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fpn_80k_nextvit_base_1n1k6m_pretrained.log
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fpn_80k_nextvit_base_1n1k6m_pretrained.log
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2022-08-14 17:11:56,284 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters
2022-08-14 17:12:38,853 - mmseg - INFO - Iter [50/40000] lr: 9.989e-05, eta: 7:03:39, time: 0.636, data_time: 0.011, memory: 21038, decode.loss_ce: 3.0604, decode.acc_seg: 37.7062, loss: 3.0604
2022-08-14 17:12:58,638 - mmseg - INFO - Iter [100/40000] lr: 9.978e-05, eta: 5:43:07, time: 0.396, data_time: 0.007, memory: 21038, decode.loss_ce: 2.0258, decode.acc_seg: 55.3318, loss: 2.0258
2022-08-14 17:13:18,183 - mmseg - INFO - Iter [150/40000] lr: 9.967e-05, eta: 5:14:53, time: 0.390, data_time: 0.007, memory: 21038, decode.loss_ce: 1.6806, decode.acc_seg: 58.6023, loss: 1.6806
2022-08-14 17:13:37,986 - mmseg - INFO - Iter [200/40000] lr: 9.956e-05, eta: 5:01:38, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 1.5427, decode.acc_seg: 60.5499, loss: 1.5427
2022-08-14 17:13:57,852 - mmseg - INFO - Iter [250/40000] lr: 9.945e-05, eta: 4:53:35, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 1.3939, decode.acc_seg: 62.2570, loss: 1.3939
2022-08-14 17:14:17,867 - mmseg - INFO - Iter [300/40000] lr: 9.933e-05, eta: 4:48:32, time: 0.401, data_time: 0.008, memory: 21038, decode.loss_ce: 1.3595, decode.acc_seg: 63.3421, loss: 1.3595
2022-08-14 17:14:37,948 - mmseg - INFO - Iter [350/40000] lr: 9.922e-05, eta: 4:44:55, time: 0.402, data_time: 0.007, memory: 21038, decode.loss_ce: 1.2716, decode.acc_seg: 63.8003, loss: 1.2716
2022-08-14 17:14:58,021 - mmseg - INFO - Iter [400/40000] lr: 9.911e-05, eta: 4:42:06, time: 0.401, data_time: 0.008, memory: 21038, decode.loss_ce: 1.2096, decode.acc_seg: 65.9892, loss: 1.2096
2022-08-14 17:15:17,924 - mmseg - INFO - Iter [450/40000] lr: 9.900e-05, eta: 4:39:34, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 1.2431, decode.acc_seg: 64.6716, loss: 1.2431
2022-08-14 17:15:37,800 - mmseg - INFO - Iter [500/40000] lr: 9.889e-05, eta: 4:37:29, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 1.1659, decode.acc_seg: 66.1466, loss: 1.1659
2022-08-14 17:15:58,032 - mmseg - INFO - Iter [550/40000] lr: 9.878e-05, eta: 4:36:07, time: 0.405, data_time: 0.008, memory: 21038, decode.loss_ce: 1.1292, decode.acc_seg: 66.4126, loss: 1.1292
2022-08-14 17:16:17,924 - mmseg - INFO - Iter [600/40000] lr: 9.866e-05, eta: 4:34:32, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 1.0985, decode.acc_seg: 66.9112, loss: 1.0985
2022-08-14 17:16:40,707 - mmseg - INFO - Iter [650/40000] lr: 9.855e-05, eta: 4:36:05, time: 0.456, data_time: 0.057, memory: 21038, decode.loss_ce: 1.0688, decode.acc_seg: 67.2141, loss: 1.0688
2022-08-14 17:17:00,601 - mmseg - INFO - Iter [700/40000] lr: 9.844e-05, eta: 4:34:40, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 1.0277, decode.acc_seg: 67.9471, loss: 1.0277
2022-08-14 17:17:20,570 - mmseg - INFO - Iter [750/40000] lr: 9.833e-05, eta: 4:33:27, time: 0.400, data_time: 0.008, memory: 21038, decode.loss_ce: 1.0014, decode.acc_seg: 69.2838, loss: 1.0014
2022-08-14 17:17:40,456 - mmseg - INFO - Iter [800/40000] lr: 9.822e-05, eta: 4:32:16, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.9836, decode.acc_seg: 68.7776, loss: 0.9836
2022-08-14 17:18:00,372 - mmseg - INFO - Iter [850/40000] lr: 9.811e-05, eta: 4:31:13, time: 0.399, data_time: 0.008, memory: 21038, decode.loss_ce: 0.9879, decode.acc_seg: 69.1534, loss: 0.9879
2022-08-14 17:18:20,155 - mmseg - INFO - Iter [900/40000] lr: 9.800e-05, eta: 4:30:09, time: 0.396, data_time: 0.008, memory: 21038, decode.loss_ce: 0.9387, decode.acc_seg: 70.4434, loss: 0.9387
2022-08-14 17:18:40,047 - mmseg - INFO - Iter [950/40000] lr: 9.788e-05, eta: 4:29:14, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 0.9271, decode.acc_seg: 70.3163, loss: 0.9271
2022-08-14 17:19:00,188 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 17:19:00,188 - mmseg - INFO - Iter [1000/40000] lr: 9.777e-05, eta: 4:28:32, time: 0.403, data_time: 0.008, memory: 21038, decode.loss_ce: 0.9290, decode.acc_seg: 70.3163, loss: 0.9290
2022-08-14 17:19:20,092 - mmseg - INFO - Iter [1050/40000] lr: 9.766e-05, eta: 4:27:43, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 0.9119, decode.acc_seg: 70.6463, loss: 0.9119
2022-08-14 17:19:39,988 - mmseg - INFO - Iter [1100/40000] lr: 9.755e-05, eta: 4:26:57, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8980, decode.acc_seg: 70.7060, loss: 0.8980
2022-08-14 17:19:59,988 - mmseg - INFO - Iter [1150/40000] lr: 9.744e-05, eta: 4:26:17, time: 0.400, data_time: 0.008, memory: 21038, decode.loss_ce: 0.9067, decode.acc_seg: 70.5225, loss: 0.9067
2022-08-14 17:20:19,720 - mmseg - INFO - Iter [1200/40000] lr: 9.733e-05, eta: 4:25:29, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8620, decode.acc_seg: 72.0557, loss: 0.8620
2022-08-14 17:20:39,827 - mmseg - INFO - Iter [1250/40000] lr: 9.721e-05, eta: 4:24:55, time: 0.402, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8491, decode.acc_seg: 72.0746, loss: 0.8491
2022-08-14 17:21:02,637 - mmseg - INFO - Iter [1300/40000] lr: 9.710e-05, eta: 4:25:43, time: 0.457, data_time: 0.057, memory: 21038, decode.loss_ce: 0.8310, decode.acc_seg: 72.5299, loss: 0.8310
2022-08-14 17:21:22,482 - mmseg - INFO - Iter [1350/40000] lr: 9.699e-05, eta: 4:25:01, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8413, decode.acc_seg: 71.9143, loss: 0.8413
2022-08-14 17:21:42,305 - mmseg - INFO - Iter [1400/40000] lr: 9.688e-05, eta: 4:24:20, time: 0.396, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8046, decode.acc_seg: 73.3737, loss: 0.8046
2022-08-14 17:22:02,064 - mmseg - INFO - Iter [1450/40000] lr: 9.677e-05, eta: 4:23:38, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7904, decode.acc_seg: 73.3705, loss: 0.7904
2022-08-14 17:22:21,903 - mmseg - INFO - Iter [1500/40000] lr: 9.665e-05, eta: 4:23:00, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8188, decode.acc_seg: 72.9662, loss: 0.8188
2022-08-14 17:22:41,454 - mmseg - INFO - Iter [1550/40000] lr: 9.654e-05, eta: 4:22:17, time: 0.391, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8081, decode.acc_seg: 72.6145, loss: 0.8081
2022-08-14 17:23:01,431 - mmseg - INFO - Iter [1600/40000] lr: 9.643e-05, eta: 4:21:45, time: 0.400, data_time: 0.008, memory: 21038, decode.loss_ce: 0.8329, decode.acc_seg: 72.4503, loss: 0.8329
2022-08-14 17:23:21,281 - mmseg - INFO - Iter [1650/40000] lr: 9.632e-05, eta: 4:21:10, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7953, decode.acc_seg: 73.0229, loss: 0.7953
2022-08-14 17:23:41,214 - mmseg - INFO - Iter [1700/40000] lr: 9.621e-05, eta: 4:20:38, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7938, decode.acc_seg: 73.1381, loss: 0.7938
2022-08-14 17:24:00,884 - mmseg - INFO - Iter [1750/40000] lr: 9.610e-05, eta: 4:20:02, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7956, decode.acc_seg: 72.8900, loss: 0.7956
2022-08-14 17:24:20,696 - mmseg - INFO - Iter [1800/40000] lr: 9.598e-05, eta: 4:19:28, time: 0.396, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7583, decode.acc_seg: 73.6548, loss: 0.7583
2022-08-14 17:24:40,677 - mmseg - INFO - Iter [1850/40000] lr: 9.587e-05, eta: 4:19:00, time: 0.400, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7821, decode.acc_seg: 73.5278, loss: 0.7821
2022-08-14 17:25:03,298 - mmseg - INFO - Iter [1900/40000] lr: 9.576e-05, eta: 4:19:25, time: 0.452, data_time: 0.067, memory: 21038, decode.loss_ce: 0.7434, decode.acc_seg: 74.2337, loss: 0.7434
2022-08-14 17:25:23,156 - mmseg - INFO - Iter [1950/40000] lr: 9.565e-05, eta: 4:18:54, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7273, decode.acc_seg: 74.4609, loss: 0.7273
2022-08-14 17:25:42,850 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 17:25:42,851 - mmseg - INFO - Iter [2000/40000] lr: 9.554e-05, eta: 4:18:19, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7364, decode.acc_seg: 74.7047, loss: 0.7364
2022-08-14 17:26:02,650 - mmseg - INFO - Iter [2050/40000] lr: 9.542e-05, eta: 4:17:48, time: 0.396, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7421, decode.acc_seg: 74.3657, loss: 0.7421
2022-08-14 17:26:22,269 - mmseg - INFO - Iter [2100/40000] lr: 9.531e-05, eta: 4:17:14, time: 0.392, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7114, decode.acc_seg: 74.9470, loss: 0.7114
2022-08-14 17:26:41,906 - mmseg - INFO - Iter [2150/40000] lr: 9.520e-05, eta: 4:16:41, time: 0.393, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7320, decode.acc_seg: 74.3350, loss: 0.7320
2022-08-14 17:27:01,659 - mmseg - INFO - Iter [2200/40000] lr: 9.509e-05, eta: 4:16:10, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7067, decode.acc_seg: 75.5713, loss: 0.7067
2022-08-14 17:27:21,328 - mmseg - INFO - Iter [2250/40000] lr: 9.498e-05, eta: 4:15:39, time: 0.393, data_time: 0.007, memory: 21038, decode.loss_ce: 0.7302, decode.acc_seg: 74.6117, loss: 0.7302
2022-08-14 17:27:41,182 - mmseg - INFO - Iter [2300/40000] lr: 9.486e-05, eta: 4:15:11, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7498, decode.acc_seg: 74.1584, loss: 0.7498
2022-08-14 17:28:01,029 - mmseg - INFO - Iter [2350/40000] lr: 9.475e-05, eta: 4:14:43, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7266, decode.acc_seg: 75.0217, loss: 0.7266
2022-08-14 17:28:20,601 - mmseg - INFO - Iter [2400/40000] lr: 9.464e-05, eta: 4:14:12, time: 0.392, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6935, decode.acc_seg: 75.6036, loss: 0.6935
2022-08-14 17:28:40,265 - mmseg - INFO - Iter [2450/40000] lr: 9.453e-05, eta: 4:13:42, time: 0.393, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7225, decode.acc_seg: 74.8709, loss: 0.7225
2022-08-14 17:29:00,027 - mmseg - INFO - Iter [2500/40000] lr: 9.442e-05, eta: 4:13:14, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6978, decode.acc_seg: 75.2525, loss: 0.6978
2022-08-14 17:29:22,606 - mmseg - INFO - Iter [2550/40000] lr: 9.430e-05, eta: 4:13:27, time: 0.451, data_time: 0.059, memory: 21038, decode.loss_ce: 0.7302, decode.acc_seg: 74.5087, loss: 0.7302
2022-08-14 17:29:42,266 - mmseg - INFO - Iter [2600/40000] lr: 9.419e-05, eta: 4:12:58, time: 0.393, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6897, decode.acc_seg: 75.8749, loss: 0.6897
2022-08-14 17:30:01,926 - mmseg - INFO - Iter [2650/40000] lr: 9.408e-05, eta: 4:12:29, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6828, decode.acc_seg: 76.0643, loss: 0.6828
2022-08-14 17:30:21,561 - mmseg - INFO - Iter [2700/40000] lr: 9.397e-05, eta: 4:11:59, time: 0.392, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6830, decode.acc_seg: 75.3699, loss: 0.6830
2022-08-14 17:30:41,236 - mmseg - INFO - Iter [2750/40000] lr: 9.386e-05, eta: 4:11:31, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6625, decode.acc_seg: 76.7990, loss: 0.6625
2022-08-14 17:31:00,764 - mmseg - INFO - Iter [2800/40000] lr: 9.374e-05, eta: 4:11:01, time: 0.391, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6514, decode.acc_seg: 76.2418, loss: 0.6514
2022-08-14 17:31:20,523 - mmseg - INFO - Iter [2850/40000] lr: 9.363e-05, eta: 4:10:35, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6416, decode.acc_seg: 76.9811, loss: 0.6416
2022-08-14 17:31:40,185 - mmseg - INFO - Iter [2900/40000] lr: 9.352e-05, eta: 4:10:07, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6730, decode.acc_seg: 76.2507, loss: 0.6730
2022-08-14 17:31:59,916 - mmseg - INFO - Iter [2950/40000] lr: 9.341e-05, eta: 4:09:41, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6733, decode.acc_seg: 75.9719, loss: 0.6733
2022-08-14 17:32:19,848 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 17:32:19,848 - mmseg - INFO - Iter [3000/40000] lr: 9.329e-05, eta: 4:09:17, time: 0.399, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6874, decode.acc_seg: 75.7795, loss: 0.6874
2022-08-14 17:32:39,485 - mmseg - INFO - Iter [3050/40000] lr: 9.318e-05, eta: 4:08:50, time: 0.393, data_time: 0.008, memory: 21038, decode.loss_ce: 0.7055, decode.acc_seg: 75.2700, loss: 0.7055
2022-08-14 17:32:59,334 - mmseg - INFO - Iter [3100/40000] lr: 9.307e-05, eta: 4:08:25, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6716, decode.acc_seg: 75.8256, loss: 0.6716
2022-08-14 17:33:19,221 - mmseg - INFO - Iter [3150/40000] lr: 9.296e-05, eta: 4:08:02, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6769, decode.acc_seg: 75.8777, loss: 0.6769
2022-08-14 17:33:41,763 - mmseg - INFO - Iter [3200/40000] lr: 9.284e-05, eta: 4:08:08, time: 0.451, data_time: 0.065, memory: 21038, decode.loss_ce: 0.6193, decode.acc_seg: 77.7241, loss: 0.6193
2022-08-14 17:34:01,516 - mmseg - INFO - Iter [3250/40000] lr: 9.273e-05, eta: 4:07:43, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6403, decode.acc_seg: 77.0212, loss: 0.6403
2022-08-14 17:34:20,962 - mmseg - INFO - Iter [3300/40000] lr: 9.262e-05, eta: 4:07:14, time: 0.389, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6496, decode.acc_seg: 76.7761, loss: 0.6496
2022-08-14 17:34:40,530 - mmseg - INFO - Iter [3350/40000] lr: 9.251e-05, eta: 4:06:47, time: 0.391, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6504, decode.acc_seg: 76.4066, loss: 0.6504
2022-08-14 17:35:00,265 - mmseg - INFO - Iter [3400/40000] lr: 9.240e-05, eta: 4:06:21, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6355, decode.acc_seg: 76.6896, loss: 0.6355
2022-08-14 17:35:19,941 - mmseg - INFO - Iter [3450/40000] lr: 9.228e-05, eta: 4:05:56, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6269, decode.acc_seg: 77.2926, loss: 0.6269
2022-08-14 17:35:39,401 - mmseg - INFO - Iter [3500/40000] lr: 9.217e-05, eta: 4:05:28, time: 0.389, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6311, decode.acc_seg: 77.7980, loss: 0.6311
2022-08-14 17:35:59,074 - mmseg - INFO - Iter [3550/40000] lr: 9.206e-05, eta: 4:05:03, time: 0.394, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6528, decode.acc_seg: 77.0569, loss: 0.6528
2022-08-14 17:36:20,742 - mmseg - INFO - Iter [3600/40000] lr: 9.195e-05, eta: 4:04:58, time: 0.433, data_time: 0.009, memory: 21038, decode.loss_ce: 0.6508, decode.acc_seg: 76.7306, loss: 0.6508
2022-08-14 17:36:40,290 - mmseg - INFO - Iter [3650/40000] lr: 9.183e-05, eta: 4:04:31, time: 0.391, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6471, decode.acc_seg: 76.5779, loss: 0.6471
2022-08-14 17:37:00,191 - mmseg - INFO - Iter [3700/40000] lr: 9.172e-05, eta: 4:04:08, time: 0.398, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6630, decode.acc_seg: 76.4116, loss: 0.6630
2022-08-14 17:37:20,038 - mmseg - INFO - Iter [3750/40000] lr: 9.161e-05, eta: 4:03:45, time: 0.397, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6417, decode.acc_seg: 77.0203, loss: 0.6417
2022-08-14 17:37:42,325 - mmseg - INFO - Iter [3800/40000] lr: 9.150e-05, eta: 4:03:45, time: 0.446, data_time: 0.059, memory: 21038, decode.loss_ce: 0.6328, decode.acc_seg: 77.6356, loss: 0.6328
2022-08-14 17:38:02,120 - mmseg - INFO - Iter [3850/40000] lr: 9.138e-05, eta: 4:03:21, time: 0.396, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6014, decode.acc_seg: 78.7488, loss: 0.6014
2022-08-14 17:38:21,640 - mmseg - INFO - Iter [3900/40000] lr: 9.127e-05, eta: 4:02:54, time: 0.391, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6011, decode.acc_seg: 78.3063, loss: 0.6011
2022-08-14 17:38:41,410 - mmseg - INFO - Iter [3950/40000] lr: 9.116e-05, eta: 4:02:30, time: 0.395, data_time: 0.008, memory: 21038, decode.loss_ce: 0.6090, decode.acc_seg: 77.7300, loss: 0.6090
2022-08-14 17:39:00,982 - mmseg - INFO - Saving checkpoint at 4000 iterations
2022-08-14 17:39:03,068 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 17:39:03,068 - mmseg - INFO - Iter [4000/40000] lr: 9.105e-05, eta: 4:02:23, time: 0.433, data_time: 0.008, memory: 21038, decode.loss_ce: 0.5998, decode.acc_seg: 78.3898, loss: 0.5998
2022-08-14 17:52:14,710 - mmseg - INFO - per class results:
2022-08-14 17:52:14,718 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.24 | 84.93 |
| building | 80.6 | 90.32 |
| sky | 93.84 | 97.12 |
| floor | 80.12 | 89.6 |
| tree | 73.25 | 86.64 |
| ceiling | 80.13 | 90.83 |
| road | 78.26 | 85.45 |
| bed | 83.7 | 94.33 |
| windowpane | 58.13 | 77.8 |
| grass | 57.8 | 71.54 |
| cabinet | 55.22 | 68.41 |
| sidewalk | 57.79 | 82.32 |
| person | 78.02 | 89.29 |
| earth | 35.04 | 47.32 |
| door | 37.89 | 51.09 |
| table | 49.03 | 71.7 |
| mountain | 52.43 | 69.59 |
| plant | 49.48 | 60.5 |
| curtain | 68.88 | 85.09 |
| chair | 46.78 | 62.17 |
| car | 82.34 | 91.97 |
| water | 55.12 | 72.83 |
| painting | 64.03 | 84.01 |
| sofa | 58.1 | 83.0 |
| shelf | 36.73 | 53.81 |
| house | 44.94 | 73.29 |
| sea | 60.47 | 83.63 |
| mirror | 50.08 | 61.42 |
| rug | 64.56 | 79.11 |
| field | 23.67 | 60.16 |
| armchair | 25.58 | 38.15 |
| seat | 59.38 | 81.36 |
| fence | 41.48 | 67.81 |
| desk | 36.83 | 55.52 |
| rock | 36.88 | 47.7 |
| wardrobe | 42.72 | 63.03 |
| lamp | 51.91 | 67.41 |
| bathtub | 62.99 | 78.23 |
| railing | 33.13 | 45.06 |
| cushion | 43.04 | 51.93 |
| base | 26.41 | 39.6 |
| box | 22.76 | 29.98 |
| column | 42.56 | 53.32 |
| signboard | 34.14 | 47.94 |
| chest of drawers | 34.69 | 49.14 |
| counter | 36.42 | 47.03 |
| sand | 34.38 | 47.04 |
| sink | 60.62 | 70.4 |
| skyscraper | 61.06 | 84.63 |
| fireplace | 60.17 | 78.93 |
| refrigerator | 61.99 | 76.77 |
| grandstand | 35.43 | 81.05 |
| path | 13.8 | 18.22 |
| stairs | 36.07 | 41.43 |
| runway | 70.07 | 92.94 |
| case | 49.63 | 72.73 |
| pool table | 88.9 | 96.53 |
| pillow | 46.66 | 59.09 |
| screen door | 56.12 | 66.98 |
| stairway | 35.98 | 42.67 |
| river | 19.68 | 29.62 |
| bridge | 58.78 | 66.88 |
| bookcase | 27.56 | 47.55 |
| blind | 31.64 | 34.02 |
| coffee table | 45.92 | 72.37 |
| toilet | 77.08 | 89.54 |
| flower | 29.97 | 40.25 |
| book | 42.07 | 61.05 |
| hill | 2.99 | 3.75 |
| bench | 42.08 | 50.37 |
| countertop | 44.48 | 60.55 |
| stove | 56.12 | 75.96 |
| palm | 46.37 | 58.83 |
| kitchen island | 28.41 | 61.08 |
| computer | 65.01 | 78.51 |
| swivel chair | 36.45 | 63.07 |
| boat | 65.83 | 86.82 |
| bar | 36.8 | 45.11 |
| arcade machine | 55.51 | 60.37 |
| hovel | 14.48 | 15.37 |
| bus | 80.84 | 90.67 |
| towel | 53.73 | 64.88 |
| light | 21.36 | 22.61 |
| truck | 25.98 | 41.85 |
| tower | 20.33 | 33.84 |
| chandelier | 54.64 | 84.55 |
| awning | 22.44 | 26.29 |
| streetlight | 14.78 | 21.54 |
| booth | 21.63 | 22.53 |
| television receiver | 62.72 | 81.36 |
| airplane | 54.02 | 63.2 |
| dirt track | 0.0 | 0.0 |
| apparel | 28.04 | 47.8 |
| pole | 12.17 | 13.66 |
| land | 0.0 | 0.0 |
| bannister | 3.05 | 3.54 |
| escalator | 35.02 | 37.6 |
| ottoman | 32.34 | 39.86 |
| bottle | 21.94 | 29.07 |
| buffet | 14.77 | 15.06 |
| poster | 3.52 | 3.77 |
| stage | 11.38 | 18.54 |
| van | 17.98 | 21.68 |
| ship | 64.47 | 66.05 |
| fountain | 23.51 | 24.54 |
| conveyer belt | 58.22 | 74.78 |
| canopy | 24.26 | 25.89 |
| washer | 63.73 | 73.05 |
| plaything | 27.64 | 43.58 |
| swimming pool | 35.41 | 78.59 |
| stool | 4.92 | 4.93 |
| barrel | 11.82 | 64.98 |
| basket | 27.86 | 39.13 |
| waterfall | 53.43 | 60.68 |
| tent | 85.02 | 99.05 |
| bag | 1.31 | 1.34 |
| minibike | 65.39 | 77.24 |
| cradle | 70.31 | 93.14 |
| oven | 0.12 | 0.12 |
| ball | 44.91 | 54.49 |
| food | 51.08 | 61.58 |
| step | 0.0 | 0.0 |
| tank | 44.79 | 47.17 |
| trade name | 17.12 | 18.53 |
| microwave | 75.8 | 88.58 |
| pot | 27.6 | 31.57 |
| animal | 66.66 | 73.16 |
| bicycle | 49.22 | 62.58 |
| lake | 0.0 | 0.0 |
| dishwasher | 30.7 | 43.16 |
| screen | 70.65 | 84.66 |
| blanket | 0.0 | 0.0 |
| sculpture | 44.5 | 53.32 |
| hood | 27.84 | 30.74 |
| sconce | 3.39 | 3.42 |
| vase | 25.41 | 36.5 |
| traffic light | 19.47 | 24.88 |
| tray | 1.44 | 1.5 |
| ashcan | 31.33 | 35.73 |
| fan | 39.2 | 44.17 |
| pier | 33.97 | 38.47 |
| crt screen | 5.16 | 14.28 |
| plate | 45.35 | 59.56 |
| monitor | 6.95 | 7.26 |
| bulletin board | 38.75 | 44.63 |
| shower | 0.0 | 0.0 |
| radiator | 45.24 | 46.97 |
| glass | 2.08 | 2.1 |
| clock | 20.22 | 22.69 |
| flag | 35.26 | 38.89 |
+---------------------+-------+-------+
2022-08-14 17:52:14,718 - mmseg - INFO - Summary:
2022-08-14 17:52:14,718 - mmseg - INFO -
+-------+-------+------+
| aAcc | mIoU | mAcc |
+-------+-------+------+
| 80.01 | 40.89 | 52.5 |
+-------+-------+------+
2022-08-14 17:52:14,730 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 17:52:14,730 - mmseg - INFO - Iter(val) [250] aAcc: 0.8001, mIoU: 0.4089, mAcc: 0.5250, IoU.wall: 0.7324, IoU.building: 0.8060, IoU.sky: 0.9384, IoU.floor: 0.8012, IoU.tree: 0.7325, IoU.ceiling: 0.8013, IoU.road: 0.7826, IoU.bed : 0.8370, IoU.windowpane: 0.5813, IoU.grass: 0.5780, IoU.cabinet: 0.5522, IoU.sidewalk: 0.5779, IoU.person: 0.7802, IoU.earth: 0.3504, IoU.door: 0.3789, IoU.table: 0.4903, IoU.mountain: 0.5243, IoU.plant: 0.4948, IoU.curtain: 0.6888, IoU.chair: 0.4678, IoU.car: 0.8234, IoU.water: 0.5512, IoU.painting: 0.6403, IoU.sofa: 0.5810, IoU.shelf: 0.3673, IoU.house: 0.4494, IoU.sea: 0.6047, IoU.mirror: 0.5008, IoU.rug: 0.6456, IoU.field: 0.2367, IoU.armchair: 0.2558, IoU.seat: 0.5938, IoU.fence: 0.4148, IoU.desk: 0.3683, IoU.rock: 0.3688, IoU.wardrobe: 0.4272, IoU.lamp: 0.5191, IoU.bathtub: 0.6299, IoU.railing: 0.3313, IoU.cushion: 0.4304, IoU.base: 0.2641, IoU.box: 0.2276, IoU.column: 0.4256, IoU.signboard: 0.3414, IoU.chest of drawers: 0.3469, IoU.counter: 0.3642, IoU.sand: 0.3438, IoU.sink: 0.6062, IoU.skyscraper: 0.6106, IoU.fireplace: 0.6017, IoU.refrigerator: 0.6199, IoU.grandstand: 0.3543, IoU.path: 0.1380, IoU.stairs: 0.3607, IoU.runway: 0.7007, IoU.case: 0.4963, IoU.pool table: 0.8890, IoU.pillow: 0.4666, IoU.screen door: 0.5612, IoU.stairway: 0.3598, IoU.river: 0.1968, IoU.bridge: 0.5878, IoU.bookcase: 0.2756, IoU.blind: 0.3164, IoU.coffee table: 0.4592, IoU.toilet: 0.7708, IoU.flower: 0.2997, IoU.book: 0.4207, IoU.hill: 0.0299, IoU.bench: 0.4208, IoU.countertop: 0.4448, IoU.stove: 0.5612, IoU.palm: 0.4637, IoU.kitchen island: 0.2841, IoU.computer: 0.6501, IoU.swivel chair: 0.3645, IoU.boat: 0.6583, IoU.bar: 0.3680, IoU.arcade machine: 0.5551, IoU.hovel: 0.1448, IoU.bus: 0.8084, IoU.towel: 0.5373, IoU.light: 0.2136, IoU.truck: 0.2598, IoU.tower: 0.2033, IoU.chandelier: 0.5464, IoU.awning: 0.2244, IoU.streetlight: 0.1478, IoU.booth: 0.2163, IoU.television receiver: 0.6272, IoU.airplane: 0.5402, IoU.dirt track: 0.0000, IoU.apparel: 0.2804, IoU.pole: 0.1217, IoU.land: 0.0000, IoU.bannister: 0.0305, IoU.escalator: 0.3502, IoU.ottoman: 0.3234, IoU.bottle: 0.2194, IoU.buffet: 0.1477, IoU.poster: 0.0352, IoU.stage: 0.1138, IoU.van: 0.1798, IoU.ship: 0.6447, IoU.fountain: 0.2351, IoU.conveyer belt: 0.5822, IoU.canopy: 0.2426, IoU.washer: 0.6373, IoU.plaything: 0.2764, IoU.swimming pool: 0.3541, IoU.stool: 0.0492, IoU.barrel: 0.1182, IoU.basket: 0.2786, IoU.waterfall: 0.5343, IoU.tent: 0.8502, IoU.bag: 0.0131, IoU.minibike: 0.6539, IoU.cradle: 0.7031, IoU.oven: 0.0012, IoU.ball: 0.4491, IoU.food: 0.5108, IoU.step: 0.0000, IoU.tank: 0.4479, IoU.trade name: 0.1712, IoU.microwave: 0.7580, IoU.pot: 0.2760, IoU.animal: 0.6666, IoU.bicycle: 0.4922, IoU.lake: 0.0000, IoU.dishwasher: 0.3070, IoU.screen: 0.7065, IoU.blanket: 0.0000, IoU.sculpture: 0.4450, IoU.hood: 0.2784, IoU.sconce: 0.0339, IoU.vase: 0.2541, IoU.traffic light: 0.1947, IoU.tray: 0.0144, IoU.ashcan: 0.3133, IoU.fan: 0.3920, IoU.pier: 0.3397, IoU.crt screen: 0.0516, IoU.plate: 0.4535, IoU.monitor: 0.0695, IoU.bulletin board: 0.3875, IoU.shower: 0.0000, IoU.radiator: 0.4524, IoU.glass: 0.0208, IoU.clock: 0.2022, IoU.flag: 0.3526, Acc.wall: 0.8493, Acc.building: 0.9032, Acc.sky: 0.9712, Acc.floor: 0.8960, Acc.tree: 0.8664, Acc.ceiling: 0.9083, Acc.road: 0.8545, Acc.bed : 0.9433, Acc.windowpane: 0.7780, Acc.grass: 0.7154, Acc.cabinet: 0.6841, Acc.sidewalk: 0.8232, Acc.person: 0.8929, Acc.earth: 0.4732, Acc.door: 0.5109, Acc.table: 0.7170, Acc.mountain: 0.6959, Acc.plant: 0.6050, Acc.curtain: 0.8509, Acc.chair: 0.6217, Acc.car: 0.9197, Acc.water: 0.7283, Acc.painting: 0.8401, Acc.sofa: 0.8300, Acc.shelf: 0.5381, Acc.house: 0.7329, Acc.sea: 0.8363, Acc.mirror: 0.6142, Acc.rug: 0.7911, Acc.field: 0.6016, Acc.armchair: 0.3815, Acc.seat: 0.8136, Acc.fence: 0.6781, Acc.desk: 0.5552, Acc.rock: 0.4770, Acc.wardrobe: 0.6303, Acc.lamp: 0.6741, Acc.bathtub: 0.7823, Acc.railing: 0.4506, Acc.cushion: 0.5193, Acc.base: 0.3960, Acc.box: 0.2998, Acc.column: 0.5332, Acc.signboard: 0.4794, Acc.chest of drawers: 0.4914, Acc.counter: 0.4703, Acc.sand: 0.4704, Acc.sink: 0.7040, Acc.skyscraper: 0.8463, Acc.fireplace: 0.7893, Acc.refrigerator: 0.7677, Acc.grandstand: 0.8105, Acc.path: 0.1822, Acc.stairs: 0.4143, Acc.runway: 0.9294, Acc.case: 0.7273, Acc.pool table: 0.9653, Acc.pillow: 0.5909, Acc.screen door: 0.6698, Acc.stairway: 0.4267, Acc.river: 0.2962, Acc.bridge: 0.6688, Acc.bookcase: 0.4755, Acc.blind: 0.3402, Acc.coffee table: 0.7237, Acc.toilet: 0.8954, Acc.flower: 0.4025, Acc.book: 0.6105, Acc.hill: 0.0375, Acc.bench: 0.5037, Acc.countertop: 0.6055, Acc.stove: 0.7596, Acc.palm: 0.5883, Acc.kitchen island: 0.6108, Acc.computer: 0.7851, Acc.swivel chair: 0.6307, Acc.boat: 0.8682, Acc.bar: 0.4511, Acc.arcade machine: 0.6037, Acc.hovel: 0.1537, Acc.bus: 0.9067, Acc.towel: 0.6488, Acc.light: 0.2261, Acc.truck: 0.4185, Acc.tower: 0.3384, Acc.chandelier: 0.8455, Acc.awning: 0.2629, Acc.streetlight: 0.2154, Acc.booth: 0.2253, Acc.television receiver: 0.8136, Acc.airplane: 0.6320, Acc.dirt track: 0.0000, Acc.apparel: 0.4780, Acc.pole: 0.1366, Acc.land: 0.0000, Acc.bannister: 0.0354, Acc.escalator: 0.3760, Acc.ottoman: 0.3986, Acc.bottle: 0.2907, Acc.buffet: 0.1506, Acc.poster: 0.0377, Acc.stage: 0.1854, Acc.van: 0.2168, Acc.ship: 0.6605, Acc.fountain: 0.2454, Acc.conveyer belt: 0.7478, Acc.canopy: 0.2589, Acc.washer: 0.7305, Acc.plaything: 0.4358, Acc.swimming pool: 0.7859, Acc.stool: 0.0493, Acc.barrel: 0.6498, Acc.basket: 0.3913, Acc.waterfall: 0.6068, Acc.tent: 0.9905, Acc.bag: 0.0134, Acc.minibike: 0.7724, Acc.cradle: 0.9314, Acc.oven: 0.0012, Acc.ball: 0.5449, Acc.food: 0.6158, Acc.step: 0.0000, Acc.tank: 0.4717, Acc.trade name: 0.1853, Acc.microwave: 0.8858, Acc.pot: 0.3157, Acc.animal: 0.7316, Acc.bicycle: 0.6258, Acc.lake: 0.0000, Acc.dishwasher: 0.4316, Acc.screen: 0.8466, Acc.blanket: 0.0000, Acc.sculpture: 0.5332, Acc.hood: 0.3074, Acc.sconce: 0.0342, Acc.vase: 0.3650, Acc.traffic light: 0.2488, Acc.tray: 0.0150, Acc.ashcan: 0.3573, Acc.fan: 0.4417, Acc.pier: 0.3847, Acc.crt screen: 0.1428, Acc.plate: 0.5956, Acc.monitor: 0.0726, Acc.bulletin board: 0.4463, Acc.shower: 0.0000, Acc.radiator: 0.4697, Acc.glass: 0.0210, Acc.clock: 0.2269, Acc.flag: 0.3889
2022-08-14 17:52:34,366 - mmseg - INFO - Iter [4050/40000] lr: 9.093e-05, eta: 5:59:05, time: 16.226, data_time: 15.842, memory: 26025, decode.loss_ce: 0.6083, decode.acc_seg: 78.2283, loss: 0.6083
2022-08-14 17:52:53,817 - mmseg - INFO - Iter [4100/40000] lr: 9.082e-05, eta: 5:57:03, time: 0.389, data_time: 0.009, memory: 26025, decode.loss_ce: 0.6479, decode.acc_seg: 76.8274, loss: 0.6479
2022-08-14 17:53:13,396 - mmseg - INFO - Iter [4150/40000] lr: 9.071e-05, eta: 5:55:05, time: 0.392, data_time: 0.008, memory: 26025, decode.loss_ce: 0.6127, decode.acc_seg: 77.7357, loss: 0.6127
2022-08-14 17:53:33,128 - mmseg - INFO - Iter [4200/40000] lr: 9.060e-05, eta: 5:53:10, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.6176, decode.acc_seg: 77.5267, loss: 0.6176
2022-08-14 17:53:53,025 - mmseg - INFO - Iter [4250/40000] lr: 9.048e-05, eta: 5:51:19, time: 0.398, data_time: 0.008, memory: 26025, decode.loss_ce: 0.6249, decode.acc_seg: 77.3638, loss: 0.6249
2022-08-14 17:54:13,219 - mmseg - INFO - Iter [4300/40000] lr: 9.037e-05, eta: 5:49:32, time: 0.404, data_time: 0.009, memory: 26025, decode.loss_ce: 0.6060, decode.acc_seg: 77.7787, loss: 0.6060
2022-08-14 17:54:32,748 - mmseg - INFO - Iter [4350/40000] lr: 9.026e-05, eta: 5:47:42, time: 0.391, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5959, decode.acc_seg: 78.7320, loss: 0.5959
2022-08-14 17:54:52,372 - mmseg - INFO - Iter [4400/40000] lr: 9.015e-05, eta: 5:45:55, time: 0.392, data_time: 0.009, memory: 26025, decode.loss_ce: 0.6130, decode.acc_seg: 78.0719, loss: 0.6130
2022-08-14 17:55:14,688 - mmseg - INFO - Iter [4450/40000] lr: 9.003e-05, eta: 5:44:31, time: 0.446, data_time: 0.066, memory: 26025, decode.loss_ce: 0.6102, decode.acc_seg: 77.3340, loss: 0.6102
2022-08-14 17:55:34,262 - mmseg - INFO - Iter [4500/40000] lr: 8.992e-05, eta: 5:42:47, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5948, decode.acc_seg: 78.0619, loss: 0.5948
2022-08-14 17:55:53,610 - mmseg - INFO - Iter [4550/40000] lr: 8.981e-05, eta: 5:41:03, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5701, decode.acc_seg: 78.8414, loss: 0.5701
2022-08-14 17:56:13,280 - mmseg - INFO - Iter [4600/40000] lr: 8.969e-05, eta: 5:39:24, time: 0.393, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5795, decode.acc_seg: 78.3062, loss: 0.5795
2022-08-14 17:56:32,703 - mmseg - INFO - Iter [4650/40000] lr: 8.958e-05, eta: 5:37:44, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.6117, decode.acc_seg: 77.4814, loss: 0.6117
2022-08-14 17:56:52,194 - mmseg - INFO - Iter [4700/40000] lr: 8.947e-05, eta: 5:36:06, time: 0.390, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5765, decode.acc_seg: 79.0652, loss: 0.5765
2022-08-14 17:57:11,864 - mmseg - INFO - Iter [4750/40000] lr: 8.936e-05, eta: 5:34:32, time: 0.393, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5829, decode.acc_seg: 78.5919, loss: 0.5829
2022-08-14 17:57:31,517 - mmseg - INFO - Iter [4800/40000] lr: 8.924e-05, eta: 5:32:59, time: 0.393, data_time: 0.008, memory: 26025, decode.loss_ce: 0.6008, decode.acc_seg: 78.1908, loss: 0.6008
2022-08-14 17:57:51,159 - mmseg - INFO - Iter [4850/40000] lr: 8.913e-05, eta: 5:31:27, time: 0.393, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5879, decode.acc_seg: 78.1470, loss: 0.5879
2022-08-14 17:58:11,084 - mmseg - INFO - Iter [4900/40000] lr: 8.902e-05, eta: 5:29:59, time: 0.398, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5842, decode.acc_seg: 78.7659, loss: 0.5842
2022-08-14 17:58:30,538 - mmseg - INFO - Iter [4950/40000] lr: 8.890e-05, eta: 5:28:28, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5852, decode.acc_seg: 78.3575, loss: 0.5852
2022-08-14 17:58:50,041 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 17:58:50,042 - mmseg - INFO - Iter [5000/40000] lr: 8.879e-05, eta: 5:27:00, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5878, decode.acc_seg: 78.1863, loss: 0.5878
2022-08-14 17:59:12,268 - mmseg - INFO - Iter [5050/40000] lr: 8.868e-05, eta: 5:25:52, time: 0.444, data_time: 0.058, memory: 26025, decode.loss_ce: 0.6126, decode.acc_seg: 77.7521, loss: 0.6126
2022-08-14 17:59:31,827 - mmseg - INFO - Iter [5100/40000] lr: 8.857e-05, eta: 5:24:26, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5590, decode.acc_seg: 79.2958, loss: 0.5590
2022-08-14 17:59:51,371 - mmseg - INFO - Iter [5150/40000] lr: 8.845e-05, eta: 5:23:02, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5430, decode.acc_seg: 79.4691, loss: 0.5430
2022-08-14 18:00:10,800 - mmseg - INFO - Iter [5200/40000] lr: 8.834e-05, eta: 5:21:38, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5657, decode.acc_seg: 79.3628, loss: 0.5657
2022-08-14 18:00:30,402 - mmseg - INFO - Iter [5250/40000] lr: 8.823e-05, eta: 5:20:17, time: 0.392, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5588, decode.acc_seg: 79.5427, loss: 0.5588
2022-08-14 18:00:50,044 - mmseg - INFO - Iter [5300/40000] lr: 8.811e-05, eta: 5:18:56, time: 0.392, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5713, decode.acc_seg: 79.0523, loss: 0.5713
2022-08-14 18:01:09,714 - mmseg - INFO - Iter [5350/40000] lr: 8.800e-05, eta: 5:17:38, time: 0.394, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5438, decode.acc_seg: 79.6503, loss: 0.5438
2022-08-14 18:01:29,543 - mmseg - INFO - Iter [5400/40000] lr: 8.789e-05, eta: 5:16:21, time: 0.397, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5676, decode.acc_seg: 79.0184, loss: 0.5676
2022-08-14 18:01:49,277 - mmseg - INFO - Iter [5450/40000] lr: 8.778e-05, eta: 5:15:05, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5619, decode.acc_seg: 79.4423, loss: 0.5619
2022-08-14 18:02:09,040 - mmseg - INFO - Iter [5500/40000] lr: 8.766e-05, eta: 5:13:50, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5689, decode.acc_seg: 78.7501, loss: 0.5689
2022-08-14 18:02:28,949 - mmseg - INFO - Iter [5550/40000] lr: 8.755e-05, eta: 5:12:37, time: 0.398, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5607, decode.acc_seg: 79.4280, loss: 0.5607
2022-08-14 18:02:48,385 - mmseg - INFO - Iter [5600/40000] lr: 8.744e-05, eta: 5:11:22, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5835, decode.acc_seg: 78.9429, loss: 0.5835
2022-08-14 18:03:08,029 - mmseg - INFO - Iter [5650/40000] lr: 8.732e-05, eta: 5:10:09, time: 0.392, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5775, decode.acc_seg: 78.3753, loss: 0.5775
2022-08-14 18:03:30,340 - mmseg - INFO - Iter [5700/40000] lr: 8.721e-05, eta: 5:09:13, time: 0.447, data_time: 0.057, memory: 26025, decode.loss_ce: 0.5637, decode.acc_seg: 79.2490, loss: 0.5637
2022-08-14 18:03:49,767 - mmseg - INFO - Iter [5750/40000] lr: 8.710e-05, eta: 5:08:01, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5483, decode.acc_seg: 80.2965, loss: 0.5483
2022-08-14 18:04:09,241 - mmseg - INFO - Iter [5800/40000] lr: 8.698e-05, eta: 5:06:49, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5383, decode.acc_seg: 80.2429, loss: 0.5383
2022-08-14 18:04:28,552 - mmseg - INFO - Iter [5850/40000] lr: 8.687e-05, eta: 5:05:38, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5289, decode.acc_seg: 80.5361, loss: 0.5289
2022-08-14 18:04:47,938 - mmseg - INFO - Iter [5900/40000] lr: 8.676e-05, eta: 5:04:28, time: 0.388, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5561, decode.acc_seg: 79.5091, loss: 0.5561
2022-08-14 18:05:07,399 - mmseg - INFO - Iter [5950/40000] lr: 8.664e-05, eta: 5:03:19, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5432, decode.acc_seg: 79.7899, loss: 0.5432
2022-08-14 18:05:26,853 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:05:26,854 - mmseg - INFO - Iter [6000/40000] lr: 8.653e-05, eta: 5:02:11, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5466, decode.acc_seg: 79.7835, loss: 0.5466
2022-08-14 18:05:46,329 - mmseg - INFO - Iter [6050/40000] lr: 8.642e-05, eta: 5:01:04, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5662, decode.acc_seg: 79.0416, loss: 0.5662
2022-08-14 18:06:06,088 - mmseg - INFO - Iter [6100/40000] lr: 8.630e-05, eta: 5:00:00, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5336, decode.acc_seg: 80.4171, loss: 0.5336
2022-08-14 18:06:26,231 - mmseg - INFO - Iter [6150/40000] lr: 8.619e-05, eta: 4:58:58, time: 0.403, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5605, decode.acc_seg: 79.4664, loss: 0.5605
2022-08-14 18:06:45,607 - mmseg - INFO - Iter [6200/40000] lr: 8.608e-05, eta: 4:57:53, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5541, decode.acc_seg: 79.8111, loss: 0.5541
2022-08-14 18:07:05,128 - mmseg - INFO - Iter [6250/40000] lr: 8.596e-05, eta: 4:56:49, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5325, decode.acc_seg: 80.0821, loss: 0.5325
2022-08-14 18:07:24,595 - mmseg - INFO - Iter [6300/40000] lr: 8.585e-05, eta: 4:55:45, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5650, decode.acc_seg: 78.9718, loss: 0.5650
2022-08-14 18:07:46,805 - mmseg - INFO - Iter [6350/40000] lr: 8.574e-05, eta: 4:54:57, time: 0.444, data_time: 0.056, memory: 26025, decode.loss_ce: 0.5521, decode.acc_seg: 79.3557, loss: 0.5521
2022-08-14 18:08:06,214 - mmseg - INFO - Iter [6400/40000] lr: 8.562e-05, eta: 4:53:55, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5444, decode.acc_seg: 80.1798, loss: 0.5444
2022-08-14 18:08:25,734 - mmseg - INFO - Iter [6450/40000] lr: 8.551e-05, eta: 4:52:54, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5330, decode.acc_seg: 80.2754, loss: 0.5330
2022-08-14 18:08:45,188 - mmseg - INFO - Iter [6500/40000] lr: 8.540e-05, eta: 4:51:53, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5228, decode.acc_seg: 80.1076, loss: 0.5228
2022-08-14 18:09:04,581 - mmseg - INFO - Iter [6550/40000] lr: 8.528e-05, eta: 4:50:52, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5154, decode.acc_seg: 80.4890, loss: 0.5154
2022-08-14 18:09:23,888 - mmseg - INFO - Iter [6600/40000] lr: 8.517e-05, eta: 4:49:52, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5485, decode.acc_seg: 80.3885, loss: 0.5485
2022-08-14 18:09:43,440 - mmseg - INFO - Iter [6650/40000] lr: 8.506e-05, eta: 4:48:53, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5465, decode.acc_seg: 79.2736, loss: 0.5465
2022-08-14 18:10:03,305 - mmseg - INFO - Iter [6700/40000] lr: 8.494e-05, eta: 4:47:57, time: 0.397, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5211, decode.acc_seg: 80.7135, loss: 0.5211
2022-08-14 18:10:23,136 - mmseg - INFO - Iter [6750/40000] lr: 8.483e-05, eta: 4:47:01, time: 0.397, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5445, decode.acc_seg: 79.5631, loss: 0.5445
2022-08-14 18:10:42,655 - mmseg - INFO - Iter [6800/40000] lr: 8.472e-05, eta: 4:46:04, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5365, decode.acc_seg: 80.1601, loss: 0.5365
2022-08-14 18:11:02,091 - mmseg - INFO - Iter [6850/40000] lr: 8.460e-05, eta: 4:45:07, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5380, decode.acc_seg: 80.1168, loss: 0.5380
2022-08-14 18:11:21,549 - mmseg - INFO - Iter [6900/40000] lr: 8.449e-05, eta: 4:44:11, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5567, decode.acc_seg: 79.2156, loss: 0.5567
2022-08-14 18:11:43,693 - mmseg - INFO - Iter [6950/40000] lr: 8.438e-05, eta: 4:43:28, time: 0.443, data_time: 0.061, memory: 26025, decode.loss_ce: 0.5418, decode.acc_seg: 79.9576, loss: 0.5418
2022-08-14 18:12:03,443 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:12:03,443 - mmseg - INFO - Iter [7000/40000] lr: 8.426e-05, eta: 4:42:34, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5219, decode.acc_seg: 80.1662, loss: 0.5219
2022-08-14 18:12:22,798 - mmseg - INFO - Iter [7050/40000] lr: 8.415e-05, eta: 4:41:38, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5055, decode.acc_seg: 81.3729, loss: 0.5055
2022-08-14 18:12:42,305 - mmseg - INFO - Iter [7100/40000] lr: 8.404e-05, eta: 4:40:44, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5031, decode.acc_seg: 81.1775, loss: 0.5031
2022-08-14 18:13:01,873 - mmseg - INFO - Iter [7150/40000] lr: 8.392e-05, eta: 4:39:51, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5194, decode.acc_seg: 81.2434, loss: 0.5194
2022-08-14 18:13:21,215 - mmseg - INFO - Iter [7200/40000] lr: 8.381e-05, eta: 4:38:57, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5211, decode.acc_seg: 80.3881, loss: 0.5211
2022-08-14 18:13:40,906 - mmseg - INFO - Iter [7250/40000] lr: 8.370e-05, eta: 4:38:05, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5005, decode.acc_seg: 80.8099, loss: 0.5005
2022-08-14 18:14:00,343 - mmseg - INFO - Iter [7300/40000] lr: 8.358e-05, eta: 4:37:13, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5395, decode.acc_seg: 79.7550, loss: 0.5395
2022-08-14 18:14:19,959 - mmseg - INFO - Iter [7350/40000] lr: 8.347e-05, eta: 4:36:21, time: 0.392, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5016, decode.acc_seg: 81.2120, loss: 0.5016
2022-08-14 18:14:39,638 - mmseg - INFO - Iter [7400/40000] lr: 8.335e-05, eta: 4:35:31, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5364, decode.acc_seg: 80.0598, loss: 0.5364
2022-08-14 18:14:58,957 - mmseg - INFO - Iter [7450/40000] lr: 8.324e-05, eta: 4:34:39, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5300, decode.acc_seg: 80.2725, loss: 0.5300
2022-08-14 18:15:18,473 - mmseg - INFO - Iter [7500/40000] lr: 8.313e-05, eta: 4:33:49, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5311, decode.acc_seg: 79.9607, loss: 0.5311
2022-08-14 18:15:37,745 - mmseg - INFO - Iter [7550/40000] lr: 8.301e-05, eta: 4:32:58, time: 0.385, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5457, decode.acc_seg: 79.6382, loss: 0.5457
2022-08-14 18:15:59,890 - mmseg - INFO - Iter [7600/40000] lr: 8.290e-05, eta: 4:32:19, time: 0.443, data_time: 0.058, memory: 26025, decode.loss_ce: 0.5061, decode.acc_seg: 81.1531, loss: 0.5061
2022-08-14 18:16:19,166 - mmseg - INFO - Iter [7650/40000] lr: 8.279e-05, eta: 4:31:29, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4845, decode.acc_seg: 81.9087, loss: 0.4845
2022-08-14 18:16:38,693 - mmseg - INFO - Iter [7700/40000] lr: 8.267e-05, eta: 4:30:40, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4687, decode.acc_seg: 82.2248, loss: 0.4687
2022-08-14 18:16:58,049 - mmseg - INFO - Iter [7750/40000] lr: 8.256e-05, eta: 4:29:51, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4960, decode.acc_seg: 81.1619, loss: 0.4960
2022-08-14 18:17:17,515 - mmseg - INFO - Iter [7800/40000] lr: 8.244e-05, eta: 4:29:02, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5205, decode.acc_seg: 80.7774, loss: 0.5205
2022-08-14 18:17:37,058 - mmseg - INFO - Iter [7850/40000] lr: 8.233e-05, eta: 4:28:15, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5179, decode.acc_seg: 80.6873, loss: 0.5179
2022-08-14 18:17:56,499 - mmseg - INFO - Iter [7900/40000] lr: 8.222e-05, eta: 4:27:27, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5169, decode.acc_seg: 80.3449, loss: 0.5169
2022-08-14 18:18:15,938 - mmseg - INFO - Iter [7950/40000] lr: 8.210e-05, eta: 4:26:40, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5121, decode.acc_seg: 80.4042, loss: 0.5121
2022-08-14 18:18:35,795 - mmseg - INFO - Saving checkpoint at 8000 iterations
2022-08-14 18:18:37,801 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:18:37,802 - mmseg - INFO - Iter [8000/40000] lr: 8.199e-05, eta: 4:26:02, time: 0.437, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5207, decode.acc_seg: 80.2945, loss: 0.5207
2022-08-14 18:19:01,661 - mmseg - INFO - per class results:
2022-08-14 18:19:01,668 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 75.38 | 86.85 |
| building | 81.08 | 91.2 |
| sky | 93.96 | 97.58 |
| floor | 81.48 | 90.71 |
| tree | 72.3 | 89.78 |
| ceiling | 82.62 | 90.45 |
| road | 81.27 | 89.15 |
| bed | 84.7 | 95.41 |
| windowpane | 59.68 | 78.02 |
| grass | 62.92 | 71.5 |
| cabinet | 56.63 | 69.61 |
| sidewalk | 60.58 | 78.26 |
| person | 78.26 | 89.05 |
| earth | 33.61 | 46.47 |
| door | 42.33 | 56.96 |
| table | 54.41 | 70.75 |
| mountain | 53.0 | 71.52 |
| plant | 47.96 | 59.74 |
| curtain | 70.01 | 82.45 |
| chair | 52.78 | 72.33 |
| car | 82.48 | 93.51 |
| water | 57.94 | 74.78 |
| painting | 68.29 | 85.47 |
| sofa | 60.45 | 78.18 |
| shelf | 40.11 | 54.19 |
| house | 43.49 | 60.14 |
| sea | 71.52 | 89.63 |
| mirror | 57.17 | 65.78 |
| rug | 64.13 | 75.73 |
| field | 24.17 | 50.27 |
| armchair | 31.69 | 43.0 |
| seat | 65.95 | 83.12 |
| fence | 42.85 | 63.5 |
| desk | 39.06 | 57.8 |
| rock | 32.45 | 44.28 |
| wardrobe | 46.2 | 65.55 |
| lamp | 54.6 | 70.45 |
| bathtub | 74.23 | 89.94 |
| railing | 34.64 | 45.95 |
| cushion | 52.74 | 71.25 |
| base | 26.37 | 38.14 |
| box | 23.99 | 32.11 |
| column | 44.62 | 54.23 |
| signboard | 35.29 | 52.37 |
| chest of drawers | 35.65 | 55.13 |
| counter | 28.15 | 37.7 |
| sand | 37.74 | 51.11 |
| sink | 62.91 | 74.79 |
| skyscraper | 42.7 | 47.56 |
| fireplace | 70.15 | 85.94 |
| refrigerator | 70.37 | 80.56 |
| grandstand | 47.81 | 78.28 |
| path | 22.72 | 31.37 |
| stairs | 32.63 | 40.49 |
| runway | 70.96 | 92.08 |
| case | 57.53 | 87.29 |
| pool table | 89.89 | 95.78 |
| pillow | 47.56 | 54.04 |
| screen door | 59.2 | 71.84 |
| stairway | 31.72 | 40.55 |
| river | 21.54 | 42.41 |
| bridge | 42.31 | 61.63 |
| bookcase | 32.39 | 47.38 |
| blind | 37.95 | 42.66 |
| coffee table | 50.27 | 73.84 |
| toilet | 78.54 | 87.43 |
| flower | 37.19 | 54.29 |
| book | 41.47 | 54.77 |
| hill | 7.7 | 10.9 |
| bench | 38.63 | 43.98 |
| countertop | 47.09 | 54.19 |
| stove | 62.33 | 78.25 |
| palm | 46.99 | 65.28 |
| kitchen island | 28.28 | 36.54 |
| computer | 69.72 | 89.81 |
| swivel chair | 41.92 | 54.78 |
| boat | 59.71 | 84.05 |
| bar | 50.11 | 63.59 |
| arcade machine | 79.17 | 92.8 |
| hovel | 54.59 | 63.47 |
| bus | 80.11 | 95.55 |
| towel | 54.86 | 73.99 |
| light | 40.48 | 48.27 |
| truck | 28.22 | 40.65 |
| tower | 33.58 | 57.04 |
| chandelier | 61.79 | 80.53 |
| awning | 26.12 | 35.63 |
| streetlight | 18.09 | 25.12 |
| booth | 26.55 | 41.3 |
| television receiver | 67.17 | 87.31 |
| airplane | 45.94 | 67.55 |
| dirt track | 8.15 | 11.46 |
| apparel | 36.69 | 53.21 |
| pole | 12.9 | 16.28 |
| land | 0.0 | 0.0 |
| bannister | 9.22 | 10.9 |
| escalator | 41.93 | 69.9 |
| ottoman | 42.42 | 56.94 |
| bottle | 25.85 | 29.81 |
| buffet | 37.64 | 46.76 |
| poster | 15.81 | 17.82 |
| stage | 10.4 | 17.68 |
| van | 35.07 | 49.9 |
| ship | 82.17 | 87.13 |
| fountain | 28.31 | 29.47 |
| conveyer belt | 67.84 | 92.53 |
| canopy | 20.23 | 28.47 |
| washer | 66.3 | 82.26 |
| plaything | 22.83 | 28.45 |
| swimming pool | 66.48 | 75.93 |
| stool | 27.76 | 33.15 |
| barrel | 14.24 | 65.1 |
| basket | 30.44 | 36.15 |
| waterfall | 54.73 | 71.42 |
| tent | 92.13 | 99.1 |
| bag | 8.26 | 9.0 |
| minibike | 63.92 | 84.5 |
| cradle | 71.38 | 91.05 |
| oven | 16.79 | 20.61 |
| ball | 29.98 | 33.92 |
| food | 48.25 | 55.3 |
| step | 2.03 | 2.17 |
| tank | 53.64 | 65.45 |
| trade name | 22.4 | 28.28 |
| microwave | 79.39 | 87.76 |
| pot | 31.26 | 36.24 |
| animal | 56.0 | 58.91 |
| bicycle | 54.64 | 69.75 |
| lake | 0.0 | 0.0 |
| dishwasher | 40.58 | 59.46 |
| screen | 73.37 | 82.85 |
| blanket | 0.85 | 0.88 |
| sculpture | 55.6 | 74.7 |
| hood | 46.12 | 55.2 |
| sconce | 11.97 | 12.48 |
| vase | 26.32 | 34.71 |
| traffic light | 23.57 | 37.18 |
| tray | 0.76 | 0.83 |
| ashcan | 38.43 | 45.63 |
| fan | 52.56 | 59.46 |
| pier | 35.68 | 37.39 |
| crt screen | 4.47 | 4.72 |
| plate | 51.69 | 66.24 |
| monitor | 57.78 | 80.45 |
| bulletin board | 41.92 | 46.38 |
| shower | 0.0 | 0.0 |
| radiator | 52.9 | 59.85 |
| glass | 12.35 | 13.37 |
| clock | 30.79 | 36.45 |
| flag | 34.0 | 36.42 |
+---------------------+-------+-------+
2022-08-14 18:19:01,668 - mmseg - INFO - Summary:
2022-08-14 18:19:01,668 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 81.44 | 45.31 | 57.29 |
+-------+-------+-------+
2022-08-14 18:19:01,686 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:19:01,687 - mmseg - INFO - Iter(val) [250] aAcc: 0.8144, mIoU: 0.4531, mAcc: 0.5729, IoU.wall: 0.7538, IoU.building: 0.8108, IoU.sky: 0.9396, IoU.floor: 0.8148, IoU.tree: 0.7230, IoU.ceiling: 0.8262, IoU.road: 0.8127, IoU.bed : 0.8470, IoU.windowpane: 0.5968, IoU.grass: 0.6292, IoU.cabinet: 0.5663, IoU.sidewalk: 0.6058, IoU.person: 0.7826, IoU.earth: 0.3361, IoU.door: 0.4233, IoU.table: 0.5441, IoU.mountain: 0.5300, IoU.plant: 0.4796, IoU.curtain: 0.7001, IoU.chair: 0.5278, IoU.car: 0.8248, IoU.water: 0.5794, IoU.painting: 0.6829, IoU.sofa: 0.6045, IoU.shelf: 0.4011, IoU.house: 0.4349, IoU.sea: 0.7152, IoU.mirror: 0.5717, IoU.rug: 0.6413, IoU.field: 0.2417, IoU.armchair: 0.3169, IoU.seat: 0.6595, IoU.fence: 0.4285, IoU.desk: 0.3906, IoU.rock: 0.3245, IoU.wardrobe: 0.4620, IoU.lamp: 0.5460, IoU.bathtub: 0.7423, IoU.railing: 0.3464, IoU.cushion: 0.5274, IoU.base: 0.2637, IoU.box: 0.2399, IoU.column: 0.4462, IoU.signboard: 0.3529, IoU.chest of drawers: 0.3565, IoU.counter: 0.2815, IoU.sand: 0.3774, IoU.sink: 0.6291, IoU.skyscraper: 0.4270, IoU.fireplace: 0.7015, IoU.refrigerator: 0.7037, IoU.grandstand: 0.4781, IoU.path: 0.2272, IoU.stairs: 0.3263, IoU.runway: 0.7096, IoU.case: 0.5753, IoU.pool table: 0.8989, IoU.pillow: 0.4756, IoU.screen door: 0.5920, IoU.stairway: 0.3172, IoU.river: 0.2154, IoU.bridge: 0.4231, IoU.bookcase: 0.3239, IoU.blind: 0.3795, IoU.coffee table: 0.5027, IoU.toilet: 0.7854, IoU.flower: 0.3719, IoU.book: 0.4147, IoU.hill: 0.0770, IoU.bench: 0.3863, IoU.countertop: 0.4709, IoU.stove: 0.6233, IoU.palm: 0.4699, IoU.kitchen island: 0.2828, IoU.computer: 0.6972, IoU.swivel chair: 0.4192, IoU.boat: 0.5971, IoU.bar: 0.5011, IoU.arcade machine: 0.7917, IoU.hovel: 0.5459, IoU.bus: 0.8011, IoU.towel: 0.5486, IoU.light: 0.4048, IoU.truck: 0.2822, IoU.tower: 0.3358, IoU.chandelier: 0.6179, IoU.awning: 0.2612, IoU.streetlight: 0.1809, IoU.booth: 0.2655, IoU.television receiver: 0.6717, IoU.airplane: 0.4594, IoU.dirt track: 0.0815, IoU.apparel: 0.3669, IoU.pole: 0.1290, IoU.land: 0.0000, IoU.bannister: 0.0922, IoU.escalator: 0.4193, IoU.ottoman: 0.4242, IoU.bottle: 0.2585, IoU.buffet: 0.3764, IoU.poster: 0.1581, IoU.stage: 0.1040, IoU.van: 0.3507, IoU.ship: 0.8217, IoU.fountain: 0.2831, IoU.conveyer belt: 0.6784, IoU.canopy: 0.2023, IoU.washer: 0.6630, IoU.plaything: 0.2283, IoU.swimming pool: 0.6648, IoU.stool: 0.2776, IoU.barrel: 0.1424, IoU.basket: 0.3044, IoU.waterfall: 0.5473, IoU.tent: 0.9213, IoU.bag: 0.0826, IoU.minibike: 0.6392, IoU.cradle: 0.7138, IoU.oven: 0.1679, IoU.ball: 0.2998, IoU.food: 0.4825, IoU.step: 0.0203, IoU.tank: 0.5364, IoU.trade name: 0.2240, IoU.microwave: 0.7939, IoU.pot: 0.3126, IoU.animal: 0.5600, IoU.bicycle: 0.5464, IoU.lake: 0.0000, IoU.dishwasher: 0.4058, IoU.screen: 0.7337, IoU.blanket: 0.0085, IoU.sculpture: 0.5560, IoU.hood: 0.4612, IoU.sconce: 0.1197, IoU.vase: 0.2632, IoU.traffic light: 0.2357, IoU.tray: 0.0076, IoU.ashcan: 0.3843, IoU.fan: 0.5256, IoU.pier: 0.3568, IoU.crt screen: 0.0447, IoU.plate: 0.5169, IoU.monitor: 0.5778, IoU.bulletin board: 0.4192, IoU.shower: 0.0000, IoU.radiator: 0.5290, IoU.glass: 0.1235, IoU.clock: 0.3079, IoU.flag: 0.3400, Acc.wall: 0.8685, Acc.building: 0.9120, Acc.sky: 0.9758, Acc.floor: 0.9071, Acc.tree: 0.8978, Acc.ceiling: 0.9045, Acc.road: 0.8915, Acc.bed : 0.9541, Acc.windowpane: 0.7802, Acc.grass: 0.7150, Acc.cabinet: 0.6961, Acc.sidewalk: 0.7826, Acc.person: 0.8905, Acc.earth: 0.4647, Acc.door: 0.5696, Acc.table: 0.7075, Acc.mountain: 0.7152, Acc.plant: 0.5974, Acc.curtain: 0.8245, Acc.chair: 0.7233, Acc.car: 0.9351, Acc.water: 0.7478, Acc.painting: 0.8547, Acc.sofa: 0.7818, Acc.shelf: 0.5419, Acc.house: 0.6014, Acc.sea: 0.8963, Acc.mirror: 0.6578, Acc.rug: 0.7573, Acc.field: 0.5027, Acc.armchair: 0.4300, Acc.seat: 0.8312, Acc.fence: 0.6350, Acc.desk: 0.5780, Acc.rock: 0.4428, Acc.wardrobe: 0.6555, Acc.lamp: 0.7045, Acc.bathtub: 0.8994, Acc.railing: 0.4595, Acc.cushion: 0.7125, Acc.base: 0.3814, Acc.box: 0.3211, Acc.column: 0.5423, Acc.signboard: 0.5237, Acc.chest of drawers: 0.5513, Acc.counter: 0.3770, Acc.sand: 0.5111, Acc.sink: 0.7479, Acc.skyscraper: 0.4756, Acc.fireplace: 0.8594, Acc.refrigerator: 0.8056, Acc.grandstand: 0.7828, Acc.path: 0.3137, Acc.stairs: 0.4049, Acc.runway: 0.9208, Acc.case: 0.8729, Acc.pool table: 0.9578, Acc.pillow: 0.5404, Acc.screen door: 0.7184, Acc.stairway: 0.4055, Acc.river: 0.4241, Acc.bridge: 0.6163, Acc.bookcase: 0.4738, Acc.blind: 0.4266, Acc.coffee table: 0.7384, Acc.toilet: 0.8743, Acc.flower: 0.5429, Acc.book: 0.5477, Acc.hill: 0.1090, Acc.bench: 0.4398, Acc.countertop: 0.5419, Acc.stove: 0.7825, Acc.palm: 0.6528, Acc.kitchen island: 0.3654, Acc.computer: 0.8981, Acc.swivel chair: 0.5478, Acc.boat: 0.8405, Acc.bar: 0.6359, Acc.arcade machine: 0.9280, Acc.hovel: 0.6347, Acc.bus: 0.9555, Acc.towel: 0.7399, Acc.light: 0.4827, Acc.truck: 0.4065, Acc.tower: 0.5704, Acc.chandelier: 0.8053, Acc.awning: 0.3563, Acc.streetlight: 0.2512, Acc.booth: 0.4130, Acc.television receiver: 0.8731, Acc.airplane: 0.6755, Acc.dirt track: 0.1146, Acc.apparel: 0.5321, Acc.pole: 0.1628, Acc.land: 0.0000, Acc.bannister: 0.1090, Acc.escalator: 0.6990, Acc.ottoman: 0.5694, Acc.bottle: 0.2981, Acc.buffet: 0.4676, Acc.poster: 0.1782, Acc.stage: 0.1768, Acc.van: 0.4990, Acc.ship: 0.8713, Acc.fountain: 0.2947, Acc.conveyer belt: 0.9253, Acc.canopy: 0.2847, Acc.washer: 0.8226, Acc.plaything: 0.2845, Acc.swimming pool: 0.7593, Acc.stool: 0.3315, Acc.barrel: 0.6510, Acc.basket: 0.3615, Acc.waterfall: 0.7142, Acc.tent: 0.9910, Acc.bag: 0.0900, Acc.minibike: 0.8450, Acc.cradle: 0.9105, Acc.oven: 0.2061, Acc.ball: 0.3392, Acc.food: 0.5530, Acc.step: 0.0217, Acc.tank: 0.6545, Acc.trade name: 0.2828, Acc.microwave: 0.8776, Acc.pot: 0.3624, Acc.animal: 0.5891, Acc.bicycle: 0.6975, Acc.lake: 0.0000, Acc.dishwasher: 0.5946, Acc.screen: 0.8285, Acc.blanket: 0.0088, Acc.sculpture: 0.7470, Acc.hood: 0.5520, Acc.sconce: 0.1248, Acc.vase: 0.3471, Acc.traffic light: 0.3718, Acc.tray: 0.0083, Acc.ashcan: 0.4563, Acc.fan: 0.5946, Acc.pier: 0.3739, Acc.crt screen: 0.0472, Acc.plate: 0.6624, Acc.monitor: 0.8045, Acc.bulletin board: 0.4638, Acc.shower: 0.0000, Acc.radiator: 0.5985, Acc.glass: 0.1337, Acc.clock: 0.3645, Acc.flag: 0.3642
2022-08-14 18:19:21,145 - mmseg - INFO - Iter [8050/40000] lr: 8.188e-05, eta: 4:26:50, time: 0.867, data_time: 0.485, memory: 26025, decode.loss_ce: 0.5001, decode.acc_seg: 81.6464, loss: 0.5001
2022-08-14 18:19:40,574 - mmseg - INFO - Iter [8100/40000] lr: 8.176e-05, eta: 4:26:03, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5189, decode.acc_seg: 80.6075, loss: 0.5189
2022-08-14 18:19:59,848 - mmseg - INFO - Iter [8150/40000] lr: 8.165e-05, eta: 4:25:16, time: 0.386, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5043, decode.acc_seg: 80.4578, loss: 0.5043
2022-08-14 18:20:19,001 - mmseg - INFO - Iter [8200/40000] lr: 8.153e-05, eta: 4:24:28, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5138, decode.acc_seg: 80.2254, loss: 0.5138
2022-08-14 18:20:41,125 - mmseg - INFO - Iter [8250/40000] lr: 8.142e-05, eta: 4:23:52, time: 0.442, data_time: 0.065, memory: 26025, decode.loss_ce: 0.4764, decode.acc_seg: 82.1158, loss: 0.4764
2022-08-14 18:21:00,532 - mmseg - INFO - Iter [8300/40000] lr: 8.131e-05, eta: 4:23:06, time: 0.389, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4947, decode.acc_seg: 81.8548, loss: 0.4947
2022-08-14 18:21:20,070 - mmseg - INFO - Iter [8350/40000] lr: 8.119e-05, eta: 4:22:21, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5026, decode.acc_seg: 81.3997, loss: 0.5026
2022-08-14 18:21:39,560 - mmseg - INFO - Iter [8400/40000] lr: 8.108e-05, eta: 4:21:36, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4796, decode.acc_seg: 81.7164, loss: 0.4796
2022-08-14 18:21:59,101 - mmseg - INFO - Iter [8450/40000] lr: 8.096e-05, eta: 4:20:51, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5035, decode.acc_seg: 80.9057, loss: 0.5035
2022-08-14 18:22:18,587 - mmseg - INFO - Iter [8500/40000] lr: 8.085e-05, eta: 4:20:07, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5114, decode.acc_seg: 80.9643, loss: 0.5114
2022-08-14 18:22:37,988 - mmseg - INFO - Iter [8550/40000] lr: 8.074e-05, eta: 4:19:22, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4995, decode.acc_seg: 81.2152, loss: 0.4995
2022-08-14 18:22:57,587 - mmseg - INFO - Iter [8600/40000] lr: 8.062e-05, eta: 4:18:39, time: 0.392, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4922, decode.acc_seg: 81.7766, loss: 0.4922
2022-08-14 18:23:17,041 - mmseg - INFO - Iter [8650/40000] lr: 8.051e-05, eta: 4:17:55, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4985, decode.acc_seg: 81.5612, loss: 0.4985
2022-08-14 18:23:36,481 - mmseg - INFO - Iter [8700/40000] lr: 8.039e-05, eta: 4:17:11, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4836, decode.acc_seg: 81.6819, loss: 0.4836
2022-08-14 18:23:55,899 - mmseg - INFO - Iter [8750/40000] lr: 8.028e-05, eta: 4:16:28, time: 0.389, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4884, decode.acc_seg: 81.7613, loss: 0.4884
2022-08-14 18:24:15,453 - mmseg - INFO - Iter [8800/40000] lr: 8.016e-05, eta: 4:15:45, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4968, decode.acc_seg: 81.3844, loss: 0.4968
2022-08-14 18:24:37,278 - mmseg - INFO - Iter [8850/40000] lr: 8.005e-05, eta: 4:15:11, time: 0.436, data_time: 0.061, memory: 26025, decode.loss_ce: 0.4928, decode.acc_seg: 81.5273, loss: 0.4928
2022-08-14 18:24:56,734 - mmseg - INFO - Iter [8900/40000] lr: 7.994e-05, eta: 4:14:29, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4958, decode.acc_seg: 81.4358, loss: 0.4958
2022-08-14 18:25:16,265 - mmseg - INFO - Iter [8950/40000] lr: 7.982e-05, eta: 4:13:47, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4929, decode.acc_seg: 81.3112, loss: 0.4929
2022-08-14 18:25:35,791 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:25:35,792 - mmseg - INFO - Iter [9000/40000] lr: 7.971e-05, eta: 4:13:05, time: 0.391, data_time: 0.009, memory: 26025, decode.loss_ce: 0.5009, decode.acc_seg: 80.8784, loss: 0.5009
2022-08-14 18:25:55,075 - mmseg - INFO - Iter [9050/40000] lr: 7.959e-05, eta: 4:12:23, time: 0.385, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4936, decode.acc_seg: 81.7226, loss: 0.4936
2022-08-14 18:26:14,657 - mmseg - INFO - Iter [9100/40000] lr: 7.948e-05, eta: 4:11:41, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4760, decode.acc_seg: 81.9699, loss: 0.4760
2022-08-14 18:26:33,954 - mmseg - INFO - Iter [9150/40000] lr: 7.937e-05, eta: 4:11:00, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4640, decode.acc_seg: 82.2199, loss: 0.4640
2022-08-14 18:26:53,590 - mmseg - INFO - Iter [9200/40000] lr: 7.925e-05, eta: 4:10:19, time: 0.393, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4826, decode.acc_seg: 81.9588, loss: 0.4826
2022-08-14 18:27:13,356 - mmseg - INFO - Iter [9250/40000] lr: 7.914e-05, eta: 4:09:40, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4839, decode.acc_seg: 81.7342, loss: 0.4839
2022-08-14 18:27:32,720 - mmseg - INFO - Iter [9300/40000] lr: 7.902e-05, eta: 4:08:59, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4736, decode.acc_seg: 82.2275, loss: 0.4736
2022-08-14 18:27:51,917 - mmseg - INFO - Iter [9350/40000] lr: 7.891e-05, eta: 4:08:18, time: 0.384, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4821, decode.acc_seg: 81.6301, loss: 0.4821
2022-08-14 18:28:11,194 - mmseg - INFO - Iter [9400/40000] lr: 7.879e-05, eta: 4:07:37, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4844, decode.acc_seg: 82.0427, loss: 0.4844
2022-08-14 18:28:30,532 - mmseg - INFO - Iter [9450/40000] lr: 7.868e-05, eta: 4:06:57, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4899, decode.acc_seg: 81.1838, loss: 0.4899
2022-08-14 18:28:52,628 - mmseg - INFO - Iter [9500/40000] lr: 7.856e-05, eta: 4:06:26, time: 0.442, data_time: 0.054, memory: 26025, decode.loss_ce: 0.4665, decode.acc_seg: 82.4096, loss: 0.4665
2022-08-14 18:29:12,119 - mmseg - INFO - Iter [9550/40000] lr: 7.845e-05, eta: 4:05:46, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4694, decode.acc_seg: 82.0927, loss: 0.4694
2022-08-14 18:29:31,481 - mmseg - INFO - Iter [9600/40000] lr: 7.834e-05, eta: 4:05:07, time: 0.387, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4617, decode.acc_seg: 82.6034, loss: 0.4617
2022-08-14 18:29:50,710 - mmseg - INFO - Iter [9650/40000] lr: 7.822e-05, eta: 4:04:27, time: 0.384, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4761, decode.acc_seg: 82.1222, loss: 0.4761
2022-08-14 18:30:10,236 - mmseg - INFO - Iter [9700/40000] lr: 7.811e-05, eta: 4:03:48, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4674, decode.acc_seg: 82.3039, loss: 0.4674
2022-08-14 18:30:29,421 - mmseg - INFO - Iter [9750/40000] lr: 7.799e-05, eta: 4:03:09, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4626, decode.acc_seg: 82.3646, loss: 0.4626
2022-08-14 18:30:49,203 - mmseg - INFO - Iter [9800/40000] lr: 7.788e-05, eta: 4:02:31, time: 0.396, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4822, decode.acc_seg: 81.7737, loss: 0.4822
2022-08-14 18:31:08,707 - mmseg - INFO - Iter [9850/40000] lr: 7.776e-05, eta: 4:01:53, time: 0.390, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4760, decode.acc_seg: 82.1137, loss: 0.4760
2022-08-14 18:31:27,880 - mmseg - INFO - Iter [9900/40000] lr: 7.765e-05, eta: 4:01:14, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.5040, decode.acc_seg: 80.8713, loss: 0.5040
2022-08-14 18:31:47,218 - mmseg - INFO - Iter [9950/40000] lr: 7.753e-05, eta: 4:00:36, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4700, decode.acc_seg: 82.4465, loss: 0.4700
2022-08-14 18:32:06,655 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:32:06,655 - mmseg - INFO - Iter [10000/40000] lr: 7.742e-05, eta: 3:59:58, time: 0.389, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4679, decode.acc_seg: 82.1414, loss: 0.4679
2022-08-14 18:32:26,028 - mmseg - INFO - Iter [10050/40000] lr: 7.730e-05, eta: 3:59:20, time: 0.388, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4769, decode.acc_seg: 81.9179, loss: 0.4769
2022-08-14 18:32:48,166 - mmseg - INFO - Iter [10100/40000] lr: 7.719e-05, eta: 3:58:51, time: 0.443, data_time: 0.062, memory: 26025, decode.loss_ce: 0.4802, decode.acc_seg: 81.7691, loss: 0.4802
2022-08-14 18:33:07,876 - mmseg - INFO - Iter [10150/40000] lr: 7.708e-05, eta: 3:58:14, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4400, decode.acc_seg: 83.2992, loss: 0.4400
2022-08-14 18:33:27,569 - mmseg - INFO - Iter [10200/40000] lr: 7.696e-05, eta: 3:57:38, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4488, decode.acc_seg: 82.8875, loss: 0.4488
2022-08-14 18:33:46,951 - mmseg - INFO - Iter [10250/40000] lr: 7.685e-05, eta: 3:57:01, time: 0.388, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4551, decode.acc_seg: 82.9150, loss: 0.4551
2022-08-14 18:34:06,352 - mmseg - INFO - Iter [10300/40000] lr: 7.673e-05, eta: 3:56:24, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4831, decode.acc_seg: 81.8050, loss: 0.4831
2022-08-14 18:34:25,642 - mmseg - INFO - Iter [10350/40000] lr: 7.662e-05, eta: 3:55:47, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4570, decode.acc_seg: 82.1388, loss: 0.4570
2022-08-14 18:34:45,215 - mmseg - INFO - Iter [10400/40000] lr: 7.650e-05, eta: 3:55:11, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4737, decode.acc_seg: 82.3297, loss: 0.4737
2022-08-14 18:35:04,910 - mmseg - INFO - Iter [10450/40000] lr: 7.639e-05, eta: 3:54:35, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4625, decode.acc_seg: 82.2539, loss: 0.4625
2022-08-14 18:35:24,403 - mmseg - INFO - Iter [10500/40000] lr: 7.627e-05, eta: 3:53:59, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4617, decode.acc_seg: 82.4027, loss: 0.4617
2022-08-14 18:35:43,947 - mmseg - INFO - Iter [10550/40000] lr: 7.616e-05, eta: 3:53:24, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4488, decode.acc_seg: 82.9834, loss: 0.4488
2022-08-14 18:36:03,319 - mmseg - INFO - Iter [10600/40000] lr: 7.604e-05, eta: 3:52:48, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4717, decode.acc_seg: 82.3512, loss: 0.4717
2022-08-14 18:36:24,725 - mmseg - INFO - Iter [10650/40000] lr: 7.593e-05, eta: 3:52:18, time: 0.428, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4581, decode.acc_seg: 82.5584, loss: 0.4581
2022-08-14 18:36:44,046 - mmseg - INFO - Iter [10700/40000] lr: 7.581e-05, eta: 3:51:42, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4740, decode.acc_seg: 81.7559, loss: 0.4740
2022-08-14 18:37:06,046 - mmseg - INFO - Iter [10750/40000] lr: 7.570e-05, eta: 3:51:13, time: 0.440, data_time: 0.056, memory: 26025, decode.loss_ce: 0.4427, decode.acc_seg: 82.8395, loss: 0.4427
2022-08-14 18:37:25,479 - mmseg - INFO - Iter [10800/40000] lr: 7.558e-05, eta: 3:50:38, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4608, decode.acc_seg: 82.9722, loss: 0.4608
2022-08-14 18:37:45,084 - mmseg - INFO - Iter [10850/40000] lr: 7.547e-05, eta: 3:50:03, time: 0.392, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4453, decode.acc_seg: 82.9278, loss: 0.4453
2022-08-14 18:38:04,479 - mmseg - INFO - Iter [10900/40000] lr: 7.535e-05, eta: 3:49:28, time: 0.388, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4421, decode.acc_seg: 82.7973, loss: 0.4421
2022-08-14 18:38:23,752 - mmseg - INFO - Iter [10950/40000] lr: 7.524e-05, eta: 3:48:53, time: 0.386, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4730, decode.acc_seg: 82.0427, loss: 0.4730
2022-08-14 18:38:42,925 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:38:42,925 - mmseg - INFO - Iter [11000/40000] lr: 7.512e-05, eta: 3:48:17, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4614, decode.acc_seg: 82.7646, loss: 0.4614
2022-08-14 18:39:02,444 - mmseg - INFO - Iter [11050/40000] lr: 7.501e-05, eta: 3:47:43, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4489, decode.acc_seg: 83.1671, loss: 0.4489
2022-08-14 18:39:21,698 - mmseg - INFO - Iter [11100/40000] lr: 7.489e-05, eta: 3:47:08, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4693, decode.acc_seg: 82.3902, loss: 0.4693
2022-08-14 18:39:40,868 - mmseg - INFO - Iter [11150/40000] lr: 7.478e-05, eta: 3:46:33, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4435, decode.acc_seg: 83.1565, loss: 0.4435
2022-08-14 18:40:00,393 - mmseg - INFO - Iter [11200/40000] lr: 7.466e-05, eta: 3:45:59, time: 0.391, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4583, decode.acc_seg: 82.4380, loss: 0.4583
2022-08-14 18:40:19,674 - mmseg - INFO - Iter [11250/40000] lr: 7.455e-05, eta: 3:45:25, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4606, decode.acc_seg: 82.7589, loss: 0.4606
2022-08-14 18:40:39,118 - mmseg - INFO - Iter [11300/40000] lr: 7.443e-05, eta: 3:44:51, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4517, decode.acc_seg: 83.0854, loss: 0.4517
2022-08-14 18:40:58,386 - mmseg - INFO - Iter [11350/40000] lr: 7.432e-05, eta: 3:44:17, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4470, decode.acc_seg: 82.9632, loss: 0.4470
2022-08-14 18:41:20,338 - mmseg - INFO - Iter [11400/40000] lr: 7.420e-05, eta: 3:43:49, time: 0.439, data_time: 0.054, memory: 26025, decode.loss_ce: 0.4387, decode.acc_seg: 83.3994, loss: 0.4387
2022-08-14 18:41:39,541 - mmseg - INFO - Iter [11450/40000] lr: 7.409e-05, eta: 3:43:15, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4341, decode.acc_seg: 83.4474, loss: 0.4341
2022-08-14 18:41:58,846 - mmseg - INFO - Iter [11500/40000] lr: 7.397e-05, eta: 3:42:41, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4426, decode.acc_seg: 83.1342, loss: 0.4426
2022-08-14 18:42:18,537 - mmseg - INFO - Iter [11550/40000] lr: 7.386e-05, eta: 3:42:09, time: 0.394, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4454, decode.acc_seg: 82.7778, loss: 0.4454
2022-08-14 18:42:37,801 - mmseg - INFO - Iter [11600/40000] lr: 7.374e-05, eta: 3:41:35, time: 0.386, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4673, decode.acc_seg: 82.2172, loss: 0.4673
2022-08-14 18:42:57,648 - mmseg - INFO - Iter [11650/40000] lr: 7.363e-05, eta: 3:41:03, time: 0.397, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4194, decode.acc_seg: 84.2395, loss: 0.4194
2022-08-14 18:43:16,922 - mmseg - INFO - Iter [11700/40000] lr: 7.351e-05, eta: 3:40:30, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4483, decode.acc_seg: 83.0957, loss: 0.4483
2022-08-14 18:43:36,593 - mmseg - INFO - Iter [11750/40000] lr: 7.340e-05, eta: 3:39:57, time: 0.393, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4430, decode.acc_seg: 82.8609, loss: 0.4430
2022-08-14 18:43:55,826 - mmseg - INFO - Iter [11800/40000] lr: 7.328e-05, eta: 3:39:24, time: 0.385, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4588, decode.acc_seg: 82.2728, loss: 0.4588
2022-08-14 18:44:15,306 - mmseg - INFO - Iter [11850/40000] lr: 7.316e-05, eta: 3:38:52, time: 0.390, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4570, decode.acc_seg: 82.5654, loss: 0.4570
2022-08-14 18:44:34,474 - mmseg - INFO - Iter [11900/40000] lr: 7.305e-05, eta: 3:38:19, time: 0.384, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4530, decode.acc_seg: 82.9111, loss: 0.4530
2022-08-14 18:44:53,844 - mmseg - INFO - Iter [11950/40000] lr: 7.293e-05, eta: 3:37:46, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4537, decode.acc_seg: 83.0297, loss: 0.4537
2022-08-14 18:45:15,629 - mmseg - INFO - Saving checkpoint at 12000 iterations
2022-08-14 18:45:17,850 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:45:17,850 - mmseg - INFO - Iter [12000/40000] lr: 7.282e-05, eta: 3:37:24, time: 0.480, data_time: 0.053, memory: 26025, decode.loss_ce: 0.4669, decode.acc_seg: 82.2415, loss: 0.4669
2022-08-14 18:45:40,771 - mmseg - INFO - per class results:
2022-08-14 18:45:40,778 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 75.92 | 85.95 |
| building | 82.24 | 92.7 |
| sky | 93.58 | 96.17 |
| floor | 81.06 | 89.24 |
| tree | 73.99 | 87.4 |
| ceiling | 83.1 | 90.31 |
| road | 80.27 | 85.37 |
| bed | 87.38 | 95.15 |
| windowpane | 59.22 | 79.0 |
| grass | 66.62 | 82.17 |
| cabinet | 56.25 | 68.5 |
| sidewalk | 59.46 | 80.86 |
| person | 79.55 | 89.73 |
| earth | 34.1 | 47.23 |
| door | 43.2 | 59.64 |
| table | 55.49 | 72.42 |
| mountain | 60.89 | 73.39 |
| plant | 52.94 | 63.51 |
| curtain | 70.78 | 87.1 |
| chair | 52.31 | 69.14 |
| car | 83.56 | 92.48 |
| water | 58.86 | 74.1 |
| painting | 68.28 | 82.99 |
| sofa | 64.2 | 84.93 |
| shelf | 44.09 | 63.09 |
| house | 46.18 | 61.28 |
| sea | 68.26 | 87.46 |
| mirror | 58.61 | 69.6 |
| rug | 64.4 | 77.66 |
| field | 27.15 | 56.2 |
| armchair | 33.82 | 47.14 |
| seat | 60.72 | 82.52 |
| fence | 38.14 | 53.65 |
| desk | 46.52 | 71.1 |
| rock | 49.17 | 73.94 |
| wardrobe | 48.0 | 64.99 |
| lamp | 57.41 | 70.68 |
| bathtub | 72.9 | 80.15 |
| railing | 33.79 | 45.62 |
| cushion | 53.96 | 72.41 |
| base | 26.32 | 50.51 |
| box | 24.7 | 32.35 |
| column | 43.74 | 53.86 |
| signboard | 35.72 | 46.22 |
| chest of drawers | 34.04 | 57.33 |
| counter | 27.46 | 36.33 |
| sand | 35.92 | 53.32 |
| sink | 64.25 | 74.84 |
| skyscraper | 60.46 | 76.12 |
| fireplace | 68.34 | 86.5 |
| refrigerator | 63.61 | 83.91 |
| grandstand | 42.35 | 81.28 |
| path | 18.03 | 23.39 |
| stairs | 31.8 | 41.92 |
| runway | 71.06 | 96.0 |
| case | 50.51 | 66.83 |
| pool table | 90.68 | 96.91 |
| pillow | 55.44 | 66.0 |
| screen door | 66.9 | 74.41 |
| stairway | 36.41 | 50.23 |
| river | 14.12 | 25.9 |
| bridge | 52.99 | 69.86 |
| bookcase | 24.96 | 35.61 |
| blind | 42.01 | 47.38 |
| coffee table | 54.37 | 79.84 |
| toilet | 78.65 | 91.56 |
| flower | 35.41 | 59.34 |
| book | 44.41 | 74.03 |
| hill | 11.03 | 27.98 |
| bench | 35.47 | 46.35 |
| countertop | 53.71 | 72.5 |
| stove | 67.01 | 81.34 |
| palm | 47.37 | 65.49 |
| kitchen island | 38.52 | 75.3 |
| computer | 63.15 | 75.57 |
| swivel chair | 41.04 | 62.42 |
| boat | 45.97 | 64.18 |
| bar | 47.21 | 68.18 |
| arcade machine | 82.46 | 92.89 |
| hovel | 49.63 | 55.37 |
| bus | 87.76 | 93.69 |
| towel | 60.54 | 75.12 |
| light | 41.95 | 48.09 |
| truck | 31.17 | 46.16 |
| tower | 16.96 | 26.78 |
| chandelier | 64.92 | 80.93 |
| awning | 31.26 | 36.93 |
| streetlight | 19.9 | 27.02 |
| booth | 39.82 | 42.56 |
| television receiver | 68.99 | 77.94 |
| airplane | 52.56 | 66.44 |
| dirt track | 4.52 | 17.35 |
| apparel | 32.66 | 52.43 |
| pole | 11.63 | 13.43 |
| land | 0.28 | 0.33 |
| bannister | 9.56 | 11.21 |
| escalator | 46.44 | 62.66 |
| ottoman | 45.21 | 58.53 |
| bottle | 37.46 | 48.7 |
| buffet | 38.93 | 45.97 |
| poster | 37.16 | 40.52 |
| stage | 13.4 | 25.67 |
| van | 30.15 | 35.55 |
| ship | 56.37 | 76.03 |
| fountain | 31.05 | 32.31 |
| conveyer belt | 68.52 | 86.89 |
| canopy | 21.09 | 30.95 |
| washer | 62.34 | 70.37 |
| plaything | 31.05 | 51.93 |
| swimming pool | 59.23 | 87.39 |
| stool | 34.24 | 49.6 |
| barrel | 55.83 | 64.43 |
| basket | 30.35 | 44.28 |
| waterfall | 55.48 | 92.4 |
| tent | 81.04 | 98.83 |
| bag | 12.78 | 13.82 |
| minibike | 67.19 | 82.95 |
| cradle | 62.74 | 85.51 |
| oven | 28.58 | 33.6 |
| ball | 42.05 | 46.01 |
| food | 52.51 | 59.73 |
| step | 17.0 | 19.52 |
| tank | 53.94 | 65.38 |
| trade name | 21.75 | 24.1 |
| microwave | 79.63 | 91.19 |
| pot | 35.66 | 42.95 |
| animal | 61.0 | 63.03 |
| bicycle | 52.28 | 72.75 |
| lake | 3.52 | 3.89 |
| dishwasher | 48.28 | 62.51 |
| screen | 57.87 | 87.4 |
| blanket | 4.91 | 5.79 |
| sculpture | 54.72 | 63.05 |
| hood | 46.29 | 50.4 |
| sconce | 17.43 | 18.78 |
| vase | 34.25 | 48.97 |
| traffic light | 28.88 | 49.55 |
| tray | 1.02 | 1.16 |
| ashcan | 33.51 | 40.64 |
| fan | 57.62 | 70.58 |
| pier | 29.72 | 41.39 |
| crt screen | 3.71 | 10.12 |
| plate | 52.53 | 68.2 |
| monitor | 6.47 | 9.78 |
| bulletin board | 41.12 | 47.23 |
| shower | 0.0 | 0.0 |
| radiator | 58.5 | 72.26 |
| glass | 12.68 | 14.58 |
| clock | 34.86 | 40.59 |
| flag | 35.85 | 38.65 |
+---------------------+-------+-------+
2022-08-14 18:45:40,778 - mmseg - INFO - Summary:
2022-08-14 18:45:40,778 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 81.81 | 46.43 | 59.28 |
+-------+-------+-------+
2022-08-14 18:45:40,796 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:45:40,796 - mmseg - INFO - Iter(val) [250] aAcc: 0.8181, mIoU: 0.4643, mAcc: 0.5928, IoU.wall: 0.7592, IoU.building: 0.8224, IoU.sky: 0.9358, IoU.floor: 0.8106, IoU.tree: 0.7399, IoU.ceiling: 0.8310, IoU.road: 0.8027, IoU.bed : 0.8738, IoU.windowpane: 0.5922, IoU.grass: 0.6662, IoU.cabinet: 0.5625, IoU.sidewalk: 0.5946, IoU.person: 0.7955, IoU.earth: 0.3410, IoU.door: 0.4320, IoU.table: 0.5549, IoU.mountain: 0.6089, IoU.plant: 0.5294, IoU.curtain: 0.7078, IoU.chair: 0.5231, IoU.car: 0.8356, IoU.water: 0.5886, IoU.painting: 0.6828, IoU.sofa: 0.6420, IoU.shelf: 0.4409, IoU.house: 0.4618, IoU.sea: 0.6826, IoU.mirror: 0.5861, IoU.rug: 0.6440, IoU.field: 0.2715, IoU.armchair: 0.3382, IoU.seat: 0.6072, IoU.fence: 0.3814, IoU.desk: 0.4652, IoU.rock: 0.4917, IoU.wardrobe: 0.4800, IoU.lamp: 0.5741, IoU.bathtub: 0.7290, IoU.railing: 0.3379, IoU.cushion: 0.5396, IoU.base: 0.2632, IoU.box: 0.2470, IoU.column: 0.4374, IoU.signboard: 0.3572, IoU.chest of drawers: 0.3404, IoU.counter: 0.2746, IoU.sand: 0.3592, IoU.sink: 0.6425, IoU.skyscraper: 0.6046, IoU.fireplace: 0.6834, IoU.refrigerator: 0.6361, IoU.grandstand: 0.4235, IoU.path: 0.1803, IoU.stairs: 0.3180, IoU.runway: 0.7106, IoU.case: 0.5051, IoU.pool table: 0.9068, IoU.pillow: 0.5544, IoU.screen door: 0.6690, IoU.stairway: 0.3641, IoU.river: 0.1412, IoU.bridge: 0.5299, IoU.bookcase: 0.2496, IoU.blind: 0.4201, IoU.coffee table: 0.5437, IoU.toilet: 0.7865, IoU.flower: 0.3541, IoU.book: 0.4441, IoU.hill: 0.1103, IoU.bench: 0.3547, IoU.countertop: 0.5371, IoU.stove: 0.6701, IoU.palm: 0.4737, IoU.kitchen island: 0.3852, IoU.computer: 0.6315, IoU.swivel chair: 0.4104, IoU.boat: 0.4597, IoU.bar: 0.4721, IoU.arcade machine: 0.8246, IoU.hovel: 0.4963, IoU.bus: 0.8776, IoU.towel: 0.6054, IoU.light: 0.4195, IoU.truck: 0.3117, IoU.tower: 0.1696, IoU.chandelier: 0.6492, IoU.awning: 0.3126, IoU.streetlight: 0.1990, IoU.booth: 0.3982, IoU.television receiver: 0.6899, IoU.airplane: 0.5256, IoU.dirt track: 0.0452, IoU.apparel: 0.3266, IoU.pole: 0.1163, IoU.land: 0.0028, IoU.bannister: 0.0956, IoU.escalator: 0.4644, IoU.ottoman: 0.4521, IoU.bottle: 0.3746, IoU.buffet: 0.3893, IoU.poster: 0.3716, IoU.stage: 0.1340, IoU.van: 0.3015, IoU.ship: 0.5637, IoU.fountain: 0.3105, IoU.conveyer belt: 0.6852, IoU.canopy: 0.2109, IoU.washer: 0.6234, IoU.plaything: 0.3105, IoU.swimming pool: 0.5923, IoU.stool: 0.3424, IoU.barrel: 0.5583, IoU.basket: 0.3035, IoU.waterfall: 0.5548, IoU.tent: 0.8104, IoU.bag: 0.1278, IoU.minibike: 0.6719, IoU.cradle: 0.6274, IoU.oven: 0.2858, IoU.ball: 0.4205, IoU.food: 0.5251, IoU.step: 0.1700, IoU.tank: 0.5394, IoU.trade name: 0.2175, IoU.microwave: 0.7963, IoU.pot: 0.3566, IoU.animal: 0.6100, IoU.bicycle: 0.5228, IoU.lake: 0.0352, IoU.dishwasher: 0.4828, IoU.screen: 0.5787, IoU.blanket: 0.0491, IoU.sculpture: 0.5472, IoU.hood: 0.4629, IoU.sconce: 0.1743, IoU.vase: 0.3425, IoU.traffic light: 0.2888, IoU.tray: 0.0102, IoU.ashcan: 0.3351, IoU.fan: 0.5762, IoU.pier: 0.2972, IoU.crt screen: 0.0371, IoU.plate: 0.5253, IoU.monitor: 0.0647, IoU.bulletin board: 0.4112, IoU.shower: 0.0000, IoU.radiator: 0.5850, IoU.glass: 0.1268, IoU.clock: 0.3486, IoU.flag: 0.3585, Acc.wall: 0.8595, Acc.building: 0.9270, Acc.sky: 0.9617, Acc.floor: 0.8924, Acc.tree: 0.8740, Acc.ceiling: 0.9031, Acc.road: 0.8537, Acc.bed : 0.9515, Acc.windowpane: 0.7900, Acc.grass: 0.8217, Acc.cabinet: 0.6850, Acc.sidewalk: 0.8086, Acc.person: 0.8973, Acc.earth: 0.4723, Acc.door: 0.5964, Acc.table: 0.7242, Acc.mountain: 0.7339, Acc.plant: 0.6351, Acc.curtain: 0.8710, Acc.chair: 0.6914, Acc.car: 0.9248, Acc.water: 0.7410, Acc.painting: 0.8299, Acc.sofa: 0.8493, Acc.shelf: 0.6309, Acc.house: 0.6128, Acc.sea: 0.8746, Acc.mirror: 0.6960, Acc.rug: 0.7766, Acc.field: 0.5620, Acc.armchair: 0.4714, Acc.seat: 0.8252, Acc.fence: 0.5365, Acc.desk: 0.7110, Acc.rock: 0.7394, Acc.wardrobe: 0.6499, Acc.lamp: 0.7068, Acc.bathtub: 0.8015, Acc.railing: 0.4562, Acc.cushion: 0.7241, Acc.base: 0.5051, Acc.box: 0.3235, Acc.column: 0.5386, Acc.signboard: 0.4622, Acc.chest of drawers: 0.5733, Acc.counter: 0.3633, Acc.sand: 0.5332, Acc.sink: 0.7484, Acc.skyscraper: 0.7612, Acc.fireplace: 0.8650, Acc.refrigerator: 0.8391, Acc.grandstand: 0.8128, Acc.path: 0.2339, Acc.stairs: 0.4192, Acc.runway: 0.9600, Acc.case: 0.6683, Acc.pool table: 0.9691, Acc.pillow: 0.6600, Acc.screen door: 0.7441, Acc.stairway: 0.5023, Acc.river: 0.2590, Acc.bridge: 0.6986, Acc.bookcase: 0.3561, Acc.blind: 0.4738, Acc.coffee table: 0.7984, Acc.toilet: 0.9156, Acc.flower: 0.5934, Acc.book: 0.7403, Acc.hill: 0.2798, Acc.bench: 0.4635, Acc.countertop: 0.7250, Acc.stove: 0.8134, Acc.palm: 0.6549, Acc.kitchen island: 0.7530, Acc.computer: 0.7557, Acc.swivel chair: 0.6242, Acc.boat: 0.6418, Acc.bar: 0.6818, Acc.arcade machine: 0.9289, Acc.hovel: 0.5537, Acc.bus: 0.9369, Acc.towel: 0.7512, Acc.light: 0.4809, Acc.truck: 0.4616, Acc.tower: 0.2678, Acc.chandelier: 0.8093, Acc.awning: 0.3693, Acc.streetlight: 0.2702, Acc.booth: 0.4256, Acc.television receiver: 0.7794, Acc.airplane: 0.6644, Acc.dirt track: 0.1735, Acc.apparel: 0.5243, Acc.pole: 0.1343, Acc.land: 0.0033, Acc.bannister: 0.1121, Acc.escalator: 0.6266, Acc.ottoman: 0.5853, Acc.bottle: 0.4870, Acc.buffet: 0.4597, Acc.poster: 0.4052, Acc.stage: 0.2567, Acc.van: 0.3555, Acc.ship: 0.7603, Acc.fountain: 0.3231, Acc.conveyer belt: 0.8689, Acc.canopy: 0.3095, Acc.washer: 0.7037, Acc.plaything: 0.5193, Acc.swimming pool: 0.8739, Acc.stool: 0.4960, Acc.barrel: 0.6443, Acc.basket: 0.4428, Acc.waterfall: 0.9240, Acc.tent: 0.9883, Acc.bag: 0.1382, Acc.minibike: 0.8295, Acc.cradle: 0.8551, Acc.oven: 0.3360, Acc.ball: 0.4601, Acc.food: 0.5973, Acc.step: 0.1952, Acc.tank: 0.6538, Acc.trade name: 0.2410, Acc.microwave: 0.9119, Acc.pot: 0.4295, Acc.animal: 0.6303, Acc.bicycle: 0.7275, Acc.lake: 0.0389, Acc.dishwasher: 0.6251, Acc.screen: 0.8740, Acc.blanket: 0.0579, Acc.sculpture: 0.6305, Acc.hood: 0.5040, Acc.sconce: 0.1878, Acc.vase: 0.4897, Acc.traffic light: 0.4955, Acc.tray: 0.0116, Acc.ashcan: 0.4064, Acc.fan: 0.7058, Acc.pier: 0.4139, Acc.crt screen: 0.1012, Acc.plate: 0.6820, Acc.monitor: 0.0978, Acc.bulletin board: 0.4723, Acc.shower: 0.0000, Acc.radiator: 0.7226, Acc.glass: 0.1458, Acc.clock: 0.4059, Acc.flag: 0.3865
2022-08-14 18:46:00,109 - mmseg - INFO - Iter [12050/40000] lr: 7.270e-05, eta: 3:37:45, time: 0.845, data_time: 0.467, memory: 26025, decode.loss_ce: 0.4259, decode.acc_seg: 83.6631, loss: 0.4259
2022-08-14 18:46:19,557 - mmseg - INFO - Iter [12100/40000] lr: 7.259e-05, eta: 3:37:13, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4419, decode.acc_seg: 83.4871, loss: 0.4419
2022-08-14 18:46:38,755 - mmseg - INFO - Iter [12150/40000] lr: 7.247e-05, eta: 3:36:40, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4269, decode.acc_seg: 83.4939, loss: 0.4269
2022-08-14 18:46:58,157 - mmseg - INFO - Iter [12200/40000] lr: 7.236e-05, eta: 3:36:08, time: 0.388, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4510, decode.acc_seg: 82.4117, loss: 0.4510
2022-08-14 18:47:17,603 - mmseg - INFO - Iter [12250/40000] lr: 7.224e-05, eta: 3:35:35, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4300, decode.acc_seg: 83.5067, loss: 0.4300
2022-08-14 18:47:37,044 - mmseg - INFO - Iter [12300/40000] lr: 7.213e-05, eta: 3:35:03, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4618, decode.acc_seg: 82.3628, loss: 0.4618
2022-08-14 18:47:56,274 - mmseg - INFO - Iter [12350/40000] lr: 7.201e-05, eta: 3:34:31, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4308, decode.acc_seg: 83.4022, loss: 0.4308
2022-08-14 18:48:15,468 - mmseg - INFO - Iter [12400/40000] lr: 7.189e-05, eta: 3:33:59, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4296, decode.acc_seg: 83.6164, loss: 0.4296
2022-08-14 18:48:34,625 - mmseg - INFO - Iter [12450/40000] lr: 7.178e-05, eta: 3:33:26, time: 0.383, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4357, decode.acc_seg: 83.4259, loss: 0.4357
2022-08-14 18:48:53,945 - mmseg - INFO - Iter [12500/40000] lr: 7.166e-05, eta: 3:32:54, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4316, decode.acc_seg: 83.6909, loss: 0.4316
2022-08-14 18:49:13,077 - mmseg - INFO - Iter [12550/40000] lr: 7.155e-05, eta: 3:32:22, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4491, decode.acc_seg: 82.8923, loss: 0.4491
2022-08-14 18:49:32,259 - mmseg - INFO - Iter [12600/40000] lr: 7.143e-05, eta: 3:31:50, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4225, decode.acc_seg: 83.6197, loss: 0.4225
2022-08-14 18:49:54,183 - mmseg - INFO - Iter [12650/40000] lr: 7.132e-05, eta: 3:31:24, time: 0.439, data_time: 0.055, memory: 26025, decode.loss_ce: 0.4288, decode.acc_seg: 83.7882, loss: 0.4288
2022-08-14 18:50:13,936 - mmseg - INFO - Iter [12700/40000] lr: 7.120e-05, eta: 3:30:54, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4296, decode.acc_seg: 83.6837, loss: 0.4296
2022-08-14 18:50:33,392 - mmseg - INFO - Iter [12750/40000] lr: 7.109e-05, eta: 3:30:23, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4285, decode.acc_seg: 83.8046, loss: 0.4285
2022-08-14 18:50:52,505 - mmseg - INFO - Iter [12800/40000] lr: 7.097e-05, eta: 3:29:51, time: 0.382, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4309, decode.acc_seg: 83.4715, loss: 0.4309
2022-08-14 18:51:11,978 - mmseg - INFO - Iter [12850/40000] lr: 7.085e-05, eta: 3:29:20, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4359, decode.acc_seg: 83.2745, loss: 0.4359
2022-08-14 18:51:31,370 - mmseg - INFO - Iter [12900/40000] lr: 7.074e-05, eta: 3:28:49, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4252, decode.acc_seg: 83.3767, loss: 0.4252
2022-08-14 18:51:50,751 - mmseg - INFO - Iter [12950/40000] lr: 7.062e-05, eta: 3:28:18, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4259, decode.acc_seg: 83.6841, loss: 0.4259
2022-08-14 18:52:10,027 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:52:10,028 - mmseg - INFO - Iter [13000/40000] lr: 7.051e-05, eta: 3:27:47, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4309, decode.acc_seg: 83.6275, loss: 0.4309
2022-08-14 18:52:29,374 - mmseg - INFO - Iter [13050/40000] lr: 7.039e-05, eta: 3:27:16, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4181, decode.acc_seg: 83.9686, loss: 0.4181
2022-08-14 18:52:49,042 - mmseg - INFO - Iter [13100/40000] lr: 7.027e-05, eta: 3:26:46, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4361, decode.acc_seg: 83.5362, loss: 0.4361
2022-08-14 18:53:08,300 - mmseg - INFO - Iter [13150/40000] lr: 7.016e-05, eta: 3:26:15, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4318, decode.acc_seg: 83.5789, loss: 0.4318
2022-08-14 18:53:27,420 - mmseg - INFO - Iter [13200/40000] lr: 7.004e-05, eta: 3:25:44, time: 0.382, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4252, decode.acc_seg: 83.5997, loss: 0.4252
2022-08-14 18:53:46,440 - mmseg - INFO - Iter [13250/40000] lr: 6.993e-05, eta: 3:25:13, time: 0.380, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4271, decode.acc_seg: 83.6486, loss: 0.4271
2022-08-14 18:54:08,831 - mmseg - INFO - Iter [13300/40000] lr: 6.981e-05, eta: 3:24:49, time: 0.448, data_time: 0.057, memory: 26025, decode.loss_ce: 0.4204, decode.acc_seg: 84.0524, loss: 0.4204
2022-08-14 18:54:28,028 - mmseg - INFO - Iter [13350/40000] lr: 6.969e-05, eta: 3:24:18, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4335, decode.acc_seg: 83.7096, loss: 0.4335
2022-08-14 18:54:47,337 - mmseg - INFO - Iter [13400/40000] lr: 6.958e-05, eta: 3:23:48, time: 0.386, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4179, decode.acc_seg: 83.9229, loss: 0.4179
2022-08-14 18:55:06,397 - mmseg - INFO - Iter [13450/40000] lr: 6.946e-05, eta: 3:23:17, time: 0.381, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4192, decode.acc_seg: 83.8710, loss: 0.4192
2022-08-14 18:55:26,069 - mmseg - INFO - Iter [13500/40000] lr: 6.935e-05, eta: 3:22:48, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3971, decode.acc_seg: 84.8471, loss: 0.3971
2022-08-14 18:55:45,378 - mmseg - INFO - Iter [13550/40000] lr: 6.923e-05, eta: 3:22:18, time: 0.386, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4347, decode.acc_seg: 83.2185, loss: 0.4347
2022-08-14 18:56:04,688 - mmseg - INFO - Iter [13600/40000] lr: 6.911e-05, eta: 3:21:48, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4228, decode.acc_seg: 84.1833, loss: 0.4228
2022-08-14 18:56:24,148 - mmseg - INFO - Iter [13650/40000] lr: 6.900e-05, eta: 3:21:18, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4095, decode.acc_seg: 84.3770, loss: 0.4095
2022-08-14 18:56:43,335 - mmseg - INFO - Iter [13700/40000] lr: 6.888e-05, eta: 3:20:48, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4257, decode.acc_seg: 83.7434, loss: 0.4257
2022-08-14 18:57:03,092 - mmseg - INFO - Iter [13750/40000] lr: 6.877e-05, eta: 3:20:19, time: 0.395, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4167, decode.acc_seg: 83.9243, loss: 0.4167
2022-08-14 18:57:22,498 - mmseg - INFO - Iter [13800/40000] lr: 6.865e-05, eta: 3:19:49, time: 0.388, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4199, decode.acc_seg: 83.7824, loss: 0.4199
2022-08-14 18:57:41,677 - mmseg - INFO - Iter [13850/40000] lr: 6.853e-05, eta: 3:19:20, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4214, decode.acc_seg: 83.6798, loss: 0.4214
2022-08-14 18:58:03,766 - mmseg - INFO - Iter [13900/40000] lr: 6.842e-05, eta: 3:18:55, time: 0.442, data_time: 0.058, memory: 26025, decode.loss_ce: 0.4120, decode.acc_seg: 84.1772, loss: 0.4120
2022-08-14 18:58:23,297 - mmseg - INFO - Iter [13950/40000] lr: 6.830e-05, eta: 3:18:26, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4157, decode.acc_seg: 84.3770, loss: 0.4157
2022-08-14 18:58:42,569 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 18:58:42,569 - mmseg - INFO - Iter [14000/40000] lr: 6.818e-05, eta: 3:17:57, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4075, decode.acc_seg: 84.2907, loss: 0.4075
2022-08-14 18:59:01,823 - mmseg - INFO - Iter [14050/40000] lr: 6.807e-05, eta: 3:17:27, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4151, decode.acc_seg: 84.0233, loss: 0.4151
2022-08-14 18:59:21,509 - mmseg - INFO - Iter [14100/40000] lr: 6.795e-05, eta: 3:16:59, time: 0.394, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4070, decode.acc_seg: 84.6009, loss: 0.4070
2022-08-14 18:59:40,809 - mmseg - INFO - Iter [14150/40000] lr: 6.784e-05, eta: 3:16:29, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3909, decode.acc_seg: 84.8792, loss: 0.3909
2022-08-14 19:00:00,086 - mmseg - INFO - Iter [14200/40000] lr: 6.772e-05, eta: 3:16:00, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3998, decode.acc_seg: 84.5843, loss: 0.3998
2022-08-14 19:00:19,213 - mmseg - INFO - Iter [14250/40000] lr: 6.760e-05, eta: 3:15:31, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4147, decode.acc_seg: 84.2256, loss: 0.4147
2022-08-14 19:00:38,482 - mmseg - INFO - Iter [14300/40000] lr: 6.749e-05, eta: 3:15:02, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4260, decode.acc_seg: 83.6535, loss: 0.4260
2022-08-14 19:00:57,748 - mmseg - INFO - Iter [14350/40000] lr: 6.737e-05, eta: 3:14:33, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4457, decode.acc_seg: 83.4587, loss: 0.4457
2022-08-14 19:01:17,025 - mmseg - INFO - Iter [14400/40000] lr: 6.725e-05, eta: 3:14:04, time: 0.386, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4186, decode.acc_seg: 83.5966, loss: 0.4186
2022-08-14 19:01:36,210 - mmseg - INFO - Iter [14450/40000] lr: 6.714e-05, eta: 3:13:35, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4122, decode.acc_seg: 83.9215, loss: 0.4122
2022-08-14 19:01:55,407 - mmseg - INFO - Iter [14500/40000] lr: 6.702e-05, eta: 3:13:06, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4196, decode.acc_seg: 83.7505, loss: 0.4196
2022-08-14 19:02:17,617 - mmseg - INFO - Iter [14550/40000] lr: 6.690e-05, eta: 3:12:42, time: 0.445, data_time: 0.060, memory: 26025, decode.loss_ce: 0.3954, decode.acc_seg: 84.9380, loss: 0.3954
2022-08-14 19:02:36,973 - mmseg - INFO - Iter [14600/40000] lr: 6.679e-05, eta: 3:12:13, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4196, decode.acc_seg: 83.5484, loss: 0.4196
2022-08-14 19:02:56,312 - mmseg - INFO - Iter [14650/40000] lr: 6.667e-05, eta: 3:11:45, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4010, decode.acc_seg: 84.5682, loss: 0.4010
2022-08-14 19:03:15,800 - mmseg - INFO - Iter [14700/40000] lr: 6.655e-05, eta: 3:11:17, time: 0.390, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4003, decode.acc_seg: 84.6010, loss: 0.4003
2022-08-14 19:03:35,286 - mmseg - INFO - Iter [14750/40000] lr: 6.644e-05, eta: 3:10:49, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3950, decode.acc_seg: 84.8700, loss: 0.3950
2022-08-14 19:03:54,280 - mmseg - INFO - Iter [14800/40000] lr: 6.632e-05, eta: 3:10:20, time: 0.380, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3997, decode.acc_seg: 84.4799, loss: 0.3997
2022-08-14 19:04:13,647 - mmseg - INFO - Iter [14850/40000] lr: 6.621e-05, eta: 3:09:51, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4162, decode.acc_seg: 84.2204, loss: 0.4162
2022-08-14 19:04:32,966 - mmseg - INFO - Iter [14900/40000] lr: 6.609e-05, eta: 3:09:23, time: 0.386, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4109, decode.acc_seg: 84.1134, loss: 0.4109
2022-08-14 19:04:52,183 - mmseg - INFO - Iter [14950/40000] lr: 6.597e-05, eta: 3:08:55, time: 0.384, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4005, decode.acc_seg: 84.6310, loss: 0.4005
2022-08-14 19:05:11,504 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 19:05:11,504 - mmseg - INFO - Iter [15000/40000] lr: 6.585e-05, eta: 3:08:27, time: 0.387, data_time: 0.007, memory: 26025, decode.loss_ce: 0.4249, decode.acc_seg: 83.6270, loss: 0.4249
2022-08-14 19:05:30,864 - mmseg - INFO - Iter [15050/40000] lr: 6.574e-05, eta: 3:07:59, time: 0.387, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4038, decode.acc_seg: 84.4102, loss: 0.4038
2022-08-14 19:05:50,020 - mmseg - INFO - Iter [15100/40000] lr: 6.562e-05, eta: 3:07:30, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3954, decode.acc_seg: 84.7249, loss: 0.3954
2022-08-14 19:06:12,243 - mmseg - INFO - Iter [15150/40000] lr: 6.550e-05, eta: 3:07:07, time: 0.444, data_time: 0.057, memory: 26025, decode.loss_ce: 0.3981, decode.acc_seg: 84.8333, loss: 0.3981
2022-08-14 19:06:31,412 - mmseg - INFO - Iter [15200/40000] lr: 6.539e-05, eta: 3:06:39, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3921, decode.acc_seg: 84.5988, loss: 0.3921
2022-08-14 19:06:50,951 - mmseg - INFO - Iter [15250/40000] lr: 6.527e-05, eta: 3:06:12, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3839, decode.acc_seg: 85.4642, loss: 0.3839
2022-08-14 19:07:10,460 - mmseg - INFO - Iter [15300/40000] lr: 6.515e-05, eta: 3:05:44, time: 0.390, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3990, decode.acc_seg: 84.7123, loss: 0.3990
2022-08-14 19:07:30,033 - mmseg - INFO - Iter [15350/40000] lr: 6.504e-05, eta: 3:05:17, time: 0.391, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4001, decode.acc_seg: 84.5343, loss: 0.4001
2022-08-14 19:07:49,115 - mmseg - INFO - Iter [15400/40000] lr: 6.492e-05, eta: 3:04:49, time: 0.382, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3930, decode.acc_seg: 84.8202, loss: 0.3930
2022-08-14 19:08:08,213 - mmseg - INFO - Iter [15450/40000] lr: 6.480e-05, eta: 3:04:21, time: 0.382, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3911, decode.acc_seg: 85.0322, loss: 0.3911
2022-08-14 19:08:27,351 - mmseg - INFO - Iter [15500/40000] lr: 6.469e-05, eta: 3:03:53, time: 0.382, data_time: 0.008, memory: 26025, decode.loss_ce: 0.4018, decode.acc_seg: 84.3849, loss: 0.4018
2022-08-14 19:08:46,671 - mmseg - INFO - Iter [15550/40000] lr: 6.457e-05, eta: 3:03:25, time: 0.386, data_time: 0.009, memory: 26025, decode.loss_ce: 0.4045, decode.acc_seg: 84.4591, loss: 0.4045
2022-08-14 19:09:06,099 - mmseg - INFO - Iter [15600/40000] lr: 6.445e-05, eta: 3:02:58, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3911, decode.acc_seg: 84.9908, loss: 0.3911
2022-08-14 19:09:25,352 - mmseg - INFO - Iter [15650/40000] lr: 6.434e-05, eta: 3:02:30, time: 0.385, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3978, decode.acc_seg: 84.6980, loss: 0.3978
2022-08-14 19:09:44,697 - mmseg - INFO - Iter [15700/40000] lr: 6.422e-05, eta: 3:02:03, time: 0.387, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3991, decode.acc_seg: 84.7815, loss: 0.3991
2022-08-14 19:10:03,872 - mmseg - INFO - Iter [15750/40000] lr: 6.410e-05, eta: 3:01:35, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3835, decode.acc_seg: 85.2254, loss: 0.3835
2022-08-14 19:10:25,874 - mmseg - INFO - Iter [15800/40000] lr: 6.398e-05, eta: 3:01:12, time: 0.440, data_time: 0.056, memory: 26025, decode.loss_ce: 0.3932, decode.acc_seg: 84.6804, loss: 0.3932
2022-08-14 19:10:45,327 - mmseg - INFO - Iter [15850/40000] lr: 6.387e-05, eta: 3:00:45, time: 0.389, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3848, decode.acc_seg: 85.0943, loss: 0.3848
2022-08-14 19:11:04,471 - mmseg - INFO - Iter [15900/40000] lr: 6.375e-05, eta: 3:00:18, time: 0.383, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3848, decode.acc_seg: 85.0084, loss: 0.3848
2022-08-14 19:11:24,131 - mmseg - INFO - Iter [15950/40000] lr: 6.363e-05, eta: 2:59:51, time: 0.393, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3891, decode.acc_seg: 84.8864, loss: 0.3891
2022-08-14 19:11:43,345 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-14 19:11:45,534 - mmseg - INFO - Exp name: fpn_512_nextvit_base_80k.py
2022-08-14 19:11:45,535 - mmseg - INFO - Iter [16000/40000] lr: 6.352e-05, eta: 2:59:27, time: 0.428, data_time: 0.008, memory: 26025, decode.loss_ce: 0.3920, decode.acc_seg: 84.6790, loss: 0.3920
2022-08-14 19:12:07,970 - mmseg - INFO - per class results:
2022-08-14 19:12:07,977 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 75.66 | 87.42 |
| building | 80.83 | 90.63 |
| sky | 94.01 | 97.51 |
| floor | 81.08 | 90.17 |
| tree | 72.93 | 83.94 |
| ceiling | 83.29 | 90.35 |
| road | 81.94 | 89.66 |
| bed | 87.6 | 95.21 |
| windowpane | 58.89 | 76.4 |
| grass | 66.42 | 84.2 |
| cabinet | 57.76 | 75.07 |
| sidewalk | 62.04 | 77.44 |
| person | 79.66 | 90.69 |
| earth | 31.76 | 43.76 |
| door | 45.49 | 61.88 |
| table | 58.02 | 74.55 |
| mountain | 48.51 | 65.05 |
| plant | 54.45 | 65.55 |
| curtain | 70.35 | 85.49 |
| chair | 52.42 | 63.04 |
| car | 84.05 | 92.66 |
| water | 56.72 | 75.42 |
| painting | 71.57 | 85.35 |
| sofa | 62.58 | 79.84 |
| shelf | 41.03 | 55.34 |
| house | 46.44 | 82.51 |
| sea | 64.37 | 86.14 |
| mirror | 56.76 | 63.37 |
| rug | 63.49 | 74.14 |
| field | 27.88 | 40.55 |
| armchair | 37.78 | 55.9 |
| seat | 63.54 | 80.8 |
| fence | 39.32 | 55.66 |
| desk | 48.24 | 59.23 |
| rock | 45.82 | 65.1 |
| wardrobe | 47.48 | 67.88 |
| lamp | 57.2 | 69.72 |
| bathtub | 71.03 | 78.72 |
| railing | 33.45 | 44.63 |
| cushion | 54.03 | 68.5 |
| base | 21.76 | 30.82 |
| box | 27.77 | 36.37 |
| column | 44.14 | 54.88 |
| signboard | 33.87 | 55.18 |
| chest of drawers | 37.98 | 50.2 |
| counter | 27.65 | 35.23 |
| sand | 37.89 | 51.11 |
| sink | 63.14 | 78.1 |
| skyscraper | 47.7 | 53.62 |
| fireplace | 62.62 | 91.43 |
| refrigerator | 72.64 | 79.53 |
| grandstand | 46.48 | 78.79 |
| path | 24.75 | 39.83 |
| stairs | 22.63 | 29.33 |
| runway | 73.56 | 92.11 |
| case | 50.63 | 69.07 |
| pool table | 91.98 | 96.87 |
| pillow | 57.05 | 71.54 |
| screen door | 66.54 | 75.73 |
| stairway | 27.42 | 53.4 |
| river | 12.25 | 23.16 |
| bridge | 52.78 | 62.98 |
| bookcase | 36.8 | 68.07 |
| blind | 42.1 | 45.68 |
| coffee table | 54.19 | 77.69 |
| toilet | 78.46 | 88.39 |
| flower | 39.57 | 51.8 |
| book | 38.24 | 52.74 |
| hill | 8.32 | 15.03 |
| bench | 44.2 | 53.42 |
| countertop | 55.27 | 65.32 |
| stove | 68.33 | 75.6 |
| palm | 47.8 | 72.37 |
| kitchen island | 33.66 | 46.8 |
| computer | 58.51 | 68.33 |
| swivel chair | 41.7 | 64.14 |
| boat | 44.78 | 64.34 |
| bar | 47.39 | 60.0 |
| arcade machine | 76.94 | 81.38 |
| hovel | 59.97 | 75.32 |
| bus | 82.29 | 96.84 |
| towel | 61.42 | 79.16 |
| light | 45.79 | 53.25 |
| truck | 31.5 | 44.44 |
| tower | 7.5 | 11.95 |
| chandelier | 64.83 | 81.97 |
| awning | 30.94 | 34.69 |
| streetlight | 19.6 | 23.84 |
| booth | 37.3 | 40.51 |
| television receiver | 68.3 | 82.26 |
| airplane | 51.89 | 64.85 |
| dirt track | 4.82 | 17.08 |
| apparel | 29.97 | 52.25 |
| pole | 16.63 | 20.62 |
| land | 0.39 | 0.7 |
| bannister | 9.69 | 13.73 |
| escalator | 34.87 | 38.23 |
| ottoman | 41.26 | 61.54 |
| bottle | 39.42 | 62.49 |
| buffet | 29.63 | 30.35 |
| poster | 39.1 | 53.44 |
| stage | 11.81 | 18.16 |
| van | 40.05 | 50.83 |
| ship | 13.82 | 19.97 |
| fountain | 27.5 | 28.19 |
| conveyer belt | 69.67 | 89.62 |
| canopy | 25.73 | 40.57 |
| washer | 67.15 | 73.44 |
| plaything | 29.59 | 41.58 |
| swimming pool | 59.92 | 87.94 |
| stool | 36.28 | 51.96 |
| barrel | 27.74 | 65.02 |
| basket | 35.91 | 51.42 |
| waterfall | 55.43 | 72.37 |
| tent | 82.89 | 98.44 |
| bag | 15.8 | 19.68 |
| minibike | 68.87 | 79.6 |
| cradle | 74.37 | 92.24 |
| oven | 24.67 | 34.79 |
| ball | 31.66 | 33.45 |
| food | 56.02 | 65.67 |
| step | 17.27 | 20.08 |
| tank | 57.11 | 65.09 |
| trade name | 19.19 | 23.32 |
| microwave | 73.56 | 84.11 |
| pot | 44.38 | 53.01 |
| animal | 59.8 | 61.79 |
| bicycle | 53.61 | 73.14 |
| lake | 35.43 | 35.53 |
| dishwasher | 55.68 | 69.58 |
| screen | 65.32 | 87.83 |
| blanket | 12.34 | 16.32 |
| sculpture | 65.37 | 67.94 |
| hood | 56.3 | 62.87 |
| sconce | 21.5 | 23.92 |
| vase | 34.07 | 44.23 |
| traffic light | 28.46 | 53.3 |
| tray | 2.38 | 2.9 |
| ashcan | 40.08 | 50.76 |
| fan | 59.02 | 77.73 |
| pier | 36.57 | 41.28 |
| crt screen | 4.03 | 11.21 |
| plate | 53.85 | 65.31 |
| monitor | 10.18 | 18.89 |
| bulletin board | 51.68 | 66.57 |
| shower | 0.0 | 0.0 |
| radiator | 63.84 | 73.76 |
| glass | 11.08 | 11.83 |
| clock | 34.29 | 39.69 |
| flag | 40.57 | 44.84 |
+---------------------+-------+-------+
2022-08-14 19:12:07,977 - mmseg - INFO - Summary:
2022-08-14 19:12:07,977 - mmseg - INFO -
+-------+------+-------+
| aAcc | mIoU | mAcc |