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upernet_160k_nextvit_small_1n1k6m_pretrained.log
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2022-08-15 13:20:27,234 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters
2022-08-15 13:21:01,874 - mmseg - INFO - Iter [50/160000] lr: 1.959e-06, eta: 22:29:58, time: 0.506, data_time: 0.006, memory: 35982, decode.loss_ce: 4.0562, decode.acc_seg: 0.6080, aux.loss_ce: 1.6121, aux.acc_seg: 0.8546, loss: 5.6683
2022-08-15 13:21:12,861 - mmseg - INFO - Iter [100/160000] lr: 3.958e-06, eta: 16:07:36, time: 0.220, data_time: 0.004, memory: 35982, decode.loss_ce: 4.0230, decode.acc_seg: 4.2699, aux.loss_ce: 1.6186, aux.acc_seg: 1.2982, loss: 5.6416
2022-08-15 13:21:23,946 - mmseg - INFO - Iter [150/160000] lr: 5.955e-06, eta: 14:01:43, time: 0.222, data_time: 0.004, memory: 35982, decode.loss_ce: 3.8653, decode.acc_seg: 18.5307, aux.loss_ce: 1.5975, aux.acc_seg: 2.6772, loss: 5.4628
2022-08-15 13:21:34,801 - mmseg - INFO - Iter [200/160000] lr: 7.950e-06, eta: 12:55:37, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 3.6656, decode.acc_seg: 30.7904, aux.loss_ce: 1.5874, aux.acc_seg: 7.7328, loss: 5.2530
2022-08-15 13:21:45,659 - mmseg - INFO - Iter [250/160000] lr: 9.945e-06, eta: 12:15:57, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 3.4067, decode.acc_seg: 38.5862, aux.loss_ce: 1.5933, aux.acc_seg: 19.7791, loss: 5.0000
2022-08-15 13:21:56,513 - mmseg - INFO - Iter [300/160000] lr: 1.194e-05, eta: 11:49:21, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 3.1195, decode.acc_seg: 41.7267, aux.loss_ce: 1.5524, aux.acc_seg: 29.9405, loss: 4.6719
2022-08-15 13:22:07,250 - mmseg - INFO - Iter [350/160000] lr: 1.393e-05, eta: 11:29:25, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 2.9036, decode.acc_seg: 44.7583, aux.loss_ce: 1.5133, aux.acc_seg: 35.4638, loss: 4.4168
2022-08-15 13:22:18,064 - mmseg - INFO - Iter [400/160000] lr: 1.592e-05, eta: 11:14:54, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 2.5855, decode.acc_seg: 47.0939, aux.loss_ce: 1.4024, aux.acc_seg: 40.3486, loss: 3.9879
2022-08-15 13:22:29,039 - mmseg - INFO - Iter [450/160000] lr: 1.791e-05, eta: 11:04:39, time: 0.220, data_time: 0.005, memory: 35982, decode.loss_ce: 2.4702, decode.acc_seg: 50.2117, aux.loss_ce: 1.3654, aux.acc_seg: 42.3402, loss: 3.8355
2022-08-15 13:22:39,787 - mmseg - INFO - Iter [500/160000] lr: 1.990e-05, eta: 10:55:09, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 2.3197, decode.acc_seg: 51.3172, aux.loss_ce: 1.3037, aux.acc_seg: 43.9508, loss: 3.6234
2022-08-15 13:22:50,560 - mmseg - INFO - Iter [550/160000] lr: 2.188e-05, eta: 10:47:26, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 2.1565, decode.acc_seg: 53.9716, aux.loss_ce: 1.2359, aux.acc_seg: 46.2963, loss: 3.3924
2022-08-15 13:23:01,272 - mmseg - INFO - Iter [600/160000] lr: 2.387e-05, eta: 10:40:45, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.9974, decode.acc_seg: 57.5281, aux.loss_ce: 1.1893, aux.acc_seg: 48.8561, loss: 3.1867
2022-08-15 13:23:11,948 - mmseg - INFO - Iter [650/160000] lr: 2.585e-05, eta: 10:34:54, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 2.0005, decode.acc_seg: 53.2404, aux.loss_ce: 1.1423, aux.acc_seg: 45.1638, loss: 3.1429
2022-08-15 13:23:22,641 - mmseg - INFO - Iter [700/160000] lr: 2.784e-05, eta: 10:29:55, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.8000, decode.acc_seg: 58.6658, aux.loss_ce: 1.0695, aux.acc_seg: 50.1523, loss: 2.8695
2022-08-15 13:23:33,305 - mmseg - INFO - Iter [750/160000] lr: 2.982e-05, eta: 10:25:28, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.8180, decode.acc_seg: 56.6746, aux.loss_ce: 1.0496, aux.acc_seg: 49.0924, loss: 2.8676
2022-08-15 13:23:44,132 - mmseg - INFO - Iter [800/160000] lr: 3.180e-05, eta: 10:22:06, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 1.6353, decode.acc_seg: 60.0152, aux.loss_ce: 0.9726, aux.acc_seg: 51.7640, loss: 2.6079
2022-08-15 13:23:54,916 - mmseg - INFO - Iter [850/160000] lr: 3.378e-05, eta: 10:18:58, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.6017, decode.acc_seg: 59.1715, aux.loss_ce: 0.9347, aux.acc_seg: 51.1750, loss: 2.5365
2022-08-15 13:24:05,688 - mmseg - INFO - Iter [900/160000] lr: 3.576e-05, eta: 10:16:08, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.6187, decode.acc_seg: 59.3105, aux.loss_ce: 0.9336, aux.acc_seg: 50.2874, loss: 2.5522
2022-08-15 13:24:16,328 - mmseg - INFO - Iter [950/160000] lr: 3.773e-05, eta: 10:13:10, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 1.5004, decode.acc_seg: 61.4237, aux.loss_ce: 0.8739, aux.acc_seg: 53.0279, loss: 2.3743
2022-08-15 13:24:27,097 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:24:27,097 - mmseg - INFO - Iter [1000/160000] lr: 3.971e-05, eta: 10:10:54, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.4813, decode.acc_seg: 62.0329, aux.loss_ce: 0.8399, aux.acc_seg: 53.5165, loss: 2.3212
2022-08-15 13:24:37,838 - mmseg - INFO - Iter [1050/160000] lr: 4.168e-05, eta: 10:08:44, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.4654, decode.acc_seg: 60.8286, aux.loss_ce: 0.8272, aux.acc_seg: 52.8969, loss: 2.2927
2022-08-15 13:24:48,682 - mmseg - INFO - Iter [1100/160000] lr: 4.366e-05, eta: 10:06:57, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 1.3997, decode.acc_seg: 62.4279, aux.loss_ce: 0.7997, aux.acc_seg: 53.0032, loss: 2.1994
2022-08-15 13:24:59,443 - mmseg - INFO - Iter [1150/160000] lr: 4.563e-05, eta: 10:05:10, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 1.4264, decode.acc_seg: 61.6910, aux.loss_ce: 0.7928, aux.acc_seg: 52.5087, loss: 2.2192
2022-08-15 13:25:10,274 - mmseg - INFO - Iter [1200/160000] lr: 4.760e-05, eta: 10:03:40, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 1.3342, decode.acc_seg: 64.4066, aux.loss_ce: 0.7467, aux.acc_seg: 55.6599, loss: 2.0808
2022-08-15 13:25:21,054 - mmseg - INFO - Iter [1250/160000] lr: 4.957e-05, eta: 10:02:10, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2953, decode.acc_seg: 64.2688, aux.loss_ce: 0.7102, aux.acc_seg: 55.7468, loss: 2.0055
2022-08-15 13:25:34,113 - mmseg - INFO - Iter [1300/160000] lr: 5.154e-05, eta: 10:05:23, time: 0.261, data_time: 0.050, memory: 35982, decode.loss_ce: 1.2668, decode.acc_seg: 64.8023, aux.loss_ce: 0.6945, aux.acc_seg: 56.1424, loss: 1.9613
2022-08-15 13:25:44,850 - mmseg - INFO - Iter [1350/160000] lr: 5.351e-05, eta: 10:03:48, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2846, decode.acc_seg: 63.9003, aux.loss_ce: 0.6913, aux.acc_seg: 56.7739, loss: 1.9759
2022-08-15 13:25:55,753 - mmseg - INFO - Iter [1400/160000] lr: 5.547e-05, eta: 10:02:39, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2553, decode.acc_seg: 64.8863, aux.loss_ce: 0.6868, aux.acc_seg: 56.8198, loss: 1.9421
2022-08-15 13:26:06,398 - mmseg - INFO - Iter [1450/160000] lr: 5.744e-05, eta: 10:01:05, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2020, decode.acc_seg: 66.5883, aux.loss_ce: 0.6506, aux.acc_seg: 59.3052, loss: 1.8525
2022-08-15 13:26:17,082 - mmseg - INFO - Iter [1500/160000] lr: 5.940e-05, eta: 9:59:40, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2493, decode.acc_seg: 64.4323, aux.loss_ce: 0.6596, aux.acc_seg: 57.3360, loss: 1.9089
2022-08-15 13:26:27,894 - mmseg - INFO - Iter [1550/160000] lr: 5.942e-05, eta: 9:58:34, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2052, decode.acc_seg: 64.9535, aux.loss_ce: 0.6395, aux.acc_seg: 57.8950, loss: 1.8447
2022-08-15 13:26:38,688 - mmseg - INFO - Iter [1600/160000] lr: 5.940e-05, eta: 9:57:29, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2126, decode.acc_seg: 63.5978, aux.loss_ce: 0.6522, aux.acc_seg: 56.7662, loss: 1.8648
2022-08-15 13:26:49,387 - mmseg - INFO - Iter [1650/160000] lr: 5.938e-05, eta: 9:56:18, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1974, decode.acc_seg: 65.3784, aux.loss_ce: 0.6289, aux.acc_seg: 59.6955, loss: 1.8262
2022-08-15 13:27:00,204 - mmseg - INFO - Iter [1700/160000] lr: 5.936e-05, eta: 9:55:23, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0715, decode.acc_seg: 67.9880, aux.loss_ce: 0.5783, aux.acc_seg: 61.2303, loss: 1.6498
2022-08-15 13:27:11,014 - mmseg - INFO - Iter [1750/160000] lr: 5.934e-05, eta: 9:54:29, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1663, decode.acc_seg: 65.2439, aux.loss_ce: 0.6137, aux.acc_seg: 59.4113, loss: 1.7800
2022-08-15 13:27:21,884 - mmseg - INFO - Iter [1800/160000] lr: 5.933e-05, eta: 9:53:42, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 1.1599, decode.acc_seg: 64.8581, aux.loss_ce: 0.6061, aux.acc_seg: 58.3713, loss: 1.7661
2022-08-15 13:27:32,717 - mmseg - INFO - Iter [1850/160000] lr: 5.931e-05, eta: 9:52:54, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1088, decode.acc_seg: 66.5091, aux.loss_ce: 0.5872, aux.acc_seg: 60.7593, loss: 1.6960
2022-08-15 13:27:43,564 - mmseg - INFO - Iter [1900/160000] lr: 5.929e-05, eta: 9:52:10, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0992, decode.acc_seg: 66.6539, aux.loss_ce: 0.5909, aux.acc_seg: 60.0611, loss: 1.6901
2022-08-15 13:27:54,451 - mmseg - INFO - Iter [1950/160000] lr: 5.927e-05, eta: 9:51:30, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1102, decode.acc_seg: 65.3648, aux.loss_ce: 0.5838, aux.acc_seg: 60.0576, loss: 1.6941
2022-08-15 13:28:05,251 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:28:05,251 - mmseg - INFO - Iter [2000/160000] lr: 5.925e-05, eta: 9:50:45, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0823, decode.acc_seg: 66.6168, aux.loss_ce: 0.5777, aux.acc_seg: 60.1387, loss: 1.6600
2022-08-15 13:28:15,935 - mmseg - INFO - Iter [2050/160000] lr: 5.923e-05, eta: 9:49:53, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0583, decode.acc_seg: 67.4409, aux.loss_ce: 0.5679, aux.acc_seg: 61.4530, loss: 1.6262
2022-08-15 13:28:26,613 - mmseg - INFO - Iter [2100/160000] lr: 5.921e-05, eta: 9:49:02, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9852, decode.acc_seg: 68.7020, aux.loss_ce: 0.5292, aux.acc_seg: 62.7041, loss: 1.5144
2022-08-15 13:28:37,309 - mmseg - INFO - Iter [2150/160000] lr: 5.919e-05, eta: 9:48:15, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0514, decode.acc_seg: 67.7458, aux.loss_ce: 0.5619, aux.acc_seg: 61.2900, loss: 1.6133
2022-08-15 13:28:48,000 - mmseg - INFO - Iter [2200/160000] lr: 5.918e-05, eta: 9:47:28, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9698, decode.acc_seg: 69.2543, aux.loss_ce: 0.5108, aux.acc_seg: 63.7056, loss: 1.4806
2022-08-15 13:28:58,878 - mmseg - INFO - Iter [2250/160000] lr: 5.916e-05, eta: 9:46:57, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0232, decode.acc_seg: 68.4996, aux.loss_ce: 0.5339, aux.acc_seg: 63.3293, loss: 1.5571
2022-08-15 13:29:09,657 - mmseg - INFO - Iter [2300/160000] lr: 5.914e-05, eta: 9:46:19, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9466, decode.acc_seg: 68.7185, aux.loss_ce: 0.5128, aux.acc_seg: 61.7748, loss: 1.4594
2022-08-15 13:29:20,407 - mmseg - INFO - Iter [2350/160000] lr: 5.912e-05, eta: 9:45:41, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9657, decode.acc_seg: 69.5084, aux.loss_ce: 0.5220, aux.acc_seg: 63.3133, loss: 1.4877
2022-08-15 13:29:31,146 - mmseg - INFO - Iter [2400/160000] lr: 5.910e-05, eta: 9:45:03, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0008, decode.acc_seg: 68.3772, aux.loss_ce: 0.5309, aux.acc_seg: 62.1575, loss: 1.5317
2022-08-15 13:29:41,950 - mmseg - INFO - Iter [2450/160000] lr: 5.908e-05, eta: 9:44:29, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9828, decode.acc_seg: 68.6530, aux.loss_ce: 0.5205, aux.acc_seg: 62.3165, loss: 1.5033
2022-08-15 13:29:52,855 - mmseg - INFO - Iter [2500/160000] lr: 5.906e-05, eta: 9:44:05, time: 0.218, data_time: 0.005, memory: 35982, decode.loss_ce: 0.9221, decode.acc_seg: 69.5482, aux.loss_ce: 0.4980, aux.acc_seg: 63.7305, loss: 1.4201
2022-08-15 13:30:05,924 - mmseg - INFO - Iter [2550/160000] lr: 5.904e-05, eta: 9:45:54, time: 0.261, data_time: 0.050, memory: 35982, decode.loss_ce: 0.9907, decode.acc_seg: 68.6160, aux.loss_ce: 0.5184, aux.acc_seg: 63.6859, loss: 1.5091
2022-08-15 13:30:16,625 - mmseg - INFO - Iter [2600/160000] lr: 5.903e-05, eta: 9:45:15, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9545, decode.acc_seg: 68.9165, aux.loss_ce: 0.5095, aux.acc_seg: 63.0709, loss: 1.4640
2022-08-15 13:30:27,333 - mmseg - INFO - Iter [2650/160000] lr: 5.901e-05, eta: 9:44:37, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9104, decode.acc_seg: 70.2255, aux.loss_ce: 0.5057, aux.acc_seg: 63.7835, loss: 1.4160
2022-08-15 13:30:38,098 - mmseg - INFO - Iter [2700/160000] lr: 5.899e-05, eta: 9:44:03, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9301, decode.acc_seg: 69.7688, aux.loss_ce: 0.5076, aux.acc_seg: 63.0395, loss: 1.4376
2022-08-15 13:30:48,789 - mmseg - INFO - Iter [2750/160000] lr: 5.897e-05, eta: 9:43:27, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9091, decode.acc_seg: 70.6244, aux.loss_ce: 0.5059, aux.acc_seg: 64.1446, loss: 1.4150
2022-08-15 13:30:59,512 - mmseg - INFO - Iter [2800/160000] lr: 5.895e-05, eta: 9:42:53, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9332, decode.acc_seg: 70.0806, aux.loss_ce: 0.4976, aux.acc_seg: 64.1181, loss: 1.4308
2022-08-15 13:31:10,185 - mmseg - INFO - Iter [2850/160000] lr: 5.893e-05, eta: 9:42:17, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8878, decode.acc_seg: 70.3482, aux.loss_ce: 0.4825, aux.acc_seg: 63.9300, loss: 1.3703
2022-08-15 13:31:20,829 - mmseg - INFO - Iter [2900/160000] lr: 5.891e-05, eta: 9:41:40, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9465, decode.acc_seg: 69.2544, aux.loss_ce: 0.5117, aux.acc_seg: 63.0885, loss: 1.4582
2022-08-15 13:31:31,603 - mmseg - INFO - Iter [2950/160000] lr: 5.889e-05, eta: 9:41:11, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8990, decode.acc_seg: 70.8062, aux.loss_ce: 0.4915, aux.acc_seg: 64.6042, loss: 1.3906
2022-08-15 13:31:42,329 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:31:42,329 - mmseg - INFO - Iter [3000/160000] lr: 5.888e-05, eta: 9:40:40, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8721, decode.acc_seg: 70.7700, aux.loss_ce: 0.4745, aux.acc_seg: 64.1309, loss: 1.3466
2022-08-15 13:31:53,268 - mmseg - INFO - Iter [3050/160000] lr: 5.886e-05, eta: 9:40:21, time: 0.219, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8846, decode.acc_seg: 70.3794, aux.loss_ce: 0.4758, aux.acc_seg: 65.1560, loss: 1.3604
2022-08-15 13:32:03,942 - mmseg - INFO - Iter [3100/160000] lr: 5.884e-05, eta: 9:39:49, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8923, decode.acc_seg: 70.6432, aux.loss_ce: 0.4826, aux.acc_seg: 64.9141, loss: 1.3749
2022-08-15 13:32:14,702 - mmseg - INFO - Iter [3150/160000] lr: 5.882e-05, eta: 9:39:21, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8777, decode.acc_seg: 70.4411, aux.loss_ce: 0.4717, aux.acc_seg: 64.7361, loss: 1.3494
2022-08-15 13:32:25,551 - mmseg - INFO - Iter [3200/160000] lr: 5.880e-05, eta: 9:38:59, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.9077, decode.acc_seg: 70.6352, aux.loss_ce: 0.4925, aux.acc_seg: 64.6024, loss: 1.4002
2022-08-15 13:32:36,327 - mmseg - INFO - Iter [3250/160000] lr: 5.878e-05, eta: 9:38:33, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8433, decode.acc_seg: 71.0918, aux.loss_ce: 0.4494, aux.acc_seg: 65.6631, loss: 1.2927
2022-08-15 13:32:47,033 - mmseg - INFO - Iter [3300/160000] lr: 5.876e-05, eta: 9:38:05, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8542, decode.acc_seg: 71.1261, aux.loss_ce: 0.4588, aux.acc_seg: 65.7044, loss: 1.3130
2022-08-15 13:32:57,788 - mmseg - INFO - Iter [3350/160000] lr: 5.874e-05, eta: 9:37:39, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8664, decode.acc_seg: 71.5044, aux.loss_ce: 0.4611, aux.acc_seg: 65.9220, loss: 1.3275
2022-08-15 13:33:08,500 - mmseg - INFO - Iter [3400/160000] lr: 5.873e-05, eta: 9:37:12, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8641, decode.acc_seg: 71.0977, aux.loss_ce: 0.4674, aux.acc_seg: 64.4236, loss: 1.3315
2022-08-15 13:33:19,233 - mmseg - INFO - Iter [3450/160000] lr: 5.871e-05, eta: 9:36:46, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8610, decode.acc_seg: 70.9205, aux.loss_ce: 0.4663, aux.acc_seg: 65.0326, loss: 1.3273
2022-08-15 13:33:30,004 - mmseg - INFO - Iter [3500/160000] lr: 5.869e-05, eta: 9:36:23, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8351, decode.acc_seg: 72.1283, aux.loss_ce: 0.4549, aux.acc_seg: 65.6756, loss: 1.2900
2022-08-15 13:33:40,873 - mmseg - INFO - Iter [3550/160000] lr: 5.867e-05, eta: 9:36:04, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8419, decode.acc_seg: 71.4770, aux.loss_ce: 0.4521, aux.acc_seg: 66.1658, loss: 1.2940
2022-08-15 13:33:51,687 - mmseg - INFO - Iter [3600/160000] lr: 5.865e-05, eta: 9:35:42, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8548, decode.acc_seg: 71.7019, aux.loss_ce: 0.4533, aux.acc_seg: 65.8887, loss: 1.3081
2022-08-15 13:34:02,525 - mmseg - INFO - Iter [3650/160000] lr: 5.863e-05, eta: 9:35:23, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8735, decode.acc_seg: 70.7332, aux.loss_ce: 0.4623, aux.acc_seg: 65.7892, loss: 1.3358
2022-08-15 13:34:13,446 - mmseg - INFO - Iter [3700/160000] lr: 5.861e-05, eta: 9:35:06, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7974, decode.acc_seg: 73.0419, aux.loss_ce: 0.4343, aux.acc_seg: 67.3372, loss: 1.2317
2022-08-15 13:34:24,265 - mmseg - INFO - Iter [3750/160000] lr: 5.859e-05, eta: 9:34:46, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7886, decode.acc_seg: 72.0874, aux.loss_ce: 0.4284, aux.acc_seg: 66.0115, loss: 1.2170
2022-08-15 13:34:37,317 - mmseg - INFO - Iter [3800/160000] lr: 5.858e-05, eta: 9:35:58, time: 0.261, data_time: 0.052, memory: 35982, decode.loss_ce: 0.8411, decode.acc_seg: 71.7803, aux.loss_ce: 0.4646, aux.acc_seg: 64.9265, loss: 1.3057
2022-08-15 13:34:48,057 - mmseg - INFO - Iter [3850/160000] lr: 5.856e-05, eta: 9:35:34, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7815, decode.acc_seg: 72.6506, aux.loss_ce: 0.4412, aux.acc_seg: 65.5991, loss: 1.2227
2022-08-15 13:34:58,937 - mmseg - INFO - Iter [3900/160000] lr: 5.854e-05, eta: 9:35:16, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8430, decode.acc_seg: 71.5421, aux.loss_ce: 0.4561, aux.acc_seg: 65.5325, loss: 1.2990
2022-08-15 13:35:09,837 - mmseg - INFO - Iter [3950/160000] lr: 5.852e-05, eta: 9:34:58, time: 0.218, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7636, decode.acc_seg: 73.7877, aux.loss_ce: 0.4269, aux.acc_seg: 67.5077, loss: 1.1905
2022-08-15 13:35:20,501 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:35:20,501 - mmseg - INFO - Iter [4000/160000] lr: 5.850e-05, eta: 9:34:32, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7793, decode.acc_seg: 73.2802, aux.loss_ce: 0.4232, aux.acc_seg: 67.2304, loss: 1.2025
2022-08-15 13:35:31,141 - mmseg - INFO - Iter [4050/160000] lr: 5.848e-05, eta: 9:34:05, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8468, decode.acc_seg: 71.7414, aux.loss_ce: 0.4506, aux.acc_seg: 65.9510, loss: 1.2975
2022-08-15 13:35:41,887 - mmseg - INFO - Iter [4100/160000] lr: 5.846e-05, eta: 9:33:43, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7719, decode.acc_seg: 73.5099, aux.loss_ce: 0.4147, aux.acc_seg: 67.3940, loss: 1.1866
2022-08-15 13:35:52,644 - mmseg - INFO - Iter [4150/160000] lr: 5.844e-05, eta: 9:33:21, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7715, decode.acc_seg: 72.8220, aux.loss_ce: 0.4128, aux.acc_seg: 67.6637, loss: 1.1842
2022-08-15 13:36:03,507 - mmseg - INFO - Iter [4200/160000] lr: 5.843e-05, eta: 9:33:04, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7815, decode.acc_seg: 72.5859, aux.loss_ce: 0.4151, aux.acc_seg: 67.0238, loss: 1.1966
2022-08-15 13:36:14,294 - mmseg - INFO - Iter [4250/160000] lr: 5.841e-05, eta: 9:32:43, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7950, decode.acc_seg: 72.2694, aux.loss_ce: 0.4253, aux.acc_seg: 66.8723, loss: 1.2203
2022-08-15 13:36:25,054 - mmseg - INFO - Iter [4300/160000] lr: 5.839e-05, eta: 9:32:23, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8061, decode.acc_seg: 72.6099, aux.loss_ce: 0.4423, aux.acc_seg: 66.1787, loss: 1.2484
2022-08-15 13:36:35,829 - mmseg - INFO - Iter [4350/160000] lr: 5.837e-05, eta: 9:32:03, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7806, decode.acc_seg: 72.5880, aux.loss_ce: 0.4329, aux.acc_seg: 66.0585, loss: 1.2135
2022-08-15 13:36:46,525 - mmseg - INFO - Iter [4400/160000] lr: 5.835e-05, eta: 9:31:40, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7527, decode.acc_seg: 74.0028, aux.loss_ce: 0.4175, aux.acc_seg: 67.6453, loss: 1.1702
2022-08-15 13:36:57,332 - mmseg - INFO - Iter [4450/160000] lr: 5.833e-05, eta: 9:31:21, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7601, decode.acc_seg: 73.5811, aux.loss_ce: 0.4205, aux.acc_seg: 67.1669, loss: 1.1807
2022-08-15 13:37:08,103 - mmseg - INFO - Iter [4500/160000] lr: 5.831e-05, eta: 9:31:01, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7335, decode.acc_seg: 73.5760, aux.loss_ce: 0.4020, aux.acc_seg: 67.6332, loss: 1.1356
2022-08-15 13:37:18,803 - mmseg - INFO - Iter [4550/160000] lr: 5.829e-05, eta: 9:30:40, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8007, decode.acc_seg: 72.6632, aux.loss_ce: 0.4241, aux.acc_seg: 67.0910, loss: 1.2249
2022-08-15 13:37:29,734 - mmseg - INFO - Iter [4600/160000] lr: 5.828e-05, eta: 9:30:26, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7706, decode.acc_seg: 73.1247, aux.loss_ce: 0.4202, aux.acc_seg: 67.4703, loss: 1.1908
2022-08-15 13:37:40,463 - mmseg - INFO - Iter [4650/160000] lr: 5.826e-05, eta: 9:30:06, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7706, decode.acc_seg: 73.4568, aux.loss_ce: 0.4288, aux.acc_seg: 66.3512, loss: 1.1993
2022-08-15 13:37:51,329 - mmseg - INFO - Iter [4700/160000] lr: 5.824e-05, eta: 9:29:50, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7772, decode.acc_seg: 73.2373, aux.loss_ce: 0.4255, aux.acc_seg: 67.2434, loss: 1.2028
2022-08-15 13:38:02,050 - mmseg - INFO - Iter [4750/160000] lr: 5.822e-05, eta: 9:29:29, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8183, decode.acc_seg: 71.8344, aux.loss_ce: 0.4414, aux.acc_seg: 65.6265, loss: 1.2597
2022-08-15 13:38:12,806 - mmseg - INFO - Iter [4800/160000] lr: 5.820e-05, eta: 9:29:10, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7401, decode.acc_seg: 73.8020, aux.loss_ce: 0.4027, aux.acc_seg: 68.0497, loss: 1.1428
2022-08-15 13:38:23,483 - mmseg - INFO - Iter [4850/160000] lr: 5.818e-05, eta: 9:28:49, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7368, decode.acc_seg: 73.6908, aux.loss_ce: 0.4018, aux.acc_seg: 67.9963, loss: 1.1386
2022-08-15 13:38:34,296 - mmseg - INFO - Iter [4900/160000] lr: 5.816e-05, eta: 9:28:32, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7754, decode.acc_seg: 72.2069, aux.loss_ce: 0.4181, aux.acc_seg: 66.2529, loss: 1.1935
2022-08-15 13:38:45,018 - mmseg - INFO - Iter [4950/160000] lr: 5.814e-05, eta: 9:28:13, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7467, decode.acc_seg: 73.7115, aux.loss_ce: 0.4044, aux.acc_seg: 67.4603, loss: 1.1511
2022-08-15 13:38:55,835 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:38:55,835 - mmseg - INFO - Iter [5000/160000] lr: 5.813e-05, eta: 9:27:56, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7460, decode.acc_seg: 73.9676, aux.loss_ce: 0.3998, aux.acc_seg: 67.7930, loss: 1.1458
2022-08-15 13:39:06,485 - mmseg - INFO - Iter [5050/160000] lr: 5.811e-05, eta: 9:27:34, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7372, decode.acc_seg: 73.8690, aux.loss_ce: 0.3937, aux.acc_seg: 68.0209, loss: 1.1309
2022-08-15 13:39:19,502 - mmseg - INFO - Iter [5100/160000] lr: 5.809e-05, eta: 9:28:25, time: 0.260, data_time: 0.049, memory: 35982, decode.loss_ce: 0.7141, decode.acc_seg: 74.6287, aux.loss_ce: 0.3875, aux.acc_seg: 68.9618, loss: 1.1016
2022-08-15 13:39:30,330 - mmseg - INFO - Iter [5150/160000] lr: 5.807e-05, eta: 9:28:09, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7594, decode.acc_seg: 73.7755, aux.loss_ce: 0.4181, aux.acc_seg: 66.6891, loss: 1.1775
2022-08-15 13:39:41,373 - mmseg - INFO - Iter [5200/160000] lr: 5.805e-05, eta: 9:27:58, time: 0.221, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7113, decode.acc_seg: 74.3178, aux.loss_ce: 0.3950, aux.acc_seg: 68.0546, loss: 1.1063
2022-08-15 13:39:52,228 - mmseg - INFO - Iter [5250/160000] lr: 5.803e-05, eta: 9:27:43, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6920, decode.acc_seg: 75.2995, aux.loss_ce: 0.3904, aux.acc_seg: 68.4869, loss: 1.0825
2022-08-15 13:40:02,963 - mmseg - INFO - Iter [5300/160000] lr: 5.801e-05, eta: 9:27:24, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6986, decode.acc_seg: 74.7966, aux.loss_ce: 0.3845, aux.acc_seg: 68.5780, loss: 1.0831
2022-08-15 13:40:13,657 - mmseg - INFO - Iter [5350/160000] lr: 5.799e-05, eta: 9:27:04, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7204, decode.acc_seg: 75.0022, aux.loss_ce: 0.4030, aux.acc_seg: 67.6074, loss: 1.1233
2022-08-15 13:40:24,306 - mmseg - INFO - Iter [5400/160000] lr: 5.798e-05, eta: 9:26:43, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7304, decode.acc_seg: 74.2954, aux.loss_ce: 0.3923, aux.acc_seg: 68.6840, loss: 1.1226
2022-08-15 13:40:35,006 - mmseg - INFO - Iter [5450/160000] lr: 5.796e-05, eta: 9:26:23, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7286, decode.acc_seg: 74.1144, aux.loss_ce: 0.3980, aux.acc_seg: 67.9033, loss: 1.1266
2022-08-15 13:40:45,800 - mmseg - INFO - Iter [5500/160000] lr: 5.794e-05, eta: 9:26:07, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6612, decode.acc_seg: 75.9922, aux.loss_ce: 0.3709, aux.acc_seg: 69.8702, loss: 1.0321
2022-08-15 13:40:56,514 - mmseg - INFO - Iter [5550/160000] lr: 5.792e-05, eta: 9:25:48, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7202, decode.acc_seg: 74.6984, aux.loss_ce: 0.3867, aux.acc_seg: 69.1898, loss: 1.1068
2022-08-15 13:41:07,214 - mmseg - INFO - Iter [5600/160000] lr: 5.790e-05, eta: 9:25:29, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6842, decode.acc_seg: 74.7377, aux.loss_ce: 0.3883, aux.acc_seg: 68.6007, loss: 1.0725
2022-08-15 13:41:17,940 - mmseg - INFO - Iter [5650/160000] lr: 5.788e-05, eta: 9:25:11, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7003, decode.acc_seg: 74.8594, aux.loss_ce: 0.3815, aux.acc_seg: 69.3596, loss: 1.0818
2022-08-15 13:41:28,809 - mmseg - INFO - Iter [5700/160000] lr: 5.786e-05, eta: 9:24:57, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7170, decode.acc_seg: 75.0403, aux.loss_ce: 0.3829, aux.acc_seg: 69.7700, loss: 1.0998
2022-08-15 13:41:39,521 - mmseg - INFO - Iter [5750/160000] lr: 5.784e-05, eta: 9:24:39, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7615, decode.acc_seg: 73.2497, aux.loss_ce: 0.4202, aux.acc_seg: 66.2517, loss: 1.1817
2022-08-15 13:41:50,199 - mmseg - INFO - Iter [5800/160000] lr: 5.783e-05, eta: 9:24:20, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6999, decode.acc_seg: 74.0911, aux.loss_ce: 0.3753, aux.acc_seg: 68.4464, loss: 1.0752
2022-08-15 13:42:00,839 - mmseg - INFO - Iter [5850/160000] lr: 5.781e-05, eta: 9:24:00, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6958, decode.acc_seg: 74.6869, aux.loss_ce: 0.3749, aux.acc_seg: 69.0663, loss: 1.0708
2022-08-15 13:42:11,563 - mmseg - INFO - Iter [5900/160000] lr: 5.779e-05, eta: 9:23:42, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7340, decode.acc_seg: 74.7486, aux.loss_ce: 0.3978, aux.acc_seg: 68.9961, loss: 1.1318
2022-08-15 13:42:22,496 - mmseg - INFO - Iter [5950/160000] lr: 5.777e-05, eta: 9:23:30, time: 0.219, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6838, decode.acc_seg: 74.6337, aux.loss_ce: 0.3704, aux.acc_seg: 69.3576, loss: 1.0541
2022-08-15 13:42:33,319 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:42:33,319 - mmseg - INFO - Iter [6000/160000] lr: 5.775e-05, eta: 9:23:15, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6772, decode.acc_seg: 74.8361, aux.loss_ce: 0.3743, aux.acc_seg: 69.1660, loss: 1.0515
2022-08-15 13:42:44,063 - mmseg - INFO - Iter [6050/160000] lr: 5.773e-05, eta: 9:22:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6839, decode.acc_seg: 75.2361, aux.loss_ce: 0.3771, aux.acc_seg: 69.5111, loss: 1.0609
2022-08-15 13:42:54,790 - mmseg - INFO - Iter [6100/160000] lr: 5.771e-05, eta: 9:22:41, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7340, decode.acc_seg: 73.6295, aux.loss_ce: 0.4002, aux.acc_seg: 67.2938, loss: 1.1342
2022-08-15 13:43:05,484 - mmseg - INFO - Iter [6150/160000] lr: 5.769e-05, eta: 9:22:24, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6931, decode.acc_seg: 74.6555, aux.loss_ce: 0.3662, aux.acc_seg: 69.4161, loss: 1.0593
2022-08-15 13:43:16,232 - mmseg - INFO - Iter [6200/160000] lr: 5.768e-05, eta: 9:22:07, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7157, decode.acc_seg: 73.7903, aux.loss_ce: 0.3731, aux.acc_seg: 69.0936, loss: 1.0888
2022-08-15 13:43:27,090 - mmseg - INFO - Iter [6250/160000] lr: 5.766e-05, eta: 9:21:54, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6826, decode.acc_seg: 75.8104, aux.loss_ce: 0.3678, aux.acc_seg: 69.5893, loss: 1.0503
2022-08-15 13:43:37,807 - mmseg - INFO - Iter [6300/160000] lr: 5.764e-05, eta: 9:21:36, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7265, decode.acc_seg: 74.8983, aux.loss_ce: 0.3813, aux.acc_seg: 69.5864, loss: 1.1078
2022-08-15 13:43:50,733 - mmseg - INFO - Iter [6350/160000] lr: 5.762e-05, eta: 9:22:13, time: 0.259, data_time: 0.050, memory: 35982, decode.loss_ce: 0.7201, decode.acc_seg: 74.5285, aux.loss_ce: 0.3892, aux.acc_seg: 68.0446, loss: 1.1093
2022-08-15 13:44:01,534 - mmseg - INFO - Iter [6400/160000] lr: 5.760e-05, eta: 9:21:58, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6922, decode.acc_seg: 74.8276, aux.loss_ce: 0.3759, aux.acc_seg: 68.7370, loss: 1.0681
2022-08-15 13:44:12,226 - mmseg - INFO - Iter [6450/160000] lr: 5.758e-05, eta: 9:21:40, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6431, decode.acc_seg: 75.5895, aux.loss_ce: 0.3568, aux.acc_seg: 69.3887, loss: 0.9999
2022-08-15 13:44:22,912 - mmseg - INFO - Iter [6500/160000] lr: 5.756e-05, eta: 9:21:22, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6360, decode.acc_seg: 77.0321, aux.loss_ce: 0.3546, aux.acc_seg: 70.7815, loss: 0.9906
2022-08-15 13:44:33,647 - mmseg - INFO - Iter [6550/160000] lr: 5.754e-05, eta: 9:21:06, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6338, decode.acc_seg: 76.2373, aux.loss_ce: 0.3493, aux.acc_seg: 70.8931, loss: 0.9831
2022-08-15 13:44:44,501 - mmseg - INFO - Iter [6600/160000] lr: 5.753e-05, eta: 9:20:52, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6378, decode.acc_seg: 77.0784, aux.loss_ce: 0.3472, aux.acc_seg: 71.5814, loss: 0.9850
2022-08-15 13:44:55,389 - mmseg - INFO - Iter [6650/160000] lr: 5.751e-05, eta: 9:20:39, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6712, decode.acc_seg: 75.8282, aux.loss_ce: 0.3566, aux.acc_seg: 71.0403, loss: 1.0278
2022-08-15 13:45:06,207 - mmseg - INFO - Iter [6700/160000] lr: 5.749e-05, eta: 9:20:25, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6584, decode.acc_seg: 76.2047, aux.loss_ce: 0.3573, aux.acc_seg: 70.3503, loss: 1.0156
2022-08-15 13:45:16,996 - mmseg - INFO - Iter [6750/160000] lr: 5.747e-05, eta: 9:20:10, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6881, decode.acc_seg: 74.8877, aux.loss_ce: 0.3847, aux.acc_seg: 67.8926, loss: 1.0728
2022-08-15 13:45:27,683 - mmseg - INFO - Iter [6800/160000] lr: 5.745e-05, eta: 9:19:52, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6868, decode.acc_seg: 74.5406, aux.loss_ce: 0.3713, aux.acc_seg: 68.1802, loss: 1.0580
2022-08-15 13:45:38,419 - mmseg - INFO - Iter [6850/160000] lr: 5.743e-05, eta: 9:19:37, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7058, decode.acc_seg: 75.3397, aux.loss_ce: 0.3838, aux.acc_seg: 69.1715, loss: 1.0896
2022-08-15 13:45:49,183 - mmseg - INFO - Iter [6900/160000] lr: 5.741e-05, eta: 9:19:21, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6591, decode.acc_seg: 75.9876, aux.loss_ce: 0.3634, aux.acc_seg: 69.4470, loss: 1.0225
2022-08-15 13:45:59,992 - mmseg - INFO - Iter [6950/160000] lr: 5.739e-05, eta: 9:19:07, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6693, decode.acc_seg: 75.5218, aux.loss_ce: 0.3616, aux.acc_seg: 70.1737, loss: 1.0309
2022-08-15 13:46:10,764 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:46:10,764 - mmseg - INFO - Iter [7000/160000] lr: 5.738e-05, eta: 9:18:52, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6720, decode.acc_seg: 75.7746, aux.loss_ce: 0.3620, aux.acc_seg: 69.7030, loss: 1.0340
2022-08-15 13:46:21,532 - mmseg - INFO - Iter [7050/160000] lr: 5.736e-05, eta: 9:18:37, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6904, decode.acc_seg: 74.9754, aux.loss_ce: 0.3710, aux.acc_seg: 69.0796, loss: 1.0614
2022-08-15 13:46:32,199 - mmseg - INFO - Iter [7100/160000] lr: 5.734e-05, eta: 9:18:19, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6938, decode.acc_seg: 75.7815, aux.loss_ce: 0.3628, aux.acc_seg: 70.6616, loss: 1.0566
2022-08-15 13:46:42,910 - mmseg - INFO - Iter [7150/160000] lr: 5.732e-05, eta: 9:18:03, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6518, decode.acc_seg: 75.6881, aux.loss_ce: 0.3469, aux.acc_seg: 70.6934, loss: 0.9988
2022-08-15 13:46:53,582 - mmseg - INFO - Iter [7200/160000] lr: 5.730e-05, eta: 9:17:46, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6648, decode.acc_seg: 75.9689, aux.loss_ce: 0.3511, aux.acc_seg: 71.2955, loss: 1.0158
2022-08-15 13:47:04,250 - mmseg - INFO - Iter [7250/160000] lr: 5.728e-05, eta: 9:17:29, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6879, decode.acc_seg: 75.1273, aux.loss_ce: 0.3645, aux.acc_seg: 69.9805, loss: 1.0524
2022-08-15 13:47:15,065 - mmseg - INFO - Iter [7300/160000] lr: 5.726e-05, eta: 9:17:16, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7349, decode.acc_seg: 74.1487, aux.loss_ce: 0.3890, aux.acc_seg: 68.3135, loss: 1.1240
2022-08-15 13:47:25,764 - mmseg - INFO - Iter [7350/160000] lr: 5.724e-05, eta: 9:16:59, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7151, decode.acc_seg: 74.1575, aux.loss_ce: 0.3800, aux.acc_seg: 68.1425, loss: 1.0951
2022-08-15 13:47:36,602 - mmseg - INFO - Iter [7400/160000] lr: 5.723e-05, eta: 9:16:46, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6902, decode.acc_seg: 75.2252, aux.loss_ce: 0.3664, aux.acc_seg: 69.5086, loss: 1.0566
2022-08-15 13:47:47,394 - mmseg - INFO - Iter [7450/160000] lr: 5.721e-05, eta: 9:16:32, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6674, decode.acc_seg: 75.9377, aux.loss_ce: 0.3466, aux.acc_seg: 70.6294, loss: 1.0141
2022-08-15 13:47:58,125 - mmseg - INFO - Iter [7500/160000] lr: 5.719e-05, eta: 9:16:17, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6607, decode.acc_seg: 75.4039, aux.loss_ce: 0.3491, aux.acc_seg: 70.6315, loss: 1.0099
2022-08-15 13:48:09,173 - mmseg - INFO - Iter [7550/160000] lr: 5.717e-05, eta: 9:16:08, time: 0.221, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6622, decode.acc_seg: 75.7881, aux.loss_ce: 0.3574, aux.acc_seg: 70.0788, loss: 1.0196
2022-08-15 13:48:22,210 - mmseg - INFO - Iter [7600/160000] lr: 5.715e-05, eta: 9:16:39, time: 0.261, data_time: 0.050, memory: 35982, decode.loss_ce: 0.6999, decode.acc_seg: 75.0539, aux.loss_ce: 0.3683, aux.acc_seg: 69.7897, loss: 1.0683
2022-08-15 13:48:32,975 - mmseg - INFO - Iter [7650/160000] lr: 5.713e-05, eta: 9:16:24, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6366, decode.acc_seg: 76.6898, aux.loss_ce: 0.3411, aux.acc_seg: 70.9566, loss: 0.9777
2022-08-15 13:48:43,756 - mmseg - INFO - Iter [7700/160000] lr: 5.711e-05, eta: 9:16:10, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6602, decode.acc_seg: 76.3309, aux.loss_ce: 0.3697, aux.acc_seg: 69.1922, loss: 1.0299
2022-08-15 13:48:54,471 - mmseg - INFO - Iter [7750/160000] lr: 5.709e-05, eta: 9:15:54, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6416, decode.acc_seg: 76.6201, aux.loss_ce: 0.3455, aux.acc_seg: 71.1586, loss: 0.9871
2022-08-15 13:49:05,293 - mmseg - INFO - Iter [7800/160000] lr: 5.708e-05, eta: 9:15:41, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6308, decode.acc_seg: 76.2171, aux.loss_ce: 0.3377, aux.acc_seg: 71.6767, loss: 0.9685
2022-08-15 13:49:15,998 - mmseg - INFO - Iter [7850/160000] lr: 5.706e-05, eta: 9:15:25, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6880, decode.acc_seg: 75.4019, aux.loss_ce: 0.3589, aux.acc_seg: 69.4022, loss: 1.0469
2022-08-15 13:49:26,691 - mmseg - INFO - Iter [7900/160000] lr: 5.704e-05, eta: 9:15:09, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6373, decode.acc_seg: 76.4932, aux.loss_ce: 0.3516, aux.acc_seg: 70.4036, loss: 0.9889
2022-08-15 13:49:37,368 - mmseg - INFO - Iter [7950/160000] lr: 5.702e-05, eta: 9:14:53, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6861, decode.acc_seg: 75.0477, aux.loss_ce: 0.3587, aux.acc_seg: 69.6405, loss: 1.0447
2022-08-15 13:49:48,103 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:49:48,103 - mmseg - INFO - Iter [8000/160000] lr: 5.700e-05, eta: 9:14:38, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6645, decode.acc_seg: 75.7616, aux.loss_ce: 0.3515, aux.acc_seg: 70.8997, loss: 1.0160
2022-08-15 13:49:58,832 - mmseg - INFO - Iter [8050/160000] lr: 5.698e-05, eta: 9:14:23, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6480, decode.acc_seg: 76.1125, aux.loss_ce: 0.3494, aux.acc_seg: 69.8784, loss: 0.9974
2022-08-15 13:50:09,540 - mmseg - INFO - Iter [8100/160000] lr: 5.696e-05, eta: 9:14:07, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6687, decode.acc_seg: 75.8954, aux.loss_ce: 0.3570, aux.acc_seg: 69.7899, loss: 1.0257
2022-08-15 13:50:20,254 - mmseg - INFO - Iter [8150/160000] lr: 5.694e-05, eta: 9:13:52, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6536, decode.acc_seg: 75.7504, aux.loss_ce: 0.3493, aux.acc_seg: 70.7058, loss: 1.0029
2022-08-15 13:50:30,913 - mmseg - INFO - Iter [8200/160000] lr: 5.693e-05, eta: 9:13:36, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6152, decode.acc_seg: 77.9235, aux.loss_ce: 0.3325, aux.acc_seg: 72.0037, loss: 0.9477
2022-08-15 13:50:41,577 - mmseg - INFO - Iter [8250/160000] lr: 5.691e-05, eta: 9:13:20, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6152, decode.acc_seg: 76.7755, aux.loss_ce: 0.3334, aux.acc_seg: 71.2378, loss: 0.9486
2022-08-15 13:50:52,312 - mmseg - INFO - Iter [8300/160000] lr: 5.689e-05, eta: 9:13:05, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6380, decode.acc_seg: 76.3061, aux.loss_ce: 0.3471, aux.acc_seg: 70.8482, loss: 0.9851
2022-08-15 13:51:03,090 - mmseg - INFO - Iter [8350/160000] lr: 5.687e-05, eta: 9:12:51, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6113, decode.acc_seg: 77.1891, aux.loss_ce: 0.3308, aux.acc_seg: 71.1674, loss: 0.9421
2022-08-15 13:51:13,800 - mmseg - INFO - Iter [8400/160000] lr: 5.685e-05, eta: 9:12:36, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6173, decode.acc_seg: 77.1480, aux.loss_ce: 0.3240, aux.acc_seg: 72.2731, loss: 0.9414
2022-08-15 13:51:24,647 - mmseg - INFO - Iter [8450/160000] lr: 5.683e-05, eta: 9:12:24, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6476, decode.acc_seg: 76.4492, aux.loss_ce: 0.3377, aux.acc_seg: 71.3882, loss: 0.9854
2022-08-15 13:51:35,344 - mmseg - INFO - Iter [8500/160000] lr: 5.681e-05, eta: 9:12:09, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6475, decode.acc_seg: 75.9598, aux.loss_ce: 0.3418, aux.acc_seg: 70.7364, loss: 0.9893
2022-08-15 13:51:46,017 - mmseg - INFO - Iter [8550/160000] lr: 5.679e-05, eta: 9:11:53, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6495, decode.acc_seg: 75.9092, aux.loss_ce: 0.3445, aux.acc_seg: 70.8326, loss: 0.9940
2022-08-15 13:51:56,674 - mmseg - INFO - Iter [8600/160000] lr: 5.678e-05, eta: 9:11:37, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6275, decode.acc_seg: 76.3467, aux.loss_ce: 0.3369, aux.acc_seg: 70.4924, loss: 0.9644
2022-08-15 13:52:07,410 - mmseg - INFO - Iter [8650/160000] lr: 5.676e-05, eta: 9:11:23, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6387, decode.acc_seg: 76.4113, aux.loss_ce: 0.3419, aux.acc_seg: 70.8528, loss: 0.9806
2022-08-15 13:52:18,091 - mmseg - INFO - Iter [8700/160000] lr: 5.674e-05, eta: 9:11:08, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6726, decode.acc_seg: 75.5032, aux.loss_ce: 0.3564, aux.acc_seg: 69.9695, loss: 1.0290
2022-08-15 13:52:28,772 - mmseg - INFO - Iter [8750/160000] lr: 5.672e-05, eta: 9:10:52, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6462, decode.acc_seg: 76.9372, aux.loss_ce: 0.3398, aux.acc_seg: 71.1904, loss: 0.9860
2022-08-15 13:52:39,430 - mmseg - INFO - Iter [8800/160000] lr: 5.670e-05, eta: 9:10:37, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6274, decode.acc_seg: 76.4133, aux.loss_ce: 0.3371, aux.acc_seg: 70.7766, loss: 0.9645
2022-08-15 13:52:52,363 - mmseg - INFO - Iter [8850/160000] lr: 5.668e-05, eta: 9:11:00, time: 0.259, data_time: 0.049, memory: 35982, decode.loss_ce: 0.6221, decode.acc_seg: 76.8985, aux.loss_ce: 0.3330, aux.acc_seg: 71.5434, loss: 0.9551
2022-08-15 13:53:03,130 - mmseg - INFO - Iter [8900/160000] lr: 5.666e-05, eta: 9:10:46, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6035, decode.acc_seg: 77.2419, aux.loss_ce: 0.3200, aux.acc_seg: 71.9034, loss: 0.9234
2022-08-15 13:53:13,866 - mmseg - INFO - Iter [8950/160000] lr: 5.664e-05, eta: 9:10:32, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6062, decode.acc_seg: 77.1102, aux.loss_ce: 0.3273, aux.acc_seg: 71.8346, loss: 0.9336
2022-08-15 13:53:24,603 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:53:24,603 - mmseg - INFO - Iter [9000/160000] lr: 5.663e-05, eta: 9:10:18, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6097, decode.acc_seg: 76.9724, aux.loss_ce: 0.3229, aux.acc_seg: 71.6564, loss: 0.9326
2022-08-15 13:53:35,473 - mmseg - INFO - Iter [9050/160000] lr: 5.661e-05, eta: 9:10:06, time: 0.218, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6165, decode.acc_seg: 77.2337, aux.loss_ce: 0.3308, aux.acc_seg: 71.6970, loss: 0.9472
2022-08-15 13:53:46,106 - mmseg - INFO - Iter [9100/160000] lr: 5.659e-05, eta: 9:09:50, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6283, decode.acc_seg: 77.1936, aux.loss_ce: 0.3428, aux.acc_seg: 70.9316, loss: 0.9711
2022-08-15 13:53:56,894 - mmseg - INFO - Iter [9150/160000] lr: 5.657e-05, eta: 9:09:37, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6069, decode.acc_seg: 77.4041, aux.loss_ce: 0.3215, aux.acc_seg: 72.6080, loss: 0.9284
2022-08-15 13:54:07,565 - mmseg - INFO - Iter [9200/160000] lr: 5.655e-05, eta: 9:09:22, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6069, decode.acc_seg: 76.9148, aux.loss_ce: 0.3218, aux.acc_seg: 71.9968, loss: 0.9286
2022-08-15 13:54:18,282 - mmseg - INFO - Iter [9250/160000] lr: 5.653e-05, eta: 9:09:07, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5787, decode.acc_seg: 78.4058, aux.loss_ce: 0.3162, aux.acc_seg: 72.7108, loss: 0.8950
2022-08-15 13:54:28,963 - mmseg - INFO - Iter [9300/160000] lr: 5.651e-05, eta: 9:08:52, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6250, decode.acc_seg: 77.2696, aux.loss_ce: 0.3370, aux.acc_seg: 71.8347, loss: 0.9620
2022-08-15 13:54:39,866 - mmseg - INFO - Iter [9350/160000] lr: 5.649e-05, eta: 9:08:41, time: 0.218, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6442, decode.acc_seg: 76.2678, aux.loss_ce: 0.3408, aux.acc_seg: 71.2147, loss: 0.9849
2022-08-15 13:54:50,588 - mmseg - INFO - Iter [9400/160000] lr: 5.648e-05, eta: 9:08:27, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5892, decode.acc_seg: 78.1984, aux.loss_ce: 0.3173, aux.acc_seg: 72.8255, loss: 0.9066
2022-08-15 13:55:01,324 - mmseg - INFO - Iter [9450/160000] lr: 5.646e-05, eta: 9:08:13, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5981, decode.acc_seg: 77.4432, aux.loss_ce: 0.3214, aux.acc_seg: 72.3319, loss: 0.9195
2022-08-15 13:55:12,203 - mmseg - INFO - Iter [9500/160000] lr: 5.644e-05, eta: 9:08:01, time: 0.218, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6146, decode.acc_seg: 76.7995, aux.loss_ce: 0.3304, aux.acc_seg: 71.5467, loss: 0.9450
2022-08-15 13:55:22,909 - mmseg - INFO - Iter [9550/160000] lr: 5.642e-05, eta: 9:07:47, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5958, decode.acc_seg: 77.2788, aux.loss_ce: 0.3263, aux.acc_seg: 71.6241, loss: 0.9221
2022-08-15 13:55:33,531 - mmseg - INFO - Iter [9600/160000] lr: 5.640e-05, eta: 9:07:31, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6103, decode.acc_seg: 77.3106, aux.loss_ce: 0.3250, aux.acc_seg: 71.6460, loss: 0.9353
2022-08-15 13:55:44,332 - mmseg - INFO - Iter [9650/160000] lr: 5.638e-05, eta: 9:07:18, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6345, decode.acc_seg: 77.2541, aux.loss_ce: 0.3358, aux.acc_seg: 71.4382, loss: 0.9703
2022-08-15 13:55:55,062 - mmseg - INFO - Iter [9700/160000] lr: 5.636e-05, eta: 9:07:04, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6048, decode.acc_seg: 77.5117, aux.loss_ce: 0.3346, aux.acc_seg: 71.2914, loss: 0.9394
2022-08-15 13:56:05,920 - mmseg - INFO - Iter [9750/160000] lr: 5.634e-05, eta: 9:06:52, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5997, decode.acc_seg: 77.9320, aux.loss_ce: 0.3143, aux.acc_seg: 73.1094, loss: 0.9140
2022-08-15 13:56:16,611 - mmseg - INFO - Iter [9800/160000] lr: 5.633e-05, eta: 9:06:38, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6361, decode.acc_seg: 76.1878, aux.loss_ce: 0.3302, aux.acc_seg: 71.0026, loss: 0.9663
2022-08-15 13:56:27,511 - mmseg - INFO - Iter [9850/160000] lr: 5.631e-05, eta: 9:06:27, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6388, decode.acc_seg: 76.9122, aux.loss_ce: 0.3331, aux.acc_seg: 71.7806, loss: 0.9719
2022-08-15 13:56:38,184 - mmseg - INFO - Iter [9900/160000] lr: 5.629e-05, eta: 9:06:12, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6071, decode.acc_seg: 77.5415, aux.loss_ce: 0.3214, aux.acc_seg: 72.1950, loss: 0.9285
2022-08-15 13:56:48,918 - mmseg - INFO - Iter [9950/160000] lr: 5.627e-05, eta: 9:05:58, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6115, decode.acc_seg: 76.7445, aux.loss_ce: 0.3204, aux.acc_seg: 72.6339, loss: 0.9320
2022-08-15 13:57:00,035 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 13:57:00,035 - mmseg - INFO - Iter [10000/160000] lr: 5.625e-05, eta: 9:05:51, time: 0.222, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6568, decode.acc_seg: 76.0136, aux.loss_ce: 0.3384, aux.acc_seg: 70.8012, loss: 0.9952
2022-08-15 13:57:10,764 - mmseg - INFO - Iter [10050/160000] lr: 5.623e-05, eta: 9:05:37, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6427, decode.acc_seg: 75.5023, aux.loss_ce: 0.3439, aux.acc_seg: 70.1180, loss: 0.9866
2022-08-15 13:57:21,326 - mmseg - INFO - Iter [10100/160000] lr: 5.621e-05, eta: 9:05:21, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6432, decode.acc_seg: 76.6738, aux.loss_ce: 0.3425, aux.acc_seg: 71.2986, loss: 0.9856
2022-08-15 13:57:34,608 - mmseg - INFO - Iter [10150/160000] lr: 5.619e-05, eta: 9:05:45, time: 0.266, data_time: 0.050, memory: 35982, decode.loss_ce: 0.6151, decode.acc_seg: 77.3769, aux.loss_ce: 0.3339, aux.acc_seg: 71.3478, loss: 0.9491
2022-08-15 13:57:45,335 - mmseg - INFO - Iter [10200/160000] lr: 5.618e-05, eta: 9:05:31, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6130, decode.acc_seg: 77.4002, aux.loss_ce: 0.3324, aux.acc_seg: 71.7483, loss: 0.9454
2022-08-15 13:57:56,091 - mmseg - INFO - Iter [10250/160000] lr: 5.616e-05, eta: 9:05:17, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5817, decode.acc_seg: 78.1494, aux.loss_ce: 0.3049, aux.acc_seg: 73.0704, loss: 0.8866
2022-08-15 13:58:06,859 - mmseg - INFO - Iter [10300/160000] lr: 5.614e-05, eta: 9:05:04, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5874, decode.acc_seg: 77.6303, aux.loss_ce: 0.3079, aux.acc_seg: 72.9738, loss: 0.8953
2022-08-15 13:58:17,564 - mmseg - INFO - Iter [10350/160000] lr: 5.612e-05, eta: 9:04:50, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5872, decode.acc_seg: 77.9765, aux.loss_ce: 0.3142, aux.acc_seg: 72.2937, loss: 0.9013
2022-08-15 13:58:28,246 - mmseg - INFO - Iter [10400/160000] lr: 5.610e-05, eta: 9:04:36, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6014, decode.acc_seg: 77.2830, aux.loss_ce: 0.3260, aux.acc_seg: 71.4399, loss: 0.9274
2022-08-15 13:58:38,914 - mmseg - INFO - Iter [10450/160000] lr: 5.608e-05, eta: 9:04:21, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5638, decode.acc_seg: 78.3665, aux.loss_ce: 0.3045, aux.acc_seg: 73.5655, loss: 0.8683
2022-08-15 13:58:49,521 - mmseg - INFO - Iter [10500/160000] lr: 5.606e-05, eta: 9:04:06, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5866, decode.acc_seg: 78.7082, aux.loss_ce: 0.3327, aux.acc_seg: 72.0303, loss: 0.9193
2022-08-15 13:59:00,233 - mmseg - INFO - Iter [10550/160000] lr: 5.604e-05, eta: 9:03:52, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5752, decode.acc_seg: 78.0924, aux.loss_ce: 0.3161, aux.acc_seg: 72.3042, loss: 0.8913
2022-08-15 13:59:10,939 - mmseg - INFO - Iter [10600/160000] lr: 5.603e-05, eta: 9:03:38, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6107, decode.acc_seg: 77.5084, aux.loss_ce: 0.3330, aux.acc_seg: 71.5865, loss: 0.9437
2022-08-15 13:59:21,710 - mmseg - INFO - Iter [10650/160000] lr: 5.601e-05, eta: 9:03:25, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5900, decode.acc_seg: 77.7525, aux.loss_ce: 0.3136, aux.acc_seg: 72.6501, loss: 0.9036
2022-08-15 13:59:32,434 - mmseg - INFO - Iter [10700/160000] lr: 5.599e-05, eta: 9:03:12, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6276, decode.acc_seg: 76.4498, aux.loss_ce: 0.3368, aux.acc_seg: 71.0141, loss: 0.9644
2022-08-15 13:59:43,086 - mmseg - INFO - Iter [10750/160000] lr: 5.597e-05, eta: 9:02:57, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5935, decode.acc_seg: 77.3599, aux.loss_ce: 0.3123, aux.acc_seg: 72.3972, loss: 0.9057
2022-08-15 13:59:53,674 - mmseg - INFO - Iter [10800/160000] lr: 5.595e-05, eta: 9:02:42, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5935, decode.acc_seg: 77.8154, aux.loss_ce: 0.3173, aux.acc_seg: 72.8919, loss: 0.9108
2022-08-15 14:00:04,439 - mmseg - INFO - Iter [10850/160000] lr: 5.593e-05, eta: 9:02:29, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5569, decode.acc_seg: 78.6592, aux.loss_ce: 0.3005, aux.acc_seg: 72.9391, loss: 0.8574
2022-08-15 14:00:15,116 - mmseg - INFO - Iter [10900/160000] lr: 5.591e-05, eta: 9:02:14, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5792, decode.acc_seg: 78.4674, aux.loss_ce: 0.3121, aux.acc_seg: 73.0622, loss: 0.8913
2022-08-15 14:00:26,219 - mmseg - INFO - Iter [10950/160000] lr: 5.589e-05, eta: 9:02:06, time: 0.222, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5797, decode.acc_seg: 78.4763, aux.loss_ce: 0.3118, aux.acc_seg: 72.9002, loss: 0.8915
2022-08-15 14:00:36,901 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:00:36,901 - mmseg - INFO - Iter [11000/160000] lr: 5.588e-05, eta: 9:01:52, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5859, decode.acc_seg: 78.0578, aux.loss_ce: 0.3074, aux.acc_seg: 73.3507, loss: 0.8934
2022-08-15 14:00:47,624 - mmseg - INFO - Iter [11050/160000] lr: 5.586e-05, eta: 9:01:39, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6084, decode.acc_seg: 77.0227, aux.loss_ce: 0.3293, aux.acc_seg: 71.8311, loss: 0.9377
2022-08-15 14:00:58,350 - mmseg - INFO - Iter [11100/160000] lr: 5.584e-05, eta: 9:01:25, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6004, decode.acc_seg: 77.2854, aux.loss_ce: 0.3166, aux.acc_seg: 72.4063, loss: 0.9170
2022-08-15 14:01:09,049 - mmseg - INFO - Iter [11150/160000] lr: 5.582e-05, eta: 9:01:12, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5985, decode.acc_seg: 77.8169, aux.loss_ce: 0.3054, aux.acc_seg: 73.4070, loss: 0.9039
2022-08-15 14:01:19,831 - mmseg - INFO - Iter [11200/160000] lr: 5.580e-05, eta: 9:00:59, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5839, decode.acc_seg: 77.9505, aux.loss_ce: 0.3051, aux.acc_seg: 73.1250, loss: 0.8890
2022-08-15 14:01:30,589 - mmseg - INFO - Iter [11250/160000] lr: 5.578e-05, eta: 9:00:46, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5917, decode.acc_seg: 78.2583, aux.loss_ce: 0.3258, aux.acc_seg: 72.7852, loss: 0.9175
2022-08-15 14:01:41,281 - mmseg - INFO - Iter [11300/160000] lr: 5.576e-05, eta: 9:00:32, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5924, decode.acc_seg: 77.5432, aux.loss_ce: 0.3182, aux.acc_seg: 72.2545, loss: 0.9107
2022-08-15 14:01:52,039 - mmseg - INFO - Iter [11350/160000] lr: 5.574e-05, eta: 9:00:20, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6061, decode.acc_seg: 77.5798, aux.loss_ce: 0.3210, aux.acc_seg: 72.7323, loss: 0.9271
2022-08-15 14:02:04,962 - mmseg - INFO - Iter [11400/160000] lr: 5.573e-05, eta: 9:00:35, time: 0.258, data_time: 0.050, memory: 35982, decode.loss_ce: 0.5914, decode.acc_seg: 77.8151, aux.loss_ce: 0.3078, aux.acc_seg: 72.7973, loss: 0.8992
2022-08-15 14:02:15,683 - mmseg - INFO - Iter [11450/160000] lr: 5.571e-05, eta: 9:00:22, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5866, decode.acc_seg: 78.4154, aux.loss_ce: 0.3169, aux.acc_seg: 72.9896, loss: 0.9035
2022-08-15 14:02:26,404 - mmseg - INFO - Iter [11500/160000] lr: 5.569e-05, eta: 9:00:08, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5600, decode.acc_seg: 78.0764, aux.loss_ce: 0.3091, aux.acc_seg: 72.3472, loss: 0.8691
2022-08-15 14:02:37,126 - mmseg - INFO - Iter [11550/160000] lr: 5.567e-05, eta: 8:59:55, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5438, decode.acc_seg: 79.5167, aux.loss_ce: 0.2967, aux.acc_seg: 73.7856, loss: 0.8404
2022-08-15 14:02:47,770 - mmseg - INFO - Iter [11600/160000] lr: 5.565e-05, eta: 8:59:41, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5617, decode.acc_seg: 78.8590, aux.loss_ce: 0.3038, aux.acc_seg: 73.4033, loss: 0.8655
2022-08-15 14:02:58,353 - mmseg - INFO - Iter [11650/160000] lr: 5.563e-05, eta: 8:59:25, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5705, decode.acc_seg: 78.5687, aux.loss_ce: 0.3048, aux.acc_seg: 73.2642, loss: 0.8753
2022-08-15 14:03:09,071 - mmseg - INFO - Iter [11700/160000] lr: 5.561e-05, eta: 8:59:12, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5805, decode.acc_seg: 78.3645, aux.loss_ce: 0.3171, aux.acc_seg: 72.6602, loss: 0.8976
2022-08-15 14:03:19,767 - mmseg - INFO - Iter [11750/160000] lr: 5.559e-05, eta: 8:58:59, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5948, decode.acc_seg: 77.4390, aux.loss_ce: 0.3191, aux.acc_seg: 72.2646, loss: 0.9139
2022-08-15 14:03:30,341 - mmseg - INFO - Iter [11800/160000] lr: 5.558e-05, eta: 8:58:43, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5494, decode.acc_seg: 78.9943, aux.loss_ce: 0.3006, aux.acc_seg: 73.2770, loss: 0.8500
2022-08-15 14:03:40,951 - mmseg - INFO - Iter [11850/160000] lr: 5.556e-05, eta: 8:58:29, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5965, decode.acc_seg: 77.9828, aux.loss_ce: 0.3153, aux.acc_seg: 72.7373, loss: 0.9118
2022-08-15 14:03:51,653 - mmseg - INFO - Iter [11900/160000] lr: 5.554e-05, eta: 8:58:15, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5752, decode.acc_seg: 78.3000, aux.loss_ce: 0.3127, aux.acc_seg: 73.4842, loss: 0.8879
2022-08-15 14:04:02,269 - mmseg - INFO - Iter [11950/160000] lr: 5.552e-05, eta: 8:58:01, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5429, decode.acc_seg: 78.7069, aux.loss_ce: 0.2926, aux.acc_seg: 73.4324, loss: 0.8354
2022-08-15 14:04:12,973 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:04:12,974 - mmseg - INFO - Iter [12000/160000] lr: 5.550e-05, eta: 8:57:48, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5825, decode.acc_seg: 78.0937, aux.loss_ce: 0.3055, aux.acc_seg: 73.4952, loss: 0.8880
2022-08-15 14:04:23,647 - mmseg - INFO - Iter [12050/160000] lr: 5.548e-05, eta: 8:57:34, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5631, decode.acc_seg: 78.2425, aux.loss_ce: 0.3056, aux.acc_seg: 72.7363, loss: 0.8687
2022-08-15 14:04:34,455 - mmseg - INFO - Iter [12100/160000] lr: 5.546e-05, eta: 8:57:22, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5858, decode.acc_seg: 78.4460, aux.loss_ce: 0.3089, aux.acc_seg: 73.7129, loss: 0.8947
2022-08-15 14:04:45,226 - mmseg - INFO - Iter [12150/160000] lr: 5.544e-05, eta: 8:57:09, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5452, decode.acc_seg: 79.5240, aux.loss_ce: 0.2978, aux.acc_seg: 74.5959, loss: 0.8430
2022-08-15 14:04:55,864 - mmseg - INFO - Iter [12200/160000] lr: 5.543e-05, eta: 8:56:55, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5754, decode.acc_seg: 77.7601, aux.loss_ce: 0.3028, aux.acc_seg: 72.8897, loss: 0.8782
2022-08-15 14:05:06,591 - mmseg - INFO - Iter [12250/160000] lr: 5.541e-05, eta: 8:56:42, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5704, decode.acc_seg: 78.2848, aux.loss_ce: 0.2998, aux.acc_seg: 73.6062, loss: 0.8703
2022-08-15 14:05:17,231 - mmseg - INFO - Iter [12300/160000] lr: 5.539e-05, eta: 8:56:28, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6245, decode.acc_seg: 76.3703, aux.loss_ce: 0.3354, aux.acc_seg: 70.9214, loss: 0.9599
2022-08-15 14:05:27,894 - mmseg - INFO - Iter [12350/160000] lr: 5.537e-05, eta: 8:56:15, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5819, decode.acc_seg: 78.3656, aux.loss_ce: 0.3036, aux.acc_seg: 74.0109, loss: 0.8854
2022-08-15 14:05:38,513 - mmseg - INFO - Iter [12400/160000] lr: 5.535e-05, eta: 8:56:00, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5677, decode.acc_seg: 78.5263, aux.loss_ce: 0.2984, aux.acc_seg: 73.5356, loss: 0.8661
2022-08-15 14:05:49,321 - mmseg - INFO - Iter [12450/160000] lr: 5.533e-05, eta: 8:55:49, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5812, decode.acc_seg: 78.2969, aux.loss_ce: 0.3034, aux.acc_seg: 73.3620, loss: 0.8846
2022-08-15 14:05:59,989 - mmseg - INFO - Iter [12500/160000] lr: 5.531e-05, eta: 8:55:35, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5873, decode.acc_seg: 77.9374, aux.loss_ce: 0.3117, aux.acc_seg: 73.2933, loss: 0.8990
2022-08-15 14:06:10,590 - mmseg - INFO - Iter [12550/160000] lr: 5.529e-05, eta: 8:55:21, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5604, decode.acc_seg: 79.2050, aux.loss_ce: 0.2997, aux.acc_seg: 74.2483, loss: 0.8601
2022-08-15 14:06:21,333 - mmseg - INFO - Iter [12600/160000] lr: 5.528e-05, eta: 8:55:08, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6097, decode.acc_seg: 77.7607, aux.loss_ce: 0.3223, aux.acc_seg: 72.5916, loss: 0.9321
2022-08-15 14:06:34,185 - mmseg - INFO - Iter [12650/160000] lr: 5.526e-05, eta: 8:55:20, time: 0.257, data_time: 0.048, memory: 35982, decode.loss_ce: 0.5467, decode.acc_seg: 79.6500, aux.loss_ce: 0.2952, aux.acc_seg: 74.0616, loss: 0.8420
2022-08-15 14:06:45,031 - mmseg - INFO - Iter [12700/160000] lr: 5.524e-05, eta: 8:55:08, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5387, decode.acc_seg: 79.3505, aux.loss_ce: 0.2987, aux.acc_seg: 73.4978, loss: 0.8374
2022-08-15 14:06:56,086 - mmseg - INFO - Iter [12750/160000] lr: 5.522e-05, eta: 8:54:59, time: 0.221, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5517, decode.acc_seg: 78.9676, aux.loss_ce: 0.2963, aux.acc_seg: 73.8285, loss: 0.8480
2022-08-15 14:07:06,744 - mmseg - INFO - Iter [12800/160000] lr: 5.520e-05, eta: 8:54:45, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5782, decode.acc_seg: 78.7889, aux.loss_ce: 0.3132, aux.acc_seg: 73.5966, loss: 0.8914
2022-08-15 14:07:17,449 - mmseg - INFO - Iter [12850/160000] lr: 5.518e-05, eta: 8:54:33, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5353, decode.acc_seg: 79.4061, aux.loss_ce: 0.2884, aux.acc_seg: 74.1816, loss: 0.8237
2022-08-15 14:07:28,172 - mmseg - INFO - Iter [12900/160000] lr: 5.516e-05, eta: 8:54:20, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5508, decode.acc_seg: 78.8708, aux.loss_ce: 0.2978, aux.acc_seg: 73.7173, loss: 0.8485
2022-08-15 14:07:38,790 - mmseg - INFO - Iter [12950/160000] lr: 5.514e-05, eta: 8:54:06, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5302, decode.acc_seg: 79.8460, aux.loss_ce: 0.2880, aux.acc_seg: 74.9782, loss: 0.8182
2022-08-15 14:07:49,525 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:07:49,525 - mmseg - INFO - Iter [13000/160000] lr: 5.513e-05, eta: 8:53:53, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5681, decode.acc_seg: 78.2269, aux.loss_ce: 0.3004, aux.acc_seg: 73.6667, loss: 0.8685
2022-08-15 14:08:00,143 - mmseg - INFO - Iter [13050/160000] lr: 5.511e-05, eta: 8:53:39, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5617, decode.acc_seg: 78.8409, aux.loss_ce: 0.2986, aux.acc_seg: 73.7004, loss: 0.8603
2022-08-15 14:08:10,798 - mmseg - INFO - Iter [13100/160000] lr: 5.509e-05, eta: 8:53:25, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5841, decode.acc_seg: 77.7384, aux.loss_ce: 0.3121, aux.acc_seg: 73.0082, loss: 0.8962
2022-08-15 14:08:21,442 - mmseg - INFO - Iter [13150/160000] lr: 5.507e-05, eta: 8:53:12, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5544, decode.acc_seg: 79.2442, aux.loss_ce: 0.2936, aux.acc_seg: 74.4934, loss: 0.8480
2022-08-15 14:08:32,316 - mmseg - INFO - Iter [13200/160000] lr: 5.505e-05, eta: 8:53:00, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5783, decode.acc_seg: 78.4609, aux.loss_ce: 0.3099, aux.acc_seg: 73.0855, loss: 0.8882
2022-08-15 14:08:43,041 - mmseg - INFO - Iter [13250/160000] lr: 5.503e-05, eta: 8:52:48, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5619, decode.acc_seg: 78.4878, aux.loss_ce: 0.3007, aux.acc_seg: 73.3080, loss: 0.8626
2022-08-15 14:08:53,694 - mmseg - INFO - Iter [13300/160000] lr: 5.501e-05, eta: 8:52:34, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5817, decode.acc_seg: 78.8477, aux.loss_ce: 0.3060, aux.acc_seg: 74.2237, loss: 0.8877
2022-08-15 14:09:04,478 - mmseg - INFO - Iter [13350/160000] lr: 5.499e-05, eta: 8:52:22, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5354, decode.acc_seg: 79.1981, aux.loss_ce: 0.2915, aux.acc_seg: 73.6404, loss: 0.8269
2022-08-15 14:09:15,024 - mmseg - INFO - Iter [13400/160000] lr: 5.498e-05, eta: 8:52:07, time: 0.211, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5629, decode.acc_seg: 79.3491, aux.loss_ce: 0.3056, aux.acc_seg: 73.9138, loss: 0.8685
2022-08-15 14:09:25,676 - mmseg - INFO - Iter [13450/160000] lr: 5.496e-05, eta: 8:51:54, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5523, decode.acc_seg: 79.0151, aux.loss_ce: 0.2954, aux.acc_seg: 73.7827, loss: 0.8477
2022-08-15 14:09:38,411 - mmseg - INFO - Iter [13500/160000] lr: 5.494e-05, eta: 8:52:03, time: 0.255, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5361, decode.acc_seg: 79.3876, aux.loss_ce: 0.2912, aux.acc_seg: 74.2177, loss: 0.8273
2022-08-15 14:09:49,078 - mmseg - INFO - Iter [13550/160000] lr: 5.492e-05, eta: 8:51:50, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5300, decode.acc_seg: 79.6711, aux.loss_ce: 0.2784, aux.acc_seg: 74.9445, loss: 0.8084
2022-08-15 14:09:59,781 - mmseg - INFO - Iter [13600/160000] lr: 5.490e-05, eta: 8:51:37, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5531, decode.acc_seg: 78.5327, aux.loss_ce: 0.2975, aux.acc_seg: 73.2504, loss: 0.8505
2022-08-15 14:10:10,385 - mmseg - INFO - Iter [13650/160000] lr: 5.488e-05, eta: 8:51:23, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5683, decode.acc_seg: 78.4663, aux.loss_ce: 0.3034, aux.acc_seg: 73.5499, loss: 0.8718
2022-08-15 14:10:21,161 - mmseg - INFO - Iter [13700/160000] lr: 5.486e-05, eta: 8:51:11, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5636, decode.acc_seg: 78.9755, aux.loss_ce: 0.2974, aux.acc_seg: 74.4507, loss: 0.8611
2022-08-15 14:10:31,851 - mmseg - INFO - Iter [13750/160000] lr: 5.484e-05, eta: 8:50:58, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5716, decode.acc_seg: 78.5843, aux.loss_ce: 0.3028, aux.acc_seg: 74.2551, loss: 0.8744
2022-08-15 14:10:42,587 - mmseg - INFO - Iter [13800/160000] lr: 5.483e-05, eta: 8:50:45, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5556, decode.acc_seg: 78.9587, aux.loss_ce: 0.2936, aux.acc_seg: 74.0265, loss: 0.8492
2022-08-15 14:10:53,394 - mmseg - INFO - Iter [13850/160000] lr: 5.481e-05, eta: 8:50:33, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5644, decode.acc_seg: 78.4541, aux.loss_ce: 0.2984, aux.acc_seg: 73.6364, loss: 0.8628
2022-08-15 14:11:06,322 - mmseg - INFO - Iter [13900/160000] lr: 5.479e-05, eta: 8:50:44, time: 0.259, data_time: 0.051, memory: 35982, decode.loss_ce: 0.5763, decode.acc_seg: 78.3103, aux.loss_ce: 0.3108, aux.acc_seg: 72.7927, loss: 0.8871
2022-08-15 14:11:16,991 - mmseg - INFO - Iter [13950/160000] lr: 5.477e-05, eta: 8:50:30, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5473, decode.acc_seg: 79.0996, aux.loss_ce: 0.2928, aux.acc_seg: 74.1548, loss: 0.8401
2022-08-15 14:11:27,659 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:11:27,660 - mmseg - INFO - Iter [14000/160000] lr: 5.475e-05, eta: 8:50:17, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5551, decode.acc_seg: 78.4913, aux.loss_ce: 0.2923, aux.acc_seg: 73.5379, loss: 0.8473
2022-08-15 14:11:38,500 - mmseg - INFO - Iter [14050/160000] lr: 5.473e-05, eta: 8:50:06, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5346, decode.acc_seg: 80.1672, aux.loss_ce: 0.2984, aux.acc_seg: 74.1381, loss: 0.8330
2022-08-15 14:11:49,108 - mmseg - INFO - Iter [14100/160000] lr: 5.471e-05, eta: 8:49:52, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5296, decode.acc_seg: 79.9970, aux.loss_ce: 0.2931, aux.acc_seg: 74.3659, loss: 0.8227
2022-08-15 14:11:59,770 - mmseg - INFO - Iter [14150/160000] lr: 5.469e-05, eta: 8:49:38, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5358, decode.acc_seg: 79.7097, aux.loss_ce: 0.2945, aux.acc_seg: 74.0837, loss: 0.8302
2022-08-15 14:12:10,381 - mmseg - INFO - Iter [14200/160000] lr: 5.468e-05, eta: 8:49:25, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5846, decode.acc_seg: 78.2531, aux.loss_ce: 0.3149, aux.acc_seg: 72.4097, loss: 0.8995
2022-08-15 14:12:20,974 - mmseg - INFO - Iter [14250/160000] lr: 5.466e-05, eta: 8:49:11, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5249, decode.acc_seg: 80.2941, aux.loss_ce: 0.2881, aux.acc_seg: 75.2567, loss: 0.8130
2022-08-15 14:12:31,723 - mmseg - INFO - Iter [14300/160000] lr: 5.464e-05, eta: 8:48:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5439, decode.acc_seg: 78.9406, aux.loss_ce: 0.2878, aux.acc_seg: 73.9988, loss: 0.8317
2022-08-15 14:12:42,388 - mmseg - INFO - Iter [14350/160000] lr: 5.462e-05, eta: 8:48:45, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5397, decode.acc_seg: 79.3050, aux.loss_ce: 0.2946, aux.acc_seg: 74.0454, loss: 0.8343
2022-08-15 14:12:53,277 - mmseg - INFO - Iter [14400/160000] lr: 5.460e-05, eta: 8:48:34, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5314, decode.acc_seg: 79.5941, aux.loss_ce: 0.2845, aux.acc_seg: 74.5599, loss: 0.8159
2022-08-15 14:13:04,059 - mmseg - INFO - Iter [14450/160000] lr: 5.458e-05, eta: 8:48:22, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5217, decode.acc_seg: 79.8695, aux.loss_ce: 0.2898, aux.acc_seg: 73.8681, loss: 0.8115
2022-08-15 14:13:14,898 - mmseg - INFO - Iter [14500/160000] lr: 5.456e-05, eta: 8:48:11, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5570, decode.acc_seg: 79.4982, aux.loss_ce: 0.3033, aux.acc_seg: 74.2578, loss: 0.8603
2022-08-15 14:13:25,516 - mmseg - INFO - Iter [14550/160000] lr: 5.454e-05, eta: 8:47:57, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5974, decode.acc_seg: 77.4632, aux.loss_ce: 0.3198, aux.acc_seg: 72.1699, loss: 0.9172
2022-08-15 14:13:36,233 - mmseg - INFO - Iter [14600/160000] lr: 5.453e-05, eta: 8:47:45, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5392, decode.acc_seg: 79.7550, aux.loss_ce: 0.2903, aux.acc_seg: 74.8502, loss: 0.8295
2022-08-15 14:13:46,870 - mmseg - INFO - Iter [14650/160000] lr: 5.451e-05, eta: 8:47:31, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5441, decode.acc_seg: 79.0639, aux.loss_ce: 0.2865, aux.acc_seg: 74.4073, loss: 0.8307
2022-08-15 14:13:57,681 - mmseg - INFO - Iter [14700/160000] lr: 5.449e-05, eta: 8:47:20, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5347, decode.acc_seg: 79.6491, aux.loss_ce: 0.2863, aux.acc_seg: 74.6610, loss: 0.8210
2022-08-15 14:14:08,346 - mmseg - INFO - Iter [14750/160000] lr: 5.447e-05, eta: 8:47:06, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5388, decode.acc_seg: 79.8484, aux.loss_ce: 0.2859, aux.acc_seg: 74.8680, loss: 0.8247
2022-08-15 14:14:19,061 - mmseg - INFO - Iter [14800/160000] lr: 5.445e-05, eta: 8:46:54, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5793, decode.acc_seg: 78.6007, aux.loss_ce: 0.3122, aux.acc_seg: 72.8438, loss: 0.8915
2022-08-15 14:14:29,776 - mmseg - INFO - Iter [14850/160000] lr: 5.443e-05, eta: 8:46:41, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5517, decode.acc_seg: 78.4946, aux.loss_ce: 0.2875, aux.acc_seg: 73.7942, loss: 0.8392
2022-08-15 14:14:40,615 - mmseg - INFO - Iter [14900/160000] lr: 5.441e-05, eta: 8:46:30, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5453, decode.acc_seg: 79.0731, aux.loss_ce: 0.2954, aux.acc_seg: 73.5057, loss: 0.8407
2022-08-15 14:14:51,322 - mmseg - INFO - Iter [14950/160000] lr: 5.439e-05, eta: 8:46:17, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5524, decode.acc_seg: 78.9570, aux.loss_ce: 0.2855, aux.acc_seg: 74.6484, loss: 0.8378
2022-08-15 14:15:02,022 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:15:02,023 - mmseg - INFO - Iter [15000/160000] lr: 5.438e-05, eta: 8:46:05, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5493, decode.acc_seg: 79.2628, aux.loss_ce: 0.2996, aux.acc_seg: 73.9526, loss: 0.8490
2022-08-15 14:15:12,726 - mmseg - INFO - Iter [15050/160000] lr: 5.436e-05, eta: 8:45:52, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5286, decode.acc_seg: 79.8900, aux.loss_ce: 0.2890, aux.acc_seg: 74.3724, loss: 0.8176
2022-08-15 14:15:23,372 - mmseg - INFO - Iter [15100/160000] lr: 5.434e-05, eta: 8:45:39, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5518, decode.acc_seg: 79.2247, aux.loss_ce: 0.2864, aux.acc_seg: 74.6605, loss: 0.8382
2022-08-15 14:15:34,084 - mmseg - INFO - Iter [15150/160000] lr: 5.432e-05, eta: 8:45:26, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5474, decode.acc_seg: 79.4243, aux.loss_ce: 0.2825, aux.acc_seg: 74.8403, loss: 0.8298
2022-08-15 14:15:47,000 - mmseg - INFO - Iter [15200/160000] lr: 5.430e-05, eta: 8:45:35, time: 0.258, data_time: 0.050, memory: 35982, decode.loss_ce: 0.5269, decode.acc_seg: 79.7448, aux.loss_ce: 0.2994, aux.acc_seg: 72.9833, loss: 0.8263
2022-08-15 14:15:57,687 - mmseg - INFO - Iter [15250/160000] lr: 5.428e-05, eta: 8:45:22, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5405, decode.acc_seg: 79.8007, aux.loss_ce: 0.2938, aux.acc_seg: 74.2722, loss: 0.8343
2022-08-15 14:16:08,312 - mmseg - INFO - Iter [15300/160000] lr: 5.426e-05, eta: 8:45:09, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5340, decode.acc_seg: 79.1897, aux.loss_ce: 0.2855, aux.acc_seg: 74.1258, loss: 0.8196
2022-08-15 14:16:18,929 - mmseg - INFO - Iter [15350/160000] lr: 5.424e-05, eta: 8:44:55, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5430, decode.acc_seg: 78.7437, aux.loss_ce: 0.2999, aux.acc_seg: 72.5186, loss: 0.8429
2022-08-15 14:16:29,686 - mmseg - INFO - Iter [15400/160000] lr: 5.423e-05, eta: 8:44:43, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5100, decode.acc_seg: 80.4290, aux.loss_ce: 0.2840, aux.acc_seg: 74.8194, loss: 0.7940
2022-08-15 14:16:40,554 - mmseg - INFO - Iter [15450/160000] lr: 5.421e-05, eta: 8:44:32, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5247, decode.acc_seg: 80.2246, aux.loss_ce: 0.2887, aux.acc_seg: 74.5566, loss: 0.8135
2022-08-15 14:16:51,234 - mmseg - INFO - Iter [15500/160000] lr: 5.419e-05, eta: 8:44:19, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5131, decode.acc_seg: 79.9209, aux.loss_ce: 0.2771, aux.acc_seg: 75.3993, loss: 0.7902
2022-08-15 14:17:02,080 - mmseg - INFO - Iter [15550/160000] lr: 5.417e-05, eta: 8:44:08, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5475, decode.acc_seg: 78.9751, aux.loss_ce: 0.2952, aux.acc_seg: 73.7375, loss: 0.8427
2022-08-15 14:17:12,745 - mmseg - INFO - Iter [15600/160000] lr: 5.415e-05, eta: 8:43:55, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5356, decode.acc_seg: 79.5161, aux.loss_ce: 0.2845, aux.acc_seg: 74.4893, loss: 0.8201
2022-08-15 14:17:23,476 - mmseg - INFO - Iter [15650/160000] lr: 5.413e-05, eta: 8:43:43, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5252, decode.acc_seg: 80.2032, aux.loss_ce: 0.2747, aux.acc_seg: 75.3686, loss: 0.7999
2022-08-15 14:17:34,157 - mmseg - INFO - Iter [15700/160000] lr: 5.411e-05, eta: 8:43:30, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5051, decode.acc_seg: 80.4697, aux.loss_ce: 0.2855, aux.acc_seg: 74.2264, loss: 0.7906
2022-08-15 14:17:44,810 - mmseg - INFO - Iter [15750/160000] lr: 5.409e-05, eta: 8:43:17, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5362, decode.acc_seg: 79.3022, aux.loss_ce: 0.2916, aux.acc_seg: 74.1264, loss: 0.8278
2022-08-15 14:17:55,478 - mmseg - INFO - Iter [15800/160000] lr: 5.408e-05, eta: 8:43:04, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5744, decode.acc_seg: 78.5016, aux.loss_ce: 0.3072, aux.acc_seg: 73.6192, loss: 0.8816
2022-08-15 14:18:06,137 - mmseg - INFO - Iter [15850/160000] lr: 5.406e-05, eta: 8:42:51, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5364, decode.acc_seg: 80.0386, aux.loss_ce: 0.2931, aux.acc_seg: 74.0524, loss: 0.8295
2022-08-15 14:18:16,764 - mmseg - INFO - Iter [15900/160000] lr: 5.404e-05, eta: 8:42:38, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5433, decode.acc_seg: 79.1416, aux.loss_ce: 0.2898, aux.acc_seg: 74.3013, loss: 0.8331
2022-08-15 14:18:27,429 - mmseg - INFO - Iter [15950/160000] lr: 5.402e-05, eta: 8:42:25, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5242, decode.acc_seg: 80.0218, aux.loss_ce: 0.2740, aux.acc_seg: 75.9758, loss: 0.7981
2022-08-15 14:18:38,132 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-15 14:18:40,028 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:18:40,028 - mmseg - INFO - Iter [16000/160000] lr: 5.400e-05, eta: 8:42:30, time: 0.252, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5437, decode.acc_seg: 79.0625, aux.loss_ce: 0.2974, aux.acc_seg: 73.5416, loss: 0.8411
2022-08-15 14:33:55,660 - mmseg - INFO - per class results:
2022-08-15 14:33:55,667 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.29 | 83.63 |
| building | 81.31 | 89.99 |
| sky | 93.73 | 97.25 |
| floor | 79.9 | 87.57 |
| tree | 72.45 | 87.67 |
| ceiling | 80.03 | 92.77 |
| road | 80.17 | 90.24 |
| bed | 83.17 | 95.19 |
| windowpane | 56.55 | 71.74 |
| grass | 66.6 | 78.05 |
| cabinet | 54.25 | 66.58 |
| sidewalk | 57.43 | 72.48 |
| person | 77.63 | 88.65 |
| earth | 32.14 | 47.95 |
| door | 41.18 | 58.72 |
| table | 49.78 | 67.06 |
| mountain | 55.11 | 79.23 |
| plant | 49.46 | 61.4 |
| curtain | 67.98 | 83.12 |
| chair | 49.78 | 63.94 |
| car | 81.13 | 92.94 |
| water | 53.74 | 68.47 |
| painting | 63.77 | 83.75 |
| sofa | 59.9 | 83.66 |
| shelf | 40.44 | 56.42 |
| house | 47.58 | 80.57 |
| sea | 71.15 | 79.75 |
| mirror | 50.69 | 60.02 |
| rug | 62.05 | 81.26 |
| field | 32.69 | 55.4 |
| armchair | 29.01 | 40.34 |
| seat | 63.61 | 83.21 |
| fence | 42.29 | 59.01 |
| desk | 38.78 | 62.32 |
| rock | 35.27 | 50.72 |
| wardrobe | 48.69 | 69.63 |
| lamp | 53.79 | 65.74 |
| bathtub | 70.63 | 76.46 |
| railing | 35.46 | 41.5 |
| cushion | 47.49 | 58.74 |
| base | 27.96 | 45.97 |
| box | 20.83 | 28.15 |
| column | 39.97 | 46.08 |
| signboard | 34.64 | 54.36 |
| chest of drawers | 37.65 | 63.11 |
| counter | 29.71 | 33.68 |
| sand | 36.27 | 51.37 |
| sink | 61.26 | 67.55 |
| skyscraper | 46.29 | 51.44 |
| fireplace | 63.09 | 79.46 |
| refrigerator | 61.03 | 74.45 |
| grandstand | 39.8 | 83.65 |
| path | 21.53 | 29.84 |
| stairs | 33.04 | 43.16 |
| runway | 65.88 | 94.07 |
| case | 56.0 | 89.95 |
| pool table | 89.47 | 96.34 |
| pillow | 53.2 | 64.83 |
| screen door | 56.7 | 67.66 |
| stairway | 28.89 | 37.28 |
| river | 13.44 | 43.56 |
| bridge | 56.94 | 71.21 |
| bookcase | 30.95 | 57.97 |
| blind | 37.46 | 43.29 |
| coffee table | 47.71 | 72.67 |
| toilet | 70.18 | 89.87 |
| flower | 31.75 | 46.05 |
| book | 41.73 | 54.29 |
| hill | 5.83 | 10.64 |
| bench | 40.17 | 47.76 |
| countertop | 44.6 | 50.99 |
| stove | 62.92 | 84.18 |
| palm | 46.34 | 67.12 |
| kitchen island | 31.45 | 58.7 |
| computer | 65.61 | 84.53 |
| swivel chair | 40.26 | 74.1 |
| boat | 55.01 | 85.41 |
| bar | 28.31 | 33.98 |
| arcade machine | 74.99 | 96.09 |
| hovel | 24.96 | 26.9 |
| bus | 80.71 | 94.46 |
| towel | 54.49 | 66.1 |
| light | 36.73 | 41.83 |
| truck | 25.91 | 35.19 |
| tower | 36.3 | 63.45 |
| chandelier | 58.84 | 75.48 |
| awning | 21.66 | 25.52 |
| streetlight | 19.88 | 25.34 |
| booth | 30.71 | 50.49 |
| television receiver | 64.75 | 78.31 |
| airplane | 50.55 | 62.68 |
| dirt track | 0.86 | 0.9 |
| apparel | 33.7 | 50.84 |
| pole | 17.06 | 24.07 |
| land | 0.02 | 0.02 |
| bannister | 3.78 | 4.48 |
| escalator | 49.52 | 78.76 |
| ottoman | 34.26 | 44.56 |
| bottle | 31.59 | 42.08 |
| buffet | 53.06 | 69.02 |
| poster | 17.45 | 22.45 |
| stage | 7.41 | 27.89 |
| van | 30.48 | 36.3 |
| ship | 68.58 | 85.04 |
| fountain | 35.51 | 37.27 |
| conveyer belt | 60.63 | 92.2 |
| canopy | 24.47 | 36.65 |
| washer | 70.31 | 79.31 |
| plaything | 26.13 | 37.73 |
| swimming pool | 48.54 | 90.74 |
| stool | 32.44 | 37.49 |
| barrel | 39.63 | 69.12 |
| basket | 26.1 | 33.07 |
| waterfall | 68.57 | 78.37 |
| tent | 83.0 | 98.51 |
| bag | 1.24 | 1.27 |
| minibike | 54.01 | 67.27 |
| cradle | 68.08 | 90.15 |
| oven | 9.23 | 20.34 |
| ball | 37.79 | 65.87 |
| food | 49.71 | 60.22 |
| step | 4.05 | 4.08 |
| tank | 57.69 | 66.22 |
| trade name | 17.64 | 19.09 |
| microwave | 57.08 | 66.23 |
| pot | 25.46 | 28.83 |
| animal | 64.31 | 69.98 |
| bicycle | 50.67 | 69.52 |
| lake | 0.0 | 0.0 |
| dishwasher | 43.82 | 54.74 |
| screen | 52.59 | 91.13 |
| blanket | 0.06 | 0.07 |
| sculpture | 49.48 | 54.35 |
| hood | 36.47 | 58.05 |
| sconce | 19.38 | 20.93 |
| vase | 28.65 | 40.63 |
| traffic light | 18.77 | 27.03 |
| tray | 0.93 | 0.99 |
| ashcan | 34.44 | 41.82 |
| fan | 47.99 | 64.53 |
| pier | 52.71 | 60.25 |
| crt screen | 0.55 | 0.66 |
| plate | 48.48 | 64.13 |
| monitor | 55.34 | 86.08 |
| bulletin board | 47.35 | 56.28 |
| shower | 0.0 | 0.0 |
| radiator | 49.78 | 52.69 |
| glass | 8.21 | 8.61 |
| clock | 19.88 | 20.92 |
| flag | 29.4 | 32.0 |
+---------------------+-------+-------+
2022-08-15 14:33:55,667 - mmseg - INFO - Summary:
2022-08-15 14:33:55,667 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 80.43 | 43.79 | 57.17 |
+-------+-------+-------+
2022-08-15 14:33:55,669 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:33:55,669 - mmseg - INFO - Iter(val) [250] aAcc: 0.8043, mIoU: 0.4379, mAcc: 0.5717, IoU.wall: 0.7329, IoU.building: 0.8131, IoU.sky: 0.9373, IoU.floor: 0.7990, IoU.tree: 0.7245, IoU.ceiling: 0.8003, IoU.road: 0.8017, IoU.bed : 0.8317, IoU.windowpane: 0.5655, IoU.grass: 0.6660, IoU.cabinet: 0.5425, IoU.sidewalk: 0.5743, IoU.person: 0.7763, IoU.earth: 0.3214, IoU.door: 0.4118, IoU.table: 0.4978, IoU.mountain: 0.5511, IoU.plant: 0.4946, IoU.curtain: 0.6798, IoU.chair: 0.4978, IoU.car: 0.8113, IoU.water: 0.5374, IoU.painting: 0.6377, IoU.sofa: 0.5990, IoU.shelf: 0.4044, IoU.house: 0.4758, IoU.sea: 0.7115, IoU.mirror: 0.5069, IoU.rug: 0.6205, IoU.field: 0.3269, IoU.armchair: 0.2901, IoU.seat: 0.6361, IoU.fence: 0.4229, IoU.desk: 0.3878, IoU.rock: 0.3527, IoU.wardrobe: 0.4869, IoU.lamp: 0.5379, IoU.bathtub: 0.7063, IoU.railing: 0.3546, IoU.cushion: 0.4749, IoU.base: 0.2796, IoU.box: 0.2083, IoU.column: 0.3997, IoU.signboard: 0.3464, IoU.chest of drawers: 0.3765, IoU.counter: 0.2971, IoU.sand: 0.3627, IoU.sink: 0.6126, IoU.skyscraper: 0.4629, IoU.fireplace: 0.6309, IoU.refrigerator: 0.6103, IoU.grandstand: 0.3980, IoU.path: 0.2153, IoU.stairs: 0.3304, IoU.runway: 0.6588, IoU.case: 0.5600, IoU.pool table: 0.8947, IoU.pillow: 0.5320, IoU.screen door: 0.5670, IoU.stairway: 0.2889, IoU.river: 0.1344, IoU.bridge: 0.5694, IoU.bookcase: 0.3095, IoU.blind: 0.3746, IoU.coffee table: 0.4771, IoU.toilet: 0.7018, IoU.flower: 0.3175, IoU.book: 0.4173, IoU.hill: 0.0583, IoU.bench: 0.4017, IoU.countertop: 0.4460, IoU.stove: 0.6292, IoU.palm: 0.4634, IoU.kitchen island: 0.3145, IoU.computer: 0.6561, IoU.swivel chair: 0.4026, IoU.boat: 0.5501, IoU.bar: 0.2831, IoU.arcade machine: 0.7499, IoU.hovel: 0.2496, IoU.bus: 0.8071, IoU.towel: 0.5449, IoU.light: 0.3673, IoU.truck: 0.2591, IoU.tower: 0.3630, IoU.chandelier: 0.5884, IoU.awning: 0.2166, IoU.streetlight: 0.1988, IoU.booth: 0.3071, IoU.television receiver: 0.6475, IoU.airplane: 0.5055, IoU.dirt track: 0.0086, IoU.apparel: 0.3370, IoU.pole: 0.1706, IoU.land: 0.0002, IoU.bannister: 0.0378, IoU.escalator: 0.4952, IoU.ottoman: 0.3426, IoU.bottle: 0.3159, IoU.buffet: 0.5306, IoU.poster: 0.1745, IoU.stage: 0.0741, IoU.van: 0.3048, IoU.ship: 0.6858, IoU.fountain: 0.3551, IoU.conveyer belt: 0.6063, IoU.canopy: 0.2447, IoU.washer: 0.7031, IoU.plaything: 0.2613, IoU.swimming pool: 0.4854, IoU.stool: 0.3244, IoU.barrel: 0.3963, IoU.basket: 0.2610, IoU.waterfall: 0.6857, IoU.tent: 0.8300, IoU.bag: 0.0124, IoU.minibike: 0.5401, IoU.cradle: 0.6808, IoU.oven: 0.0923, IoU.ball: 0.3779, IoU.food: 0.4971, IoU.step: 0.0405, IoU.tank: 0.5769, IoU.trade name: 0.1764, IoU.microwave: 0.5708, IoU.pot: 0.2546, IoU.animal: 0.6431, IoU.bicycle: 0.5067, IoU.lake: 0.0000, IoU.dishwasher: 0.4382, IoU.screen: 0.5259, IoU.blanket: 0.0006, IoU.sculpture: 0.4948, IoU.hood: 0.3647, IoU.sconce: 0.1938, IoU.vase: 0.2865, IoU.traffic light: 0.1877, IoU.tray: 0.0093, IoU.ashcan: 0.3444, IoU.fan: 0.4799, IoU.pier: 0.5271, IoU.crt screen: 0.0055, IoU.plate: 0.4848, IoU.monitor: 0.5534, IoU.bulletin board: 0.4735, IoU.shower: 0.0000, IoU.radiator: 0.4978, IoU.glass: 0.0821, IoU.clock: 0.1988, IoU.flag: 0.2940, Acc.wall: 0.8363, Acc.building: 0.8999, Acc.sky: 0.9725, Acc.floor: 0.8757, Acc.tree: 0.8767, Acc.ceiling: 0.9277, Acc.road: 0.9024, Acc.bed : 0.9519, Acc.windowpane: 0.7174, Acc.grass: 0.7805, Acc.cabinet: 0.6658, Acc.sidewalk: 0.7248, Acc.person: 0.8865, Acc.earth: 0.4795, Acc.door: 0.5872, Acc.table: 0.6706, Acc.mountain: 0.7923, Acc.plant: 0.6140, Acc.curtain: 0.8312, Acc.chair: 0.6394, Acc.car: 0.9294, Acc.water: 0.6847, Acc.painting: 0.8375, Acc.sofa: 0.8366, Acc.shelf: 0.5642, Acc.house: 0.8057, Acc.sea: 0.7975, Acc.mirror: 0.6002, Acc.rug: 0.8126, Acc.field: 0.5540, Acc.armchair: 0.4034, Acc.seat: 0.8321, Acc.fence: 0.5901, Acc.desk: 0.6232, Acc.rock: 0.5072, Acc.wardrobe: 0.6963, Acc.lamp: 0.6574, Acc.bathtub: 0.7646, Acc.railing: 0.4150, Acc.cushion: 0.5874, Acc.base: 0.4597, Acc.box: 0.2815, Acc.column: 0.4608, Acc.signboard: 0.5436, Acc.chest of drawers: 0.6311, Acc.counter: 0.3368, Acc.sand: 0.5137, Acc.sink: 0.6755, Acc.skyscraper: 0.5144, Acc.fireplace: 0.7946, Acc.refrigerator: 0.7445, Acc.grandstand: 0.8365, Acc.path: 0.2984, Acc.stairs: 0.4316, Acc.runway: 0.9407, Acc.case: 0.8995, Acc.pool table: 0.9634, Acc.pillow: 0.6483, Acc.screen door: 0.6766, Acc.stairway: 0.3728, Acc.river: 0.4356, Acc.bridge: 0.7121, Acc.bookcase: 0.5797, Acc.blind: 0.4329, Acc.coffee table: 0.7267, Acc.toilet: 0.8987, Acc.flower: 0.4605, Acc.book: 0.5429, Acc.hill: 0.1064, Acc.bench: 0.4776, Acc.countertop: 0.5099, Acc.stove: 0.8418, Acc.palm: 0.6712, Acc.kitchen island: 0.5870, Acc.computer: 0.8453, Acc.swivel chair: 0.7410, Acc.boat: 0.8541, Acc.bar: 0.3398, Acc.arcade machine: 0.9609, Acc.hovel: 0.2690, Acc.bus: 0.9446, Acc.towel: 0.6610, Acc.light: 0.4183, Acc.truck: 0.3519, Acc.tower: 0.6345, Acc.chandelier: 0.7548, Acc.awning: 0.2552, Acc.streetlight: 0.2534, Acc.booth: 0.5049, Acc.television receiver: 0.7831, Acc.airplane: 0.6268, Acc.dirt track: 0.0090, Acc.apparel: 0.5084, Acc.pole: 0.2407, Acc.land: 0.0002, Acc.bannister: 0.0448, Acc.escalator: 0.7876, Acc.ottoman: 0.4456, Acc.bottle: 0.4208, Acc.buffet: 0.6902, Acc.poster: 0.2245, Acc.stage: 0.2789, Acc.van: 0.3630, Acc.ship: 0.8504, Acc.fountain: 0.3727, Acc.conveyer belt: 0.9220, Acc.canopy: 0.3665, Acc.washer: 0.7931, Acc.plaything: 0.3773, Acc.swimming pool: 0.9074, Acc.stool: 0.3749, Acc.barrel: 0.6912, Acc.basket: 0.3307, Acc.waterfall: 0.7837, Acc.tent: 0.9851, Acc.bag: 0.0127, Acc.minibike: 0.6727, Acc.cradle: 0.9015, Acc.oven: 0.2034, Acc.ball: 0.6587, Acc.food: 0.6022, Acc.step: 0.0408, Acc.tank: 0.6622, Acc.trade name: 0.1909, Acc.microwave: 0.6623, Acc.pot: 0.2883, Acc.animal: 0.6998, Acc.bicycle: 0.6952, Acc.lake: 0.0000, Acc.dishwasher: 0.5474, Acc.screen: 0.9113, Acc.blanket: 0.0007, Acc.sculpture: 0.5435, Acc.hood: 0.5805, Acc.sconce: 0.2093, Acc.vase: 0.4063, Acc.traffic light: 0.2703, Acc.tray: 0.0099, Acc.ashcan: 0.4182, Acc.fan: 0.6453, Acc.pier: 0.6025, Acc.crt screen: 0.0066, Acc.plate: 0.6413, Acc.monitor: 0.8608, Acc.bulletin board: 0.5628, Acc.shower: 0.0000, Acc.radiator: 0.5269, Acc.glass: 0.0861, Acc.clock: 0.2092, Acc.flag: 0.3200
2022-08-15 14:34:06,440 - mmseg - INFO - Iter [16050/160000] lr: 5.398e-05, eta: 10:59:10, time: 18.528, data_time: 18.317, memory: 40336, decode.loss_ce: 0.5314, decode.acc_seg: 79.6691, aux.loss_ce: 0.2852, aux.acc_seg: 75.0321, loss: 0.8166
2022-08-15 14:34:17,228 - mmseg - INFO - Iter [16100/160000] lr: 5.396e-05, eta: 10:58:30, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5462, decode.acc_seg: 79.4979, aux.loss_ce: 0.2902, aux.acc_seg: 74.5152, loss: 0.8365
2022-08-15 14:34:28,029 - mmseg - INFO - Iter [16150/160000] lr: 5.394e-05, eta: 10:57:50, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5160, decode.acc_seg: 79.7441, aux.loss_ce: 0.2789, aux.acc_seg: 74.8891, loss: 0.7949
2022-08-15 14:34:38,660 - mmseg - INFO - Iter [16200/160000] lr: 5.393e-05, eta: 10:57:09, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5383, decode.acc_seg: 79.5863, aux.loss_ce: 0.2846, aux.acc_seg: 74.9423, loss: 0.8229
2022-08-15 14:34:49,402 - mmseg - INFO - Iter [16250/160000] lr: 5.391e-05, eta: 10:56:29, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5123, decode.acc_seg: 80.8478, aux.loss_ce: 0.2750, aux.acc_seg: 75.9285, loss: 0.7873
2022-08-15 14:35:00,112 - mmseg - INFO - Iter [16300/160000] lr: 5.389e-05, eta: 10:55:49, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5123, decode.acc_seg: 80.6871, aux.loss_ce: 0.2737, aux.acc_seg: 75.8542, loss: 0.7860
2022-08-15 14:35:10,831 - mmseg - INFO - Iter [16350/160000] lr: 5.387e-05, eta: 10:55:09, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5169, decode.acc_seg: 80.3525, aux.loss_ce: 0.2842, aux.acc_seg: 74.7231, loss: 0.8012
2022-08-15 14:35:21,499 - mmseg - INFO - Iter [16400/160000] lr: 5.385e-05, eta: 10:54:29, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5334, decode.acc_seg: 79.1359, aux.loss_ce: 0.2825, aux.acc_seg: 74.3671, loss: 0.8159
2022-08-15 14:35:34,405 - mmseg - INFO - Iter [16450/160000] lr: 5.383e-05, eta: 10:54:09, time: 0.258, data_time: 0.046, memory: 40336, decode.loss_ce: 0.5019, decode.acc_seg: 80.2768, aux.loss_ce: 0.2759, aux.acc_seg: 75.0969, loss: 0.7778
2022-08-15 14:35:45,108 - mmseg - INFO - Iter [16500/160000] lr: 5.381e-05, eta: 10:53:29, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5098, decode.acc_seg: 80.4215, aux.loss_ce: 0.2851, aux.acc_seg: 75.1252, loss: 0.7949
2022-08-15 14:35:55,743 - mmseg - INFO - Iter [16550/160000] lr: 5.379e-05, eta: 10:52:49, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5182, decode.acc_seg: 80.2410, aux.loss_ce: 0.2831, aux.acc_seg: 74.7179, loss: 0.8012
2022-08-15 14:36:06,423 - mmseg - INFO - Iter [16600/160000] lr: 5.378e-05, eta: 10:52:10, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5072, decode.acc_seg: 80.5309, aux.loss_ce: 0.2715, aux.acc_seg: 75.6419, loss: 0.7787
2022-08-15 14:36:17,143 - mmseg - INFO - Iter [16650/160000] lr: 5.376e-05, eta: 10:51:31, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5083, decode.acc_seg: 80.8032, aux.loss_ce: 0.2743, aux.acc_seg: 75.7267, loss: 0.7826
2022-08-15 14:36:28,033 - mmseg - INFO - Iter [16700/160000] lr: 5.374e-05, eta: 10:50:54, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5302, decode.acc_seg: 79.2273, aux.loss_ce: 0.2979, aux.acc_seg: 73.3890, loss: 0.8281
2022-08-15 14:36:38,831 - mmseg - INFO - Iter [16750/160000] lr: 5.372e-05, eta: 10:50:16, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4814, decode.acc_seg: 81.1239, aux.loss_ce: 0.2601, aux.acc_seg: 75.9986, loss: 0.7415
2022-08-15 14:36:49,466 - mmseg - INFO - Iter [16800/160000] lr: 5.370e-05, eta: 10:49:37, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5056, decode.acc_seg: 79.8431, aux.loss_ce: 0.2701, aux.acc_seg: 74.8336, loss: 0.7757
2022-08-15 14:37:00,070 - mmseg - INFO - Iter [16850/160000] lr: 5.368e-05, eta: 10:48:58, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5130, decode.acc_seg: 79.9325, aux.loss_ce: 0.2795, aux.acc_seg: 74.9109, loss: 0.7925
2022-08-15 14:37:10,816 - mmseg - INFO - Iter [16900/160000] lr: 5.366e-05, eta: 10:48:20, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5130, decode.acc_seg: 80.6823, aux.loss_ce: 0.2819, aux.acc_seg: 75.5802, loss: 0.7949
2022-08-15 14:37:21,503 - mmseg - INFO - Iter [16950/160000] lr: 5.364e-05, eta: 10:47:42, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5139, decode.acc_seg: 80.5829, aux.loss_ce: 0.2825, aux.acc_seg: 75.7197, loss: 0.7964
2022-08-15 14:37:32,216 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:37:32,216 - mmseg - INFO - Iter [17000/160000] lr: 5.363e-05, eta: 10:47:04, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4953, decode.acc_seg: 80.9226, aux.loss_ce: 0.2659, aux.acc_seg: 76.2402, loss: 0.7613
2022-08-15 14:37:42,881 - mmseg - INFO - Iter [17050/160000] lr: 5.361e-05, eta: 10:46:26, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5331, decode.acc_seg: 79.2671, aux.loss_ce: 0.2895, aux.acc_seg: 74.0650, loss: 0.8226
2022-08-15 14:37:53,542 - mmseg - INFO - Iter [17100/160000] lr: 5.359e-05, eta: 10:45:49, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5088, decode.acc_seg: 80.2390, aux.loss_ce: 0.2744, aux.acc_seg: 75.0813, loss: 0.7832
2022-08-15 14:38:04,366 - mmseg - INFO - Iter [17150/160000] lr: 5.357e-05, eta: 10:45:12, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5096, decode.acc_seg: 79.4261, aux.loss_ce: 0.2807, aux.acc_seg: 74.2088, loss: 0.7902
2022-08-15 14:38:15,149 - mmseg - INFO - Iter [17200/160000] lr: 5.355e-05, eta: 10:44:36, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5448, decode.acc_seg: 78.9678, aux.loss_ce: 0.2846, aux.acc_seg: 74.1881, loss: 0.8294
2022-08-15 14:38:25,983 - mmseg - INFO - Iter [17250/160000] lr: 5.353e-05, eta: 10:44:00, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5188, decode.acc_seg: 80.0344, aux.loss_ce: 0.2791, aux.acc_seg: 74.8998, loss: 0.7979
2022-08-15 14:38:36,630 - mmseg - INFO - Iter [17300/160000] lr: 5.351e-05, eta: 10:43:22, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5134, decode.acc_seg: 80.2793, aux.loss_ce: 0.2722, aux.acc_seg: 75.5577, loss: 0.7856
2022-08-15 14:38:47,347 - mmseg - INFO - Iter [17350/160000] lr: 5.349e-05, eta: 10:42:46, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5236, decode.acc_seg: 79.3006, aux.loss_ce: 0.2859, aux.acc_seg: 74.2519, loss: 0.8095
2022-08-15 14:38:58,031 - mmseg - INFO - Iter [17400/160000] lr: 5.348e-05, eta: 10:42:09, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5606, decode.acc_seg: 78.6265, aux.loss_ce: 0.2960, aux.acc_seg: 73.8212, loss: 0.8566
2022-08-15 14:39:08,747 - mmseg - INFO - Iter [17450/160000] lr: 5.346e-05, eta: 10:41:33, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4924, decode.acc_seg: 81.0551, aux.loss_ce: 0.2712, aux.acc_seg: 75.9947, loss: 0.7636
2022-08-15 14:39:19,481 - mmseg - INFO - Iter [17500/160000] lr: 5.344e-05, eta: 10:40:57, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5175, decode.acc_seg: 79.6571, aux.loss_ce: 0.2687, aux.acc_seg: 75.3682, loss: 0.7862
2022-08-15 14:39:30,242 - mmseg - INFO - Iter [17550/160000] lr: 5.342e-05, eta: 10:40:21, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5263, decode.acc_seg: 80.0456, aux.loss_ce: 0.2846, aux.acc_seg: 74.6802, loss: 0.8109
2022-08-15 14:39:40,898 - mmseg - INFO - Iter [17600/160000] lr: 5.340e-05, eta: 10:39:45, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5054, decode.acc_seg: 79.8897, aux.loss_ce: 0.2713, aux.acc_seg: 75.0219, loss: 0.7766
2022-08-15 14:39:51,547 - mmseg - INFO - Iter [17650/160000] lr: 5.338e-05, eta: 10:39:08, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5537, decode.acc_seg: 78.9878, aux.loss_ce: 0.2967, aux.acc_seg: 73.9325, loss: 0.8504
2022-08-15 14:40:04,579 - mmseg - INFO - Iter [17700/160000] lr: 5.336e-05, eta: 10:38:51, time: 0.261, data_time: 0.050, memory: 40336, decode.loss_ce: 0.4927, decode.acc_seg: 80.6602, aux.loss_ce: 0.2643, aux.acc_seg: 76.1603, loss: 0.7570
2022-08-15 14:40:15,350 - mmseg - INFO - Iter [17750/160000] lr: 5.334e-05, eta: 10:38:16, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5160, decode.acc_seg: 80.0230, aux.loss_ce: 0.2764, aux.acc_seg: 74.7755, loss: 0.7925
2022-08-15 14:40:25,987 - mmseg - INFO - Iter [17800/160000] lr: 5.333e-05, eta: 10:37:40, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5221, decode.acc_seg: 80.3181, aux.loss_ce: 0.2858, aux.acc_seg: 75.3310, loss: 0.8079
2022-08-15 14:40:36,760 - mmseg - INFO - Iter [17850/160000] lr: 5.331e-05, eta: 10:37:05, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5016, decode.acc_seg: 81.1213, aux.loss_ce: 0.2725, aux.acc_seg: 76.3081, loss: 0.7741
2022-08-15 14:40:47,627 - mmseg - INFO - Iter [17900/160000] lr: 5.329e-05, eta: 10:36:31, time: 0.218, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5023, decode.acc_seg: 80.6103, aux.loss_ce: 0.2683, aux.acc_seg: 75.8433, loss: 0.7706
2022-08-15 14:40:58,442 - mmseg - INFO - Iter [17950/160000] lr: 5.327e-05, eta: 10:35:57, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5110, decode.acc_seg: 80.3932, aux.loss_ce: 0.2800, aux.acc_seg: 75.2535, loss: 0.7910
2022-08-15 14:41:09,211 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:41:09,211 - mmseg - INFO - Iter [18000/160000] lr: 5.325e-05, eta: 10:35:23, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5199, decode.acc_seg: 80.0682, aux.loss_ce: 0.2845, aux.acc_seg: 74.3278, loss: 0.8044
2022-08-15 14:41:19,930 - mmseg - INFO - Iter [18050/160000] lr: 5.323e-05, eta: 10:34:48, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4697, decode.acc_seg: 81.6079, aux.loss_ce: 0.2573, aux.acc_seg: 76.7960, loss: 0.7270
2022-08-15 14:41:30,670 - mmseg - INFO - Iter [18100/160000] lr: 5.321e-05, eta: 10:34:14, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4933, decode.acc_seg: 81.0042, aux.loss_ce: 0.2727, aux.acc_seg: 75.5326, loss: 0.7660
2022-08-15 14:41:41,344 - mmseg - INFO - Iter [18150/160000] lr: 5.319e-05, eta: 10:33:39, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5005, decode.acc_seg: 81.1363, aux.loss_ce: 0.2713, aux.acc_seg: 75.6873, loss: 0.7717
2022-08-15 14:41:52,285 - mmseg - INFO - Iter [18200/160000] lr: 5.318e-05, eta: 10:33:06, time: 0.219, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5178, decode.acc_seg: 79.3378, aux.loss_ce: 0.2882, aux.acc_seg: 74.0190, loss: 0.8060
2022-08-15 14:42:03,093 - mmseg - INFO - Iter [18250/160000] lr: 5.316e-05, eta: 10:32:33, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4968, decode.acc_seg: 81.0224, aux.loss_ce: 0.2633, aux.acc_seg: 76.1792, loss: 0.7600
2022-08-15 14:42:13,806 - mmseg - INFO - Iter [18300/160000] lr: 5.314e-05, eta: 10:31:59, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5054, decode.acc_seg: 80.3285, aux.loss_ce: 0.2775, aux.acc_seg: 75.0202, loss: 0.7829
2022-08-15 14:42:24,464 - mmseg - INFO - Iter [18350/160000] lr: 5.312e-05, eta: 10:31:24, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4922, decode.acc_seg: 81.1251, aux.loss_ce: 0.2799, aux.acc_seg: 75.6280, loss: 0.7720
2022-08-15 14:42:35,136 - mmseg - INFO - Iter [18400/160000] lr: 5.310e-05, eta: 10:30:50, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5007, decode.acc_seg: 80.6612, aux.loss_ce: 0.2665, aux.acc_seg: 76.0075, loss: 0.7672
2022-08-15 14:42:45,912 - mmseg - INFO - Iter [18450/160000] lr: 5.308e-05, eta: 10:30:17, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4896, decode.acc_seg: 81.3831, aux.loss_ce: 0.2723, aux.acc_seg: 75.9034, loss: 0.7619
2022-08-15 14:42:56,728 - mmseg - INFO - Iter [18500/160000] lr: 5.306e-05, eta: 10:29:44, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5144, decode.acc_seg: 80.5477, aux.loss_ce: 0.2789, aux.acc_seg: 75.3290, loss: 0.7933
2022-08-15 14:43:07,325 - mmseg - INFO - Iter [18550/160000] lr: 5.304e-05, eta: 10:29:10, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5027, decode.acc_seg: 80.8465, aux.loss_ce: 0.2711, aux.acc_seg: 75.6081, loss: 0.7738
2022-08-15 14:43:17,978 - mmseg - INFO - Iter [18600/160000] lr: 5.303e-05, eta: 10:28:36, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5197, decode.acc_seg: 80.3125, aux.loss_ce: 0.2833, aux.acc_seg: 75.1269, loss: 0.8030
2022-08-15 14:43:28,653 - mmseg - INFO - Iter [18650/160000] lr: 5.301e-05, eta: 10:28:02, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4836, decode.acc_seg: 80.8208, aux.loss_ce: 0.2639, aux.acc_seg: 76.0942, loss: 0.7475
2022-08-15 14:43:39,372 - mmseg - INFO - Iter [18700/160000] lr: 5.299e-05, eta: 10:27:29, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5051, decode.acc_seg: 80.3195, aux.loss_ce: 0.2713, aux.acc_seg: 74.7577, loss: 0.7764
2022-08-15 14:43:50,067 - mmseg - INFO - Iter [18750/160000] lr: 5.297e-05, eta: 10:26:56, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5276, decode.acc_seg: 79.9621, aux.loss_ce: 0.2848, aux.acc_seg: 74.8261, loss: 0.8124
2022-08-15 14:44:00,915 - mmseg - INFO - Iter [18800/160000] lr: 5.295e-05, eta: 10:26:24, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5231, decode.acc_seg: 80.1769, aux.loss_ce: 0.2753, aux.acc_seg: 75.2840, loss: 0.7984
2022-08-15 14:44:11,585 - mmseg - INFO - Iter [18850/160000] lr: 5.293e-05, eta: 10:25:51, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5194, decode.acc_seg: 80.2094, aux.loss_ce: 0.2752, aux.acc_seg: 75.6159, loss: 0.7946
2022-08-15 14:44:22,392 - mmseg - INFO - Iter [18900/160000] lr: 5.291e-05, eta: 10:25:19, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4919, decode.acc_seg: 81.4631, aux.loss_ce: 0.2684, aux.acc_seg: 75.8069, loss: 0.7603
2022-08-15 14:44:35,473 - mmseg - INFO - Iter [18950/160000] lr: 5.289e-05, eta: 10:25:05, time: 0.262, data_time: 0.049, memory: 40336, decode.loss_ce: 0.4877, decode.acc_seg: 81.1062, aux.loss_ce: 0.2607, aux.acc_seg: 76.1909, loss: 0.7484
2022-08-15 14:44:46,246 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:44:46,246 - mmseg - INFO - Iter [19000/160000] lr: 5.288e-05, eta: 10:24:33, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4813, decode.acc_seg: 80.8642, aux.loss_ce: 0.2700, aux.acc_seg: 75.3810, loss: 0.7513
2022-08-15 14:44:56,857 - mmseg - INFO - Iter [19050/160000] lr: 5.286e-05, eta: 10:23:59, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4904, decode.acc_seg: 81.4488, aux.loss_ce: 0.2672, aux.acc_seg: 76.3738, loss: 0.7576
2022-08-15 14:45:07,534 - mmseg - INFO - Iter [19100/160000] lr: 5.284e-05, eta: 10:23:27, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4795, decode.acc_seg: 81.5540, aux.loss_ce: 0.2587, aux.acc_seg: 76.3387, loss: 0.7382
2022-08-15 14:45:18,410 - mmseg - INFO - Iter [19150/160000] lr: 5.282e-05, eta: 10:22:56, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5138, decode.acc_seg: 80.5451, aux.loss_ce: 0.2827, aux.acc_seg: 75.0469, loss: 0.7966
2022-08-15 14:45:29,066 - mmseg - INFO - Iter [19200/160000] lr: 5.280e-05, eta: 10:22:24, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4856, decode.acc_seg: 81.3004, aux.loss_ce: 0.2670, aux.acc_seg: 75.8380, loss: 0.7526
2022-08-15 14:45:39,777 - mmseg - INFO - Iter [19250/160000] lr: 5.278e-05, eta: 10:21:52, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5037, decode.acc_seg: 80.7532, aux.loss_ce: 0.2754, aux.acc_seg: 75.7010, loss: 0.7792
2022-08-15 14:45:50,367 - mmseg - INFO - Iter [19300/160000] lr: 5.276e-05, eta: 10:21:19, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5111, decode.acc_seg: 80.5823, aux.loss_ce: 0.2752, aux.acc_seg: 75.5230, loss: 0.7863
2022-08-15 14:46:01,141 - mmseg - INFO - Iter [19350/160000] lr: 5.274e-05, eta: 10:20:48, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5019, decode.acc_seg: 81.1452, aux.loss_ce: 0.2758, aux.acc_seg: 75.8893, loss: 0.7777
2022-08-15 14:46:11,821 - mmseg - INFO - Iter [19400/160000] lr: 5.273e-05, eta: 10:20:16, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4677, decode.acc_seg: 81.9700, aux.loss_ce: 0.2623, aux.acc_seg: 76.1539, loss: 0.7300
2022-08-15 14:46:22,459 - mmseg - INFO - Iter [19450/160000] lr: 5.271e-05, eta: 10:19:44, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4731, decode.acc_seg: 81.6728, aux.loss_ce: 0.2616, aux.acc_seg: 76.2538, loss: 0.7347
2022-08-15 14:46:33,175 - mmseg - INFO - Iter [19500/160000] lr: 5.269e-05, eta: 10:19:13, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4702, decode.acc_seg: 81.8464, aux.loss_ce: 0.2598, aux.acc_seg: 77.0137, loss: 0.7300
2022-08-15 14:46:43,844 - mmseg - INFO - Iter [19550/160000] lr: 5.267e-05, eta: 10:18:41, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5060, decode.acc_seg: 80.4116, aux.loss_ce: 0.2792, aux.acc_seg: 74.9193, loss: 0.7852
2022-08-15 14:46:54,615 - mmseg - INFO - Iter [19600/160000] lr: 5.265e-05, eta: 10:18:10, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5044, decode.acc_seg: 80.7036, aux.loss_ce: 0.2761, aux.acc_seg: 75.2500, loss: 0.7805
2022-08-15 14:47:05,325 - mmseg - INFO - Iter [19650/160000] lr: 5.263e-05, eta: 10:17:39, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5023, decode.acc_seg: 80.7007, aux.loss_ce: 0.2810, aux.acc_seg: 75.1910, loss: 0.7832
2022-08-15 14:47:15,922 - mmseg - INFO - Iter [19700/160000] lr: 5.261e-05, eta: 10:17:07, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5037, decode.acc_seg: 80.2624, aux.loss_ce: 0.2776, aux.acc_seg: 75.4207, loss: 0.7813
2022-08-15 14:47:26,601 - mmseg - INFO - Iter [19750/160000] lr: 5.259e-05, eta: 10:16:36, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4853, decode.acc_seg: 81.1001, aux.loss_ce: 0.2550, aux.acc_seg: 76.4473, loss: 0.7403
2022-08-15 14:47:37,197 - mmseg - INFO - Iter [19800/160000] lr: 5.258e-05, eta: 10:16:05, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4923, decode.acc_seg: 81.2130, aux.loss_ce: 0.2613, aux.acc_seg: 76.7924, loss: 0.7536
2022-08-15 14:47:47,818 - mmseg - INFO - Iter [19850/160000] lr: 5.256e-05, eta: 10:15:34, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5184, decode.acc_seg: 80.4950, aux.loss_ce: 0.2842, aux.acc_seg: 75.1978, loss: 0.8026
2022-08-15 14:47:58,542 - mmseg - INFO - Iter [19900/160000] lr: 5.254e-05, eta: 10:15:03, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5043, decode.acc_seg: 80.2040, aux.loss_ce: 0.2754, aux.acc_seg: 75.4161, loss: 0.7798
2022-08-15 14:48:09,198 - mmseg - INFO - Iter [19950/160000] lr: 5.252e-05, eta: 10:14:32, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4931, decode.acc_seg: 81.3483, aux.loss_ce: 0.2650, aux.acc_seg: 75.7723, loss: 0.7581
2022-08-15 14:48:19,961 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:48:19,962 - mmseg - INFO - Iter [20000/160000] lr: 5.250e-05, eta: 10:14:02, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4969, decode.acc_seg: 80.6427, aux.loss_ce: 0.2664, aux.acc_seg: 75.6056, loss: 0.7633
2022-08-15 14:48:30,592 - mmseg - INFO - Iter [20050/160000] lr: 5.248e-05, eta: 10:13:31, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5178, decode.acc_seg: 79.9085, aux.loss_ce: 0.2838, aux.acc_seg: 74.9821, loss: 0.8016
2022-08-15 14:48:41,272 - mmseg - INFO - Iter [20100/160000] lr: 5.246e-05, eta: 10:13:01, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5011, decode.acc_seg: 80.8961, aux.loss_ce: 0.2699, aux.acc_seg: 75.8091, loss: 0.7710
2022-08-15 14:48:51,950 - mmseg - INFO - Iter [20150/160000] lr: 5.244e-05, eta: 10:12:31, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5235, decode.acc_seg: 79.5395, aux.loss_ce: 0.2763, aux.acc_seg: 75.1428, loss: 0.7998
2022-08-15 14:49:02,684 - mmseg - INFO - Iter [20200/160000] lr: 5.243e-05, eta: 10:12:01, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5296, decode.acc_seg: 79.4438, aux.loss_ce: 0.2803, aux.acc_seg: 74.8885, loss: 0.8099
2022-08-15 14:49:15,728 - mmseg - INFO - Iter [20250/160000] lr: 5.241e-05, eta: 10:11:47, time: 0.261, data_time: 0.048, memory: 40336, decode.loss_ce: 0.4935, decode.acc_seg: 81.6189, aux.loss_ce: 0.2726, aux.acc_seg: 76.1032, loss: 0.7661
2022-08-15 14:49:26,365 - mmseg - INFO - Iter [20300/160000] lr: 5.239e-05, eta: 10:11:17, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4834, decode.acc_seg: 81.4235, aux.loss_ce: 0.2654, aux.acc_seg: 76.2310, loss: 0.7489
2022-08-15 14:49:36,946 - mmseg - INFO - Iter [20350/160000] lr: 5.237e-05, eta: 10:10:46, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4859, decode.acc_seg: 80.9263, aux.loss_ce: 0.2759, aux.acc_seg: 74.6516, loss: 0.7618
2022-08-15 14:49:47,553 - mmseg - INFO - Iter [20400/160000] lr: 5.235e-05, eta: 10:10:16, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4532, decode.acc_seg: 82.1689, aux.loss_ce: 0.2557, aux.acc_seg: 77.1728, loss: 0.7089
2022-08-15 14:49:58,236 - mmseg - INFO - Iter [20450/160000] lr: 5.233e-05, eta: 10:09:46, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5006, decode.acc_seg: 80.6735, aux.loss_ce: 0.2743, aux.acc_seg: 75.1479, loss: 0.7750
2022-08-15 14:50:08,962 - mmseg - INFO - Iter [20500/160000] lr: 5.231e-05, eta: 10:09:17, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4975, decode.acc_seg: 80.9150, aux.loss_ce: 0.2729, aux.acc_seg: 75.4165, loss: 0.7704
2022-08-15 14:50:19,692 - mmseg - INFO - Iter [20550/160000] lr: 5.229e-05, eta: 10:08:48, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4767, decode.acc_seg: 81.9294, aux.loss_ce: 0.2637, aux.acc_seg: 76.6398, loss: 0.7405
2022-08-15 14:50:30,660 - mmseg - INFO - Iter [20600/160000] lr: 5.228e-05, eta: 10:08:20, time: 0.219, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4824, decode.acc_seg: 81.1997, aux.loss_ce: 0.2659, aux.acc_seg: 76.1200, loss: 0.7482
2022-08-15 14:50:41,304 - mmseg - INFO - Iter [20650/160000] lr: 5.226e-05, eta: 10:07:51, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4811, decode.acc_seg: 81.3853, aux.loss_ce: 0.2677, aux.acc_seg: 75.8948, loss: 0.7487
2022-08-15 14:50:51,965 - mmseg - INFO - Iter [20700/160000] lr: 5.224e-05, eta: 10:07:21, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4806, decode.acc_seg: 81.4353, aux.loss_ce: 0.2614, aux.acc_seg: 76.4153, loss: 0.7420
2022-08-15 14:51:02,680 - mmseg - INFO - Iter [20750/160000] lr: 5.222e-05, eta: 10:06:52, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4792, decode.acc_seg: 81.0979, aux.loss_ce: 0.2591, aux.acc_seg: 76.2216, loss: 0.7383
2022-08-15 14:51:13,485 - mmseg - INFO - Iter [20800/160000] lr: 5.220e-05, eta: 10:06:24, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4966, decode.acc_seg: 80.8720, aux.loss_ce: 0.2680, aux.acc_seg: 75.7272, loss: 0.7647
2022-08-15 14:51:24,193 - mmseg - INFO - Iter [20850/160000] lr: 5.218e-05, eta: 10:05:55, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4694, decode.acc_seg: 81.9709, aux.loss_ce: 0.2516, aux.acc_seg: 77.2313, loss: 0.7210
2022-08-15 14:51:34,931 - mmseg - INFO - Iter [20900/160000] lr: 5.216e-05, eta: 10:05:27, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5000, decode.acc_seg: 80.9199, aux.loss_ce: 0.2656, aux.acc_seg: 76.3195, loss: 0.7655
2022-08-15 14:51:45,648 - mmseg - INFO - Iter [20950/160000] lr: 5.214e-05, eta: 10:04:58, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4938, decode.acc_seg: 80.8663, aux.loss_ce: 0.2690, aux.acc_seg: 75.5101, loss: 0.7628
2022-08-15 14:51:56,339 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:51:56,339 - mmseg - INFO - Iter [21000/160000] lr: 5.213e-05, eta: 10:04:29, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5169, decode.acc_seg: 80.3633, aux.loss_ce: 0.2770, aux.acc_seg: 75.4710, loss: 0.7939
2022-08-15 14:52:07,146 - mmseg - INFO - Iter [21050/160000] lr: 5.211e-05, eta: 10:04:02, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5032, decode.acc_seg: 80.7712, aux.loss_ce: 0.2811, aux.acc_seg: 75.4062, loss: 0.7843
2022-08-15 14:52:17,829 - mmseg - INFO - Iter [21100/160000] lr: 5.209e-05, eta: 10:03:33, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4969, decode.acc_seg: 80.8754, aux.loss_ce: 0.2674, aux.acc_seg: 76.1386, loss: 0.7643
2022-08-15 14:52:28,582 - mmseg - INFO - Iter [21150/160000] lr: 5.207e-05, eta: 10:03:05, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4745, decode.acc_seg: 81.4908, aux.loss_ce: 0.2666, aux.acc_seg: 75.9526, loss: 0.7412
2022-08-15 14:52:39,413 - mmseg - INFO - Iter [21200/160000] lr: 5.205e-05, eta: 10:02:37, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4989, decode.acc_seg: 80.6206, aux.loss_ce: 0.2666, aux.acc_seg: 75.8804, loss: 0.7655
2022-08-15 14:52:50,322 - mmseg - INFO - Iter [21250/160000] lr: 5.203e-05, eta: 10:02:11, time: 0.218, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4882, decode.acc_seg: 81.5319, aux.loss_ce: 0.2805, aux.acc_seg: 74.8780, loss: 0.7687
2022-08-15 14:53:01,024 - mmseg - INFO - Iter [21300/160000] lr: 5.201e-05, eta: 10:01:43, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5040, decode.acc_seg: 80.6453, aux.loss_ce: 0.2642, aux.acc_seg: 76.0007, loss: 0.7682
2022-08-15 14:53:11,644 - mmseg - INFO - Iter [21350/160000] lr: 5.199e-05, eta: 10:01:14, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4722, decode.acc_seg: 81.8497, aux.loss_ce: 0.2592, aux.acc_seg: 76.5225, loss: 0.7314
2022-08-15 14:53:22,230 - mmseg - INFO - Iter [21400/160000] lr: 5.198e-05, eta: 10:00:45, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4995, decode.acc_seg: 80.4166, aux.loss_ce: 0.2750, aux.acc_seg: 75.5459, loss: 0.7745
2022-08-15 14:53:32,968 - mmseg - INFO - Iter [21450/160000] lr: 5.196e-05, eta: 10:00:18, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4853, decode.acc_seg: 81.2905, aux.loss_ce: 0.2621, aux.acc_seg: 76.3951, loss: 0.7474
2022-08-15 14:53:45,909 - mmseg - INFO - Iter [21500/160000] lr: 5.194e-05, eta: 10:00:04, time: 0.259, data_time: 0.052, memory: 40336, decode.loss_ce: 0.4540, decode.acc_seg: 82.4108, aux.loss_ce: 0.2596, aux.acc_seg: 76.6685, loss: 0.7136
2022-08-15 14:53:56,727 - mmseg - INFO - Iter [21550/160000] lr: 5.192e-05, eta: 9:59:37, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4768, decode.acc_seg: 82.7703, aux.loss_ce: 0.2675, aux.acc_seg: 76.5639, loss: 0.7443
2022-08-15 14:54:07,477 - mmseg - INFO - Iter [21600/160000] lr: 5.190e-05, eta: 9:59:10, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4883, decode.acc_seg: 81.3802, aux.loss_ce: 0.2667, aux.acc_seg: 76.5340, loss: 0.7550
2022-08-15 14:54:18,122 - mmseg - INFO - Iter [21650/160000] lr: 5.188e-05, eta: 9:58:42, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4977, decode.acc_seg: 80.9724, aux.loss_ce: 0.2757, aux.acc_seg: 75.0931, loss: 0.7733
2022-08-15 14:54:28,929 - mmseg - INFO - Iter [21700/160000] lr: 5.186e-05, eta: 9:58:15, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4908, decode.acc_seg: 81.5749, aux.loss_ce: 0.2710, aux.acc_seg: 75.8435, loss: 0.7617
2022-08-15 14:54:39,568 - mmseg - INFO - Iter [21750/160000] lr: 5.184e-05, eta: 9:57:47, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5003, decode.acc_seg: 80.6184, aux.loss_ce: 0.2821, aux.acc_seg: 74.8333, loss: 0.7824
2022-08-15 14:54:50,299 - mmseg - INFO - Iter [21800/160000] lr: 5.183e-05, eta: 9:57:20, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4939, decode.acc_seg: 81.5359, aux.loss_ce: 0.2785, aux.acc_seg: 75.2088, loss: 0.7724
2022-08-15 14:55:00,984 - mmseg - INFO - Iter [21850/160000] lr: 5.181e-05, eta: 9:56:53, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4463, decode.acc_seg: 82.5588, aux.loss_ce: 0.2491, aux.acc_seg: 77.2138, loss: 0.6954
2022-08-15 14:55:11,793 - mmseg - INFO - Iter [21900/160000] lr: 5.179e-05, eta: 9:56:26, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4613, decode.acc_seg: 82.2537, aux.loss_ce: 0.2594, aux.acc_seg: 76.5239, loss: 0.7207
2022-08-15 14:55:22,460 - mmseg - INFO - Iter [21950/160000] lr: 5.177e-05, eta: 9:55:59, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4738, decode.acc_seg: 81.4753, aux.loss_ce: 0.2627, aux.acc_seg: 76.2640, loss: 0.7365
2022-08-15 14:55:33,087 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:55:33,087 - mmseg - INFO - Iter [22000/160000] lr: 5.175e-05, eta: 9:55:31, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4561, decode.acc_seg: 82.1981, aux.loss_ce: 0.2542, aux.acc_seg: 77.0959, loss: 0.7103
2022-08-15 14:55:44,057 - mmseg - INFO - Iter [22050/160000] lr: 5.173e-05, eta: 9:55:06, time: 0.219, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4636, decode.acc_seg: 81.9250, aux.loss_ce: 0.2576, aux.acc_seg: 76.5825, loss: 0.7212
2022-08-15 14:55:54,792 - mmseg - INFO - Iter [22100/160000] lr: 5.171e-05, eta: 9:54:39, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4882, decode.acc_seg: 81.0555, aux.loss_ce: 0.2685, aux.acc_seg: 75.3830, loss: 0.7568
2022-08-15 14:56:05,328 - mmseg - INFO - Iter [22150/160000] lr: 5.169e-05, eta: 9:54:11, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4617, decode.acc_seg: 81.9540, aux.loss_ce: 0.2514, aux.acc_seg: 76.9014, loss: 0.7131
2022-08-15 14:56:16,052 - mmseg - INFO - Iter [22200/160000] lr: 5.168e-05, eta: 9:53:45, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4947, decode.acc_seg: 80.3670, aux.loss_ce: 0.2667, aux.acc_seg: 75.7316, loss: 0.7614
2022-08-15 14:56:26,790 - mmseg - INFO - Iter [22250/160000] lr: 5.166e-05, eta: 9:53:18, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4953, decode.acc_seg: 80.8732, aux.loss_ce: 0.2642, aux.acc_seg: 76.4709, loss: 0.7594
2022-08-15 14:56:37,570 - mmseg - INFO - Iter [22300/160000] lr: 5.164e-05, eta: 9:52:52, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4901, decode.acc_seg: 81.1331, aux.loss_ce: 0.2754, aux.acc_seg: 74.9444, loss: 0.7655
2022-08-15 14:56:48,189 - mmseg - INFO - Iter [22350/160000] lr: 5.162e-05, eta: 9:52:25, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4601, decode.acc_seg: 81.8977, aux.loss_ce: 0.2592, aux.acc_seg: 76.0244, loss: 0.7193
2022-08-15 14:56:58,852 - mmseg - INFO - Iter [22400/160000] lr: 5.160e-05, eta: 9:51:58, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4699, decode.acc_seg: 81.5687, aux.loss_ce: 0.2615, aux.acc_seg: 76.2404, loss: 0.7314
2022-08-15 14:57:09,540 - mmseg - INFO - Iter [22450/160000] lr: 5.158e-05, eta: 9:51:32, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5093, decode.acc_seg: 80.4802, aux.loss_ce: 0.2715, aux.acc_seg: 75.8536, loss: 0.7809
2022-08-15 14:57:20,196 - mmseg - INFO - Iter [22500/160000] lr: 5.156e-05, eta: 9:51:05, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4918, decode.acc_seg: 80.7313, aux.loss_ce: 0.2661, aux.acc_seg: 75.7479, loss: 0.7579
2022-08-15 14:57:30,945 - mmseg - INFO - Iter [22550/160000] lr: 5.154e-05, eta: 9:50:39, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4680, decode.acc_seg: 81.5390, aux.loss_ce: 0.2648, aux.acc_seg: 75.4338, loss: 0.7327
2022-08-15 14:57:41,747 - mmseg - INFO - Iter [22600/160000] lr: 5.153e-05, eta: 9:50:14, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4757, decode.acc_seg: 81.3203, aux.loss_ce: 0.2579, aux.acc_seg: 76.1431, loss: 0.7336
2022-08-15 14:57:52,604 - mmseg - INFO - Iter [22650/160000] lr: 5.151e-05, eta: 9:49:48, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4837, decode.acc_seg: 81.2607, aux.loss_ce: 0.2601, aux.acc_seg: 76.5147, loss: 0.7437
2022-08-15 14:58:03,240 - mmseg - INFO - Iter [22700/160000] lr: 5.149e-05, eta: 9:49:22, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4614, decode.acc_seg: 81.8876, aux.loss_ce: 0.2586, aux.acc_seg: 77.1726, loss: 0.7200
2022-08-15 14:58:16,246 - mmseg - INFO - Iter [22750/160000] lr: 5.147e-05, eta: 9:49:10, time: 0.260, data_time: 0.048, memory: 40336, decode.loss_ce: 0.4958, decode.acc_seg: 80.5872, aux.loss_ce: 0.2741, aux.acc_seg: 75.2683, loss: 0.7699
2022-08-15 14:58:27,008 - mmseg - INFO - Iter [22800/160000] lr: 5.145e-05, eta: 9:48:44, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4498, decode.acc_seg: 82.6682, aux.loss_ce: 0.2499, aux.acc_seg: 76.9222, loss: 0.6997
2022-08-15 14:58:37,713 - mmseg - INFO - Iter [22850/160000] lr: 5.143e-05, eta: 9:48:18, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4522, decode.acc_seg: 82.4796, aux.loss_ce: 0.2580, aux.acc_seg: 76.6060, loss: 0.7102
2022-08-15 14:58:48,373 - mmseg - INFO - Iter [22900/160000] lr: 5.141e-05, eta: 9:47:52, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4773, decode.acc_seg: 81.3741, aux.loss_ce: 0.2644, aux.acc_seg: 76.3934, loss: 0.7417
2022-08-15 14:58:59,010 - mmseg - INFO - Iter [22950/160000] lr: 5.139e-05, eta: 9:47:26, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4677, decode.acc_seg: 81.8585, aux.loss_ce: 0.2730, aux.acc_seg: 75.3361, loss: 0.7406
2022-08-15 14:59:09,637 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 14:59:09,637 - mmseg - INFO - Iter [23000/160000] lr: 5.138e-05, eta: 9:47:00, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4658, decode.acc_seg: 81.7299, aux.loss_ce: 0.2576, aux.acc_seg: 76.2941, loss: 0.7234
2022-08-15 14:59:20,290 - mmseg - INFO - Iter [23050/160000] lr: 5.136e-05, eta: 9:46:34, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4451, decode.acc_seg: 82.4190, aux.loss_ce: 0.2480, aux.acc_seg: 76.9895, loss: 0.6931
2022-08-15 14:59:31,027 - mmseg - INFO - Iter [23100/160000] lr: 5.134e-05, eta: 9:46:09, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4453, decode.acc_seg: 82.4283, aux.loss_ce: 0.2520, aux.acc_seg: 76.7075, loss: 0.6973
2022-08-15 14:59:41,663 - mmseg - INFO - Iter [23150/160000] lr: 5.132e-05, eta: 9:45:43, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4734, decode.acc_seg: 81.8826, aux.loss_ce: 0.2682, aux.acc_seg: 76.1509, loss: 0.7416
2022-08-15 14:59:52,498 - mmseg - INFO - Iter [23200/160000] lr: 5.130e-05, eta: 9:45:18, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4689, decode.acc_seg: 81.8062, aux.loss_ce: 0.2603, aux.acc_seg: 76.4085, loss: 0.7292
2022-08-15 15:00:03,115 - mmseg - INFO - Iter [23250/160000] lr: 5.128e-05, eta: 9:44:52, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4674, decode.acc_seg: 82.2243, aux.loss_ce: 0.2571, aux.acc_seg: 76.8508, loss: 0.7245
2022-08-15 15:00:13,698 - mmseg - INFO - Iter [23300/160000] lr: 5.126e-05, eta: 9:44:26, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4430, decode.acc_seg: 83.0516, aux.loss_ce: 0.2553, aux.acc_seg: 76.8542, loss: 0.6983
2022-08-15 15:00:24,372 - mmseg - INFO - Iter [23350/160000] lr: 5.124e-05, eta: 9:44:01, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4357, decode.acc_seg: 82.8837, aux.loss_ce: 0.2362, aux.acc_seg: 78.5569, loss: 0.6718
2022-08-15 15:00:35,065 - mmseg - INFO - Iter [23400/160000] lr: 5.123e-05, eta: 9:43:35, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4548, decode.acc_seg: 82.0933, aux.loss_ce: 0.2521, aux.acc_seg: 76.8864, loss: 0.7069
2022-08-15 15:00:45,852 - mmseg - INFO - Iter [23450/160000] lr: 5.121e-05, eta: 9:43:11, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4503, decode.acc_seg: 82.8448, aux.loss_ce: 0.2525, aux.acc_seg: 77.5478, loss: 0.7029
2022-08-15 15:00:56,569 - mmseg - INFO - Iter [23500/160000] lr: 5.119e-05, eta: 9:42:46, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4663, decode.acc_seg: 82.1548, aux.loss_ce: 0.2554, aux.acc_seg: 76.7470, loss: 0.7217
2022-08-15 15:01:07,399 - mmseg - INFO - Iter [23550/160000] lr: 5.117e-05, eta: 9:42:22, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4731, decode.acc_seg: 81.6177, aux.loss_ce: 0.2615, aux.acc_seg: 76.4264, loss: 0.7345
2022-08-15 15:01:18,116 - mmseg - INFO - Iter [23600/160000] lr: 5.115e-05, eta: 9:41:57, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4684, decode.acc_seg: 81.3345, aux.loss_ce: 0.2569, aux.acc_seg: 76.5124, loss: 0.7254
2022-08-15 15:01:28,992 - mmseg - INFO - Iter [23650/160000] lr: 5.113e-05, eta: 9:41:33, time: 0.218, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4581, decode.acc_seg: 82.0764, aux.loss_ce: 0.2591, aux.acc_seg: 76.4130, loss: 0.7173
2022-08-15 15:01:39,698 - mmseg - INFO - Iter [23700/160000] lr: 5.111e-05, eta: 9:41:08, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4674, decode.acc_seg: 81.2440, aux.loss_ce: 0.2570, aux.acc_seg: 76.0789, loss: 0.7244
2022-08-15 15:01:50,354 - mmseg - INFO - Iter [23750/160000] lr: 5.109e-05, eta: 9:40:43, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4641, decode.acc_seg: 82.0918, aux.loss_ce: 0.2599, aux.acc_seg: 76.6273, loss: 0.7241
2022-08-15 15:02:00,953 - mmseg - INFO - Iter [23800/160000] lr: 5.108e-05, eta: 9:40:18, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4747, decode.acc_seg: 82.3307, aux.loss_ce: 0.2590, aux.acc_seg: 76.9287, loss: 0.7338
2022-08-15 15:02:11,669 - mmseg - INFO - Iter [23850/160000] lr: 5.106e-05, eta: 9:39:53, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4831, decode.acc_seg: 80.9282, aux.loss_ce: 0.2593, aux.acc_seg: 76.4122, loss: 0.7424
2022-08-15 15:02:22,370 - mmseg - INFO - Iter [23900/160000] lr: 5.104e-05, eta: 9:39:28, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4619, decode.acc_seg: 82.0839, aux.loss_ce: 0.2546, aux.acc_seg: 77.2788, loss: 0.7165
2022-08-15 15:02:33,068 - mmseg - INFO - Iter [23950/160000] lr: 5.102e-05, eta: 9:39:04, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4726, decode.acc_seg: 81.4896, aux.loss_ce: 0.2590, aux.acc_seg: 76.7178, loss: 0.7315
2022-08-15 15:02:46,034 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:02:46,034 - mmseg - INFO - Iter [24000/160000] lr: 5.100e-05, eta: 9:38:52, time: 0.259, data_time: 0.050, memory: 40336, decode.loss_ce: 0.4607, decode.acc_seg: 81.7041, aux.loss_ce: 0.2499, aux.acc_seg: 76.7803, loss: 0.7107
2022-08-15 15:02:56,769 - mmseg - INFO - Iter [24050/160000] lr: 5.098e-05, eta: 9:38:28, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4433, decode.acc_seg: 83.1127, aux.loss_ce: 0.2531, aux.acc_seg: 77.9182, loss: 0.6964
2022-08-15 15:03:07,456 - mmseg - INFO - Iter [24100/160000] lr: 5.096e-05, eta: 9:38:03, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4396, decode.acc_seg: 82.2994, aux.loss_ce: 0.2463, aux.acc_seg: 77.0429, loss: 0.6859
2022-08-15 15:03:18,195 - mmseg - INFO - Iter [24150/160000] lr: 5.094e-05, eta: 9:37:39, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4547, decode.acc_seg: 82.5177, aux.loss_ce: 0.2523, aux.acc_seg: 77.6635, loss: 0.7070
2022-08-15 15:03:28,946 - mmseg - INFO - Iter [24200/160000] lr: 5.093e-05, eta: 9:37:15, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4631, decode.acc_seg: 82.0132, aux.loss_ce: 0.2501, aux.acc_seg: 77.2064, loss: 0.7132
2022-08-15 15:03:39,668 - mmseg - INFO - Iter [24250/160000] lr: 5.091e-05, eta: 9:36:51, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4451, decode.acc_seg: 82.1212, aux.loss_ce: 0.2445, aux.acc_seg: 77.1287, loss: 0.6896
2022-08-15 15:03:50,329 - mmseg - INFO - Iter [24300/160000] lr: 5.089e-05, eta: 9:36:27, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4332, decode.acc_seg: 82.9901, aux.loss_ce: 0.2349, aux.acc_seg: 78.4017, loss: 0.6681
2022-08-15 15:04:01,038 - mmseg - INFO - Iter [24350/160000] lr: 5.087e-05, eta: 9:36:03, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4886, decode.acc_seg: 80.8295, aux.loss_ce: 0.2625, aux.acc_seg: 76.1498, loss: 0.7510
2022-08-15 15:04:11,789 - mmseg - INFO - Iter [24400/160000] lr: 5.085e-05, eta: 9:35:39, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4541, decode.acc_seg: 81.9064, aux.loss_ce: 0.2538, aux.acc_seg: 77.1296, loss: 0.7079
2022-08-15 15:04:22,631 - mmseg - INFO - Iter [24450/160000] lr: 5.083e-05, eta: 9:35:16, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4646, decode.acc_seg: 81.7073, aux.loss_ce: 0.2610, aux.acc_seg: 76.3797, loss: 0.7255
2022-08-15 15:04:33,229 - mmseg - INFO - Iter [24500/160000] lr: 5.081e-05, eta: 9:34:51, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4420, decode.acc_seg: 82.5930, aux.loss_ce: 0.2421, aux.acc_seg: 77.7596, loss: 0.6841
2022-08-15 15:04:43,900 - mmseg - INFO - Iter [24550/160000] lr: 5.079e-05, eta: 9:34:27, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4767, decode.acc_seg: 81.7991, aux.loss_ce: 0.2639, aux.acc_seg: 76.3399, loss: 0.7406
2022-08-15 15:04:54,647 - mmseg - INFO - Iter [24600/160000] lr: 5.078e-05, eta: 9:34:03, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4546, decode.acc_seg: 81.6970, aux.loss_ce: 0.2519, aux.acc_seg: 76.5411, loss: 0.7065
2022-08-15 15:05:05,322 - mmseg - INFO - Iter [24650/160000] lr: 5.076e-05, eta: 9:33:40, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4563, decode.acc_seg: 82.0717, aux.loss_ce: 0.2569, aux.acc_seg: 76.3522, loss: 0.7132
2022-08-15 15:05:15,959 - mmseg - INFO - Iter [24700/160000] lr: 5.074e-05, eta: 9:33:15, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4607, decode.acc_seg: 82.6149, aux.loss_ce: 0.2562, aux.acc_seg: 76.9815, loss: 0.7169
2022-08-15 15:05:26,738 - mmseg - INFO - Iter [24750/160000] lr: 5.072e-05, eta: 9:32:52, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4598, decode.acc_seg: 82.3508, aux.loss_ce: 0.2556, aux.acc_seg: 77.2185, loss: 0.7154
2022-08-15 15:05:37,443 - mmseg - INFO - Iter [24800/160000] lr: 5.070e-05, eta: 9:32:29, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4612, decode.acc_seg: 82.4762, aux.loss_ce: 0.2566, aux.acc_seg: 77.1837, loss: 0.7178
2022-08-15 15:05:48,157 - mmseg - INFO - Iter [24850/160000] lr: 5.068e-05, eta: 9:32:05, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5019, decode.acc_seg: 80.9590, aux.loss_ce: 0.2719, aux.acc_seg: 75.8851, loss: 0.7738
2022-08-15 15:05:59,001 - mmseg - INFO - Iter [24900/160000] lr: 5.066e-05, eta: 9:31:42, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4667, decode.acc_seg: 81.6149, aux.loss_ce: 0.2526, aux.acc_seg: 76.6467, loss: 0.7193
2022-08-15 15:06:09,647 - mmseg - INFO - Iter [24950/160000] lr: 5.064e-05, eta: 9:31:18, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4811, decode.acc_seg: 81.2814, aux.loss_ce: 0.2724, aux.acc_seg: 75.7263, loss: 0.7535
2022-08-15 15:06:20,370 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:06:20,370 - mmseg - INFO - Iter [25000/160000] lr: 5.063e-05, eta: 9:30:55, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4638, decode.acc_seg: 81.7420, aux.loss_ce: 0.2652, aux.acc_seg: 75.9723, loss: 0.7289
2022-08-15 15:06:31,069 - mmseg - INFO - Iter [25050/160000] lr: 5.061e-05, eta: 9:30:32, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4452, decode.acc_seg: 82.7841, aux.loss_ce: 0.2517, aux.acc_seg: 77.4309, loss: 0.6969
2022-08-15 15:06:41,772 - mmseg - INFO - Iter [25100/160000] lr: 5.059e-05, eta: 9:30:08, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4573, decode.acc_seg: 82.3549, aux.loss_ce: 0.2475, aux.acc_seg: 77.6638, loss: 0.7048
2022-08-15 15:06:52,462 - mmseg - INFO - Iter [25150/160000] lr: 5.057e-05, eta: 9:29:45, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4428, decode.acc_seg: 82.3902, aux.loss_ce: 0.2513, aux.acc_seg: 77.2155, loss: 0.6941
2022-08-15 15:07:03,225 - mmseg - INFO - Iter [25200/160000] lr: 5.055e-05, eta: 9:29:22, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4606, decode.acc_seg: 82.3324, aux.loss_ce: 0.2570, aux.acc_seg: 76.9298, loss: 0.7176
2022-08-15 15:07:13,838 - mmseg - INFO - Iter [25250/160000] lr: 5.053e-05, eta: 9:28:58, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4576, decode.acc_seg: 82.1441, aux.loss_ce: 0.2571, aux.acc_seg: 76.2005, loss: 0.7147
2022-08-15 15:07:26,734 - mmseg - INFO - Iter [25300/160000] lr: 5.051e-05, eta: 9:28:47, time: 0.258, data_time: 0.048, memory: 40336, decode.loss_ce: 0.4478, decode.acc_seg: 82.9165, aux.loss_ce: 0.2599, aux.acc_seg: 77.2047, loss: 0.7077
2022-08-15 15:07:37,565 - mmseg - INFO - Iter [25350/160000] lr: 5.049e-05, eta: 9:28:25, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4685, decode.acc_seg: 81.5227, aux.loss_ce: 0.2632, aux.acc_seg: 76.0224, loss: 0.7317
2022-08-15 15:07:48,228 - mmseg - INFO - Iter [25400/160000] lr: 5.048e-05, eta: 9:28:01, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4822, decode.acc_seg: 81.4196, aux.loss_ce: 0.2740, aux.acc_seg: 75.5959, loss: 0.7563
2022-08-15 15:07:59,008 - mmseg - INFO - Iter [25450/160000] lr: 5.046e-05, eta: 9:27:39, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4537, decode.acc_seg: 82.3226, aux.loss_ce: 0.2475, aux.acc_seg: 77.6035, loss: 0.7013
2022-08-15 15:08:09,781 - mmseg - INFO - Iter [25500/160000] lr: 5.044e-05, eta: 9:27:16, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4320, decode.acc_seg: 82.7888, aux.loss_ce: 0.2405, aux.acc_seg: 77.2006, loss: 0.6726
2022-08-15 15:08:20,471 - mmseg - INFO - Iter [25550/160000] lr: 5.042e-05, eta: 9:26:53, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4353, decode.acc_seg: 82.9306, aux.loss_ce: 0.2497, aux.acc_seg: 77.2571, loss: 0.6850
2022-08-15 15:08:31,498 - mmseg - INFO - Iter [25600/160000] lr: 5.040e-05, eta: 9:26:32, time: 0.221, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4813, decode.acc_seg: 81.6232, aux.loss_ce: 0.2828, aux.acc_seg: 74.8666, loss: 0.7641
2022-08-15 15:08:42,165 - mmseg - INFO - Iter [25650/160000] lr: 5.038e-05, eta: 9:26:09, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5054, decode.acc_seg: 80.6948, aux.loss_ce: 0.2816, aux.acc_seg: 74.8535, loss: 0.7870
2022-08-15 15:08:52,813 - mmseg - INFO - Iter [25700/160000] lr: 5.036e-05, eta: 9:25:46, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4470, decode.acc_seg: 82.6633, aux.loss_ce: 0.2552, aux.acc_seg: 77.2196, loss: 0.7021
2022-08-15 15:09:03,480 - mmseg - INFO - Iter [25750/160000] lr: 5.034e-05, eta: 9:25:23, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4366, decode.acc_seg: 82.4381, aux.loss_ce: 0.2447, aux.acc_seg: 77.1282, loss: 0.6813
2022-08-15 15:09:16,399 - mmseg - INFO - Iter [25800/160000] lr: 5.033e-05, eta: 9:25:12, time: 0.258, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4302, decode.acc_seg: 83.5474, aux.loss_ce: 0.2395, aux.acc_seg: 78.5078, loss: 0.6698
2022-08-15 15:09:27,144 - mmseg - INFO - Iter [25850/160000] lr: 5.031e-05, eta: 9:24:49, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4277, decode.acc_seg: 83.4598, aux.loss_ce: 0.2455, aux.acc_seg: 77.7140, loss: 0.6733
2022-08-15 15:09:37,745 - mmseg - INFO - Iter [25900/160000] lr: 5.029e-05, eta: 9:24:26, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4636, decode.acc_seg: 82.2830, aux.loss_ce: 0.2560, aux.acc_seg: 76.7061, loss: 0.7196
2022-08-15 15:09:48,390 - mmseg - INFO - Iter [25950/160000] lr: 5.027e-05, eta: 9:24:03, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4501, decode.acc_seg: 81.8581, aux.loss_ce: 0.2524, aux.acc_seg: 76.4057, loss: 0.7025
2022-08-15 15:09:59,153 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:09:59,153 - mmseg - INFO - Iter [26000/160000] lr: 5.025e-05, eta: 9:23:41, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4309, decode.acc_seg: 83.2307, aux.loss_ce: 0.2373, aux.acc_seg: 78.3742, loss: 0.6683
2022-08-15 15:10:09,742 - mmseg - INFO - Iter [26050/160000] lr: 5.023e-05, eta: 9:23:18, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4582, decode.acc_seg: 82.2840, aux.loss_ce: 0.2581, aux.acc_seg: 76.8238, loss: 0.7164
2022-08-15 15:10:20,364 - mmseg - INFO - Iter [26100/160000] lr: 5.021e-05, eta: 9:22:55, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4629, decode.acc_seg: 82.1683, aux.loss_ce: 0.2571, aux.acc_seg: 76.9520, loss: 0.7200
2022-08-15 15:10:31,052 - mmseg - INFO - Iter [26150/160000] lr: 5.019e-05, eta: 9:22:33, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4479, decode.acc_seg: 81.9933, aux.loss_ce: 0.2528, aux.acc_seg: 76.1596, loss: 0.7007
2022-08-15 15:10:41,843 - mmseg - INFO - Iter [26200/160000] lr: 5.018e-05, eta: 9:22:11, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4202, decode.acc_seg: 83.1226, aux.loss_ce: 0.2385, aux.acc_seg: 77.7728, loss: 0.6587
2022-08-15 15:10:52,475 - mmseg - INFO - Iter [26250/160000] lr: 5.016e-05, eta: 9:21:48, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4518, decode.acc_seg: 82.3529, aux.loss_ce: 0.2492, aux.acc_seg: 77.5894, loss: 0.7010
2022-08-15 15:11:03,307 - mmseg - INFO - Iter [26300/160000] lr: 5.014e-05, eta: 9:21:27, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4287, decode.acc_seg: 83.2753, aux.loss_ce: 0.2365, aux.acc_seg: 78.3115, loss: 0.6652
2022-08-15 15:11:14,062 - mmseg - INFO - Iter [26350/160000] lr: 5.012e-05, eta: 9:21:05, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4403, decode.acc_seg: 82.6150, aux.loss_ce: 0.2523, aux.acc_seg: 77.0024, loss: 0.6926
2022-08-15 15:11:24,872 - mmseg - INFO - Iter [26400/160000] lr: 5.010e-05, eta: 9:20:43, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4583, decode.acc_seg: 82.3114, aux.loss_ce: 0.2513, aux.acc_seg: 77.4276, loss: 0.7096
2022-08-15 15:11:35,448 - mmseg - INFO - Iter [26450/160000] lr: 5.008e-05, eta: 9:20:20, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4558, decode.acc_seg: 81.8513, aux.loss_ce: 0.2486, aux.acc_seg: 77.3344, loss: 0.7044
2022-08-15 15:11:46,107 - mmseg - INFO - Iter [26500/160000] lr: 5.006e-05, eta: 9:19:58, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4887, decode.acc_seg: 81.3436, aux.loss_ce: 0.2628, aux.acc_seg: 76.6875, loss: 0.7515
2022-08-15 15:11:59,109 - mmseg - INFO - Iter [26550/160000] lr: 5.004e-05, eta: 9:19:48, time: 0.260, data_time: 0.049, memory: 40336, decode.loss_ce: 0.4601, decode.acc_seg: 82.5876, aux.loss_ce: 0.2584, aux.acc_seg: 76.9873, loss: 0.7185
2022-08-15 15:12:09,821 - mmseg - INFO - Iter [26600/160000] lr: 5.003e-05, eta: 9:19:26, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4371, decode.acc_seg: 82.8595, aux.loss_ce: 0.2532, aux.acc_seg: 77.2045, loss: 0.6902
2022-08-15 15:12:20,528 - mmseg - INFO - Iter [26650/160000] lr: 5.001e-05, eta: 9:19:04, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4371, decode.acc_seg: 82.9818, aux.loss_ce: 0.2527, aux.acc_seg: 77.0102, loss: 0.6897
2022-08-15 15:12:31,268 - mmseg - INFO - Iter [26700/160000] lr: 4.999e-05, eta: 9:18:42, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4254, decode.acc_seg: 82.7915, aux.loss_ce: 0.2416, aux.acc_seg: 77.4987, loss: 0.6670
2022-08-15 15:12:42,057 - mmseg - INFO - Iter [26750/160000] lr: 4.997e-05, eta: 9:18:20, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4743, decode.acc_seg: 81.7264, aux.loss_ce: 0.2601, aux.acc_seg: 76.7492, loss: 0.7344
2022-08-15 15:12:52,708 - mmseg - INFO - Iter [26800/160000] lr: 4.995e-05, eta: 9:17:58, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4334, decode.acc_seg: 82.7485, aux.loss_ce: 0.2396, aux.acc_seg: 77.9701, loss: 0.6730
2022-08-15 15:13:03,507 - mmseg - INFO - Iter [26850/160000] lr: 4.993e-05, eta: 9:17:37, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4408, decode.acc_seg: 82.8094, aux.loss_ce: 0.2401, aux.acc_seg: 78.2729, loss: 0.6810
2022-08-15 15:13:14,161 - mmseg - INFO - Iter [26900/160000] lr: 4.991e-05, eta: 9:17:15, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4271, decode.acc_seg: 83.3279, aux.loss_ce: 0.2459, aux.acc_seg: 77.3999, loss: 0.6730
2022-08-15 15:13:24,831 - mmseg - INFO - Iter [26950/160000] lr: 4.989e-05, eta: 9:16:53, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4284, decode.acc_seg: 82.8908, aux.loss_ce: 0.2374, aux.acc_seg: 78.0977, loss: 0.6658
2022-08-15 15:13:35,565 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:13:35,565 - mmseg - INFO - Iter [27000/160000] lr: 4.988e-05, eta: 9:16:31, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4757, decode.acc_seg: 82.2823, aux.loss_ce: 0.2690, aux.acc_seg: 76.2220, loss: 0.7447
2022-08-15 15:13:46,320 - mmseg - INFO - Iter [27050/160000] lr: 4.986e-05, eta: 9:16:10, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4423, decode.acc_seg: 82.4410, aux.loss_ce: 0.2473, aux.acc_seg: 76.9645, loss: 0.6896
2022-08-15 15:13:56,965 - mmseg - INFO - Iter [27100/160000] lr: 4.984e-05, eta: 9:15:48, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4329, decode.acc_seg: 82.9546, aux.loss_ce: 0.2433, aux.acc_seg: 77.3377, loss: 0.6762
2022-08-15 15:14:07,635 - mmseg - INFO - Iter [27150/160000] lr: 4.982e-05, eta: 9:15:26, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4406, decode.acc_seg: 82.7026, aux.loss_ce: 0.2490, aux.acc_seg: 77.4445, loss: 0.6897
2022-08-15 15:14:18,243 - mmseg - INFO - Iter [27200/160000] lr: 4.980e-05, eta: 9:15:04, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4314, decode.acc_seg: 82.9257, aux.loss_ce: 0.2433, aux.acc_seg: 77.8612, loss: 0.6746
2022-08-15 15:14:29,007 - mmseg - INFO - Iter [27250/160000] lr: 4.978e-05, eta: 9:14:43, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4010, decode.acc_seg: 84.3695, aux.loss_ce: 0.2279, aux.acc_seg: 79.3723, loss: 0.6289
2022-08-15 15:14:39,625 - mmseg - INFO - Iter [27300/160000] lr: 4.976e-05, eta: 9:14:21, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4697, decode.acc_seg: 81.9074, aux.loss_ce: 0.2609, aux.acc_seg: 76.5705, loss: 0.7306
2022-08-15 15:14:50,422 - mmseg - INFO - Iter [27350/160000] lr: 4.974e-05, eta: 9:14:00, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4292, decode.acc_seg: 83.3509, aux.loss_ce: 0.2405, aux.acc_seg: 78.5079, loss: 0.6697
2022-08-15 15:15:01,123 - mmseg - INFO - Iter [27400/160000] lr: 4.973e-05, eta: 9:13:39, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4529, decode.acc_seg: 82.0750, aux.loss_ce: 0.2543, aux.acc_seg: 76.4588, loss: 0.7072
2022-08-15 15:15:11,958 - mmseg - INFO - Iter [27450/160000] lr: 4.971e-05, eta: 9:13:18, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4410, decode.acc_seg: 82.7281, aux.loss_ce: 0.2561, aux.acc_seg: 76.2789, loss: 0.6971
2022-08-15 15:15:22,729 - mmseg - INFO - Iter [27500/160000] lr: 4.969e-05, eta: 9:12:57, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4253, decode.acc_seg: 83.7185, aux.loss_ce: 0.2414, aux.acc_seg: 78.7013, loss: 0.6667
2022-08-15 15:15:33,385 - mmseg - INFO - Iter [27550/160000] lr: 4.967e-05, eta: 9:12:36, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4658, decode.acc_seg: 81.8632, aux.loss_ce: 0.2624, aux.acc_seg: 76.1446, loss: 0.7281
2022-08-15 15:15:44,179 - mmseg - INFO - Iter [27600/160000] lr: 4.965e-05, eta: 9:12:15, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4609, decode.acc_seg: 82.7549, aux.loss_ce: 0.2622, aux.acc_seg: 76.6442, loss: 0.7231
2022-08-15 15:15:54,943 - mmseg - INFO - Iter [27650/160000] lr: 4.963e-05, eta: 9:11:54, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4462, decode.acc_seg: 82.3648, aux.loss_ce: 0.2519, aux.acc_seg: 76.9596, loss: 0.6980
2022-08-15 15:16:05,827 - mmseg - INFO - Iter [27700/160000] lr: 4.961e-05, eta: 9:11:34, time: 0.218, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4701, decode.acc_seg: 81.9181, aux.loss_ce: 0.2617, aux.acc_seg: 76.7139, loss: 0.7318
2022-08-15 15:16:16,482 - mmseg - INFO - Iter [27750/160000] lr: 4.959e-05, eta: 9:11:13, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4143, decode.acc_seg: 83.5617, aux.loss_ce: 0.2290, aux.acc_seg: 78.4798, loss: 0.6433
2022-08-15 15:16:29,319 - mmseg - INFO - Iter [27800/160000] lr: 4.958e-05, eta: 9:11:02, time: 0.257, data_time: 0.048, memory: 40336, decode.loss_ce: 0.4382, decode.acc_seg: 82.4829, aux.loss_ce: 0.2564, aux.acc_seg: 76.3724, loss: 0.6946
2022-08-15 15:16:40,060 - mmseg - INFO - Iter [27850/160000] lr: 4.956e-05, eta: 9:10:41, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4176, decode.acc_seg: 83.6531, aux.loss_ce: 0.2443, aux.acc_seg: 77.4726, loss: 0.6620
2022-08-15 15:16:50,804 - mmseg - INFO - Iter [27900/160000] lr: 4.954e-05, eta: 9:10:20, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4277, decode.acc_seg: 83.3582, aux.loss_ce: 0.2553, aux.acc_seg: 76.6139, loss: 0.6830
2022-08-15 15:17:01,613 - mmseg - INFO - Iter [27950/160000] lr: 4.952e-05, eta: 9:09:59, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4432, decode.acc_seg: 82.2126, aux.loss_ce: 0.2453, aux.acc_seg: 77.6416, loss: 0.6885
2022-08-15 15:17:12,262 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:17:12,263 - mmseg - INFO - Iter [28000/160000] lr: 4.950e-05, eta: 9:09:38, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4112, decode.acc_seg: 84.0270, aux.loss_ce: 0.2402, aux.acc_seg: 78.1895, loss: 0.6514
2022-08-15 15:17:23,101 - mmseg - INFO - Iter [28050/160000] lr: 4.948e-05, eta: 9:09:18, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4437, decode.acc_seg: 82.6566, aux.loss_ce: 0.2513, aux.acc_seg: 77.1396, loss: 0.6950
2022-08-15 15:17:33,842 - mmseg - INFO - Iter [28100/160000] lr: 4.946e-05, eta: 9:08:57, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4426, decode.acc_seg: 82.8865, aux.loss_ce: 0.2539, aux.acc_seg: 77.1175, loss: 0.6965
2022-08-15 15:17:44,510 - mmseg - INFO - Iter [28150/160000] lr: 4.944e-05, eta: 9:08:36, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4300, decode.acc_seg: 83.3350, aux.loss_ce: 0.2494, aux.acc_seg: 77.5398, loss: 0.6794
2022-08-15 15:17:55,133 - mmseg - INFO - Iter [28200/160000] lr: 4.943e-05, eta: 9:08:15, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4274, decode.acc_seg: 83.4126, aux.loss_ce: 0.2466, aux.acc_seg: 77.1211, loss: 0.6740
2022-08-15 15:18:05,857 - mmseg - INFO - Iter [28250/160000] lr: 4.941e-05, eta: 9:07:54, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4204, decode.acc_seg: 83.4771, aux.loss_ce: 0.2321, aux.acc_seg: 78.6228, loss: 0.6524
2022-08-15 15:18:16,625 - mmseg - INFO - Iter [28300/160000] lr: 4.939e-05, eta: 9:07:34, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4147, decode.acc_seg: 83.2378, aux.loss_ce: 0.2414, aux.acc_seg: 77.5220, loss: 0.6560
2022-08-15 15:18:27,256 - mmseg - INFO - Iter [28350/160000] lr: 4.937e-05, eta: 9:07:13, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4222, decode.acc_seg: 83.8085, aux.loss_ce: 0.2419, aux.acc_seg: 78.8185, loss: 0.6641
2022-08-15 15:18:38,017 - mmseg - INFO - Iter [28400/160000] lr: 4.935e-05, eta: 9:06:53, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4489, decode.acc_seg: 82.3630, aux.loss_ce: 0.2557, aux.acc_seg: 76.9999, loss: 0.7046
2022-08-15 15:18:48,645 - mmseg - INFO - Iter [28450/160000] lr: 4.933e-05, eta: 9:06:32, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4167, decode.acc_seg: 83.0421, aux.loss_ce: 0.2341, aux.acc_seg: 77.8458, loss: 0.6508
2022-08-15 15:18:59,368 - mmseg - INFO - Iter [28500/160000] lr: 4.931e-05, eta: 9:06:11, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4409, decode.acc_seg: 82.7331, aux.loss_ce: 0.2419, aux.acc_seg: 78.1707, loss: 0.6828
2022-08-15 15:19:10,183 - mmseg - INFO - Iter [28550/160000] lr: 4.929e-05, eta: 9:05:51, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4463, decode.acc_seg: 82.6878, aux.loss_ce: 0.2453, aux.acc_seg: 77.8872, loss: 0.6916
2022-08-15 15:19:20,777 - mmseg - INFO - Iter [28600/160000] lr: 4.928e-05, eta: 9:05:30, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4470, decode.acc_seg: 82.5624, aux.loss_ce: 0.2495, aux.acc_seg: 77.3817, loss: 0.6965
2022-08-15 15:19:31,503 - mmseg - INFO - Iter [28650/160000] lr: 4.926e-05, eta: 9:05:10, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4558, decode.acc_seg: 82.2430, aux.loss_ce: 0.2481, aux.acc_seg: 77.5459, loss: 0.7039
2022-08-15 15:19:42,122 - mmseg - INFO - Iter [28700/160000] lr: 4.924e-05, eta: 9:04:49, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4955, decode.acc_seg: 81.2424, aux.loss_ce: 0.2764, aux.acc_seg: 76.0401, loss: 0.7719
2022-08-15 15:19:52,829 - mmseg - INFO - Iter [28750/160000] lr: 4.922e-05, eta: 9:04:28, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4490, decode.acc_seg: 82.5951, aux.loss_ce: 0.2508, aux.acc_seg: 77.3901, loss: 0.6998
2022-08-15 15:20:03,465 - mmseg - INFO - Iter [28800/160000] lr: 4.920e-05, eta: 9:04:08, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4299, decode.acc_seg: 83.1977, aux.loss_ce: 0.2481, aux.acc_seg: 77.8138, loss: 0.6780
2022-08-15 15:20:14,169 - mmseg - INFO - Iter [28850/160000] lr: 4.918e-05, eta: 9:03:47, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4542, decode.acc_seg: 82.6338, aux.loss_ce: 0.2563, aux.acc_seg: 76.6919, loss: 0.7105
2022-08-15 15:20:24,886 - mmseg - INFO - Iter [28900/160000] lr: 4.916e-05, eta: 9:03:27, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4353, decode.acc_seg: 82.8810, aux.loss_ce: 0.2404, aux.acc_seg: 78.3353, loss: 0.6757
2022-08-15 15:20:35,639 - mmseg - INFO - Iter [28950/160000] lr: 4.914e-05, eta: 9:03:07, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4302, decode.acc_seg: 82.7953, aux.loss_ce: 0.2415, aux.acc_seg: 78.0140, loss: 0.6717
2022-08-15 15:20:46,295 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:20:46,295 - mmseg - INFO - Iter [29000/160000] lr: 4.913e-05, eta: 9:02:47, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4398, decode.acc_seg: 82.8039, aux.loss_ce: 0.2412, aux.acc_seg: 77.6815, loss: 0.6810
2022-08-15 15:20:59,515 - mmseg - INFO - Iter [29050/160000] lr: 4.911e-05, eta: 9:02:38, time: 0.264, data_time: 0.048, memory: 40336, decode.loss_ce: 0.4145, decode.acc_seg: 83.5884, aux.loss_ce: 0.2384, aux.acc_seg: 78.1035, loss: 0.6529
2022-08-15 15:21:10,241 - mmseg - INFO - Iter [29100/160000] lr: 4.909e-05, eta: 9:02:18, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4173, decode.acc_seg: 83.7670, aux.loss_ce: 0.2384, aux.acc_seg: 78.4970, loss: 0.6557
2022-08-15 15:21:20,925 - mmseg - INFO - Iter [29150/160000] lr: 4.907e-05, eta: 9:01:57, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4192, decode.acc_seg: 82.8515, aux.loss_ce: 0.2402, aux.acc_seg: 77.4979, loss: 0.6594
2022-08-15 15:21:31,659 - mmseg - INFO - Iter [29200/160000] lr: 4.905e-05, eta: 9:01:37, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4216, decode.acc_seg: 83.4085, aux.loss_ce: 0.2431, aux.acc_seg: 77.9093, loss: 0.6647
2022-08-15 15:21:42,321 - mmseg - INFO - Iter [29250/160000] lr: 4.903e-05, eta: 9:01:17, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4143, decode.acc_seg: 83.8078, aux.loss_ce: 0.2354, aux.acc_seg: 78.5469, loss: 0.6498
2022-08-15 15:21:52,972 - mmseg - INFO - Iter [29300/160000] lr: 4.901e-05, eta: 9:00:57, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4523, decode.acc_seg: 82.6389, aux.loss_ce: 0.2520, aux.acc_seg: 76.8538, loss: 0.7043
2022-08-15 15:22:03,816 - mmseg - INFO - Iter [29350/160000] lr: 4.899e-05, eta: 9:00:37, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4034, decode.acc_seg: 83.7446, aux.loss_ce: 0.2388, aux.acc_seg: 78.0349, loss: 0.6422
2022-08-15 15:22:14,480 - mmseg - INFO - Iter [29400/160000] lr: 4.898e-05, eta: 9:00:17, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4190, decode.acc_seg: 83.7193, aux.loss_ce: 0.2439, aux.acc_seg: 77.7985, loss: 0.6628
2022-08-15 15:22:25,220 - mmseg - INFO - Iter [29450/160000] lr: 4.896e-05, eta: 8:59:57, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4090, decode.acc_seg: 84.0278, aux.loss_ce: 0.2374, aux.acc_seg: 78.2756, loss: 0.6464
2022-08-15 15:22:35,870 - mmseg - INFO - Iter [29500/160000] lr: 4.894e-05, eta: 8:59:37, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4318, decode.acc_seg: 83.5401, aux.loss_ce: 0.2377, aux.acc_seg: 78.5112, loss: 0.6695
2022-08-15 15:22:46,471 - mmseg - INFO - Iter [29550/160000] lr: 4.892e-05, eta: 8:59:17, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4331, decode.acc_seg: 83.4776, aux.loss_ce: 0.2484, aux.acc_seg: 78.0947, loss: 0.6816
2022-08-15 15:22:57,210 - mmseg - INFO - Iter [29600/160000] lr: 4.890e-05, eta: 8:58:57, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4401, decode.acc_seg: 82.9163, aux.loss_ce: 0.2500, aux.acc_seg: 77.2949, loss: 0.6901
2022-08-15 15:23:08,008 - mmseg - INFO - Iter [29650/160000] lr: 4.888e-05, eta: 8:58:38, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4303, decode.acc_seg: 82.9820, aux.loss_ce: 0.2443, aux.acc_seg: 77.5931, loss: 0.6747
2022-08-15 15:23:18,709 - mmseg - INFO - Iter [29700/160000] lr: 4.886e-05, eta: 8:58:18, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4228, decode.acc_seg: 83.6416, aux.loss_ce: 0.2444, aux.acc_seg: 77.9202, loss: 0.6672
2022-08-15 15:23:29,271 - mmseg - INFO - Iter [29750/160000] lr: 4.884e-05, eta: 8:57:57, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4186, decode.acc_seg: 83.4563, aux.loss_ce: 0.2491, aux.acc_seg: 77.3537, loss: 0.6676
2022-08-15 15:23:39,892 - mmseg - INFO - Iter [29800/160000] lr: 4.883e-05, eta: 8:57:37, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4315, decode.acc_seg: 82.5663, aux.loss_ce: 0.2390, aux.acc_seg: 78.1829, loss: 0.6705
2022-08-15 15:23:50,502 - mmseg - INFO - Iter [29850/160000] lr: 4.881e-05, eta: 8:57:17, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4241, decode.acc_seg: 83.2969, aux.loss_ce: 0.2421, aux.acc_seg: 78.2259, loss: 0.6662
2022-08-15 15:24:01,239 - mmseg - INFO - Iter [29900/160000] lr: 4.879e-05, eta: 8:56:58, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4099, decode.acc_seg: 83.8663, aux.loss_ce: 0.2294, aux.acc_seg: 78.5568, loss: 0.6393
2022-08-15 15:24:11,934 - mmseg - INFO - Iter [29950/160000] lr: 4.877e-05, eta: 8:56:38, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4425, decode.acc_seg: 82.7751, aux.loss_ce: 0.2569, aux.acc_seg: 76.6243, loss: 0.6994
2022-08-15 15:24:22,657 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:24:22,657 - mmseg - INFO - Iter [30000/160000] lr: 4.875e-05, eta: 8:56:18, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4222, decode.acc_seg: 83.1622, aux.loss_ce: 0.2360, aux.acc_seg: 78.0006, loss: 0.6582
2022-08-15 15:24:33,414 - mmseg - INFO - Iter [30050/160000] lr: 4.873e-05, eta: 8:55:59, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4569, decode.acc_seg: 82.7317, aux.loss_ce: 0.2559, aux.acc_seg: 77.5028, loss: 0.7128
2022-08-15 15:24:43,991 - mmseg - INFO - Iter [30100/160000] lr: 4.871e-05, eta: 8:55:39, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4454, decode.acc_seg: 82.0994, aux.loss_ce: 0.2527, aux.acc_seg: 77.0352, loss: 0.6981
2022-08-15 15:24:54,675 - mmseg - INFO - Iter [30150/160000] lr: 4.869e-05, eta: 8:55:19, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4483, decode.acc_seg: 82.9065, aux.loss_ce: 0.2518, aux.acc_seg: 77.6538, loss: 0.7001
2022-08-15 15:25:05,319 - mmseg - INFO - Iter [30200/160000] lr: 4.868e-05, eta: 8:54:59, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4600, decode.acc_seg: 81.7660, aux.loss_ce: 0.2648, aux.acc_seg: 76.1462, loss: 0.7249
2022-08-15 15:25:15,985 - mmseg - INFO - Iter [30250/160000] lr: 4.866e-05, eta: 8:54:40, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4027, decode.acc_seg: 84.1929, aux.loss_ce: 0.2304, aux.acc_seg: 78.9338, loss: 0.6331
2022-08-15 15:25:26,758 - mmseg - INFO - Iter [30300/160000] lr: 4.864e-05, eta: 8:54:21, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4476, decode.acc_seg: 82.6483, aux.loss_ce: 0.2456, aux.acc_seg: 77.9147, loss: 0.6932
2022-08-15 15:25:39,881 - mmseg - INFO - Iter [30350/160000] lr: 4.862e-05, eta: 8:54:11, time: 0.262, data_time: 0.048, memory: 40336, decode.loss_ce: 0.4370, decode.acc_seg: 82.9613, aux.loss_ce: 0.2543, aux.acc_seg: 76.8765, loss: 0.6913
2022-08-15 15:25:50,632 - mmseg - INFO - Iter [30400/160000] lr: 4.860e-05, eta: 8:53:52, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4458, decode.acc_seg: 82.8842, aux.loss_ce: 0.2522, aux.acc_seg: 77.2828, loss: 0.6980
2022-08-15 15:26:01,267 - mmseg - INFO - Iter [30450/160000] lr: 4.858e-05, eta: 8:53:33, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4250, decode.acc_seg: 83.2783, aux.loss_ce: 0.2484, aux.acc_seg: 77.4144, loss: 0.6734
2022-08-15 15:26:12,006 - mmseg - INFO - Iter [30500/160000] lr: 4.856e-05, eta: 8:53:13, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4238, decode.acc_seg: 83.6223, aux.loss_ce: 0.2390, aux.acc_seg: 78.1614, loss: 0.6628
2022-08-15 15:26:22,810 - mmseg - INFO - Iter [30550/160000] lr: 4.854e-05, eta: 8:52:54, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.3993, decode.acc_seg: 83.8858, aux.loss_ce: 0.2423, aux.acc_seg: 77.5411, loss: 0.6416
2022-08-15 15:26:33,525 - mmseg - INFO - Iter [30600/160000] lr: 4.853e-05, eta: 8:52:35, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.3966, decode.acc_seg: 84.5576, aux.loss_ce: 0.2296, aux.acc_seg: 79.1074, loss: 0.6262
2022-08-15 15:26:44,208 - mmseg - INFO - Iter [30650/160000] lr: 4.851e-05, eta: 8:52:16, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4184, decode.acc_seg: 83.8131, aux.loss_ce: 0.2409, aux.acc_seg: 78.3484, loss: 0.6593
2022-08-15 15:26:54,867 - mmseg - INFO - Iter [30700/160000] lr: 4.849e-05, eta: 8:51:56, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4078, decode.acc_seg: 84.1538, aux.loss_ce: 0.2351, aux.acc_seg: 78.6677, loss: 0.6429
2022-08-15 15:27:05,500 - mmseg - INFO - Iter [30750/160000] lr: 4.847e-05, eta: 8:51:37, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4025, decode.acc_seg: 84.0817, aux.loss_ce: 0.2307, aux.acc_seg: 79.1774, loss: 0.6332
2022-08-15 15:27:16,234 - mmseg - INFO - Iter [30800/160000] lr: 4.845e-05, eta: 8:51:18, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4210, decode.acc_seg: 83.2243, aux.loss_ce: 0.2374, aux.acc_seg: 77.9555, loss: 0.6584
2022-08-15 15:27:26,888 - mmseg - INFO - Iter [30850/160000] lr: 4.843e-05, eta: 8:50:58, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4410, decode.acc_seg: 82.7826, aux.loss_ce: 0.2551, aux.acc_seg: 77.1162, loss: 0.6961
2022-08-15 15:27:37,513 - mmseg - INFO - Iter [30900/160000] lr: 4.841e-05, eta: 8:50:39, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4249, decode.acc_seg: 83.7802, aux.loss_ce: 0.2371, aux.acc_seg: 78.5243, loss: 0.6620
2022-08-15 15:27:48,206 - mmseg - INFO - Iter [30950/160000] lr: 4.839e-05, eta: 8:50:20, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4129, decode.acc_seg: 83.4539, aux.loss_ce: 0.2311, aux.acc_seg: 78.5080, loss: 0.6441
2022-08-15 15:27:58,926 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:27:58,927 - mmseg - INFO - Iter [31000/160000] lr: 4.838e-05, eta: 8:50:01, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4156, decode.acc_seg: 83.2984, aux.loss_ce: 0.2349, aux.acc_seg: 78.0639, loss: 0.6505
2022-08-15 15:28:09,781 - mmseg - INFO - Iter [31050/160000] lr: 4.836e-05, eta: 8:49:42, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4316, decode.acc_seg: 83.0181, aux.loss_ce: 0.2476, aux.acc_seg: 76.8553, loss: 0.6793
2022-08-15 15:28:20,392 - mmseg - INFO - Iter [31100/160000] lr: 4.834e-05, eta: 8:49:23, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.3901, decode.acc_seg: 84.6825, aux.loss_ce: 0.2248, aux.acc_seg: 79.3393, loss: 0.6149
2022-08-15 15:28:31,049 - mmseg - INFO - Iter [31150/160000] lr: 4.832e-05, eta: 8:49:04, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4326, decode.acc_seg: 82.7508, aux.loss_ce: 0.2392, aux.acc_seg: 77.7811, loss: 0.6718
2022-08-15 15:28:41,709 - mmseg - INFO - Iter [31200/160000] lr: 4.830e-05, eta: 8:48:44, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4217, decode.acc_seg: 83.3775, aux.loss_ce: 0.2436, aux.acc_seg: 77.9671, loss: 0.6654
2022-08-15 15:28:52,347 - mmseg - INFO - Iter [31250/160000] lr: 4.828e-05, eta: 8:48:25, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4424, decode.acc_seg: 82.2112, aux.loss_ce: 0.2558, aux.acc_seg: 76.6501, loss: 0.6982
2022-08-15 15:29:03,024 - mmseg - INFO - Iter [31300/160000] lr: 4.826e-05, eta: 8:48:06, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4082, decode.acc_seg: 83.8722, aux.loss_ce: 0.2345, aux.acc_seg: 78.6537, loss: 0.6427
2022-08-15 15:29:13,599 - mmseg - INFO - Iter [31350/160000] lr: 4.824e-05, eta: 8:47:47, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4141, decode.acc_seg: 83.6006, aux.loss_ce: 0.2427, aux.acc_seg: 77.7874, loss: 0.6568
2022-08-15 15:29:24,227 - mmseg - INFO - Iter [31400/160000] lr: 4.823e-05, eta: 8:47:28, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4100, decode.acc_seg: 83.8199, aux.loss_ce: 0.2352, aux.acc_seg: 78.1806, loss: 0.6453
2022-08-15 15:29:35,001 - mmseg - INFO - Iter [31450/160000] lr: 4.821e-05, eta: 8:47:09, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4250, decode.acc_seg: 83.5249, aux.loss_ce: 0.2424, aux.acc_seg: 77.8384, loss: 0.6675
2022-08-15 15:29:45,845 - mmseg - INFO - Iter [31500/160000] lr: 4.819e-05, eta: 8:46:51, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4195, decode.acc_seg: 83.2400, aux.loss_ce: 0.2388, aux.acc_seg: 77.8186, loss: 0.6582
2022-08-15 15:29:56,800 - mmseg - INFO - Iter [31550/160000] lr: 4.817e-05, eta: 8:46:33, time: 0.219, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4324, decode.acc_seg: 83.3864, aux.loss_ce: 0.2400, aux.acc_seg: 78.2552, loss: 0.6724
2022-08-15 15:30:09,672 - mmseg - INFO - Iter [31600/160000] lr: 4.815e-05, eta: 8:46:23, time: 0.257, data_time: 0.050, memory: 40336, decode.loss_ce: 0.4186, decode.acc_seg: 83.7460, aux.loss_ce: 0.2448, aux.acc_seg: 77.9292, loss: 0.6634
2022-08-15 15:30:20,372 - mmseg - INFO - Iter [31650/160000] lr: 4.813e-05, eta: 8:46:04, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.3961, decode.acc_seg: 84.2477, aux.loss_ce: 0.2321, aux.acc_seg: 78.1779, loss: 0.6282
2022-08-15 15:30:31,188 - mmseg - INFO - Iter [31700/160000] lr: 4.811e-05, eta: 8:45:46, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.3930, decode.acc_seg: 84.3740, aux.loss_ce: 0.2324, aux.acc_seg: 78.2682, loss: 0.6254
2022-08-15 15:30:41,840 - mmseg - INFO - Iter [31750/160000] lr: 4.809e-05, eta: 8:45:27, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4078, decode.acc_seg: 84.1428, aux.loss_ce: 0.2329, aux.acc_seg: 78.9401, loss: 0.6407
2022-08-15 15:30:52,585 - mmseg - INFO - Iter [31800/160000] lr: 4.808e-05, eta: 8:45:08, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.3931, decode.acc_seg: 84.4041, aux.loss_ce: 0.2264, aux.acc_seg: 79.3139, loss: 0.6196
2022-08-15 15:31:03,379 - mmseg - INFO - Iter [31850/160000] lr: 4.806e-05, eta: 8:44:50, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.3998, decode.acc_seg: 84.3338, aux.loss_ce: 0.2287, aux.acc_seg: 78.9396, loss: 0.6286
2022-08-15 15:31:14,219 - mmseg - INFO - Iter [31900/160000] lr: 4.804e-05, eta: 8:44:32, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4307, decode.acc_seg: 83.3000, aux.loss_ce: 0.2469, aux.acc_seg: 77.8404, loss: 0.6775
2022-08-15 15:31:24,981 - mmseg - INFO - Iter [31950/160000] lr: 4.802e-05, eta: 8:44:14, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4129, decode.acc_seg: 84.1775, aux.loss_ce: 0.2381, aux.acc_seg: 78.3671, loss: 0.6510
2022-08-15 15:31:35,650 - mmseg - INFO - Saving checkpoint at 32000 iterations
2022-08-15 15:31:38,469 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-15 15:31:38,470 - mmseg - INFO - Iter [32000/160000] lr: 4.800e-05, eta: 8:44:06, time: 0.270, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4142, decode.acc_seg: 83.3821, aux.loss_ce: 0.2347, aux.acc_seg: 77.9927, loss: 0.6489
2022-08-15 15:31:55,990 - mmseg - INFO - per class results:
2022-08-15 15:31:55,996 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 75.04 | 85.3 |
| building | 82.63 | 92.6 |
| sky | 93.81 | 97.79 |
| floor | 80.35 | 89.54 |
| tree | 72.01 | 84.92 |
| ceiling | 81.07 | 89.43 |
| road | 79.98 | 90.33 |
| bed | 85.5 | 93.76 |
| windowpane | 57.98 | 76.07 |
| grass | 67.32 | 77.94 |
| cabinet | 57.06 | 68.6 |
| sidewalk | 60.38 | 75.23 |
| person | 78.31 | 90.96 |
| earth | 36.57 | 53.39 |
| door | 42.27 | 60.86 |
| table | 54.0 | 68.39 |
| mountain | 51.8 | 62.54 |
| plant | 47.92 | 57.09 |
| curtain | 67.59 | 84.3 |
| chair | 52.85 | 68.82 |
| car | 83.19 | 92.41 |
| water | 48.21 | 56.95 |
| painting | 67.52 | 80.74 |
| sofa | 62.73 | 85.6 |
| shelf | 41.91 | 63.27 |
| house | 50.35 | 73.0 |
| sea | 65.61 | 90.74 |
| mirror | 56.09 | 63.01 |
| rug | 59.28 | 69.18 |
| field | 32.51 | 48.72 |
| armchair | 38.09 | 54.88 |
| seat | 62.47 | 81.38 |
| fence | 43.11 | 60.23 |
| desk | 44.45 | 61.56 |
| rock | 47.21 | 75.43 |
| wardrobe | 46.19 | 62.66 |
| lamp | 56.37 | 72.95 |
| bathtub | 72.91 | 80.38 |
| railing | 29.43 | 41.17 |
| cushion | 50.98 | 66.33 |
| base | 30.53 | 42.73 |
| box | 24.38 | 33.31 |
| column | 42.78 | 54.15 |
| signboard | 33.63 | 44.95 |
| chest of drawers | 35.15 | 70.03 |
| counter | 28.73 | 41.26 |
| sand | 45.71 | 65.95 |
| sink | 65.45 | 76.63 |
| skyscraper | 69.85 | 84.66 |
| fireplace | 60.87 | 89.3 |
| refrigerator | 63.4 | 84.89 |
| grandstand | 42.24 | 70.47 |
| path | 20.12 | 26.86 |
| stairs | 30.23 | 36.12 |
| runway | 57.08 | 83.72 |
| case | 60.03 | 71.15 |
| pool table | 90.92 | 95.45 |
| pillow | 53.31 | 64.04 |
| screen door | 56.38 | 82.4 |
| stairway | 27.92 | 35.87 |
| river | 11.56 | 33.94 |
| bridge | 65.36 | 75.88 |
| bookcase | 34.09 | 55.35 |
| blind | 42.89 | 52.91 |
| coffee table | 48.93 | 70.3 |
| toilet | 78.88 | 88.17 |
| flower | 37.82 | 50.47 |
| book | 51.21 | 70.33 |
| hill | 7.98 | 14.4 |
| bench | 47.74 | 54.68 |
| countertop | 52.95 | 71.31 |
| stove | 60.18 | 68.33 |
| palm | 47.04 | 68.11 |
| kitchen island | 35.95 | 71.53 |
| computer | 62.79 | 79.15 |
| swivel chair | 46.37 | 65.26 |
| boat | 48.5 | 60.34 |
| bar | 36.66 | 52.57 |
| arcade machine | 79.47 | 97.44 |
| hovel | 53.06 | 62.63 |
| bus | 81.28 | 95.93 |
| towel | 60.31 | 74.2 |
| light | 42.39 | 48.95 |
| truck | 29.75 | 47.5 |
| tower | 40.48 | 60.81 |
| chandelier | 63.1 | 80.88 |
| awning | 25.58 | 31.93 |
| streetlight | 22.58 | 30.47 |
| booth | 62.24 | 74.27 |
| television receiver | 64.99 | 79.65 |
| airplane | 49.01 | 61.94 |
| dirt track | 5.48 | 31.83 |
| apparel | 40.91 | 54.17 |
| pole | 17.77 | 24.51 |
| land | 3.26 | 6.13 |
| bannister | 10.65 | 14.75 |
| escalator | 37.62 | 53.0 |
| ottoman | 45.09 | 55.77 |
| bottle | 37.41 | 62.16 |
| buffet | 51.77 | 65.99 |
| poster | 28.82 | 35.61 |
| stage | 9.57 | 18.19 |
| van | 40.11 | 52.19 |
| ship | 6.6 | 9.52 |
| fountain | 39.24 | 41.16 |
| conveyer belt | 63.84 | 91.55 |
| canopy | 27.21 | 38.45 |
| washer | 71.09 | 78.09 |
| plaything | 29.1 | 35.03 |
| swimming pool | 45.1 | 89.05 |
| stool | 35.64 | 44.92 |
| barrel | 54.31 | 65.0 |
| basket | 31.13 | 40.5 |
| waterfall | 70.45 | 84.89 |
| tent | 93.32 | 98.58 |
| bag | 12.01 | 14.58 |
| minibike | 64.78 | 80.6 |
| cradle | 75.81 | 95.55 |
| oven | 17.94 | 56.38 |
| ball | 31.4 | 39.13 |
| food | 59.32 | 77.25 |
| step | 9.73 | 10.27 |
| tank | 54.81 | 67.24 |
| trade name | 9.86 | 10.05 |
| microwave | 51.72 | 57.91 |
| pot | 31.49 | 35.72 |
| animal | 57.36 | 66.03 |
| bicycle | 53.13 | 68.98 |
| lake | 26.91 | 46.66 |
| dishwasher | 47.23 | 73.16 |
| screen | 63.88 | 88.76 |
| blanket | 10.4 | 11.63 |
| sculpture | 58.61 | 70.96 |
| hood | 50.94 | 59.91 |
| sconce | 27.71 | 31.56 |
| vase | 30.79 | 46.76 |
| traffic light | 24.75 | 40.9 |
| tray | 1.98 | 2.24 |
| ashcan | 33.95 | 51.74 |
| fan | 55.89 | 69.35 |
| pier | 44.18 | 68.6 |
| crt screen | 0.12 | 0.32 |
| plate | 52.04 | 68.3 |
| monitor | 13.0 | 22.06 |
| bulletin board | 51.2 | 64.63 |
| shower | 0.0 | 0.0 |
| radiator | 56.11 | 68.49 |
| glass | 12.08 | 13.04 |
| clock | 27.81 | 30.75 |
| flag | 30.8 | 34.25 |
+---------------------+-------+-------+
2022-08-15 15:31:55,996 - mmseg - INFO - Summary:
2022-08-15 15:31:55,996 - mmseg - INFO -