc_seg": 65.50426, "aux.loss_ce": 0.19799, "aux.acc_seg": 63.76679, "loss": 0.6404, "time": 0.23595}
{"mode": "train", "epoch": 15, "iter": 7800, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.46111, "decode.acc_seg": 65.50622, "aux.loss_ce": 0.20631, "aux.acc_seg": 63.34464, "loss": 0.66742, "time": 0.23479}
{"mode": "train", "epoch": 15, "iter": 7850, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.43626, "decode.acc_seg": 65.00154, "aux.loss_ce": 0.19945, "aux.acc_seg": 62.71614, "loss": 0.63571, "time": 0.23613}
{"mode": "train", "epoch": 16, "iter": 7900, "lr": 1e-05, "memory": 16676, "data_time": 0.05089, "decode.loss_ce": 0.44003, "decode.acc_seg": 65.44377, "aux.loss_ce": 0.19282, "aux.acc_seg": 64.3289, "loss": 0.63286, "time": 0.28238}
{"mode": "train", "epoch": 16, "iter": 7950, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.45286, "decode.acc_seg": 66.88809, "aux.loss_ce": 0.20499, "aux.acc_seg": 64.5974, "loss": 0.65785, "time": 0.23345}
{"mode": "train", "epoch": 16, "iter": 8000, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.45198, "decode.acc_seg": 66.59932, "aux.loss_ce": 0.19997, "aux.acc_seg": 64.76118, "loss": 0.65194, "time": 0.23732}
{"mode": "train", "epoch": 16, "iter": 8050, "lr": 1e-05, "memory": 16676, "data_time": 0.00388, "decode.loss_ce": 0.45567, "decode.acc_seg": 65.78928, "aux.loss_ce": 0.20476, "aux.acc_seg": 63.91018, "loss": 0.66043, "time": 0.23699}
{"mode": "train", "epoch": 16, "iter": 8100, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.43174, "decode.acc_seg": 66.36003, "aux.loss_ce": 0.19697, "aux.acc_seg": 64.17419, "loss": 0.62871, "time": 0.23546}
{"mode": "train", "epoch": 16, "iter": 8150, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.43309, "decode.acc_seg": 65.42153, "aux.loss_ce": 0.19088, "aux.acc_seg": 63.88954, "loss": 0.62397, "time": 0.23543}
{"mode": "train", "epoch": 16, "iter": 8200, "lr": 1e-05, "memory": 16676, "data_time": 0.00393, "decode.loss_ce": 0.43716, "decode.acc_seg": 65.35281, "aux.loss_ce": 0.19841, "aux.acc_seg": 63.44473, "loss": 0.63557, "time": 0.23571}
{"mode": "train", "epoch": 16, "iter": 8250, "lr": 1e-05, "memory": 16676, "data_time": 0.0039, "decode.loss_ce": 0.48779, "decode.acc_seg": 65.52386, "aux.loss_ce": 0.21061, "aux.acc_seg": 64.15244, "loss": 0.69839, "time": 0.23473}
{"mode": "train", "epoch": 16, "iter": 8300, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.46307, "decode.acc_seg": 63.71148, "aux.loss_ce": 0.2065, "aux.acc_seg": 61.99004, "loss": 0.66956, "time": 0.23368}
{"mode": "train", "epoch": 16, "iter": 8350, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.45962, "decode.acc_seg": 65.47281, "aux.loss_ce": 0.20401, "aux.acc_seg": 63.72966, "loss": 0.66363, "time": 0.23485}
{"mode": "train", "epoch": 17, "iter": 8400, "lr": 1e-05, "memory": 16676, "data_time": 0.04858, "decode.loss_ce": 0.4548, "decode.acc_seg": 66.21403, "aux.loss_ce": 0.20591, "aux.acc_seg": 64.18967, "loss": 0.66071, "time": 0.28371}
{"mode": "train", "epoch": 17, "iter": 8450, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.44153, "decode.acc_seg": 63.40618, "aux.loss_ce": 0.19913, "aux.acc_seg": 61.58538, "loss": 0.64066, "time": 0.23567}
{"mode": "train", "epoch": 17, "iter": 8500, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.45113, "decode.acc_seg": 66.26923, "aux.loss_ce": 0.19832, "aux.acc_seg": 64.7275, "loss": 0.64945, "time": 0.23553}
{"mode": "train", "epoch": 17, "iter": 8550, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.44409, "decode.acc_seg": 66.3204, "aux.loss_ce": 0.20439, "aux.acc_seg": 64.23053, "loss": 0.64848, "time": 0.23533}
{"mode": "train", "epoch": 17, "iter": 8600, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.44346, "decode.acc_seg": 65.47118, "aux.loss_ce": 0.19816, "aux.acc_seg": 63.73816, "loss": 0.64162, "time": 0.23623}
{"mode": "train", "epoch": 17, "iter": 8650, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.44284, "decode.acc_seg": 66.28255, "aux.loss_ce": 0.1975, "aux.acc_seg": 64.76225, "loss": 0.64033, "time": 0.23637}
{"mode": "train", "epoch": 17, "iter": 8700, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.45609, "decode.acc_seg": 64.99251, "aux.loss_ce": 0.20562, "aux.acc_seg": 63.03651, "loss": 0.66171, "time": 0.23406}
{"mode": "train", "epoch": 17, "iter": 8750, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.4667, "decode.acc_seg": 67.53381, "aux.loss_ce": 0.20505, "aux.acc_seg": 66.02152, "loss": 0.67175, "time": 0.23632}
{"mode": "train", "epoch": 17, "iter": 8800, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.45149, "decode.acc_seg": 66.91296, "aux.loss_ce": 0.20112, "aux.acc_seg": 65.35164, "loss": 0.6526, "time": 0.23245}
{"mode": "train", "epoch": 17, "iter": 8850, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.43806, "decode.acc_seg": 66.51726, "aux.loss_ce": 0.19775, "aux.acc_seg": 64.52901, "loss": 0.6358, "time": 0.23627}
{"mode": "train", "epoch": 17, "iter": 8900, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.43689, "decode.acc_seg": 66.65365, "aux.loss_ce": 0.19765, "aux.acc_seg": 64.60747, "loss": 0.63454, "time": 0.23634}
{"mode": "train", "epoch": 18, "iter": 8950, "lr": 1e-05, "memory": 16676, "data_time": 0.05189, "decode.loss_ce": 0.44247, "decode.acc_seg": 65.75413, "aux.loss_ce": 0.20054, "aux.acc_seg": 63.24478, "loss": 0.64301, "time": 0.28439}
{"mode": "train", "epoch": 18, "iter": 9000, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.47175, "decode.acc_seg": 67.73149, "aux.loss_ce": 0.20658, "aux.acc_seg": 66.26584, "loss": 0.67832, "time": 0.23737}
{"mode": "train", "epoch": 18, "iter": 9050, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.44626, "decode.acc_seg": 68.52579, "aux.loss_ce": 0.20135, "aux.acc_seg": 66.59444, "loss": 0.64761, "time": 0.23288}
{"mode": "train", "epoch": 18, "iter": 9100, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.42239, "decode.acc_seg": 66.77047, "aux.loss_ce": 0.19383, "aux.acc_seg": 64.25437, "loss": 0.61622, "time": 0.23329}
{"mode": "train", "epoch": 18, "iter": 9150, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.44429, "decode.acc_seg": 64.15869, "aux.loss_ce": 0.20045, "aux.acc_seg": 62.44674, "loss": 0.64474, "time": 0.23396}
{"mode": "train", "epoch": 18, "iter": 9200, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.43275, "decode.acc_seg": 65.28925, "aux.loss_ce": 0.19508, "aux.acc_seg": 63.60883, "loss": 0.62783, "time": 0.2346}
{"mode": "train", "epoch": 18, "iter": 9250, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.44333, "decode.acc_seg": 66.95566, "aux.loss_ce": 0.19817, "aux.acc_seg": 65.48629, "loss": 0.6415, "time": 0.23462}
{"mode": "train", "epoch": 18, "iter": 9300, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.43204, "decode.acc_seg": 66.39182, "aux.loss_ce": 0.19547, "aux.acc_seg": 64.60618, "loss": 0.62751, "time": 0.23357}
{"mode": "train", "epoch": 18, "iter": 9350, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.44402, "decode.acc_seg": 69.23239, "aux.loss_ce": 0.19805, "aux.acc_seg": 67.0187, "loss": 0.64206, "time": 0.23362}
{"mode": "train", "epoch": 18, "iter": 9400, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.42507, "decode.acc_seg": 65.62216, "aux.loss_ce": 0.19118, "aux.acc_seg": 63.84183, "loss": 0.61625, "time": 0.23507}
{"mode": "train", "epoch": 19, "iter": 9450, "lr": 1e-05, "memory": 16676, "data_time": 0.05271, "decode.loss_ce": 0.42781, "decode.acc_seg": 66.43215, "aux.loss_ce": 0.19638, "aux.acc_seg": 64.36612, "loss": 0.6242, "time": 0.28196}
{"mode": "train", "epoch": 19, "iter": 9500, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.40596, "decode.acc_seg": 69.39119, "aux.loss_ce": 0.18781, "aux.acc_seg": 67.48882, "loss": 0.59376, "time": 0.23474}
{"mode": "train", "epoch": 19, "iter": 9550, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.44179, "decode.acc_seg": 67.19589, "aux.loss_ce": 0.1979, "aux.acc_seg": 65.06154, "loss": 0.63968, "time": 0.23781}
{"mode": "train", "epoch": 19, "iter": 9600, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.42445, "decode.acc_seg": 67.04365, "aux.loss_ce": 0.18952, "aux.acc_seg": 65.43777, "loss": 0.61397, "time": 0.23483}
{"mode": "train", "epoch": 19, "iter": 9650, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.42853, "decode.acc_seg": 68.2944, "aux.loss_ce": 0.19515, "aux.acc_seg": 66.06537, "loss": 0.62369, "time": 0.23437}
{"mode": "train", "epoch": 19, "iter": 9700, "lr": 1e-05, "memory": 16676, "data_time": 0.00395, "decode.loss_ce": 0.4463, "decode.acc_seg": 66.57149, "aux.loss_ce": 0.20179, "aux.acc_seg": 64.59934, "loss": 0.64808, "time": 0.23558}
{"mode": "train", "epoch": 19, "iter": 9750, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.46526, "decode.acc_seg": 66.51507, "aux.loss_ce": 0.20848, "aux.acc_seg": 64.50659, "loss": 0.67375, "time": 0.23387}
{"mode": "train", "epoch": 19, "iter": 9800, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.44263, "decode.acc_seg": 66.38181, "aux.loss_ce": 0.19294, "aux.acc_seg": 65.36524, "loss": 0.63557, "time": 0.23512}
{"mode": "train", "epoch": 19, "iter": 9850, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.42816, "decode.acc_seg": 65.19164, "aux.loss_ce": 0.18841, "aux.acc_seg": 63.65314, "loss": 0.61657, "time": 0.23444}
{"mode": "train", "epoch": 19, "iter": 9900, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.44772, "decode.acc_seg": 66.6948, "aux.loss_ce": 0.2015, "aux.acc_seg": 64.53309, "loss": 0.64922, "time": 0.23239}
{"mode": "train", "epoch": 19, "iter": 9950, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.45356, "decode.acc_seg": 66.627, "aux.loss_ce": 0.20473, "aux.acc_seg": 64.81695, "loss": 0.6583, "time": 0.23476}
{"mode": "train", "epoch": 20, "iter": 10000, "lr": 1e-05, "memory": 16676, "data_time": 0.04811, "decode.loss_ce": 0.42766, "decode.acc_seg": 65.87471, "aux.loss_ce": 0.18861, "aux.acc_seg": 64.2082, "loss": 0.61627, "time": 0.28152}
{"mode": "train", "epoch": 20, "iter": 10050, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.42272, "decode.acc_seg": 66.63242, "aux.loss_ce": 0.19058, "aux.acc_seg": 64.737, "loss": 0.61329, "time": 0.23288}
{"mode": "train", "epoch": 20, "iter": 10100, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.42028, "decode.acc_seg": 68.75966, "aux.loss_ce": 0.19166, "aux.acc_seg": 66.40688, "loss": 0.61194, "time": 0.23249}
{"mode": "train", "epoch": 20, "iter": 10150, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.41609, "decode.acc_seg": 65.95656, "aux.loss_ce": 0.19009, "aux.acc_seg": 64.07653, "loss": 0.60618, "time": 0.23518}
{"mode": "train", "epoch": 20, "iter": 10200, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.44414, "decode.acc_seg": 68.75658, "aux.loss_ce": 0.20304, "aux.acc_seg": 66.38199, "loss": 0.64719, "time": 0.23683}
{"mode": "train", "epoch": 20, "iter": 10250, "lr": 1e-05, "memory": 16676, "data_time": 0.00393, "decode.loss_ce": 0.42039, "decode.acc_seg": 67.39978, "aux.loss_ce": 0.19639, "aux.acc_seg": 64.97265, "loss": 0.61678, "time": 0.23603}
{"mode": "train", "epoch": 20, "iter": 10300, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.4092, "decode.acc_seg": 66.89955, "aux.loss_ce": 0.18938, "aux.acc_seg": 64.65782, "loss": 0.59858, "time": 0.23647}
{"mode": "train", "epoch": 20, "iter": 10350, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.4376, "decode.acc_seg": 66.80106, "aux.loss_ce": 0.19706, "aux.acc_seg": 64.95413, "loss": 0.63466, "time": 0.23305}
{"mode": "train", "epoch": 20, "iter": 10400, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.40979, "decode.acc_seg": 65.08412, "aux.loss_ce": 0.18422, "aux.acc_seg": 63.34919, "loss": 0.59401, "time": 0.23287}
{"mode": "train", "epoch": 20, "iter": 10450, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.44491, "decode.acc_seg": 67.39762, "aux.loss_ce": 0.19993, "aux.acc_seg": 65.51988, "loss": 0.64484, "time": 0.23565}
{"mode": "train", "epoch": 21, "iter": 10500, "lr": 1e-05, "memory": 16676, "data_time": 0.05385, "decode.loss_ce": 0.44191, "decode.acc_seg": 70.25557, "aux.loss_ce": 0.20125, "aux.acc_seg": 68.00947, "loss": 0.64316, "time": 0.28283}
{"mode": "train", "epoch": 21, "iter": 10550, "lr": 1e-05, "memory": 16676, "data_time": 0.00385, "decode.loss_ce": 0.42114, "decode.acc_seg": 67.1342, "aux.loss_ce": 0.1907, "aux.acc_seg": 65.13736, "loss": 0.61184, "time": 0.23345}
{"mode": "train", "epoch": 21, "iter": 10600, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.42612, "decode.acc_seg": 68.80328, "aux.loss_ce": 0.19392, "aux.acc_seg": 66.61562, "loss": 0.62004, "time": 0.23326}
{"mode": "train", "epoch": 21, "iter": 10650, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.42753, "decode.acc_seg": 66.13731, "aux.loss_ce": 0.19511, "aux.acc_seg": 64.02147, "loss": 0.62265, "time": 0.23757}
{"mode": "train", "epoch": 21, "iter": 10700, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.41116, "decode.acc_seg": 69.29866, "aux.loss_ce": 0.18963, "aux.acc_seg": 67.10802, "loss": 0.60079, "time": 0.23512}
{"mode": "train", "epoch": 21, "iter": 10750, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.40134, "decode.acc_seg": 67.67253, "aux.loss_ce": 0.18551, "aux.acc_seg": 65.70541, "loss": 0.58686, "time": 0.23184}
{"mode": "train", "epoch": 21, "iter": 10800, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.41492, "decode.acc_seg": 65.82064, "aux.loss_ce": 0.19292, "aux.acc_seg": 62.89628, "loss": 0.60785, "time": 0.23465}
{"mode": "train", "epoch": 21, "iter": 10850, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.41257, "decode.acc_seg": 67.55523, "aux.loss_ce": 0.18685, "aux.acc_seg": 65.72448, "loss": 0.59942, "time": 0.23459}
{"mode": "train", "epoch": 21, "iter": 10900, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.41916, "decode.acc_seg": 66.93275, "aux.loss_ce": 0.18886, "aux.acc_seg": 65.17457, "loss": 0.60802, "time": 0.23226}
{"mode": "train", "epoch": 21, "iter": 10950, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.39987, "decode.acc_seg": 66.82327, "aux.loss_ce": 0.18088, "aux.acc_seg": 64.94979, "loss": 0.58075, "time": 0.23547}
{"mode": "train", "epoch": 21, "iter": 11000, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.4349, "decode.acc_seg": 67.12391, "aux.loss_ce": 0.19705, "aux.acc_seg": 65.00778, "loss": 0.63195, "time": 0.23044}
{"mode": "train", "epoch": 22, "iter": 11050, "lr": 1e-05, "memory": 16676, "data_time": 0.05251, "decode.loss_ce": 0.39781, "decode.acc_seg": 65.33798, "aux.loss_ce": 0.17939, "aux.acc_seg": 63.8426, "loss": 0.5772, "time": 0.28642}
{"mode": "train", "epoch": 22, "iter": 11100, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.40368, "decode.acc_seg": 67.48812, "aux.loss_ce": 0.18358, "aux.acc_seg": 65.66003, "loss": 0.58725, "time": 0.23726}
{"mode": "train", "epoch": 22, "iter": 11150, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.42682, "decode.acc_seg": 69.91774, "aux.loss_ce": 0.19391, "aux.acc_seg": 68.00077, "loss": 0.62073, "time": 0.23486}
{"mode": "train", "epoch": 22, "iter": 11200, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.4067, "decode.acc_seg": 68.53516, "aux.loss_ce": 0.18746, "aux.acc_seg": 66.32617, "loss": 0.59417, "time": 0.2354}
{"mode": "train", "epoch": 22, "iter": 11250, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.41519, "decode.acc_seg": 66.40911, "aux.loss_ce": 0.18504, "aux.acc_seg": 64.79571, "loss": 0.60023, "time": 0.23622}
{"mode": "train", "epoch": 22, "iter": 11300, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.42047, "decode.acc_seg": 66.60574, "aux.loss_ce": 0.19028, "aux.acc_seg": 64.78875, "loss": 0.61076, "time": 0.2345}
{"mode": "train", "epoch": 22, "iter": 11350, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.42803, "decode.acc_seg": 66.84793, "aux.loss_ce": 0.19305, "aux.acc_seg": 64.89172, "loss": 0.62108, "time": 0.23296}
{"mode": "train", "epoch": 22, "iter": 11400, "lr": 1e-05, "memory": 16676, "data_time": 0.00389, "decode.loss_ce": 0.39996, "decode.acc_seg": 68.63078, "aux.loss_ce": 0.18761, "aux.acc_seg": 65.9604, "loss": 0.58757, "time": 0.23538}
{"mode": "train", "epoch": 22, "iter": 11450, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.42666, "decode.acc_seg": 67.51882, "aux.loss_ce": 0.19179, "aux.acc_seg": 65.77228, "loss": 0.61845, "time": 0.23332}
{"mode": "train", "epoch": 22, "iter": 11500, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.40384, "decode.acc_seg": 66.47891, "aux.loss_ce": 0.18599, "aux.acc_seg": 64.25924, "loss": 0.58983, "time": 0.23568}
{"mode": "train", "epoch": 23, "iter": 11550, "lr": 1e-05, "memory": 16676, "data_time": 0.05148, "decode.loss_ce": 0.41757, "decode.acc_seg": 67.19953, "aux.loss_ce": 0.18657, "aux.acc_seg": 65.61693, "loss": 0.60414, "time": 0.28448}
{"mode": "train", "epoch": 23, "iter": 11600, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.43508, "decode.acc_seg": 65.81059, "aux.loss_ce": 0.19489, "aux.acc_seg": 63.80456, "loss": 0.62997, "time": 0.23578}
{"mode": "train", "epoch": 23, "iter": 11650, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.38204, "decode.acc_seg": 68.21602, "aux.loss_ce": 0.18133, "aux.acc_seg": 65.59394, "loss": 0.56337, "time": 0.23429}
{"mode": "train", "epoch": 23, "iter": 11700, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.39582, "decode.acc_seg": 66.90654, "aux.loss_ce": 0.1828, "aux.acc_seg": 64.91501, "loss": 0.57861, "time": 0.23452}
{"mode": "train", "epoch": 23, "iter": 11750, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.4206, "decode.acc_seg": 67.89117, "aux.loss_ce": 0.18836, "aux.acc_seg": 66.14677, "loss": 0.60896, "time": 0.23491}
{"mode": "train", "epoch": 23, "iter": 11800, "lr": 1e-05, "memory": 16676, "data_time": 0.00386, "decode.loss_ce": 0.42364, "decode.acc_seg": 67.79276, "aux.loss_ce": 0.19628, "aux.acc_seg": 65.53169, "loss": 0.61992, "time": 0.23702}
{"mode": "train", "epoch": 23, "iter": 11850, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.39733, "decode.acc_seg": 68.28786, "aux.loss_ce": 0.17971, "aux.acc_seg": 66.47492, "loss": 0.57704, "time": 0.235}
{"mode": "train", "epoch": 23, "iter": 11900, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.40653, "decode.acc_seg": 66.84362, "aux.loss_ce": 0.18657, "aux.acc_seg": 64.56823, "loss": 0.5931, "time": 0.23383}
{"mode": "train", "epoch": 23, "iter": 11950, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.42234, "decode.acc_seg": 67.61067, "aux.loss_ce": 0.19484, "aux.acc_seg": 65.36504, "loss": 0.61717, "time": 0.23629}
{"mode": "train", "epoch": 23, "iter": 12000, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.39934, "decode.acc_seg": 69.09419, "aux.loss_ce": 0.18246, "aux.acc_seg": 66.88524, "loss": 0.5818, "time": 0.23537}
{"mode": "train", "epoch": 23, "iter": 12050, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.38791, "decode.acc_seg": 66.63686, "aux.loss_ce": 0.17935, "aux.acc_seg": 64.73401, "loss": 0.56725, "time": 0.23297}
{"mode": "train", "epoch": 24, "iter": 12100, "lr": 1e-05, "memory": 16676, "data_time": 0.04974, "decode.loss_ce": 0.40059, "decode.acc_seg": 68.72657, "aux.loss_ce": 0.18501, "aux.acc_seg": 66.70722, "loss": 0.58561, "time": 0.28732}
{"mode": "train", "epoch": 24, "iter": 12150, "lr": 1e-05, "memory": 16676, "data_time": 0.00388, "decode.loss_ce": 0.38885, "decode.acc_seg": 66.74883, "aux.loss_ce": 0.17936, "aux.acc_seg": 64.46362, "loss": 0.56821, "time": 0.23231}
{"mode": "train", "epoch": 24, "iter": 12200, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.41259, "decode.acc_seg": 68.58919, "aux.loss_ce": 0.18575, "aux.acc_seg": 66.59459, "loss": 0.59834, "time": 0.23731}
{"mode": "train", "epoch": 24, "iter": 12250, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.40189, "decode.acc_seg": 67.75409, "aux.loss_ce": 0.18699, "aux.acc_seg": 65.43969, "loss": 0.58888, "time": 0.23537}
{"mode": "train", "epoch": 24, "iter": 12300, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.408, "decode.acc_seg": 68.19277, "aux.loss_ce": 0.18842, "aux.acc_seg": 65.95178, "loss": 0.59642, "time": 0.23731}
{"mode": "train", "epoch": 24, "iter": 12350, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.39529, "decode.acc_seg": 67.39733, "aux.loss_ce": 0.17962, "aux.acc_seg": 65.33498, "loss": 0.57491, "time": 0.23543}
{"mode": "train", "epoch": 24, "iter": 12400, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.38865, "decode.acc_seg": 67.55729, "aux.loss_ce": 0.17577, "aux.acc_seg": 65.5418, "loss": 0.56442, "time": 0.23455}
{"mode": "train", "epoch": 24, "iter": 12450, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.3998, "decode.acc_seg": 67.23697, "aux.loss_ce": 0.18652, "aux.acc_seg": 64.94772, "loss": 0.58632, "time": 0.23478}
{"mode": "train", "epoch": 24, "iter": 12500, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.4101, "decode.acc_seg": 68.1458, "aux.loss_ce": 0.18776, "aux.acc_seg": 66.10719, "loss": 0.59786, "time": 0.23734}
{"mode": "train", "epoch": 24, "iter": 12550, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.4118, "decode.acc_seg": 68.01383, "aux.loss_ce": 0.18652, "aux.acc_seg": 66.05784, "loss": 0.59832, "time": 0.23652}
{"mode": "train", "epoch": 25, "iter": 12600, "lr": 1e-05, "memory": 16676, "data_time": 0.05228, "decode.loss_ce": 0.4045, "decode.acc_seg": 67.87945, "aux.loss_ce": 0.18384, "aux.acc_seg": 65.72649, "loss": 0.58834, "time": 0.28862}
{"mode": "train", "epoch": 25, "iter": 12650, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.37098, "decode.acc_seg": 68.7054, "aux.loss_ce": 0.1722, "aux.acc_seg": 66.50321, "loss": 0.54318, "time": 0.23397}
{"mode": "train", "epoch": 25, "iter": 12700, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.41581, "decode.acc_seg": 64.86786, "aux.loss_ce": 0.18773, "aux.acc_seg": 63.05427, "loss": 0.60354, "time": 0.23437}
{"mode": "train", "epoch": 25, "iter": 12750, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.40065, "decode.acc_seg": 67.79451, "aux.loss_ce": 0.18326, "aux.acc_seg": 65.85761, "loss": 0.58391, "time": 0.23424}
{"mode": "train", "epoch": 25, "iter": 12800, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.38932, "decode.acc_seg": 66.9392, "aux.loss_ce": 0.17758, "aux.acc_seg": 65.14558, "loss": 0.5669, "time": 0.23422}
{"mode": "train", "epoch": 25, "iter": 12850, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.39136, "decode.acc_seg": 68.05451, "aux.loss_ce": 0.18261, "aux.acc_seg": 65.75751, "loss": 0.57397, "time": 0.2341}
{"mode": "train", "epoch": 25, "iter": 12900, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.38839, "decode.acc_seg": 67.87758, "aux.loss_ce": 0.17769, "aux.acc_seg": 65.89452, "loss": 0.56608, "time": 0.23616}
{"mode": "train", "epoch": 25, "iter": 12950, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.41299, "decode.acc_seg": 68.03028, "aux.loss_ce": 0.18893, "aux.acc_seg": 65.89888, "loss": 0.60192, "time": 0.23519}
{"mode": "train", "epoch": 25, "iter": 13000, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.39708, "decode.acc_seg": 68.34533, "aux.loss_ce": 0.18333, "aux.acc_seg": 66.23048, "loss": 0.58041, "time": 0.23553}
{"mode": "train", "epoch": 25, "iter": 13050, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.40203, "decode.acc_seg": 69.64485, "aux.loss_ce": 0.1854, "aux.acc_seg": 67.36419, "loss": 0.58743, "time": 0.23531}
{"mode": "train", "epoch": 25, "iter": 13100, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.42045, "decode.acc_seg": 67.60447, "aux.loss_ce": 0.19251, "aux.acc_seg": 65.58996, "loss": 0.61296, "time": 0.23146}
{"mode": "train", "epoch": 26, "iter": 13150, "lr": 1e-05, "memory": 16676, "data_time": 0.04761, "decode.loss_ce": 0.38355, "decode.acc_seg": 66.7222, "aux.loss_ce": 0.18083, "aux.acc_seg": 64.34981, "loss": 0.56437, "time": 0.28682}
{"mode": "train", "epoch": 26, "iter": 13200, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.40461, "decode.acc_seg": 68.35207, "aux.loss_ce": 0.18716, "aux.acc_seg": 65.6894, "loss": 0.59177, "time": 0.23927}
{"mode": "train", "epoch": 26, "iter": 13250, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.39541, "decode.acc_seg": 68.43145, "aux.loss_ce": 0.18373, "aux.acc_seg": 66.44368, "loss": 0.57914, "time": 0.23423}
{"mode": "train", "epoch": 26, "iter": 13300, "lr": 1e-05, "memory": 16676, "data_time": 0.00392, "decode.loss_ce": 0.38381, "decode.acc_seg": 67.9803, "aux.loss_ce": 0.17833, "aux.acc_seg": 65.48574, "loss": 0.56214, "time": 0.23368}
{"mode": "train", "epoch": 26, "iter": 13350, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.40683, "decode.acc_seg": 69.56335, "aux.loss_ce": 0.18574, "aux.acc_seg": 67.74991, "loss": 0.59257, "time": 0.23378}
{"mode": "train", "epoch": 26, "iter": 13400, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.41539, "decode.acc_seg": 67.33977, "aux.loss_ce": 0.18772, "aux.acc_seg": 65.55044, "loss": 0.60311, "time": 0.23755}
{"mode": "train", "epoch": 26, "iter": 13450, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.39131, "decode.acc_seg": 67.51715, "aux.loss_ce": 0.17899, "aux.acc_seg": 65.50121, "loss": 0.5703, "time": 0.23506}
{"mode": "train", "epoch": 26, "iter": 13500, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.41286, "decode.acc_seg": 66.96817, "aux.loss_ce": 0.18276, "aux.acc_seg": 65.27147, "loss": 0.59562, "time": 0.2331}
{"mode": "train", "epoch": 26, "iter": 13550, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.37456, "decode.acc_seg": 66.49271, "aux.loss_ce": 0.17107, "aux.acc_seg": 64.58582, "loss": 0.54563, "time": 0.23492}
{"mode": "train", "epoch": 26, "iter": 13600, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.39291, "decode.acc_seg": 68.0147, "aux.loss_ce": 0.18496, "aux.acc_seg": 65.48769, "loss": 0.57787, "time": 0.23547}
{"mode": "train", "epoch": 27, "iter": 13650, "lr": 1e-05, "memory": 16676, "data_time": 0.0511, "decode.loss_ce": 0.3787, "decode.acc_seg": 67.84395, "aux.loss_ce": 0.17725, "aux.acc_seg": 65.35786, "loss": 0.55595, "time": 0.28434}
{"mode": "train", "epoch": 27, "iter": 13700, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.37604, "decode.acc_seg": 69.22132, "aux.loss_ce": 0.17625, "aux.acc_seg": 67.07655, "loss": 0.55229, "time": 0.23695}
{"mode": "train", "epoch": 27, "iter": 13750, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.38952, "decode.acc_seg": 68.53671, "aux.loss_ce": 0.17583, "aux.acc_seg": 66.59764, "loss": 0.56535, "time": 0.23715}
{"mode": "train", "epoch": 27, "iter": 13800, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.38779, "decode.acc_seg": 69.49198, "aux.loss_ce": 0.18424, "aux.acc_seg": 66.84402, "loss": 0.57203, "time": 0.23497}
{"mode": "train", "epoch": 27, "iter": 13850, "lr": 1e-05, "memory": 16676, "data_time": 0.00343, "decode.loss_ce": 0.39798, "decode.acc_seg": 68.91616, "aux.loss_ce": 0.18551, "aux.acc_seg": 66.67066, "loss": 0.58349, "time": 0.23612}
{"mode": "train", "epoch": 27, "iter": 13900, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.39258, "decode.acc_seg": 67.90717, "aux.loss_ce": 0.17879, "aux.acc_seg": 65.89426, "loss": 0.57138, "time": 0.23328}
{"mode": "train", "epoch": 27, "iter": 13950, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.3924, "decode.acc_seg": 69.49208, "aux.loss_ce": 0.18117, "aux.acc_seg": 67.29079, "loss": 0.57357, "time": 0.23433}
{"mode": "train", "epoch": 27, "iter": 14000, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.40671, "decode.acc_seg": 68.34419, "aux.loss_ce": 0.19162, "aux.acc_seg": 65.82053, "loss": 0.59832, "time": 0.23489}
{"mode": "train", "epoch": 27, "iter": 14050, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.39172, "decode.acc_seg": 67.87894, "aux.loss_ce": 0.17977, "aux.acc_seg": 66.01804, "loss": 0.57149, "time": 0.23541}
{"mode": "train", "epoch": 27, "iter": 14100, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.41642, "decode.acc_seg": 67.03061, "aux.loss_ce": 0.18863, "aux.acc_seg": 65.28024, "loss": 0.60505, "time": 0.23385}
{"mode": "train", "epoch": 28, "iter": 14150, "lr": 1e-05, "memory": 16676, "data_time": 0.05327, "decode.loss_ce": 0.38935, "decode.acc_seg": 68.17114, "aux.loss_ce": 0.18305, "aux.acc_seg": 65.52386, "loss": 0.5724, "time": 0.28346}
{"mode": "train", "epoch": 28, "iter": 14200, "lr": 1e-05, "memory": 16676, "data_time": 0.00394, "decode.loss_ce": 0.3738, "decode.acc_seg": 68.96726, "aux.loss_ce": 0.17486, "aux.acc_seg": 66.59389, "loss": 0.54866, "time": 0.23382}
{"mode": "train", "epoch": 28, "iter": 14250, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.38869, "decode.acc_seg": 67.01678, "aux.loss_ce": 0.17801, "aux.acc_seg": 65.18278, "loss": 0.5667, "time": 0.23458}
{"mode": "train", "epoch": 28, "iter": 14300, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.3945, "decode.acc_seg": 70.62, "aux.loss_ce": 0.18342, "aux.acc_seg": 68.28371, "loss": 0.57793, "time": 0.23508}
{"mode": "train", "epoch": 28, "iter": 14350, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.38939, "decode.acc_seg": 67.07103, "aux.loss_ce": 0.1837, "aux.acc_seg": 64.79598, "loss": 0.57309, "time": 0.23631}
{"mode": "train", "epoch": 28, "iter": 14400, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.38565, "decode.acc_seg": 68.34499, "aux.loss_ce": 0.17759, "aux.acc_seg": 66.38481, "loss": 0.56324, "time": 0.23507}
{"mode": "train", "epoch": 28, "iter": 14450, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.39797, "decode.acc_seg": 69.08022, "aux.loss_ce": 0.1791, "aux.acc_seg": 67.25632, "loss": 0.57707, "time": 0.23593}
{"mode": "train", "epoch": 28, "iter": 14500, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.38723, "decode.acc_seg": 68.86177, "aux.loss_ce": 0.18184, "aux.acc_seg": 66.68551, "loss": 0.56906, "time": 0.23431}
{"mode": "train", "epoch": 28, "iter": 14550, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.38741, "decode.acc_seg": 68.92463, "aux.loss_ce": 0.17832, "aux.acc_seg": 66.74185, "loss": 0.56574, "time": 0.23542}
{"mode": "train", "epoch": 28, "iter": 14600, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.38875, "decode.acc_seg": 67.85568, "aux.loss_ce": 0.18049, "aux.acc_seg": 65.7921, "loss": 0.56923, "time": 0.23408}
{"mode": "train", "epoch": 28, "iter": 14650, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.37152, "decode.acc_seg": 68.46848, "aux.loss_ce": 0.1731, "aux.acc_seg": 66.21984, "loss": 0.54462, "time": 0.23592}
{"mode": "train", "epoch": 29, "iter": 14700, "lr": 1e-05, "memory": 16676, "data_time": 0.05009, "decode.loss_ce": 0.39072, "decode.acc_seg": 70.25006, "aux.loss_ce": 0.18232, "aux.acc_seg": 67.79758, "loss": 0.57303, "time": 0.28535}
{"mode": "train", "epoch": 29, "iter": 14750, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.39071, "decode.acc_seg": 68.91657, "aux.loss_ce": 0.18575, "aux.acc_seg": 66.26255, "loss": 0.57646, "time": 0.2326}
{"mode": "train", "epoch": 29, "iter": 14800, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.39861, "decode.acc_seg": 67.84522, "aux.loss_ce": 0.18006, "aux.acc_seg": 65.40589, "loss": 0.57866, "time": 0.23582}
{"mode": "train", "epoch": 29, "iter": 14850, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.3845, "decode.acc_seg": 68.22351, "aux.loss_ce": 0.17301, "aux.acc_seg": 66.54271, "loss": 0.5575, "time": 0.23699}
{"mode": "train", "epoch": 29, "iter": 14900, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.38142, "decode.acc_seg": 69.18483, "aux.loss_ce": 0.17651, "aux.acc_seg": 66.78068, "loss": 0.55793, "time": 0.23532}
{"mode": "train", "epoch": 29, "iter": 14950, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.37501, "decode.acc_seg": 67.69661, "aux.loss_ce": 0.17419, "aux.acc_seg": 65.38107, "loss": 0.5492, "time": 0.23384}
{"mode": "train", "epoch": 29, "iter": 15000, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.43134, "decode.acc_seg": 68.76861, "aux.loss_ce": 0.19386, "aux.acc_seg": 66.37419, "loss": 0.6252, "time": 0.23919}
{"mode": "train", "epoch": 29, "iter": 15050, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.39432, "decode.acc_seg": 68.07074, "aux.loss_ce": 0.18218, "aux.acc_seg": 65.59413, "loss": 0.5765, "time": 0.23628}
{"mode": "train", "epoch": 29, "iter": 15100, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.39253, "decode.acc_seg": 69.01865, "aux.loss_ce": 0.18174, "aux.acc_seg": 66.72812, "loss": 0.57427, "time": 0.23467}
{"mode": "train", "epoch": 29, "iter": 15150, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.37178, "decode.acc_seg": 68.60477, "aux.loss_ce": 0.17557, "aux.acc_seg": 66.17622, "loss": 0.54735, "time": 0.23427}
{"mode": "train", "epoch": 30, "iter": 15200, "lr": 1e-05, "memory": 16676, "data_time": 0.05182, "decode.loss_ce": 0.40477, "decode.acc_seg": 69.30418, "aux.loss_ce": 0.18603, "aux.acc_seg": 66.99315, "loss": 0.5908, "time": 0.2851}
{"mode": "train", "epoch": 30, "iter": 15250, "lr": 1e-05, "memory": 16676, "data_time": 0.00385, "decode.loss_ce": 0.38483, "decode.acc_seg": 67.48939, "aux.loss_ce": 0.18033, "aux.acc_seg": 65.18051, "loss": 0.56516, "time": 0.23668}
{"mode": "train", "epoch": 30, "iter": 15300, "lr": 1e-05, "memory": 16676, "data_time": 0.00387, "decode.loss_ce": 0.37849, "decode.acc_seg": 68.22315, "aux.loss_ce": 0.17644, "aux.acc_seg": 65.88883, "loss": 0.55493, "time": 0.23477}
{"mode": "train", "epoch": 30, "iter": 15350, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.37991, "decode.acc_seg": 69.94268, "aux.loss_ce": 0.17557, "aux.acc_seg": 67.72714, "loss": 0.55548, "time": 0.23392}
{"mode": "train", "epoch": 30, "iter": 15400, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.36039, "decode.acc_seg": 68.56931, "aux.loss_ce": 0.16877, "aux.acc_seg": 66.47346, "loss": 0.52916, "time": 0.23458}
{"mode": "train", "epoch": 30, "iter": 15450, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.34531, "decode.acc_seg": 68.94284, "aux.loss_ce": 0.16366, "aux.acc_seg": 66.68201, "loss": 0.50897, "time": 0.23524}
{"mode": "train", "epoch": 30, "iter": 15500, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.36617, "decode.acc_seg": 69.73315, "aux.loss_ce": 0.17286, "aux.acc_seg": 67.63604, "loss": 0.53902, "time": 0.23659}
{"mode": "train", "epoch": 30, "iter": 15550, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.39876, "decode.acc_seg": 70.01738, "aux.loss_ce": 0.18707, "aux.acc_seg": 67.41718, "loss": 0.58582, "time": 0.23709}
{"mode": "train", "epoch": 30, "iter": 15600, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.38958, "decode.acc_seg": 69.03888, "aux.loss_ce": 0.18071, "aux.acc_seg": 67.06661, "loss": 0.57029, "time": 0.23535}
{"mode": "train", "epoch": 30, "iter": 15650, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.36292, "decode.acc_seg": 70.37627, "aux.loss_ce": 0.17078, "aux.acc_seg": 67.92958, "loss": 0.5337, "time": 0.2368}
{"mode": "train", "epoch": 30, "iter": 15700, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.37953, "decode.acc_seg": 67.58225, "aux.loss_ce": 0.17469, "aux.acc_seg": 65.61167, "loss": 0.55422, "time": 0.23496}
{"mode": "train", "epoch": 31, "iter": 15750, "lr": 1e-05, "memory": 16676, "data_time": 0.05351, "decode.loss_ce": 0.37775, "decode.acc_seg": 70.3388, "aux.loss_ce": 0.17805, "aux.acc_seg": 67.83045, "loss": 0.55579, "time": 0.28404}
{"mode": "train", "epoch": 31, "iter": 15800, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.35668, "decode.acc_seg": 67.73541, "aux.loss_ce": 0.16629, "aux.acc_seg": 65.58915, "loss": 0.52297, "time": 0.23603}
{"mode": "train", "epoch": 31, "iter": 15850, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.34118, "decode.acc_seg": 70.24918, "aux.loss_ce": 0.16293, "aux.acc_seg": 68.04058, "loss": 0.50411, "time": 0.23521}
{"mode": "train", "epoch": 31, "iter": 15900, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.35696, "decode.acc_seg": 69.19104, "aux.loss_ce": 0.16613, "aux.acc_seg": 67.13772, "loss": 0.52309, "time": 0.23449}
{"mode": "train", "epoch": 31, "iter": 15950, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.39212, "decode.acc_seg": 70.25056, "aux.loss_ce": 0.18452, "aux.acc_seg": 67.71375, "loss": 0.57664, "time": 0.23398}
{"mode": "train", "epoch": 31, "iter": 16000, "lr": 1e-05, "memory": 16676, "data_time": 0.00386, "decode.loss_ce": 0.37486, "decode.acc_seg": 68.71642, "aux.loss_ce": 0.17641, "aux.acc_seg": 66.28925, "loss": 0.55127, "time": 0.29471}
{"mode": "train", "epoch": 31, "iter": 16050, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.36876, "decode.acc_seg": 69.84091, "aux.loss_ce": 0.1718, "aux.acc_seg": 67.55424, "loss": 0.54056, "time": 0.23697}
{"mode": "train", "epoch": 31, "iter": 16100, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.38823, "decode.acc_seg": 70.11493, "aux.loss_ce": 0.17904, "aux.acc_seg": 67.79043, "loss": 0.56727, "time": 0.23575}
{"mode": "train", "epoch": 31, "iter": 16150, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.37013, "decode.acc_seg": 68.84006, "aux.loss_ce": 0.17246, "aux.acc_seg": 66.81381, "loss": 0.54259, "time": 0.23332}
{"mode": "train", "epoch": 31, "iter": 16200, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.38695, "decode.acc_seg": 70.33471, "aux.loss_ce": 0.1792, "aux.acc_seg": 68.17533, "loss": 0.56614, "time": 0.23624}
{"mode": "train", "epoch": 32, "iter": 16250, "lr": 1e-05, "memory": 16676, "data_time": 0.05243, "decode.loss_ce": 0.38378, "decode.acc_seg": 70.06924, "aux.loss_ce": 0.17652, "aux.acc_seg": 67.81418, "loss": 0.5603, "time": 0.28296}
{"mode": "train", "epoch": 32, "iter": 16300, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.38907, "decode.acc_seg": 67.71694, "aux.loss_ce": 0.18132, "aux.acc_seg": 65.55262, "loss": 0.57039, "time": 0.23498}
{"mode": "train", "epoch": 32, "iter": 16350, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.37757, "decode.acc_seg": 68.60174, "aux.loss_ce": 0.17905, "aux.acc_seg": 65.78974, "loss": 0.55662, "time": 0.23701}
{"mode": "train", "epoch": 32, "iter": 16400, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.36704, "decode.acc_seg": 68.61761, "aux.loss_ce": 0.17128, "aux.acc_seg": 66.72046, "loss": 0.53832, "time": 0.23398}
{"mode": "train", "epoch": 32, "iter": 16450, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.33546, "decode.acc_seg": 69.0358, "aux.loss_ce": 0.1585, "aux.acc_seg": 66.6661, "loss": 0.49396, "time": 0.23504}
{"mode": "train", "epoch": 32, "iter": 16500, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.37172, "decode.acc_seg": 68.5478, "aux.loss_ce": 0.17643, "aux.acc_seg": 66.23736, "loss": 0.54816, "time": 0.23527}
{"mode": "train", "epoch": 32, "iter": 16550, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.36665, "decode.acc_seg": 69.81599, "aux.loss_ce": 0.17633, "aux.acc_seg": 67.1025, "loss": 0.54298, "time": 0.23296}
{"mode": "train", "epoch": 32, "iter": 16600, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.36583, "decode.acc_seg": 68.75391, "aux.loss_ce": 0.16914, "aux.acc_seg": 66.65974, "loss": 0.53497, "time": 0.23627}
{"mode": "train", "epoch": 32, "iter": 16650, "lr": 1e-05, "memory": 16676, "data_time": 0.00394, "decode.loss_ce": 0.37879, "decode.acc_seg": 67.51353, "aux.loss_ce": 0.18055, "aux.acc_seg": 64.55998, "loss": 0.55934, "time": 0.23647}
{"mode": "train", "epoch": 32, "iter": 16700, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.38052, "decode.acc_seg": 71.07411, "aux.loss_ce": 0.17621, "aux.acc_seg": 68.65822, "loss": 0.55673, "time": 0.23789}
{"mode": "train", "epoch": 32, "iter": 16750, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.38121, "decode.acc_seg": 66.94132, "aux.loss_ce": 0.17433, "aux.acc_seg": 64.94197, "loss": 0.55554, "time": 0.23498}
{"mode": "train", "epoch": 33, "iter": 16800, "lr": 1e-05, "memory": 16676, "data_time": 0.05002, "decode.loss_ce": 0.37263, "decode.acc_seg": 69.72245, "aux.loss_ce": 0.17486, "aux.acc_seg": 67.43554, "loss": 0.54749, "time": 0.2827}
{"mode": "train", "epoch": 33, "iter": 16850, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.35196, "decode.acc_seg": 68.52874, "aux.loss_ce": 0.16486, "aux.acc_seg": 66.46435, "loss": 0.51683, "time": 0.23586}
{"mode": "train", "epoch": 33, "iter": 16900, "lr": 1e-05, "memory": 16676, "data_time": 0.00389, "decode.loss_ce": 0.36616, "decode.acc_seg": 67.6525, "aux.loss_ce": 0.17091, "aux.acc_seg": 65.32989, "loss": 0.53706, "time": 0.23547}
{"mode": "train", "epoch": 33, "iter": 16950, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.36291, "decode.acc_seg": 70.37869, "aux.loss_ce": 0.16962, "aux.acc_seg": 68.32748, "loss": 0.53254, "time": 0.23588}
{"mode": "train", "epoch": 33, "iter": 17000, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.36699, "decode.acc_seg": 69.43848, "aux.loss_ce": 0.1701, "aux.acc_seg": 67.30682, "loss": 0.53709, "time": 0.23465}
{"mode": "train", "epoch": 33, "iter": 17050, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.3707, "decode.acc_seg": 68.79408, "aux.loss_ce": 0.17798, "aux.acc_seg": 66.03534, "loss": 0.54868, "time": 0.23624}
{"mode": "train", "epoch": 33, "iter": 17100, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.38102, "decode.acc_seg": 69.347, "aux.loss_ce": 0.17733, "aux.acc_seg": 67.05393, "loss": 0.55835, "time": 0.23907}
{"mode": "train", "epoch": 33, "iter": 17150, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.35945, "decode.acc_seg": 69.41928, "aux.loss_ce": 0.17303, "aux.acc_seg": 66.97305, "loss": 0.53248, "time": 0.23623}
{"mode": "train", "epoch": 33, "iter": 17200, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.37633, "decode.acc_seg": 70.06517, "aux.loss_ce": 0.17578, "aux.acc_seg": 67.54891, "loss": 0.55211, "time": 0.23878}
{"mode": "train", "epoch": 33, "iter": 17250, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.37529, "decode.acc_seg": 69.25737, "aux.loss_ce": 0.17623, "aux.acc_seg": 66.89781, "loss": 0.55152, "time": 0.23558}
{"mode": "train", "epoch": 34, "iter": 17300, "lr": 1e-05, "memory": 16676, "data_time": 0.05193, "decode.loss_ce": 0.365, "decode.acc_seg": 68.29713, "aux.loss_ce": 0.16768, "aux.acc_seg": 66.17467, "loss": 0.53267, "time": 0.28296}
{"mode": "train", "epoch": 34, "iter": 17350, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.35456, "decode.acc_seg": 68.44985, "aux.loss_ce": 0.16633, "aux.acc_seg": 66.19909, "loss": 0.52089, "time": 0.23635}
{"mode": "train", "epoch": 34, "iter": 17400, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.40017, "decode.acc_seg": 71.87579, "aux.loss_ce": 0.18988, "aux.acc_seg": 68.86961, "loss": 0.59005, "time": 0.23502}
{"mode": "train", "epoch": 34, "iter": 17450, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.33834, "decode.acc_seg": 69.32723, "aux.loss_ce": 0.15771, "aux.acc_seg": 67.4217, "loss": 0.49605, "time": 0.23421}
{"mode": "train", "epoch": 34, "iter": 17500, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.3432, "decode.acc_seg": 69.71411, "aux.loss_ce": 0.1651, "aux.acc_seg": 67.05348, "loss": 0.5083, "time": 0.23537}
{"mode": "train", "epoch": 34, "iter": 17550, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.38561, "decode.acc_seg": 69.54229, "aux.loss_ce": 0.17993, "aux.acc_seg": 67.30807, "loss": 0.56554, "time": 0.23764}
{"mode": "train", "epoch": 34, "iter": 17600, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.33943, "decode.acc_seg": 69.23929, "aux.loss_ce": 0.16242, "aux.acc_seg": 66.75753, "loss": 0.50186, "time": 0.2355}
{"mode": "train", "epoch": 34, "iter": 17650, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.38235, "decode.acc_seg": 69.44302, "aux.loss_ce": 0.18167, "aux.acc_seg": 66.7789, "loss": 0.56401, "time": 0.23459}
{"mode": "train", "epoch": 34, "iter": 17700, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.36168, "decode.acc_seg": 69.49255, "aux.loss_ce": 0.17429, "aux.acc_seg": 66.70327, "loss": 0.53597, "time": 0.23614}
{"mode": "train", "epoch": 34, "iter": 17750, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.36673, "decode.acc_seg": 70.45685, "aux.loss_ce": 0.17413, "aux.acc_seg": 67.89825, "loss": 0.54086, "time": 0.23281}
{"mode": "train", "epoch": 34, "iter": 17800, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.36787, "decode.acc_seg": 69.18765, "aux.loss_ce": 0.17265, "aux.acc_seg": 66.91519, "loss": 0.54052, "time": 0.23562}
{"mode": "train", "epoch": 35, "iter": 17850, "lr": 1e-05, "memory": 16676, "data_time": 0.05519, "decode.loss_ce": 0.36406, "decode.acc_seg": 69.32877, "aux.loss_ce": 0.17139, "aux.acc_seg": 66.89249, "loss": 0.53545, "time": 0.28656}
{"mode": "train", "epoch": 35, "iter": 17900, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.35721, "decode.acc_seg": 67.90804, "aux.loss_ce": 0.16534, "aux.acc_seg": 65.91069, "loss": 0.52255, "time": 0.23455}
{"mode": "train", "epoch": 35, "iter": 17950, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.3804, "decode.acc_seg": 68.33892, "aux.loss_ce": 0.18071, "aux.acc_seg": 65.63607, "loss": 0.56111, "time": 0.23632}
{"mode": "train", "epoch": 35, "iter": 18000, "lr": 1e-05, "memory": 16676, "data_time": 0.00391, "decode.loss_ce": 0.36838, "decode.acc_seg": 68.66695, "aux.loss_ce": 0.17708, "aux.acc_seg": 65.79906, "loss": 0.54546, "time": 0.23819}
{"mode": "train", "epoch": 35, "iter": 18050, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.34573, "decode.acc_seg": 68.75787, "aux.loss_ce": 0.16791, "aux.acc_seg": 65.81294, "loss": 0.51364, "time": 0.23328}
{"mode": "train", "epoch": 35, "iter": 18100, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.38606, "decode.acc_seg": 69.69291, "aux.loss_ce": 0.18116, "aux.acc_seg": 67.34288, "loss": 0.56723, "time": 0.23655}
{"mode": "train", "epoch": 35, "iter": 18150, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.39164, "decode.acc_seg": 70.70263, "aux.loss_ce": 0.18183, "aux.acc_seg": 68.27109, "loss": 0.57347, "time": 0.23615}
{"mode": "train", "epoch": 35, "iter": 18200, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.3551, "decode.acc_seg": 70.69229, "aux.loss_ce": 0.17001, "aux.acc_seg": 68.11732, "loss": 0.52511, "time": 0.23646}
{"mode": "train", "epoch": 35, "iter": 18250, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.35393, "decode.acc_seg": 70.52062, "aux.loss_ce": 0.16814, "aux.acc_seg": 68.23926, "loss": 0.52207, "time": 0.23643}
{"mode": "train", "epoch": 35, "iter": 18300, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.36713, "decode.acc_seg": 68.37178, "aux.loss_ce": 0.17272, "aux.acc_seg": 65.58987, "loss": 0.53986, "time": 0.23492}
{"mode": "train", "epoch": 36, "iter": 18350, "lr": 1e-05, "memory": 16676, "data_time": 0.05022, "decode.loss_ce": 0.3457, "decode.acc_seg": 69.9397, "aux.loss_ce": 0.16363, "aux.acc_seg": 67.42363, "loss": 0.50933, "time": 0.28446}
{"mode": "train", "epoch": 36, "iter": 18400, "lr": 1e-05, "memory": 16676, "data_time": 0.00386, "decode.loss_ce": 0.35656, "decode.acc_seg": 71.0197, "aux.loss_ce": 0.17204, "aux.acc_seg": 68.40394, "loss": 0.5286, "time": 0.23662}
{"mode": "train", "epoch": 36, "iter": 18450, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.34392, "decode.acc_seg": 69.92723, "aux.loss_ce": 0.16101, "aux.acc_seg": 68.17422, "loss": 0.50492, "time": 0.2341}
{"mode": "train", "epoch": 36, "iter": 18500, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.36159, "decode.acc_seg": 68.9235, "aux.loss_ce": 0.17054, "aux.acc_seg": 66.65427, "loss": 0.53213, "time": 0.23525}
{"mode": "train", "epoch": 36, "iter": 18550, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.37715, "decode.acc_seg": 70.17729, "aux.loss_ce": 0.1794, "aux.acc_seg": 67.60831, "loss": 0.55655, "time": 0.23545}
{"mode": "train", "epoch": 36, "iter": 18600, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.37964, "decode.acc_seg": 69.58819, "aux.loss_ce": 0.17551, "aux.acc_seg": 67.53457, "loss": 0.55515, "time": 0.23595}
{"mode": "train", "epoch": 36, "iter": 18650, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.34128, "decode.acc_seg": 68.18932, "aux.loss_ce": 0.16583, "aux.acc_seg": 65.67006, "loss": 0.50711, "time": 0.23298}
{"mode": "train", "epoch": 36, "iter": 18700, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.37203, "decode.acc_seg": 70.2522, "aux.loss_ce": 0.16992, "aux.acc_seg": 68.39742, "loss": 0.54194, "time": 0.23537}
{"mode": "train", "epoch": 36, "iter": 18750, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.36475, "decode.acc_seg": 71.12604, "aux.loss_ce": 0.1725, "aux.acc_seg": 68.77271, "loss": 0.53725, "time": 0.23789}
{"mode": "train", "epoch": 36, "iter": 18800, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.36162, "decode.acc_seg": 71.85674, "aux.loss_ce": 0.17177, "aux.acc_seg": 69.28348, "loss": 0.53339, "time": 0.23624}
{"mode": "train", "epoch": 36, "iter": 18850, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.36518, "decode.acc_seg": 68.83656, "aux.loss_ce": 0.16795, "aux.acc_seg": 66.82283, "loss": 0.53313, "time": 0.23584}
{"mode": "train", "epoch": 37, "iter": 18900, "lr": 1e-05, "memory": 16676, "data_time": 0.05086, "decode.loss_ce": 0.35021, "decode.acc_seg": 68.35225, "aux.loss_ce": 0.16711, "aux.acc_seg": 66.27986, "loss": 0.51732, "time": 0.282}
{"mode": "train", "epoch": 37, "iter": 18950, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.36469, "decode.acc_seg": 69.41728, "aux.loss_ce": 0.17245, "aux.acc_seg": 66.98044, "loss": 0.53714, "time": 0.23403}
{"mode": "train", "epoch": 37, "iter": 19000, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.34508, "decode.acc_seg": 69.81813, "aux.loss_ce": 0.16303, "aux.acc_seg": 67.63075, "loss": 0.50811, "time": 0.23512}
{"mode": "train", "epoch": 37, "iter": 19050, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.35295, "decode.acc_seg": 70.84953, "aux.loss_ce": 0.1685, "aux.acc_seg": 68.36574, "loss": 0.52145, "time": 0.23714}
{"mode": "train", "epoch": 37, "iter": 19100, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.36219, "decode.acc_seg": 68.85175, "aux.loss_ce": 0.17451, "aux.acc_seg": 66.19086, "loss": 0.5367, "time": 0.23641}
{"mode": "train", "epoch": 37, "iter": 19150, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.36537, "decode.acc_seg": 69.89316, "aux.loss_ce": 0.17216, "aux.acc_seg": 67.43369, "loss": 0.53753, "time": 0.23476}
{"mode": "train", "epoch": 37, "iter": 19200, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.35077, "decode.acc_seg": 70.01903, "aux.loss_ce": 0.16303, "aux.acc_seg": 67.62403, "loss": 0.5138, "time": 0.23597}
{"mode": "train", "epoch": 37, "iter": 19250, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.36576, "decode.acc_seg": 69.7162, "aux.loss_ce": 0.17304, "aux.acc_seg": 67.25826, "loss": 0.5388, "time": 0.23798}
{"mode": "train", "epoch": 37, "iter": 19300, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.36598, "decode.acc_seg": 68.80988, "aux.loss_ce": 0.16741, "aux.acc_seg": 66.79602, "loss": 0.53339, "time": 0.23418}
{"mode": "train", "epoch": 37, "iter": 19350, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.35994, "decode.acc_seg": 69.42615, "aux.loss_ce": 0.16889, "aux.acc_seg": 67.21288, "loss": 0.52883, "time": 0.23274}
{"mode": "train", "epoch": 38, "iter": 19400, "lr": 1e-05, "memory": 16676, "data_time": 0.04867, "decode.loss_ce": 0.34469, "decode.acc_seg": 71.11541, "aux.loss_ce": 0.16272, "aux.acc_seg": 68.60615, "loss": 0.50741, "time": 0.28445}
{"mode": "train", "epoch": 38, "iter": 19450, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.33016, "decode.acc_seg": 72.26456, "aux.loss_ce": 0.16266, "aux.acc_seg": 69.37835, "loss": 0.49282, "time": 0.23703}
{"mode": "train", "epoch": 38, "iter": 19500, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.34207, "decode.acc_seg": 70.9014, "aux.loss_ce": 0.16769, "aux.acc_seg": 67.90432, "loss": 0.50976, "time": 0.23678}
{"mode": "train", "epoch": 38, "iter": 19550, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.36405, "decode.acc_seg": 69.99903, "aux.loss_ce": 0.1749, "aux.acc_seg": 67.43822, "loss": 0.53894, "time": 0.23709}
{"mode": "train", "epoch": 38, "iter": 19600, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.33779, "decode.acc_seg": 69.8437, "aux.loss_ce": 0.15809, "aux.acc_seg": 67.7666, "loss": 0.49588, "time": 0.23376}
{"mode": "train", "epoch": 38, "iter": 19650, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.32345, "decode.acc_seg": 68.96821, "aux.loss_ce": 0.15589, "aux.acc_seg": 66.57269, "loss": 0.47934, "time": 0.23495}
{"mode": "train", "epoch": 38, "iter": 19700, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.33563, "decode.acc_seg": 70.37657, "aux.loss_ce": 0.16246, "aux.acc_seg": 67.73958, "loss": 0.49809, "time": 0.2363}
{"mode": "train", "epoch": 38, "iter": 19750, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.3493, "decode.acc_seg": 69.26202, "aux.loss_ce": 0.17284, "aux.acc_seg": 66.04085, "loss": 0.52214, "time": 0.23537}
{"mode": "train", "epoch": 38, "iter": 19800, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.33273, "decode.acc_seg": 69.6243, "aux.loss_ce": 0.15652, "aux.acc_seg": 67.43672, "loss": 0.48925, "time": 0.2352}
{"mode": "train", "epoch": 38, "iter": 19850, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.37882, "decode.acc_seg": 68.83673, "aux.loss_ce": 0.17679, "aux.acc_seg": 66.36894, "loss": 0.55561, "time": 0.23455}
{"mode": "train", "epoch": 38, "iter": 19900, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.38238, "decode.acc_seg": 69.05971, "aux.loss_ce": 0.17928, "aux.acc_seg": 66.81474, "loss": 0.56167, "time": 0.23364}
{"mode": "train", "epoch": 39, "iter": 19950, "lr": 1e-05, "memory": 16676, "data_time": 0.05201, "decode.loss_ce": 0.33488, "decode.acc_seg": 69.6094, "aux.loss_ce": 0.16496, "aux.acc_seg": 66.68048, "loss": 0.49983, "time": 0.28487}
{"mode": "train", "epoch": 39, "iter": 20000, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.32915, "decode.acc_seg": 69.35187, "aux.loss_ce": 0.15847, "aux.acc_seg": 67.14536, "loss": 0.48761, "time": 0.23346}
{"mode": "train", "epoch": 39, "iter": 20050, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.35978, "decode.acc_seg": 71.42496, "aux.loss_ce": 0.16788, "aux.acc_seg": 69.41021, "loss": 0.52767, "time": 0.23572}
{"mode": "train", "epoch": 39, "iter": 20100, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.34568, "decode.acc_seg": 70.84927, "aux.loss_ce": 0.16527, "aux.acc_seg": 68.67209, "loss": 0.51095, "time": 0.23602}
{"mode": "train", "epoch": 39, "iter": 20150, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.34448, "decode.acc_seg": 69.88161, "aux.loss_ce": 0.16707, "aux.acc_seg": 67.11775, "loss": 0.51155, "time": 0.23431}
{"mode": "train", "epoch": 39, "iter": 20200, "lr": 1e-05, "memory": 16676, "data_time": 0.00386, "decode.loss_ce": 0.34776, "decode.acc_seg": 71.0538, "aux.loss_ce": 0.16431, "aux.acc_seg": 68.72922, "loss": 0.51206, "time": 0.23647}
{"mode": "train", "epoch": 39, "iter": 20250, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.34691, "decode.acc_seg": 70.31273, "aux.loss_ce": 0.16658, "aux.acc_seg": 67.59377, "loss": 0.51349, "time": 0.23473}
{"mode": "train", "epoch": 39, "iter": 20300, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.35498, "decode.acc_seg": 68.70501, "aux.loss_ce": 0.168, "aux.acc_seg": 66.46627, "loss": 0.52299, "time": 0.23533}
{"mode": "train", "epoch": 39, "iter": 20350, "lr": 1e-05, "memory": 16676, "data_time": 0.00388, "decode.loss_ce": 0.34901, "decode.acc_seg": 70.73333, "aux.loss_ce": 0.16489, "aux.acc_seg": 68.26396, "loss": 0.5139, "time": 0.23728}
{"mode": "train", "epoch": 39, "iter": 20400, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.34592, "decode.acc_seg": 69.08341, "aux.loss_ce": 0.16612, "aux.acc_seg": 66.84957, "loss": 0.51205, "time": 0.2347}
{"mode": "train", "epoch": 40, "iter": 20450, "lr": 1e-05, "memory": 16676, "data_time": 0.05148, "decode.loss_ce": 0.34485, "decode.acc_seg": 71.39384, "aux.loss_ce": 0.16857, "aux.acc_seg": 68.75071, "loss": 0.51342, "time": 0.28448}
{"mode": "train", "epoch": 40, "iter": 20500, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.33578, "decode.acc_seg": 70.15227, "aux.loss_ce": 0.1631, "aux.acc_seg": 67.56223, "loss": 0.49888, "time": 0.23464}
{"mode": "train", "epoch": 40, "iter": 20550, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.3958, "decode.acc_seg": 70.34178, "aux.loss_ce": 0.1821, "aux.acc_seg": 67.98183, "loss": 0.5779, "time": 0.23352}
{"mode": "train", "epoch": 40, "iter": 20600, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.34508, "decode.acc_seg": 69.69831, "aux.loss_ce": 0.16172, "aux.acc_seg": 67.58937, "loss": 0.5068, "time": 0.23462}
{"mode": "train", "epoch": 40, "iter": 20650, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.35434, "decode.acc_seg": 69.02572, "aux.loss_ce": 0.17321, "aux.acc_seg": 66.02252, "loss": 0.52754, "time": 0.2368}
{"mode": "train", "epoch": 40, "iter": 20700, "lr": 1e-05, "memory": 16676, "data_time": 0.00388, "decode.loss_ce": 0.33038, "decode.acc_seg": 69.9118, "aux.loss_ce": 0.15987, "aux.acc_seg": 67.25068, "loss": 0.49026, "time": 0.23744}
{"mode": "train", "epoch": 40, "iter": 20750, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.34152, "decode.acc_seg": 68.5298, "aux.loss_ce": 0.16112, "aux.acc_seg": 66.53526, "loss": 0.50264, "time": 0.23664}
{"mode": "train", "epoch": 40, "iter": 20800, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.35009, "decode.acc_seg": 71.82386, "aux.loss_ce": 0.1656, "aux.acc_seg": 69.42375, "loss": 0.51569, "time": 0.23432}
{"mode": "train", "epoch": 40, "iter": 20850, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.35283, "decode.acc_seg": 67.58534, "aux.loss_ce": 0.16709, "aux.acc_seg": 65.31101, "loss": 0.51992, "time": 0.23559}
{"mode": "train", "epoch": 40, "iter": 20900, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.35996, "decode.acc_seg": 70.31729, "aux.loss_ce": 0.17406, "aux.acc_seg": 67.67852, "loss": 0.53402, "time": 0.23749}
{"mode": "train", "epoch": 40, "iter": 20950, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.34291, "decode.acc_seg": 69.56171, "aux.loss_ce": 0.16528, "aux.acc_seg": 66.95232, "loss": 0.50819, "time": 0.23575}
{"mode": "train", "epoch": 41, "iter": 21000, "lr": 1e-05, "memory": 16676, "data_time": 0.04912, "decode.loss_ce": 0.33931, "decode.acc_seg": 71.01509, "aux.loss_ce": 0.16417, "aux.acc_seg": 68.4372, "loss": 0.50349, "time": 0.28361}
{"mode": "train", "epoch": 41, "iter": 21050, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.32963, "decode.acc_seg": 70.14954, "aux.loss_ce": 0.16045, "aux.acc_seg": 67.60427, "loss": 0.49008, "time": 0.23654}
{"mode": "train", "epoch": 41, "iter": 21100, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.33601, "decode.acc_seg": 70.08096, "aux.loss_ce": 0.15765, "aux.acc_seg": 67.66623, "loss": 0.49365, "time": 0.23485}
{"mode": "train", "epoch": 41, "iter": 21150, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.34449, "decode.acc_seg": 70.46317, "aux.loss_ce": 0.16631, "aux.acc_seg": 67.77142, "loss": 0.51079, "time": 0.23544}
{"mode": "train", "epoch": 41, "iter": 21200, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.3243, "decode.acc_seg": 71.30578, "aux.loss_ce": 0.15606, "aux.acc_seg": 68.90212, "loss": 0.48036, "time": 0.23504}
{"mode": "train", "epoch": 41, "iter": 21250, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.32691, "decode.acc_seg": 70.13432, "aux.loss_ce": 0.15972, "aux.acc_seg": 67.43278, "loss": 0.48663, "time": 0.23342}
{"mode": "train", "epoch": 41, "iter": 21300, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.34265, "decode.acc_seg": 68.95554, "aux.loss_ce": 0.16452, "aux.acc_seg": 66.67583, "loss": 0.50717, "time": 0.23544}
{"mode": "train", "epoch": 41, "iter": 21350, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.34156, "decode.acc_seg": 69.35374, "aux.loss_ce": 0.16334, "aux.acc_seg": 66.99487, "loss": 0.50491, "time": 0.23594}
{"mode": "train", "epoch": 41, "iter": 21400, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.32893, "decode.acc_seg": 69.45414, "aux.loss_ce": 0.16296, "aux.acc_seg": 66.56917, "loss": 0.49189, "time": 0.23397}
{"mode": "train", "epoch": 41, "iter": 21450, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.33241, "decode.acc_seg": 69.72308, "aux.loss_ce": 0.15882, "aux.acc_seg": 67.41979, "loss": 0.49124, "time": 0.23566}
{"mode": "train", "epoch": 42, "iter": 21500, "lr": 1e-05, "memory": 16676, "data_time": 0.05011, "decode.loss_ce": 0.32768, "decode.acc_seg": 70.98103, "aux.loss_ce": 0.15715, "aux.acc_seg": 68.42005, "loss": 0.48483, "time": 0.28472}
{"mode": "train", "epoch": 42, "iter": 21550, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.32953, "decode.acc_seg": 70.07603, "aux.loss_ce": 0.16314, "aux.acc_seg": 67.14195, "loss": 0.49266, "time": 0.23623}
{"mode": "train", "epoch": 42, "iter": 21600, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.33905, "decode.acc_seg": 71.2767, "aux.loss_ce": 0.16674, "aux.acc_seg": 68.22293, "loss": 0.50579, "time": 0.23617}
{"mode": "train", "epoch": 42, "iter": 21650, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.331, "decode.acc_seg": 70.01129, "aux.loss_ce": 0.15954, "aux.acc_seg": 67.59525, "loss": 0.49054, "time": 0.23206}
{"mode": "train", "epoch": 42, "iter": 21700, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.33873, "decode.acc_seg": 70.82355, "aux.loss_ce": 0.16428, "aux.acc_seg": 68.16205, "loss": 0.50301, "time": 0.23364}
{"mode": "train", "epoch": 42, "iter": 21750, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.33817, "decode.acc_seg": 71.78272, "aux.loss_ce": 0.16539, "aux.acc_seg": 68.92738, "loss": 0.50357, "time": 0.23574}
{"mode": "train", "epoch": 42, "iter": 21800, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.34265, "decode.acc_seg": 71.0034, "aux.loss_ce": 0.16627, "aux.acc_seg": 68.22844, "loss": 0.50892, "time": 0.23727}
{"mode": "train", "epoch": 42, "iter": 21850, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.33834, "decode.acc_seg": 71.98515, "aux.loss_ce": 0.16166, "aux.acc_seg": 69.57943, "loss": 0.5, "time": 0.23486}
{"mode": "train", "epoch": 42, "iter": 21900, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.32686, "decode.acc_seg": 67.45288, "aux.loss_ce": 0.15759, "aux.acc_seg": 65.41498, "loss": 0.48445, "time": 0.23548}
{"mode": "train", "epoch": 42, "iter": 21950, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.34218, "decode.acc_seg": 71.23786, "aux.loss_ce": 0.16382, "aux.acc_seg": 68.59894, "loss": 0.506, "time": 0.23441}
{"mode": "train", "epoch": 42, "iter": 22000, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.34428, "decode.acc_seg": 68.43198, "aux.loss_ce": 0.16393, "aux.acc_seg": 65.96248, "loss": 0.5082, "time": 0.23656}
{"mode": "train", "epoch": 43, "iter": 22050, "lr": 1e-05, "memory": 16676, "data_time": 0.05151, "decode.loss_ce": 0.3632, "decode.acc_seg": 70.01585, "aux.loss_ce": 0.17703, "aux.acc_seg": 66.82167, "loss": 0.54023, "time": 0.28374}
{"mode": "train", "epoch": 43, "iter": 22100, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.34166, "decode.acc_seg": 71.01492, "aux.loss_ce": 0.16263, "aux.acc_seg": 68.72824, "loss": 0.50429, "time": 0.23313}
{"mode": "train", "epoch": 43, "iter": 22150, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.32344, "decode.acc_seg": 69.86408, "aux.loss_ce": 0.15834, "aux.acc_seg": 67.14024, "loss": 0.48178, "time": 0.23273}
{"mode": "train", "epoch": 43, "iter": 22200, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.3234, "decode.acc_seg": 70.74763, "aux.loss_ce": 0.15454, "aux.acc_seg": 68.61027, "loss": 0.47794, "time": 0.23519}
{"mode": "train", "epoch": 43, "iter": 22250, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.34375, "decode.acc_seg": 71.06814, "aux.loss_ce": 0.17073, "aux.acc_seg": 67.74284, "loss": 0.51448, "time": 0.23465}
{"mode": "train", "epoch": 43, "iter": 22300, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.33405, "decode.acc_seg": 72.15871, "aux.loss_ce": 0.16207, "aux.acc_seg": 69.70513, "loss": 0.49612, "time": 0.23715}
{"mode": "train", "epoch": 43, "iter": 22350, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.3475, "decode.acc_seg": 68.93348, "aux.loss_ce": 0.16483, "aux.acc_seg": 66.55144, "loss": 0.51233, "time": 0.23297}
{"mode": "train", "epoch": 43, "iter": 22400, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.32352, "decode.acc_seg": 71.15384, "aux.loss_ce": 0.15663, "aux.acc_seg": 68.77152, "loss": 0.48016, "time": 0.23846}
{"mode": "train", "epoch": 43, "iter": 22450, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.31801, "decode.acc_seg": 71.62482, "aux.loss_ce": 0.15767, "aux.acc_seg": 69.02205, "loss": 0.47567, "time": 0.23666}
{"mode": "train", "epoch": 43, "iter": 22500, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.32491, "decode.acc_seg": 71.68742, "aux.loss_ce": 0.1606, "aux.acc_seg": 68.77768, "loss": 0.48551, "time": 0.2352}
{"mode": "train", "epoch": 44, "iter": 22550, "lr": 1e-05, "memory": 16676, "data_time": 0.0507, "decode.loss_ce": 0.33829, "decode.acc_seg": 70.0078, "aux.loss_ce": 0.16427, "aux.acc_seg": 67.46134, "loss": 0.50256, "time": 0.2839}
{"mode": "train", "epoch": 44, "iter": 22600, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.32886, "decode.acc_seg": 70.3155, "aux.loss_ce": 0.16086, "aux.acc_seg": 67.65452, "loss": 0.48972, "time": 0.23532}
{"mode": "train", "epoch": 44, "iter": 22650, "lr": 1e-05, "memory": 16676, "data_time": 0.00389, "decode.loss_ce": 0.32877, "decode.acc_seg": 69.53797, "aux.loss_ce": 0.15879, "aux.acc_seg": 66.87158, "loss": 0.48756, "time": 0.23376}
{"mode": "train", "epoch": 44, "iter": 22700, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.32588, "decode.acc_seg": 72.02522, "aux.loss_ce": 0.15945, "aux.acc_seg": 69.32566, "loss": 0.48533, "time": 0.23575}
{"mode": "train", "epoch": 44, "iter": 22750, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.32533, "decode.acc_seg": 70.17515, "aux.loss_ce": 0.1638, "aux.acc_seg": 66.73124, "loss": 0.48913, "time": 0.23573}
{"mode": "train", "epoch": 44, "iter": 22800, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.32346, "decode.acc_seg": 70.43389, "aux.loss_ce": 0.15779, "aux.acc_seg": 67.81343, "loss": 0.48125, "time": 0.23289}
{"mode": "train", "epoch": 44, "iter": 22850, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.32874, "decode.acc_seg": 70.18755, "aux.loss_ce": 0.15759, "aux.acc_seg": 67.79022, "loss": 0.48633, "time": 0.23507}
{"mode": "train", "epoch": 44, "iter": 22900, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.34505, "decode.acc_seg": 69.89596, "aux.loss_ce": 0.16473, "aux.acc_seg": 67.51364, "loss": 0.50979, "time": 0.23689}
{"mode": "train", "epoch": 44, "iter": 22950, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.34782, "decode.acc_seg": 71.05726, "aux.loss_ce": 0.16457, "aux.acc_seg": 68.50214, "loss": 0.51239, "time": 0.23619}
{"mode": "train", "epoch": 44, "iter": 23000, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.34594, "decode.acc_seg": 68.50528, "aux.loss_ce": 0.16412, "aux.acc_seg": 66.00359, "loss": 0.51007, "time": 0.23592}
{"mode": "train", "epoch": 44, "iter": 23050, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.33888, "decode.acc_seg": 71.65524, "aux.loss_ce": 0.16592, "aux.acc_seg": 68.99229, "loss": 0.5048, "time": 0.23573}
{"mode": "train", "epoch": 45, "iter": 23100, "lr": 1e-05, "memory": 16676, "data_time": 0.0517, "decode.loss_ce": 0.32456, "decode.acc_seg": 71.21733, "aux.loss_ce": 0.15849, "aux.acc_seg": 68.37823, "loss": 0.48305, "time": 0.28719}
{"mode": "train", "epoch": 45, "iter": 23150, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.32617, "decode.acc_seg": 69.24878, "aux.loss_ce": 0.15849, "aux.acc_seg": 66.38572, "loss": 0.48466, "time": 0.23539}
{"mode": "train", "epoch": 45, "iter": 23200, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.33924, "decode.acc_seg": 70.3134, "aux.loss_ce": 0.16582, "aux.acc_seg": 67.59208, "loss": 0.50506, "time": 0.23711}
{"mode": "train", "epoch": 45, "iter": 23250, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.32399, "decode.acc_seg": 69.82479, "aux.loss_ce": 0.155, "aux.acc_seg": 67.47804, "loss": 0.479, "time": 0.23383}
{"mode": "train", "epoch": 45, "iter": 23300, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.33148, "decode.acc_seg": 68.93931, "aux.loss_ce": 0.16217, "aux.acc_seg": 66.40113, "loss": 0.49365, "time": 0.2339}
{"mode": "train", "epoch": 45, "iter": 23350, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.30871, "decode.acc_seg": 69.65147, "aux.loss_ce": 0.15264, "aux.acc_seg": 67.04431, "loss": 0.46135, "time": 0.23466}
{"mode": "train", "epoch": 45, "iter": 23400, "lr": 1e-05, "memory": 16676, "data_time": 0.00347, "decode.loss_ce": 0.33253, "decode.acc_seg": 69.8346, "aux.loss_ce": 0.15787, "aux.acc_seg": 67.34402, "loss": 0.49041, "time": 0.23867}
{"mode": "train", "epoch": 45, "iter": 23450, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.31743, "decode.acc_seg": 69.3358, "aux.loss_ce": 0.15009, "aux.acc_seg": 67.17734, "loss": 0.46753, "time": 0.23387}
{"mode": "train", "epoch": 45, "iter": 23500, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.3402, "decode.acc_seg": 70.8178, "aux.loss_ce": 0.16535, "aux.acc_seg": 68.27498, "loss": 0.50556, "time": 0.2341}
{"mode": "train", "epoch": 45, "iter": 23550, "lr": 1e-05, "memory": 16676, "data_time": 0.00347, "decode.loss_ce": 0.34433, "decode.acc_seg": 70.31011, "aux.loss_ce": 0.16613, "aux.acc_seg": 67.78637, "loss": 0.51046, "time": 0.23509}
{"mode": "train", "epoch": 46, "iter": 23600, "lr": 1e-05, "memory": 16676, "data_time": 0.05142, "decode.loss_ce": 0.32987, "decode.acc_seg": 71.20447, "aux.loss_ce": 0.15765, "aux.acc_seg": 69.14524, "loss": 0.48752, "time": 0.28357}
{"mode": "train", "epoch": 46, "iter": 23650, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.32847, "decode.acc_seg": 69.9361, "aux.loss_ce": 0.15694, "aux.acc_seg": 68.04324, "loss": 0.48541, "time": 0.23392}
{"mode": "train", "epoch": 46, "iter": 23700, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.32837, "decode.acc_seg": 69.23279, "aux.loss_ce": 0.1605, "aux.acc_seg": 66.60258, "loss": 0.48887, "time": 0.23674}
{"mode": "train", "epoch": 46, "iter": 23750, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.31535, "decode.acc_seg": 71.8134, "aux.loss_ce": 0.1567, "aux.acc_seg": 68.96225, "loss": 0.47204, "time": 0.23762}
{"mode": "train", "epoch": 46, "iter": 23800, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.32127, "decode.acc_seg": 71.10534, "aux.loss_ce": 0.15673, "aux.acc_seg": 68.5959, "loss": 0.478, "time": 0.23857}
{"mode": "train", "epoch": 46, "iter": 23850, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.32725, "decode.acc_seg": 71.71268, "aux.loss_ce": 0.16009, "aux.acc_seg": 68.93764, "loss": 0.48734, "time": 0.23567}
{"mode": "train", "epoch": 46, "iter": 23900, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.30579, "decode.acc_seg": 70.87515, "aux.loss_ce": 0.15243, "aux.acc_seg": 68.04728, "loss": 0.45821, "time": 0.23485}
{"mode": "train", "epoch": 46, "iter": 23950, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.33367, "decode.acc_seg": 73.00046, "aux.loss_ce": 0.16814, "aux.acc_seg": 69.67558, "loss": 0.50181, "time": 0.23731}
{"mode": "train", "epoch": 46, "iter": 24000, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.3314, "decode.acc_seg": 71.37546, "aux.loss_ce": 0.16067, "aux.acc_seg": 68.74244, "loss": 0.49207, "time": 0.23316}
{"mode": "train", "epoch": 46, "iter": 24050, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.32411, "decode.acc_seg": 69.2453, "aux.loss_ce": 0.15941, "aux.acc_seg": 66.46075, "loss": 0.48352, "time": 0.23341}
{"mode": "train", "epoch": 46, "iter": 24100, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.32518, "decode.acc_seg": 67.27705, "aux.loss_ce": 0.15757, "aux.acc_seg": 64.52627, "loss": 0.48275, "time": 0.23437}
{"mode": "train", "epoch": 47, "iter": 24150, "lr": 1e-05, "memory": 16676, "data_time": 0.05159, "decode.loss_ce": 0.31632, "decode.acc_seg": 72.30229, "aux.loss_ce": 0.15835, "aux.acc_seg": 69.04352, "loss": 0.47467, "time": 0.29106}
{"mode": "train", "epoch": 47, "iter": 24200, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.31485, "decode.acc_seg": 71.33128, "aux.loss_ce": 0.15664, "aux.acc_seg": 68.48368, "loss": 0.47149, "time": 0.23433}
{"mode": "train", "epoch": 47, "iter": 24250, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.30948, "decode.acc_seg": 69.77483, "aux.loss_ce": 0.15298, "aux.acc_seg": 67.15744, "loss": 0.46246, "time": 0.23564}
{"mode": "train", "epoch": 47, "iter": 24300, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.31929, "decode.acc_seg": 71.67389, "aux.loss_ce": 0.15805, "aux.acc_seg": 68.72553, "loss": 0.47735, "time": 0.2324}
{"mode": "train", "epoch": 47, "iter": 24350, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.31259, "decode.acc_seg": 70.26794, "aux.loss_ce": 0.15811, "aux.acc_seg": 66.9742, "loss": 0.4707, "time": 0.23447}
{"mode": "train", "epoch": 47, "iter": 24400, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.3177, "decode.acc_seg": 70.62799, "aux.loss_ce": 0.15569, "aux.acc_seg": 67.98808, "loss": 0.47339, "time": 0.23492}
{"mode": "train", "epoch": 47, "iter": 24450, "lr": 1e-05, "memory": 16676, "data_time": 0.00385, "decode.loss_ce": 0.33535, "decode.acc_seg": 71.55488, "aux.loss_ce": 0.16427, "aux.acc_seg": 69.18766, "loss": 0.49963, "time": 0.23546}
{"mode": "train", "epoch": 47, "iter": 24500, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.35724, "decode.acc_seg": 70.62291, "aux.loss_ce": 0.16586, "aux.acc_seg": 68.13987, "loss": 0.52309, "time": 0.23426}
{"mode": "train", "epoch": 47, "iter": 24550, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.34125, "decode.acc_seg": 67.9954, "aux.loss_ce": 0.16017, "aux.acc_seg": 65.80136, "loss": 0.50142, "time": 0.23524}
{"mode": "train", "epoch": 47, "iter": 24600, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.35101, "decode.acc_seg": 70.08529, "aux.loss_ce": 0.16624, "aux.acc_seg": 67.61711, "loss": 0.51725, "time": 0.23503}
{"mode": "train", "epoch": 48, "iter": 24650, "lr": 1e-05, "memory": 16676, "data_time": 0.05204, "decode.loss_ce": 0.32465, "decode.acc_seg": 70.62623, "aux.loss_ce": 0.15484, "aux.acc_seg": 68.47618, "loss": 0.47948, "time": 0.28438}
{"mode": "train", "epoch": 48, "iter": 24700, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.33084, "decode.acc_seg": 73.03651, "aux.loss_ce": 0.16021, "aux.acc_seg": 70.43795, "loss": 0.49105, "time": 0.23762}
{"mode": "train", "epoch": 48, "iter": 24750, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.32574, "decode.acc_seg": 73.07557, "aux.loss_ce": 0.15892, "aux.acc_seg": 70.26974, "loss": 0.48466, "time": 0.23585}
{"mode": "train", "epoch": 48, "iter": 24800, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.32743, "decode.acc_seg": 71.12146, "aux.loss_ce": 0.15872, "aux.acc_seg": 68.45569, "loss": 0.48614, "time": 0.23542}
{"mode": "train", "epoch": 48, "iter": 24850, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.34088, "decode.acc_seg": 70.15028, "aux.loss_ce": 0.16773, "aux.acc_seg": 66.74435, "loss": 0.50862, "time": 0.23599}
{"mode": "train", "epoch": 48, "iter": 24900, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.3186, "decode.acc_seg": 69.46133, "aux.loss_ce": 0.15699, "aux.acc_seg": 66.62012, "loss": 0.47559, "time": 0.23399}
{"mode": "train", "epoch": 48, "iter": 24950, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.33582, "decode.acc_seg": 71.09547, "aux.loss_ce": 0.16271, "aux.acc_seg": 68.5437, "loss": 0.49853, "time": 0.23512}
{"mode": "train", "epoch": 48, "iter": 25000, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.33233, "decode.acc_seg": 70.82103, "aux.loss_ce": 0.16122, "aux.acc_seg": 68.23705, "loss": 0.49355, "time": 0.23412}
{"mode": "train", "epoch": 48, "iter": 25050, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.32236, "decode.acc_seg": 69.36363, "aux.loss_ce": 0.15623, "aux.acc_seg": 66.85392, "loss": 0.47859, "time": 0.23339}
{"mode": "train", "epoch": 48, "iter": 25100, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.30946, "decode.acc_seg": 70.88884, "aux.loss_ce": 0.15234, "aux.acc_seg": 68.04967, "loss": 0.4618, "time": 0.23353}
{"mode": "train", "epoch": 48, "iter": 25150, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.32377, "decode.acc_seg": 70.25213, "aux.loss_ce": 0.15913, "aux.acc_seg": 67.64159, "loss": 0.48289, "time": 0.2326}
{"mode": "train", "epoch": 49, "iter": 25200, "lr": 1e-05, "memory": 16676, "data_time": 0.04813, "decode.loss_ce": 0.31365, "decode.acc_seg": 70.78066, "aux.loss_ce": 0.15387, "aux.acc_seg": 68.10146, "loss": 0.46752, "time": 0.28474}
{"mode": "train", "epoch": 49, "iter": 25250, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.30829, "decode.acc_seg": 71.74671, "aux.loss_ce": 0.14979, "aux.acc_seg": 69.05116, "loss": 0.45808, "time": 0.23398}
{"mode": "train", "epoch": 49, "iter": 25300, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.3021, "decode.acc_seg": 69.80445, "aux.loss_ce": 0.15054, "aux.acc_seg": 66.98318, "loss": 0.45263, "time": 0.23556}
{"mode": "train", "epoch": 49, "iter": 25350, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.32989, "decode.acc_seg": 72.40628, "aux.loss_ce": 0.15636, "aux.acc_seg": 70.17371, "loss": 0.48625, "time": 0.23513}
{"mode": "train", "epoch": 49, "iter": 25400, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.32419, "decode.acc_seg": 74.81776, "aux.loss_ce": 0.16179, "aux.acc_seg": 71.96835, "loss": 0.48598, "time": 0.23591}
{"mode": "train", "epoch": 49, "iter": 25450, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.33031, "decode.acc_seg": 72.51525, "aux.loss_ce": 0.16088, "aux.acc_seg": 69.73051, "loss": 0.49119, "time": 0.23476}
{"mode": "train", "epoch": 49, "iter": 25500, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.33175, "decode.acc_seg": 70.79111, "aux.loss_ce": 0.15887, "aux.acc_seg": 68.3925, "loss": 0.49062, "time": 0.23556}
{"mode": "train", "epoch": 49, "iter": 25550, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.33945, "decode.acc_seg": 71.69796, "aux.loss_ce": 0.16659, "aux.acc_seg": 68.87999, "loss": 0.50603, "time": 0.23446}
{"mode": "train", "epoch": 49, "iter": 25600, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.33552, "decode.acc_seg": 71.96872, "aux.loss_ce": 0.16261, "aux.acc_seg": 69.44248, "loss": 0.49812, "time": 0.23677}
{"mode": "train", "epoch": 49, "iter": 25650, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.31627, "decode.acc_seg": 70.36837, "aux.loss_ce": 0.1527, "aux.acc_seg": 67.71966, "loss": 0.46898, "time": 0.23565}
{"mode": "train", "epoch": 50, "iter": 25700, "lr": 1e-05, "memory": 16676, "data_time": 0.0498, "decode.loss_ce": 0.32307, "decode.acc_seg": 70.16397, "aux.loss_ce": 0.15973, "aux.acc_seg": 67.30854, "loss": 0.48281, "time": 0.28347}
{"mode": "train", "epoch": 50, "iter": 25750, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.31621, "decode.acc_seg": 71.66134, "aux.loss_ce": 0.15603, "aux.acc_seg": 69.11214, "loss": 0.47224, "time": 0.23662}
{"mode": "train", "epoch": 50, "iter": 25800, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.31416, "decode.acc_seg": 70.62433, "aux.loss_ce": 0.15481, "aux.acc_seg": 67.8639, "loss": 0.46897, "time": 0.23603}
{"mode": "train", "epoch": 50, "iter": 25850, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.30955, "decode.acc_seg": 71.36607, "aux.loss_ce": 0.151, "aux.acc_seg": 69.0645, "loss": 0.46055, "time": 0.23359}
{"mode": "train", "epoch": 50, "iter": 25900, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.3189, "decode.acc_seg": 73.22435, "aux.loss_ce": 0.15811, "aux.acc_seg": 70.30859, "loss": 0.47701, "time": 0.23455}
{"mode": "train", "epoch": 50, "iter": 25950, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.30073, "decode.acc_seg": 68.18105, "aux.loss_ce": 0.14637, "aux.acc_seg": 65.75033, "loss": 0.44709, "time": 0.23505}
{"mode": "train", "epoch": 50, "iter": 26000, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.3184, "decode.acc_seg": 71.08597, "aux.loss_ce": 0.15872, "aux.acc_seg": 67.95914, "loss": 0.47712, "time": 0.23687}
{"mode": "train", "epoch": 50, "iter": 26050, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.31935, "decode.acc_seg": 71.85428, "aux.loss_ce": 0.15739, "aux.acc_seg": 68.9359, "loss": 0.47674, "time": 0.23716}
{"mode": "train", "epoch": 50, "iter": 26100, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.31039, "decode.acc_seg": 70.1175, "aux.loss_ce": 0.15245, "aux.acc_seg": 67.54114, "loss": 0.46284, "time": 0.23446}
{"mode": "train", "epoch": 50, "iter": 26150, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.3227, "decode.acc_seg": 69.76404, "aux.loss_ce": 0.16025, "aux.acc_seg": 66.98486, "loss": 0.48295, "time": 0.23387}
{"mode": "train", "epoch": 50, "iter": 26200, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.31033, "decode.acc_seg": 71.38947, "aux.loss_ce": 0.1496, "aux.acc_seg": 69.14739, "loss": 0.45993, "time": 0.23398}
{"mode": "train", "epoch": 51, "iter": 26250, "lr": 1e-05, "memory": 16676, "data_time": 0.04854, "decode.loss_ce": 0.32139, "decode.acc_seg": 70.95852, "aux.loss_ce": 0.15736, "aux.acc_seg": 68.61269, "loss": 0.47875, "time": 0.28532}
{"mode": "train", "epoch": 51, "iter": 26300, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.31926, "decode.acc_seg": 71.63806, "aux.loss_ce": 0.15841, "aux.acc_seg": 69.0038, "loss": 0.47767, "time": 0.23727}
{"mode": "train", "epoch": 51, "iter": 26350, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.31155, "decode.acc_seg": 69.22531, "aux.loss_ce": 0.1556, "aux.acc_seg": 66.5098, "loss": 0.46715, "time": 0.23308}
{"mode": "train", "epoch": 51, "iter": 26400, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.3326, "decode.acc_seg": 71.63339, "aux.loss_ce": 0.16399, "aux.acc_seg": 68.3724, "loss": 0.49659, "time": 0.23399}
{"mode": "train", "epoch": 51, "iter": 26450, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.31747, "decode.acc_seg": 70.54268, "aux.loss_ce": 0.15568, "aux.acc_seg": 67.67401, "loss": 0.47315, "time": 0.2358}
{"mode": "train", "epoch": 51, "iter": 26500, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.32522, "decode.acc_seg": 69.93823, "aux.loss_ce": 0.1612, "aux.acc_seg": 66.99256, "loss": 0.48642, "time": 0.23514}
{"mode": "train", "epoch": 51, "iter": 26550, "lr": 1e-05, "memory": 16676, "data_time": 0.00345, "decode.loss_ce": 0.30854, "decode.acc_seg": 69.47917, "aux.loss_ce": 0.15491, "aux.acc_seg": 66.50744, "loss": 0.46345, "time": 0.23352}
{"mode": "train", "epoch": 51, "iter": 26600, "lr": 1e-05, "memory": 16676, "data_time": 0.00345, "decode.loss_ce": 0.31323, "decode.acc_seg": 69.27687, "aux.loss_ce": 0.15529, "aux.acc_seg": 66.52486, "loss": 0.46852, "time": 0.23533}
{"mode": "train", "epoch": 51, "iter": 26650, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.31379, "decode.acc_seg": 71.01504, "aux.loss_ce": 0.15602, "aux.acc_seg": 67.99032, "loss": 0.46981, "time": 0.23539}
{"mode": "train", "epoch": 51, "iter": 26700, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.29915, "decode.acc_seg": 70.03061, "aux.loss_ce": 0.14997, "aux.acc_seg": 67.1657, "loss": 0.44912, "time": 0.23581}
{"mode": "train", "epoch": 52, "iter": 26750, "lr": 1e-05, "memory": 16676, "data_time": 0.05172, "decode.loss_ce": 0.32446, "decode.acc_seg": 71.81602, "aux.loss_ce": 0.16128, "aux.acc_seg": 68.88592, "loss": 0.48574, "time": 0.2854}
{"mode": "train", "epoch": 52, "iter": 26800, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.32652, "decode.acc_seg": 71.31657, "aux.loss_ce": 0.15827, "aux.acc_seg": 68.8016, "loss": 0.48478, "time": 0.23343}
{"mode": "train", "epoch": 52, "iter": 26850, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.33656, "decode.acc_seg": 70.69202, "aux.loss_ce": 0.16531, "aux.acc_seg": 68.13195, "loss": 0.50187, "time": 0.23374}
{"mode": "train", "epoch": 52, "iter": 26900, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.33922, "decode.acc_seg": 71.55755, "aux.loss_ce": 0.1627, "aux.acc_seg": 68.83586, "loss": 0.50192, "time": 0.23639}
{"mode": "train", "epoch": 52, "iter": 26950, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.29444, "decode.acc_seg": 72.09577, "aux.loss_ce": 0.14907, "aux.acc_seg": 69.0446, "loss": 0.44351, "time": 0.23579}
{"mode": "train", "epoch": 52, "iter": 27000, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.30457, "decode.acc_seg": 71.14666, "aux.loss_ce": 0.14925, "aux.acc_seg": 68.57489, "loss": 0.45381, "time": 0.23616}
{"mode": "train", "epoch": 52, "iter": 27050, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.30208, "decode.acc_seg": 71.5539, "aux.loss_ce": 0.14902, "aux.acc_seg": 68.85149, "loss": 0.4511, "time": 0.23515}
{"mode": "train", "epoch": 52, "iter": 27100, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.31789, "decode.acc_seg": 71.91604, "aux.loss_ce": 0.15462, "aux.acc_seg": 69.38408, "loss": 0.47251, "time": 0.23293}
{"mode": "train", "epoch": 52, "iter": 27150, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.3001, "decode.acc_seg": 71.35855, "aux.loss_ce": 0.14881, "aux.acc_seg": 68.75569, "loss": 0.44891, "time": 0.23502}
{"mode": "train", "epoch": 52, "iter": 27200, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.31302, "decode.acc_seg": 72.90268, "aux.loss_ce": 0.15744, "aux.acc_seg": 70.02809, "loss": 0.47046, "time": 0.23422}
{"mode": "train", "epoch": 53, "iter": 27250, "lr": 1e-05, "memory": 16676, "data_time": 0.04733, "decode.loss_ce": 0.32433, "decode.acc_seg": 72.94628, "aux.loss_ce": 0.16161, "aux.acc_seg": 70.21393, "loss": 0.48594, "time": 0.28506}
{"mode": "train", "epoch": 53, "iter": 27300, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.30955, "decode.acc_seg": 71.85642, "aux.loss_ce": 0.15384, "aux.acc_seg": 69.21502, "loss": 0.46339, "time": 0.23458}
{"mode": "train", "epoch": 53, "iter": 27350, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.28711, "decode.acc_seg": 70.668, "aux.loss_ce": 0.14653, "aux.acc_seg": 67.62679, "loss": 0.43365, "time": 0.23506}
{"mode": "train", "epoch": 53, "iter": 27400, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.30863, "decode.acc_seg": 71.91563, "aux.loss_ce": 0.15555, "aux.acc_seg": 68.99529, "loss": 0.46418, "time": 0.23731}
{"mode": "train", "epoch": 53, "iter": 27450, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.32172, "decode.acc_seg": 72.80918, "aux.loss_ce": 0.16309, "aux.acc_seg": 69.61016, "loss": 0.4848, "time": 0.23474}
{"mode": "train", "epoch": 53, "iter": 27500, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.28755, "decode.acc_seg": 72.36279, "aux.loss_ce": 0.14144, "aux.acc_seg": 69.8119, "loss": 0.42898, "time": 0.23599}
{"mode": "train", "epoch": 53, "iter": 27550, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.30436, "decode.acc_seg": 71.53416, "aux.loss_ce": 0.15295, "aux.acc_seg": 68.4987, "loss": 0.45731, "time": 0.23791}
{"mode": "train", "epoch": 53, "iter": 27600, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.30694, "decode.acc_seg": 71.70133, "aux.loss_ce": 0.15429, "aux.acc_seg": 68.90082, "loss": 0.46123, "time": 0.23234}
{"mode": "train", "epoch": 53, "iter": 27650, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.32256, "decode.acc_seg": 72.08554, "aux.loss_ce": 0.15737, "aux.acc_seg": 69.34977, "loss": 0.47992, "time": 0.23476}
{"mode": "train", "epoch": 53, "iter": 27700, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.31612, "decode.acc_seg": 72.67721, "aux.loss_ce": 0.15474, "aux.acc_seg": 70.21503, "loss": 0.47086, "time": 0.23889}
{"mode": "train", "epoch": 53, "iter": 27750, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.31015, "decode.acc_seg": 71.02822, "aux.loss_ce": 0.15481, "aux.acc_seg": 68.13929, "loss": 0.46496, "time": 0.23532}
{"mode": "train", "epoch": 54, "iter": 27800, "lr": 1e-05, "memory": 16676, "data_time": 0.0497, "decode.loss_ce": 0.31062, "decode.acc_seg": 71.94363, "aux.loss_ce": 0.15649, "aux.acc_seg": 69.00607, "loss": 0.46711, "time": 0.28629}
{"mode": "train", "epoch": 54, "iter": 27850, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.30089, "decode.acc_seg": 73.03826, "aux.loss_ce": 0.15212, "aux.acc_seg": 70.03375, "loss": 0.45302, "time": 0.23613}
{"mode": "train", "epoch": 54, "iter": 27900, "lr": 1e-05, "memory": 16676, "data_time": 0.00392, "decode.loss_ce": 0.30256, "decode.acc_seg": 72.45153, "aux.loss_ce": 0.15516, "aux.acc_seg": 69.22978, "loss": 0.45772, "time": 0.23512}
{"mode": "train", "epoch": 54, "iter": 27950, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.28754, "decode.acc_seg": 70.05327, "aux.loss_ce": 0.14592, "aux.acc_seg": 66.99881, "loss": 0.43346, "time": 0.23215}
{"mode": "train", "epoch": 54, "iter": 28000, "lr": 1e-05, "memory": 16676, "data_time": 0.00567, "decode.loss_ce": 0.313, "decode.acc_seg": 71.44413, "aux.loss_ce": 0.15115, "aux.acc_seg": 69.04098, "loss": 0.46415, "time": 0.23693}
{"mode": "train", "epoch": 54, "iter": 28050, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.31882, "decode.acc_seg": 67.81393, "aux.loss_ce": 0.15626, "aux.acc_seg": 65.04301, "loss": 0.47508, "time": 0.23521}
{"mode": "train", "epoch": 54, "iter": 28100, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.30292, "decode.acc_seg": 70.18899, "aux.loss_ce": 0.14923, "aux.acc_seg": 67.67854, "loss": 0.45215, "time": 0.23538}
{"mode": "train", "epoch": 54, "iter": 28150, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.32175, "decode.acc_seg": 72.9156, "aux.loss_ce": 0.15984, "aux.acc_seg": 69.94098, "loss": 0.48159, "time": 0.23398}
{"mode": "train", "epoch": 54, "iter": 28200, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.30144, "decode.acc_seg": 72.18211, "aux.loss_ce": 0.15019, "aux.acc_seg": 69.51042, "loss": 0.45163, "time": 0.23553}
{"mode": "train", "epoch": 54, "iter": 28250, "lr": 1e-05, "memory": 16676, "data_time": 0.00346, "decode.loss_ce": 0.30635, "decode.acc_seg": 71.5024, "aux.loss_ce": 0.15539, "aux.acc_seg": 68.77684, "loss": 0.46174, "time": 0.23565}
{"mode": "train", "epoch": 55, "iter": 28300, "lr": 1e-05, "memory": 16676, "data_time": 0.05018, "decode.loss_ce": 0.30679, "decode.acc_seg": 69.96538, "aux.loss_ce": 0.15458, "aux.acc_seg": 67.16354, "loss": 0.46137, "time": 0.28386}
{"mode": "train", "epoch": 55, "iter": 28350, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.30839, "decode.acc_seg": 70.6564, "aux.loss_ce": 0.15418, "aux.acc_seg": 67.67409, "loss": 0.46257, "time": 0.23586}
{"mode": "train", "epoch": 55, "iter": 28400, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.31052, "decode.acc_seg": 72.32622, "aux.loss_ce": 0.15336, "aux.acc_seg": 69.6527, "loss": 0.46388, "time": 0.23501}
{"mode": "train", "epoch": 55, "iter": 28450, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.28249, "decode.acc_seg": 70.86398, "aux.loss_ce": 0.14303, "aux.acc_seg": 68.12353, "loss": 0.42552, "time": 0.233}
{"mode": "train", "epoch": 55, "iter": 28500, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.30486, "decode.acc_seg": 71.81414, "aux.loss_ce": 0.1494, "aux.acc_seg": 69.28293, "loss": 0.45426, "time": 0.23614}
{"mode": "train", "epoch": 55, "iter": 28550, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.30592, "decode.acc_seg": 71.98337, "aux.loss_ce": 0.15183, "aux.acc_seg": 69.2385, "loss": 0.45775, "time": 0.23825}
{"mode": "train", "epoch": 55, "iter": 28600, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.31177, "decode.acc_seg": 73.14851, "aux.loss_ce": 0.15396, "aux.acc_seg": 70.30117, "loss": 0.46573, "time": 0.2349}
{"mode": "train", "epoch": 55, "iter": 28650, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.30939, "decode.acc_seg": 70.41754, "aux.loss_ce": 0.15239, "aux.acc_seg": 67.76321, "loss": 0.46178, "time": 0.23481}
{"mode": "train", "epoch": 55, "iter": 28700, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.28946, "decode.acc_seg": 72.27688, "aux.loss_ce": 0.14426, "aux.acc_seg": 69.63489, "loss": 0.43372, "time": 0.23712}
{"mode": "train", "epoch": 55, "iter": 28750, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.30659, "decode.acc_seg": 72.89588, "aux.loss_ce": 0.1544, "aux.acc_seg": 69.70992, "loss": 0.46099, "time": 0.23277}
{"mode": "train", "epoch": 55, "iter": 28800, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.30004, "decode.acc_seg": 70.24415, "aux.loss_ce": 0.14892, "aux.acc_seg": 67.52112, "loss": 0.44896, "time": 0.23543}
{"mode": "train", "epoch": 56, "iter": 28850, "lr": 1e-05, "memory": 16676, "data_time": 0.05218, "decode.loss_ce": 0.3069, "decode.acc_seg": 71.26416, "aux.loss_ce": 0.15649, "aux.acc_seg": 68.06707, "loss": 0.46339, "time": 0.28695}
{"mode": "train", "epoch": 56, "iter": 28900, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.29466, "decode.acc_seg": 70.3584, "aux.loss_ce": 0.14679, "aux.acc_seg": 67.65316, "loss": 0.44145, "time": 0.23692}
{"mode": "train", "epoch": 56, "iter": 28950, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.31882, "decode.acc_seg": 70.23116, "aux.loss_ce": 0.15243, "aux.acc_seg": 67.54604, "loss": 0.47125, "time": 0.23579}
{"mode": "train", "epoch": 56, "iter": 29000, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.30112, "decode.acc_seg": 72.00378, "aux.loss_ce": 0.15015, "aux.acc_seg": 69.14968, "loss": 0.45128, "time": 0.23628}
{"mode": "train", "epoch": 56, "iter": 29050, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.30361, "decode.acc_seg": 70.8123, "aux.loss_ce": 0.14746, "aux.acc_seg": 68.17891, "loss": 0.45107, "time": 0.23657}
{"mode": "train", "epoch": 56, "iter": 29100, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.299, "decode.acc_seg": 71.31341, "aux.loss_ce": 0.15143, "aux.acc_seg": 68.22781, "loss": 0.45044, "time": 0.23573}
{"mode": "train", "epoch": 56, "iter": 29150, "lr": 1e-05, "memory": 16676, "data_time": 0.00382, "decode.loss_ce": 0.31739, "decode.acc_seg": 72.38817, "aux.loss_ce": 0.15699, "aux.acc_seg": 69.59582, "loss": 0.47438, "time": 0.23601}
{"mode": "train", "epoch": 56, "iter": 29200, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.3018, "decode.acc_seg": 69.82526, "aux.loss_ce": 0.14776, "aux.acc_seg": 67.23707, "loss": 0.44956, "time": 0.23684}
{"mode": "train", "epoch": 56, "iter": 29250, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.31231, "decode.acc_seg": 70.77849, "aux.loss_ce": 0.15932, "aux.acc_seg": 67.42287, "loss": 0.47163, "time": 0.23587}
{"mode": "train", "epoch": 56, "iter": 29300, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.2965, "decode.acc_seg": 71.69082, "aux.loss_ce": 0.14593, "aux.acc_seg": 68.88888, "loss": 0.44243, "time": 0.23346}
{"mode": "train", "epoch": 57, "iter": 29350, "lr": 1e-05, "memory": 16676, "data_time": 0.04897, "decode.loss_ce": 0.30536, "decode.acc_seg": 70.69147, "aux.loss_ce": 0.15321, "aux.acc_seg": 67.86983, "loss": 0.45857, "time": 0.28371}
{"mode": "train", "epoch": 57, "iter": 29400, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.28446, "decode.acc_seg": 71.97201, "aux.loss_ce": 0.14179, "aux.acc_seg": 69.56283, "loss": 0.42626, "time": 0.23472}
{"mode": "train", "epoch": 57, "iter": 29450, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.30894, "decode.acc_seg": 71.50462, "aux.loss_ce": 0.15203, "aux.acc_seg": 68.84872, "loss": 0.46097, "time": 0.2343}
{"mode": "train", "epoch": 57, "iter": 29500, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.29849, "decode.acc_seg": 70.79514, "aux.loss_ce": 0.15234, "aux.acc_seg": 67.81136, "loss": 0.45083, "time": 0.23592}
{"mode": "train", "epoch": 57, "iter": 29550, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.28681, "decode.acc_seg": 71.09439, "aux.loss_ce": 0.14468, "aux.acc_seg": 68.27052, "loss": 0.43149, "time": 0.23595}
{"mode": "train", "epoch": 57, "iter": 29600, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.29945, "decode.acc_seg": 72.3594, "aux.loss_ce": 0.15105, "aux.acc_seg": 69.44008, "loss": 0.4505, "time": 0.23575}
{"mode": "train", "epoch": 57, "iter": 29650, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.31565, "decode.acc_seg": 70.04508, "aux.loss_ce": 0.15532, "aux.acc_seg": 67.51975, "loss": 0.47097, "time": 0.23681}
{"mode": "train", "epoch": 57, "iter": 29700, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.30623, "decode.acc_seg": 71.42617, "aux.loss_ce": 0.15495, "aux.acc_seg": 68.30481, "loss": 0.46117, "time": 0.23623}
{"mode": "train", "epoch": 57, "iter": 29750, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.2903, "decode.acc_seg": 70.7362, "aux.loss_ce": 0.14475, "aux.acc_seg": 67.94637, "loss": 0.43505, "time": 0.23409}
{"mode": "train", "epoch": 57, "iter": 29800, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.28358, "decode.acc_seg": 70.30523, "aux.loss_ce": 0.14171, "aux.acc_seg": 67.72991, "loss": 0.42529, "time": 0.23375}
{"mode": "train", "epoch": 57, "iter": 29850, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.30339, "decode.acc_seg": 71.4942, "aux.loss_ce": 0.15584, "aux.acc_seg": 68.14645, "loss": 0.45923, "time": 0.23292}
{"mode": "train", "epoch": 58, "iter": 29900, "lr": 1e-05, "memory": 16676, "data_time": 0.0489, "decode.loss_ce": 0.29338, "decode.acc_seg": 71.18008, "aux.loss_ce": 0.1461, "aux.acc_seg": 68.84208, "loss": 0.43948, "time": 0.28456}
{"mode": "train", "epoch": 58, "iter": 29950, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.30636, "decode.acc_seg": 70.95952, "aux.loss_ce": 0.15321, "aux.acc_seg": 68.15861, "loss": 0.45957, "time": 0.23481}
{"mode": "train", "epoch": 58, "iter": 30000, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.30506, "decode.acc_seg": 70.37614, "aux.loss_ce": 0.15253, "aux.acc_seg": 67.62955, "loss": 0.45759, "time": 0.23583}
{"mode": "train", "epoch": 58, "iter": 30050, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.28958, "decode.acc_seg": 72.18299, "aux.loss_ce": 0.14354, "aux.acc_seg": 69.71397, "loss": 0.43312, "time": 0.23431}
{"mode": "train", "epoch": 58, "iter": 30100, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.30982, "decode.acc_seg": 70.331, "aux.loss_ce": 0.1576, "aux.acc_seg": 67.01139, "loss": 0.46743, "time": 0.2338}
{"mode": "train", "epoch": 58, "iter": 30150, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.29917, "decode.acc_seg": 71.26259, "aux.loss_ce": 0.15218, "aux.acc_seg": 68.18339, "loss": 0.45135, "time": 0.2351}
{"mode": "train", "epoch": 58, "iter": 30200, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.29112, "decode.acc_seg": 71.91551, "aux.loss_ce": 0.14613, "aux.acc_seg": 69.15284, "loss": 0.43725, "time": 0.23696}
{"mode": "train", "epoch": 58, "iter": 30250, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.30242, "decode.acc_seg": 71.03571, "aux.loss_ce": 0.14748, "aux.acc_seg": 68.72173, "loss": 0.4499, "time": 0.23626}
{"mode": "train", "epoch": 58, "iter": 30300, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.28324, "decode.acc_seg": 69.99048, "aux.loss_ce": 0.14254, "aux.acc_seg": 67.10798, "loss": 0.42578, "time": 0.23345}
{"mode": "train", "epoch": 58, "iter": 30350, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.30106, "decode.acc_seg": 71.04548, "aux.loss_ce": 0.15456, "aux.acc_seg": 67.70112, "loss": 0.45562, "time": 0.23527}
{"mode": "train", "epoch": 59, "iter": 30400, "lr": 1e-05, "memory": 16676, "data_time": 0.05037, "decode.loss_ce": 0.31343, "decode.acc_seg": 72.02457, "aux.loss_ce": 0.15766, "aux.acc_seg": 69.20684, "loss": 0.47109, "time": 0.28322}
{"mode": "train", "epoch": 59, "iter": 30450, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.28589, "decode.acc_seg": 73.7094, "aux.loss_ce": 0.14525, "aux.acc_seg": 70.96976, "loss": 0.43115, "time": 0.23545}
{"mode": "train", "epoch": 59, "iter": 30500, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.29436, "decode.acc_seg": 71.01104, "aux.loss_ce": 0.1421, "aux.acc_seg": 68.77679, "loss": 0.43646, "time": 0.23564}
{"mode": "train", "epoch": 59, "iter": 30550, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.28922, "decode.acc_seg": 71.59631, "aux.loss_ce": 0.14421, "aux.acc_seg": 68.72049, "loss": 0.43344, "time": 0.23416}
{"mode": "train", "epoch": 59, "iter": 30600, "lr": 1e-05, "memory": 16676, "data_time": 0.00348, "decode.loss_ce": 0.2971, "decode.acc_seg": 72.37043, "aux.loss_ce": 0.15007, "aux.acc_seg": 69.37825, "loss": 0.44716, "time": 0.23844}
{"mode": "train", "epoch": 59, "iter": 30650, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.31644, "decode.acc_seg": 73.19934, "aux.loss_ce": 0.15622, "aux.acc_seg": 70.20372, "loss": 0.47265, "time": 0.23629}
{"mode": "train", "epoch": 59, "iter": 30700, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.29319, "decode.acc_seg": 72.61074, "aux.loss_ce": 0.14677, "aux.acc_seg": 69.76458, "loss": 0.43996, "time": 0.23408}
{"mode": "train", "epoch": 59, "iter": 30750, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.2908, "decode.acc_seg": 71.1393, "aux.loss_ce": 0.14404, "aux.acc_seg": 68.57118, "loss": 0.43484, "time": 0.23559}
{"mode": "train", "epoch": 59, "iter": 30800, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.29651, "decode.acc_seg": 71.88259, "aux.loss_ce": 0.14798, "aux.acc_seg": 69.20006, "loss": 0.44449, "time": 0.23469}
{"mode": "train", "epoch": 59, "iter": 30850, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.31148, "decode.acc_seg": 73.40633, "aux.loss_ce": 0.15732, "aux.acc_seg": 70.38038, "loss": 0.4688, "time": 0.23518}
{"mode": "train", "epoch": 59, "iter": 30900, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.30148, "decode.acc_seg": 73.85066, "aux.loss_ce": 0.1541, "aux.acc_seg": 70.49139, "loss": 0.45558, "time": 0.23567}
{"mode": "train", "epoch": 60, "iter": 30950, "lr": 1e-05, "memory": 16676, "data_time": 0.05245, "decode.loss_ce": 0.29948, "decode.acc_seg": 71.83081, "aux.loss_ce": 0.1514, "aux.acc_seg": 68.83984, "loss": 0.45088, "time": 0.28284}
{"mode": "train", "epoch": 60, "iter": 31000, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.28512, "decode.acc_seg": 72.72229, "aux.loss_ce": 0.14304, "aux.acc_seg": 70.03641, "loss": 0.42816, "time": 0.2349}
{"mode": "train", "epoch": 60, "iter": 31050, "lr": 1e-05, "memory": 16676, "data_time": 0.00394, "decode.loss_ce": 0.28311, "decode.acc_seg": 71.13934, "aux.loss_ce": 0.14417, "aux.acc_seg": 68.07081, "loss": 0.42727, "time": 0.23481}
{"mode": "train", "epoch": 60, "iter": 31100, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.30549, "decode.acc_seg": 71.15854, "aux.loss_ce": 0.15635, "aux.acc_seg": 68.10889, "loss": 0.46184, "time": 0.2344}
{"mode": "train", "epoch": 60, "iter": 31150, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.29449, "decode.acc_seg": 71.3197, "aux.loss_ce": 0.14584, "aux.acc_seg": 68.76717, "loss": 0.44033, "time": 0.23484}
{"mode": "train", "epoch": 60, "iter": 31200, "lr": 1e-05, "memory": 16676, "data_time": 0.00377, "decode.loss_ce": 0.28792, "decode.acc_seg": 71.91803, "aux.loss_ce": 0.14585, "aux.acc_seg": 68.89425, "loss": 0.43377, "time": 0.23294}
{"mode": "train", "epoch": 60, "iter": 31250, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.29249, "decode.acc_seg": 72.27215, "aux.loss_ce": 0.15045, "aux.acc_seg": 69.24568, "loss": 0.44294, "time": 0.23301}
{"mode": "train", "epoch": 60, "iter": 31300, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.30494, "decode.acc_seg": 74.15777, "aux.loss_ce": 0.1551, "aux.acc_seg": 71.35367, "loss": 0.46004, "time": 0.23596}
{"mode": "train", "epoch": 60, "iter": 31350, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.28245, "decode.acc_seg": 71.45469, "aux.loss_ce": 0.14264, "aux.acc_seg": 68.64255, "loss": 0.42509, "time": 0.23385}
{"mode": "train", "epoch": 60, "iter": 31400, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.29161, "decode.acc_seg": 72.13526, "aux.loss_ce": 0.14591, "aux.acc_seg": 69.34747, "loss": 0.43752, "time": 0.2369}
{"mode": "train", "epoch": 61, "iter": 31450, "lr": 1e-05, "memory": 16676, "data_time": 0.04951, "decode.loss_ce": 0.29879, "decode.acc_seg": 72.18349, "aux.loss_ce": 0.15344, "aux.acc_seg": 69.12959, "loss": 0.45223, "time": 0.28629}
{"mode": "train", "epoch": 61, "iter": 31500, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.29596, "decode.acc_seg": 71.54274, "aux.loss_ce": 0.14837, "aux.acc_seg": 68.65471, "loss": 0.44433, "time": 0.23503}
{"mode": "train", "epoch": 61, "iter": 31550, "lr": 1e-05, "memory": 16676, "data_time": 0.00403, "decode.loss_ce": 0.29949, "decode.acc_seg": 71.88889, "aux.loss_ce": 0.15216, "aux.acc_seg": 68.83556, "loss": 0.45165, "time": 0.23711}
{"mode": "train", "epoch": 61, "iter": 31600, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.29081, "decode.acc_seg": 70.19964, "aux.loss_ce": 0.14918, "aux.acc_seg": 67.09315, "loss": 0.43999, "time": 0.23507}
{"mode": "train", "epoch": 61, "iter": 31650, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.28538, "decode.acc_seg": 70.96446, "aux.loss_ce": 0.14296, "aux.acc_seg": 68.24485, "loss": 0.42834, "time": 0.2335}
{"mode": "train", "epoch": 61, "iter": 31700, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.29315, "decode.acc_seg": 72.83473, "aux.loss_ce": 0.14766, "aux.acc_seg": 69.8886, "loss": 0.44081, "time": 0.23501}
{"mode": "train", "epoch": 61, "iter": 31750, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.26574, "decode.acc_seg": 71.66645, "aux.loss_ce": 0.1364, "aux.acc_seg": 68.84241, "loss": 0.40215, "time": 0.23488}
{"mode": "train", "epoch": 61, "iter": 31800, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.27025, "decode.acc_seg": 71.30469, "aux.loss_ce": 0.13904, "aux.acc_seg": 68.39063, "loss": 0.40929, "time": 0.23384}
{"mode": "train", "epoch": 61, "iter": 31850, "lr": 1e-05, "memory": 16676, "data_time": 0.00385, "decode.loss_ce": 0.2949, "decode.acc_seg": 71.312, "aux.loss_ce": 0.15037, "aux.acc_seg": 68.33956, "loss": 0.44528, "time": 0.23656}
{"mode": "train", "epoch": 61, "iter": 31900, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.29744, "decode.acc_seg": 70.89898, "aux.loss_ce": 0.1468, "aux.acc_seg": 68.24003, "loss": 0.44424, "time": 0.23306}
{"mode": "train", "epoch": 61, "iter": 31950, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.29804, "decode.acc_seg": 70.74021, "aux.loss_ce": 0.15137, "aux.acc_seg": 67.47425, "loss": 0.4494, "time": 0.23524}
{"mode": "train", "epoch": 62, "iter": 32000, "lr": 1e-05, "memory": 16676, "data_time": 0.05058, "decode.loss_ce": 0.2958, "decode.acc_seg": 71.43661, "aux.loss_ce": 0.14949, "aux.acc_seg": 68.50148, "loss": 0.44529, "time": 0.36558}
{"mode": "train", "epoch": 62, "iter": 32050, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.29929, "decode.acc_seg": 72.83372, "aux.loss_ce": 0.15222, "aux.acc_seg": 70.03302, "loss": 0.45151, "time": 0.23297}
{"mode": "train", "epoch": 62, "iter": 32100, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.29715, "decode.acc_seg": 72.1438, "aux.loss_ce": 0.14798, "aux.acc_seg": 69.37268, "loss": 0.44514, "time": 0.23877}
{"mode": "train", "epoch": 62, "iter": 32150, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.27902, "decode.acc_seg": 71.59197, "aux.loss_ce": 0.13953, "aux.acc_seg": 68.85294, "loss": 0.41855, "time": 0.236}
{"mode": "train", "epoch": 62, "iter": 32200, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.28485, "decode.acc_seg": 72.49471, "aux.loss_ce": 0.14674, "aux.acc_seg": 69.36408, "loss": 0.43159, "time": 0.23689}
{"mode": "train", "epoch": 62, "iter": 32250, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.29035, "decode.acc_seg": 71.85589, "aux.loss_ce": 0.14671, "aux.acc_seg": 68.98741, "loss": 0.43706, "time": 0.23633}
{"mode": "train", "epoch": 62, "iter": 32300, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.29712, "decode.acc_seg": 72.56467, "aux.loss_ce": 0.14738, "aux.acc_seg": 69.8848, "loss": 0.4445, "time": 0.23693}
{"mode": "train", "epoch": 62, "iter": 32350, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.31997, "decode.acc_seg": 71.15781, "aux.loss_ce": 0.15982, "aux.acc_seg": 68.17603, "loss": 0.47979, "time": 0.23561}
{"mode": "train", "epoch": 62, "iter": 32400, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.29852, "decode.acc_seg": 72.55616, "aux.loss_ce": 0.15094, "aux.acc_seg": 69.65259, "loss": 0.44946, "time": 0.2358}
{"mode": "train", "epoch": 62, "iter": 32450, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.28655, "decode.acc_seg": 71.48609, "aux.loss_ce": 0.14507, "aux.acc_seg": 68.66508, "loss": 0.43162, "time": 0.2369}
{"mode": "train", "epoch": 63, "iter": 32500, "lr": 1e-05, "memory": 16676, "data_time": 0.05098, "decode.loss_ce": 0.30203, "decode.acc_seg": 72.77398, "aux.loss_ce": 0.15388, "aux.acc_seg": 69.82218, "loss": 0.45591, "time": 0.28173}
{"mode": "train", "epoch": 63, "iter": 32550, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.28234, "decode.acc_seg": 73.19097, "aux.loss_ce": 0.14284, "aux.acc_seg": 70.14532, "loss": 0.42518, "time": 0.23407}
{"mode": "train", "epoch": 63, "iter": 32600, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.29789, "decode.acc_seg": 73.24597, "aux.loss_ce": 0.14774, "aux.acc_seg": 70.51104, "loss": 0.44563, "time": 0.2351}
{"mode": "train", "epoch": 63, "iter": 32650, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.29072, "decode.acc_seg": 73.32548, "aux.loss_ce": 0.14985, "aux.acc_seg": 69.99203, "loss": 0.44057, "time": 0.23382}
{"mode": "train", "epoch": 63, "iter": 32700, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.27589, "decode.acc_seg": 72.52045, "aux.loss_ce": 0.1434, "aux.acc_seg": 69.29887, "loss": 0.41929, "time": 0.23282}
{"mode": "train", "epoch": 63, "iter": 32750, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.29506, "decode.acc_seg": 71.8056, "aux.loss_ce": 0.15067, "aux.acc_seg": 68.35569, "loss": 0.44574, "time": 0.23536}
{"mode": "train", "epoch": 63, "iter": 32800, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.28711, "decode.acc_seg": 72.11663, "aux.loss_ce": 0.14906, "aux.acc_seg": 68.81746, "loss": 0.43616, "time": 0.23456}
{"mode": "train", "epoch": 63, "iter": 32850, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.30284, "decode.acc_seg": 72.73238, "aux.loss_ce": 0.14999, "aux.acc_seg": 70.08159, "loss": 0.45283, "time": 0.23807}
{"mode": "train", "epoch": 63, "iter": 32900, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.29631, "decode.acc_seg": 73.0405, "aux.loss_ce": 0.14684, "aux.acc_seg": 70.44827, "loss": 0.44314, "time": 0.23523}
{"mode": "train", "epoch": 63, "iter": 32950, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.29706, "decode.acc_seg": 71.83606, "aux.loss_ce": 0.14788, "aux.acc_seg": 69.05975, "loss": 0.44494, "time": 0.2399}
{"mode": "train", "epoch": 63, "iter": 33000, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.29326, "decode.acc_seg": 71.32878, "aux.loss_ce": 0.14792, "aux.acc_seg": 68.2206, "loss": 0.44117, "time": 0.23443}
{"mode": "train", "epoch": 64, "iter": 33050, "lr": 1e-05, "memory": 16676, "data_time": 0.05335, "decode.loss_ce": 0.29204, "decode.acc_seg": 72.902, "aux.loss_ce": 0.14493, "aux.acc_seg": 70.37453, "loss": 0.43698, "time": 0.285}
{"mode": "train", "epoch": 64, "iter": 33100, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.26983, "decode.acc_seg": 73.92237, "aux.loss_ce": 0.13635, "aux.acc_seg": 71.18076, "loss": 0.40618, "time": 0.23746}
{"mode": "train", "epoch": 64, "iter": 33150, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.26196, "decode.acc_seg": 70.92326, "aux.loss_ce": 0.13299, "aux.acc_seg": 68.17763, "loss": 0.39495, "time": 0.23621}
{"mode": "train", "epoch": 64, "iter": 33200, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.28096, "decode.acc_seg": 72.9179, "aux.loss_ce": 0.14201, "aux.acc_seg": 70.25944, "loss": 0.42297, "time": 0.23588}
{"mode": "train", "epoch": 64, "iter": 33250, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.28568, "decode.acc_seg": 72.17734, "aux.loss_ce": 0.14751, "aux.acc_seg": 69.09594, "loss": 0.43319, "time": 0.23359}
{"mode": "train", "epoch": 64, "iter": 33300, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.28239, "decode.acc_seg": 72.47297, "aux.loss_ce": 0.14983, "aux.acc_seg": 69.05016, "loss": 0.43222, "time": 0.23418}
{"mode": "train", "epoch": 64, "iter": 33350, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.28746, "decode.acc_seg": 72.79233, "aux.loss_ce": 0.14754, "aux.acc_seg": 69.64885, "loss": 0.435, "time": 0.23585}
{"mode": "train", "epoch": 64, "iter": 33400, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.27786, "decode.acc_seg": 71.68012, "aux.loss_ce": 0.14832, "aux.acc_seg": 68.18773, "loss": 0.42619, "time": 0.23589}
{"mode": "train", "epoch": 64, "iter": 33450, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.28918, "decode.acc_seg": 72.13472, "aux.loss_ce": 0.14812, "aux.acc_seg": 69.01913, "loss": 0.43729, "time": 0.23527}
{"mode": "train", "epoch": 64, "iter": 33500, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.27681, "decode.acc_seg": 74.07456, "aux.loss_ce": 0.14294, "aux.acc_seg": 71.07103, "loss": 0.41975, "time": 0.23592}
{"mode": "train", "epoch": 65, "iter": 33550, "lr": 1e-05, "memory": 16676, "data_time": 0.05264, "decode.loss_ce": 0.29626, "decode.acc_seg": 73.5006, "aux.loss_ce": 0.1525, "aux.acc_seg": 70.38431, "loss": 0.44876, "time": 0.28338}
{"mode": "train", "epoch": 65, "iter": 33600, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.29631, "decode.acc_seg": 73.97952, "aux.loss_ce": 0.15335, "aux.acc_seg": 70.87322, "loss": 0.44967, "time": 0.23449}
{"mode": "train", "epoch": 65, "iter": 33650, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.30231, "decode.acc_seg": 72.58933, "aux.loss_ce": 0.1528, "aux.acc_seg": 69.51105, "loss": 0.4551, "time": 0.23597}
{"mode": "train", "epoch": 65, "iter": 33700, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.29424, "decode.acc_seg": 72.40158, "aux.loss_ce": 0.14986, "aux.acc_seg": 69.38671, "loss": 0.4441, "time": 0.23644}
{"mode": "train", "epoch": 65, "iter": 33750, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.2893, "decode.acc_seg": 72.82091, "aux.loss_ce": 0.14628, "aux.acc_seg": 70.04603, "loss": 0.43559, "time": 0.23555}
{"mode": "train", "epoch": 65, "iter": 33800, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.28914, "decode.acc_seg": 72.48218, "aux.loss_ce": 0.14802, "aux.acc_seg": 69.4582, "loss": 0.43716, "time": 0.23473}
{"mode": "train", "epoch": 65, "iter": 33850, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.28903, "decode.acc_seg": 72.18104, "aux.loss_ce": 0.14705, "aux.acc_seg": 69.16655, "loss": 0.43608, "time": 0.23543}
{"mode": "train", "epoch": 65, "iter": 33900, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.2742, "decode.acc_seg": 71.8583, "aux.loss_ce": 0.14, "aux.acc_seg": 69.07004, "loss": 0.4142, "time": 0.23462}
{"mode": "train", "epoch": 65, "iter": 33950, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.274, "decode.acc_seg": 71.12281, "aux.loss_ce": 0.13869, "aux.acc_seg": 68.51963, "loss": 0.41269, "time": 0.23435}
{"mode": "train", "epoch": 65, "iter": 34000, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.28321, "decode.acc_seg": 72.04845, "aux.loss_ce": 0.14892, "aux.acc_seg": 68.5947, "loss": 0.43213, "time": 0.2325}
{"mode": "train", "epoch": 65, "iter": 34050, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.27048, "decode.acc_seg": 70.06615, "aux.loss_ce": 0.13835, "aux.acc_seg": 67.10514, "loss": 0.40884, "time": 0.2347}
{"mode": "train", "epoch": 66, "iter": 34100, "lr": 1e-05, "memory": 16676, "data_time": 0.04871, "decode.loss_ce": 0.27393, "decode.acc_seg": 73.12787, "aux.loss_ce": 0.13956, "aux.acc_seg": 70.18756, "loss": 0.41349, "time": 0.28509}
{"mode": "train", "epoch": 66, "iter": 34150, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.28266, "decode.acc_seg": 72.03696, "aux.loss_ce": 0.14332, "aux.acc_seg": 69.20809, "loss": 0.42599, "time": 0.23611}
{"mode": "train", "epoch": 66, "iter": 34200, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.28421, "decode.acc_seg": 73.05922, "aux.loss_ce": 0.14398, "aux.acc_seg": 70.14002, "loss": 0.4282, "time": 0.23504}
{"mode": "train", "epoch": 66, "iter": 34250, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.28389, "decode.acc_seg": 73.5325, "aux.loss_ce": 0.14514, "aux.acc_seg": 70.79457, "loss": 0.42903, "time": 0.23511}
{"mode": "train", "epoch": 66, "iter": 34300, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.29147, "decode.acc_seg": 71.08683, "aux.loss_ce": 0.1478, "aux.acc_seg": 68.17866, "loss": 0.43928, "time": 0.23467}
{"mode": "train", "epoch": 66, "iter": 34350, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.2686, "decode.acc_seg": 72.22264, "aux.loss_ce": 0.13768, "aux.acc_seg": 69.45157, "loss": 0.40628, "time": 0.23644}
{"mode": "train", "epoch": 66, "iter": 34400, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.29624, "decode.acc_seg": 72.48191, "aux.loss_ce": 0.14982, "aux.acc_seg": 69.90669, "loss": 0.44606, "time": 0.23407}
{"mode": "train", "epoch": 66, "iter": 34450, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.26314, "decode.acc_seg": 71.45664, "aux.loss_ce": 0.13529, "aux.acc_seg": 68.4956, "loss": 0.39843, "time": 0.23344}
{"mode": "train", "epoch": 66, "iter": 34500, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.28132, "decode.acc_seg": 71.01498, "aux.loss_ce": 0.14349, "aux.acc_seg": 68.39145, "loss": 0.42481, "time": 0.23528}
{"mode": "train", "epoch": 66, "iter": 34550, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.28077, "decode.acc_seg": 71.05631, "aux.loss_ce": 0.14473, "aux.acc_seg": 68.02031, "loss": 0.4255, "time": 0.23596}
{"mode": "train", "epoch": 67, "iter": 34600, "lr": 1e-05, "memory": 16676, "data_time": 0.05024, "decode.loss_ce": 0.28771, "decode.acc_seg": 71.99313, "aux.loss_ce": 0.14721, "aux.acc_seg": 69.01923, "loss": 0.43492, "time": 0.28281}
{"mode": "train", "epoch": 67, "iter": 34650, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.27733, "decode.acc_seg": 72.24159, "aux.loss_ce": 0.13616, "aux.acc_seg": 69.83723, "loss": 0.41349, "time": 0.23468}
{"mode": "train", "epoch": 67, "iter": 34700, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.26668, "decode.acc_seg": 72.194, "aux.loss_ce": 0.13664, "aux.acc_seg": 69.6998, "loss": 0.40332, "time": 0.23499}
{"mode": "train", "epoch": 67, "iter": 34750, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.29067, "decode.acc_seg": 72.6028, "aux.loss_ce": 0.14933, "aux.acc_seg": 69.4928, "loss": 0.44, "time": 0.23685}
{"mode": "train", "epoch": 67, "iter": 34800, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.27103, "decode.acc_seg": 73.30068, "aux.loss_ce": 0.13818, "aux.acc_seg": 70.51225, "loss": 0.40921, "time": 0.23489}
{"mode": "train", "epoch": 67, "iter": 34850, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.27046, "decode.acc_seg": 71.77167, "aux.loss_ce": 0.13852, "aux.acc_seg": 68.88089, "loss": 0.40898, "time": 0.23605}
{"mode": "train", "epoch": 67, "iter": 34900, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.28395, "decode.acc_seg": 72.12955, "aux.loss_ce": 0.14269, "aux.acc_seg": 69.35245, "loss": 0.42663, "time": 0.23321}
{"mode": "train", "epoch": 67, "iter": 34950, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.29543, "decode.acc_seg": 70.10482, "aux.loss_ce": 0.14964, "aux.acc_seg": 67.117, "loss": 0.44507, "time": 0.23542}
{"mode": "train", "epoch": 67, "iter": 35000, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.28884, "decode.acc_seg": 73.41266, "aux.loss_ce": 0.14575, "aux.acc_seg": 70.57582, "loss": 0.43459, "time": 0.23576}
{"mode": "train", "epoch": 67, "iter": 35050, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.29854, "decode.acc_seg": 72.95477, "aux.loss_ce": 0.15194, "aux.acc_seg": 69.6121, "loss": 0.45048, "time": 0.23689}
{"mode": "train", "epoch": 67, "iter": 35100, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.27173, "decode.acc_seg": 73.2981, "aux.loss_ce": 0.14054, "aux.acc_seg": 70.31566, "loss": 0.41228, "time": 0.23424}
{"mode": "train", "epoch": 68, "iter": 35150, "lr": 1e-05, "memory": 16676, "data_time": 0.0537, "decode.loss_ce": 0.27382, "decode.acc_seg": 72.08831, "aux.loss_ce": 0.13866, "aux.acc_seg": 69.31428, "loss": 0.41248, "time": 0.2839}
{"mode": "train", "epoch": 68, "iter": 35200, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.3235, "decode.acc_seg": 69.49546, "aux.loss_ce": 0.16098, "aux.acc_seg": 66.48048, "loss": 0.48449, "time": 0.23575}
{"mode": "train", "epoch": 68, "iter": 35250, "lr": 1e-05, "memory": 16676, "data_time": 0.00348, "decode.loss_ce": 0.29673, "decode.acc_seg": 70.33366, "aux.loss_ce": 0.15136, "aux.acc_seg": 67.32571, "loss": 0.44809, "time": 0.23399}
{"mode": "train", "epoch": 68, "iter": 35300, "lr": 1e-05, "memory": 16676, "data_time": 0.0034, "decode.loss_ce": 0.28685, "decode.acc_seg": 73.59092, "aux.loss_ce": 0.14737, "aux.acc_seg": 70.43451, "loss": 0.43423, "time": 0.23643}
{"mode": "train", "epoch": 68, "iter": 35350, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.28589, "decode.acc_seg": 74.08606, "aux.loss_ce": 0.14345, "aux.acc_seg": 71.27434, "loss": 0.42934, "time": 0.23532}
{"mode": "train", "epoch": 68, "iter": 35400, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.28942, "decode.acc_seg": 74.35465, "aux.loss_ce": 0.14534, "aux.acc_seg": 71.74303, "loss": 0.43476, "time": 0.23283}
{"mode": "train", "epoch": 68, "iter": 35450, "lr": 1e-05, "memory": 16676, "data_time": 0.005, "decode.loss_ce": 0.30434, "decode.acc_seg": 71.30796, "aux.loss_ce": 0.15029, "aux.acc_seg": 68.46498, "loss": 0.45464, "time": 0.23549}
{"mode": "train", "epoch": 68, "iter": 35500, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.29119, "decode.acc_seg": 74.77385, "aux.loss_ce": 0.14853, "aux.acc_seg": 71.57859, "loss": 0.43972, "time": 0.23429}
{"mode": "train", "epoch": 68, "iter": 35550, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.27033, "decode.acc_seg": 72.72176, "aux.loss_ce": 0.13933, "aux.acc_seg": 69.98083, "loss": 0.40965, "time": 0.23614}
{"mode": "train", "epoch": 68, "iter": 35600, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.29056, "decode.acc_seg": 73.16592, "aux.loss_ce": 0.14846, "aux.acc_seg": 70.00856, "loss": 0.43902, "time": 0.2386}
{"mode": "train", "epoch": 69, "iter": 35650, "lr": 1e-05, "memory": 16676, "data_time": 0.0503, "decode.loss_ce": 0.29974, "decode.acc_seg": 74.18657, "aux.loss_ce": 0.15404, "aux.acc_seg": 70.79757, "loss": 0.45378, "time": 0.2837}
{"mode": "train", "epoch": 69, "iter": 35700, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.26654, "decode.acc_seg": 73.99884, "aux.loss_ce": 0.13516, "aux.acc_seg": 71.30122, "loss": 0.4017, "time": 0.23624}
{"mode": "train", "epoch": 69, "iter": 35750, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.27991, "decode.acc_seg": 73.54817, "aux.loss_ce": 0.13997, "aux.acc_seg": 71.08271, "loss": 0.41988, "time": 0.23747}
{"mode": "train", "epoch": 69, "iter": 35800, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.2717, "decode.acc_seg": 72.77307, "aux.loss_ce": 0.14451, "aux.acc_seg": 69.42246, "loss": 0.41621, "time": 0.23493}
{"mode": "train", "epoch": 69, "iter": 35850, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.27687, "decode.acc_seg": 73.76458, "aux.loss_ce": 0.14154, "aux.acc_seg": 70.76156, "loss": 0.41841, "time": 0.23621}
{"mode": "train", "epoch": 69, "iter": 35900, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.28182, "decode.acc_seg": 71.30931, "aux.loss_ce": 0.14423, "aux.acc_seg": 68.44647, "loss": 0.42604, "time": 0.23342}
{"mode": "train", "epoch": 69, "iter": 35950, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.27747, "decode.acc_seg": 74.89451, "aux.loss_ce": 0.14302, "aux.acc_seg": 71.87051, "loss": 0.42049, "time": 0.2363}
{"mode": "train", "epoch": 69, "iter": 36000, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.27821, "decode.acc_seg": 75.53525, "aux.loss_ce": 0.14782, "aux.acc_seg": 72.001, "loss": 0.42604, "time": 0.23612}
{"mode": "train", "epoch": 69, "iter": 36050, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.27487, "decode.acc_seg": 73.75697, "aux.loss_ce": 0.14326, "aux.acc_seg": 70.71348, "loss": 0.41812, "time": 0.23596}
{"mode": "train", "epoch": 69, "iter": 36100, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.28327, "decode.acc_seg": 73.25752, "aux.loss_ce": 0.1453, "aux.acc_seg": 70.3361, "loss": 0.42857, "time": 0.23866}
{"mode": "train", "epoch": 69, "iter": 36150, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.27881, "decode.acc_seg": 72.7659, "aux.loss_ce": 0.14461, "aux.acc_seg": 69.56967, "loss": 0.42342, "time": 0.23453}
{"mode": "train", "epoch": 70, "iter": 36200, "lr": 1e-05, "memory": 16676, "data_time": 0.05086, "decode.loss_ce": 0.27401, "decode.acc_seg": 73.3929, "aux.loss_ce": 0.14875, "aux.acc_seg": 69.87836, "loss": 0.42276, "time": 0.28164}
{"mode": "train", "epoch": 70, "iter": 36250, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.2659, "decode.acc_seg": 73.635, "aux.loss_ce": 0.13853, "aux.acc_seg": 70.4889, "loss": 0.40443, "time": 0.23274}
{"mode": "train", "epoch": 70, "iter": 36300, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.26605, "decode.acc_seg": 70.09754, "aux.loss_ce": 0.13953, "aux.acc_seg": 66.82414, "loss": 0.40558, "time": 0.23364}
{"mode": "train", "epoch": 70, "iter": 36350, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.28562, "decode.acc_seg": 73.29597, "aux.loss_ce": 0.15088, "aux.acc_seg": 69.97593, "loss": 0.4365, "time": 0.23171}
{"mode": "train", "epoch": 70, "iter": 36400, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.27079, "decode.acc_seg": 72.00562, "aux.loss_ce": 0.13573, "aux.acc_seg": 69.44266, "loss": 0.40652, "time": 0.23433}
{"mode": "train", "epoch": 70, "iter": 36450, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.27423, "decode.acc_seg": 71.47896, "aux.loss_ce": 0.14057, "aux.acc_seg": 68.69471, "loss": 0.4148, "time": 0.23717}
{"mode": "train", "epoch": 70, "iter": 36500, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.27006, "decode.acc_seg": 71.176, "aux.loss_ce": 0.13826, "aux.acc_seg": 68.34409, "loss": 0.40832, "time": 0.23652}
{"mode": "train", "epoch": 70, "iter": 36550, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.27295, "decode.acc_seg": 72.93219, "aux.loss_ce": 0.14166, "aux.acc_seg": 69.88292, "loss": 0.41461, "time": 0.23665}
{"mode": "train", "epoch": 70, "iter": 36600, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.26239, "decode.acc_seg": 72.29523, "aux.loss_ce": 0.13646, "aux.acc_seg": 69.34518, "loss": 0.39885, "time": 0.23459}
{"mode": "train", "epoch": 70, "iter": 36650, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.28019, "decode.acc_seg": 72.28898, "aux.loss_ce": 0.148, "aux.acc_seg": 68.99071, "loss": 0.42819, "time": 0.23555}
{"mode": "train", "epoch": 71, "iter": 36700, "lr": 1e-05, "memory": 16676, "data_time": 0.05083, "decode.loss_ce": 0.28582, "decode.acc_seg": 71.4283, "aux.loss_ce": 0.1469, "aux.acc_seg": 68.24956, "loss": 0.43272, "time": 0.28418}
{"mode": "train", "epoch": 71, "iter": 36750, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.26162, "decode.acc_seg": 71.0835, "aux.loss_ce": 0.13854, "aux.acc_seg": 67.96806, "loss": 0.40016, "time": 0.23218}
{"mode": "train", "epoch": 71, "iter": 36800, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.26642, "decode.acc_seg": 72.81491, "aux.loss_ce": 0.13754, "aux.acc_seg": 70.01408, "loss": 0.40397, "time": 0.23471}
{"mode": "train", "epoch": 71, "iter": 36850, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.2643, "decode.acc_seg": 72.91467, "aux.loss_ce": 0.14057, "aux.acc_seg": 69.5456, "loss": 0.40487, "time": 0.23712}
{"mode": "train", "epoch": 71, "iter": 36900, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.27977, "decode.acc_seg": 72.87251, "aux.loss_ce": 0.14639, "aux.acc_seg": 69.62983, "loss": 0.42616, "time": 0.23574}
{"mode": "train", "epoch": 71, "iter": 36950, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.25912, "decode.acc_seg": 72.1445, "aux.loss_ce": 0.13109, "aux.acc_seg": 69.69271, "loss": 0.39021, "time": 0.23614}
{"mode": "train", "epoch": 71, "iter": 37000, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.27796, "decode.acc_seg": 72.79746, "aux.loss_ce": 0.144, "aux.acc_seg": 69.69876, "loss": 0.42195, "time": 0.23778}
{"mode": "train", "epoch": 71, "iter": 37050, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.27514, "decode.acc_seg": 71.50011, "aux.loss_ce": 0.1407, "aux.acc_seg": 68.61649, "loss": 0.41585, "time": 0.23553}
{"mode": "train", "epoch": 71, "iter": 37100, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.2811, "decode.acc_seg": 72.04218, "aux.loss_ce": 0.14304, "aux.acc_seg": 68.96491, "loss": 0.42414, "time": 0.23875}
{"mode": "train", "epoch": 71, "iter": 37150, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.2874, "decode.acc_seg": 73.05979, "aux.loss_ce": 0.146, "aux.acc_seg": 70.03267, "loss": 0.4334, "time": 0.23586}
{"mode": "train", "epoch": 71, "iter": 37200, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.27733, "decode.acc_seg": 73.1327, "aux.loss_ce": 0.14438, "aux.acc_seg": 69.85302, "loss": 0.4217, "time": 0.23304}
{"mode": "train", "epoch": 72, "iter": 37250, "lr": 1e-05, "memory": 16676, "data_time": 0.04967, "decode.loss_ce": 0.26131, "decode.acc_seg": 71.45676, "aux.loss_ce": 0.13774, "aux.acc_seg": 68.36893, "loss": 0.39905, "time": 0.28231}
{"mode": "train", "epoch": 72, "iter": 37300, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.26785, "decode.acc_seg": 73.40965, "aux.loss_ce": 0.14015, "aux.acc_seg": 70.15187, "loss": 0.408, "time": 0.23581}
{"mode": "train", "epoch": 72, "iter": 37350, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.26572, "decode.acc_seg": 72.57319, "aux.loss_ce": 0.1395, "aux.acc_seg": 69.44567, "loss": 0.40523, "time": 0.23635}
{"mode": "train", "epoch": 72, "iter": 37400, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.27399, "decode.acc_seg": 70.89545, "aux.loss_ce": 0.14186, "aux.acc_seg": 67.95572, "loss": 0.41585, "time": 0.23653}
{"mode": "train", "epoch": 72, "iter": 37450, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.27111, "decode.acc_seg": 74.3931, "aux.loss_ce": 0.14478, "aux.acc_seg": 70.91688, "loss": 0.4159, "time": 0.23439}
{"mode": "train", "epoch": 72, "iter": 37500, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.26505, "decode.acc_seg": 71.99122, "aux.loss_ce": 0.135, "aux.acc_seg": 69.22014, "loss": 0.40005, "time": 0.23457}
{"mode": "train", "epoch": 72, "iter": 37550, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.29104, "decode.acc_seg": 72.58273, "aux.loss_ce": 0.15288, "aux.acc_seg": 69.10754, "loss": 0.44393, "time": 0.23509}
{"mode": "train", "epoch": 72, "iter": 37600, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.28354, "decode.acc_seg": 74.49574, "aux.loss_ce": 0.14895, "aux.acc_seg": 71.33716, "loss": 0.43249, "time": 0.23584}
{"mode": "train", "epoch": 72, "iter": 37650, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.27451, "decode.acc_seg": 72.10189, "aux.loss_ce": 0.13805, "aux.acc_seg": 69.50585, "loss": 0.41256, "time": 0.23594}
{"mode": "train", "epoch": 72, "iter": 37700, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.27641, "decode.acc_seg": 71.86049, "aux.loss_ce": 0.14326, "aux.acc_seg": 68.90319, "loss": 0.41967, "time": 0.23627}
{"mode": "train", "epoch": 73, "iter": 37750, "lr": 1e-05, "memory": 16676, "data_time": 0.04811, "decode.loss_ce": 0.26408, "decode.acc_seg": 72.40556, "aux.loss_ce": 0.13734, "aux.acc_seg": 69.56796, "loss": 0.40142, "time": 0.28471}
{"mode": "train", "epoch": 73, "iter": 37800, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.25857, "decode.acc_seg": 73.14551, "aux.loss_ce": 0.13248, "aux.acc_seg": 70.42871, "loss": 0.39104, "time": 0.23642}
{"mode": "train", "epoch": 73, "iter": 37850, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.27904, "decode.acc_seg": 69.25836, "aux.loss_ce": 0.14055, "aux.acc_seg": 66.73579, "loss": 0.41959, "time": 0.23753}
{"mode": "train", "epoch": 73, "iter": 37900, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.26925, "decode.acc_seg": 73.21003, "aux.loss_ce": 0.13498, "aux.acc_seg": 70.62925, "loss": 0.40423, "time": 0.23413}
{"mode": "train", "epoch": 73, "iter": 37950, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.27848, "decode.acc_seg": 73.98392, "aux.loss_ce": 0.14317, "aux.acc_seg": 71.09918, "loss": 0.42165, "time": 0.23684}
{"mode": "train", "epoch": 73, "iter": 38000, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.25131, "decode.acc_seg": 72.50987, "aux.loss_ce": 0.12955, "aux.acc_seg": 69.89175, "loss": 0.38086, "time": 0.23374}
{"mode": "train", "epoch": 73, "iter": 38050, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.2738, "decode.acc_seg": 74.16191, "aux.loss_ce": 0.14226, "aux.acc_seg": 70.94104, "loss": 0.41606, "time": 0.23558}
{"mode": "train", "epoch": 73, "iter": 38100, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.28768, "decode.acc_seg": 72.24611, "aux.loss_ce": 0.14663, "aux.acc_seg": 69.34605, "loss": 0.43431, "time": 0.23398}
{"mode": "train", "epoch": 73, "iter": 38150, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.26748, "decode.acc_seg": 72.49302, "aux.loss_ce": 0.13769, "aux.acc_seg": 69.67906, "loss": 0.40517, "time": 0.2368}
{"mode": "train", "epoch": 73, "iter": 38200, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.27571, "decode.acc_seg": 73.7253, "aux.loss_ce": 0.14201, "aux.acc_seg": 70.83179, "loss": 0.41772, "time": 0.23726}
{"mode": "train", "epoch": 73, "iter": 38250, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.27499, "decode.acc_seg": 73.22516, "aux.loss_ce": 0.13947, "aux.acc_seg": 70.3691, "loss": 0.41446, "time": 0.23146}
{"mode": "train", "epoch": 74, "iter": 38300, "lr": 1e-05, "memory": 16676, "data_time": 0.04792, "decode.loss_ce": 0.25554, "decode.acc_seg": 72.15712, "aux.loss_ce": 0.133, "aux.acc_seg": 69.37019, "loss": 0.38854, "time": 0.28606}
{"mode": "train", "epoch": 74, "iter": 38350, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.2565, "decode.acc_seg": 73.22072, "aux.loss_ce": 0.13327, "aux.acc_seg": 70.47489, "loss": 0.38978, "time": 0.23408}
{"mode": "train", "epoch": 74, "iter": 38400, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.27229, "decode.acc_seg": 74.17366, "aux.loss_ce": 0.1392, "aux.acc_seg": 71.38524, "loss": 0.41149, "time": 0.23602}
{"mode": "train", "epoch": 74, "iter": 38450, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.27138, "decode.acc_seg": 71.42666, "aux.loss_ce": 0.14075, "aux.acc_seg": 68.43194, "loss": 0.41213, "time": 0.234}
{"mode": "train", "epoch": 74, "iter": 38500, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.25983, "decode.acc_seg": 71.12555, "aux.loss_ce": 0.13615, "aux.acc_seg": 68.03, "loss": 0.39598, "time": 0.2364}
{"mode": "train", "epoch": 74, "iter": 38550, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.25999, "decode.acc_seg": 72.66663, "aux.loss_ce": 0.13373, "aux.acc_seg": 69.78998, "loss": 0.39371, "time": 0.23483}
{"mode": "train", "epoch": 74, "iter": 38600, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.26046, "decode.acc_seg": 73.0164, "aux.loss_ce": 0.13723, "aux.acc_seg": 69.94264, "loss": 0.39769, "time": 0.23551}
{"mode": "train", "epoch": 74, "iter": 38650, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.27366, "decode.acc_seg": 72.32228, "aux.loss_ce": 0.14054, "aux.acc_seg": 69.38953, "loss": 0.4142, "time": 0.23566}
{"mode": "train", "epoch": 74, "iter": 38700, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.2604, "decode.acc_seg": 74.55831, "aux.loss_ce": 0.13739, "aux.acc_seg": 71.38005, "loss": 0.3978, "time": 0.23479}
{"mode": "train", "epoch": 74, "iter": 38750, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.2683, "decode.acc_seg": 71.70386, "aux.loss_ce": 0.13945, "aux.acc_seg": 68.59026, "loss": 0.40775, "time": 0.2358}
{"mode": "train", "epoch": 75, "iter": 38800, "lr": 1e-05, "memory": 16676, "data_time": 0.05019, "decode.loss_ce": 0.27513, "decode.acc_seg": 74.17181, "aux.loss_ce": 0.14553, "aux.acc_seg": 70.75112, "loss": 0.42067, "time": 0.28496}
{"mode": "train", "epoch": 75, "iter": 38850, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.28506, "decode.acc_seg": 72.12063, "aux.loss_ce": 0.14688, "aux.acc_seg": 69.0649, "loss": 0.43195, "time": 0.23564}
{"mode": "train", "epoch": 75, "iter": 38900, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.25288, "decode.acc_seg": 71.96181, "aux.loss_ce": 0.13462, "aux.acc_seg": 69.01202, "loss": 0.3875, "time": 0.23436}
{"mode": "train", "epoch": 75, "iter": 38950, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.27818, "decode.acc_seg": 72.57853, "aux.loss_ce": 0.14949, "aux.acc_seg": 69.12209, "loss": 0.42767, "time": 0.23613}
{"mode": "train", "epoch": 75, "iter": 39000, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.27255, "decode.acc_seg": 73.60562, "aux.loss_ce": 0.14165, "aux.acc_seg": 70.60321, "loss": 0.4142, "time": 0.23625}
{"mode": "train", "epoch": 75, "iter": 39050, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.25377, "decode.acc_seg": 73.67268, "aux.loss_ce": 0.13415, "aux.acc_seg": 70.38712, "loss": 0.38791, "time": 0.23436}
{"mode": "train", "epoch": 75, "iter": 39100, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.26508, "decode.acc_seg": 71.03661, "aux.loss_ce": 0.13947, "aux.acc_seg": 67.99184, "loss": 0.40455, "time": 0.23282}
{"mode": "train", "epoch": 75, "iter": 39150, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.26168, "decode.acc_seg": 73.33712, "aux.loss_ce": 0.13415, "aux.acc_seg": 70.78158, "loss": 0.39583, "time": 0.23452}
{"mode": "train", "epoch": 75, "iter": 39200, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.2632, "decode.acc_seg": 72.3477, "aux.loss_ce": 0.13753, "aux.acc_seg": 69.42365, "loss": 0.40072, "time": 0.2372}
{"mode": "train", "epoch": 75, "iter": 39250, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.26091, "decode.acc_seg": 74.05674, "aux.loss_ce": 0.1406, "aux.acc_seg": 70.62243, "loss": 0.40151, "time": 0.23825}
{"mode": "train", "epoch": 75, "iter": 39300, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.28196, "decode.acc_seg": 71.08042, "aux.loss_ce": 0.14419, "aux.acc_seg": 68.12701, "loss": 0.42615, "time": 0.23268}
{"mode": "train", "epoch": 76, "iter": 39350, "lr": 1e-05, "memory": 16676, "data_time": 0.05219, "decode.loss_ce": 0.25411, "decode.acc_seg": 73.00431, "aux.loss_ce": 0.1326, "aux.acc_seg": 70.14759, "loss": 0.38671, "time": 0.28907}
{"mode": "train", "epoch": 76, "iter": 39400, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.25819, "decode.acc_seg": 73.04409, "aux.loss_ce": 0.13697, "aux.acc_seg": 69.93618, "loss": 0.39515, "time": 0.23248}
{"mode": "train", "epoch": 76, "iter": 39450, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.24881, "decode.acc_seg": 72.54888, "aux.loss_ce": 0.13128, "aux.acc_seg": 69.71761, "loss": 0.38009, "time": 0.23475}
{"mode": "train", "epoch": 76, "iter": 39500, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.2688, "decode.acc_seg": 74.65085, "aux.loss_ce": 0.14568, "aux.acc_seg": 70.99619, "loss": 0.41447, "time": 0.23777}
{"mode": "train", "epoch": 76, "iter": 39550, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.26158, "decode.acc_seg": 70.62456, "aux.loss_ce": 0.13351, "aux.acc_seg": 67.93977, "loss": 0.39509, "time": 0.23442}
{"mode": "train", "epoch": 76, "iter": 39600, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.27177, "decode.acc_seg": 73.31484, "aux.loss_ce": 0.14271, "aux.acc_seg": 70.17, "loss": 0.41449, "time": 0.23592}
{"mode": "train", "epoch": 76, "iter": 39650, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.26576, "decode.acc_seg": 74.55404, "aux.loss_ce": 0.14114, "aux.acc_seg": 71.26781, "loss": 0.4069, "time": 0.23553}
{"mode": "train", "epoch": 76, "iter": 39700, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.26936, "decode.acc_seg": 72.37905, "aux.loss_ce": 0.1388, "aux.acc_seg": 69.57372, "loss": 0.40816, "time": 0.23338}
{"mode": "train", "epoch": 76, "iter": 39750, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.26698, "decode.acc_seg": 74.50737, "aux.loss_ce": 0.13694, "aux.acc_seg": 71.57156, "loss": 0.40392, "time": 0.2379}
{"mode": "train", "epoch": 76, "iter": 39800, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.24782, "decode.acc_seg": 74.65443, "aux.loss_ce": 0.13263, "aux.acc_seg": 71.68412, "loss": 0.38045, "time": 0.23852}
{"mode": "train", "epoch": 77, "iter": 39850, "lr": 1e-05, "memory": 16676, "data_time": 0.05006, "decode.loss_ce": 0.26013, "decode.acc_seg": 72.95817, "aux.loss_ce": 0.13809, "aux.acc_seg": 69.51782, "loss": 0.39822, "time": 0.28386}
{"mode": "train", "epoch": 77, "iter": 39900, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.25865, "decode.acc_seg": 73.47444, "aux.loss_ce": 0.13647, "aux.acc_seg": 70.54921, "loss": 0.39512, "time": 0.23729}
{"mode": "train", "epoch": 77, "iter": 39950, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.26932, "decode.acc_seg": 75.19656, "aux.loss_ce": 0.13703, "aux.acc_seg": 72.44575, "loss": 0.40634, "time": 0.23561}
{"mode": "train", "epoch": 77, "iter": 40000, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.26597, "decode.acc_seg": 73.28537, "aux.loss_ce": 0.13985, "aux.acc_seg": 70.10387, "loss": 0.40583, "time": 0.235}
{"mode": "train", "epoch": 77, "iter": 40050, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.25925, "decode.acc_seg": 74.70313, "aux.loss_ce": 0.13138, "aux.acc_seg": 72.1076, "loss": 0.39064, "time": 0.23525}
{"mode": "train", "epoch": 77, "iter": 40100, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.27002, "decode.acc_seg": 73.52674, "aux.loss_ce": 0.13752, "aux.acc_seg": 70.75709, "loss": 0.40754, "time": 0.23356}
{"mode": "train", "epoch": 77, "iter": 40150, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.25077, "decode.acc_seg": 74.40674, "aux.loss_ce": 0.13376, "aux.acc_seg": 71.38073, "loss": 0.38453, "time": 0.23591}
{"mode": "train", "epoch": 77, "iter": 40200, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.25157, "decode.acc_seg": 73.39522, "aux.loss_ce": 0.13215, "aux.acc_seg": 70.29842, "loss": 0.38372, "time": 0.23658}
{"mode": "train", "epoch": 77, "iter": 40250, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.27059, "decode.acc_seg": 73.53658, "aux.loss_ce": 0.14023, "aux.acc_seg": 70.49668, "loss": 0.41082, "time": 0.2366}
{"mode": "train", "epoch": 77, "iter": 40300, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.27613, "decode.acc_seg": 74.18606, "aux.loss_ce": 0.14314, "aux.acc_seg": 71.01671, "loss": 0.41927, "time": 0.23359}
{"mode": "train", "epoch": 78, "iter": 40350, "lr": 1e-05, "memory": 16676, "data_time": 0.0496, "decode.loss_ce": 0.26664, "decode.acc_seg": 75.04022, "aux.loss_ce": 0.13965, "aux.acc_seg": 71.85818, "loss": 0.40629, "time": 0.28496}
{"mode": "train", "epoch": 78, "iter": 40400, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.27211, "decode.acc_seg": 75.06391, "aux.loss_ce": 0.14165, "aux.acc_seg": 72.09446, "loss": 0.41376, "time": 0.23536}
{"mode": "train", "epoch": 78, "iter": 40450, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.24939, "decode.acc_seg": 72.81167, "aux.loss_ce": 0.13109, "aux.acc_seg": 70.05566, "loss": 0.38048, "time": 0.2359}
{"mode": "train", "epoch": 78, "iter": 40500, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.26436, "decode.acc_seg": 74.59731, "aux.loss_ce": 0.13689, "aux.acc_seg": 71.75671, "loss": 0.40125, "time": 0.23238}
{"mode": "train", "epoch": 78, "iter": 40550, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.25619, "decode.acc_seg": 72.74505, "aux.loss_ce": 0.13765, "aux.acc_seg": 69.53869, "loss": 0.39384, "time": 0.23425}
{"mode": "train", "epoch": 78, "iter": 40600, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.2541, "decode.acc_seg": 74.32882, "aux.loss_ce": 0.13627, "aux.acc_seg": 71.20468, "loss": 0.39037, "time": 0.2348}
{"mode": "train", "epoch": 78, "iter": 40650, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.25482, "decode.acc_seg": 72.93054, "aux.loss_ce": 0.13531, "aux.acc_seg": 69.9197, "loss": 0.39013, "time": 0.23728}
{"mode": "train", "epoch": 78, "iter": 40700, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.26441, "decode.acc_seg": 73.64847, "aux.loss_ce": 0.13908, "aux.acc_seg": 70.59902, "loss": 0.4035, "time": 0.23284}
{"mode": "train", "epoch": 78, "iter": 40750, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.25219, "decode.acc_seg": 71.67883, "aux.loss_ce": 0.13345, "aux.acc_seg": 68.46995, "loss": 0.38564, "time": 0.23464}
{"mode": "train", "epoch": 78, "iter": 40800, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.25821, "decode.acc_seg": 71.88602, "aux.loss_ce": 0.13268, "aux.acc_seg": 68.92502, "loss": 0.39089, "time": 0.23548}
{"mode": "train", "epoch": 78, "iter": 40850, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.26431, "decode.acc_seg": 74.29771, "aux.loss_ce": 0.13905, "aux.acc_seg": 71.27075, "loss": 0.40337, "time": 0.23741}
{"mode": "train", "epoch": 79, "iter": 40900, "lr": 1e-05, "memory": 16676, "data_time": 0.05033, "decode.loss_ce": 0.28727, "decode.acc_seg": 71.77645, "aux.loss_ce": 0.14764, "aux.acc_seg": 68.8408, "loss": 0.43491, "time": 0.28552}
{"mode": "train", "epoch": 79, "iter": 40950, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.2682, "decode.acc_seg": 74.80126, "aux.loss_ce": 0.14508, "aux.acc_seg": 71.1668, "loss": 0.41328, "time": 0.23468}
{"mode": "train", "epoch": 79, "iter": 41000, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.26112, "decode.acc_seg": 74.30425, "aux.loss_ce": 0.13739, "aux.acc_seg": 71.29431, "loss": 0.39851, "time": 0.23731}
{"mode": "train", "epoch": 79, "iter": 41050, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.25527, "decode.acc_seg": 71.36265, "aux.loss_ce": 0.13671, "aux.acc_seg": 68.15619, "loss": 0.39198, "time": 0.23531}
{"mode": "train", "epoch": 79, "iter": 41100, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.25714, "decode.acc_seg": 73.30348, "aux.loss_ce": 0.13214, "aux.acc_seg": 70.60403, "loss": 0.38928, "time": 0.23646}
{"mode": "train", "epoch": 79, "iter": 41150, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.26057, "decode.acc_seg": 72.02047, "aux.loss_ce": 0.13747, "aux.acc_seg": 69.06911, "loss": 0.39804, "time": 0.23529}
{"mode": "train", "epoch": 79, "iter": 41200, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.27148, "decode.acc_seg": 72.1289, "aux.loss_ce": 0.14083, "aux.acc_seg": 69.17707, "loss": 0.41232, "time": 0.23423}
{"mode": "train", "epoch": 79, "iter": 41250, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.26402, "decode.acc_seg": 75.40035, "aux.loss_ce": 0.13625, "aux.acc_seg": 72.47437, "loss": 0.40027, "time": 0.23739}
{"mode": "train", "epoch": 79, "iter": 41300, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.23977, "decode.acc_seg": 71.53721, "aux.loss_ce": 0.1277, "aux.acc_seg": 68.44916, "loss": 0.36747, "time": 0.23601}
{"mode": "train", "epoch": 79, "iter": 41350, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.26578, "decode.acc_seg": 73.34879, "aux.loss_ce": 0.13743, "aux.acc_seg": 70.54109, "loss": 0.40322, "time": 0.23584}
{"mode": "train", "epoch": 80, "iter": 41400, "lr": 1e-05, "memory": 16676, "data_time": 0.05435, "decode.loss_ce": 0.26516, "decode.acc_seg": 73.79164, "aux.loss_ce": 0.13611, "aux.acc_seg": 70.99732, "loss": 0.40128, "time": 0.28547}
{"mode": "train", "epoch": 80, "iter": 41450, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.25901, "decode.acc_seg": 73.49142, "aux.loss_ce": 0.13436, "aux.acc_seg": 70.57564, "loss": 0.39337, "time": 0.2359}
{"mode": "train", "epoch": 80, "iter": 41500, "lr": 1e-05, "memory": 16676, "data_time": 0.00347, "decode.loss_ce": 0.26189, "decode.acc_seg": 74.95034, "aux.loss_ce": 0.1374, "aux.acc_seg": 71.79829, "loss": 0.39929, "time": 0.23514}
{"mode": "train", "epoch": 80, "iter": 41550, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.28186, "decode.acc_seg": 72.56362, "aux.loss_ce": 0.14604, "aux.acc_seg": 69.49361, "loss": 0.4279, "time": 0.23453}
{"mode": "train", "epoch": 80, "iter": 41600, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.30401, "decode.acc_seg": 71.24254, "aux.loss_ce": 0.15743, "aux.acc_seg": 67.9621, "loss": 0.46144, "time": 0.23689}
{"mode": "train", "epoch": 80, "iter": 41650, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.26845, "decode.acc_seg": 73.54152, "aux.loss_ce": 0.1392, "aux.acc_seg": 70.56436, "loss": 0.40764, "time": 0.23626}
{"mode": "train", "epoch": 80, "iter": 41700, "lr": 1e-05, "memory": 16676, "data_time": 0.00385, "decode.loss_ce": 0.27526, "decode.acc_seg": 72.7132, "aux.loss_ce": 0.14329, "aux.acc_seg": 69.7127, "loss": 0.41855, "time": 0.23481}
{"mode": "train", "epoch": 80, "iter": 41750, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.26488, "decode.acc_seg": 74.00484, "aux.loss_ce": 0.14146, "aux.acc_seg": 70.54144, "loss": 0.40634, "time": 0.23464}
{"mode": "train", "epoch": 80, "iter": 41800, "lr": 1e-05, "memory": 16676, "data_time": 0.00353, "decode.loss_ce": 0.25305, "decode.acc_seg": 74.91026, "aux.loss_ce": 0.13417, "aux.acc_seg": 71.74426, "loss": 0.38722, "time": 0.23284}
{"mode": "train", "epoch": 80, "iter": 41850, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.25996, "decode.acc_seg": 73.703, "aux.loss_ce": 0.13595, "aux.acc_seg": 70.47566, "loss": 0.39591, "time": 0.23436}
{"mode": "train", "epoch": 80, "iter": 41900, "lr": 1e-05, "memory": 16676, "data_time": 0.00343, "decode.loss_ce": 0.26171, "decode.acc_seg": 71.57208, "aux.loss_ce": 0.13484, "aux.acc_seg": 68.76894, "loss": 0.39655, "time": 0.23299}
{"mode": "train", "epoch": 81, "iter": 41950, "lr": 1e-05, "memory": 16676, "data_time": 0.04898, "decode.loss_ce": 0.25886, "decode.acc_seg": 73.98675, "aux.loss_ce": 0.13673, "aux.acc_seg": 70.86904, "loss": 0.39559, "time": 0.28262}
{"mode": "train", "epoch": 81, "iter": 42000, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.23678, "decode.acc_seg": 74.18208, "aux.loss_ce": 0.12604, "aux.acc_seg": 71.25952, "loss": 0.36282, "time": 0.23693}
{"mode": "train", "epoch": 81, "iter": 42050, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.26506, "decode.acc_seg": 71.66945, "aux.loss_ce": 0.13742, "aux.acc_seg": 68.75541, "loss": 0.40248, "time": 0.23449}
{"mode": "train", "epoch": 81, "iter": 42100, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.2416, "decode.acc_seg": 74.24475, "aux.loss_ce": 0.12898, "aux.acc_seg": 71.14159, "loss": 0.37058, "time": 0.23519}
{"mode": "train", "epoch": 81, "iter": 42150, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.26061, "decode.acc_seg": 75.25081, "aux.loss_ce": 0.13492, "aux.acc_seg": 72.56198, "loss": 0.39553, "time": 0.23617}
{"mode": "train", "epoch": 81, "iter": 42200, "lr": 1e-05, "memory": 16676, "data_time": 0.00397, "decode.loss_ce": 0.25078, "decode.acc_seg": 74.42196, "aux.loss_ce": 0.13788, "aux.acc_seg": 70.8193, "loss": 0.38866, "time": 0.23496}
{"mode": "train", "epoch": 81, "iter": 42250, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.25651, "decode.acc_seg": 74.07597, "aux.loss_ce": 0.1397, "aux.acc_seg": 70.37931, "loss": 0.39621, "time": 0.23512}
{"mode": "train", "epoch": 81, "iter": 42300, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.25269, "decode.acc_seg": 73.44465, "aux.loss_ce": 0.13304, "aux.acc_seg": 70.55198, "loss": 0.38573, "time": 0.23609}
{"mode": "train", "epoch": 81, "iter": 42350, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.2588, "decode.acc_seg": 72.79155, "aux.loss_ce": 0.13484, "aux.acc_seg": 69.81547, "loss": 0.39364, "time": 0.23631}
{"mode": "train", "epoch": 81, "iter": 42400, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.26269, "decode.acc_seg": 75.27867, "aux.loss_ce": 0.14116, "aux.acc_seg": 71.90506, "loss": 0.40386, "time": 0.23599}
{"mode": "train", "epoch": 82, "iter": 42450, "lr": 1e-05, "memory": 16676, "data_time": 0.05189, "decode.loss_ce": 0.26094, "decode.acc_seg": 74.83479, "aux.loss_ce": 0.13458, "aux.acc_seg": 71.83313, "loss": 0.39552, "time": 0.28495}
{"mode": "train", "epoch": 82, "iter": 42500, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.25844, "decode.acc_seg": 72.42945, "aux.loss_ce": 0.13492, "aux.acc_seg": 69.44, "loss": 0.39336, "time": 0.23409}
{"mode": "train", "epoch": 82, "iter": 42550, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.25493, "decode.acc_seg": 74.28305, "aux.loss_ce": 0.13517, "aux.acc_seg": 71.23313, "loss": 0.3901, "time": 0.23647}
{"mode": "train", "epoch": 82, "iter": 42600, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.25065, "decode.acc_seg": 71.70066, "aux.loss_ce": 0.13273, "aux.acc_seg": 68.5878, "loss": 0.38338, "time": 0.23438}
{"mode": "train", "epoch": 82, "iter": 42650, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.24822, "decode.acc_seg": 73.69784, "aux.loss_ce": 0.13307, "aux.acc_seg": 70.78655, "loss": 0.38129, "time": 0.23378}
{"mode": "train", "epoch": 82, "iter": 42700, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.26453, "decode.acc_seg": 75.00819, "aux.loss_ce": 0.13939, "aux.acc_seg": 71.8799, "loss": 0.40392, "time": 0.23819}
{"mode": "train", "epoch": 82, "iter": 42750, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.28097, "decode.acc_seg": 73.53017, "aux.loss_ce": 0.14564, "aux.acc_seg": 70.51769, "loss": 0.42661, "time": 0.23847}
{"mode": "train", "epoch": 82, "iter": 42800, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.26299, "decode.acc_seg": 74.35006, "aux.loss_ce": 0.1368, "aux.acc_seg": 71.57499, "loss": 0.39979, "time": 0.23842}
{"mode": "train", "epoch": 82, "iter": 42850, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.25272, "decode.acc_seg": 72.66064, "aux.loss_ce": 0.13161, "aux.acc_seg": 69.80545, "loss": 0.38433, "time": 0.23515}
{"mode": "train", "epoch": 82, "iter": 42900, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.25105, "decode.acc_seg": 74.00874, "aux.loss_ce": 0.13285, "aux.acc_seg": 70.91261, "loss": 0.3839, "time": 0.23541}
{"mode": "train", "epoch": 82, "iter": 42950, "lr": 1e-05, "memory": 16676, "data_time": 0.00386, "decode.loss_ce": 0.25691, "decode.acc_seg": 73.73623, "aux.loss_ce": 0.13579, "aux.acc_seg": 70.52115, "loss": 0.3927, "time": 0.23588}
{"mode": "train", "epoch": 83, "iter": 43000, "lr": 1e-05, "memory": 16676, "data_time": 0.05491, "decode.loss_ce": 0.25066, "decode.acc_seg": 73.54461, "aux.loss_ce": 0.13411, "aux.acc_seg": 70.28664, "loss": 0.38478, "time": 0.28537}
{"mode": "train", "epoch": 83, "iter": 43050, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.25216, "decode.acc_seg": 75.67954, "aux.loss_ce": 0.13376, "aux.acc_seg": 72.61518, "loss": 0.38592, "time": 0.23543}
{"mode": "train", "epoch": 83, "iter": 43100, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.24821, "decode.acc_seg": 73.1468, "aux.loss_ce": 0.13712, "aux.acc_seg": 69.35613, "loss": 0.38534, "time": 0.23665}
{"mode": "train", "epoch": 83, "iter": 43150, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.26048, "decode.acc_seg": 71.73912, "aux.loss_ce": 0.13834, "aux.acc_seg": 68.54477, "loss": 0.39882, "time": 0.23521}
{"mode": "train", "epoch": 83, "iter": 43200, "lr": 1e-05, "memory": 16676, "data_time": 0.00409, "decode.loss_ce": 0.25938, "decode.acc_seg": 73.37592, "aux.loss_ce": 0.13742, "aux.acc_seg": 70.30342, "loss": 0.3968, "time": 0.23961}
{"mode": "train", "epoch": 83, "iter": 43250, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.25869, "decode.acc_seg": 75.71356, "aux.loss_ce": 0.13701, "aux.acc_seg": 72.4179, "loss": 0.3957, "time": 0.23502}
{"mode": "train", "epoch": 83, "iter": 43300, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.24446, "decode.acc_seg": 72.56233, "aux.loss_ce": 0.13025, "aux.acc_seg": 69.43358, "loss": 0.37471, "time": 0.2341}
{"mode": "train", "epoch": 83, "iter": 43350, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.25154, "decode.acc_seg": 73.91827, "aux.loss_ce": 0.13547, "aux.acc_seg": 70.74682, "loss": 0.38701, "time": 0.23498}
{"mode": "train", "epoch": 83, "iter": 43400, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.2605, "decode.acc_seg": 75.0464, "aux.loss_ce": 0.13539, "aux.acc_seg": 72.06699, "loss": 0.3959, "time": 0.23277}
{"mode": "train", "epoch": 83, "iter": 43450, "lr": 1e-05, "memory": 16676, "data_time": 0.0039, "decode.loss_ce": 0.24648, "decode.acc_seg": 73.0589, "aux.loss_ce": 0.12917, "aux.acc_seg": 70.30852, "loss": 0.37565, "time": 0.23514}
{"mode": "train", "epoch": 84, "iter": 43500, "lr": 1e-05, "memory": 16676, "data_time": 0.05283, "decode.loss_ce": 0.26931, "decode.acc_seg": 75.916, "aux.loss_ce": 0.13977, "aux.acc_seg": 72.55522, "loss": 0.40908, "time": 0.28519}
{"mode": "train", "epoch": 84, "iter": 43550, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.24988, "decode.acc_seg": 74.91762, "aux.loss_ce": 0.13291, "aux.acc_seg": 71.96274, "loss": 0.38279, "time": 0.23593}
{"mode": "train", "epoch": 84, "iter": 43600, "lr": 1e-05, "memory": 16676, "data_time": 0.00374, "decode.loss_ce": 0.24469, "decode.acc_seg": 72.55029, "aux.loss_ce": 0.12955, "aux.acc_seg": 69.62707, "loss": 0.37423, "time": 0.2358}
{"mode": "train", "epoch": 84, "iter": 43650, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.27762, "decode.acc_seg": 74.17544, "aux.loss_ce": 0.14052, "aux.acc_seg": 71.35476, "loss": 0.41815, "time": 0.23503}
{"mode": "train", "epoch": 84, "iter": 43700, "lr": 1e-05, "memory": 16676, "data_time": 0.00383, "decode.loss_ce": 0.24364, "decode.acc_seg": 73.7998, "aux.loss_ce": 0.1255, "aux.acc_seg": 71.20868, "loss": 0.36915, "time": 0.23794}
{"mode": "train", "epoch": 84, "iter": 43750, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.24555, "decode.acc_seg": 74.42807, "aux.loss_ce": 0.13295, "aux.acc_seg": 71.0957, "loss": 0.3785, "time": 0.23266}
{"mode": "train", "epoch": 84, "iter": 43800, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.25702, "decode.acc_seg": 74.11528, "aux.loss_ce": 0.14119, "aux.acc_seg": 70.53695, "loss": 0.39821, "time": 0.23261}
{"mode": "train", "epoch": 84, "iter": 43850, "lr": 1e-05, "memory": 16676, "data_time": 0.00393, "decode.loss_ce": 0.24712, "decode.acc_seg": 71.65532, "aux.loss_ce": 0.12834, "aux.acc_seg": 68.84489, "loss": 0.37546, "time": 0.23694}
{"mode": "train", "epoch": 84, "iter": 43900, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.2343, "decode.acc_seg": 74.27523, "aux.loss_ce": 0.12671, "aux.acc_seg": 71.29112, "loss": 0.36101, "time": 0.23467}
{"mode": "train", "epoch": 84, "iter": 43950, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.24219, "decode.acc_seg": 73.42479, "aux.loss_ce": 0.12693, "aux.acc_seg": 70.67209, "loss": 0.36912, "time": 0.23354}
{"mode": "train", "epoch": 84, "iter": 44000, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.25793, "decode.acc_seg": 74.59631, "aux.loss_ce": 0.13561, "aux.acc_seg": 71.42551, "loss": 0.39354, "time": 0.23541}
{"mode": "train", "epoch": 85, "iter": 44050, "lr": 1e-05, "memory": 16676, "data_time": 0.05058, "decode.loss_ce": 0.24545, "decode.acc_seg": 72.79149, "aux.loss_ce": 0.1304, "aux.acc_seg": 69.88272, "loss": 0.37586, "time": 0.28399}
{"mode": "train", "epoch": 85, "iter": 44100, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.24129, "decode.acc_seg": 75.31621, "aux.loss_ce": 0.12874, "aux.acc_seg": 72.18892, "loss": 0.37003, "time": 0.23697}
{"mode": "train", "epoch": 85, "iter": 44150, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.25006, "decode.acc_seg": 73.80096, "aux.loss_ce": 0.13053, "aux.acc_seg": 70.83614, "loss": 0.38059, "time": 0.23868}
{"mode": "train", "epoch": 85, "iter": 44200, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.23832, "decode.acc_seg": 73.15699, "aux.loss_ce": 0.12916, "aux.acc_seg": 70.15008, "loss": 0.36748, "time": 0.23621}
{"mode": "train", "epoch": 85, "iter": 44250, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.24556, "decode.acc_seg": 73.66697, "aux.loss_ce": 0.13162, "aux.acc_seg": 70.49721, "loss": 0.37717, "time": 0.23635}
{"mode": "train", "epoch": 85, "iter": 44300, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.2495, "decode.acc_seg": 73.25527, "aux.loss_ce": 0.13403, "aux.acc_seg": 70.06498, "loss": 0.38353, "time": 0.23658}
{"mode": "train", "epoch": 85, "iter": 44350, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.25063, "decode.acc_seg": 73.47901, "aux.loss_ce": 0.13256, "aux.acc_seg": 70.50031, "loss": 0.38318, "time": 0.23489}
{"mode": "train", "epoch": 85, "iter": 44400, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.24694, "decode.acc_seg": 71.91434, "aux.loss_ce": 0.13473, "aux.acc_seg": 68.58855, "loss": 0.38167, "time": 0.23356}
{"mode": "train", "epoch": 85, "iter": 44450, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.23487, "decode.acc_seg": 73.03774, "aux.loss_ce": 0.12791, "aux.acc_seg": 69.65397, "loss": 0.36279, "time": 0.23495}
{"mode": "train", "epoch": 85, "iter": 44500, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.2578, "decode.acc_seg": 72.55989, "aux.loss_ce": 0.13732, "aux.acc_seg": 69.31786, "loss": 0.39512, "time": 0.23709}
{"mode": "train", "epoch": 86, "iter": 44550, "lr": 1e-05, "memory": 16676, "data_time": 0.05092, "decode.loss_ce": 0.271, "decode.acc_seg": 72.79683, "aux.loss_ce": 0.14069, "aux.acc_seg": 69.6919, "loss": 0.41169, "time": 0.28494}
{"mode": "train", "epoch": 86, "iter": 44600, "lr": 1e-05, "memory": 16676, "data_time": 0.00398, "decode.loss_ce": 0.24548, "decode.acc_seg": 72.82186, "aux.loss_ce": 0.13154, "aux.acc_seg": 69.8722, "loss": 0.37702, "time": 0.23738}
{"mode": "train", "epoch": 86, "iter": 44650, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.23978, "decode.acc_seg": 72.87447, "aux.loss_ce": 0.12546, "aux.acc_seg": 70.10214, "loss": 0.36524, "time": 0.23404}
{"mode": "train", "epoch": 86, "iter": 44700, "lr": 1e-05, "memory": 16676, "data_time": 0.00379, "decode.loss_ce": 0.24722, "decode.acc_seg": 72.29208, "aux.loss_ce": 0.13045, "aux.acc_seg": 69.1955, "loss": 0.37767, "time": 0.23514}
{"mode": "train", "epoch": 86, "iter": 44750, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.2435, "decode.acc_seg": 73.24699, "aux.loss_ce": 0.12949, "aux.acc_seg": 70.11922, "loss": 0.373, "time": 0.23408}
{"mode": "train", "epoch": 86, "iter": 44800, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.25123, "decode.acc_seg": 73.35337, "aux.loss_ce": 0.13225, "aux.acc_seg": 70.3342, "loss": 0.38347, "time": 0.23455}
{"mode": "train", "epoch": 86, "iter": 44850, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.25382, "decode.acc_seg": 73.33061, "aux.loss_ce": 0.1346, "aux.acc_seg": 70.12695, "loss": 0.38842, "time": 0.23677}
{"mode": "train", "epoch": 86, "iter": 44900, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.25607, "decode.acc_seg": 73.13074, "aux.loss_ce": 0.13439, "aux.acc_seg": 70.09064, "loss": 0.39046, "time": 0.23529}
{"mode": "train", "epoch": 86, "iter": 44950, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.25972, "decode.acc_seg": 75.35489, "aux.loss_ce": 0.1387, "aux.acc_seg": 72.16026, "loss": 0.39842, "time": 0.23278}
{"mode": "train", "epoch": 86, "iter": 45000, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.24789, "decode.acc_seg": 72.74929, "aux.loss_ce": 0.1315, "aux.acc_seg": 69.84578, "loss": 0.37939, "time": 0.23398}
{"mode": "train", "epoch": 86, "iter": 45050, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.24296, "decode.acc_seg": 72.51906, "aux.loss_ce": 0.13151, "aux.acc_seg": 69.40505, "loss": 0.37448, "time": 0.23716}
{"mode": "train", "epoch": 87, "iter": 45100, "lr": 1e-05, "memory": 16676, "data_time": 0.04913, "decode.loss_ce": 0.25494, "decode.acc_seg": 71.4029, "aux.loss_ce": 0.13284, "aux.acc_seg": 68.41765, "loss": 0.38779, "time": 0.28529}
{"mode": "train", "epoch": 87, "iter": 45150, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.2539, "decode.acc_seg": 75.92983, "aux.loss_ce": 0.13539, "aux.acc_seg": 72.92905, "loss": 0.38929, "time": 0.23871}
{"mode": "train", "epoch": 87, "iter": 45200, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.24756, "decode.acc_seg": 74.33424, "aux.loss_ce": 0.13534, "aux.acc_seg": 70.98959, "loss": 0.3829, "time": 0.23512}
{"mode": "train", "epoch": 87, "iter": 45250, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.24201, "decode.acc_seg": 72.86018, "aux.loss_ce": 0.13132, "aux.acc_seg": 69.75849, "loss": 0.37333, "time": 0.23535}
{"mode": "train", "epoch": 87, "iter": 45300, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.26647, "decode.acc_seg": 73.50413, "aux.loss_ce": 0.14169, "aux.acc_seg": 70.13886, "loss": 0.40816, "time": 0.23803}
{"mode": "train", "epoch": 87, "iter": 45350, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.23562, "decode.acc_seg": 73.86895, "aux.loss_ce": 0.12775, "aux.acc_seg": 70.88873, "loss": 0.36336, "time": 0.23467}
{"mode": "train", "epoch": 87, "iter": 45400, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.25417, "decode.acc_seg": 72.45187, "aux.loss_ce": 0.13691, "aux.acc_seg": 69.02474, "loss": 0.39108, "time": 0.23504}
{"mode": "train", "epoch": 87, "iter": 45450, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.25313, "decode.acc_seg": 74.14369, "aux.loss_ce": 0.13756, "aux.acc_seg": 70.82171, "loss": 0.39069, "time": 0.23758}
{"mode": "train", "epoch": 87, "iter": 45500, "lr": 1e-05, "memory": 16676, "data_time": 0.0035, "decode.loss_ce": 0.24648, "decode.acc_seg": 73.58551, "aux.loss_ce": 0.13295, "aux.acc_seg": 70.64315, "loss": 0.37942, "time": 0.23887}
{"mode": "train", "epoch": 87, "iter": 45550, "lr": 1e-05, "memory": 16676, "data_time": 0.00342, "decode.loss_ce": 0.24445, "decode.acc_seg": 72.53136, "aux.loss_ce": 0.12896, "aux.acc_seg": 69.63479, "loss": 0.37341, "time": 0.23728}
{"mode": "train", "epoch": 88, "iter": 45600, "lr": 1e-05, "memory": 16676, "data_time": 0.04948, "decode.loss_ce": 0.24112, "decode.acc_seg": 74.49986, "aux.loss_ce": 0.12875, "aux.acc_seg": 71.25114, "loss": 0.36987, "time": 0.28124}
{"mode": "train", "epoch": 88, "iter": 45650, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.25123, "decode.acc_seg": 73.33307, "aux.loss_ce": 0.13259, "aux.acc_seg": 70.40129, "loss": 0.38383, "time": 0.23542}
{"mode": "train", "epoch": 88, "iter": 45700, "lr": 1e-05, "memory": 16676, "data_time": 0.00354, "decode.loss_ce": 0.25678, "decode.acc_seg": 75.14599, "aux.loss_ce": 0.13743, "aux.acc_seg": 71.9027, "loss": 0.39421, "time": 0.23735}
{"mode": "train", "epoch": 88, "iter": 45750, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.23509, "decode.acc_seg": 73.13167, "aux.loss_ce": 0.12595, "aux.acc_seg": 70.25543, "loss": 0.36104, "time": 0.23618}
{"mode": "train", "epoch": 88, "iter": 45800, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.24901, "decode.acc_seg": 72.83629, "aux.loss_ce": 0.13283, "aux.acc_seg": 69.67053, "loss": 0.38184, "time": 0.23545}
{"mode": "train", "epoch": 88, "iter": 45850, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.24108, "decode.acc_seg": 72.61189, "aux.loss_ce": 0.13047, "aux.acc_seg": 69.38441, "loss": 0.37155, "time": 0.2346}
{"mode": "train", "epoch": 88, "iter": 45900, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.23688, "decode.acc_seg": 71.14545, "aux.loss_ce": 0.1229, "aux.acc_seg": 68.48156, "loss": 0.35977, "time": 0.2327}
{"mode": "train", "epoch": 88, "iter": 45950, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.24405, "decode.acc_seg": 75.58394, "aux.loss_ce": 0.13008, "aux.acc_seg": 72.62593, "loss": 0.37414, "time": 0.23643}
{"mode": "train", "epoch": 88, "iter": 46000, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.24711, "decode.acc_seg": 73.00169, "aux.loss_ce": 0.13138, "aux.acc_seg": 70.26446, "loss": 0.37849, "time": 0.23492}
{"mode": "train", "epoch": 88, "iter": 46050, "lr": 1e-05, "memory": 16676, "data_time": 0.00362, "decode.loss_ce": 0.24825, "decode.acc_seg": 72.2877, "aux.loss_ce": 0.13006, "aux.acc_seg": 69.57273, "loss": 0.37831, "time": 0.23654}
{"mode": "train", "epoch": 88, "iter": 46100, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.25144, "decode.acc_seg": 74.13971, "aux.loss_ce": 0.13477, "aux.acc_seg": 71.02791, "loss": 0.38621, "time": 0.23562}
{"mode": "train", "epoch": 89, "iter": 46150, "lr": 1e-05, "memory": 16676, "data_time": 0.05077, "decode.loss_ce": 0.25003, "decode.acc_seg": 75.98524, "aux.loss_ce": 0.13151, "aux.acc_seg": 72.99151, "loss": 0.38153, "time": 0.28483}
{"mode": "train", "epoch": 89, "iter": 46200, "lr": 1e-05, "memory": 16676, "data_time": 0.00376, "decode.loss_ce": 0.24228, "decode.acc_seg": 74.54469, "aux.loss_ce": 0.13159, "aux.acc_seg": 71.27976, "loss": 0.37387, "time": 0.23557}
{"mode": "train", "epoch": 89, "iter": 46250, "lr": 1e-05, "memory": 16676, "data_time": 0.00371, "decode.loss_ce": 0.2466, "decode.acc_seg": 74.33359, "aux.loss_ce": 0.13408, "aux.acc_seg": 70.95641, "loss": 0.38068, "time": 0.24036}
{"mode": "train", "epoch": 89, "iter": 46300, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.23433, "decode.acc_seg": 73.11915, "aux.loss_ce": 0.12766, "aux.acc_seg": 69.95717, "loss": 0.36199, "time": 0.23619}
{"mode": "train", "epoch": 89, "iter": 46350, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.24837, "decode.acc_seg": 75.00684, "aux.loss_ce": 0.13094, "aux.acc_seg": 72.19465, "loss": 0.37931, "time": 0.23375}
{"mode": "train", "epoch": 89, "iter": 46400, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.22549, "decode.acc_seg": 71.82402, "aux.loss_ce": 0.12423, "aux.acc_seg": 68.74803, "loss": 0.34972, "time": 0.23564}
{"mode": "train", "epoch": 89, "iter": 46450, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.2329, "decode.acc_seg": 73.15897, "aux.loss_ce": 0.12564, "aux.acc_seg": 70.02094, "loss": 0.35854, "time": 0.23672}
{"mode": "train", "epoch": 89, "iter": 46500, "lr": 1e-05, "memory": 16676, "data_time": 0.00352, "decode.loss_ce": 0.24816, "decode.acc_seg": 73.50186, "aux.loss_ce": 0.13557, "aux.acc_seg": 70.23184, "loss": 0.38373, "time": 0.2357}
{"mode": "train", "epoch": 89, "iter": 46550, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.25387, "decode.acc_seg": 73.71024, "aux.loss_ce": 0.13366, "aux.acc_seg": 70.672, "loss": 0.38752, "time": 0.23484}
{"mode": "train", "epoch": 89, "iter": 46600, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.24111, "decode.acc_seg": 73.24117, "aux.loss_ce": 0.13209, "aux.acc_seg": 69.89056, "loss": 0.3732, "time": 0.23395}
{"mode": "train", "epoch": 90, "iter": 46650, "lr": 1e-05, "memory": 16676, "data_time": 0.05344, "decode.loss_ce": 0.23203, "decode.acc_seg": 72.84839, "aux.loss_ce": 0.12371, "aux.acc_seg": 69.97544, "loss": 0.35574, "time": 0.28607}
{"mode": "train", "epoch": 90, "iter": 46700, "lr": 1e-05, "memory": 16676, "data_time": 0.00344, "decode.loss_ce": 0.24432, "decode.acc_seg": 72.22038, "aux.loss_ce": 0.12988, "aux.acc_seg": 69.14586, "loss": 0.3742, "time": 0.23439}
{"mode": "train", "epoch": 90, "iter": 46750, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.22764, "decode.acc_seg": 72.18458, "aux.loss_ce": 0.12536, "aux.acc_seg": 69.04422, "loss": 0.353, "time": 0.23426}
{"mode": "train", "epoch": 90, "iter": 46800, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.24509, "decode.acc_seg": 74.54774, "aux.loss_ce": 0.12798, "aux.acc_seg": 71.49955, "loss": 0.37307, "time": 0.23548}
{"mode": "train", "epoch": 90, "iter": 46850, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.24699, "decode.acc_seg": 73.71607, "aux.loss_ce": 0.13066, "aux.acc_seg": 70.71788, "loss": 0.37766, "time": 0.23385}
{"mode": "train", "epoch": 90, "iter": 46900, "lr": 1e-05, "memory": 16676, "data_time": 0.00384, "decode.loss_ce": 0.24594, "decode.acc_seg": 75.59173, "aux.loss_ce": 0.13194, "aux.acc_seg": 72.38177, "loss": 0.37788, "time": 0.24008}
{"mode": "train", "epoch": 90, "iter": 46950, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.22798, "decode.acc_seg": 73.06192, "aux.loss_ce": 0.12169, "aux.acc_seg": 70.09882, "loss": 0.34967, "time": 0.23506}
{"mode": "train", "epoch": 90, "iter": 47000, "lr": 1e-05, "memory": 16676, "data_time": 0.00356, "decode.loss_ce": 0.25082, "decode.acc_seg": 73.62474, "aux.loss_ce": 0.13622, "aux.acc_seg": 70.45969, "loss": 0.38703, "time": 0.23475}
{"mode": "train", "epoch": 90, "iter": 47050, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.23428, "decode.acc_seg": 72.0368, "aux.loss_ce": 0.1269, "aux.acc_seg": 69.04121, "loss": 0.36117, "time": 0.2336}
{"mode": "train", "epoch": 90, "iter": 47100, "lr": 1e-05, "memory": 16676, "data_time": 0.00381, "decode.loss_ce": 0.25131, "decode.acc_seg": 74.5247, "aux.loss_ce": 0.13628, "aux.acc_seg": 71.05241, "loss": 0.38759, "time": 0.23606}
{"mode": "train", "epoch": 90, "iter": 47150, "lr": 1e-05, "memory": 16676, "data_time": 0.00367, "decode.loss_ce": 0.24625, "decode.acc_seg": 73.3617, "aux.loss_ce": 0.13344, "aux.acc_seg": 69.92323, "loss": 0.37969, "time": 0.23611}
{"mode": "train", "epoch": 91, "iter": 47200, "lr": 1e-05, "memory": 16676, "data_time": 0.04874, "decode.loss_ce": 0.23239, "decode.acc_seg": 73.75887, "aux.loss_ce": 0.12598, "aux.acc_seg": 70.4817, "loss": 0.35837, "time": 0.28682}
{"mode": "train", "epoch": 91, "iter": 47250, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.26503, "decode.acc_seg": 73.06069, "aux.loss_ce": 0.13904, "aux.acc_seg": 70.16663, "loss": 0.40407, "time": 0.23559}
{"mode": "train", "epoch": 91, "iter": 47300, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.24566, "decode.acc_seg": 72.85207, "aux.loss_ce": 0.13031, "aux.acc_seg": 69.88591, "loss": 0.37596, "time": 0.23522}
{"mode": "train", "epoch": 91, "iter": 47350, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.26087, "decode.acc_seg": 73.66403, "aux.loss_ce": 0.13752, "aux.acc_seg": 70.56156, "loss": 0.39838, "time": 0.23483}
{"mode": "train", "epoch": 91, "iter": 47400, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.23803, "decode.acc_seg": 73.35544, "aux.loss_ce": 0.12655, "aux.acc_seg": 70.55412, "loss": 0.36458, "time": 0.23984}
{"mode": "train", "epoch": 91, "iter": 47450, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.22876, "decode.acc_seg": 73.4074, "aux.loss_ce": 0.12177, "aux.acc_seg": 70.49892, "loss": 0.35053, "time": 0.23704}
{"mode": "train", "epoch": 91, "iter": 47500, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.25058, "decode.acc_seg": 74.6643, "aux.loss_ce": 0.13149, "aux.acc_seg": 71.84556, "loss": 0.38208, "time": 0.23715}
{"mode": "train", "epoch": 91, "iter": 47550, "lr": 1e-05, "memory": 16676, "data_time": 0.00386, "decode.loss_ce": 0.23827, "decode.acc_seg": 72.69681, "aux.loss_ce": 0.12593, "aux.acc_seg": 69.81662, "loss": 0.36421, "time": 0.23618}
{"mode": "train", "epoch": 91, "iter": 47600, "lr": 1e-05, "memory": 16676, "data_time": 0.00351, "decode.loss_ce": 0.25105, "decode.acc_seg": 73.53948, "aux.loss_ce": 0.13516, "aux.acc_seg": 70.10196, "loss": 0.38621, "time": 0.23898}
{"mode": "train", "epoch": 91, "iter": 47650, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.26197, "decode.acc_seg": 72.61788, "aux.loss_ce": 0.13607, "aux.acc_seg": 69.61164, "loss": 0.39804, "time": 0.23562}
{"mode": "train", "epoch": 92, "iter": 47700, "lr": 1e-05, "memory": 16676, "data_time": 0.05209, "decode.loss_ce": 0.24363, "decode.acc_seg": 73.4325, "aux.loss_ce": 0.12986, "aux.acc_seg": 70.50478, "loss": 0.37349, "time": 0.28282}
{"mode": "train", "epoch": 92, "iter": 47750, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.25297, "decode.acc_seg": 75.04133, "aux.loss_ce": 0.13649, "aux.acc_seg": 71.65881, "loss": 0.38946, "time": 0.23449}
{"mode": "train", "epoch": 92, "iter": 47800, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.23758, "decode.acc_seg": 74.5584, "aux.loss_ce": 0.12965, "aux.acc_seg": 71.55171, "loss": 0.36723, "time": 0.23598}
{"mode": "train", "epoch": 92, "iter": 47850, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.23538, "decode.acc_seg": 73.98471, "aux.loss_ce": 0.12459, "aux.acc_seg": 71.28774, "loss": 0.35997, "time": 0.2373}
{"mode": "train", "epoch": 92, "iter": 47900, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.23286, "decode.acc_seg": 75.51669, "aux.loss_ce": 0.12437, "aux.acc_seg": 72.6363, "loss": 0.35723, "time": 0.23692}
{"mode": "train", "epoch": 92, "iter": 47950, "lr": 1e-05, "memory": 16676, "data_time": 0.00565, "decode.loss_ce": 0.24316, "decode.acc_seg": 73.77944, "aux.loss_ce": 0.12873, "aux.acc_seg": 70.74785, "loss": 0.37189, "time": 0.24063}
{"mode": "train", "epoch": 92, "iter": 48000, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.24444, "decode.acc_seg": 73.33458, "aux.loss_ce": 0.13017, "aux.acc_seg": 70.42452, "loss": 0.37461, "time": 0.31003}
{"mode": "train", "epoch": 92, "iter": 48050, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.24175, "decode.acc_seg": 75.17173, "aux.loss_ce": 0.12978, "aux.acc_seg": 72.08514, "loss": 0.37153, "time": 0.23517}
{"mode": "train", "epoch": 92, "iter": 48100, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.23943, "decode.acc_seg": 75.57519, "aux.loss_ce": 0.12858, "aux.acc_seg": 72.4656, "loss": 0.36801, "time": 0.2368}
{"mode": "train", "epoch": 92, "iter": 48150, "lr": 1e-05, "memory": 16676, "data_time": 0.00368, "decode.loss_ce": 0.2462, "decode.acc_seg": 74.18335, "aux.loss_ce": 0.12902, "aux.acc_seg": 71.25652, "loss": 0.37522, "time": 0.23507}
{"mode": "train", "epoch": 92, "iter": 48200, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.23457, "decode.acc_seg": 75.13773, "aux.loss_ce": 0.12659, "aux.acc_seg": 72.17327, "loss": 0.36116, "time": 0.23736}
{"mode": "train", "epoch": 93, "iter": 48250, "lr": 1e-05, "memory": 16676, "data_time": 0.0503, "decode.loss_ce": 0.23855, "decode.acc_seg": 72.28838, "aux.loss_ce": 0.12767, "aux.acc_seg": 69.21694, "loss": 0.36622, "time": 0.2828}
{"mode": "train", "epoch": 93, "iter": 48300, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.24409, "decode.acc_seg": 73.7262, "aux.loss_ce": 0.13311, "aux.acc_seg": 70.42304, "loss": 0.3772, "time": 0.23518}
{"mode": "train", "epoch": 93, "iter": 48350, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.25071, "decode.acc_seg": 74.00846, "aux.loss_ce": 0.1338, "aux.acc_seg": 70.81581, "loss": 0.38451, "time": 0.23371}
{"mode": "train", "epoch": 93, "iter": 48400, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.23742, "decode.acc_seg": 72.89602, "aux.loss_ce": 0.12963, "aux.acc_seg": 69.59913, "loss": 0.36705, "time": 0.23503}
{"mode": "train", "epoch": 93, "iter": 48450, "lr": 1e-05, "memory": 16676, "data_time": 0.00349, "decode.loss_ce": 0.23917, "decode.acc_seg": 71.7073, "aux.loss_ce": 0.13271, "aux.acc_seg": 68.2909, "loss": 0.37188, "time": 0.23422}
{"mode": "train", "epoch": 93, "iter": 48500, "lr": 1e-05, "memory": 16676, "data_time": 0.0036, "decode.loss_ce": 0.24145, "decode.acc_seg": 75.04256, "aux.loss_ce": 0.1323, "aux.acc_seg": 71.44543, "loss": 0.37375, "time": 0.23931}
{"mode": "train", "epoch": 93, "iter": 48550, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.25584, "decode.acc_seg": 73.17943, "aux.loss_ce": 0.13998, "aux.acc_seg": 69.72397, "loss": 0.39582, "time": 0.23772}
{"mode": "train", "epoch": 93, "iter": 48600, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.25202, "decode.acc_seg": 74.52869, "aux.loss_ce": 0.13643, "aux.acc_seg": 71.37567, "loss": 0.38845, "time": 0.23592}
{"mode": "train", "epoch": 93, "iter": 48650, "lr": 1e-05, "memory": 16676, "data_time": 0.00397, "decode.loss_ce": 0.24466, "decode.acc_seg": 74.41234, "aux.loss_ce": 0.12992, "aux.acc_seg": 71.4795, "loss": 0.37458, "time": 0.23615}
{"mode": "train", "epoch": 93, "iter": 48700, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.25127, "decode.acc_seg": 73.61451, "aux.loss_ce": 0.13352, "aux.acc_seg": 70.48784, "loss": 0.38479, "time": 0.23302}
{"mode": "train", "epoch": 94, "iter": 48750, "lr": 1e-05, "memory": 16676, "data_time": 0.04982, "decode.loss_ce": 0.24258, "decode.acc_seg": 75.22451, "aux.loss_ce": 0.1263, "aux.acc_seg": 72.56907, "loss": 0.36888, "time": 0.28802}
{"mode": "train", "epoch": 94, "iter": 48800, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.23803, "decode.acc_seg": 76.01911, "aux.loss_ce": 0.13128, "aux.acc_seg": 72.62499, "loss": 0.36932, "time": 0.2364}
{"mode": "train", "epoch": 94, "iter": 48850, "lr": 1e-05, "memory": 16676, "data_time": 0.00364, "decode.loss_ce": 0.23196, "decode.acc_seg": 74.72857, "aux.loss_ce": 0.12644, "aux.acc_seg": 71.5819, "loss": 0.3584, "time": 0.2345}
{"mode": "train", "epoch": 94, "iter": 48900, "lr": 1e-05, "memory": 16676, "data_time": 0.00358, "decode.loss_ce": 0.23746, "decode.acc_seg": 75.71094, "aux.loss_ce": 0.13032, "aux.acc_seg": 72.47146, "loss": 0.36778, "time": 0.23532}
{"mode": "train", "epoch": 94, "iter": 48950, "lr": 1e-05, "memory": 16676, "data_time": 0.0034, "decode.loss_ce": 0.23081, "decode.acc_seg": 75.37498, "aux.loss_ce": 0.12418, "aux.acc_seg": 72.44762, "loss": 0.35499, "time": 0.23484}
{"mode": "train", "epoch": 94, "iter": 49000, "lr": 1e-05, "memory": 16676, "data_time": 0.00361, "decode.loss_ce": 0.21775, "decode.acc_seg": 72.30195, "aux.loss_ce": 0.11606, "aux.acc_seg": 69.57994, "loss": 0.33382, "time": 0.2347}
{"mode": "train", "epoch": 94, "iter": 49050, "lr": 1e-05, "memory": 16676, "data_time": 0.00357, "decode.loss_ce": 0.23784, "decode.acc_seg": 74.07858, "aux.loss_ce": 0.12759, "aux.acc_seg": 70.86446, "loss": 0.36543, "time": 0.23618}
{"mode": "train", "epoch": 94, "iter": 49100, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.24493, "decode.acc_seg": 72.05612, "aux.loss_ce": 0.12898, "aux.acc_seg": 69.20335, "loss": 0.3739, "time": 0.2336}
{"mode": "train", "epoch": 94, "iter": 49150, "lr": 1e-05, "memory": 16676, "data_time": 0.00366, "decode.loss_ce": 0.246, "decode.acc_seg": 74.88756, "aux.loss_ce": 0.13137, "aux.acc_seg": 71.79238, "loss": 0.37737, "time": 0.23479}
{"mode": "train", "epoch": 94, "iter": 49200, "lr": 1e-05, "memory": 16676, "data_time": 0.00359, "decode.loss_ce": 0.23676, "decode.acc_seg": 73.97595, "aux.loss_ce": 0.12912, "aux.acc_seg": 70.60841, "loss": 0.36588, "time": 0.23659}
{"mode": "train", "epoch": 94, "iter": 49250, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.22751, "decode.acc_seg": 74.04052, "aux.loss_ce": 0.12737, "aux.acc_seg": 70.6418, "loss": 0.35487, "time": 0.23437}
{"mode": "train", "epoch": 95, "iter": 49300, "lr": 1e-05, "memory": 16676, "data_time": 0.04829, "decode.loss_ce": 0.24887, "decode.acc_seg": 76.40856, "aux.loss_ce": 0.13234, "aux.acc_seg": 73.24364, "loss": 0.38121, "time": 0.28423}
{"mode": "train", "epoch": 95, "iter": 49350, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.25416, "decode.acc_seg": 75.65584, "aux.loss_ce": 0.13439, "aux.acc_seg": 72.63498, "loss": 0.38855, "time": 0.23489}
{"mode": "train", "epoch": 95, "iter": 49400, "lr": 1e-05, "memory": 16676, "data_time": 0.0038, "decode.loss_ce": 0.23709, "decode.acc_seg": 75.3402, "aux.loss_ce": 0.12995, "aux.acc_seg": 72.07887, "loss": 0.36704, "time": 0.2359}
{"mode": "train", "epoch": 95, "iter": 49450, "lr": 1e-05, "memory": 16676, "data_time": 0.00369, "decode.loss_ce": 0.23757, "decode.acc_seg": 73.80733, "aux.loss_ce": 0.12504, "aux.acc_seg": 71.03902, "loss": 0.36262, "time": 0.23766}
{"mode": "train", "epoch": 95, "iter": 49500, "lr": 1e-05, "memory": 16676, "data_time": 0.0037, "decode.loss_ce": 0.23992, "decode.acc_seg": 73.22322, "aux.loss_ce": 0.12981, "aux.acc_seg": 69.94743, "loss": 0.36973, "time": 0.23612}
{"mode": "train", "epoch": 95, "iter": 49550, "lr": 1e-05, "memory": 16676, "data_time": 0.00378, "decode.loss_ce": 0.25406, "decode.acc_seg": 73.378, "aux.loss_ce": 0.13407, "aux.acc_seg": 70.15809, "loss": 0.38813, "time": 0.23736}
{"mode": "train", "epoch": 95, "iter": 49600, "lr": 1e-05, "memory": 16676, "data_time": 0.00372, "decode.loss_ce": 0.27159, "decode.acc_seg": 73.62177, "aux.loss_ce": 0.13703, "aux.acc_seg": 70.79916, "loss": 0.40862, "time": 0.23812}
{"mode": "train", "epoch": 95, "iter": 49650, "lr": 1e-05, "memory": 16676, "data_time": 0.00363, "decode.loss_ce": 0.24733, "decode.acc_seg": 74.44979, "aux.loss_ce": 0.13038, "aux.acc_seg": 71.50641, "loss": 0.37772, "time": 0.23525}
{"mode": "train", "epoch": 95, "iter": 49700, "lr": 1e-05, "memory": 16676, "data_time": 0.00355, "decode.loss_ce": 0.24062, "decode.acc_seg": 75.5361, "aux.loss_ce": 0.12907, "aux.acc_seg": 72.40884, "loss": 0.3697, "time": 0.23351}
{"mode": "train", "epoch": 95, "iter": 49750, "lr": 1e-05, "memory": 16676, "data_time": 0.00373, "decode.loss_ce": 0.24445, "decode.acc_seg": 72.68724, "aux.loss_ce": 0.13221, "aux.acc_seg": 69.46218, "loss": 0.37665, "time": 0.23627}
{"mode": "train", "epoch": 96, "iter": 49800, "lr": 1e-05, "memory": 16676, "data_time": 0.04911, "decode.loss_ce": 0.23132, "decode.acc_seg": 74.30812, "aux.loss_ce": 0.12832, "aux.acc_seg": 70.96338, "loss": 0.35964, "time": 0.28079}
{"mode": "train", "epoch": 96, "iter": 49850, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.23679, "decode.acc_seg": 76.87832, "aux.loss_ce": 0.13182, "aux.acc_seg": 73.30692, "loss": 0.36861, "time": 0.23425}
{"mode": "train", "epoch": 96, "iter": 49900, "lr": 1e-05, "memory": 16676, "data_time": 0.00365, "decode.loss_ce": 0.23448, "decode.acc_seg": 76.01911, "aux.loss_ce": 0.1276, "aux.acc_seg": 73.03658, "loss": 0.36208, "time": 0.23652}
{"mode": "train", "epoch": 96, "iter": 49950, "lr": 1e-05, "memory": 16676, "data_time": 0.00375, "decode.loss_ce": 0.23504, "decode.acc_seg": 76.62706, "aux.loss_ce": 0.12533, "aux.acc_seg": 73.75689, "loss": 0.36037, "time": 0.23526}