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fpn_80k_nextvit_large.log
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fpn_80k_nextvit_large.log
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2022-08-03 19:53:32,786 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters
2022-08-03 19:54:07,844 - mmseg - INFO - Iter [50/40000] lr: 9.989e-05, eta: 4:56:28, time: 0.445, data_time: 0.012, memory: 38440, decode.loss_ce: 3.0453, decode.acc_seg: 36.3478, loss: 3.0453
2022-08-03 19:54:23,103 - mmseg - INFO - Iter [100/40000] lr: 9.978e-05, eta: 4:09:25, time: 0.305, data_time: 0.007, memory: 38440, decode.loss_ce: 2.1155, decode.acc_seg: 49.9709, loss: 2.1155
2022-08-03 19:54:38,230 - mmseg - INFO - Iter [150/40000] lr: 9.967e-05, eta: 3:53:04, time: 0.303, data_time: 0.008, memory: 38440, decode.loss_ce: 1.7951, decode.acc_seg: 54.1651, loss: 1.7951
2022-08-03 19:54:53,618 - mmseg - INFO - Iter [200/40000] lr: 9.956e-05, eta: 3:45:37, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 1.6556, decode.acc_seg: 56.3085, loss: 1.6556
2022-08-03 19:55:08,810 - mmseg - INFO - Iter [250/40000] lr: 9.945e-05, eta: 3:40:32, time: 0.304, data_time: 0.007, memory: 38440, decode.loss_ce: 1.5305, decode.acc_seg: 59.7511, loss: 1.5305
2022-08-03 19:55:24,119 - mmseg - INFO - Iter [300/40000] lr: 9.933e-05, eta: 3:37:17, time: 0.306, data_time: 0.007, memory: 38440, decode.loss_ce: 1.4394, decode.acc_seg: 61.0106, loss: 1.4394
2022-08-03 19:55:39,211 - mmseg - INFO - Iter [350/40000] lr: 9.922e-05, eta: 3:34:30, time: 0.302, data_time: 0.007, memory: 38440, decode.loss_ce: 1.3910, decode.acc_seg: 61.8325, loss: 1.3910
2022-08-03 19:55:54,561 - mmseg - INFO - Iter [400/40000] lr: 9.911e-05, eta: 3:32:48, time: 0.307, data_time: 0.008, memory: 38440, decode.loss_ce: 1.3141, decode.acc_seg: 62.4420, loss: 1.3141
2022-08-03 19:56:09,923 - mmseg - INFO - Iter [450/40000] lr: 9.900e-05, eta: 3:31:23, time: 0.307, data_time: 0.007, memory: 38440, decode.loss_ce: 1.2654, decode.acc_seg: 64.0837, loss: 1.2654
2022-08-03 19:56:25,093 - mmseg - INFO - Iter [500/40000] lr: 9.889e-05, eta: 3:30:01, time: 0.304, data_time: 0.008, memory: 38440, decode.loss_ce: 1.2425, decode.acc_seg: 63.6538, loss: 1.2425
2022-08-03 19:56:40,395 - mmseg - INFO - Iter [550/40000] lr: 9.878e-05, eta: 3:28:58, time: 0.306, data_time: 0.007, memory: 38440, decode.loss_ce: 1.2560, decode.acc_seg: 63.3851, loss: 1.2560
2022-08-03 19:56:55,896 - mmseg - INFO - Iter [600/40000] lr: 9.866e-05, eta: 3:28:17, time: 0.310, data_time: 0.007, memory: 38440, decode.loss_ce: 1.1904, decode.acc_seg: 64.2741, loss: 1.1904
2022-08-03 19:57:13,521 - mmseg - INFO - Iter [650/40000] lr: 9.855e-05, eta: 3:29:47, time: 0.352, data_time: 0.053, memory: 38440, decode.loss_ce: 1.1696, decode.acc_seg: 64.5087, loss: 1.1696
2022-08-03 19:57:28,964 - mmseg - INFO - Iter [700/40000] lr: 9.844e-05, eta: 3:29:00, time: 0.309, data_time: 0.007, memory: 38440, decode.loss_ce: 1.1586, decode.acc_seg: 65.0242, loss: 1.1586
2022-08-03 19:57:44,302 - mmseg - INFO - Iter [750/40000] lr: 9.833e-05, eta: 3:28:12, time: 0.307, data_time: 0.007, memory: 38440, decode.loss_ce: 1.0816, decode.acc_seg: 66.5773, loss: 1.0816
2022-08-03 19:57:59,643 - mmseg - INFO - Iter [800/40000] lr: 9.822e-05, eta: 3:27:28, time: 0.307, data_time: 0.007, memory: 38440, decode.loss_ce: 1.1091, decode.acc_seg: 66.5215, loss: 1.1091
2022-08-03 19:58:15,205 - mmseg - INFO - Iter [850/40000] lr: 9.811e-05, eta: 3:26:58, time: 0.311, data_time: 0.007, memory: 38440, decode.loss_ce: 1.0830, decode.acc_seg: 67.2512, loss: 1.0830
2022-08-03 19:58:30,526 - mmseg - INFO - Iter [900/40000] lr: 9.800e-05, eta: 3:26:18, time: 0.306, data_time: 0.007, memory: 38440, decode.loss_ce: 1.0811, decode.acc_seg: 66.0250, loss: 1.0811
2022-08-03 19:58:45,943 - mmseg - INFO - Iter [950/40000] lr: 9.788e-05, eta: 3:25:45, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 1.0472, decode.acc_seg: 67.6095, loss: 1.0472
2022-08-03 19:59:01,337 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 19:59:01,338 - mmseg - INFO - Iter [1000/40000] lr: 9.777e-05, eta: 3:25:14, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 1.0515, decode.acc_seg: 66.8097, loss: 1.0515
2022-08-03 19:59:16,735 - mmseg - INFO - Iter [1050/40000] lr: 9.766e-05, eta: 3:24:43, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 1.0562, decode.acc_seg: 66.3814, loss: 1.0562
2022-08-03 19:59:31,966 - mmseg - INFO - Iter [1100/40000] lr: 9.755e-05, eta: 3:24:08, time: 0.304, data_time: 0.007, memory: 38440, decode.loss_ce: 1.0065, decode.acc_seg: 67.5752, loss: 1.0065
2022-08-03 19:59:47,198 - mmseg - INFO - Iter [1150/40000] lr: 9.744e-05, eta: 3:23:35, time: 0.305, data_time: 0.008, memory: 38440, decode.loss_ce: 1.0022, decode.acc_seg: 67.5701, loss: 1.0022
2022-08-03 20:00:02,637 - mmseg - INFO - Iter [1200/40000] lr: 9.733e-05, eta: 3:23:10, time: 0.309, data_time: 0.008, memory: 38440, decode.loss_ce: 1.0374, decode.acc_seg: 67.0330, loss: 1.0374
2022-08-03 20:00:18,212 - mmseg - INFO - Iter [1250/40000] lr: 9.721e-05, eta: 3:22:51, time: 0.312, data_time: 0.008, memory: 38440, decode.loss_ce: 1.0321, decode.acc_seg: 67.2449, loss: 1.0321
2022-08-03 20:00:35,825 - mmseg - INFO - Iter [1300/40000] lr: 9.710e-05, eta: 3:23:32, time: 0.352, data_time: 0.054, memory: 38440, decode.loss_ce: 0.9543, decode.acc_seg: 69.0562, loss: 0.9543
2022-08-03 20:00:51,339 - mmseg - INFO - Iter [1350/40000] lr: 9.699e-05, eta: 3:23:08, time: 0.310, data_time: 0.008, memory: 38440, decode.loss_ce: 0.9783, decode.acc_seg: 68.8221, loss: 0.9783
2022-08-03 20:01:06,769 - mmseg - INFO - Iter [1400/40000] lr: 9.688e-05, eta: 3:22:43, time: 0.309, data_time: 0.007, memory: 38440, decode.loss_ce: 0.9578, decode.acc_seg: 68.8374, loss: 0.9578
2022-08-03 20:01:22,125 - mmseg - INFO - Iter [1450/40000] lr: 9.677e-05, eta: 3:22:17, time: 0.307, data_time: 0.007, memory: 38440, decode.loss_ce: 0.9143, decode.acc_seg: 70.2035, loss: 0.9143
2022-08-03 20:01:37,651 - mmseg - INFO - Iter [1500/40000] lr: 9.665e-05, eta: 3:21:56, time: 0.311, data_time: 0.008, memory: 38440, decode.loss_ce: 0.9177, decode.acc_seg: 69.7132, loss: 0.9177
2022-08-03 20:01:53,057 - mmseg - INFO - Iter [1550/40000] lr: 9.654e-05, eta: 3:21:31, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 0.9251, decode.acc_seg: 69.6907, loss: 0.9251
2022-08-03 20:02:08,745 - mmseg - INFO - Iter [1600/40000] lr: 9.643e-05, eta: 3:21:15, time: 0.314, data_time: 0.007, memory: 38440, decode.loss_ce: 0.9081, decode.acc_seg: 70.0279, loss: 0.9081
2022-08-03 20:02:23,901 - mmseg - INFO - Iter [1650/40000] lr: 9.632e-05, eta: 3:20:46, time: 0.303, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8558, decode.acc_seg: 71.3822, loss: 0.8558
2022-08-03 20:02:39,165 - mmseg - INFO - Iter [1700/40000] lr: 9.621e-05, eta: 3:20:21, time: 0.305, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8880, decode.acc_seg: 70.4877, loss: 0.8880
2022-08-03 20:02:54,466 - mmseg - INFO - Iter [1750/40000] lr: 9.610e-05, eta: 3:19:56, time: 0.306, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8845, decode.acc_seg: 69.8574, loss: 0.8845
2022-08-03 20:03:09,862 - mmseg - INFO - Iter [1800/40000] lr: 9.598e-05, eta: 3:19:34, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8844, decode.acc_seg: 70.1681, loss: 0.8844
2022-08-03 20:03:25,109 - mmseg - INFO - Iter [1850/40000] lr: 9.587e-05, eta: 3:19:10, time: 0.305, data_time: 0.007, memory: 38440, decode.loss_ce: 0.9013, decode.acc_seg: 70.1313, loss: 0.9013
2022-08-03 20:03:43,020 - mmseg - INFO - Iter [1900/40000] lr: 9.576e-05, eta: 3:19:39, time: 0.358, data_time: 0.059, memory: 38440, decode.loss_ce: 0.9110, decode.acc_seg: 69.9772, loss: 0.9110
2022-08-03 20:03:58,382 - mmseg - INFO - Iter [1950/40000] lr: 9.565e-05, eta: 3:19:16, time: 0.307, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8484, decode.acc_seg: 70.8583, loss: 0.8484
2022-08-03 20:04:13,858 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:04:13,858 - mmseg - INFO - Iter [2000/40000] lr: 9.554e-05, eta: 3:18:56, time: 0.310, data_time: 0.008, memory: 38440, decode.loss_ce: 0.8264, decode.acc_seg: 71.9920, loss: 0.8264
2022-08-03 20:04:29,489 - mmseg - INFO - Iter [2050/40000] lr: 9.542e-05, eta: 3:18:39, time: 0.313, data_time: 0.008, memory: 38440, decode.loss_ce: 0.8415, decode.acc_seg: 71.5472, loss: 0.8415
2022-08-03 20:04:44,957 - mmseg - INFO - Iter [2100/40000] lr: 9.531e-05, eta: 3:18:19, time: 0.309, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8498, decode.acc_seg: 71.3488, loss: 0.8498
2022-08-03 20:05:00,336 - mmseg - INFO - Iter [2150/40000] lr: 9.520e-05, eta: 3:17:58, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8431, decode.acc_seg: 71.0816, loss: 0.8431
2022-08-03 20:05:15,839 - mmseg - INFO - Iter [2200/40000] lr: 9.509e-05, eta: 3:17:39, time: 0.310, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8304, decode.acc_seg: 71.2994, loss: 0.8304
2022-08-03 20:05:31,225 - mmseg - INFO - Iter [2250/40000] lr: 9.498e-05, eta: 3:17:18, time: 0.308, data_time: 0.008, memory: 38440, decode.loss_ce: 0.8178, decode.acc_seg: 72.2768, loss: 0.8178
2022-08-03 20:05:46,338 - mmseg - INFO - Iter [2300/40000] lr: 9.486e-05, eta: 3:16:53, time: 0.302, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7765, decode.acc_seg: 73.2790, loss: 0.7765
2022-08-03 20:06:01,869 - mmseg - INFO - Iter [2350/40000] lr: 9.475e-05, eta: 3:16:35, time: 0.311, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7781, decode.acc_seg: 72.6041, loss: 0.7781
2022-08-03 20:06:17,098 - mmseg - INFO - Iter [2400/40000] lr: 9.464e-05, eta: 3:16:13, time: 0.305, data_time: 0.008, memory: 38440, decode.loss_ce: 0.8357, decode.acc_seg: 71.4560, loss: 0.8357
2022-08-03 20:06:32,376 - mmseg - INFO - Iter [2450/40000] lr: 9.453e-05, eta: 3:15:52, time: 0.306, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8100, decode.acc_seg: 72.4564, loss: 0.8100
2022-08-03 20:06:47,841 - mmseg - INFO - Iter [2500/40000] lr: 9.442e-05, eta: 3:15:33, time: 0.309, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8166, decode.acc_seg: 72.1791, loss: 0.8166
2022-08-03 20:07:05,716 - mmseg - INFO - Iter [2550/40000] lr: 9.430e-05, eta: 3:15:50, time: 0.357, data_time: 0.055, memory: 38440, decode.loss_ce: 0.8168, decode.acc_seg: 72.0850, loss: 0.8168
2022-08-03 20:07:21,125 - mmseg - INFO - Iter [2600/40000] lr: 9.419e-05, eta: 3:15:30, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7604, decode.acc_seg: 73.8766, loss: 0.7604
2022-08-03 20:07:36,437 - mmseg - INFO - Iter [2650/40000] lr: 9.408e-05, eta: 3:15:09, time: 0.306, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7943, decode.acc_seg: 72.5075, loss: 0.7943
2022-08-03 20:07:51,763 - mmseg - INFO - Iter [2700/40000] lr: 9.397e-05, eta: 3:14:49, time: 0.307, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7430, decode.acc_seg: 73.9888, loss: 0.7430
2022-08-03 20:08:07,175 - mmseg - INFO - Iter [2750/40000] lr: 9.386e-05, eta: 3:14:30, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 0.8002, decode.acc_seg: 71.9560, loss: 0.8002
2022-08-03 20:08:22,453 - mmseg - INFO - Iter [2800/40000] lr: 9.374e-05, eta: 3:14:09, time: 0.306, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7837, decode.acc_seg: 72.5702, loss: 0.7837
2022-08-03 20:08:37,765 - mmseg - INFO - Iter [2850/40000] lr: 9.363e-05, eta: 3:13:49, time: 0.306, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7814, decode.acc_seg: 72.7903, loss: 0.7814
2022-08-03 20:08:53,042 - mmseg - INFO - Iter [2900/40000] lr: 9.352e-05, eta: 3:13:28, time: 0.305, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7705, decode.acc_seg: 73.6323, loss: 0.7705
2022-08-03 20:09:08,259 - mmseg - INFO - Iter [2950/40000] lr: 9.341e-05, eta: 3:13:07, time: 0.304, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7495, decode.acc_seg: 73.8990, loss: 0.7495
2022-08-03 20:09:23,789 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:09:23,790 - mmseg - INFO - Iter [3000/40000] lr: 9.329e-05, eta: 3:12:50, time: 0.310, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7875, decode.acc_seg: 72.4926, loss: 0.7875
2022-08-03 20:09:39,212 - mmseg - INFO - Iter [3050/40000] lr: 9.318e-05, eta: 3:12:32, time: 0.309, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7850, decode.acc_seg: 73.2522, loss: 0.7850
2022-08-03 20:09:54,564 - mmseg - INFO - Iter [3100/40000] lr: 9.307e-05, eta: 3:12:13, time: 0.307, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7300, decode.acc_seg: 74.6664, loss: 0.7300
2022-08-03 20:10:09,754 - mmseg - INFO - Iter [3150/40000] lr: 9.296e-05, eta: 3:11:52, time: 0.304, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7613, decode.acc_seg: 73.3086, loss: 0.7613
2022-08-03 20:10:27,606 - mmseg - INFO - Iter [3200/40000] lr: 9.284e-05, eta: 3:12:02, time: 0.357, data_time: 0.054, memory: 38440, decode.loss_ce: 0.7221, decode.acc_seg: 73.9665, loss: 0.7221
2022-08-03 20:10:42,915 - mmseg - INFO - Iter [3250/40000] lr: 9.273e-05, eta: 3:11:43, time: 0.306, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7405, decode.acc_seg: 74.1375, loss: 0.7405
2022-08-03 20:10:58,230 - mmseg - INFO - Iter [3300/40000] lr: 9.262e-05, eta: 3:11:24, time: 0.306, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7511, decode.acc_seg: 73.8002, loss: 0.7511
2022-08-03 20:11:13,558 - mmseg - INFO - Iter [3350/40000] lr: 9.251e-05, eta: 3:11:04, time: 0.306, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7217, decode.acc_seg: 75.0299, loss: 0.7217
2022-08-03 20:11:29,025 - mmseg - INFO - Iter [3400/40000] lr: 9.240e-05, eta: 3:10:47, time: 0.310, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7290, decode.acc_seg: 74.7155, loss: 0.7290
2022-08-03 20:11:44,204 - mmseg - INFO - Iter [3450/40000] lr: 9.228e-05, eta: 3:10:26, time: 0.303, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7522, decode.acc_seg: 73.7049, loss: 0.7522
2022-08-03 20:11:59,582 - mmseg - INFO - Iter [3500/40000] lr: 9.217e-05, eta: 3:10:08, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7267, decode.acc_seg: 74.2045, loss: 0.7267
2022-08-03 20:12:15,067 - mmseg - INFO - Iter [3550/40000] lr: 9.206e-05, eta: 3:09:51, time: 0.310, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7386, decode.acc_seg: 73.7675, loss: 0.7386
2022-08-03 20:12:30,558 - mmseg - INFO - Iter [3600/40000] lr: 9.195e-05, eta: 3:09:34, time: 0.309, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7411, decode.acc_seg: 74.0430, loss: 0.7411
2022-08-03 20:12:45,806 - mmseg - INFO - Iter [3650/40000] lr: 9.183e-05, eta: 3:09:14, time: 0.305, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7387, decode.acc_seg: 73.9936, loss: 0.7387
2022-08-03 20:13:01,235 - mmseg - INFO - Iter [3700/40000] lr: 9.172e-05, eta: 3:08:57, time: 0.309, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7574, decode.acc_seg: 73.3771, loss: 0.7574
2022-08-03 20:13:16,416 - mmseg - INFO - Iter [3750/40000] lr: 9.161e-05, eta: 3:08:37, time: 0.304, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7043, decode.acc_seg: 75.2078, loss: 0.7043
2022-08-03 20:13:33,894 - mmseg - INFO - Iter [3800/40000] lr: 9.150e-05, eta: 3:08:39, time: 0.349, data_time: 0.055, memory: 38440, decode.loss_ce: 0.7403, decode.acc_seg: 73.4783, loss: 0.7403
2022-08-03 20:13:49,202 - mmseg - INFO - Iter [3850/40000] lr: 9.138e-05, eta: 3:08:21, time: 0.306, data_time: 0.008, memory: 38440, decode.loss_ce: 0.7006, decode.acc_seg: 74.9467, loss: 0.7006
2022-08-03 20:14:04,605 - mmseg - INFO - Iter [3900/40000] lr: 9.127e-05, eta: 3:08:03, time: 0.308, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7079, decode.acc_seg: 74.9652, loss: 0.7079
2022-08-03 20:14:19,834 - mmseg - INFO - Iter [3950/40000] lr: 9.116e-05, eta: 3:07:44, time: 0.305, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7239, decode.acc_seg: 74.3086, loss: 0.7239
2022-08-03 20:14:35,139 - mmseg - INFO - Saving checkpoint at 4000 iterations
2022-08-03 20:14:36,756 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:14:36,756 - mmseg - INFO - Iter [4000/40000] lr: 9.105e-05, eta: 3:07:40, time: 0.338, data_time: 0.007, memory: 38440, decode.loss_ce: 0.7194, decode.acc_seg: 74.4654, loss: 0.7194
2022-08-03 20:25:19,465 - mmseg - INFO - per class results:
2022-08-03 20:25:19,472 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 70.44 | 84.44 |
| building | 77.6 | 90.48 |
| sky | 93.47 | 96.62 |
| floor | 76.96 | 89.68 |
| tree | 70.7 | 85.56 |
| ceiling | 78.32 | 90.74 |
| road | 75.52 | 80.87 |
| bed | 78.76 | 93.29 |
| windowpane | 52.64 | 70.46 |
| grass | 63.26 | 87.43 |
| cabinet | 50.26 | 67.34 |
| sidewalk | 52.74 | 84.39 |
| person | 74.75 | 92.57 |
| earth | 33.0 | 45.62 |
| door | 26.39 | 32.15 |
| table | 43.1 | 65.47 |
| mountain | 58.54 | 72.91 |
| plant | 42.19 | 48.77 |
| curtain | 56.09 | 84.23 |
| chair | 45.0 | 58.93 |
| car | 78.2 | 89.76 |
| water | 50.38 | 66.69 |
| painting | 63.03 | 75.97 |
| sofa | 51.93 | 71.65 |
| shelf | 33.59 | 54.74 |
| house | 43.01 | 64.83 |
| sea | 57.0 | 87.46 |
| mirror | 40.96 | 52.37 |
| rug | 52.14 | 58.55 |
| field | 28.7 | 48.86 |
| armchair | 20.43 | 30.87 |
| seat | 58.43 | 72.91 |
| fence | 24.72 | 33.6 |
| desk | 26.4 | 52.68 |
| rock | 45.29 | 57.11 |
| wardrobe | 44.31 | 54.81 |
| lamp | 48.4 | 63.9 |
| bathtub | 60.95 | 83.68 |
| railing | 27.86 | 38.16 |
| cushion | 37.33 | 43.51 |
| base | 13.62 | 18.98 |
| box | 9.87 | 11.39 |
| column | 39.84 | 46.41 |
| signboard | 30.66 | 44.99 |
| chest of drawers | 29.75 | 44.56 |
| counter | 29.54 | 43.22 |
| sand | 32.36 | 44.26 |
| sink | 45.87 | 67.42 |
| skyscraper | 59.35 | 72.73 |
| fireplace | 50.28 | 67.51 |
| refrigerator | 51.61 | 60.22 |
| grandstand | 36.82 | 59.78 |
| path | 7.95 | 9.08 |
| stairs | 2.34 | 2.39 |
| runway | 67.1 | 95.35 |
| case | 41.89 | 60.64 |
| pool table | 86.99 | 93.51 |
| pillow | 32.04 | 36.41 |
| screen door | 45.35 | 55.93 |
| stairway | 20.82 | 46.28 |
| river | 12.99 | 14.82 |
| bridge | 47.74 | 68.47 |
| bookcase | 26.97 | 44.06 |
| blind | 17.76 | 18.93 |
| coffee table | 45.24 | 63.66 |
| toilet | 71.24 | 81.87 |
| flower | 27.9 | 41.16 |
| book | 43.53 | 62.32 |
| hill | 4.71 | 5.55 |
| bench | 39.86 | 43.69 |
| countertop | 42.44 | 51.28 |
| stove | 47.88 | 63.65 |
| palm | 40.71 | 49.81 |
| kitchen island | 19.48 | 24.39 |
| computer | 56.49 | 69.99 |
| swivel chair | 30.72 | 43.21 |
| boat | 38.23 | 86.45 |
| bar | 7.77 | 8.01 |
| arcade machine | 36.83 | 39.41 |
| hovel | 39.93 | 59.23 |
| bus | 69.8 | 90.35 |
| towel | 48.08 | 62.05 |
| light | 24.35 | 26.69 |
| truck | 7.03 | 8.27 |
| tower | 26.44 | 49.08 |
| chandelier | 49.66 | 77.89 |
| awning | 6.35 | 8.8 |
| streetlight | 6.14 | 6.92 |
| booth | 10.85 | 10.85 |
| television receiver | 52.82 | 56.3 |
| airplane | 30.65 | 62.65 |
| dirt track | 0.0 | 0.0 |
| apparel | 29.71 | 41.8 |
| pole | 14.16 | 16.82 |
| land | 0.0 | 0.0 |
| bannister | 0.0 | 0.0 |
| escalator | 36.0 | 49.69 |
| ottoman | 7.88 | 8.34 |
| bottle | 11.34 | 12.37 |
| buffet | 0.0 | 0.0 |
| poster | 0.62 | 0.62 |
| stage | 8.86 | 11.61 |
| van | 2.7 | 2.79 |
| ship | 9.18 | 13.83 |
| fountain | 20.78 | 23.99 |
| conveyer belt | 40.26 | 42.55 |
| canopy | 16.97 | 18.0 |
| washer | 55.41 | 67.31 |
| plaything | 12.98 | 18.62 |
| swimming pool | 28.51 | 40.99 |
| stool | 0.0 | 0.0 |
| barrel | 20.65 | 63.33 |
| basket | 17.55 | 22.63 |
| waterfall | 53.49 | 93.24 |
| tent | 77.73 | 98.92 |
| bag | 0.0 | 0.0 |
| minibike | 52.66 | 62.23 |
| cradle | 65.83 | 95.15 |
| oven | 1.34 | 1.49 |
| ball | 38.95 | 57.88 |
| food | 57.44 | 71.06 |
| step | 0.0 | 0.0 |
| tank | 19.97 | 19.99 |
| trade name | 10.79 | 11.22 |
| microwave | 64.9 | 72.36 |
| pot | 16.16 | 17.25 |
| animal | 50.49 | 63.77 |
| bicycle | 50.76 | 73.0 |
| lake | 0.0 | 0.0 |
| dishwasher | 20.95 | 22.17 |
| screen | 52.1 | 86.96 |
| blanket | 0.04 | 0.04 |
| sculpture | 18.33 | 23.66 |
| hood | 10.15 | 10.19 |
| sconce | 0.0 | 0.0 |
| vase | 20.9 | 27.59 |
| traffic light | 3.92 | 4.14 |
| tray | 0.0 | 0.0 |
| ashcan | 18.63 | 22.6 |
| fan | 16.58 | 18.62 |
| pier | 19.27 | 22.48 |
| crt screen | 0.55 | 1.57 |
| plate | 26.83 | 29.77 |
| monitor | 3.34 | 3.68 |
| bulletin board | 21.39 | 24.86 |
| shower | 0.0 | 0.0 |
| radiator | 9.06 | 9.06 |
| glass | 0.8 | 0.8 |
| clock | 10.44 | 10.83 |
| flag | 19.23 | 19.78 |
+---------------------+-------+-------+
2022-08-03 20:25:19,472 - mmseg - INFO - Summary:
2022-08-03 20:25:19,472 - mmseg - INFO -
+------+-------+-------+
| aAcc | mIoU | mAcc |
+------+-------+-------+
| 77.7 | 33.63 | 44.24 |
+------+-------+-------+
2022-08-03 20:25:19,475 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:25:19,476 - mmseg - INFO - Iter(val) [250] aAcc: 0.7770, mIoU: 0.3363, mAcc: 0.4424, IoU.wall: 0.7044, IoU.building: 0.7760, IoU.sky: 0.9347, IoU.floor: 0.7696, IoU.tree: 0.7070, IoU.ceiling: 0.7832, IoU.road: 0.7552, IoU.bed : 0.7876, IoU.windowpane: 0.5264, IoU.grass: 0.6326, IoU.cabinet: 0.5026, IoU.sidewalk: 0.5274, IoU.person: 0.7475, IoU.earth: 0.3300, IoU.door: 0.2639, IoU.table: 0.4310, IoU.mountain: 0.5854, IoU.plant: 0.4219, IoU.curtain: 0.5609, IoU.chair: 0.4500, IoU.car: 0.7820, IoU.water: 0.5038, IoU.painting: 0.6303, IoU.sofa: 0.5193, IoU.shelf: 0.3359, IoU.house: 0.4301, IoU.sea: 0.5700, IoU.mirror: 0.4096, IoU.rug: 0.5214, IoU.field: 0.2870, IoU.armchair: 0.2043, IoU.seat: 0.5843, IoU.fence: 0.2472, IoU.desk: 0.2640, IoU.rock: 0.4529, IoU.wardrobe: 0.4431, IoU.lamp: 0.4840, IoU.bathtub: 0.6095, IoU.railing: 0.2786, IoU.cushion: 0.3733, IoU.base: 0.1362, IoU.box: 0.0987, IoU.column: 0.3984, IoU.signboard: 0.3066, IoU.chest of drawers: 0.2975, IoU.counter: 0.2954, IoU.sand: 0.3236, IoU.sink: 0.4587, IoU.skyscraper: 0.5935, IoU.fireplace: 0.5028, IoU.refrigerator: 0.5161, IoU.grandstand: 0.3682, IoU.path: 0.0795, IoU.stairs: 0.0234, IoU.runway: 0.6710, IoU.case: 0.4189, IoU.pool table: 0.8699, IoU.pillow: 0.3204, IoU.screen door: 0.4535, IoU.stairway: 0.2082, IoU.river: 0.1299, IoU.bridge: 0.4774, IoU.bookcase: 0.2697, IoU.blind: 0.1776, IoU.coffee table: 0.4524, IoU.toilet: 0.7124, IoU.flower: 0.2790, IoU.book: 0.4353, IoU.hill: 0.0471, IoU.bench: 0.3986, IoU.countertop: 0.4244, IoU.stove: 0.4788, IoU.palm: 0.4071, IoU.kitchen island: 0.1948, IoU.computer: 0.5649, IoU.swivel chair: 0.3072, IoU.boat: 0.3823, IoU.bar: 0.0777, IoU.arcade machine: 0.3683, IoU.hovel: 0.3993, IoU.bus: 0.6980, IoU.towel: 0.4808, IoU.light: 0.2435, IoU.truck: 0.0703, IoU.tower: 0.2644, IoU.chandelier: 0.4966, IoU.awning: 0.0635, IoU.streetlight: 0.0614, IoU.booth: 0.1085, IoU.television receiver: 0.5282, IoU.airplane: 0.3065, IoU.dirt track: 0.0000, IoU.apparel: 0.2971, IoU.pole: 0.1416, IoU.land: 0.0000, IoU.bannister: 0.0000, IoU.escalator: 0.3600, IoU.ottoman: 0.0788, IoU.bottle: 0.1134, IoU.buffet: 0.0000, IoU.poster: 0.0062, IoU.stage: 0.0886, IoU.van: 0.0270, IoU.ship: 0.0918, IoU.fountain: 0.2078, IoU.conveyer belt: 0.4026, IoU.canopy: 0.1697, IoU.washer: 0.5541, IoU.plaything: 0.1298, IoU.swimming pool: 0.2851, IoU.stool: 0.0000, IoU.barrel: 0.2065, IoU.basket: 0.1755, IoU.waterfall: 0.5349, IoU.tent: 0.7773, IoU.bag: 0.0000, IoU.minibike: 0.5266, IoU.cradle: 0.6583, IoU.oven: 0.0134, IoU.ball: 0.3895, IoU.food: 0.5744, IoU.step: 0.0000, IoU.tank: 0.1997, IoU.trade name: 0.1079, IoU.microwave: 0.6490, IoU.pot: 0.1616, IoU.animal: 0.5049, IoU.bicycle: 0.5076, IoU.lake: 0.0000, IoU.dishwasher: 0.2095, IoU.screen: 0.5210, IoU.blanket: 0.0004, IoU.sculpture: 0.1833, IoU.hood: 0.1015, IoU.sconce: 0.0000, IoU.vase: 0.2090, IoU.traffic light: 0.0392, IoU.tray: 0.0000, IoU.ashcan: 0.1863, IoU.fan: 0.1658, IoU.pier: 0.1927, IoU.crt screen: 0.0055, IoU.plate: 0.2683, IoU.monitor: 0.0334, IoU.bulletin board: 0.2139, IoU.shower: 0.0000, IoU.radiator: 0.0906, IoU.glass: 0.0080, IoU.clock: 0.1044, IoU.flag: 0.1923, Acc.wall: 0.8444, Acc.building: 0.9048, Acc.sky: 0.9662, Acc.floor: 0.8968, Acc.tree: 0.8556, Acc.ceiling: 0.9074, Acc.road: 0.8087, Acc.bed : 0.9329, Acc.windowpane: 0.7046, Acc.grass: 0.8743, Acc.cabinet: 0.6734, Acc.sidewalk: 0.8439, Acc.person: 0.9257, Acc.earth: 0.4562, Acc.door: 0.3215, Acc.table: 0.6547, Acc.mountain: 0.7291, Acc.plant: 0.4877, Acc.curtain: 0.8423, Acc.chair: 0.5893, Acc.car: 0.8976, Acc.water: 0.6669, Acc.painting: 0.7597, Acc.sofa: 0.7165, Acc.shelf: 0.5474, Acc.house: 0.6483, Acc.sea: 0.8746, Acc.mirror: 0.5237, Acc.rug: 0.5855, Acc.field: 0.4886, Acc.armchair: 0.3087, Acc.seat: 0.7291, Acc.fence: 0.3360, Acc.desk: 0.5268, Acc.rock: 0.5711, Acc.wardrobe: 0.5481, Acc.lamp: 0.6390, Acc.bathtub: 0.8368, Acc.railing: 0.3816, Acc.cushion: 0.4351, Acc.base: 0.1898, Acc.box: 0.1139, Acc.column: 0.4641, Acc.signboard: 0.4499, Acc.chest of drawers: 0.4456, Acc.counter: 0.4322, Acc.sand: 0.4426, Acc.sink: 0.6742, Acc.skyscraper: 0.7273, Acc.fireplace: 0.6751, Acc.refrigerator: 0.6022, Acc.grandstand: 0.5978, Acc.path: 0.0908, Acc.stairs: 0.0239, Acc.runway: 0.9535, Acc.case: 0.6064, Acc.pool table: 0.9351, Acc.pillow: 0.3641, Acc.screen door: 0.5593, Acc.stairway: 0.4628, Acc.river: 0.1482, Acc.bridge: 0.6847, Acc.bookcase: 0.4406, Acc.blind: 0.1893, Acc.coffee table: 0.6366, Acc.toilet: 0.8187, Acc.flower: 0.4116, Acc.book: 0.6232, Acc.hill: 0.0555, Acc.bench: 0.4369, Acc.countertop: 0.5128, Acc.stove: 0.6365, Acc.palm: 0.4981, Acc.kitchen island: 0.2439, Acc.computer: 0.6999, Acc.swivel chair: 0.4321, Acc.boat: 0.8645, Acc.bar: 0.0801, Acc.arcade machine: 0.3941, Acc.hovel: 0.5923, Acc.bus: 0.9035, Acc.towel: 0.6205, Acc.light: 0.2669, Acc.truck: 0.0827, Acc.tower: 0.4908, Acc.chandelier: 0.7789, Acc.awning: 0.0880, Acc.streetlight: 0.0692, Acc.booth: 0.1085, Acc.television receiver: 0.5630, Acc.airplane: 0.6265, Acc.dirt track: 0.0000, Acc.apparel: 0.4180, Acc.pole: 0.1682, Acc.land: 0.0000, Acc.bannister: 0.0000, Acc.escalator: 0.4969, Acc.ottoman: 0.0834, Acc.bottle: 0.1237, Acc.buffet: 0.0000, Acc.poster: 0.0062, Acc.stage: 0.1161, Acc.van: 0.0279, Acc.ship: 0.1383, Acc.fountain: 0.2399, Acc.conveyer belt: 0.4255, Acc.canopy: 0.1800, Acc.washer: 0.6731, Acc.plaything: 0.1862, Acc.swimming pool: 0.4099, Acc.stool: 0.0000, Acc.barrel: 0.6333, Acc.basket: 0.2263, Acc.waterfall: 0.9324, Acc.tent: 0.9892, Acc.bag: 0.0000, Acc.minibike: 0.6223, Acc.cradle: 0.9515, Acc.oven: 0.0149, Acc.ball: 0.5788, Acc.food: 0.7106, Acc.step: 0.0000, Acc.tank: 0.1999, Acc.trade name: 0.1122, Acc.microwave: 0.7236, Acc.pot: 0.1725, Acc.animal: 0.6377, Acc.bicycle: 0.7300, Acc.lake: 0.0000, Acc.dishwasher: 0.2217, Acc.screen: 0.8696, Acc.blanket: 0.0004, Acc.sculpture: 0.2366, Acc.hood: 0.1019, Acc.sconce: 0.0000, Acc.vase: 0.2759, Acc.traffic light: 0.0414, Acc.tray: 0.0000, Acc.ashcan: 0.2260, Acc.fan: 0.1862, Acc.pier: 0.2248, Acc.crt screen: 0.0157, Acc.plate: 0.2977, Acc.monitor: 0.0368, Acc.bulletin board: 0.2486, Acc.shower: 0.0000, Acc.radiator: 0.0906, Acc.glass: 0.0080, Acc.clock: 0.1083, Acc.flag: 0.1978
2022-08-03 20:25:34,897 - mmseg - INFO - Iter [4050/40000] lr: 9.093e-05, eta: 4:42:27, time: 13.163, data_time: 12.862, memory: 68888, decode.loss_ce: 0.7270, decode.acc_seg: 74.3575, loss: 0.7270
2022-08-03 20:25:50,002 - mmseg - INFO - Iter [4100/40000] lr: 9.082e-05, eta: 4:40:49, time: 0.302, data_time: 0.007, memory: 68888, decode.loss_ce: 0.7058, decode.acc_seg: 74.9529, loss: 0.7058
2022-08-03 20:26:05,456 - mmseg - INFO - Iter [4150/40000] lr: 9.071e-05, eta: 4:39:17, time: 0.309, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6996, decode.acc_seg: 75.2355, loss: 0.6996
2022-08-03 20:26:20,722 - mmseg - INFO - Iter [4200/40000] lr: 9.060e-05, eta: 4:37:44, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.7268, decode.acc_seg: 74.4705, loss: 0.7268
2022-08-03 20:26:35,986 - mmseg - INFO - Iter [4250/40000] lr: 9.048e-05, eta: 4:36:14, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6804, decode.acc_seg: 75.3420, loss: 0.6804
2022-08-03 20:26:51,336 - mmseg - INFO - Iter [4300/40000] lr: 9.037e-05, eta: 4:34:46, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.7005, decode.acc_seg: 75.2454, loss: 0.7005
2022-08-03 20:27:06,455 - mmseg - INFO - Iter [4350/40000] lr: 9.026e-05, eta: 4:33:17, time: 0.302, data_time: 0.007, memory: 68888, decode.loss_ce: 0.7222, decode.acc_seg: 74.8143, loss: 0.7222
2022-08-03 20:27:21,800 - mmseg - INFO - Iter [4400/40000] lr: 9.015e-05, eta: 4:31:52, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6789, decode.acc_seg: 75.5066, loss: 0.6789
2022-08-03 20:27:39,551 - mmseg - INFO - Iter [4450/40000] lr: 9.003e-05, eta: 4:30:48, time: 0.355, data_time: 0.055, memory: 68888, decode.loss_ce: 0.6640, decode.acc_seg: 76.0309, loss: 0.6640
2022-08-03 20:27:54,679 - mmseg - INFO - Iter [4500/40000] lr: 8.992e-05, eta: 4:29:24, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6614, decode.acc_seg: 75.8257, loss: 0.6614
2022-08-03 20:28:09,848 - mmseg - INFO - Iter [4550/40000] lr: 8.981e-05, eta: 4:28:02, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6775, decode.acc_seg: 75.6573, loss: 0.6775
2022-08-03 20:28:25,092 - mmseg - INFO - Iter [4600/40000] lr: 8.969e-05, eta: 4:26:42, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6691, decode.acc_seg: 76.0168, loss: 0.6691
2022-08-03 20:28:40,308 - mmseg - INFO - Iter [4650/40000] lr: 8.958e-05, eta: 4:25:24, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.7043, decode.acc_seg: 75.1072, loss: 0.7043
2022-08-03 20:28:55,798 - mmseg - INFO - Iter [4700/40000] lr: 8.947e-05, eta: 4:24:08, time: 0.310, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6725, decode.acc_seg: 75.6650, loss: 0.6725
2022-08-03 20:29:11,309 - mmseg - INFO - Iter [4750/40000] lr: 8.936e-05, eta: 4:22:54, time: 0.310, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6861, decode.acc_seg: 75.2399, loss: 0.6861
2022-08-03 20:29:26,451 - mmseg - INFO - Iter [4800/40000] lr: 8.924e-05, eta: 4:21:39, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6960, decode.acc_seg: 75.2372, loss: 0.6960
2022-08-03 20:29:41,745 - mmseg - INFO - Iter [4850/40000] lr: 8.913e-05, eta: 4:20:26, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6677, decode.acc_seg: 76.3873, loss: 0.6677
2022-08-03 20:29:57,055 - mmseg - INFO - Iter [4900/40000] lr: 8.902e-05, eta: 4:19:14, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6634, decode.acc_seg: 75.8871, loss: 0.6634
2022-08-03 20:30:12,354 - mmseg - INFO - Iter [4950/40000] lr: 8.890e-05, eta: 4:18:03, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6807, decode.acc_seg: 75.6447, loss: 0.6807
2022-08-03 20:30:27,594 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:30:27,595 - mmseg - INFO - Iter [5000/40000] lr: 8.879e-05, eta: 4:16:53, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6591, decode.acc_seg: 76.2656, loss: 0.6591
2022-08-03 20:30:45,323 - mmseg - INFO - Iter [5050/40000] lr: 8.868e-05, eta: 4:16:01, time: 0.354, data_time: 0.060, memory: 68888, decode.loss_ce: 0.6651, decode.acc_seg: 75.7258, loss: 0.6651
2022-08-03 20:31:00,703 - mmseg - INFO - Iter [5100/40000] lr: 8.857e-05, eta: 4:14:54, time: 0.308, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6543, decode.acc_seg: 76.6485, loss: 0.6543
2022-08-03 20:31:15,918 - mmseg - INFO - Iter [5150/40000] lr: 8.845e-05, eta: 4:13:47, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6516, decode.acc_seg: 76.6012, loss: 0.6516
2022-08-03 20:31:31,083 - mmseg - INFO - Iter [5200/40000] lr: 8.834e-05, eta: 4:12:41, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6599, decode.acc_seg: 76.6218, loss: 0.6599
2022-08-03 20:31:46,395 - mmseg - INFO - Iter [5250/40000] lr: 8.823e-05, eta: 4:11:36, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6576, decode.acc_seg: 76.2596, loss: 0.6576
2022-08-03 20:32:02,040 - mmseg - INFO - Iter [5300/40000] lr: 8.811e-05, eta: 4:10:35, time: 0.313, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6479, decode.acc_seg: 76.0377, loss: 0.6479
2022-08-03 20:32:17,422 - mmseg - INFO - Iter [5350/40000] lr: 8.800e-05, eta: 4:09:32, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6436, decode.acc_seg: 76.8290, loss: 0.6436
2022-08-03 20:32:32,655 - mmseg - INFO - Iter [5400/40000] lr: 8.789e-05, eta: 4:08:30, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6477, decode.acc_seg: 76.9322, loss: 0.6477
2022-08-03 20:32:47,882 - mmseg - INFO - Iter [5450/40000] lr: 8.778e-05, eta: 4:07:28, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6604, decode.acc_seg: 76.1224, loss: 0.6604
2022-08-03 20:33:03,212 - mmseg - INFO - Iter [5500/40000] lr: 8.766e-05, eta: 4:06:28, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6330, decode.acc_seg: 77.3015, loss: 0.6330
2022-08-03 20:33:18,540 - mmseg - INFO - Iter [5550/40000] lr: 8.755e-05, eta: 4:05:29, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6591, decode.acc_seg: 76.6231, loss: 0.6591
2022-08-03 20:33:33,780 - mmseg - INFO - Iter [5600/40000] lr: 8.744e-05, eta: 4:04:30, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6584, decode.acc_seg: 76.3802, loss: 0.6584
2022-08-03 20:33:49,023 - mmseg - INFO - Iter [5650/40000] lr: 8.732e-05, eta: 4:03:31, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6601, decode.acc_seg: 76.0245, loss: 0.6601
2022-08-03 20:34:06,691 - mmseg - INFO - Iter [5700/40000] lr: 8.721e-05, eta: 4:02:48, time: 0.353, data_time: 0.054, memory: 68888, decode.loss_ce: 0.6550, decode.acc_seg: 76.6384, loss: 0.6550
2022-08-03 20:34:21,893 - mmseg - INFO - Iter [5750/40000] lr: 8.710e-05, eta: 4:01:51, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6294, decode.acc_seg: 77.1177, loss: 0.6294
2022-08-03 20:34:37,369 - mmseg - INFO - Iter [5800/40000] lr: 8.698e-05, eta: 4:00:56, time: 0.309, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6140, decode.acc_seg: 77.6976, loss: 0.6140
2022-08-03 20:34:52,723 - mmseg - INFO - Iter [5850/40000] lr: 8.687e-05, eta: 4:00:01, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5767, decode.acc_seg: 78.4399, loss: 0.5767
2022-08-03 20:35:08,228 - mmseg - INFO - Iter [5900/40000] lr: 8.676e-05, eta: 3:59:08, time: 0.310, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6379, decode.acc_seg: 77.1693, loss: 0.6379
2022-08-03 20:35:23,530 - mmseg - INFO - Iter [5950/40000] lr: 8.664e-05, eta: 3:58:14, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6152, decode.acc_seg: 78.0632, loss: 0.6152
2022-08-03 20:35:38,847 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:35:38,847 - mmseg - INFO - Iter [6000/40000] lr: 8.653e-05, eta: 3:57:21, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6442, decode.acc_seg: 76.8838, loss: 0.6442
2022-08-03 20:35:54,348 - mmseg - INFO - Iter [6050/40000] lr: 8.642e-05, eta: 3:56:29, time: 0.309, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6426, decode.acc_seg: 76.5432, loss: 0.6426
2022-08-03 20:36:09,627 - mmseg - INFO - Iter [6100/40000] lr: 8.630e-05, eta: 3:55:37, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6539, decode.acc_seg: 76.4052, loss: 0.6539
2022-08-03 20:36:25,041 - mmseg - INFO - Iter [6150/40000] lr: 8.619e-05, eta: 3:54:47, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6345, decode.acc_seg: 77.1986, loss: 0.6345
2022-08-03 20:36:40,202 - mmseg - INFO - Iter [6200/40000] lr: 8.608e-05, eta: 3:53:55, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6256, decode.acc_seg: 77.0736, loss: 0.6256
2022-08-03 20:36:55,473 - mmseg - INFO - Iter [6250/40000] lr: 8.596e-05, eta: 3:53:05, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6259, decode.acc_seg: 77.4773, loss: 0.6259
2022-08-03 20:37:10,801 - mmseg - INFO - Iter [6300/40000] lr: 8.585e-05, eta: 3:52:15, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6389, decode.acc_seg: 77.0240, loss: 0.6389
2022-08-03 20:37:28,718 - mmseg - INFO - Iter [6350/40000] lr: 8.574e-05, eta: 3:51:40, time: 0.358, data_time: 0.054, memory: 68888, decode.loss_ce: 0.6090, decode.acc_seg: 76.9117, loss: 0.6090
2022-08-03 20:37:44,093 - mmseg - INFO - Iter [6400/40000] lr: 8.562e-05, eta: 3:50:51, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6025, decode.acc_seg: 78.3692, loss: 0.6025
2022-08-03 20:37:59,296 - mmseg - INFO - Iter [6450/40000] lr: 8.551e-05, eta: 3:50:03, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6366, decode.acc_seg: 77.1091, loss: 0.6366
2022-08-03 20:38:15,037 - mmseg - INFO - Iter [6500/40000] lr: 8.540e-05, eta: 3:49:17, time: 0.315, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6352, decode.acc_seg: 76.8498, loss: 0.6352
2022-08-03 20:38:30,328 - mmseg - INFO - Iter [6550/40000] lr: 8.528e-05, eta: 3:48:30, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6079, decode.acc_seg: 77.9834, loss: 0.6079
2022-08-03 20:38:45,584 - mmseg - INFO - Iter [6600/40000] lr: 8.517e-05, eta: 3:47:43, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6224, decode.acc_seg: 77.8719, loss: 0.6224
2022-08-03 20:39:00,988 - mmseg - INFO - Iter [6650/40000] lr: 8.506e-05, eta: 3:46:57, time: 0.308, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6239, decode.acc_seg: 77.2534, loss: 0.6239
2022-08-03 20:39:16,333 - mmseg - INFO - Iter [6700/40000] lr: 8.494e-05, eta: 3:46:11, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6434, decode.acc_seg: 76.7514, loss: 0.6434
2022-08-03 20:39:31,662 - mmseg - INFO - Iter [6750/40000] lr: 8.483e-05, eta: 3:45:26, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6229, decode.acc_seg: 77.3009, loss: 0.6229
2022-08-03 20:39:46,926 - mmseg - INFO - Iter [6800/40000] lr: 8.472e-05, eta: 3:44:41, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6453, decode.acc_seg: 76.6220, loss: 0.6453
2022-08-03 20:40:04,848 - mmseg - INFO - Iter [6850/40000] lr: 8.460e-05, eta: 3:44:09, time: 0.358, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6198, decode.acc_seg: 77.7886, loss: 0.6198
2022-08-03 20:40:20,137 - mmseg - INFO - Iter [6900/40000] lr: 8.449e-05, eta: 3:43:25, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5938, decode.acc_seg: 78.2518, loss: 0.5938
2022-08-03 20:40:37,776 - mmseg - INFO - Iter [6950/40000] lr: 8.438e-05, eta: 3:42:52, time: 0.353, data_time: 0.056, memory: 68888, decode.loss_ce: 0.6127, decode.acc_seg: 78.0118, loss: 0.6127
2022-08-03 20:40:52,959 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:40:52,959 - mmseg - INFO - Iter [7000/40000] lr: 8.426e-05, eta: 3:42:08, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5806, decode.acc_seg: 78.6370, loss: 0.5806
2022-08-03 20:41:08,472 - mmseg - INFO - Iter [7050/40000] lr: 8.415e-05, eta: 3:41:26, time: 0.310, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6063, decode.acc_seg: 77.8615, loss: 0.6063
2022-08-03 20:41:23,942 - mmseg - INFO - Iter [7100/40000] lr: 8.404e-05, eta: 3:40:44, time: 0.310, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6066, decode.acc_seg: 77.8352, loss: 0.6066
2022-08-03 20:41:39,228 - mmseg - INFO - Iter [7150/40000] lr: 8.392e-05, eta: 3:40:02, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5892, decode.acc_seg: 78.4387, loss: 0.5892
2022-08-03 20:41:54,463 - mmseg - INFO - Iter [7200/40000] lr: 8.381e-05, eta: 3:39:20, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5938, decode.acc_seg: 78.3568, loss: 0.5938
2022-08-03 20:42:09,607 - mmseg - INFO - Iter [7250/40000] lr: 8.370e-05, eta: 3:38:37, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5859, decode.acc_seg: 78.6536, loss: 0.5859
2022-08-03 20:42:24,975 - mmseg - INFO - Iter [7300/40000] lr: 8.358e-05, eta: 3:37:57, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5687, decode.acc_seg: 78.6735, loss: 0.5687
2022-08-03 20:42:40,254 - mmseg - INFO - Iter [7350/40000] lr: 8.347e-05, eta: 3:37:15, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6043, decode.acc_seg: 77.8581, loss: 0.6043
2022-08-03 20:42:55,553 - mmseg - INFO - Iter [7400/40000] lr: 8.335e-05, eta: 3:36:35, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5867, decode.acc_seg: 78.4111, loss: 0.5867
2022-08-03 20:43:10,726 - mmseg - INFO - Iter [7450/40000] lr: 8.324e-05, eta: 3:35:54, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5939, decode.acc_seg: 78.1957, loss: 0.5939
2022-08-03 20:43:25,977 - mmseg - INFO - Iter [7500/40000] lr: 8.313e-05, eta: 3:35:14, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6302, decode.acc_seg: 77.4264, loss: 0.6302
2022-08-03 20:43:41,246 - mmseg - INFO - Iter [7550/40000] lr: 8.301e-05, eta: 3:34:35, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6156, decode.acc_seg: 77.5465, loss: 0.6156
2022-08-03 20:43:58,979 - mmseg - INFO - Iter [7600/40000] lr: 8.290e-05, eta: 3:34:06, time: 0.355, data_time: 0.056, memory: 68888, decode.loss_ce: 0.6084, decode.acc_seg: 78.3576, loss: 0.6084
2022-08-03 20:44:14,355 - mmseg - INFO - Iter [7650/40000] lr: 8.279e-05, eta: 3:33:27, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5784, decode.acc_seg: 79.0072, loss: 0.5784
2022-08-03 20:44:29,664 - mmseg - INFO - Iter [7700/40000] lr: 8.267e-05, eta: 3:32:49, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5861, decode.acc_seg: 78.1714, loss: 0.5861
2022-08-03 20:44:44,913 - mmseg - INFO - Iter [7750/40000] lr: 8.256e-05, eta: 3:32:10, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5869, decode.acc_seg: 78.5398, loss: 0.5869
2022-08-03 20:45:00,153 - mmseg - INFO - Iter [7800/40000] lr: 8.244e-05, eta: 3:31:32, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.6099, decode.acc_seg: 77.5806, loss: 0.6099
2022-08-03 20:45:15,316 - mmseg - INFO - Iter [7850/40000] lr: 8.233e-05, eta: 3:30:53, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5714, decode.acc_seg: 78.9468, loss: 0.5714
2022-08-03 20:45:30,448 - mmseg - INFO - Iter [7900/40000] lr: 8.222e-05, eta: 3:30:15, time: 0.303, data_time: 0.008, memory: 68888, decode.loss_ce: 0.6190, decode.acc_seg: 77.8906, loss: 0.6190
2022-08-03 20:45:45,731 - mmseg - INFO - Iter [7950/40000] lr: 8.210e-05, eta: 3:29:38, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5909, decode.acc_seg: 78.4534, loss: 0.5909
2022-08-03 20:46:01,138 - mmseg - INFO - Saving checkpoint at 8000 iterations
2022-08-03 20:46:03,052 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:46:03,052 - mmseg - INFO - Iter [8000/40000] lr: 8.199e-05, eta: 3:29:09, time: 0.346, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5748, decode.acc_seg: 78.8378, loss: 0.5748
2022-08-03 20:46:23,112 - mmseg - INFO - per class results:
2022-08-03 20:46:23,118 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 72.37 | 85.11 |
| building | 78.58 | 90.57 |
| sky | 93.84 | 96.69 |
| floor | 80.0 | 89.3 |
| tree | 72.09 | 89.69 |
| ceiling | 80.66 | 90.6 |
| road | 80.08 | 90.88 |
| bed | 83.77 | 91.74 |
| windowpane | 55.25 | 70.74 |
| grass | 64.13 | 79.98 |
| cabinet | 53.44 | 64.38 |
| sidewalk | 57.6 | 70.76 |
| person | 77.92 | 91.59 |
| earth | 29.0 | 37.69 |
| door | 34.39 | 45.6 |
| table | 50.27 | 71.54 |
| mountain | 54.04 | 67.37 |
| plant | 48.5 | 56.4 |
| curtain | 65.92 | 77.71 |
| chair | 49.18 | 63.72 |
| car | 81.23 | 91.71 |
| water | 55.18 | 74.15 |
| painting | 63.09 | 81.49 |
| sofa | 58.96 | 76.0 |
| shelf | 37.11 | 52.16 |
| house | 45.28 | 73.93 |
| sea | 68.6 | 84.74 |
| mirror | 51.2 | 61.89 |
| rug | 58.9 | 72.72 |
| field | 27.51 | 59.93 |
| armchair | 32.17 | 49.67 |
| seat | 61.3 | 76.31 |
| fence | 38.73 | 54.0 |
| desk | 32.55 | 43.19 |
| rock | 44.49 | 71.77 |
| wardrobe | 45.19 | 60.15 |
| lamp | 51.85 | 67.73 |
| bathtub | 67.7 | 84.09 |
| railing | 33.02 | 40.35 |
| cushion | 45.51 | 54.78 |
| base | 22.35 | 36.89 |
| box | 16.99 | 26.09 |
| column | 39.31 | 50.93 |
| signboard | 31.51 | 41.83 |
| chest of drawers | 36.31 | 57.48 |
| counter | 27.25 | 33.53 |
| sand | 32.18 | 44.99 |
| sink | 61.8 | 76.47 |
| skyscraper | 47.63 | 55.79 |
| fireplace | 57.55 | 83.45 |
| refrigerator | 61.31 | 83.71 |
| grandstand | 44.45 | 66.83 |
| path | 21.11 | 27.62 |
| stairs | 29.25 | 38.0 |
| runway | 74.86 | 94.35 |
| case | 48.44 | 71.64 |
| pool table | 88.13 | 94.42 |
| pillow | 50.86 | 66.27 |
| screen door | 47.49 | 82.14 |
| stairway | 31.08 | 41.44 |
| river | 15.08 | 32.98 |
| bridge | 48.75 | 81.87 |
| bookcase | 29.92 | 50.2 |
| blind | 24.34 | 25.99 |
| coffee table | 45.73 | 78.02 |
| toilet | 77.22 | 88.63 |
| flower | 35.51 | 58.28 |
| book | 38.48 | 51.02 |
| hill | 13.47 | 20.05 |
| bench | 36.2 | 43.14 |
| countertop | 50.56 | 61.14 |
| stove | 51.73 | 82.06 |
| palm | 46.85 | 60.38 |
| kitchen island | 26.02 | 44.9 |
| computer | 54.63 | 65.37 |
| swivel chair | 43.8 | 63.21 |
| boat | 57.88 | 86.45 |
| bar | 30.8 | 36.94 |
| arcade machine | 65.34 | 88.55 |
| hovel | 33.23 | 54.42 |
| bus | 76.72 | 91.22 |
| towel | 47.91 | 72.54 |
| light | 37.28 | 42.58 |
| truck | 16.43 | 22.34 |
| tower | 2.65 | 3.92 |
| chandelier | 58.2 | 78.53 |
| awning | 16.04 | 19.73 |
| streetlight | 14.21 | 19.0 |
| booth | 28.08 | 37.54 |
| television receiver | 61.51 | 76.03 |
| airplane | 51.24 | 69.53 |
| dirt track | 1.58 | 1.83 |
| apparel | 36.11 | 53.09 |
| pole | 5.92 | 6.4 |
| land | 1.4 | 1.5 |
| bannister | 2.98 | 4.01 |
| escalator | 41.81 | 62.49 |
| ottoman | 33.2 | 49.94 |
| bottle | 17.25 | 20.45 |
| buffet | 41.22 | 56.89 |
| poster | 2.05 | 2.23 |
| stage | 16.13 | 20.89 |
| van | 31.47 | 38.26 |
| ship | 79.27 | 88.53 |
| fountain | 18.49 | 21.88 |
| conveyer belt | 70.57 | 80.41 |
| canopy | 15.62 | 43.83 |
| washer | 51.92 | 59.97 |
| plaything | 22.1 | 31.13 |
| swimming pool | 67.07 | 80.59 |
| stool | 29.55 | 35.63 |
| barrel | 11.28 | 72.69 |
| basket | 24.28 | 33.49 |
| waterfall | 55.65 | 65.26 |
| tent | 93.73 | 98.41 |
| bag | 0.59 | 0.6 |
| minibike | 56.62 | 72.39 |
| cradle | 63.82 | 96.26 |
| oven | 19.01 | 25.11 |
| ball | 5.37 | 5.48 |
| food | 55.13 | 74.46 |
| step | 2.97 | 3.2 |
| tank | 50.5 | 60.39 |
| trade name | 18.3 | 20.23 |
| microwave | 69.0 | 87.47 |
| pot | 21.07 | 23.86 |
| animal | 58.58 | 66.48 |
| bicycle | 52.16 | 76.52 |
| lake | 0.0 | 0.0 |
| dishwasher | 40.74 | 46.01 |
| screen | 70.21 | 86.22 |
| blanket | 0.77 | 0.78 |
| sculpture | 39.01 | 47.31 |
| hood | 37.07 | 53.25 |
| sconce | 17.36 | 19.46 |
| vase | 24.32 | 36.95 |
| traffic light | 19.68 | 27.87 |
| tray | 0.47 | 0.64 |
| ashcan | 25.77 | 35.35 |
| fan | 38.82 | 45.93 |
| pier | 59.92 | 75.91 |
| crt screen | 0.0 | 0.0 |
| plate | 49.79 | 60.73 |
| monitor | 28.56 | 34.35 |
| bulletin board | 31.8 | 35.61 |
| shower | 0.0 | 0.0 |
| radiator | 46.59 | 56.66 |
| glass | 7.63 | 8.07 |
| clock | 25.06 | 26.36 |
| flag | 26.35 | 27.51 |
+---------------------+-------+-------+
2022-08-03 20:46:23,118 - mmseg - INFO - Summary:
2022-08-03 20:46:23,118 - mmseg - INFO -
+-------+-------+------+
| aAcc | mIoU | mAcc |
+-------+-------+------+
| 79.78 | 41.47 | 54.0 |
+-------+-------+------+
2022-08-03 20:46:23,120 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:46:23,121 - mmseg - INFO - Iter(val) [250] aAcc: 0.7978, mIoU: 0.4147, mAcc: 0.5400, IoU.wall: 0.7237, IoU.building: 0.7858, IoU.sky: 0.9384, IoU.floor: 0.8000, IoU.tree: 0.7209, IoU.ceiling: 0.8066, IoU.road: 0.8008, IoU.bed : 0.8377, IoU.windowpane: 0.5525, IoU.grass: 0.6413, IoU.cabinet: 0.5344, IoU.sidewalk: 0.5760, IoU.person: 0.7792, IoU.earth: 0.2900, IoU.door: 0.3439, IoU.table: 0.5027, IoU.mountain: 0.5404, IoU.plant: 0.4850, IoU.curtain: 0.6592, IoU.chair: 0.4918, IoU.car: 0.8123, IoU.water: 0.5518, IoU.painting: 0.6309, IoU.sofa: 0.5896, IoU.shelf: 0.3711, IoU.house: 0.4528, IoU.sea: 0.6860, IoU.mirror: 0.5120, IoU.rug: 0.5890, IoU.field: 0.2751, IoU.armchair: 0.3217, IoU.seat: 0.6130, IoU.fence: 0.3873, IoU.desk: 0.3255, IoU.rock: 0.4449, IoU.wardrobe: 0.4519, IoU.lamp: 0.5185, IoU.bathtub: 0.6770, IoU.railing: 0.3302, IoU.cushion: 0.4551, IoU.base: 0.2235, IoU.box: 0.1699, IoU.column: 0.3931, IoU.signboard: 0.3151, IoU.chest of drawers: 0.3631, IoU.counter: 0.2725, IoU.sand: 0.3218, IoU.sink: 0.6180, IoU.skyscraper: 0.4763, IoU.fireplace: 0.5755, IoU.refrigerator: 0.6131, IoU.grandstand: 0.4445, IoU.path: 0.2111, IoU.stairs: 0.2925, IoU.runway: 0.7486, IoU.case: 0.4844, IoU.pool table: 0.8813, IoU.pillow: 0.5086, IoU.screen door: 0.4749, IoU.stairway: 0.3108, IoU.river: 0.1508, IoU.bridge: 0.4875, IoU.bookcase: 0.2992, IoU.blind: 0.2434, IoU.coffee table: 0.4573, IoU.toilet: 0.7722, IoU.flower: 0.3551, IoU.book: 0.3848, IoU.hill: 0.1347, IoU.bench: 0.3620, IoU.countertop: 0.5056, IoU.stove: 0.5173, IoU.palm: 0.4685, IoU.kitchen island: 0.2602, IoU.computer: 0.5463, IoU.swivel chair: 0.4380, IoU.boat: 0.5788, IoU.bar: 0.3080, IoU.arcade machine: 0.6534, IoU.hovel: 0.3323, IoU.bus: 0.7672, IoU.towel: 0.4791, IoU.light: 0.3728, IoU.truck: 0.1643, IoU.tower: 0.0265, IoU.chandelier: 0.5820, IoU.awning: 0.1604, IoU.streetlight: 0.1421, IoU.booth: 0.2808, IoU.television receiver: 0.6151, IoU.airplane: 0.5124, IoU.dirt track: 0.0158, IoU.apparel: 0.3611, IoU.pole: 0.0592, IoU.land: 0.0140, IoU.bannister: 0.0298, IoU.escalator: 0.4181, IoU.ottoman: 0.3320, IoU.bottle: 0.1725, IoU.buffet: 0.4122, IoU.poster: 0.0205, IoU.stage: 0.1613, IoU.van: 0.3147, IoU.ship: 0.7927, IoU.fountain: 0.1849, IoU.conveyer belt: 0.7057, IoU.canopy: 0.1562, IoU.washer: 0.5192, IoU.plaything: 0.2210, IoU.swimming pool: 0.6707, IoU.stool: 0.2955, IoU.barrel: 0.1128, IoU.basket: 0.2428, IoU.waterfall: 0.5565, IoU.tent: 0.9373, IoU.bag: 0.0059, IoU.minibike: 0.5662, IoU.cradle: 0.6382, IoU.oven: 0.1901, IoU.ball: 0.0537, IoU.food: 0.5513, IoU.step: 0.0297, IoU.tank: 0.5050, IoU.trade name: 0.1830, IoU.microwave: 0.6900, IoU.pot: 0.2107, IoU.animal: 0.5858, IoU.bicycle: 0.5216, IoU.lake: 0.0000, IoU.dishwasher: 0.4074, IoU.screen: 0.7021, IoU.blanket: 0.0077, IoU.sculpture: 0.3901, IoU.hood: 0.3707, IoU.sconce: 0.1736, IoU.vase: 0.2432, IoU.traffic light: 0.1968, IoU.tray: 0.0047, IoU.ashcan: 0.2577, IoU.fan: 0.3882, IoU.pier: 0.5992, IoU.crt screen: 0.0000, IoU.plate: 0.4979, IoU.monitor: 0.2856, IoU.bulletin board: 0.3180, IoU.shower: 0.0000, IoU.radiator: 0.4659, IoU.glass: 0.0763, IoU.clock: 0.2506, IoU.flag: 0.2635, Acc.wall: 0.8511, Acc.building: 0.9057, Acc.sky: 0.9669, Acc.floor: 0.8930, Acc.tree: 0.8969, Acc.ceiling: 0.9060, Acc.road: 0.9088, Acc.bed : 0.9174, Acc.windowpane: 0.7074, Acc.grass: 0.7998, Acc.cabinet: 0.6438, Acc.sidewalk: 0.7076, Acc.person: 0.9159, Acc.earth: 0.3769, Acc.door: 0.4560, Acc.table: 0.7154, Acc.mountain: 0.6737, Acc.plant: 0.5640, Acc.curtain: 0.7771, Acc.chair: 0.6372, Acc.car: 0.9171, Acc.water: 0.7415, Acc.painting: 0.8149, Acc.sofa: 0.7600, Acc.shelf: 0.5216, Acc.house: 0.7393, Acc.sea: 0.8474, Acc.mirror: 0.6189, Acc.rug: 0.7272, Acc.field: 0.5993, Acc.armchair: 0.4967, Acc.seat: 0.7631, Acc.fence: 0.5400, Acc.desk: 0.4319, Acc.rock: 0.7177, Acc.wardrobe: 0.6015, Acc.lamp: 0.6773, Acc.bathtub: 0.8409, Acc.railing: 0.4035, Acc.cushion: 0.5478, Acc.base: 0.3689, Acc.box: 0.2609, Acc.column: 0.5093, Acc.signboard: 0.4183, Acc.chest of drawers: 0.5748, Acc.counter: 0.3353, Acc.sand: 0.4499, Acc.sink: 0.7647, Acc.skyscraper: 0.5579, Acc.fireplace: 0.8345, Acc.refrigerator: 0.8371, Acc.grandstand: 0.6683, Acc.path: 0.2762, Acc.stairs: 0.3800, Acc.runway: 0.9435, Acc.case: 0.7164, Acc.pool table: 0.9442, Acc.pillow: 0.6627, Acc.screen door: 0.8214, Acc.stairway: 0.4144, Acc.river: 0.3298, Acc.bridge: 0.8187, Acc.bookcase: 0.5020, Acc.blind: 0.2599, Acc.coffee table: 0.7802, Acc.toilet: 0.8863, Acc.flower: 0.5828, Acc.book: 0.5102, Acc.hill: 0.2005, Acc.bench: 0.4314, Acc.countertop: 0.6114, Acc.stove: 0.8206, Acc.palm: 0.6038, Acc.kitchen island: 0.4490, Acc.computer: 0.6537, Acc.swivel chair: 0.6321, Acc.boat: 0.8645, Acc.bar: 0.3694, Acc.arcade machine: 0.8855, Acc.hovel: 0.5442, Acc.bus: 0.9122, Acc.towel: 0.7254, Acc.light: 0.4258, Acc.truck: 0.2234, Acc.tower: 0.0392, Acc.chandelier: 0.7853, Acc.awning: 0.1973, Acc.streetlight: 0.1900, Acc.booth: 0.3754, Acc.television receiver: 0.7603, Acc.airplane: 0.6953, Acc.dirt track: 0.0183, Acc.apparel: 0.5309, Acc.pole: 0.0640, Acc.land: 0.0150, Acc.bannister: 0.0401, Acc.escalator: 0.6249, Acc.ottoman: 0.4994, Acc.bottle: 0.2045, Acc.buffet: 0.5689, Acc.poster: 0.0223, Acc.stage: 0.2089, Acc.van: 0.3826, Acc.ship: 0.8853, Acc.fountain: 0.2188, Acc.conveyer belt: 0.8041, Acc.canopy: 0.4383, Acc.washer: 0.5997, Acc.plaything: 0.3113, Acc.swimming pool: 0.8059, Acc.stool: 0.3563, Acc.barrel: 0.7269, Acc.basket: 0.3349, Acc.waterfall: 0.6526, Acc.tent: 0.9841, Acc.bag: 0.0060, Acc.minibike: 0.7239, Acc.cradle: 0.9626, Acc.oven: 0.2511, Acc.ball: 0.0548, Acc.food: 0.7446, Acc.step: 0.0320, Acc.tank: 0.6039, Acc.trade name: 0.2023, Acc.microwave: 0.8747, Acc.pot: 0.2386, Acc.animal: 0.6648, Acc.bicycle: 0.7652, Acc.lake: 0.0000, Acc.dishwasher: 0.4601, Acc.screen: 0.8622, Acc.blanket: 0.0078, Acc.sculpture: 0.4731, Acc.hood: 0.5325, Acc.sconce: 0.1946, Acc.vase: 0.3695, Acc.traffic light: 0.2787, Acc.tray: 0.0064, Acc.ashcan: 0.3535, Acc.fan: 0.4593, Acc.pier: 0.7591, Acc.crt screen: 0.0000, Acc.plate: 0.6073, Acc.monitor: 0.3435, Acc.bulletin board: 0.3561, Acc.shower: 0.0000, Acc.radiator: 0.5666, Acc.glass: 0.0807, Acc.clock: 0.2636, Acc.flag: 0.2751
2022-08-03 20:46:38,343 - mmseg - INFO - Iter [8050/40000] lr: 8.188e-05, eta: 3:29:52, time: 0.706, data_time: 0.409, memory: 68888, decode.loss_ce: 0.5719, decode.acc_seg: 78.2603, loss: 0.5719
2022-08-03 20:46:53,583 - mmseg - INFO - Iter [8100/40000] lr: 8.176e-05, eta: 3:29:14, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5985, decode.acc_seg: 77.6968, loss: 0.5985
2022-08-03 20:47:08,902 - mmseg - INFO - Iter [8150/40000] lr: 8.165e-05, eta: 3:28:38, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5910, decode.acc_seg: 78.5645, loss: 0.5910
2022-08-03 20:47:23,664 - mmseg - INFO - Iter [8200/40000] lr: 8.153e-05, eta: 3:27:59, time: 0.295, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5902, decode.acc_seg: 77.6582, loss: 0.5902
2022-08-03 20:47:41,641 - mmseg - INFO - Iter [8250/40000] lr: 8.142e-05, eta: 3:27:33, time: 0.360, data_time: 0.055, memory: 68888, decode.loss_ce: 0.5672, decode.acc_seg: 79.4368, loss: 0.5672
2022-08-03 20:47:57,009 - mmseg - INFO - Iter [8300/40000] lr: 8.131e-05, eta: 3:26:57, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5737, decode.acc_seg: 79.1331, loss: 0.5737
2022-08-03 20:48:12,359 - mmseg - INFO - Iter [8350/40000] lr: 8.119e-05, eta: 3:26:22, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5822, decode.acc_seg: 78.8503, loss: 0.5822
2022-08-03 20:48:27,639 - mmseg - INFO - Iter [8400/40000] lr: 8.108e-05, eta: 3:25:46, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5772, decode.acc_seg: 78.7879, loss: 0.5772
2022-08-03 20:48:42,753 - mmseg - INFO - Iter [8450/40000] lr: 8.096e-05, eta: 3:25:10, time: 0.303, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5915, decode.acc_seg: 78.1426, loss: 0.5915
2022-08-03 20:48:58,055 - mmseg - INFO - Iter [8500/40000] lr: 8.085e-05, eta: 3:24:35, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5980, decode.acc_seg: 77.9997, loss: 0.5980
2022-08-03 20:49:13,211 - mmseg - INFO - Iter [8550/40000] lr: 8.074e-05, eta: 3:23:59, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5946, decode.acc_seg: 78.0042, loss: 0.5946
2022-08-03 20:49:28,554 - mmseg - INFO - Iter [8600/40000] lr: 8.062e-05, eta: 3:23:25, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5702, decode.acc_seg: 79.1306, loss: 0.5702
2022-08-03 20:49:43,728 - mmseg - INFO - Iter [8650/40000] lr: 8.051e-05, eta: 3:22:50, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5748, decode.acc_seg: 79.1342, loss: 0.5748
2022-08-03 20:49:59,044 - mmseg - INFO - Iter [8700/40000] lr: 8.039e-05, eta: 3:22:16, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5696, decode.acc_seg: 78.9631, loss: 0.5696
2022-08-03 20:50:14,261 - mmseg - INFO - Iter [8750/40000] lr: 8.028e-05, eta: 3:21:42, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5806, decode.acc_seg: 78.5645, loss: 0.5806
2022-08-03 20:50:29,521 - mmseg - INFO - Iter [8800/40000] lr: 8.016e-05, eta: 3:21:08, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5736, decode.acc_seg: 78.7748, loss: 0.5736
2022-08-03 20:50:47,609 - mmseg - INFO - Iter [8850/40000] lr: 8.005e-05, eta: 3:20:44, time: 0.362, data_time: 0.057, memory: 68888, decode.loss_ce: 0.5511, decode.acc_seg: 79.8332, loss: 0.5511
2022-08-03 20:51:03,092 - mmseg - INFO - Iter [8900/40000] lr: 7.994e-05, eta: 3:20:11, time: 0.310, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5628, decode.acc_seg: 78.6960, loss: 0.5628
2022-08-03 20:51:18,284 - mmseg - INFO - Iter [8950/40000] lr: 7.982e-05, eta: 3:19:38, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5711, decode.acc_seg: 78.7286, loss: 0.5711
2022-08-03 20:51:33,522 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:51:33,522 - mmseg - INFO - Iter [9000/40000] lr: 7.971e-05, eta: 3:19:04, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5661, decode.acc_seg: 79.0507, loss: 0.5661
2022-08-03 20:51:48,637 - mmseg - INFO - Iter [9050/40000] lr: 7.959e-05, eta: 3:18:31, time: 0.302, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5516, decode.acc_seg: 79.3369, loss: 0.5516
2022-08-03 20:52:04,035 - mmseg - INFO - Iter [9100/40000] lr: 7.948e-05, eta: 3:17:59, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5488, decode.acc_seg: 79.8686, loss: 0.5488
2022-08-03 20:52:19,450 - mmseg - INFO - Iter [9150/40000] lr: 7.937e-05, eta: 3:17:27, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5755, decode.acc_seg: 79.1361, loss: 0.5755
2022-08-03 20:52:34,731 - mmseg - INFO - Iter [9200/40000] lr: 7.925e-05, eta: 3:16:54, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5642, decode.acc_seg: 79.3622, loss: 0.5642
2022-08-03 20:52:49,863 - mmseg - INFO - Iter [9250/40000] lr: 7.914e-05, eta: 3:16:22, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5487, decode.acc_seg: 79.5619, loss: 0.5487
2022-08-03 20:53:05,002 - mmseg - INFO - Iter [9300/40000] lr: 7.902e-05, eta: 3:15:49, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5374, decode.acc_seg: 80.2837, loss: 0.5374
2022-08-03 20:53:20,200 - mmseg - INFO - Iter [9350/40000] lr: 7.891e-05, eta: 3:15:17, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5568, decode.acc_seg: 79.5763, loss: 0.5568
2022-08-03 20:53:35,402 - mmseg - INFO - Iter [9400/40000] lr: 7.879e-05, eta: 3:14:45, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5547, decode.acc_seg: 79.3114, loss: 0.5547
2022-08-03 20:53:51,014 - mmseg - INFO - Iter [9450/40000] lr: 7.868e-05, eta: 3:14:15, time: 0.312, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5699, decode.acc_seg: 79.0393, loss: 0.5699
2022-08-03 20:54:08,400 - mmseg - INFO - Iter [9500/40000] lr: 7.856e-05, eta: 3:13:50, time: 0.348, data_time: 0.060, memory: 68888, decode.loss_ce: 0.5479, decode.acc_seg: 79.9348, loss: 0.5479
2022-08-03 20:54:23,827 - mmseg - INFO - Iter [9550/40000] lr: 7.845e-05, eta: 3:13:20, time: 0.308, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5418, decode.acc_seg: 79.5554, loss: 0.5418
2022-08-03 20:54:38,981 - mmseg - INFO - Iter [9600/40000] lr: 7.834e-05, eta: 3:12:48, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5129, decode.acc_seg: 81.1386, loss: 0.5129
2022-08-03 20:54:54,381 - mmseg - INFO - Iter [9650/40000] lr: 7.822e-05, eta: 3:12:18, time: 0.308, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5344, decode.acc_seg: 80.2107, loss: 0.5344
2022-08-03 20:55:09,442 - mmseg - INFO - Iter [9700/40000] lr: 7.811e-05, eta: 3:11:47, time: 0.302, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5379, decode.acc_seg: 79.7098, loss: 0.5379
2022-08-03 20:55:24,880 - mmseg - INFO - Iter [9750/40000] lr: 7.799e-05, eta: 3:11:17, time: 0.309, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5278, decode.acc_seg: 80.9541, loss: 0.5278
2022-08-03 20:55:40,364 - mmseg - INFO - Iter [9800/40000] lr: 7.788e-05, eta: 3:10:47, time: 0.310, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5589, decode.acc_seg: 79.3228, loss: 0.5589
2022-08-03 20:55:55,502 - mmseg - INFO - Iter [9850/40000] lr: 7.776e-05, eta: 3:10:16, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5546, decode.acc_seg: 79.5151, loss: 0.5546
2022-08-03 20:56:10,791 - mmseg - INFO - Iter [9900/40000] lr: 7.765e-05, eta: 3:09:46, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5461, decode.acc_seg: 79.4613, loss: 0.5461
2022-08-03 20:56:26,259 - mmseg - INFO - Iter [9950/40000] lr: 7.753e-05, eta: 3:09:17, time: 0.309, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5534, decode.acc_seg: 79.6950, loss: 0.5534
2022-08-03 20:56:41,674 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 20:56:41,674 - mmseg - INFO - Iter [10000/40000] lr: 7.742e-05, eta: 3:08:48, time: 0.308, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5578, decode.acc_seg: 79.3054, loss: 0.5578
2022-08-03 20:56:57,244 - mmseg - INFO - Iter [10050/40000] lr: 7.730e-05, eta: 3:08:19, time: 0.311, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5668, decode.acc_seg: 79.3897, loss: 0.5668
2022-08-03 20:57:15,019 - mmseg - INFO - Iter [10100/40000] lr: 7.719e-05, eta: 3:07:57, time: 0.355, data_time: 0.055, memory: 68888, decode.loss_ce: 0.5523, decode.acc_seg: 79.5820, loss: 0.5523
2022-08-03 20:57:30,566 - mmseg - INFO - Iter [10150/40000] lr: 7.708e-05, eta: 3:07:28, time: 0.311, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5294, decode.acc_seg: 80.4220, loss: 0.5294
2022-08-03 20:57:45,710 - mmseg - INFO - Iter [10200/40000] lr: 7.696e-05, eta: 3:06:58, time: 0.303, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5432, decode.acc_seg: 79.9965, loss: 0.5432
2022-08-03 20:58:00,954 - mmseg - INFO - Iter [10250/40000] lr: 7.685e-05, eta: 3:06:29, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5368, decode.acc_seg: 80.3172, loss: 0.5368
2022-08-03 20:58:16,372 - mmseg - INFO - Iter [10300/40000] lr: 7.673e-05, eta: 3:06:01, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5420, decode.acc_seg: 79.8646, loss: 0.5420
2022-08-03 20:58:31,738 - mmseg - INFO - Iter [10350/40000] lr: 7.662e-05, eta: 3:05:32, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5527, decode.acc_seg: 79.7237, loss: 0.5527
2022-08-03 20:58:46,919 - mmseg - INFO - Iter [10400/40000] lr: 7.650e-05, eta: 3:05:03, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5389, decode.acc_seg: 79.7244, loss: 0.5389
2022-08-03 20:59:02,047 - mmseg - INFO - Iter [10450/40000] lr: 7.639e-05, eta: 3:04:34, time: 0.302, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5195, decode.acc_seg: 80.9527, loss: 0.5195
2022-08-03 20:59:17,299 - mmseg - INFO - Iter [10500/40000] lr: 7.627e-05, eta: 3:04:05, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5614, decode.acc_seg: 79.5559, loss: 0.5614
2022-08-03 20:59:32,395 - mmseg - INFO - Iter [10550/40000] lr: 7.616e-05, eta: 3:03:37, time: 0.302, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5432, decode.acc_seg: 80.1007, loss: 0.5432
2022-08-03 20:59:47,961 - mmseg - INFO - Iter [10600/40000] lr: 7.604e-05, eta: 3:03:09, time: 0.311, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5216, decode.acc_seg: 80.7562, loss: 0.5216
2022-08-03 21:00:03,466 - mmseg - INFO - Iter [10650/40000] lr: 7.593e-05, eta: 3:02:42, time: 0.310, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5377, decode.acc_seg: 80.1835, loss: 0.5377
2022-08-03 21:00:18,585 - mmseg - INFO - Iter [10700/40000] lr: 7.581e-05, eta: 3:02:13, time: 0.302, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5482, decode.acc_seg: 79.8125, loss: 0.5482
2022-08-03 21:00:36,197 - mmseg - INFO - Iter [10750/40000] lr: 7.570e-05, eta: 3:01:52, time: 0.352, data_time: 0.061, memory: 68888, decode.loss_ce: 0.5218, decode.acc_seg: 80.5916, loss: 0.5218
2022-08-03 21:00:51,427 - mmseg - INFO - Iter [10800/40000] lr: 7.558e-05, eta: 3:01:24, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5349, decode.acc_seg: 80.3641, loss: 0.5349
2022-08-03 21:01:06,656 - mmseg - INFO - Iter [10850/40000] lr: 7.547e-05, eta: 3:00:56, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5148, decode.acc_seg: 80.9144, loss: 0.5148
2022-08-03 21:01:21,853 - mmseg - INFO - Iter [10900/40000] lr: 7.535e-05, eta: 3:00:28, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5169, decode.acc_seg: 80.9536, loss: 0.5169
2022-08-03 21:01:37,035 - mmseg - INFO - Iter [10950/40000] lr: 7.524e-05, eta: 3:00:01, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5351, decode.acc_seg: 80.5059, loss: 0.5351
2022-08-03 21:01:52,331 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 21:01:52,331 - mmseg - INFO - Iter [11000/40000] lr: 7.512e-05, eta: 2:59:33, time: 0.306, data_time: 0.009, memory: 68888, decode.loss_ce: 0.5241, decode.acc_seg: 80.1663, loss: 0.5241
2022-08-03 21:02:07,561 - mmseg - INFO - Iter [11050/40000] lr: 7.501e-05, eta: 2:59:06, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5343, decode.acc_seg: 80.1183, loss: 0.5343
2022-08-03 21:02:22,727 - mmseg - INFO - Iter [11100/40000] lr: 7.489e-05, eta: 2:58:39, time: 0.303, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5195, decode.acc_seg: 80.7433, loss: 0.5195
2022-08-03 21:02:38,109 - mmseg - INFO - Iter [11150/40000] lr: 7.478e-05, eta: 2:58:12, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5249, decode.acc_seg: 80.5238, loss: 0.5249
2022-08-03 21:02:53,767 - mmseg - INFO - Iter [11200/40000] lr: 7.466e-05, eta: 2:57:46, time: 0.313, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5178, decode.acc_seg: 80.5290, loss: 0.5178
2022-08-03 21:03:09,317 - mmseg - INFO - Iter [11250/40000] lr: 7.455e-05, eta: 2:57:20, time: 0.311, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5222, decode.acc_seg: 80.4795, loss: 0.5222
2022-08-03 21:03:24,448 - mmseg - INFO - Iter [11300/40000] lr: 7.443e-05, eta: 2:56:53, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5022, decode.acc_seg: 80.7696, loss: 0.5022
2022-08-03 21:03:39,599 - mmseg - INFO - Iter [11350/40000] lr: 7.432e-05, eta: 2:56:26, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5261, decode.acc_seg: 80.4868, loss: 0.5261
2022-08-03 21:03:57,178 - mmseg - INFO - Iter [11400/40000] lr: 7.420e-05, eta: 2:56:05, time: 0.351, data_time: 0.055, memory: 68888, decode.loss_ce: 0.5147, decode.acc_seg: 80.8823, loss: 0.5147
2022-08-03 21:04:12,446 - mmseg - INFO - Iter [11450/40000] lr: 7.409e-05, eta: 2:55:39, time: 0.305, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4799, decode.acc_seg: 81.9564, loss: 0.4799
2022-08-03 21:04:27,800 - mmseg - INFO - Iter [11500/40000] lr: 7.397e-05, eta: 2:55:13, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5021, decode.acc_seg: 81.2512, loss: 0.5021
2022-08-03 21:04:43,032 - mmseg - INFO - Iter [11550/40000] lr: 7.386e-05, eta: 2:54:46, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5023, decode.acc_seg: 81.0398, loss: 0.5023
2022-08-03 21:04:58,292 - mmseg - INFO - Iter [11600/40000] lr: 7.374e-05, eta: 2:54:20, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5082, decode.acc_seg: 80.9355, loss: 0.5082
2022-08-03 21:05:13,371 - mmseg - INFO - Iter [11650/40000] lr: 7.363e-05, eta: 2:53:54, time: 0.302, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5102, decode.acc_seg: 80.9589, loss: 0.5102
2022-08-03 21:05:28,857 - mmseg - INFO - Iter [11700/40000] lr: 7.351e-05, eta: 2:53:28, time: 0.309, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5292, decode.acc_seg: 80.5937, loss: 0.5292
2022-08-03 21:05:44,267 - mmseg - INFO - Iter [11750/40000] lr: 7.340e-05, eta: 2:53:02, time: 0.309, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5378, decode.acc_seg: 80.0920, loss: 0.5378
2022-08-03 21:05:59,675 - mmseg - INFO - Iter [11800/40000] lr: 7.328e-05, eta: 2:52:37, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5051, decode.acc_seg: 81.1965, loss: 0.5051
2022-08-03 21:06:14,823 - mmseg - INFO - Iter [11850/40000] lr: 7.316e-05, eta: 2:52:11, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4838, decode.acc_seg: 81.5139, loss: 0.4838
2022-08-03 21:06:30,025 - mmseg - INFO - Iter [11900/40000] lr: 7.305e-05, eta: 2:51:45, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5198, decode.acc_seg: 80.5605, loss: 0.5198
2022-08-03 21:06:45,150 - mmseg - INFO - Iter [11950/40000] lr: 7.293e-05, eta: 2:51:19, time: 0.302, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5015, decode.acc_seg: 81.1419, loss: 0.5015
2022-08-03 21:07:02,697 - mmseg - INFO - Saving checkpoint at 12000 iterations
2022-08-03 21:07:04,656 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 21:07:04,656 - mmseg - INFO - Iter [12000/40000] lr: 7.282e-05, eta: 2:51:04, time: 0.390, data_time: 0.054, memory: 68888, decode.loss_ce: 0.5045, decode.acc_seg: 80.8777, loss: 0.5045
2022-08-03 21:07:24,290 - mmseg - INFO - per class results:
2022-08-03 21:07:24,296 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.5 | 86.5 |
| building | 79.91 | 91.75 |
| sky | 93.92 | 97.56 |
| floor | 80.19 | 88.73 |
| tree | 72.96 | 87.78 |
| ceiling | 80.24 | 86.81 |
| road | 79.4 | 88.48 |
| bed | 83.7 | 93.01 |
| windowpane | 55.99 | 75.25 |
| grass | 62.67 | 80.49 |
| cabinet | 53.96 | 65.12 |
| sidewalk | 58.65 | 75.96 |
| person | 77.95 | 90.33 |
| earth | 29.88 | 41.28 |
| door | 36.67 | 47.09 |
| table | 53.61 | 72.16 |
| mountain | 55.61 | 69.12 |
| plant | 48.51 | 59.06 |
| curtain | 67.66 | 84.27 |
| chair | 45.43 | 57.75 |
| car | 82.09 | 90.67 |
| water | 49.97 | 63.89 |
| painting | 66.45 | 82.58 |
| sofa | 59.79 | 77.47 |
| shelf | 36.26 | 48.77 |
| house | 46.42 | 60.72 |
| sea | 49.2 | 78.82 |
| mirror | 55.62 | 67.0 |
| rug | 64.52 | 73.31 |
| field | 24.15 | 43.97 |
| armchair | 33.27 | 58.73 |
| seat | 59.58 | 81.18 |
| fence | 41.17 | 54.94 |
| desk | 40.68 | 59.47 |
| rock | 38.53 | 69.75 |
| wardrobe | 42.47 | 66.82 |
| lamp | 52.28 | 65.82 |
| bathtub | 64.76 | 83.3 |
| railing | 33.97 | 40.09 |
| cushion | 46.67 | 60.17 |
| base | 26.23 | 39.84 |
| box | 18.78 | 24.15 |
| column | 42.91 | 54.12 |
| signboard | 31.93 | 43.29 |
| chest of drawers | 37.05 | 49.2 |
| counter | 22.23 | 26.99 |
| sand | 30.02 | 51.52 |
| sink | 61.81 | 69.07 |
| skyscraper | 43.32 | 49.2 |
| fireplace | 61.04 | 86.17 |
| refrigerator | 60.82 | 75.8 |
| grandstand | 27.63 | 69.82 |
| path | 18.42 | 24.33 |
| stairs | 30.49 | 36.39 |
| runway | 78.4 | 91.32 |
| case | 51.34 | 74.88 |
| pool table | 90.95 | 94.96 |
| pillow | 50.21 | 68.74 |
| screen door | 65.09 | 75.98 |
| stairway | 36.15 | 44.2 |
| river | 20.53 | 25.5 |
| bridge | 67.65 | 80.66 |
| bookcase | 31.04 | 50.04 |
| blind | 35.32 | 39.95 |
| coffee table | 46.32 | 81.44 |
| toilet | 80.22 | 86.38 |
| flower | 38.68 | 53.88 |
| book | 42.6 | 62.32 |
| hill | 12.43 | 18.73 |
| bench | 41.28 | 52.89 |
| countertop | 51.46 | 64.79 |
| stove | 60.62 | 74.78 |
| palm | 47.44 | 66.18 |
| kitchen island | 23.76 | 47.47 |
| computer | 53.16 | 65.29 |
| swivel chair | 40.14 | 63.77 |
| boat | 58.44 | 84.72 |
| bar | 42.6 | 67.47 |
| arcade machine | 69.39 | 74.84 |
| hovel | 33.76 | 40.73 |
| bus | 72.53 | 89.37 |
| towel | 57.15 | 68.1 |
| light | 39.87 | 44.5 |
| truck | 9.94 | 13.68 |
| tower | 31.08 | 60.7 |
| chandelier | 57.22 | 86.23 |
| awning | 16.23 | 18.21 |
| streetlight | 14.81 | 19.2 |
| booth | 51.84 | 65.95 |
| television receiver | 61.7 | 81.48 |
| airplane | 59.19 | 67.3 |
| dirt track | 7.15 | 41.17 |
| apparel | 12.22 | 14.21 |
| pole | 9.2 | 10.94 |
| land | 0.42 | 0.49 |
| bannister | 5.34 | 6.81 |
| escalator | 43.05 | 84.95 |
| ottoman | 39.85 | 56.59 |
| bottle | 20.06 | 25.4 |
| buffet | 32.18 | 33.8 |
| poster | 18.35 | 24.18 |
| stage | 17.62 | 28.98 |
| van | 37.61 | 60.75 |
| ship | 77.97 | 90.09 |
| fountain | 34.61 | 45.32 |
| conveyer belt | 65.89 | 89.1 |
| canopy | 28.36 | 33.62 |
| washer | 65.67 | 72.56 |
| plaything | 18.11 | 24.0 |
| swimming pool | 51.81 | 72.74 |
| stool | 30.68 | 42.16 |
| barrel | 14.77 | 65.12 |
| basket | 26.14 | 30.58 |
| waterfall | 58.65 | 79.62 |
| tent | 86.02 | 98.15 |
| bag | 1.42 | 1.43 |
| minibike | 64.77 | 84.73 |
| cradle | 64.76 | 96.26 |
| oven | 14.28 | 19.13 |
| ball | 46.3 | 63.34 |
| food | 51.17 | 57.94 |
| step | 6.01 | 6.58 |
| tank | 39.22 | 46.04 |
| trade name | 17.07 | 18.46 |
| microwave | 74.13 | 83.09 |
| pot | 33.27 | 38.63 |
| animal | 63.89 | 69.5 |
| bicycle | 55.9 | 70.69 |
| lake | 0.04 | 0.04 |
| dishwasher | 45.85 | 47.25 |
| screen | 71.07 | 84.42 |
| blanket | 0.82 | 0.84 |
| sculpture | 40.42 | 46.0 |
| hood | 46.43 | 53.57 |
| sconce | 21.31 | 27.35 |
| vase | 26.91 | 45.42 |
| traffic light | 20.74 | 35.73 |
| tray | 0.01 | 0.01 |
| ashcan | 31.66 | 36.79 |
| fan | 47.06 | 63.42 |
| pier | 56.55 | 79.34 |
| crt screen | 10.26 | 13.31 |
| plate | 48.03 | 58.72 |
| monitor | 38.76 | 75.37 |
| bulletin board | 35.31 | 41.59 |
| shower | 0.0 | 0.0 |
| radiator | 49.3 | 65.08 |
| glass | 7.36 | 7.75 |
| clock | 24.11 | 25.25 |
| flag | 28.45 | 29.32 |
+---------------------+-------+-------+
2022-08-03 21:07:24,296 - mmseg - INFO - Summary:
2022-08-03 21:07:24,296 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 80.25 | 43.44 | 56.37 |
+-------+-------+-------+
2022-08-03 21:07:24,298 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 21:07:24,298 - mmseg - INFO - Iter(val) [250] aAcc: 0.8025, mIoU: 0.4344, mAcc: 0.5637, IoU.wall: 0.7350, IoU.building: 0.7991, IoU.sky: 0.9392, IoU.floor: 0.8019, IoU.tree: 0.7296, IoU.ceiling: 0.8024, IoU.road: 0.7940, IoU.bed : 0.8370, IoU.windowpane: 0.5599, IoU.grass: 0.6267, IoU.cabinet: 0.5396, IoU.sidewalk: 0.5865, IoU.person: 0.7795, IoU.earth: 0.2988, IoU.door: 0.3667, IoU.table: 0.5361, IoU.mountain: 0.5561, IoU.plant: 0.4851, IoU.curtain: 0.6766, IoU.chair: 0.4543, IoU.car: 0.8209, IoU.water: 0.4997, IoU.painting: 0.6645, IoU.sofa: 0.5979, IoU.shelf: 0.3626, IoU.house: 0.4642, IoU.sea: 0.4920, IoU.mirror: 0.5562, IoU.rug: 0.6452, IoU.field: 0.2415, IoU.armchair: 0.3327, IoU.seat: 0.5958, IoU.fence: 0.4117, IoU.desk: 0.4068, IoU.rock: 0.3853, IoU.wardrobe: 0.4247, IoU.lamp: 0.5228, IoU.bathtub: 0.6476, IoU.railing: 0.3397, IoU.cushion: 0.4667, IoU.base: 0.2623, IoU.box: 0.1878, IoU.column: 0.4291, IoU.signboard: 0.3193, IoU.chest of drawers: 0.3705, IoU.counter: 0.2223, IoU.sand: 0.3002, IoU.sink: 0.6181, IoU.skyscraper: 0.4332, IoU.fireplace: 0.6104, IoU.refrigerator: 0.6082, IoU.grandstand: 0.2763, IoU.path: 0.1842, IoU.stairs: 0.3049, IoU.runway: 0.7840, IoU.case: 0.5134, IoU.pool table: 0.9095, IoU.pillow: 0.5021, IoU.screen door: 0.6509, IoU.stairway: 0.3615, IoU.river: 0.2053, IoU.bridge: 0.6765, IoU.bookcase: 0.3104, IoU.blind: 0.3532, IoU.coffee table: 0.4632, IoU.toilet: 0.8022, IoU.flower: 0.3868, IoU.book: 0.4260, IoU.hill: 0.1243, IoU.bench: 0.4128, IoU.countertop: 0.5146, IoU.stove: 0.6062, IoU.palm: 0.4744, IoU.kitchen island: 0.2376, IoU.computer: 0.5316, IoU.swivel chair: 0.4014, IoU.boat: 0.5844, IoU.bar: 0.4260, IoU.arcade machine: 0.6939, IoU.hovel: 0.3376, IoU.bus: 0.7253, IoU.towel: 0.5715, IoU.light: 0.3987, IoU.truck: 0.0994, IoU.tower: 0.3108, IoU.chandelier: 0.5722, IoU.awning: 0.1623, IoU.streetlight: 0.1481, IoU.booth: 0.5184, IoU.television receiver: 0.6170, IoU.airplane: 0.5919, IoU.dirt track: 0.0715, IoU.apparel: 0.1222, IoU.pole: 0.0920, IoU.land: 0.0042, IoU.bannister: 0.0534, IoU.escalator: 0.4305, IoU.ottoman: 0.3985, IoU.bottle: 0.2006, IoU.buffet: 0.3218, IoU.poster: 0.1835, IoU.stage: 0.1762, IoU.van: 0.3761, IoU.ship: 0.7797, IoU.fountain: 0.3461, IoU.conveyer belt: 0.6589, IoU.canopy: 0.2836, IoU.washer: 0.6567, IoU.plaything: 0.1811, IoU.swimming pool: 0.5181, IoU.stool: 0.3068, IoU.barrel: 0.1477, IoU.basket: 0.2614, IoU.waterfall: 0.5865, IoU.tent: 0.8602, IoU.bag: 0.0142, IoU.minibike: 0.6477, IoU.cradle: 0.6476, IoU.oven: 0.1428, IoU.ball: 0.4630, IoU.food: 0.5117, IoU.step: 0.0601, IoU.tank: 0.3922, IoU.trade name: 0.1707, IoU.microwave: 0.7413, IoU.pot: 0.3327, IoU.animal: 0.6389, IoU.bicycle: 0.5590, IoU.lake: 0.0004, IoU.dishwasher: 0.4585, IoU.screen: 0.7107, IoU.blanket: 0.0082, IoU.sculpture: 0.4042, IoU.hood: 0.4643, IoU.sconce: 0.2131, IoU.vase: 0.2691, IoU.traffic light: 0.2074, IoU.tray: 0.0001, IoU.ashcan: 0.3166, IoU.fan: 0.4706, IoU.pier: 0.5655, IoU.crt screen: 0.1026, IoU.plate: 0.4803, IoU.monitor: 0.3876, IoU.bulletin board: 0.3531, IoU.shower: 0.0000, IoU.radiator: 0.4930, IoU.glass: 0.0736, IoU.clock: 0.2411, IoU.flag: 0.2845, Acc.wall: 0.8650, Acc.building: 0.9175, Acc.sky: 0.9756, Acc.floor: 0.8873, Acc.tree: 0.8778, Acc.ceiling: 0.8681, Acc.road: 0.8848, Acc.bed : 0.9301, Acc.windowpane: 0.7525, Acc.grass: 0.8049, Acc.cabinet: 0.6512, Acc.sidewalk: 0.7596, Acc.person: 0.9033, Acc.earth: 0.4128, Acc.door: 0.4709, Acc.table: 0.7216, Acc.mountain: 0.6912, Acc.plant: 0.5906, Acc.curtain: 0.8427, Acc.chair: 0.5775, Acc.car: 0.9067, Acc.water: 0.6389, Acc.painting: 0.8258, Acc.sofa: 0.7747, Acc.shelf: 0.4877, Acc.house: 0.6072, Acc.sea: 0.7882, Acc.mirror: 0.6700, Acc.rug: 0.7331, Acc.field: 0.4397, Acc.armchair: 0.5873, Acc.seat: 0.8118, Acc.fence: 0.5494, Acc.desk: 0.5947, Acc.rock: 0.6975, Acc.wardrobe: 0.6682, Acc.lamp: 0.6582, Acc.bathtub: 0.8330, Acc.railing: 0.4009, Acc.cushion: 0.6017, Acc.base: 0.3984, Acc.box: 0.2415, Acc.column: 0.5412, Acc.signboard: 0.4329, Acc.chest of drawers: 0.4920, Acc.counter: 0.2699, Acc.sand: 0.5152, Acc.sink: 0.6907, Acc.skyscraper: 0.4920, Acc.fireplace: 0.8617, Acc.refrigerator: 0.7580, Acc.grandstand: 0.6982, Acc.path: 0.2433, Acc.stairs: 0.3639, Acc.runway: 0.9132, Acc.case: 0.7488, Acc.pool table: 0.9496, Acc.pillow: 0.6874, Acc.screen door: 0.7598, Acc.stairway: 0.4420, Acc.river: 0.2550, Acc.bridge: 0.8066, Acc.bookcase: 0.5004, Acc.blind: 0.3995, Acc.coffee table: 0.8144, Acc.toilet: 0.8638, Acc.flower: 0.5388, Acc.book: 0.6232, Acc.hill: 0.1873, Acc.bench: 0.5289, Acc.countertop: 0.6479, Acc.stove: 0.7478, Acc.palm: 0.6618, Acc.kitchen island: 0.4747, Acc.computer: 0.6529, Acc.swivel chair: 0.6377, Acc.boat: 0.8472, Acc.bar: 0.6747, Acc.arcade machine: 0.7484, Acc.hovel: 0.4073, Acc.bus: 0.8937, Acc.towel: 0.6810, Acc.light: 0.4450, Acc.truck: 0.1368, Acc.tower: 0.6070, Acc.chandelier: 0.8623, Acc.awning: 0.1821, Acc.streetlight: 0.1920, Acc.booth: 0.6595, Acc.television receiver: 0.8148, Acc.airplane: 0.6730, Acc.dirt track: 0.4117, Acc.apparel: 0.1421, Acc.pole: 0.1094, Acc.land: 0.0049, Acc.bannister: 0.0681, Acc.escalator: 0.8495, Acc.ottoman: 0.5659, Acc.bottle: 0.2540, Acc.buffet: 0.3380, Acc.poster: 0.2418, Acc.stage: 0.2898, Acc.van: 0.6075, Acc.ship: 0.9009, Acc.fountain: 0.4532, Acc.conveyer belt: 0.8910, Acc.canopy: 0.3362, Acc.washer: 0.7256, Acc.plaything: 0.2400, Acc.swimming pool: 0.7274, Acc.stool: 0.4216, Acc.barrel: 0.6512, Acc.basket: 0.3058, Acc.waterfall: 0.7962, Acc.tent: 0.9815, Acc.bag: 0.0143, Acc.minibike: 0.8473, Acc.cradle: 0.9626, Acc.oven: 0.1913, Acc.ball: 0.6334, Acc.food: 0.5794, Acc.step: 0.0658, Acc.tank: 0.4604, Acc.trade name: 0.1846, Acc.microwave: 0.8309, Acc.pot: 0.3863, Acc.animal: 0.6950, Acc.bicycle: 0.7069, Acc.lake: 0.0004, Acc.dishwasher: 0.4725, Acc.screen: 0.8442, Acc.blanket: 0.0084, Acc.sculpture: 0.4600, Acc.hood: 0.5357, Acc.sconce: 0.2735, Acc.vase: 0.4542, Acc.traffic light: 0.3573, Acc.tray: 0.0001, Acc.ashcan: 0.3679, Acc.fan: 0.6342, Acc.pier: 0.7934, Acc.crt screen: 0.1331, Acc.plate: 0.5872, Acc.monitor: 0.7537, Acc.bulletin board: 0.4159, Acc.shower: 0.0000, Acc.radiator: 0.6508, Acc.glass: 0.0775, Acc.clock: 0.2525, Acc.flag: 0.2932
2022-08-03 21:07:39,471 - mmseg - INFO - Iter [12050/40000] lr: 7.270e-05, eta: 2:51:24, time: 0.696, data_time: 0.400, memory: 68888, decode.loss_ce: 0.4827, decode.acc_seg: 81.6170, loss: 0.4827
2022-08-03 21:07:54,607 - mmseg - INFO - Iter [12100/40000] lr: 7.259e-05, eta: 2:50:58, time: 0.303, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4838, decode.acc_seg: 81.9003, loss: 0.4838
2022-08-03 21:08:09,925 - mmseg - INFO - Iter [12150/40000] lr: 7.247e-05, eta: 2:50:32, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5043, decode.acc_seg: 81.4578, loss: 0.5043
2022-08-03 21:08:25,151 - mmseg - INFO - Iter [12200/40000] lr: 7.236e-05, eta: 2:50:07, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5211, decode.acc_seg: 80.8685, loss: 0.5211
2022-08-03 21:08:40,272 - mmseg - INFO - Iter [12250/40000] lr: 7.224e-05, eta: 2:49:41, time: 0.302, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4915, decode.acc_seg: 81.2464, loss: 0.4915
2022-08-03 21:08:55,578 - mmseg - INFO - Iter [12300/40000] lr: 7.213e-05, eta: 2:49:16, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5164, decode.acc_seg: 81.1652, loss: 0.5164
2022-08-03 21:09:10,788 - mmseg - INFO - Iter [12350/40000] lr: 7.201e-05, eta: 2:48:51, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5067, decode.acc_seg: 80.9787, loss: 0.5067
2022-08-03 21:09:26,081 - mmseg - INFO - Iter [12400/40000] lr: 7.189e-05, eta: 2:48:26, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5184, decode.acc_seg: 80.3131, loss: 0.5184
2022-08-03 21:09:41,285 - mmseg - INFO - Iter [12450/40000] lr: 7.178e-05, eta: 2:48:00, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5207, decode.acc_seg: 80.6715, loss: 0.5207
2022-08-03 21:09:56,549 - mmseg - INFO - Iter [12500/40000] lr: 7.166e-05, eta: 2:47:35, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5091, decode.acc_seg: 80.6789, loss: 0.5091
2022-08-03 21:10:11,877 - mmseg - INFO - Iter [12550/40000] lr: 7.155e-05, eta: 2:47:11, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5280, decode.acc_seg: 80.2016, loss: 0.5280
2022-08-03 21:10:26,958 - mmseg - INFO - Iter [12600/40000] lr: 7.143e-05, eta: 2:46:45, time: 0.302, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5261, decode.acc_seg: 80.0698, loss: 0.5261
2022-08-03 21:10:44,652 - mmseg - INFO - Iter [12650/40000] lr: 7.132e-05, eta: 2:46:26, time: 0.354, data_time: 0.056, memory: 68888, decode.loss_ce: 0.5160, decode.acc_seg: 81.0533, loss: 0.5160
2022-08-03 21:10:59,830 - mmseg - INFO - Iter [12700/40000] lr: 7.120e-05, eta: 2:46:01, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4746, decode.acc_seg: 82.0309, loss: 0.4746
2022-08-03 21:11:15,055 - mmseg - INFO - Iter [12750/40000] lr: 7.109e-05, eta: 2:45:36, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5035, decode.acc_seg: 81.3017, loss: 0.5035
2022-08-03 21:11:30,124 - mmseg - INFO - Iter [12800/40000] lr: 7.097e-05, eta: 2:45:11, time: 0.302, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4806, decode.acc_seg: 82.0282, loss: 0.4806
2022-08-03 21:11:45,366 - mmseg - INFO - Iter [12850/40000] lr: 7.085e-05, eta: 2:44:47, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4962, decode.acc_seg: 81.7817, loss: 0.4962
2022-08-03 21:12:00,520 - mmseg - INFO - Iter [12900/40000] lr: 7.074e-05, eta: 2:44:22, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4761, decode.acc_seg: 81.6933, loss: 0.4761
2022-08-03 21:12:16,026 - mmseg - INFO - Iter [12950/40000] lr: 7.062e-05, eta: 2:43:58, time: 0.310, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5002, decode.acc_seg: 81.0490, loss: 0.5002
2022-08-03 21:12:31,210 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 21:12:31,210 - mmseg - INFO - Iter [13000/40000] lr: 7.051e-05, eta: 2:43:34, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.5105, decode.acc_seg: 80.8935, loss: 0.5105
2022-08-03 21:12:46,383 - mmseg - INFO - Iter [13050/40000] lr: 7.039e-05, eta: 2:43:10, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5081, decode.acc_seg: 81.2496, loss: 0.5081
2022-08-03 21:13:01,812 - mmseg - INFO - Iter [13100/40000] lr: 7.027e-05, eta: 2:42:46, time: 0.309, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5112, decode.acc_seg: 81.2921, loss: 0.5112
2022-08-03 21:13:17,122 - mmseg - INFO - Iter [13150/40000] lr: 7.016e-05, eta: 2:42:22, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4982, decode.acc_seg: 81.5329, loss: 0.4982
2022-08-03 21:13:32,468 - mmseg - INFO - Iter [13200/40000] lr: 7.004e-05, eta: 2:41:58, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4973, decode.acc_seg: 81.0362, loss: 0.4973
2022-08-03 21:13:47,401 - mmseg - INFO - Iter [13250/40000] lr: 6.993e-05, eta: 2:41:34, time: 0.299, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4947, decode.acc_seg: 81.2661, loss: 0.4947
2022-08-03 21:14:05,266 - mmseg - INFO - Iter [13300/40000] lr: 6.981e-05, eta: 2:41:15, time: 0.357, data_time: 0.059, memory: 68888, decode.loss_ce: 0.4681, decode.acc_seg: 82.4154, loss: 0.4681
2022-08-03 21:14:20,645 - mmseg - INFO - Iter [13350/40000] lr: 6.969e-05, eta: 2:40:51, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4664, decode.acc_seg: 82.2175, loss: 0.4664
2022-08-03 21:14:35,684 - mmseg - INFO - Iter [13400/40000] lr: 6.958e-05, eta: 2:40:27, time: 0.301, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4759, decode.acc_seg: 82.1016, loss: 0.4759
2022-08-03 21:14:51,075 - mmseg - INFO - Iter [13450/40000] lr: 6.946e-05, eta: 2:40:04, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4690, decode.acc_seg: 82.1802, loss: 0.4690
2022-08-03 21:15:06,360 - mmseg - INFO - Iter [13500/40000] lr: 6.935e-05, eta: 2:39:40, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4660, decode.acc_seg: 82.3567, loss: 0.4660
2022-08-03 21:15:21,878 - mmseg - INFO - Iter [13550/40000] lr: 6.923e-05, eta: 2:39:17, time: 0.310, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4871, decode.acc_seg: 81.8041, loss: 0.4871
2022-08-03 21:15:37,288 - mmseg - INFO - Iter [13600/40000] lr: 6.911e-05, eta: 2:38:54, time: 0.308, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4784, decode.acc_seg: 81.5128, loss: 0.4784
2022-08-03 21:15:52,462 - mmseg - INFO - Iter [13650/40000] lr: 6.900e-05, eta: 2:38:30, time: 0.304, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4817, decode.acc_seg: 81.6093, loss: 0.4817
2022-08-03 21:16:07,832 - mmseg - INFO - Iter [13700/40000] lr: 6.888e-05, eta: 2:38:07, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4903, decode.acc_seg: 81.7105, loss: 0.4903
2022-08-03 21:16:23,123 - mmseg - INFO - Iter [13750/40000] lr: 6.877e-05, eta: 2:37:44, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4918, decode.acc_seg: 81.6147, loss: 0.4918
2022-08-03 21:16:38,463 - mmseg - INFO - Iter [13800/40000] lr: 6.865e-05, eta: 2:37:21, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4650, decode.acc_seg: 82.6102, loss: 0.4650
2022-08-03 21:16:53,663 - mmseg - INFO - Iter [13850/40000] lr: 6.853e-05, eta: 2:36:57, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.5026, decode.acc_seg: 81.1945, loss: 0.5026
2022-08-03 21:17:11,203 - mmseg - INFO - Iter [13900/40000] lr: 6.842e-05, eta: 2:36:38, time: 0.351, data_time: 0.054, memory: 68888, decode.loss_ce: 0.4722, decode.acc_seg: 81.8680, loss: 0.4722
2022-08-03 21:17:26,481 - mmseg - INFO - Iter [13950/40000] lr: 6.830e-05, eta: 2:36:15, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4632, decode.acc_seg: 82.5199, loss: 0.4632
2022-08-03 21:17:41,609 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 21:17:41,609 - mmseg - INFO - Iter [14000/40000] lr: 6.818e-05, eta: 2:35:52, time: 0.303, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4649, decode.acc_seg: 82.2630, loss: 0.4649
2022-08-03 21:17:57,041 - mmseg - INFO - Iter [14050/40000] lr: 6.807e-05, eta: 2:35:29, time: 0.309, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4548, decode.acc_seg: 82.8828, loss: 0.4548
2022-08-03 21:18:12,157 - mmseg - INFO - Iter [14100/40000] lr: 6.795e-05, eta: 2:35:06, time: 0.302, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4704, decode.acc_seg: 82.1565, loss: 0.4704
2022-08-03 21:18:27,623 - mmseg - INFO - Iter [14150/40000] lr: 6.784e-05, eta: 2:34:43, time: 0.309, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4828, decode.acc_seg: 82.0172, loss: 0.4828
2022-08-03 21:18:42,948 - mmseg - INFO - Iter [14200/40000] lr: 6.772e-05, eta: 2:34:21, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4686, decode.acc_seg: 82.2756, loss: 0.4686
2022-08-03 21:18:58,296 - mmseg - INFO - Iter [14250/40000] lr: 6.760e-05, eta: 2:33:58, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4804, decode.acc_seg: 81.5455, loss: 0.4804
2022-08-03 21:19:13,593 - mmseg - INFO - Iter [14300/40000] lr: 6.749e-05, eta: 2:33:35, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4859, decode.acc_seg: 82.0480, loss: 0.4859
2022-08-03 21:19:28,853 - mmseg - INFO - Iter [14350/40000] lr: 6.737e-05, eta: 2:33:13, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4790, decode.acc_seg: 81.9314, loss: 0.4790
2022-08-03 21:19:44,024 - mmseg - INFO - Iter [14400/40000] lr: 6.725e-05, eta: 2:32:50, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4613, decode.acc_seg: 82.4339, loss: 0.4613
2022-08-03 21:19:59,401 - mmseg - INFO - Iter [14450/40000] lr: 6.714e-05, eta: 2:32:27, time: 0.308, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4741, decode.acc_seg: 81.8715, loss: 0.4741
2022-08-03 21:20:14,612 - mmseg - INFO - Iter [14500/40000] lr: 6.702e-05, eta: 2:32:05, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4742, decode.acc_seg: 82.2472, loss: 0.4742
2022-08-03 21:20:32,314 - mmseg - INFO - Iter [14550/40000] lr: 6.690e-05, eta: 2:31:47, time: 0.354, data_time: 0.060, memory: 68888, decode.loss_ce: 0.4642, decode.acc_seg: 82.5045, loss: 0.4642
2022-08-03 21:20:47,527 - mmseg - INFO - Iter [14600/40000] lr: 6.679e-05, eta: 2:31:24, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4533, decode.acc_seg: 82.9472, loss: 0.4533
2022-08-03 21:21:02,894 - mmseg - INFO - Iter [14650/40000] lr: 6.667e-05, eta: 2:31:02, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4552, decode.acc_seg: 82.9946, loss: 0.4552
2022-08-03 21:21:18,046 - mmseg - INFO - Iter [14700/40000] lr: 6.655e-05, eta: 2:30:39, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4381, decode.acc_seg: 83.3133, loss: 0.4381
2022-08-03 21:21:33,437 - mmseg - INFO - Iter [14750/40000] lr: 6.644e-05, eta: 2:30:17, time: 0.308, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4772, decode.acc_seg: 82.0169, loss: 0.4772
2022-08-03 21:21:48,773 - mmseg - INFO - Iter [14800/40000] lr: 6.632e-05, eta: 2:29:55, time: 0.307, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4674, decode.acc_seg: 82.1883, loss: 0.4674
2022-08-03 21:22:03,848 - mmseg - INFO - Iter [14850/40000] lr: 6.621e-05, eta: 2:29:32, time: 0.301, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4740, decode.acc_seg: 81.9998, loss: 0.4740
2022-08-03 21:22:19,014 - mmseg - INFO - Iter [14900/40000] lr: 6.609e-05, eta: 2:29:10, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4746, decode.acc_seg: 82.0608, loss: 0.4746
2022-08-03 21:22:34,192 - mmseg - INFO - Iter [14950/40000] lr: 6.597e-05, eta: 2:28:48, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4737, decode.acc_seg: 82.2555, loss: 0.4737
2022-08-03 21:22:49,391 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 21:22:49,392 - mmseg - INFO - Iter [15000/40000] lr: 6.585e-05, eta: 2:28:26, time: 0.304, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4716, decode.acc_seg: 82.5431, loss: 0.4716
2022-08-03 21:23:04,694 - mmseg - INFO - Iter [15050/40000] lr: 6.574e-05, eta: 2:28:04, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4458, decode.acc_seg: 82.8707, loss: 0.4458
2022-08-03 21:23:20,053 - mmseg - INFO - Iter [15100/40000] lr: 6.562e-05, eta: 2:27:42, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4652, decode.acc_seg: 82.8759, loss: 0.4652
2022-08-03 21:23:37,458 - mmseg - INFO - Iter [15150/40000] lr: 6.550e-05, eta: 2:27:23, time: 0.348, data_time: 0.053, memory: 68888, decode.loss_ce: 0.4739, decode.acc_seg: 81.9162, loss: 0.4739
2022-08-03 21:23:52,731 - mmseg - INFO - Iter [15200/40000] lr: 6.539e-05, eta: 2:27:01, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4483, decode.acc_seg: 82.8671, loss: 0.4483
2022-08-03 21:24:07,988 - mmseg - INFO - Iter [15250/40000] lr: 6.527e-05, eta: 2:26:40, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4358, decode.acc_seg: 83.2540, loss: 0.4358
2022-08-03 21:24:23,322 - mmseg - INFO - Iter [15300/40000] lr: 6.515e-05, eta: 2:26:18, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4660, decode.acc_seg: 82.4183, loss: 0.4660
2022-08-03 21:24:38,506 - mmseg - INFO - Iter [15350/40000] lr: 6.504e-05, eta: 2:25:56, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4843, decode.acc_seg: 81.7517, loss: 0.4843
2022-08-03 21:24:53,973 - mmseg - INFO - Iter [15400/40000] lr: 6.492e-05, eta: 2:25:34, time: 0.309, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4660, decode.acc_seg: 82.5428, loss: 0.4660
2022-08-03 21:25:09,273 - mmseg - INFO - Iter [15450/40000] lr: 6.480e-05, eta: 2:25:13, time: 0.306, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4558, decode.acc_seg: 82.5435, loss: 0.4558
2022-08-03 21:25:24,547 - mmseg - INFO - Iter [15500/40000] lr: 6.469e-05, eta: 2:24:51, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4517, decode.acc_seg: 82.8326, loss: 0.4517
2022-08-03 21:25:39,721 - mmseg - INFO - Iter [15550/40000] lr: 6.457e-05, eta: 2:24:29, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4508, decode.acc_seg: 82.8305, loss: 0.4508
2022-08-03 21:25:54,893 - mmseg - INFO - Iter [15600/40000] lr: 6.445e-05, eta: 2:24:08, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4687, decode.acc_seg: 82.5080, loss: 0.4687
2022-08-03 21:26:10,200 - mmseg - INFO - Iter [15650/40000] lr: 6.434e-05, eta: 2:23:46, time: 0.306, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4680, decode.acc_seg: 82.3306, loss: 0.4680
2022-08-03 21:26:25,356 - mmseg - INFO - Iter [15700/40000] lr: 6.422e-05, eta: 2:23:25, time: 0.303, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4635, decode.acc_seg: 82.5171, loss: 0.4635
2022-08-03 21:26:40,413 - mmseg - INFO - Iter [15750/40000] lr: 6.410e-05, eta: 2:23:03, time: 0.301, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4852, decode.acc_seg: 81.3571, loss: 0.4852
2022-08-03 21:26:58,163 - mmseg - INFO - Iter [15800/40000] lr: 6.398e-05, eta: 2:22:45, time: 0.354, data_time: 0.055, memory: 68888, decode.loss_ce: 0.4373, decode.acc_seg: 83.2194, loss: 0.4373
2022-08-03 21:27:13,469 - mmseg - INFO - Iter [15850/40000] lr: 6.387e-05, eta: 2:22:24, time: 0.307, data_time: 0.008, memory: 68888, decode.loss_ce: 0.4630, decode.acc_seg: 82.5911, loss: 0.4630
2022-08-03 21:27:29,028 - mmseg - INFO - Iter [15900/40000] lr: 6.375e-05, eta: 2:22:03, time: 0.311, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4496, decode.acc_seg: 82.7406, loss: 0.4496
2022-08-03 21:27:44,300 - mmseg - INFO - Iter [15950/40000] lr: 6.363e-05, eta: 2:21:42, time: 0.305, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4452, decode.acc_seg: 83.3206, loss: 0.4452
2022-08-03 21:27:59,662 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-03 21:28:01,552 - mmseg - INFO - Exp name: fpn_512_nextvit_large_40k.py
2022-08-03 21:28:01,553 - mmseg - INFO - Iter [16000/40000] lr: 6.352e-05, eta: 2:21:23, time: 0.345, data_time: 0.007, memory: 68888, decode.loss_ce: 0.4479, decode.acc_seg: 82.9138, loss: 0.4479
2022-08-03 21:28:22,215 - mmseg - INFO - per class results:
2022-08-03 21:28:22,221 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.9 | 84.09 |
| building | 79.91 | 91.81 |
| sky | 93.95 | 96.62 |
| floor | 80.37 | 89.13 |
| tree | 73.02 | 89.32 |
| ceiling | 81.92 | 92.73 |
| road | 79.72 | 85.39 |
| bed | 84.36 | 94.02 |
| windowpane | 57.71 | 77.16 |
| grass | 68.59 | 84.6 |
| cabinet | 56.01 | 68.72 |
| sidewalk | 60.29 | 83.75 |
| person | 78.75 | 90.98 |
| earth | 36.54 | 52.13 |
| door | 38.34 | 48.55 |
| table | 54.72 | 70.66 |
| mountain | 53.98 | 63.87 |
| plant | 50.21 | 63.1 |
| curtain | 69.9 | 84.35 |
| chair | 50.76 | 66.53 |
| car | 82.1 | 90.28 |
| water | 50.97 | 67.02 |
| painting | 68.69 | 84.3 |
| sofa | 60.03 | 76.47 |
| shelf | 38.83 | 57.12 |
| house | 45.19 | 65.3 |
| sea | 55.8 | 75.86 |
| mirror | 56.75 | 65.06 |
| rug | 66.31 | 76.22 |
| field | 34.67 | 48.69 |
| armchair | 37.23 | 60.79 |
| seat | 62.53 | 82.38 |
| fence | 39.9 | 55.0 |
| desk | 43.55 | 67.68 |
| rock | 47.4 | 76.69 |
| wardrobe | 43.83 | 59.39 |
| lamp | 55.99 | 70.02 |
| bathtub | 68.47 | 80.98 |
| railing | 32.73 | 45.07 |
| cushion | 48.22 | 59.37 |
| base | 26.88 | 39.38 |
| box | 22.97 | 31.19 |
| column | 43.11 | 57.72 |
| signboard | 34.27 | 43.9 |
| chest of drawers | 35.87 | 54.38 |
| counter | 22.38 | 27.88 |
| sand | 32.25 | 44.64 |
| sink | 63.83 | 74.77 |
| skyscraper | 45.99 | 55.38 |
| fireplace | 57.4 | 88.3 |
| refrigerator | 62.13 | 85.55 |
| grandstand | 38.88 | 66.39 |
| path | 19.71 | 27.61 |
| stairs | 31.08 | 35.83 |
| runway | 69.76 | 92.78 |
| case | 46.28 | 68.68 |
| pool table | 91.2 | 95.56 |
| pillow | 49.95 | 61.74 |
| screen door | 57.16 | 84.48 |
| stairway | 31.91 | 39.53 |
| river | 14.07 | 30.42 |
| bridge | 59.96 | 84.45 |
| bookcase | 28.97 | 49.07 |
| blind | 34.06 | 40.01 |
| coffee table | 52.58 | 79.69 |
| toilet | 79.14 | 91.67 |
| flower | 36.71 | 57.76 |
| book | 43.17 | 59.08 |
| hill | 8.99 | 17.24 |
| bench | 39.91 | 51.54 |
| countertop | 50.2 | 68.73 |
| stove | 64.03 | 83.6 |
| palm | 49.3 | 71.54 |
| kitchen island | 27.69 | 72.18 |
| computer | 56.53 | 65.89 |
| swivel chair | 46.51 | 70.06 |
| boat | 65.81 | 82.29 |
| bar | 33.08 | 41.93 |
| arcade machine | 73.91 | 83.08 |
| hovel | 62.13 | 72.92 |
| bus | 76.72 | 92.76 |
| towel | 56.88 | 77.35 |
| light | 46.08 | 56.32 |
| truck | 14.77 | 19.61 |
| tower | 34.59 | 46.57 |
| chandelier | 61.62 | 79.87 |
| awning | 19.86 | 21.86 |
| streetlight | 18.28 | 24.71 |
| booth | 24.44 | 39.91 |
| television receiver | 65.87 | 75.84 |
| airplane | 59.53 | 71.2 |
| dirt track | 3.56 | 12.44 |
| apparel | 29.91 | 40.87 |
| pole | 10.33 | 12.39 |
| land | 0.32 | 0.43 |
| bannister | 8.77 | 13.18 |
| escalator | 35.7 | 53.56 |
| ottoman | 35.31 | 45.48 |
| bottle | 14.55 | 15.85 |
| buffet | 41.99 | 46.0 |
| poster | 11.19 | 13.02 |
| stage | 15.76 | 30.34 |
| van | 40.53 | 52.12 |
| ship | 80.73 | 93.31 |
| fountain | 33.55 | 35.9 |
| conveyer belt | 58.29 | 82.2 |
| canopy | 27.67 | 31.86 |
| washer | 70.02 | 81.87 |
| plaything | 16.22 | 19.22 |
| swimming pool | 63.07 | 75.66 |
| stool | 28.09 | 35.9 |
| barrel | 36.89 | 65.09 |
| basket | 29.09 | 40.43 |
| waterfall | 72.26 | 80.79 |
| tent | 95.63 | 98.46 |
| bag | 2.63 | 2.67 |
| minibike | 67.08 | 81.71 |
| cradle | 75.08 | 97.03 |
| oven | 5.4 | 14.99 |
| ball | 49.49 | 59.85 |
| food | 58.66 | 73.38 |
| step | 11.34 | 13.14 |
| tank | 47.13 | 63.62 |
| trade name | 21.96 | 25.05 |
| microwave | 35.66 | 40.03 |
| pot | 30.09 | 35.98 |
| animal | 63.0 | 70.09 |
| bicycle | 56.12 | 73.38 |
| lake | 3.63 | 3.89 |
| dishwasher | 45.92 | 58.51 |
| screen | 62.91 | 86.08 |
| blanket | 11.56 | 14.59 |
| sculpture | 56.25 | 67.02 |
| hood | 47.77 | 50.71 |
| sconce | 24.7 | 29.05 |
| vase | 28.0 | 42.91 |
| traffic light | 22.9 | 36.87 |
| tray | 0.73 | 0.97 |
| ashcan | 32.45 | 37.63 |
| fan | 53.28 | 66.57 |
| pier | 61.98 | 82.7 |
| crt screen | 0.56 | 1.05 |
| plate | 50.7 | 68.16 |
| monitor | 29.75 | 47.17 |
| bulletin board | 37.17 | 52.33 |
| shower | 0.0 | 0.0 |
| radiator | 56.41 | 68.24 |
| glass | 6.57 | 7.05 |
| clock | 22.53 | 23.1 |
| flag | 29.58 | 31.43 |
+---------------------+-------+-------+
2022-08-03 21:28:22,222 - mmseg - INFO - Summary:
2022-08-03 21:28:22,222 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |