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upernet_160k_nextvit_small.log
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upernet_160k_nextvit_small.log
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2022-08-04 23:30:59,334 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters
2022-08-04 23:31:36,230 - mmseg - INFO - Iter [50/160000] lr: 1.959e-06, eta: 22:09:59, time: 0.499, data_time: 0.008, memory: 35982, decode.loss_ce: 4.1304, decode.acc_seg: 1.2675, aux.loss_ce: 1.6513, aux.acc_seg: 0.9058, loss: 5.7817
2022-08-04 23:31:47,258 - mmseg - INFO - Iter [100/160000] lr: 3.958e-06, eta: 15:59:06, time: 0.221, data_time: 0.004, memory: 35982, decode.loss_ce: 4.0734, decode.acc_seg: 5.4778, aux.loss_ce: 1.6448, aux.acc_seg: 1.3847, loss: 5.7182
2022-08-04 23:31:58,099 - mmseg - INFO - Iter [150/160000] lr: 5.955e-06, eta: 13:51:40, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 3.9200, decode.acc_seg: 14.6367, aux.loss_ce: 1.6205, aux.acc_seg: 2.0200, loss: 5.5405
2022-08-04 23:32:08,888 - mmseg - INFO - Iter [200/160000] lr: 7.950e-06, eta: 12:47:02, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 3.6993, decode.acc_seg: 26.1935, aux.loss_ce: 1.5978, aux.acc_seg: 3.1767, loss: 5.2971
2022-08-04 23:32:19,633 - mmseg - INFO - Iter [250/160000] lr: 9.945e-06, eta: 12:07:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 3.4609, decode.acc_seg: 35.0809, aux.loss_ce: 1.6097, aux.acc_seg: 9.2877, loss: 5.0706
2022-08-04 23:32:30,529 - mmseg - INFO - Iter [300/160000] lr: 1.194e-05, eta: 11:43:09, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 3.0937, decode.acc_seg: 39.7292, aux.loss_ce: 1.5343, aux.acc_seg: 21.0394, loss: 4.6280
2022-08-04 23:32:41,322 - mmseg - INFO - Iter [350/160000] lr: 1.393e-05, eta: 11:24:35, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 2.9253, decode.acc_seg: 42.3282, aux.loss_ce: 1.5071, aux.acc_seg: 31.0648, loss: 4.4324
2022-08-04 23:32:52,152 - mmseg - INFO - Iter [400/160000] lr: 1.592e-05, eta: 11:10:49, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 2.7446, decode.acc_seg: 45.1054, aux.loss_ce: 1.4605, aux.acc_seg: 37.7844, loss: 4.2051
2022-08-04 23:33:02,927 - mmseg - INFO - Iter [450/160000] lr: 1.791e-05, eta: 10:59:46, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 2.5097, decode.acc_seg: 46.7908, aux.loss_ce: 1.3606, aux.acc_seg: 40.1138, loss: 3.8703
2022-08-04 23:33:13,544 - mmseg - INFO - Iter [500/160000] lr: 1.990e-05, eta: 10:50:04, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 2.4039, decode.acc_seg: 47.5456, aux.loss_ce: 1.3124, aux.acc_seg: 40.9881, loss: 3.7163
2022-08-04 23:33:24,277 - mmseg - INFO - Iter [550/160000] lr: 2.188e-05, eta: 10:42:38, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 2.2212, decode.acc_seg: 51.7412, aux.loss_ce: 1.2493, aux.acc_seg: 43.2747, loss: 3.4705
2022-08-04 23:33:35,018 - mmseg - INFO - Iter [600/160000] lr: 2.387e-05, eta: 10:36:26, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 2.1382, decode.acc_seg: 50.9161, aux.loss_ce: 1.1956, aux.acc_seg: 42.9881, loss: 3.3338
2022-08-04 23:33:45,632 - mmseg - INFO - Iter [650/160000] lr: 2.585e-05, eta: 10:30:41, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 2.0273, decode.acc_seg: 54.5750, aux.loss_ce: 1.1564, aux.acc_seg: 45.7186, loss: 3.1837
2022-08-04 23:33:56,285 - mmseg - INFO - Iter [700/160000] lr: 2.784e-05, eta: 10:25:50, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.9030, decode.acc_seg: 55.1791, aux.loss_ce: 1.0917, aux.acc_seg: 47.1388, loss: 2.9947
2022-08-04 23:34:06,953 - mmseg - INFO - Iter [750/160000] lr: 2.982e-05, eta: 10:21:40, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.8099, decode.acc_seg: 55.2742, aux.loss_ce: 1.0317, aux.acc_seg: 47.3450, loss: 2.8416
2022-08-04 23:34:17,712 - mmseg - INFO - Iter [800/160000] lr: 3.180e-05, eta: 10:18:20, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 1.7983, decode.acc_seg: 55.8770, aux.loss_ce: 1.0160, aux.acc_seg: 48.2932, loss: 2.8143
2022-08-04 23:34:28,501 - mmseg - INFO - Iter [850/160000] lr: 3.378e-05, eta: 10:15:27, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.7552, decode.acc_seg: 55.7675, aux.loss_ce: 0.9711, aux.acc_seg: 48.2004, loss: 2.7262
2022-08-04 23:34:39,250 - mmseg - INFO - Iter [900/160000] lr: 3.576e-05, eta: 10:12:44, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.6881, decode.acc_seg: 56.2327, aux.loss_ce: 0.9347, aux.acc_seg: 48.0134, loss: 2.6228
2022-08-04 23:34:50,025 - mmseg - INFO - Iter [950/160000] lr: 3.773e-05, eta: 10:10:22, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.5981, decode.acc_seg: 58.2631, aux.loss_ce: 0.8937, aux.acc_seg: 50.1490, loss: 2.4917
2022-08-04 23:35:00,768 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-04 23:35:00,768 - mmseg - INFO - Iter [1000/160000] lr: 3.971e-05, eta: 10:08:08, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.6166, decode.acc_seg: 57.9292, aux.loss_ce: 0.8816, aux.acc_seg: 49.8923, loss: 2.4982
2022-08-04 23:35:11,470 - mmseg - INFO - Iter [1050/160000] lr: 4.168e-05, eta: 10:06:00, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.5290, decode.acc_seg: 59.4929, aux.loss_ce: 0.8344, aux.acc_seg: 51.2791, loss: 2.3635
2022-08-04 23:35:22,265 - mmseg - INFO - Iter [1100/160000] lr: 4.366e-05, eta: 10:04:14, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 1.5203, decode.acc_seg: 58.9906, aux.loss_ce: 0.8205, aux.acc_seg: 51.5649, loss: 2.3408
2022-08-04 23:35:32,844 - mmseg - INFO - Iter [1150/160000] lr: 4.563e-05, eta: 10:02:09, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 1.4897, decode.acc_seg: 59.4000, aux.loss_ce: 0.8017, aux.acc_seg: 50.5701, loss: 2.2914
2022-08-04 23:35:43,541 - mmseg - INFO - Iter [1200/160000] lr: 4.760e-05, eta: 10:00:29, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.4863, decode.acc_seg: 59.8757, aux.loss_ce: 0.7893, aux.acc_seg: 51.8693, loss: 2.2756
2022-08-04 23:35:54,279 - mmseg - INFO - Iter [1250/160000] lr: 4.957e-05, eta: 9:58:59, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.4091, decode.acc_seg: 62.4004, aux.loss_ce: 0.7521, aux.acc_seg: 53.8957, loss: 2.1612
2022-08-04 23:36:07,287 - mmseg - INFO - Iter [1300/160000] lr: 5.154e-05, eta: 10:02:15, time: 0.260, data_time: 0.048, memory: 35982, decode.loss_ce: 1.3956, decode.acc_seg: 61.7398, aux.loss_ce: 0.7339, aux.acc_seg: 53.4015, loss: 2.1295
2022-08-04 23:36:17,994 - mmseg - INFO - Iter [1350/160000] lr: 5.351e-05, eta: 10:00:44, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.3819, decode.acc_seg: 60.8232, aux.loss_ce: 0.7240, aux.acc_seg: 53.7535, loss: 2.1059
2022-08-04 23:36:28,676 - mmseg - INFO - Iter [1400/160000] lr: 5.547e-05, eta: 9:59:16, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.4061, decode.acc_seg: 60.0858, aux.loss_ce: 0.7209, aux.acc_seg: 53.4679, loss: 2.1269
2022-08-04 23:36:39,376 - mmseg - INFO - Iter [1450/160000] lr: 5.744e-05, eta: 9:57:54, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2940, decode.acc_seg: 61.4673, aux.loss_ce: 0.6796, aux.acc_seg: 54.5749, loss: 1.9736
2022-08-04 23:36:50,086 - mmseg - INFO - Iter [1500/160000] lr: 5.940e-05, eta: 9:56:40, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.3344, decode.acc_seg: 61.6057, aux.loss_ce: 0.6777, aux.acc_seg: 54.7795, loss: 2.0121
2022-08-04 23:37:00,778 - mmseg - INFO - Iter [1550/160000] lr: 5.942e-05, eta: 9:55:26, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2805, decode.acc_seg: 62.8078, aux.loss_ce: 0.6636, aux.acc_seg: 55.0351, loss: 1.9441
2022-08-04 23:37:13,556 - mmseg - INFO - Iter [1600/160000] lr: 5.940e-05, eta: 9:57:44, time: 0.256, data_time: 0.004, memory: 35982, decode.loss_ce: 1.3489, decode.acc_seg: 61.2548, aux.loss_ce: 0.6850, aux.acc_seg: 54.3998, loss: 2.0339
2022-08-04 23:37:24,424 - mmseg - INFO - Iter [1650/160000] lr: 5.938e-05, eta: 9:56:50, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2845, decode.acc_seg: 62.1319, aux.loss_ce: 0.6565, aux.acc_seg: 56.0300, loss: 1.9410
2022-08-04 23:37:35,281 - mmseg - INFO - Iter [1700/160000] lr: 5.936e-05, eta: 9:55:56, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2879, decode.acc_seg: 62.7767, aux.loss_ce: 0.6611, aux.acc_seg: 56.1641, loss: 1.9489
2022-08-04 23:37:45,998 - mmseg - INFO - Iter [1750/160000] lr: 5.934e-05, eta: 9:54:52, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2399, decode.acc_seg: 63.0810, aux.loss_ce: 0.6382, aux.acc_seg: 56.2341, loss: 1.8781
2022-08-04 23:37:56,776 - mmseg - INFO - Iter [1800/160000] lr: 5.933e-05, eta: 9:53:58, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 1.2381, decode.acc_seg: 63.1554, aux.loss_ce: 0.6274, aux.acc_seg: 56.6517, loss: 1.8655
2022-08-04 23:38:07,593 - mmseg - INFO - Iter [1850/160000] lr: 5.931e-05, eta: 9:53:08, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2103, decode.acc_seg: 63.3094, aux.loss_ce: 0.6114, aux.acc_seg: 57.3139, loss: 1.8217
2022-08-04 23:38:18,497 - mmseg - INFO - Iter [1900/160000] lr: 5.929e-05, eta: 9:52:27, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 1.2165, decode.acc_seg: 63.1351, aux.loss_ce: 0.6216, aux.acc_seg: 56.7170, loss: 1.8382
2022-08-04 23:38:29,330 - mmseg - INFO - Iter [1950/160000] lr: 5.927e-05, eta: 9:51:43, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 1.1794, decode.acc_seg: 64.3177, aux.loss_ce: 0.5998, aux.acc_seg: 58.0453, loss: 1.7792
2022-08-04 23:38:40,180 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-04 23:38:40,180 - mmseg - INFO - Iter [2000/160000] lr: 5.925e-05, eta: 9:51:02, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1971, decode.acc_seg: 63.7639, aux.loss_ce: 0.6140, aux.acc_seg: 56.9358, loss: 1.8112
2022-08-04 23:38:51,024 - mmseg - INFO - Iter [2050/160000] lr: 5.923e-05, eta: 9:50:22, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1907, decode.acc_seg: 63.5769, aux.loss_ce: 0.6016, aux.acc_seg: 57.9246, loss: 1.7922
2022-08-04 23:39:01,712 - mmseg - INFO - Iter [2100/160000] lr: 5.921e-05, eta: 9:49:31, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1848, decode.acc_seg: 63.3031, aux.loss_ce: 0.6049, aux.acc_seg: 57.4619, loss: 1.7897
2022-08-04 23:39:12,385 - mmseg - INFO - Iter [2150/160000] lr: 5.919e-05, eta: 9:48:41, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1222, decode.acc_seg: 64.8040, aux.loss_ce: 0.5761, aux.acc_seg: 58.9751, loss: 1.6983
2022-08-04 23:39:23,136 - mmseg - INFO - Iter [2200/160000] lr: 5.918e-05, eta: 9:47:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1626, decode.acc_seg: 64.1824, aux.loss_ce: 0.5882, aux.acc_seg: 59.1855, loss: 1.7507
2022-08-04 23:39:33,798 - mmseg - INFO - Iter [2250/160000] lr: 5.916e-05, eta: 9:47:11, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0903, decode.acc_seg: 65.6650, aux.loss_ce: 0.5595, aux.acc_seg: 60.8132, loss: 1.6499
2022-08-04 23:39:44,527 - mmseg - INFO - Iter [2300/160000] lr: 5.914e-05, eta: 9:46:30, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0931, decode.acc_seg: 66.4699, aux.loss_ce: 0.5630, aux.acc_seg: 60.7052, loss: 1.6561
2022-08-04 23:39:55,108 - mmseg - INFO - Iter [2350/160000] lr: 5.912e-05, eta: 9:45:40, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1526, decode.acc_seg: 64.4140, aux.loss_ce: 0.5905, aux.acc_seg: 58.9584, loss: 1.7431
2022-08-04 23:40:05,746 - mmseg - INFO - Iter [2400/160000] lr: 5.910e-05, eta: 9:44:56, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0968, decode.acc_seg: 65.5106, aux.loss_ce: 0.5700, aux.acc_seg: 59.7523, loss: 1.6668
2022-08-04 23:40:16,410 - mmseg - INFO - Iter [2450/160000] lr: 5.908e-05, eta: 9:44:14, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0739, decode.acc_seg: 66.9745, aux.loss_ce: 0.5473, aux.acc_seg: 61.2347, loss: 1.6212
2022-08-04 23:40:27,069 - mmseg - INFO - Iter [2500/160000] lr: 5.906e-05, eta: 9:43:34, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.1453, decode.acc_seg: 64.9202, aux.loss_ce: 0.5751, aux.acc_seg: 59.7492, loss: 1.7205
2022-08-04 23:40:40,144 - mmseg - INFO - Iter [2550/160000] lr: 5.904e-05, eta: 9:45:23, time: 0.261, data_time: 0.052, memory: 35982, decode.loss_ce: 1.0408, decode.acc_seg: 66.8894, aux.loss_ce: 0.5371, aux.acc_seg: 61.6911, loss: 1.5779
2022-08-04 23:40:50,919 - mmseg - INFO - Iter [2600/160000] lr: 5.903e-05, eta: 9:44:49, time: 0.216, data_time: 0.005, memory: 35982, decode.loss_ce: 1.0320, decode.acc_seg: 67.1414, aux.loss_ce: 0.5439, aux.acc_seg: 60.7652, loss: 1.5759
2022-08-04 23:41:01,601 - mmseg - INFO - Iter [2650/160000] lr: 5.901e-05, eta: 9:44:10, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0536, decode.acc_seg: 66.7149, aux.loss_ce: 0.5454, aux.acc_seg: 60.5337, loss: 1.5990
2022-08-04 23:41:12,339 - mmseg - INFO - Iter [2700/160000] lr: 5.899e-05, eta: 9:43:35, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 1.0739, decode.acc_seg: 65.7000, aux.loss_ce: 0.5475, aux.acc_seg: 60.4434, loss: 1.6213
2022-08-04 23:41:23,016 - mmseg - INFO - Iter [2750/160000] lr: 5.897e-05, eta: 9:42:59, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 1.0304, decode.acc_seg: 67.4922, aux.loss_ce: 0.5437, aux.acc_seg: 61.2488, loss: 1.5741
2022-08-04 23:41:33,832 - mmseg - INFO - Iter [2800/160000] lr: 5.895e-05, eta: 9:42:31, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0391, decode.acc_seg: 66.9825, aux.loss_ce: 0.5421, aux.acc_seg: 61.2442, loss: 1.5812
2022-08-04 23:41:44,573 - mmseg - INFO - Iter [2850/160000] lr: 5.893e-05, eta: 9:41:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0464, decode.acc_seg: 66.0693, aux.loss_ce: 0.5246, aux.acc_seg: 61.3866, loss: 1.5710
2022-08-04 23:41:55,441 - mmseg - INFO - Iter [2900/160000] lr: 5.891e-05, eta: 9:41:35, time: 0.218, data_time: 0.005, memory: 35982, decode.loss_ce: 0.9914, decode.acc_seg: 67.5167, aux.loss_ce: 0.5183, aux.acc_seg: 62.1008, loss: 1.5097
2022-08-04 23:42:06,101 - mmseg - INFO - Iter [2950/160000] lr: 5.889e-05, eta: 9:41:00, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0125, decode.acc_seg: 66.3834, aux.loss_ce: 0.5237, aux.acc_seg: 60.7008, loss: 1.5362
2022-08-04 23:42:17,051 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-04 23:42:17,051 - mmseg - INFO - Iter [3000/160000] lr: 5.888e-05, eta: 9:40:41, time: 0.219, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0370, decode.acc_seg: 66.2082, aux.loss_ce: 0.5309, aux.acc_seg: 60.8265, loss: 1.5679
2022-08-04 23:42:27,769 - mmseg - INFO - Iter [3050/160000] lr: 5.886e-05, eta: 9:40:10, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9929, decode.acc_seg: 66.5994, aux.loss_ce: 0.5083, aux.acc_seg: 61.5486, loss: 1.5013
2022-08-04 23:42:38,425 - mmseg - INFO - Iter [3100/160000] lr: 5.884e-05, eta: 9:39:37, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9669, decode.acc_seg: 67.4266, aux.loss_ce: 0.5064, aux.acc_seg: 62.3556, loss: 1.4733
2022-08-04 23:42:49,113 - mmseg - INFO - Iter [3150/160000] lr: 5.882e-05, eta: 9:39:06, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9854, decode.acc_seg: 67.7622, aux.loss_ce: 0.5206, aux.acc_seg: 61.8227, loss: 1.5060
2022-08-04 23:42:59,871 - mmseg - INFO - Iter [3200/160000] lr: 5.880e-05, eta: 9:38:40, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9605, decode.acc_seg: 69.1258, aux.loss_ce: 0.4969, aux.acc_seg: 63.6490, loss: 1.4574
2022-08-04 23:43:10,566 - mmseg - INFO - Iter [3250/160000] lr: 5.878e-05, eta: 9:38:10, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9772, decode.acc_seg: 68.3793, aux.loss_ce: 0.5080, aux.acc_seg: 63.1392, loss: 1.4852
2022-08-04 23:43:21,215 - mmseg - INFO - Iter [3300/160000] lr: 5.876e-05, eta: 9:37:40, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 1.0007, decode.acc_seg: 67.2505, aux.loss_ce: 0.5200, aux.acc_seg: 61.4505, loss: 1.5206
2022-08-04 23:43:31,862 - mmseg - INFO - Iter [3350/160000] lr: 5.874e-05, eta: 9:37:09, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9549, decode.acc_seg: 68.7765, aux.loss_ce: 0.5071, aux.acc_seg: 62.5738, loss: 1.4620
2022-08-04 23:43:42,506 - mmseg - INFO - Iter [3400/160000] lr: 5.873e-05, eta: 9:36:39, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9813, decode.acc_seg: 67.6583, aux.loss_ce: 0.5086, aux.acc_seg: 62.5389, loss: 1.4899
2022-08-04 23:43:53,186 - mmseg - INFO - Iter [3450/160000] lr: 5.871e-05, eta: 9:36:12, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9727, decode.acc_seg: 67.7878, aux.loss_ce: 0.4981, aux.acc_seg: 62.3165, loss: 1.4708
2022-08-04 23:44:03,867 - mmseg - INFO - Iter [3500/160000] lr: 5.869e-05, eta: 9:35:44, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9647, decode.acc_seg: 68.1595, aux.loss_ce: 0.5056, aux.acc_seg: 63.0457, loss: 1.4703
2022-08-04 23:44:14,530 - mmseg - INFO - Iter [3550/160000] lr: 5.867e-05, eta: 9:35:17, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9084, decode.acc_seg: 69.9000, aux.loss_ce: 0.4811, aux.acc_seg: 63.8078, loss: 1.3895
2022-08-04 23:44:25,305 - mmseg - INFO - Iter [3600/160000] lr: 5.865e-05, eta: 9:34:55, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9957, decode.acc_seg: 67.2346, aux.loss_ce: 0.5108, aux.acc_seg: 61.2269, loss: 1.5065
2022-08-04 23:44:35,912 - mmseg - INFO - Iter [3650/160000] lr: 5.863e-05, eta: 9:34:26, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9592, decode.acc_seg: 68.7324, aux.loss_ce: 0.4925, aux.acc_seg: 63.2196, loss: 1.4517
2022-08-04 23:44:46,611 - mmseg - INFO - Iter [3700/160000] lr: 5.861e-05, eta: 9:34:01, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9421, decode.acc_seg: 68.3369, aux.loss_ce: 0.4990, aux.acc_seg: 61.9108, loss: 1.4412
2022-08-04 23:44:57,342 - mmseg - INFO - Iter [3750/160000] lr: 5.859e-05, eta: 9:33:38, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9492, decode.acc_seg: 68.5310, aux.loss_ce: 0.4835, aux.acc_seg: 63.8663, loss: 1.4327
2022-08-04 23:45:10,274 - mmseg - INFO - Iter [3800/160000] lr: 5.858e-05, eta: 9:34:46, time: 0.259, data_time: 0.049, memory: 35982, decode.loss_ce: 0.9145, decode.acc_seg: 69.6363, aux.loss_ce: 0.4692, aux.acc_seg: 64.4199, loss: 1.3836
2022-08-04 23:45:21,093 - mmseg - INFO - Iter [3850/160000] lr: 5.856e-05, eta: 9:34:25, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8963, decode.acc_seg: 69.8009, aux.loss_ce: 0.4653, aux.acc_seg: 65.0450, loss: 1.3616
2022-08-04 23:45:31,981 - mmseg - INFO - Iter [3900/160000] lr: 5.854e-05, eta: 9:34:09, time: 0.218, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8747, decode.acc_seg: 70.2817, aux.loss_ce: 0.4612, aux.acc_seg: 64.2671, loss: 1.3359
2022-08-04 23:45:42,763 - mmseg - INFO - Iter [3950/160000] lr: 5.852e-05, eta: 9:33:48, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9070, decode.acc_seg: 69.7791, aux.loss_ce: 0.4838, aux.acc_seg: 62.7761, loss: 1.3908
2022-08-04 23:45:53,527 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-04 23:45:53,527 - mmseg - INFO - Iter [4000/160000] lr: 5.850e-05, eta: 9:33:26, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9213, decode.acc_seg: 68.7015, aux.loss_ce: 0.4882, aux.acc_seg: 63.3379, loss: 1.4095
2022-08-04 23:46:04,291 - mmseg - INFO - Iter [4050/160000] lr: 5.848e-05, eta: 9:33:05, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8911, decode.acc_seg: 69.1096, aux.loss_ce: 0.4804, aux.acc_seg: 62.3522, loss: 1.3715
2022-08-04 23:46:15,011 - mmseg - INFO - Iter [4100/160000] lr: 5.846e-05, eta: 9:32:43, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9299, decode.acc_seg: 68.8048, aux.loss_ce: 0.4818, aux.acc_seg: 64.1825, loss: 1.4117
2022-08-04 23:46:25,709 - mmseg - INFO - Iter [4150/160000] lr: 5.844e-05, eta: 9:32:19, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9169, decode.acc_seg: 69.1676, aux.loss_ce: 0.4866, aux.acc_seg: 62.5912, loss: 1.4035
2022-08-04 23:46:36,434 - mmseg - INFO - Iter [4200/160000] lr: 5.843e-05, eta: 9:31:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9403, decode.acc_seg: 67.9755, aux.loss_ce: 0.4885, aux.acc_seg: 62.3886, loss: 1.4288
2022-08-04 23:46:47,228 - mmseg - INFO - Iter [4250/160000] lr: 5.841e-05, eta: 9:31:38, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8756, decode.acc_seg: 69.7603, aux.loss_ce: 0.4598, aux.acc_seg: 63.6990, loss: 1.3354
2022-08-04 23:46:57,850 - mmseg - INFO - Iter [4300/160000] lr: 5.839e-05, eta: 9:31:13, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8650, decode.acc_seg: 70.2000, aux.loss_ce: 0.4618, aux.acc_seg: 64.1513, loss: 1.3269
2022-08-04 23:47:08,542 - mmseg - INFO - Iter [4350/160000] lr: 5.837e-05, eta: 9:30:51, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.9233, decode.acc_seg: 69.2533, aux.loss_ce: 0.4773, aux.acc_seg: 63.9450, loss: 1.4005
2022-08-04 23:47:19,262 - mmseg - INFO - Iter [4400/160000] lr: 5.835e-05, eta: 9:30:30, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8883, decode.acc_seg: 70.2561, aux.loss_ce: 0.4719, aux.acc_seg: 64.5514, loss: 1.3602
2022-08-04 23:47:30,001 - mmseg - INFO - Iter [4450/160000] lr: 5.833e-05, eta: 9:30:10, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8968, decode.acc_seg: 69.2285, aux.loss_ce: 0.4689, aux.acc_seg: 63.4964, loss: 1.3656
2022-08-04 23:47:40,679 - mmseg - INFO - Iter [4500/160000] lr: 5.831e-05, eta: 9:29:48, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8606, decode.acc_seg: 71.1665, aux.loss_ce: 0.4486, aux.acc_seg: 65.8646, loss: 1.3093
2022-08-04 23:47:51,417 - mmseg - INFO - Iter [4550/160000] lr: 5.829e-05, eta: 9:29:28, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8383, decode.acc_seg: 70.9056, aux.loss_ce: 0.4364, aux.acc_seg: 65.6617, loss: 1.2747
2022-08-04 23:48:02,103 - mmseg - INFO - Iter [4600/160000] lr: 5.828e-05, eta: 9:29:07, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8966, decode.acc_seg: 69.0720, aux.loss_ce: 0.4601, aux.acc_seg: 64.0197, loss: 1.3567
2022-08-04 23:48:12,839 - mmseg - INFO - Iter [4650/160000] lr: 5.826e-05, eta: 9:28:48, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8774, decode.acc_seg: 70.2466, aux.loss_ce: 0.4572, aux.acc_seg: 64.6432, loss: 1.3346
2022-08-04 23:48:23,416 - mmseg - INFO - Iter [4700/160000] lr: 5.824e-05, eta: 9:28:23, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8893, decode.acc_seg: 69.2878, aux.loss_ce: 0.4677, aux.acc_seg: 63.4426, loss: 1.3570
2022-08-04 23:48:34,069 - mmseg - INFO - Iter [4750/160000] lr: 5.822e-05, eta: 9:28:01, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8833, decode.acc_seg: 69.8051, aux.loss_ce: 0.4529, aux.acc_seg: 64.5346, loss: 1.3362
2022-08-04 23:48:44,843 - mmseg - INFO - Iter [4800/160000] lr: 5.820e-05, eta: 9:27:44, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8875, decode.acc_seg: 70.0105, aux.loss_ce: 0.4579, aux.acc_seg: 64.9790, loss: 1.3454
2022-08-04 23:48:55,604 - mmseg - INFO - Iter [4850/160000] lr: 5.818e-05, eta: 9:27:26, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8467, decode.acc_seg: 71.6027, aux.loss_ce: 0.4360, aux.acc_seg: 66.2154, loss: 1.2826
2022-08-04 23:49:06,183 - mmseg - INFO - Iter [4900/160000] lr: 5.816e-05, eta: 9:27:03, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8443, decode.acc_seg: 70.6574, aux.loss_ce: 0.4395, aux.acc_seg: 65.9565, loss: 1.2838
2022-08-04 23:49:16,785 - mmseg - INFO - Iter [4950/160000] lr: 5.814e-05, eta: 9:26:40, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8700, decode.acc_seg: 70.3379, aux.loss_ce: 0.4537, aux.acc_seg: 65.1369, loss: 1.3238
2022-08-04 23:49:27,386 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-04 23:49:27,386 - mmseg - INFO - Iter [5000/160000] lr: 5.813e-05, eta: 9:26:18, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8425, decode.acc_seg: 71.6264, aux.loss_ce: 0.4326, aux.acc_seg: 66.5672, loss: 1.2751
2022-08-04 23:49:37,909 - mmseg - INFO - Iter [5050/160000] lr: 5.811e-05, eta: 9:25:54, time: 0.210, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8712, decode.acc_seg: 69.8031, aux.loss_ce: 0.4423, aux.acc_seg: 64.5205, loss: 1.3135
2022-08-04 23:49:51,011 - mmseg - INFO - Iter [5100/160000] lr: 5.809e-05, eta: 9:26:48, time: 0.262, data_time: 0.050, memory: 35982, decode.loss_ce: 0.8086, decode.acc_seg: 71.9225, aux.loss_ce: 0.4178, aux.acc_seg: 67.1613, loss: 1.2264
2022-08-04 23:50:01,663 - mmseg - INFO - Iter [5150/160000] lr: 5.807e-05, eta: 9:26:27, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8134, decode.acc_seg: 72.0587, aux.loss_ce: 0.4312, aux.acc_seg: 66.4272, loss: 1.2447
2022-08-04 23:50:12,383 - mmseg - INFO - Iter [5200/160000] lr: 5.805e-05, eta: 9:26:08, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8248, decode.acc_seg: 70.9676, aux.loss_ce: 0.4388, aux.acc_seg: 65.0225, loss: 1.2636
2022-08-04 23:50:23,140 - mmseg - INFO - Iter [5250/160000] lr: 5.803e-05, eta: 9:25:51, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8298, decode.acc_seg: 70.6931, aux.loss_ce: 0.4349, aux.acc_seg: 65.3017, loss: 1.2646
2022-08-04 23:50:33,802 - mmseg - INFO - Iter [5300/160000] lr: 5.801e-05, eta: 9:25:31, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8161, decode.acc_seg: 71.2598, aux.loss_ce: 0.4363, aux.acc_seg: 65.3137, loss: 1.2525
2022-08-04 23:50:44,505 - mmseg - INFO - Iter [5350/160000] lr: 5.799e-05, eta: 9:25:12, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8291, decode.acc_seg: 72.2088, aux.loss_ce: 0.4288, aux.acc_seg: 66.6205, loss: 1.2579
2022-08-04 23:50:55,309 - mmseg - INFO - Iter [5400/160000] lr: 5.798e-05, eta: 9:24:57, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8256, decode.acc_seg: 70.6330, aux.loss_ce: 0.4294, aux.acc_seg: 65.0708, loss: 1.2550
2022-08-04 23:51:06,047 - mmseg - INFO - Iter [5450/160000] lr: 5.796e-05, eta: 9:24:40, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8274, decode.acc_seg: 70.6446, aux.loss_ce: 0.4345, aux.acc_seg: 64.6356, loss: 1.2618
2022-08-04 23:51:16,831 - mmseg - INFO - Iter [5500/160000] lr: 5.794e-05, eta: 9:24:24, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8274, decode.acc_seg: 70.0701, aux.loss_ce: 0.4324, aux.acc_seg: 64.5605, loss: 1.2598
2022-08-04 23:51:27,669 - mmseg - INFO - Iter [5550/160000] lr: 5.792e-05, eta: 9:24:09, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7981, decode.acc_seg: 72.0199, aux.loss_ce: 0.4263, aux.acc_seg: 65.7925, loss: 1.2244
2022-08-04 23:51:38,425 - mmseg - INFO - Iter [5600/160000] lr: 5.790e-05, eta: 9:23:53, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7932, decode.acc_seg: 72.4062, aux.loss_ce: 0.4202, aux.acc_seg: 66.6999, loss: 1.2133
2022-08-04 23:51:49,109 - mmseg - INFO - Iter [5650/160000] lr: 5.788e-05, eta: 9:23:34, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8338, decode.acc_seg: 71.5995, aux.loss_ce: 0.4328, aux.acc_seg: 66.1197, loss: 1.2665
2022-08-04 23:51:59,743 - mmseg - INFO - Iter [5700/160000] lr: 5.786e-05, eta: 9:23:15, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8678, decode.acc_seg: 70.6721, aux.loss_ce: 0.4466, aux.acc_seg: 65.0441, loss: 1.3144
2022-08-04 23:52:10,482 - mmseg - INFO - Iter [5750/160000] lr: 5.784e-05, eta: 9:22:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8199, decode.acc_seg: 70.7127, aux.loss_ce: 0.4253, aux.acc_seg: 65.6009, loss: 1.2452
2022-08-04 23:52:21,253 - mmseg - INFO - Iter [5800/160000] lr: 5.783e-05, eta: 9:22:42, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8222, decode.acc_seg: 71.8230, aux.loss_ce: 0.4278, aux.acc_seg: 66.3063, loss: 1.2500
2022-08-04 23:52:31,962 - mmseg - INFO - Iter [5850/160000] lr: 5.781e-05, eta: 9:22:25, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8304, decode.acc_seg: 71.3089, aux.loss_ce: 0.4339, aux.acc_seg: 65.6731, loss: 1.2643
2022-08-04 23:52:42,594 - mmseg - INFO - Iter [5900/160000] lr: 5.779e-05, eta: 9:22:06, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8055, decode.acc_seg: 71.8873, aux.loss_ce: 0.4129, aux.acc_seg: 66.7583, loss: 1.2184
2022-08-04 23:52:53,237 - mmseg - INFO - Iter [5950/160000] lr: 5.777e-05, eta: 9:21:47, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8583, decode.acc_seg: 70.1483, aux.loss_ce: 0.4384, aux.acc_seg: 64.5434, loss: 1.2967
2022-08-04 23:53:03,930 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-04 23:53:03,931 - mmseg - INFO - Iter [6000/160000] lr: 5.775e-05, eta: 9:21:30, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8381, decode.acc_seg: 71.1055, aux.loss_ce: 0.4331, aux.acc_seg: 65.3021, loss: 1.2712
2022-08-04 23:53:14,773 - mmseg - INFO - Iter [6050/160000] lr: 5.773e-05, eta: 9:21:17, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8089, decode.acc_seg: 71.6038, aux.loss_ce: 0.4199, aux.acc_seg: 66.3909, loss: 1.2288
2022-08-04 23:53:25,401 - mmseg - INFO - Iter [6100/160000] lr: 5.771e-05, eta: 9:20:58, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7935, decode.acc_seg: 72.5850, aux.loss_ce: 0.4164, aux.acc_seg: 67.0434, loss: 1.2099
2022-08-04 23:53:36,014 - mmseg - INFO - Iter [6150/160000] lr: 5.769e-05, eta: 9:20:39, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8205, decode.acc_seg: 70.5603, aux.loss_ce: 0.4288, aux.acc_seg: 64.2930, loss: 1.2493
2022-08-04 23:53:46,767 - mmseg - INFO - Iter [6200/160000] lr: 5.768e-05, eta: 9:20:23, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8425, decode.acc_seg: 71.3787, aux.loss_ce: 0.4384, aux.acc_seg: 65.5886, loss: 1.2808
2022-08-04 23:53:57,349 - mmseg - INFO - Iter [6250/160000] lr: 5.766e-05, eta: 9:20:04, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8642, decode.acc_seg: 70.1263, aux.loss_ce: 0.4440, aux.acc_seg: 64.4997, loss: 1.3081
2022-08-04 23:54:07,923 - mmseg - INFO - Iter [6300/160000] lr: 5.764e-05, eta: 9:19:44, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8099, decode.acc_seg: 72.0710, aux.loss_ce: 0.4230, aux.acc_seg: 66.3386, loss: 1.2329
2022-08-04 23:54:20,899 - mmseg - INFO - Iter [6350/160000] lr: 5.762e-05, eta: 9:20:23, time: 0.259, data_time: 0.049, memory: 35982, decode.loss_ce: 0.7712, decode.acc_seg: 72.9345, aux.loss_ce: 0.4040, aux.acc_seg: 67.8621, loss: 1.1751
2022-08-04 23:54:31,535 - mmseg - INFO - Iter [6400/160000] lr: 5.760e-05, eta: 9:20:05, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7887, decode.acc_seg: 72.0651, aux.loss_ce: 0.4119, aux.acc_seg: 66.3912, loss: 1.2006
2022-08-04 23:54:42,149 - mmseg - INFO - Iter [6450/160000] lr: 5.758e-05, eta: 9:19:46, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8063, decode.acc_seg: 71.3279, aux.loss_ce: 0.4288, aux.acc_seg: 65.8592, loss: 1.2351
2022-08-04 23:54:52,890 - mmseg - INFO - Iter [6500/160000] lr: 5.756e-05, eta: 9:19:31, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.8087, decode.acc_seg: 72.2060, aux.loss_ce: 0.4223, aux.acc_seg: 66.0881, loss: 1.2310
2022-08-04 23:55:03,548 - mmseg - INFO - Iter [6550/160000] lr: 5.754e-05, eta: 9:19:13, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7919, decode.acc_seg: 72.5014, aux.loss_ce: 0.4249, aux.acc_seg: 65.9780, loss: 1.2167
2022-08-04 23:55:14,119 - mmseg - INFO - Iter [6600/160000] lr: 5.753e-05, eta: 9:18:54, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7565, decode.acc_seg: 72.4338, aux.loss_ce: 0.3936, aux.acc_seg: 67.6903, loss: 1.1501
2022-08-04 23:55:24,785 - mmseg - INFO - Iter [6650/160000] lr: 5.751e-05, eta: 9:18:37, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7747, decode.acc_seg: 71.9035, aux.loss_ce: 0.4041, aux.acc_seg: 66.5061, loss: 1.1789
2022-08-04 23:55:35,703 - mmseg - INFO - Iter [6700/160000] lr: 5.749e-05, eta: 9:18:26, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7829, decode.acc_seg: 72.2305, aux.loss_ce: 0.4013, aux.acc_seg: 66.8893, loss: 1.1842
2022-08-04 23:55:46,424 - mmseg - INFO - Iter [6750/160000] lr: 5.747e-05, eta: 9:18:10, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8341, decode.acc_seg: 70.4528, aux.loss_ce: 0.4293, aux.acc_seg: 65.3319, loss: 1.2634
2022-08-04 23:55:57,122 - mmseg - INFO - Iter [6800/160000] lr: 5.745e-05, eta: 9:17:54, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7151, decode.acc_seg: 74.1231, aux.loss_ce: 0.3764, aux.acc_seg: 68.6023, loss: 1.0915
2022-08-04 23:56:07,865 - mmseg - INFO - Iter [6850/160000] lr: 5.743e-05, eta: 9:17:39, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7536, decode.acc_seg: 72.6976, aux.loss_ce: 0.3892, aux.acc_seg: 67.7817, loss: 1.1428
2022-08-04 23:56:18,529 - mmseg - INFO - Iter [6900/160000] lr: 5.741e-05, eta: 9:17:22, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7799, decode.acc_seg: 72.2932, aux.loss_ce: 0.4022, aux.acc_seg: 67.1619, loss: 1.1821
2022-08-04 23:56:29,149 - mmseg - INFO - Iter [6950/160000] lr: 5.739e-05, eta: 9:17:04, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7574, decode.acc_seg: 73.0741, aux.loss_ce: 0.3966, aux.acc_seg: 66.7505, loss: 1.1540
2022-08-04 23:56:39,746 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-04 23:56:39,746 - mmseg - INFO - Iter [7000/160000] lr: 5.738e-05, eta: 9:16:46, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7836, decode.acc_seg: 71.9799, aux.loss_ce: 0.3957, aux.acc_seg: 67.2098, loss: 1.1793
2022-08-04 23:56:50,465 - mmseg - INFO - Iter [7050/160000] lr: 5.736e-05, eta: 9:16:31, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7616, decode.acc_seg: 72.3859, aux.loss_ce: 0.3932, aux.acc_seg: 67.6936, loss: 1.1548
2022-08-04 23:57:01,119 - mmseg - INFO - Iter [7100/160000] lr: 5.734e-05, eta: 9:16:15, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7459, decode.acc_seg: 72.8269, aux.loss_ce: 0.3903, aux.acc_seg: 67.1432, loss: 1.1361
2022-08-04 23:57:11,851 - mmseg - INFO - Iter [7150/160000] lr: 5.732e-05, eta: 9:16:00, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7608, decode.acc_seg: 72.9615, aux.loss_ce: 0.4055, aux.acc_seg: 67.1903, loss: 1.1663
2022-08-04 23:57:22,431 - mmseg - INFO - Iter [7200/160000] lr: 5.730e-05, eta: 9:15:42, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7569, decode.acc_seg: 72.8955, aux.loss_ce: 0.3870, aux.acc_seg: 68.2581, loss: 1.1438
2022-08-04 23:57:33,208 - mmseg - INFO - Iter [7250/160000] lr: 5.728e-05, eta: 9:15:28, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7628, decode.acc_seg: 73.5542, aux.loss_ce: 0.4026, aux.acc_seg: 67.4998, loss: 1.1654
2022-08-04 23:57:43,963 - mmseg - INFO - Iter [7300/160000] lr: 5.726e-05, eta: 9:15:14, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.8044, decode.acc_seg: 71.3281, aux.loss_ce: 0.4130, aux.acc_seg: 65.8977, loss: 1.2173
2022-08-04 23:57:54,602 - mmseg - INFO - Iter [7350/160000] lr: 5.724e-05, eta: 9:14:57, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7350, decode.acc_seg: 73.3395, aux.loss_ce: 0.3875, aux.acc_seg: 67.8243, loss: 1.1225
2022-08-04 23:58:05,297 - mmseg - INFO - Iter [7400/160000] lr: 5.723e-05, eta: 9:14:42, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7857, decode.acc_seg: 72.4952, aux.loss_ce: 0.4078, aux.acc_seg: 66.7778, loss: 1.1935
2022-08-04 23:58:16,066 - mmseg - INFO - Iter [7450/160000] lr: 5.721e-05, eta: 9:14:29, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7499, decode.acc_seg: 73.5793, aux.loss_ce: 0.3932, aux.acc_seg: 68.5540, loss: 1.1431
2022-08-04 23:58:26,844 - mmseg - INFO - Iter [7500/160000] lr: 5.719e-05, eta: 9:14:15, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7458, decode.acc_seg: 73.5925, aux.loss_ce: 0.3817, aux.acc_seg: 68.6719, loss: 1.1274
2022-08-04 23:58:37,446 - mmseg - INFO - Iter [7550/160000] lr: 5.717e-05, eta: 9:13:58, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7979, decode.acc_seg: 71.7944, aux.loss_ce: 0.4072, aux.acc_seg: 66.6628, loss: 1.2051
2022-08-04 23:58:50,578 - mmseg - INFO - Iter [7600/160000] lr: 5.715e-05, eta: 9:14:32, time: 0.263, data_time: 0.051, memory: 35982, decode.loss_ce: 0.7534, decode.acc_seg: 73.2298, aux.loss_ce: 0.4002, aux.acc_seg: 67.5564, loss: 1.1536
2022-08-04 23:59:01,322 - mmseg - INFO - Iter [7650/160000] lr: 5.713e-05, eta: 9:14:18, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7500, decode.acc_seg: 74.1093, aux.loss_ce: 0.3831, aux.acc_seg: 68.4664, loss: 1.1331
2022-08-04 23:59:12,098 - mmseg - INFO - Iter [7700/160000] lr: 5.711e-05, eta: 9:14:04, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7261, decode.acc_seg: 74.4353, aux.loss_ce: 0.3807, aux.acc_seg: 68.8441, loss: 1.1069
2022-08-04 23:59:22,835 - mmseg - INFO - Iter [7750/160000] lr: 5.709e-05, eta: 9:13:49, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7244, decode.acc_seg: 74.4205, aux.loss_ce: 0.3785, aux.acc_seg: 69.1458, loss: 1.1029
2022-08-04 23:59:33,429 - mmseg - INFO - Iter [7800/160000] lr: 5.708e-05, eta: 9:13:32, time: 0.212, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6956, decode.acc_seg: 74.2691, aux.loss_ce: 0.3679, aux.acc_seg: 68.8597, loss: 1.0636
2022-08-04 23:59:44,350 - mmseg - INFO - Iter [7850/160000] lr: 5.706e-05, eta: 9:13:21, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7688, decode.acc_seg: 73.3209, aux.loss_ce: 0.3975, aux.acc_seg: 67.7342, loss: 1.1663
2022-08-04 23:59:55,072 - mmseg - INFO - Iter [7900/160000] lr: 5.704e-05, eta: 9:13:07, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7566, decode.acc_seg: 72.4549, aux.loss_ce: 0.3985, aux.acc_seg: 66.6714, loss: 1.1551
2022-08-05 00:00:05,744 - mmseg - INFO - Iter [7950/160000] lr: 5.702e-05, eta: 9:12:52, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7308, decode.acc_seg: 73.7916, aux.loss_ce: 0.3735, aux.acc_seg: 68.4539, loss: 1.1042
2022-08-05 00:00:16,337 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:00:16,337 - mmseg - INFO - Iter [8000/160000] lr: 5.700e-05, eta: 9:12:35, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7377, decode.acc_seg: 72.9186, aux.loss_ce: 0.3862, aux.acc_seg: 67.0963, loss: 1.1239
2022-08-05 00:00:27,179 - mmseg - INFO - Iter [8050/160000] lr: 5.698e-05, eta: 9:12:23, time: 0.217, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7545, decode.acc_seg: 72.7883, aux.loss_ce: 0.3973, aux.acc_seg: 67.3094, loss: 1.1518
2022-08-05 00:00:37,923 - mmseg - INFO - Iter [8100/160000] lr: 5.696e-05, eta: 9:12:09, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7471, decode.acc_seg: 73.6377, aux.loss_ce: 0.3868, aux.acc_seg: 68.4431, loss: 1.1339
2022-08-05 00:00:48,674 - mmseg - INFO - Iter [8150/160000] lr: 5.694e-05, eta: 9:11:55, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6950, decode.acc_seg: 74.5705, aux.loss_ce: 0.3624, aux.acc_seg: 69.4345, loss: 1.0573
2022-08-05 00:00:59,299 - mmseg - INFO - Iter [8200/160000] lr: 5.693e-05, eta: 9:11:39, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7126, decode.acc_seg: 74.5828, aux.loss_ce: 0.3752, aux.acc_seg: 68.9318, loss: 1.0879
2022-08-05 00:01:09,927 - mmseg - INFO - Iter [8250/160000] lr: 5.691e-05, eta: 9:11:23, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7632, decode.acc_seg: 72.6418, aux.loss_ce: 0.3986, aux.acc_seg: 67.0358, loss: 1.1618
2022-08-05 00:01:20,776 - mmseg - INFO - Iter [8300/160000] lr: 5.689e-05, eta: 9:11:11, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7317, decode.acc_seg: 73.9367, aux.loss_ce: 0.3833, aux.acc_seg: 68.7705, loss: 1.1150
2022-08-05 00:01:31,430 - mmseg - INFO - Iter [8350/160000] lr: 5.687e-05, eta: 9:10:56, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7727, decode.acc_seg: 72.4779, aux.loss_ce: 0.4014, aux.acc_seg: 66.9090, loss: 1.1741
2022-08-05 00:01:42,125 - mmseg - INFO - Iter [8400/160000] lr: 5.685e-05, eta: 9:10:41, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7291, decode.acc_seg: 73.1692, aux.loss_ce: 0.3793, aux.acc_seg: 67.6062, loss: 1.1083
2022-08-05 00:01:52,738 - mmseg - INFO - Iter [8450/160000] lr: 5.683e-05, eta: 9:10:25, time: 0.212, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7285, decode.acc_seg: 74.6724, aux.loss_ce: 0.3808, aux.acc_seg: 69.2044, loss: 1.1093
2022-08-05 00:02:03,485 - mmseg - INFO - Iter [8500/160000] lr: 5.681e-05, eta: 9:10:11, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7281, decode.acc_seg: 73.8279, aux.loss_ce: 0.3707, aux.acc_seg: 68.3887, loss: 1.0988
2022-08-05 00:02:14,065 - mmseg - INFO - Iter [8550/160000] lr: 5.679e-05, eta: 9:09:55, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7205, decode.acc_seg: 74.2216, aux.loss_ce: 0.3785, aux.acc_seg: 68.1751, loss: 1.0990
2022-08-05 00:02:24,639 - mmseg - INFO - Iter [8600/160000] lr: 5.678e-05, eta: 9:09:38, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7094, decode.acc_seg: 74.5858, aux.loss_ce: 0.3717, aux.acc_seg: 69.0706, loss: 1.0811
2022-08-05 00:02:35,337 - mmseg - INFO - Iter [8650/160000] lr: 5.676e-05, eta: 9:09:24, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6699, decode.acc_seg: 75.8631, aux.loss_ce: 0.3650, aux.acc_seg: 70.1934, loss: 1.0349
2022-08-05 00:02:45,962 - mmseg - INFO - Iter [8700/160000] lr: 5.674e-05, eta: 9:09:09, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7304, decode.acc_seg: 72.5320, aux.loss_ce: 0.3755, aux.acc_seg: 67.2704, loss: 1.1059
2022-08-05 00:02:56,589 - mmseg - INFO - Iter [8750/160000] lr: 5.672e-05, eta: 9:08:53, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7613, decode.acc_seg: 72.4734, aux.loss_ce: 0.3841, aux.acc_seg: 67.6148, loss: 1.1454
2022-08-05 00:03:07,370 - mmseg - INFO - Iter [8800/160000] lr: 5.670e-05, eta: 9:08:40, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7073, decode.acc_seg: 73.6857, aux.loss_ce: 0.3579, aux.acc_seg: 69.3414, loss: 1.0652
2022-08-05 00:03:20,258 - mmseg - INFO - Iter [8850/160000] lr: 5.668e-05, eta: 9:09:04, time: 0.258, data_time: 0.051, memory: 35982, decode.loss_ce: 0.7415, decode.acc_seg: 73.6189, aux.loss_ce: 0.3792, aux.acc_seg: 68.5271, loss: 1.1208
2022-08-05 00:03:30,906 - mmseg - INFO - Iter [8900/160000] lr: 5.666e-05, eta: 9:08:49, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6832, decode.acc_seg: 74.8931, aux.loss_ce: 0.3610, aux.acc_seg: 69.3847, loss: 1.0442
2022-08-05 00:03:41,510 - mmseg - INFO - Iter [8950/160000] lr: 5.664e-05, eta: 9:08:33, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6943, decode.acc_seg: 74.3537, aux.loss_ce: 0.3629, aux.acc_seg: 69.1663, loss: 1.0571
2022-08-05 00:03:52,065 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:03:52,066 - mmseg - INFO - Iter [9000/160000] lr: 5.663e-05, eta: 9:08:16, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7127, decode.acc_seg: 74.4937, aux.loss_ce: 0.3822, aux.acc_seg: 68.2448, loss: 1.0948
2022-08-05 00:04:02,824 - mmseg - INFO - Iter [9050/160000] lr: 5.661e-05, eta: 9:08:03, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7336, decode.acc_seg: 73.4697, aux.loss_ce: 0.3737, aux.acc_seg: 68.4456, loss: 1.1073
2022-08-05 00:04:13,459 - mmseg - INFO - Iter [9100/160000] lr: 5.659e-05, eta: 9:07:48, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6714, decode.acc_seg: 75.0157, aux.loss_ce: 0.3499, aux.acc_seg: 69.9241, loss: 1.0213
2022-08-05 00:04:24,323 - mmseg - INFO - Iter [9150/160000] lr: 5.657e-05, eta: 9:07:37, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6677, decode.acc_seg: 76.0452, aux.loss_ce: 0.3532, aux.acc_seg: 70.4706, loss: 1.0209
2022-08-05 00:04:34,909 - mmseg - INFO - Iter [9200/160000] lr: 5.655e-05, eta: 9:07:21, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7593, decode.acc_seg: 73.1358, aux.loss_ce: 0.3911, aux.acc_seg: 67.9842, loss: 1.1504
2022-08-05 00:04:45,731 - mmseg - INFO - Iter [9250/160000] lr: 5.653e-05, eta: 9:07:08, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7407, decode.acc_seg: 73.4519, aux.loss_ce: 0.3806, aux.acc_seg: 68.1725, loss: 1.1213
2022-08-05 00:04:56,391 - mmseg - INFO - Iter [9300/160000] lr: 5.651e-05, eta: 9:06:54, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6943, decode.acc_seg: 74.1805, aux.loss_ce: 0.3567, aux.acc_seg: 69.5514, loss: 1.0510
2022-08-05 00:05:06,900 - mmseg - INFO - Iter [9350/160000] lr: 5.649e-05, eta: 9:06:37, time: 0.210, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6889, decode.acc_seg: 75.1364, aux.loss_ce: 0.3605, aux.acc_seg: 69.4253, loss: 1.0494
2022-08-05 00:05:17,519 - mmseg - INFO - Iter [9400/160000] lr: 5.648e-05, eta: 9:06:22, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7248, decode.acc_seg: 73.8282, aux.loss_ce: 0.3875, aux.acc_seg: 68.1746, loss: 1.1124
2022-08-05 00:05:28,200 - mmseg - INFO - Iter [9450/160000] lr: 5.646e-05, eta: 9:06:08, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6777, decode.acc_seg: 75.4174, aux.loss_ce: 0.3523, aux.acc_seg: 70.2605, loss: 1.0299
2022-08-05 00:05:38,998 - mmseg - INFO - Iter [9500/160000] lr: 5.644e-05, eta: 9:05:56, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7453, decode.acc_seg: 73.4044, aux.loss_ce: 0.3798, aux.acc_seg: 68.0066, loss: 1.1251
2022-08-05 00:05:49,606 - mmseg - INFO - Iter [9550/160000] lr: 5.642e-05, eta: 9:05:40, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7340, decode.acc_seg: 74.0895, aux.loss_ce: 0.3798, aux.acc_seg: 68.8582, loss: 1.1138
2022-08-05 00:06:00,317 - mmseg - INFO - Iter [9600/160000] lr: 5.640e-05, eta: 9:05:27, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6973, decode.acc_seg: 74.3865, aux.loss_ce: 0.3704, aux.acc_seg: 68.6334, loss: 1.0678
2022-08-05 00:06:10,893 - mmseg - INFO - Iter [9650/160000] lr: 5.638e-05, eta: 9:05:11, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6811, decode.acc_seg: 75.0576, aux.loss_ce: 0.3617, aux.acc_seg: 69.2562, loss: 1.0428
2022-08-05 00:06:21,646 - mmseg - INFO - Iter [9700/160000] lr: 5.636e-05, eta: 9:04:58, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6991, decode.acc_seg: 75.0619, aux.loss_ce: 0.3694, aux.acc_seg: 69.1856, loss: 1.0685
2022-08-05 00:06:32,297 - mmseg - INFO - Iter [9750/160000] lr: 5.634e-05, eta: 9:04:44, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7309, decode.acc_seg: 73.5327, aux.loss_ce: 0.3685, aux.acc_seg: 68.7914, loss: 1.0995
2022-08-05 00:06:43,225 - mmseg - INFO - Iter [9800/160000] lr: 5.633e-05, eta: 9:04:34, time: 0.219, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7143, decode.acc_seg: 74.2912, aux.loss_ce: 0.3673, aux.acc_seg: 69.1888, loss: 1.0817
2022-08-05 00:06:53,905 - mmseg - INFO - Iter [9850/160000] lr: 5.631e-05, eta: 9:04:20, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7420, decode.acc_seg: 74.0995, aux.loss_ce: 0.3788, aux.acc_seg: 68.8903, loss: 1.1209
2022-08-05 00:07:04,659 - mmseg - INFO - Iter [9900/160000] lr: 5.629e-05, eta: 9:04:07, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6974, decode.acc_seg: 74.4964, aux.loss_ce: 0.3598, aux.acc_seg: 69.1061, loss: 1.0572
2022-08-05 00:07:15,211 - mmseg - INFO - Iter [9950/160000] lr: 5.627e-05, eta: 9:03:52, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6922, decode.acc_seg: 74.9338, aux.loss_ce: 0.3591, aux.acc_seg: 69.7479, loss: 1.0513
2022-08-05 00:07:25,763 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:07:25,763 - mmseg - INFO - Iter [10000/160000] lr: 5.625e-05, eta: 9:03:36, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7264, decode.acc_seg: 73.9725, aux.loss_ce: 0.3782, aux.acc_seg: 68.3187, loss: 1.1047
2022-08-05 00:07:36,361 - mmseg - INFO - Iter [10050/160000] lr: 5.623e-05, eta: 9:03:21, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7334, decode.acc_seg: 73.3866, aux.loss_ce: 0.3657, aux.acc_seg: 69.0225, loss: 1.0991
2022-08-05 00:07:46,928 - mmseg - INFO - Iter [10100/160000] lr: 5.621e-05, eta: 9:03:06, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7266, decode.acc_seg: 74.1222, aux.loss_ce: 0.3681, aux.acc_seg: 68.7540, loss: 1.0947
2022-08-05 00:07:59,965 - mmseg - INFO - Iter [10150/160000] lr: 5.619e-05, eta: 9:03:27, time: 0.261, data_time: 0.050, memory: 35982, decode.loss_ce: 0.6879, decode.acc_seg: 74.9309, aux.loss_ce: 0.3530, aux.acc_seg: 70.0550, loss: 1.0410
2022-08-05 00:08:10,536 - mmseg - INFO - Iter [10200/160000] lr: 5.618e-05, eta: 9:03:11, time: 0.211, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6654, decode.acc_seg: 75.6220, aux.loss_ce: 0.3551, aux.acc_seg: 69.9445, loss: 1.0205
2022-08-05 00:08:21,213 - mmseg - INFO - Iter [10250/160000] lr: 5.616e-05, eta: 9:02:57, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6815, decode.acc_seg: 74.6127, aux.loss_ce: 0.3573, aux.acc_seg: 69.5850, loss: 1.0388
2022-08-05 00:08:31,957 - mmseg - INFO - Iter [10300/160000] lr: 5.614e-05, eta: 9:02:45, time: 0.215, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6844, decode.acc_seg: 74.2650, aux.loss_ce: 0.3668, aux.acc_seg: 68.5442, loss: 1.0512
2022-08-05 00:08:42,622 - mmseg - INFO - Iter [10350/160000] lr: 5.612e-05, eta: 9:02:31, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6779, decode.acc_seg: 75.6384, aux.loss_ce: 0.3569, aux.acc_seg: 69.6430, loss: 1.0348
2022-08-05 00:08:53,289 - mmseg - INFO - Iter [10400/160000] lr: 5.610e-05, eta: 9:02:17, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6858, decode.acc_seg: 74.8043, aux.loss_ce: 0.3471, aux.acc_seg: 70.1029, loss: 1.0330
2022-08-05 00:09:03,988 - mmseg - INFO - Iter [10450/160000] lr: 5.608e-05, eta: 9:02:03, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7188, decode.acc_seg: 73.4855, aux.loss_ce: 0.3691, aux.acc_seg: 68.5828, loss: 1.0879
2022-08-05 00:09:14,739 - mmseg - INFO - Iter [10500/160000] lr: 5.606e-05, eta: 9:01:51, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6556, decode.acc_seg: 76.0546, aux.loss_ce: 0.3535, aux.acc_seg: 69.5731, loss: 1.0091
2022-08-05 00:09:25,323 - mmseg - INFO - Iter [10550/160000] lr: 5.604e-05, eta: 9:01:36, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6513, decode.acc_seg: 76.4801, aux.loss_ce: 0.3478, aux.acc_seg: 70.8437, loss: 0.9991
2022-08-05 00:09:36,144 - mmseg - INFO - Iter [10600/160000] lr: 5.603e-05, eta: 9:01:24, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7033, decode.acc_seg: 74.6264, aux.loss_ce: 0.3605, aux.acc_seg: 69.9922, loss: 1.0638
2022-08-05 00:09:46,853 - mmseg - INFO - Iter [10650/160000] lr: 5.601e-05, eta: 9:01:11, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6863, decode.acc_seg: 75.3153, aux.loss_ce: 0.3523, aux.acc_seg: 70.3316, loss: 1.0386
2022-08-05 00:09:57,638 - mmseg - INFO - Iter [10700/160000] lr: 5.599e-05, eta: 9:00:59, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6690, decode.acc_seg: 75.1537, aux.loss_ce: 0.3487, aux.acc_seg: 69.9376, loss: 1.0177
2022-08-05 00:10:08,366 - mmseg - INFO - Iter [10750/160000] lr: 5.597e-05, eta: 9:00:46, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6712, decode.acc_seg: 75.3074, aux.loss_ce: 0.3512, aux.acc_seg: 70.3609, loss: 1.0224
2022-08-05 00:10:18,901 - mmseg - INFO - Iter [10800/160000] lr: 5.595e-05, eta: 9:00:31, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6641, decode.acc_seg: 75.1860, aux.loss_ce: 0.3449, aux.acc_seg: 70.0918, loss: 1.0090
2022-08-05 00:10:29,575 - mmseg - INFO - Iter [10850/160000] lr: 5.593e-05, eta: 9:00:17, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7057, decode.acc_seg: 74.3914, aux.loss_ce: 0.3590, aux.acc_seg: 70.1741, loss: 1.0647
2022-08-05 00:10:42,318 - mmseg - INFO - Iter [10900/160000] lr: 5.591e-05, eta: 9:00:32, time: 0.255, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6682, decode.acc_seg: 75.7608, aux.loss_ce: 0.3482, aux.acc_seg: 70.6399, loss: 1.0163
2022-08-05 00:10:53,296 - mmseg - INFO - Iter [10950/160000] lr: 5.589e-05, eta: 9:00:22, time: 0.220, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6948, decode.acc_seg: 74.6352, aux.loss_ce: 0.3553, aux.acc_seg: 69.4014, loss: 1.0501
2022-08-05 00:11:03,992 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:11:03,992 - mmseg - INFO - Iter [11000/160000] lr: 5.588e-05, eta: 9:00:09, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6953, decode.acc_seg: 74.9569, aux.loss_ce: 0.3491, aux.acc_seg: 70.8012, loss: 1.0444
2022-08-05 00:11:14,670 - mmseg - INFO - Iter [11050/160000] lr: 5.586e-05, eta: 8:59:55, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7213, decode.acc_seg: 74.1230, aux.loss_ce: 0.3706, aux.acc_seg: 69.4209, loss: 1.0919
2022-08-05 00:11:25,332 - mmseg - INFO - Iter [11100/160000] lr: 5.584e-05, eta: 8:59:42, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6886, decode.acc_seg: 75.3094, aux.loss_ce: 0.3532, aux.acc_seg: 70.4002, loss: 1.0418
2022-08-05 00:11:36,117 - mmseg - INFO - Iter [11150/160000] lr: 5.582e-05, eta: 8:59:29, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6814, decode.acc_seg: 74.4734, aux.loss_ce: 0.3449, aux.acc_seg: 69.9254, loss: 1.0263
2022-08-05 00:11:46,817 - mmseg - INFO - Iter [11200/160000] lr: 5.580e-05, eta: 8:59:16, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7099, decode.acc_seg: 74.1014, aux.loss_ce: 0.3681, aux.acc_seg: 68.6630, loss: 1.0780
2022-08-05 00:11:57,408 - mmseg - INFO - Iter [11250/160000] lr: 5.578e-05, eta: 8:59:02, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6580, decode.acc_seg: 76.3936, aux.loss_ce: 0.3445, aux.acc_seg: 70.9135, loss: 1.0025
2022-08-05 00:12:08,123 - mmseg - INFO - Iter [11300/160000] lr: 5.576e-05, eta: 8:58:49, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6843, decode.acc_seg: 74.6410, aux.loss_ce: 0.3497, aux.acc_seg: 70.1787, loss: 1.0340
2022-08-05 00:12:18,893 - mmseg - INFO - Iter [11350/160000] lr: 5.574e-05, eta: 8:58:37, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7294, decode.acc_seg: 73.4659, aux.loss_ce: 0.3717, aux.acc_seg: 68.3553, loss: 1.1011
2022-08-05 00:12:31,914 - mmseg - INFO - Iter [11400/160000] lr: 5.573e-05, eta: 8:58:54, time: 0.260, data_time: 0.051, memory: 35982, decode.loss_ce: 0.6555, decode.acc_seg: 75.6630, aux.loss_ce: 0.3435, aux.acc_seg: 70.1334, loss: 0.9990
2022-08-05 00:12:42,528 - mmseg - INFO - Iter [11450/160000] lr: 5.571e-05, eta: 8:58:40, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6453, decode.acc_seg: 76.1592, aux.loss_ce: 0.3463, aux.acc_seg: 70.3187, loss: 0.9917
2022-08-05 00:12:53,374 - mmseg - INFO - Iter [11500/160000] lr: 5.569e-05, eta: 8:58:28, time: 0.217, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6613, decode.acc_seg: 76.1349, aux.loss_ce: 0.3512, aux.acc_seg: 70.6941, loss: 1.0125
2022-08-05 00:13:03,989 - mmseg - INFO - Iter [11550/160000] lr: 5.567e-05, eta: 8:58:14, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6433, decode.acc_seg: 76.0216, aux.loss_ce: 0.3379, aux.acc_seg: 70.8289, loss: 0.9812
2022-08-05 00:13:14,597 - mmseg - INFO - Iter [11600/160000] lr: 5.565e-05, eta: 8:58:00, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6671, decode.acc_seg: 75.3803, aux.loss_ce: 0.3516, aux.acc_seg: 70.0906, loss: 1.0187
2022-08-05 00:13:25,284 - mmseg - INFO - Iter [11650/160000] lr: 5.563e-05, eta: 8:57:46, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6604, decode.acc_seg: 75.5613, aux.loss_ce: 0.3520, aux.acc_seg: 69.8026, loss: 1.0124
2022-08-05 00:13:35,911 - mmseg - INFO - Iter [11700/160000] lr: 5.561e-05, eta: 8:57:32, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6919, decode.acc_seg: 74.0537, aux.loss_ce: 0.3531, aux.acc_seg: 69.3014, loss: 1.0450
2022-08-05 00:13:46,460 - mmseg - INFO - Iter [11750/160000] lr: 5.559e-05, eta: 8:57:17, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6850, decode.acc_seg: 74.6052, aux.loss_ce: 0.3600, aux.acc_seg: 69.4432, loss: 1.0450
2022-08-05 00:13:57,117 - mmseg - INFO - Iter [11800/160000] lr: 5.558e-05, eta: 8:57:04, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6554, decode.acc_seg: 75.5883, aux.loss_ce: 0.3377, aux.acc_seg: 70.6056, loss: 0.9931
2022-08-05 00:14:07,708 - mmseg - INFO - Iter [11850/160000] lr: 5.556e-05, eta: 8:56:49, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6822, decode.acc_seg: 74.9662, aux.loss_ce: 0.3515, aux.acc_seg: 69.4326, loss: 1.0337
2022-08-05 00:14:18,286 - mmseg - INFO - Iter [11900/160000] lr: 5.554e-05, eta: 8:56:35, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6525, decode.acc_seg: 75.2823, aux.loss_ce: 0.3467, aux.acc_seg: 69.3301, loss: 0.9993
2022-08-05 00:14:28,961 - mmseg - INFO - Iter [11950/160000] lr: 5.552e-05, eta: 8:56:22, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6838, decode.acc_seg: 75.0192, aux.loss_ce: 0.3508, aux.acc_seg: 70.3881, loss: 1.0346
2022-08-05 00:14:39,612 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:14:39,612 - mmseg - INFO - Iter [12000/160000] lr: 5.550e-05, eta: 8:56:08, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6684, decode.acc_seg: 75.7235, aux.loss_ce: 0.3463, aux.acc_seg: 70.7043, loss: 1.0148
2022-08-05 00:14:50,258 - mmseg - INFO - Iter [12050/160000] lr: 5.548e-05, eta: 8:55:54, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.7051, decode.acc_seg: 73.9392, aux.loss_ce: 0.3573, aux.acc_seg: 69.0035, loss: 1.0624
2022-08-05 00:15:00,937 - mmseg - INFO - Iter [12100/160000] lr: 5.546e-05, eta: 8:55:41, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6641, decode.acc_seg: 75.2819, aux.loss_ce: 0.3385, aux.acc_seg: 70.9620, loss: 1.0025
2022-08-05 00:15:11,599 - mmseg - INFO - Iter [12150/160000] lr: 5.544e-05, eta: 8:55:28, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6725, decode.acc_seg: 74.8716, aux.loss_ce: 0.3385, aux.acc_seg: 70.8328, loss: 1.0109
2022-08-05 00:15:22,215 - mmseg - INFO - Iter [12200/160000] lr: 5.543e-05, eta: 8:55:14, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6757, decode.acc_seg: 74.7193, aux.loss_ce: 0.3532, aux.acc_seg: 69.4550, loss: 1.0288
2022-08-05 00:15:32,783 - mmseg - INFO - Iter [12250/160000] lr: 5.541e-05, eta: 8:55:00, time: 0.211, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6291, decode.acc_seg: 76.8392, aux.loss_ce: 0.3316, aux.acc_seg: 71.4514, loss: 0.9607
2022-08-05 00:15:43,454 - mmseg - INFO - Iter [12300/160000] lr: 5.539e-05, eta: 8:54:46, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.7043, decode.acc_seg: 74.6653, aux.loss_ce: 0.3538, aux.acc_seg: 69.9388, loss: 1.0581
2022-08-05 00:15:54,253 - mmseg - INFO - Iter [12350/160000] lr: 5.537e-05, eta: 8:54:35, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6582, decode.acc_seg: 75.7163, aux.loss_ce: 0.3403, aux.acc_seg: 71.0490, loss: 0.9985
2022-08-05 00:16:05,130 - mmseg - INFO - Iter [12400/160000] lr: 5.535e-05, eta: 8:54:24, time: 0.218, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6592, decode.acc_seg: 75.8970, aux.loss_ce: 0.3409, aux.acc_seg: 71.2573, loss: 1.0001
2022-08-05 00:16:15,674 - mmseg - INFO - Iter [12450/160000] lr: 5.533e-05, eta: 8:54:09, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6617, decode.acc_seg: 75.8920, aux.loss_ce: 0.3526, aux.acc_seg: 69.8450, loss: 1.0144
2022-08-05 00:16:26,305 - mmseg - INFO - Iter [12500/160000] lr: 5.531e-05, eta: 8:53:56, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6899, decode.acc_seg: 75.2509, aux.loss_ce: 0.3537, aux.acc_seg: 70.3519, loss: 1.0436
2022-08-05 00:16:36,952 - mmseg - INFO - Iter [12550/160000] lr: 5.529e-05, eta: 8:53:43, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6509, decode.acc_seg: 75.8161, aux.loss_ce: 0.3317, aux.acc_seg: 71.3073, loss: 0.9826
2022-08-05 00:16:47,536 - mmseg - INFO - Iter [12600/160000] lr: 5.528e-05, eta: 8:53:28, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6560, decode.acc_seg: 76.0183, aux.loss_ce: 0.3393, aux.acc_seg: 70.9383, loss: 0.9952
2022-08-05 00:17:00,364 - mmseg - INFO - Iter [12650/160000] lr: 5.526e-05, eta: 8:53:41, time: 0.257, data_time: 0.049, memory: 35982, decode.loss_ce: 0.6693, decode.acc_seg: 75.5136, aux.loss_ce: 0.3399, aux.acc_seg: 71.1807, loss: 1.0092
2022-08-05 00:17:11,066 - mmseg - INFO - Iter [12700/160000] lr: 5.524e-05, eta: 8:53:28, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6337, decode.acc_seg: 76.5120, aux.loss_ce: 0.3315, aux.acc_seg: 71.5586, loss: 0.9652
2022-08-05 00:17:21,694 - mmseg - INFO - Iter [12750/160000] lr: 5.522e-05, eta: 8:53:14, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6407, decode.acc_seg: 76.1760, aux.loss_ce: 0.3352, aux.acc_seg: 70.9280, loss: 0.9759
2022-08-05 00:17:32,363 - mmseg - INFO - Iter [12800/160000] lr: 5.520e-05, eta: 8:53:01, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6532, decode.acc_seg: 76.0369, aux.loss_ce: 0.3406, aux.acc_seg: 70.5871, loss: 0.9938
2022-08-05 00:17:43,089 - mmseg - INFO - Iter [12850/160000] lr: 5.518e-05, eta: 8:52:49, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5946, decode.acc_seg: 77.5654, aux.loss_ce: 0.3180, aux.acc_seg: 71.6043, loss: 0.9125
2022-08-05 00:17:53,663 - mmseg - INFO - Iter [12900/160000] lr: 5.516e-05, eta: 8:52:34, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6295, decode.acc_seg: 77.3429, aux.loss_ce: 0.3301, aux.acc_seg: 72.3284, loss: 0.9596
2022-08-05 00:18:04,263 - mmseg - INFO - Iter [12950/160000] lr: 5.514e-05, eta: 8:52:21, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6226, decode.acc_seg: 77.0916, aux.loss_ce: 0.3269, aux.acc_seg: 71.9735, loss: 0.9495
2022-08-05 00:18:14,939 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:18:14,939 - mmseg - INFO - Iter [13000/160000] lr: 5.513e-05, eta: 8:52:08, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6498, decode.acc_seg: 75.9036, aux.loss_ce: 0.3378, aux.acc_seg: 70.9395, loss: 0.9876
2022-08-05 00:18:25,603 - mmseg - INFO - Iter [13050/160000] lr: 5.511e-05, eta: 8:51:55, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6643, decode.acc_seg: 75.6490, aux.loss_ce: 0.3450, aux.acc_seg: 70.7459, loss: 1.0093
2022-08-05 00:18:36,208 - mmseg - INFO - Iter [13100/160000] lr: 5.509e-05, eta: 8:51:41, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6451, decode.acc_seg: 75.9941, aux.loss_ce: 0.3412, aux.acc_seg: 70.3702, loss: 0.9863
2022-08-05 00:18:46,907 - mmseg - INFO - Iter [13150/160000] lr: 5.507e-05, eta: 8:51:28, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6670, decode.acc_seg: 75.9263, aux.loss_ce: 0.3486, aux.acc_seg: 70.6151, loss: 1.0156
2022-08-05 00:18:57,571 - mmseg - INFO - Iter [13200/160000] lr: 5.505e-05, eta: 8:51:15, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6097, decode.acc_seg: 76.8815, aux.loss_ce: 0.3149, aux.acc_seg: 71.8633, loss: 0.9246
2022-08-05 00:19:08,738 - mmseg - INFO - Iter [13250/160000] lr: 5.503e-05, eta: 8:51:08, time: 0.223, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6309, decode.acc_seg: 76.5344, aux.loss_ce: 0.3312, aux.acc_seg: 71.6719, loss: 0.9621
2022-08-05 00:19:19,323 - mmseg - INFO - Iter [13300/160000] lr: 5.501e-05, eta: 8:50:54, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6461, decode.acc_seg: 76.2434, aux.loss_ce: 0.3432, aux.acc_seg: 70.7223, loss: 0.9893
2022-08-05 00:19:29,984 - mmseg - INFO - Iter [13350/160000] lr: 5.499e-05, eta: 8:50:41, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6597, decode.acc_seg: 76.4421, aux.loss_ce: 0.3406, aux.acc_seg: 71.4268, loss: 1.0003
2022-08-05 00:19:40,610 - mmseg - INFO - Iter [13400/160000] lr: 5.498e-05, eta: 8:50:28, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6533, decode.acc_seg: 76.1156, aux.loss_ce: 0.3403, aux.acc_seg: 71.2898, loss: 0.9936
2022-08-05 00:19:51,346 - mmseg - INFO - Iter [13450/160000] lr: 5.496e-05, eta: 8:50:15, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6420, decode.acc_seg: 75.9552, aux.loss_ce: 0.3341, aux.acc_seg: 70.8069, loss: 0.9762
2022-08-05 00:20:02,027 - mmseg - INFO - Iter [13500/160000] lr: 5.494e-05, eta: 8:50:03, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6304, decode.acc_seg: 76.8250, aux.loss_ce: 0.3294, aux.acc_seg: 71.5239, loss: 0.9598
2022-08-05 00:20:12,632 - mmseg - INFO - Iter [13550/160000] lr: 5.492e-05, eta: 8:49:49, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6637, decode.acc_seg: 75.1957, aux.loss_ce: 0.3467, aux.acc_seg: 69.8211, loss: 1.0105
2022-08-05 00:20:23,273 - mmseg - INFO - Iter [13600/160000] lr: 5.490e-05, eta: 8:49:36, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6668, decode.acc_seg: 75.5868, aux.loss_ce: 0.3467, aux.acc_seg: 70.4921, loss: 1.0135
2022-08-05 00:20:33,885 - mmseg - INFO - Iter [13650/160000] lr: 5.488e-05, eta: 8:49:23, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6560, decode.acc_seg: 76.1366, aux.loss_ce: 0.3317, aux.acc_seg: 71.9245, loss: 0.9876
2022-08-05 00:20:44,614 - mmseg - INFO - Iter [13700/160000] lr: 5.486e-05, eta: 8:49:10, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6331, decode.acc_seg: 76.5597, aux.loss_ce: 0.3264, aux.acc_seg: 71.4257, loss: 0.9594
2022-08-05 00:20:55,255 - mmseg - INFO - Iter [13750/160000] lr: 5.484e-05, eta: 8:48:57, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6741, decode.acc_seg: 74.8372, aux.loss_ce: 0.3499, aux.acc_seg: 70.0231, loss: 1.0240
2022-08-05 00:21:05,989 - mmseg - INFO - Iter [13800/160000] lr: 5.483e-05, eta: 8:48:45, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6343, decode.acc_seg: 75.9382, aux.loss_ce: 0.3294, aux.acc_seg: 70.9712, loss: 0.9637
2022-08-05 00:21:16,778 - mmseg - INFO - Iter [13850/160000] lr: 5.481e-05, eta: 8:48:34, time: 0.216, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6837, decode.acc_seg: 74.4164, aux.loss_ce: 0.3490, aux.acc_seg: 69.8536, loss: 1.0327
2022-08-05 00:21:29,665 - mmseg - INFO - Iter [13900/160000] lr: 5.479e-05, eta: 8:48:44, time: 0.258, data_time: 0.049, memory: 35982, decode.loss_ce: 0.6940, decode.acc_seg: 74.7886, aux.loss_ce: 0.3519, aux.acc_seg: 69.9200, loss: 1.0458
2022-08-05 00:21:40,224 - mmseg - INFO - Iter [13950/160000] lr: 5.477e-05, eta: 8:48:30, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5963, decode.acc_seg: 77.0395, aux.loss_ce: 0.3149, aux.acc_seg: 71.8674, loss: 0.9112
2022-08-05 00:21:50,937 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:21:50,937 - mmseg - INFO - Iter [14000/160000] lr: 5.475e-05, eta: 8:48:18, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6265, decode.acc_seg: 77.1949, aux.loss_ce: 0.3257, aux.acc_seg: 72.6924, loss: 0.9522
2022-08-05 00:22:01,602 - mmseg - INFO - Iter [14050/160000] lr: 5.473e-05, eta: 8:48:05, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6248, decode.acc_seg: 77.2182, aux.loss_ce: 0.3303, aux.acc_seg: 71.8414, loss: 0.9551
2022-08-05 00:22:12,225 - mmseg - INFO - Iter [14100/160000] lr: 5.471e-05, eta: 8:47:52, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6201, decode.acc_seg: 77.0945, aux.loss_ce: 0.3171, aux.acc_seg: 72.7346, loss: 0.9372
2022-08-05 00:22:22,772 - mmseg - INFO - Iter [14150/160000] lr: 5.469e-05, eta: 8:47:38, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6105, decode.acc_seg: 76.9725, aux.loss_ce: 0.3197, aux.acc_seg: 72.0633, loss: 0.9302
2022-08-05 00:22:33,399 - mmseg - INFO - Iter [14200/160000] lr: 5.468e-05, eta: 8:47:25, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6338, decode.acc_seg: 76.2612, aux.loss_ce: 0.3330, aux.acc_seg: 70.7866, loss: 0.9668
2022-08-05 00:22:43,963 - mmseg - INFO - Iter [14250/160000] lr: 5.466e-05, eta: 8:47:11, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6176, decode.acc_seg: 76.9707, aux.loss_ce: 0.3246, aux.acc_seg: 71.9317, loss: 0.9422
2022-08-05 00:22:54,637 - mmseg - INFO - Iter [14300/160000] lr: 5.464e-05, eta: 8:46:58, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5852, decode.acc_seg: 78.0607, aux.loss_ce: 0.3210, aux.acc_seg: 72.5255, loss: 0.9062
2022-08-05 00:23:05,239 - mmseg - INFO - Iter [14350/160000] lr: 5.462e-05, eta: 8:46:45, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6407, decode.acc_seg: 76.0266, aux.loss_ce: 0.3297, aux.acc_seg: 71.4443, loss: 0.9703
2022-08-05 00:23:15,952 - mmseg - INFO - Iter [14400/160000] lr: 5.460e-05, eta: 8:46:32, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6403, decode.acc_seg: 75.9245, aux.loss_ce: 0.3338, aux.acc_seg: 70.9405, loss: 0.9741
2022-08-05 00:23:26,659 - mmseg - INFO - Iter [14450/160000] lr: 5.458e-05, eta: 8:46:20, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6483, decode.acc_seg: 76.3395, aux.loss_ce: 0.3353, aux.acc_seg: 71.3798, loss: 0.9836
2022-08-05 00:23:37,339 - mmseg - INFO - Iter [14500/160000] lr: 5.456e-05, eta: 8:46:08, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6531, decode.acc_seg: 75.2997, aux.loss_ce: 0.3445, aux.acc_seg: 70.0307, loss: 0.9975
2022-08-05 00:23:48,111 - mmseg - INFO - Iter [14550/160000] lr: 5.454e-05, eta: 8:45:56, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6258, decode.acc_seg: 77.1237, aux.loss_ce: 0.3435, aux.acc_seg: 70.7127, loss: 0.9693
2022-08-05 00:23:58,747 - mmseg - INFO - Iter [14600/160000] lr: 5.453e-05, eta: 8:45:43, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6535, decode.acc_seg: 76.8436, aux.loss_ce: 0.3451, aux.acc_seg: 70.9369, loss: 0.9986
2022-08-05 00:24:09,238 - mmseg - INFO - Iter [14650/160000] lr: 5.451e-05, eta: 8:45:29, time: 0.210, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6056, decode.acc_seg: 77.6018, aux.loss_ce: 0.3190, aux.acc_seg: 72.3891, loss: 0.9246
2022-08-05 00:24:19,924 - mmseg - INFO - Iter [14700/160000] lr: 5.449e-05, eta: 8:45:16, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6284, decode.acc_seg: 76.5907, aux.loss_ce: 0.3280, aux.acc_seg: 71.2889, loss: 0.9564
2022-08-05 00:24:30,557 - mmseg - INFO - Iter [14750/160000] lr: 5.447e-05, eta: 8:45:03, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6164, decode.acc_seg: 76.5823, aux.loss_ce: 0.3330, aux.acc_seg: 70.6134, loss: 0.9494
2022-08-05 00:24:41,128 - mmseg - INFO - Iter [14800/160000] lr: 5.445e-05, eta: 8:44:50, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6142, decode.acc_seg: 76.6226, aux.loss_ce: 0.3199, aux.acc_seg: 71.7791, loss: 0.9341
2022-08-05 00:24:51,747 - mmseg - INFO - Iter [14850/160000] lr: 5.443e-05, eta: 8:44:37, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6312, decode.acc_seg: 76.7339, aux.loss_ce: 0.3272, aux.acc_seg: 72.0501, loss: 0.9583
2022-08-05 00:25:02,294 - mmseg - INFO - Iter [14900/160000] lr: 5.441e-05, eta: 8:44:23, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6076, decode.acc_seg: 76.9509, aux.loss_ce: 0.3207, aux.acc_seg: 71.4135, loss: 0.9283
2022-08-05 00:25:12,889 - mmseg - INFO - Iter [14950/160000] lr: 5.439e-05, eta: 8:44:10, time: 0.212, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6344, decode.acc_seg: 76.6673, aux.loss_ce: 0.3255, aux.acc_seg: 71.8921, loss: 0.9599
2022-08-05 00:25:23,422 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:25:23,422 - mmseg - INFO - Iter [15000/160000] lr: 5.438e-05, eta: 8:43:56, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6504, decode.acc_seg: 76.3541, aux.loss_ce: 0.3346, aux.acc_seg: 71.5493, loss: 0.9849
2022-08-05 00:25:34,107 - mmseg - INFO - Iter [15050/160000] lr: 5.436e-05, eta: 8:43:44, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6228, decode.acc_seg: 76.6337, aux.loss_ce: 0.3198, aux.acc_seg: 72.0058, loss: 0.9426
2022-08-05 00:25:44,654 - mmseg - INFO - Iter [15100/160000] lr: 5.434e-05, eta: 8:43:30, time: 0.211, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6286, decode.acc_seg: 76.5635, aux.loss_ce: 0.3302, aux.acc_seg: 71.3976, loss: 0.9588
2022-08-05 00:25:55,222 - mmseg - INFO - Iter [15150/160000] lr: 5.432e-05, eta: 8:43:17, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6436, decode.acc_seg: 76.5418, aux.loss_ce: 0.3297, aux.acc_seg: 71.9733, loss: 0.9733
2022-08-05 00:26:08,231 - mmseg - INFO - Iter [15200/160000] lr: 5.430e-05, eta: 8:43:26, time: 0.260, data_time: 0.050, memory: 35982, decode.loss_ce: 0.5809, decode.acc_seg: 77.8404, aux.loss_ce: 0.3080, aux.acc_seg: 72.8198, loss: 0.8889
2022-08-05 00:26:18,861 - mmseg - INFO - Iter [15250/160000] lr: 5.428e-05, eta: 8:43:13, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6164, decode.acc_seg: 77.5232, aux.loss_ce: 0.3311, aux.acc_seg: 71.9842, loss: 0.9476
2022-08-05 00:26:29,526 - mmseg - INFO - Iter [15300/160000] lr: 5.426e-05, eta: 8:43:01, time: 0.214, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5780, decode.acc_seg: 78.8082, aux.loss_ce: 0.3050, aux.acc_seg: 73.8811, loss: 0.8830
2022-08-05 00:26:40,143 - mmseg - INFO - Iter [15350/160000] lr: 5.424e-05, eta: 8:42:48, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6096, decode.acc_seg: 77.1004, aux.loss_ce: 0.3205, aux.acc_seg: 72.3002, loss: 0.9301
2022-08-05 00:26:50,836 - mmseg - INFO - Iter [15400/160000] lr: 5.423e-05, eta: 8:42:36, time: 0.214, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5770, decode.acc_seg: 78.2135, aux.loss_ce: 0.3081, aux.acc_seg: 73.0756, loss: 0.8850
2022-08-05 00:27:01,477 - mmseg - INFO - Iter [15450/160000] lr: 5.421e-05, eta: 8:42:23, time: 0.213, data_time: 0.005, memory: 35982, decode.loss_ce: 0.6105, decode.acc_seg: 77.0031, aux.loss_ce: 0.3220, aux.acc_seg: 72.0206, loss: 0.9325
2022-08-05 00:27:12,204 - mmseg - INFO - Iter [15500/160000] lr: 5.419e-05, eta: 8:42:11, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5940, decode.acc_seg: 77.6806, aux.loss_ce: 0.3191, aux.acc_seg: 72.2669, loss: 0.9131
2022-08-05 00:27:22,875 - mmseg - INFO - Iter [15550/160000] lr: 5.417e-05, eta: 8:41:59, time: 0.213, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6285, decode.acc_seg: 76.5577, aux.loss_ce: 0.3283, aux.acc_seg: 71.4791, loss: 0.9568
2022-08-05 00:27:33,494 - mmseg - INFO - Iter [15600/160000] lr: 5.415e-05, eta: 8:41:46, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6437, decode.acc_seg: 76.1759, aux.loss_ce: 0.3283, aux.acc_seg: 72.0830, loss: 0.9720
2022-08-05 00:27:44,074 - mmseg - INFO - Iter [15650/160000] lr: 5.413e-05, eta: 8:41:33, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5656, decode.acc_seg: 78.8224, aux.loss_ce: 0.2965, aux.acc_seg: 73.7958, loss: 0.8621
2022-08-05 00:27:54,667 - mmseg - INFO - Iter [15700/160000] lr: 5.411e-05, eta: 8:41:19, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5920, decode.acc_seg: 77.9782, aux.loss_ce: 0.3115, aux.acc_seg: 73.0084, loss: 0.9035
2022-08-05 00:28:05,391 - mmseg - INFO - Iter [15750/160000] lr: 5.409e-05, eta: 8:41:08, time: 0.215, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5789, decode.acc_seg: 78.2564, aux.loss_ce: 0.3090, aux.acc_seg: 72.8102, loss: 0.8879
2022-08-05 00:28:15,911 - mmseg - INFO - Iter [15800/160000] lr: 5.408e-05, eta: 8:40:54, time: 0.210, data_time: 0.004, memory: 35982, decode.loss_ce: 0.5962, decode.acc_seg: 77.1688, aux.loss_ce: 0.3219, aux.acc_seg: 71.8223, loss: 0.9181
2022-08-05 00:28:26,486 - mmseg - INFO - Iter [15850/160000] lr: 5.406e-05, eta: 8:40:41, time: 0.211, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6037, decode.acc_seg: 77.6192, aux.loss_ce: 0.3132, aux.acc_seg: 73.0001, loss: 0.9169
2022-08-05 00:28:37,001 - mmseg - INFO - Iter [15900/160000] lr: 5.404e-05, eta: 8:40:27, time: 0.210, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6380, decode.acc_seg: 75.8844, aux.loss_ce: 0.3271, aux.acc_seg: 70.9988, loss: 0.9652
2022-08-05 00:28:47,580 - mmseg - INFO - Iter [15950/160000] lr: 5.402e-05, eta: 8:40:14, time: 0.212, data_time: 0.004, memory: 35982, decode.loss_ce: 0.6106, decode.acc_seg: 77.0899, aux.loss_ce: 0.3222, aux.acc_seg: 72.2143, loss: 0.9328
2022-08-05 00:28:58,337 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-05 00:29:00,038 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:29:00,038 - mmseg - INFO - Iter [16000/160000] lr: 5.400e-05, eta: 8:40:17, time: 0.249, data_time: 0.005, memory: 35982, decode.loss_ce: 0.5778, decode.acc_seg: 78.0662, aux.loss_ce: 0.3000, aux.acc_seg: 73.0859, loss: 0.8778
2022-08-05 00:43:54,175 - mmseg - INFO - per class results:
2022-08-05 00:43:54,182 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 71.57 | 85.71 |
| building | 80.8 | 93.69 |
| sky | 93.39 | 95.53 |
| floor | 78.07 | 89.19 |
| tree | 72.03 | 86.77 |
| ceiling | 79.85 | 89.99 |
| road | 78.37 | 89.03 |
| bed | 79.74 | 93.86 |
| windowpane | 55.91 | 68.25 |
| grass | 64.22 | 79.22 |
| cabinet | 53.02 | 63.84 |
| sidewalk | 55.69 | 67.95 |
| person | 76.11 | 87.75 |
| earth | 33.38 | 43.96 |
| door | 33.25 | 45.46 |
| table | 46.7 | 66.06 |
| mountain | 55.23 | 76.03 |
| plant | 48.38 | 61.49 |
| curtain | 64.57 | 78.74 |
| chair | 47.54 | 62.49 |
| car | 80.7 | 90.26 |
| water | 45.96 | 57.64 |
| painting | 61.52 | 83.06 |
| sofa | 51.56 | 69.73 |
| shelf | 37.41 | 63.61 |
| house | 47.04 | 54.51 |
| sea | 58.79 | 90.86 |
| mirror | 45.84 | 56.01 |
| rug | 57.09 | 62.03 |
| field | 28.25 | 55.81 |
| armchair | 22.43 | 31.96 |
| seat | 56.71 | 77.75 |
| fence | 38.17 | 57.76 |
| desk | 35.29 | 57.64 |
| rock | 41.37 | 70.48 |
| wardrobe | 45.69 | 67.14 |
| lamp | 51.98 | 67.33 |
| bathtub | 64.11 | 79.59 |
| railing | 19.44 | 21.75 |
| cushion | 44.02 | 58.73 |
| base | 17.05 | 24.31 |
| box | 17.99 | 23.06 |
| column | 39.39 | 47.33 |
| signboard | 32.79 | 40.22 |
| chest of drawers | 28.08 | 37.75 |
| counter | 25.7 | 30.88 |
| sand | 28.35 | 41.57 |
| sink | 58.66 | 69.52 |
| skyscraper | 41.67 | 46.93 |
| fireplace | 45.39 | 76.45 |
| refrigerator | 61.42 | 78.22 |
| grandstand | 48.17 | 80.33 |
| path | 22.4 | 34.78 |
| stairs | 28.18 | 32.77 |
| runway | 62.92 | 76.25 |
| case | 51.62 | 68.24 |
| pool table | 88.92 | 95.48 |
| pillow | 41.29 | 46.98 |
| screen door | 47.26 | 60.64 |
| stairway | 28.19 | 42.8 |
| river | 13.3 | 26.75 |
| bridge | 58.17 | 74.53 |
| bookcase | 30.38 | 57.85 |
| blind | 26.31 | 31.58 |
| coffee table | 44.88 | 79.31 |
| toilet | 73.0 | 89.68 |
| flower | 27.74 | 41.08 |
| book | 40.92 | 54.24 |
| hill | 1.95 | 2.19 |
| bench | 50.43 | 61.6 |
| countertop | 43.68 | 58.33 |
| stove | 57.11 | 80.23 |
| palm | 48.56 | 71.69 |
| kitchen island | 25.75 | 67.1 |
| computer | 59.1 | 77.85 |
| swivel chair | 40.6 | 60.53 |
| boat | 67.06 | 79.79 |
| bar | 43.96 | 47.85 |
| arcade machine | 47.31 | 76.86 |
| hovel | 58.31 | 73.81 |
| bus | 74.48 | 94.07 |
| towel | 44.43 | 54.71 |
| light | 40.97 | 48.83 |
| truck | 23.04 | 36.4 |
| tower | 1.92 | 2.19 |
| chandelier | 53.88 | 71.24 |
| awning | 14.27 | 15.43 |
| streetlight | 17.69 | 25.09 |
| booth | 28.99 | 35.45 |
| television receiver | 61.9 | 73.92 |
| airplane | 53.08 | 56.54 |
| dirt track | 3.22 | 7.77 |
| apparel | 28.44 | 49.2 |
| pole | 10.23 | 12.19 |
| land | 0.0 | 0.0 |
| bannister | 5.81 | 6.78 |
| escalator | 34.32 | 60.31 |
| ottoman | 17.41 | 18.45 |
| bottle | 15.98 | 18.77 |
| buffet | 36.64 | 49.41 |
| poster | 0.0 | 0.0 |
| stage | 7.7 | 16.55 |
| van | 30.52 | 38.66 |
| ship | 8.74 | 8.86 |
| fountain | 27.93 | 30.0 |
| conveyer belt | 52.53 | 79.08 |
| canopy | 22.68 | 32.2 |
| washer | 60.96 | 71.21 |
| plaything | 14.24 | 21.94 |
| swimming pool | 36.97 | 55.69 |
| stool | 16.57 | 20.71 |
| barrel | 19.63 | 65.12 |
| basket | 15.71 | 20.87 |
| waterfall | 71.87 | 89.61 |
| tent | 83.97 | 99.02 |
| bag | 0.01 | 0.01 |
| minibike | 57.72 | 68.71 |
| cradle | 56.88 | 82.66 |
| oven | 1.79 | 2.95 |
| ball | 38.16 | 48.34 |
| food | 52.26 | 65.96 |
| step | 0.51 | 0.52 |
| tank | 30.81 | 34.76 |
| trade name | 15.56 | 16.43 |
| microwave | 34.16 | 39.42 |
| pot | 24.85 | 28.5 |
| animal | 51.76 | 53.89 |
| bicycle | 52.59 | 69.3 |
| lake | 0.0 | 0.0 |
| dishwasher | 38.27 | 55.05 |
| screen | 47.87 | 93.29 |
| blanket | 0.0 | 0.0 |
| sculpture | 36.89 | 46.62 |
| hood | 37.52 | 44.85 |
| sconce | 12.77 | 14.14 |
| vase | 28.0 | 38.22 |
| traffic light | 17.2 | 33.44 |
| tray | 0.0 | 0.0 |
| ashcan | 30.35 | 37.93 |
| fan | 41.48 | 51.9 |
| pier | 10.63 | 38.34 |
| crt screen | 0.0 | 0.0 |
| plate | 42.14 | 54.15 |
| monitor | 1.96 | 2.48 |
| bulletin board | 31.04 | 32.14 |
| shower | 0.0 | 0.0 |
| radiator | 44.63 | 49.65 |
| glass | 2.33 | 2.36 |
| clock | 21.11 | 25.6 |
| flag | 27.52 | 29.41 |
+---------------------+-------+-------+
2022-08-05 00:43:54,182 - mmseg - INFO - Summary:
2022-08-05 00:43:54,182 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 79.15 | 38.67 | 50.76 |
+-------+-------+-------+
2022-08-05 00:43:54,184 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:43:54,184 - mmseg - INFO - Iter(val) [250] aAcc: 0.7915, mIoU: 0.3867, mAcc: 0.5076, IoU.wall: 0.7157, IoU.building: 0.8080, IoU.sky: 0.9339, IoU.floor: 0.7807, IoU.tree: 0.7203, IoU.ceiling: 0.7985, IoU.road: 0.7837, IoU.bed : 0.7974, IoU.windowpane: 0.5591, IoU.grass: 0.6422, IoU.cabinet: 0.5302, IoU.sidewalk: 0.5569, IoU.person: 0.7611, IoU.earth: 0.3338, IoU.door: 0.3325, IoU.table: 0.4670, IoU.mountain: 0.5523, IoU.plant: 0.4838, IoU.curtain: 0.6457, IoU.chair: 0.4754, IoU.car: 0.8070, IoU.water: 0.4596, IoU.painting: 0.6152, IoU.sofa: 0.5156, IoU.shelf: 0.3741, IoU.house: 0.4704, IoU.sea: 0.5879, IoU.mirror: 0.4584, IoU.rug: 0.5709, IoU.field: 0.2825, IoU.armchair: 0.2243, IoU.seat: 0.5671, IoU.fence: 0.3817, IoU.desk: 0.3529, IoU.rock: 0.4137, IoU.wardrobe: 0.4569, IoU.lamp: 0.5198, IoU.bathtub: 0.6411, IoU.railing: 0.1944, IoU.cushion: 0.4402, IoU.base: 0.1705, IoU.box: 0.1799, IoU.column: 0.3939, IoU.signboard: 0.3279, IoU.chest of drawers: 0.2808, IoU.counter: 0.2570, IoU.sand: 0.2835, IoU.sink: 0.5866, IoU.skyscraper: 0.4167, IoU.fireplace: 0.4539, IoU.refrigerator: 0.6142, IoU.grandstand: 0.4817, IoU.path: 0.2240, IoU.stairs: 0.2818, IoU.runway: 0.6292, IoU.case: 0.5162, IoU.pool table: 0.8892, IoU.pillow: 0.4129, IoU.screen door: 0.4726, IoU.stairway: 0.2819, IoU.river: 0.1330, IoU.bridge: 0.5817, IoU.bookcase: 0.3038, IoU.blind: 0.2631, IoU.coffee table: 0.4488, IoU.toilet: 0.7300, IoU.flower: 0.2774, IoU.book: 0.4092, IoU.hill: 0.0195, IoU.bench: 0.5043, IoU.countertop: 0.4368, IoU.stove: 0.5711, IoU.palm: 0.4856, IoU.kitchen island: 0.2575, IoU.computer: 0.5910, IoU.swivel chair: 0.4060, IoU.boat: 0.6706, IoU.bar: 0.4396, IoU.arcade machine: 0.4731, IoU.hovel: 0.5831, IoU.bus: 0.7448, IoU.towel: 0.4443, IoU.light: 0.4097, IoU.truck: 0.2304, IoU.tower: 0.0192, IoU.chandelier: 0.5388, IoU.awning: 0.1427, IoU.streetlight: 0.1769, IoU.booth: 0.2899, IoU.television receiver: 0.6190, IoU.airplane: 0.5308, IoU.dirt track: 0.0322, IoU.apparel: 0.2844, IoU.pole: 0.1023, IoU.land: 0.0000, IoU.bannister: 0.0581, IoU.escalator: 0.3432, IoU.ottoman: 0.1741, IoU.bottle: 0.1598, IoU.buffet: 0.3664, IoU.poster: 0.0000, IoU.stage: 0.0770, IoU.van: 0.3052, IoU.ship: 0.0874, IoU.fountain: 0.2793, IoU.conveyer belt: 0.5253, IoU.canopy: 0.2268, IoU.washer: 0.6096, IoU.plaything: 0.1424, IoU.swimming pool: 0.3697, IoU.stool: 0.1657, IoU.barrel: 0.1963, IoU.basket: 0.1571, IoU.waterfall: 0.7187, IoU.tent: 0.8397, IoU.bag: 0.0001, IoU.minibike: 0.5772, IoU.cradle: 0.5688, IoU.oven: 0.0179, IoU.ball: 0.3816, IoU.food: 0.5226, IoU.step: 0.0051, IoU.tank: 0.3081, IoU.trade name: 0.1556, IoU.microwave: 0.3416, IoU.pot: 0.2485, IoU.animal: 0.5176, IoU.bicycle: 0.5259, IoU.lake: 0.0000, IoU.dishwasher: 0.3827, IoU.screen: 0.4787, IoU.blanket: 0.0000, IoU.sculpture: 0.3689, IoU.hood: 0.3752, IoU.sconce: 0.1277, IoU.vase: 0.2800, IoU.traffic light: 0.1720, IoU.tray: 0.0000, IoU.ashcan: 0.3035, IoU.fan: 0.4148, IoU.pier: 0.1063, IoU.crt screen: 0.0000, IoU.plate: 0.4214, IoU.monitor: 0.0196, IoU.bulletin board: 0.3104, IoU.shower: 0.0000, IoU.radiator: 0.4463, IoU.glass: 0.0233, IoU.clock: 0.2111, IoU.flag: 0.2752, Acc.wall: 0.8571, Acc.building: 0.9369, Acc.sky: 0.9553, Acc.floor: 0.8919, Acc.tree: 0.8677, Acc.ceiling: 0.8999, Acc.road: 0.8903, Acc.bed : 0.9386, Acc.windowpane: 0.6825, Acc.grass: 0.7922, Acc.cabinet: 0.6384, Acc.sidewalk: 0.6795, Acc.person: 0.8775, Acc.earth: 0.4396, Acc.door: 0.4546, Acc.table: 0.6606, Acc.mountain: 0.7603, Acc.plant: 0.6149, Acc.curtain: 0.7874, Acc.chair: 0.6249, Acc.car: 0.9026, Acc.water: 0.5764, Acc.painting: 0.8306, Acc.sofa: 0.6973, Acc.shelf: 0.6361, Acc.house: 0.5451, Acc.sea: 0.9086, Acc.mirror: 0.5601, Acc.rug: 0.6203, Acc.field: 0.5581, Acc.armchair: 0.3196, Acc.seat: 0.7775, Acc.fence: 0.5776, Acc.desk: 0.5764, Acc.rock: 0.7048, Acc.wardrobe: 0.6714, Acc.lamp: 0.6733, Acc.bathtub: 0.7959, Acc.railing: 0.2175, Acc.cushion: 0.5873, Acc.base: 0.2431, Acc.box: 0.2306, Acc.column: 0.4733, Acc.signboard: 0.4022, Acc.chest of drawers: 0.3775, Acc.counter: 0.3088, Acc.sand: 0.4157, Acc.sink: 0.6952, Acc.skyscraper: 0.4693, Acc.fireplace: 0.7645, Acc.refrigerator: 0.7822, Acc.grandstand: 0.8033, Acc.path: 0.3478, Acc.stairs: 0.3277, Acc.runway: 0.7625, Acc.case: 0.6824, Acc.pool table: 0.9548, Acc.pillow: 0.4698, Acc.screen door: 0.6064, Acc.stairway: 0.4280, Acc.river: 0.2675, Acc.bridge: 0.7453, Acc.bookcase: 0.5785, Acc.blind: 0.3158, Acc.coffee table: 0.7931, Acc.toilet: 0.8968, Acc.flower: 0.4108, Acc.book: 0.5424, Acc.hill: 0.0219, Acc.bench: 0.6160, Acc.countertop: 0.5833, Acc.stove: 0.8023, Acc.palm: 0.7169, Acc.kitchen island: 0.6710, Acc.computer: 0.7785, Acc.swivel chair: 0.6053, Acc.boat: 0.7979, Acc.bar: 0.4785, Acc.arcade machine: 0.7686, Acc.hovel: 0.7381, Acc.bus: 0.9407, Acc.towel: 0.5471, Acc.light: 0.4883, Acc.truck: 0.3640, Acc.tower: 0.0219, Acc.chandelier: 0.7124, Acc.awning: 0.1543, Acc.streetlight: 0.2509, Acc.booth: 0.3545, Acc.television receiver: 0.7392, Acc.airplane: 0.5654, Acc.dirt track: 0.0777, Acc.apparel: 0.4920, Acc.pole: 0.1219, Acc.land: 0.0000, Acc.bannister: 0.0678, Acc.escalator: 0.6031, Acc.ottoman: 0.1845, Acc.bottle: 0.1877, Acc.buffet: 0.4941, Acc.poster: 0.0000, Acc.stage: 0.1655, Acc.van: 0.3866, Acc.ship: 0.0886, Acc.fountain: 0.3000, Acc.conveyer belt: 0.7908, Acc.canopy: 0.3220, Acc.washer: 0.7121, Acc.plaything: 0.2194, Acc.swimming pool: 0.5569, Acc.stool: 0.2071, Acc.barrel: 0.6512, Acc.basket: 0.2087, Acc.waterfall: 0.8961, Acc.tent: 0.9902, Acc.bag: 0.0001, Acc.minibike: 0.6871, Acc.cradle: 0.8266, Acc.oven: 0.0295, Acc.ball: 0.4834, Acc.food: 0.6596, Acc.step: 0.0052, Acc.tank: 0.3476, Acc.trade name: 0.1643, Acc.microwave: 0.3942, Acc.pot: 0.2850, Acc.animal: 0.5389, Acc.bicycle: 0.6930, Acc.lake: 0.0000, Acc.dishwasher: 0.5505, Acc.screen: 0.9329, Acc.blanket: 0.0000, Acc.sculpture: 0.4662, Acc.hood: 0.4485, Acc.sconce: 0.1414, Acc.vase: 0.3822, Acc.traffic light: 0.3344, Acc.tray: 0.0000, Acc.ashcan: 0.3793, Acc.fan: 0.5190, Acc.pier: 0.3834, Acc.crt screen: 0.0000, Acc.plate: 0.5415, Acc.monitor: 0.0248, Acc.bulletin board: 0.3214, Acc.shower: 0.0000, Acc.radiator: 0.4965, Acc.glass: 0.0236, Acc.clock: 0.2560, Acc.flag: 0.2941
2022-08-05 00:44:04,888 - mmseg - INFO - Iter [16050/160000] lr: 5.398e-05, eta: 10:53:45, time: 18.097, data_time: 17.887, memory: 40336, decode.loss_ce: 0.6366, decode.acc_seg: 76.4748, aux.loss_ce: 0.3277, aux.acc_seg: 71.1451, loss: 0.9644
2022-08-05 00:44:15,559 - mmseg - INFO - Iter [16100/160000] lr: 5.396e-05, eta: 10:53:05, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6315, decode.acc_seg: 76.0807, aux.loss_ce: 0.3244, aux.acc_seg: 71.4680, loss: 0.9560
2022-08-05 00:44:26,087 - mmseg - INFO - Iter [16150/160000] lr: 5.394e-05, eta: 10:52:24, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5878, decode.acc_seg: 77.6276, aux.loss_ce: 0.3052, aux.acc_seg: 72.9153, loss: 0.8929
2022-08-05 00:44:36,802 - mmseg - INFO - Iter [16200/160000] lr: 5.393e-05, eta: 10:51:44, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.6294, decode.acc_seg: 76.5545, aux.loss_ce: 0.3298, aux.acc_seg: 71.4416, loss: 0.9592
2022-08-05 00:44:47,474 - mmseg - INFO - Iter [16250/160000] lr: 5.391e-05, eta: 10:51:05, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6040, decode.acc_seg: 77.2247, aux.loss_ce: 0.3174, aux.acc_seg: 72.7290, loss: 0.9213
2022-08-05 00:44:58,143 - mmseg - INFO - Iter [16300/160000] lr: 5.389e-05, eta: 10:50:26, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6468, decode.acc_seg: 76.2379, aux.loss_ce: 0.3295, aux.acc_seg: 71.9406, loss: 0.9763
2022-08-05 00:45:08,782 - mmseg - INFO - Iter [16350/160000] lr: 5.387e-05, eta: 10:49:46, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.6209, decode.acc_seg: 77.0112, aux.loss_ce: 0.3201, aux.acc_seg: 71.7999, loss: 0.9409
2022-08-05 00:45:19,425 - mmseg - INFO - Iter [16400/160000] lr: 5.385e-05, eta: 10:49:07, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6026, decode.acc_seg: 77.1838, aux.loss_ce: 0.3126, aux.acc_seg: 72.5372, loss: 0.9152
2022-08-05 00:45:32,223 - mmseg - INFO - Iter [16450/160000] lr: 5.383e-05, eta: 10:48:47, time: 0.256, data_time: 0.050, memory: 40336, decode.loss_ce: 0.6059, decode.acc_seg: 77.1981, aux.loss_ce: 0.3243, aux.acc_seg: 71.6742, loss: 0.9303
2022-08-05 00:45:42,808 - mmseg - INFO - Iter [16500/160000] lr: 5.381e-05, eta: 10:48:07, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5912, decode.acc_seg: 77.8330, aux.loss_ce: 0.3157, aux.acc_seg: 72.0434, loss: 0.9069
2022-08-05 00:45:53,483 - mmseg - INFO - Iter [16550/160000] lr: 5.379e-05, eta: 10:47:29, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6259, decode.acc_seg: 76.6610, aux.loss_ce: 0.3339, aux.acc_seg: 71.4054, loss: 0.9598
2022-08-05 00:46:04,103 - mmseg - INFO - Iter [16600/160000] lr: 5.378e-05, eta: 10:46:50, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5681, decode.acc_seg: 79.1726, aux.loss_ce: 0.3020, aux.acc_seg: 73.7441, loss: 0.8701
2022-08-05 00:46:14,807 - mmseg - INFO - Iter [16650/160000] lr: 5.376e-05, eta: 10:46:12, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5830, decode.acc_seg: 78.3059, aux.loss_ce: 0.3042, aux.acc_seg: 73.2439, loss: 0.8872
2022-08-05 00:46:25,480 - mmseg - INFO - Iter [16700/160000] lr: 5.374e-05, eta: 10:45:34, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5811, decode.acc_seg: 78.3965, aux.loss_ce: 0.3114, aux.acc_seg: 72.6654, loss: 0.8925
2022-08-05 00:46:36,141 - mmseg - INFO - Iter [16750/160000] lr: 5.372e-05, eta: 10:44:56, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5818, decode.acc_seg: 78.6900, aux.loss_ce: 0.3110, aux.acc_seg: 73.4328, loss: 0.8928
2022-08-05 00:46:46,700 - mmseg - INFO - Iter [16800/160000] lr: 5.370e-05, eta: 10:44:18, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6070, decode.acc_seg: 77.2296, aux.loss_ce: 0.3268, aux.acc_seg: 71.8468, loss: 0.9338
2022-08-05 00:46:57,331 - mmseg - INFO - Iter [16850/160000] lr: 5.368e-05, eta: 10:43:40, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5752, decode.acc_seg: 77.9750, aux.loss_ce: 0.3117, aux.acc_seg: 72.4166, loss: 0.8868
2022-08-05 00:47:08,020 - mmseg - INFO - Iter [16900/160000] lr: 5.366e-05, eta: 10:43:03, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5483, decode.acc_seg: 78.7898, aux.loss_ce: 0.2902, aux.acc_seg: 73.9229, loss: 0.8385
2022-08-05 00:47:18,581 - mmseg - INFO - Iter [16950/160000] lr: 5.364e-05, eta: 10:42:24, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5879, decode.acc_seg: 78.0617, aux.loss_ce: 0.3153, aux.acc_seg: 72.8780, loss: 0.9032
2022-08-05 00:47:29,266 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:47:29,266 - mmseg - INFO - Iter [17000/160000] lr: 5.363e-05, eta: 10:41:48, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5717, decode.acc_seg: 78.1447, aux.loss_ce: 0.3055, aux.acc_seg: 72.8983, loss: 0.8771
2022-08-05 00:47:39,985 - mmseg - INFO - Iter [17050/160000] lr: 5.361e-05, eta: 10:41:11, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5679, decode.acc_seg: 77.8189, aux.loss_ce: 0.2939, aux.acc_seg: 73.3302, loss: 0.8618
2022-08-05 00:47:50,624 - mmseg - INFO - Iter [17100/160000] lr: 5.359e-05, eta: 10:40:34, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6028, decode.acc_seg: 77.0867, aux.loss_ce: 0.3232, aux.acc_seg: 71.8685, loss: 0.9260
2022-08-05 00:48:01,363 - mmseg - INFO - Iter [17150/160000] lr: 5.357e-05, eta: 10:39:58, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5878, decode.acc_seg: 77.3772, aux.loss_ce: 0.3014, aux.acc_seg: 73.4155, loss: 0.8892
2022-08-05 00:48:11,965 - mmseg - INFO - Iter [17200/160000] lr: 5.355e-05, eta: 10:39:21, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.6017, decode.acc_seg: 77.6318, aux.loss_ce: 0.3278, aux.acc_seg: 71.6495, loss: 0.9294
2022-08-05 00:48:22,553 - mmseg - INFO - Iter [17250/160000] lr: 5.353e-05, eta: 10:38:44, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6015, decode.acc_seg: 77.2976, aux.loss_ce: 0.3114, aux.acc_seg: 72.8965, loss: 0.9129
2022-08-05 00:48:33,200 - mmseg - INFO - Iter [17300/160000] lr: 5.351e-05, eta: 10:38:08, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5835, decode.acc_seg: 78.1539, aux.loss_ce: 0.3069, aux.acc_seg: 73.0134, loss: 0.8904
2022-08-05 00:48:43,792 - mmseg - INFO - Iter [17350/160000] lr: 5.349e-05, eta: 10:37:31, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5992, decode.acc_seg: 77.2356, aux.loss_ce: 0.3114, aux.acc_seg: 72.3180, loss: 0.9106
2022-08-05 00:48:54,367 - mmseg - INFO - Iter [17400/160000] lr: 5.348e-05, eta: 10:36:54, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.6011, decode.acc_seg: 77.6694, aux.loss_ce: 0.3184, aux.acc_seg: 72.2191, loss: 0.9195
2022-08-05 00:49:04,977 - mmseg - INFO - Iter [17450/160000] lr: 5.346e-05, eta: 10:36:18, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6734, decode.acc_seg: 74.7389, aux.loss_ce: 0.3456, aux.acc_seg: 69.7321, loss: 1.0190
2022-08-05 00:49:15,537 - mmseg - INFO - Iter [17500/160000] lr: 5.344e-05, eta: 10:35:42, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5881, decode.acc_seg: 77.7723, aux.loss_ce: 0.3111, aux.acc_seg: 72.8321, loss: 0.8991
2022-08-05 00:49:26,054 - mmseg - INFO - Iter [17550/160000] lr: 5.342e-05, eta: 10:35:05, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6336, decode.acc_seg: 77.1884, aux.loss_ce: 0.3319, aux.acc_seg: 71.5427, loss: 0.9654
2022-08-05 00:49:36,655 - mmseg - INFO - Iter [17600/160000] lr: 5.340e-05, eta: 10:34:29, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6060, decode.acc_seg: 76.8925, aux.loss_ce: 0.3181, aux.acc_seg: 72.1088, loss: 0.9241
2022-08-05 00:49:47,362 - mmseg - INFO - Iter [17650/160000] lr: 5.338e-05, eta: 10:33:55, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6025, decode.acc_seg: 76.8752, aux.loss_ce: 0.3116, aux.acc_seg: 72.3517, loss: 0.9142
2022-08-05 00:50:00,294 - mmseg - INFO - Iter [17700/160000] lr: 5.336e-05, eta: 10:33:38, time: 0.259, data_time: 0.047, memory: 40336, decode.loss_ce: 0.5734, decode.acc_seg: 78.2357, aux.loss_ce: 0.3010, aux.acc_seg: 72.9746, loss: 0.8744
2022-08-05 00:50:10,939 - mmseg - INFO - Iter [17750/160000] lr: 5.334e-05, eta: 10:33:03, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5639, decode.acc_seg: 79.1125, aux.loss_ce: 0.3055, aux.acc_seg: 73.8409, loss: 0.8693
2022-08-05 00:50:21,665 - mmseg - INFO - Iter [17800/160000] lr: 5.333e-05, eta: 10:32:28, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5528, decode.acc_seg: 79.1123, aux.loss_ce: 0.3001, aux.acc_seg: 73.6818, loss: 0.8528
2022-08-05 00:50:32,291 - mmseg - INFO - Iter [17850/160000] lr: 5.331e-05, eta: 10:31:53, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5244, decode.acc_seg: 80.0297, aux.loss_ce: 0.2922, aux.acc_seg: 74.3733, loss: 0.8166
2022-08-05 00:50:43,016 - mmseg - INFO - Iter [17900/160000] lr: 5.329e-05, eta: 10:31:19, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5637, decode.acc_seg: 78.6708, aux.loss_ce: 0.3006, aux.acc_seg: 73.6062, loss: 0.8643
2022-08-05 00:50:53,669 - mmseg - INFO - Iter [17950/160000] lr: 5.327e-05, eta: 10:30:45, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5958, decode.acc_seg: 77.5248, aux.loss_ce: 0.3152, aux.acc_seg: 72.2649, loss: 0.9110
2022-08-05 00:51:04,370 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:51:04,370 - mmseg - INFO - Iter [18000/160000] lr: 5.325e-05, eta: 10:30:11, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6049, decode.acc_seg: 76.8877, aux.loss_ce: 0.3209, aux.acc_seg: 71.2113, loss: 0.9258
2022-08-05 00:51:14,932 - mmseg - INFO - Iter [18050/160000] lr: 5.323e-05, eta: 10:29:36, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5994, decode.acc_seg: 77.6920, aux.loss_ce: 0.3283, aux.acc_seg: 72.0813, loss: 0.9277
2022-08-05 00:51:25,578 - mmseg - INFO - Iter [18100/160000] lr: 5.321e-05, eta: 10:29:02, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5986, decode.acc_seg: 78.2410, aux.loss_ce: 0.3164, aux.acc_seg: 73.3024, loss: 0.9150
2022-08-05 00:51:36,237 - mmseg - INFO - Iter [18150/160000] lr: 5.319e-05, eta: 10:28:28, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5661, decode.acc_seg: 77.8861, aux.loss_ce: 0.3016, aux.acc_seg: 72.6628, loss: 0.8677
2022-08-05 00:51:46,799 - mmseg - INFO - Iter [18200/160000] lr: 5.318e-05, eta: 10:27:53, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5920, decode.acc_seg: 77.8232, aux.loss_ce: 0.3117, aux.acc_seg: 72.7250, loss: 0.9036
2022-08-05 00:51:57,444 - mmseg - INFO - Iter [18250/160000] lr: 5.316e-05, eta: 10:27:19, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5626, decode.acc_seg: 79.0876, aux.loss_ce: 0.3011, aux.acc_seg: 73.6580, loss: 0.8638
2022-08-05 00:52:08,115 - mmseg - INFO - Iter [18300/160000] lr: 5.314e-05, eta: 10:26:46, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5925, decode.acc_seg: 77.8809, aux.loss_ce: 0.3128, aux.acc_seg: 72.9110, loss: 0.9052
2022-08-05 00:52:18,731 - mmseg - INFO - Iter [18350/160000] lr: 5.312e-05, eta: 10:26:12, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5811, decode.acc_seg: 78.3302, aux.loss_ce: 0.3149, aux.acc_seg: 72.5487, loss: 0.8960
2022-08-05 00:52:29,406 - mmseg - INFO - Iter [18400/160000] lr: 5.310e-05, eta: 10:25:39, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5962, decode.acc_seg: 77.8672, aux.loss_ce: 0.3214, aux.acc_seg: 72.1850, loss: 0.9176
2022-08-05 00:52:39,940 - mmseg - INFO - Iter [18450/160000] lr: 5.308e-05, eta: 10:25:05, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5907, decode.acc_seg: 78.1823, aux.loss_ce: 0.3149, aux.acc_seg: 72.7623, loss: 0.9056
2022-08-05 00:52:50,576 - mmseg - INFO - Iter [18500/160000] lr: 5.306e-05, eta: 10:24:32, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5970, decode.acc_seg: 77.4301, aux.loss_ce: 0.3115, aux.acc_seg: 72.2331, loss: 0.9085
2022-08-05 00:53:01,227 - mmseg - INFO - Iter [18550/160000] lr: 5.304e-05, eta: 10:23:59, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5881, decode.acc_seg: 77.8725, aux.loss_ce: 0.3065, aux.acc_seg: 73.2667, loss: 0.8946
2022-08-05 00:53:11,892 - mmseg - INFO - Iter [18600/160000] lr: 5.303e-05, eta: 10:23:26, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5838, decode.acc_seg: 77.5623, aux.loss_ce: 0.3071, aux.acc_seg: 72.6025, loss: 0.8909
2022-08-05 00:53:22,571 - mmseg - INFO - Iter [18650/160000] lr: 5.301e-05, eta: 10:22:53, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5767, decode.acc_seg: 78.3049, aux.loss_ce: 0.3089, aux.acc_seg: 72.5572, loss: 0.8856
2022-08-05 00:53:33,160 - mmseg - INFO - Iter [18700/160000] lr: 5.299e-05, eta: 10:22:20, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.6090, decode.acc_seg: 77.1079, aux.loss_ce: 0.3225, aux.acc_seg: 72.3737, loss: 0.9315
2022-08-05 00:53:43,838 - mmseg - INFO - Iter [18750/160000] lr: 5.297e-05, eta: 10:21:48, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5859, decode.acc_seg: 78.0674, aux.loss_ce: 0.3070, aux.acc_seg: 72.9373, loss: 0.8929
2022-08-05 00:53:54,446 - mmseg - INFO - Iter [18800/160000] lr: 5.295e-05, eta: 10:21:15, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5961, decode.acc_seg: 77.4063, aux.loss_ce: 0.3081, aux.acc_seg: 72.9208, loss: 0.9042
2022-08-05 00:54:05,113 - mmseg - INFO - Iter [18850/160000] lr: 5.293e-05, eta: 10:20:43, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5907, decode.acc_seg: 77.3043, aux.loss_ce: 0.3102, aux.acc_seg: 72.4104, loss: 0.9009
2022-08-05 00:54:15,770 - mmseg - INFO - Iter [18900/160000] lr: 5.291e-05, eta: 10:20:11, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5758, decode.acc_seg: 78.3598, aux.loss_ce: 0.3071, aux.acc_seg: 72.3669, loss: 0.8829
2022-08-05 00:54:28,699 - mmseg - INFO - Iter [18950/160000] lr: 5.289e-05, eta: 10:19:56, time: 0.259, data_time: 0.049, memory: 40336, decode.loss_ce: 0.5428, decode.acc_seg: 79.5757, aux.loss_ce: 0.2916, aux.acc_seg: 74.2657, loss: 0.8345
2022-08-05 00:54:39,384 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:54:39,384 - mmseg - INFO - Iter [19000/160000] lr: 5.288e-05, eta: 10:19:24, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5616, decode.acc_seg: 78.8001, aux.loss_ce: 0.3019, aux.acc_seg: 73.0766, loss: 0.8635
2022-08-05 00:54:49,981 - mmseg - INFO - Iter [19050/160000] lr: 5.286e-05, eta: 10:18:52, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5611, decode.acc_seg: 78.8003, aux.loss_ce: 0.3002, aux.acc_seg: 73.9153, loss: 0.8613
2022-08-05 00:55:00,716 - mmseg - INFO - Iter [19100/160000] lr: 5.284e-05, eta: 10:18:21, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5393, decode.acc_seg: 79.6331, aux.loss_ce: 0.2973, aux.acc_seg: 73.7707, loss: 0.8367
2022-08-05 00:55:11,502 - mmseg - INFO - Iter [19150/160000] lr: 5.282e-05, eta: 10:17:50, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5793, decode.acc_seg: 78.2727, aux.loss_ce: 0.2932, aux.acc_seg: 74.4769, loss: 0.8726
2022-08-05 00:55:22,262 - mmseg - INFO - Iter [19200/160000] lr: 5.280e-05, eta: 10:17:19, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5742, decode.acc_seg: 78.3999, aux.loss_ce: 0.3001, aux.acc_seg: 73.8036, loss: 0.8743
2022-08-05 00:55:32,835 - mmseg - INFO - Iter [19250/160000] lr: 5.278e-05, eta: 10:16:47, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5640, decode.acc_seg: 79.0133, aux.loss_ce: 0.3032, aux.acc_seg: 73.4427, loss: 0.8672
2022-08-05 00:55:43,410 - mmseg - INFO - Iter [19300/160000] lr: 5.276e-05, eta: 10:16:15, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5384, decode.acc_seg: 79.2299, aux.loss_ce: 0.2817, aux.acc_seg: 75.2172, loss: 0.8201
2022-08-05 00:55:54,080 - mmseg - INFO - Iter [19350/160000] lr: 5.274e-05, eta: 10:15:44, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5610, decode.acc_seg: 79.0784, aux.loss_ce: 0.3032, aux.acc_seg: 73.3165, loss: 0.8642
2022-08-05 00:56:04,748 - mmseg - INFO - Iter [19400/160000] lr: 5.273e-05, eta: 10:15:13, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5636, decode.acc_seg: 78.3802, aux.loss_ce: 0.2974, aux.acc_seg: 73.6505, loss: 0.8610
2022-08-05 00:56:15,354 - mmseg - INFO - Iter [19450/160000] lr: 5.271e-05, eta: 10:14:42, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.6056, decode.acc_seg: 77.7014, aux.loss_ce: 0.3265, aux.acc_seg: 71.4159, loss: 0.9321
2022-08-05 00:56:26,045 - mmseg - INFO - Iter [19500/160000] lr: 5.269e-05, eta: 10:14:11, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5570, decode.acc_seg: 78.1496, aux.loss_ce: 0.2963, aux.acc_seg: 73.1521, loss: 0.8533
2022-08-05 00:56:36,649 - mmseg - INFO - Iter [19550/160000] lr: 5.267e-05, eta: 10:13:40, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5639, decode.acc_seg: 78.5873, aux.loss_ce: 0.2927, aux.acc_seg: 74.0082, loss: 0.8567
2022-08-05 00:56:47,314 - mmseg - INFO - Iter [19600/160000] lr: 5.265e-05, eta: 10:13:09, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5467, decode.acc_seg: 78.8029, aux.loss_ce: 0.2901, aux.acc_seg: 73.5786, loss: 0.8368
2022-08-05 00:56:57,953 - mmseg - INFO - Iter [19650/160000] lr: 5.263e-05, eta: 10:12:39, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.6024, decode.acc_seg: 77.1920, aux.loss_ce: 0.3112, aux.acc_seg: 72.2844, loss: 0.9136
2022-08-05 00:57:08,516 - mmseg - INFO - Iter [19700/160000] lr: 5.261e-05, eta: 10:12:08, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5818, decode.acc_seg: 77.8188, aux.loss_ce: 0.3116, aux.acc_seg: 72.1501, loss: 0.8934
2022-08-05 00:57:19,263 - mmseg - INFO - Iter [19750/160000] lr: 5.259e-05, eta: 10:11:38, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5666, decode.acc_seg: 78.6748, aux.loss_ce: 0.3022, aux.acc_seg: 73.6709, loss: 0.8688
2022-08-05 00:57:29,796 - mmseg - INFO - Iter [19800/160000] lr: 5.258e-05, eta: 10:11:07, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5905, decode.acc_seg: 78.4946, aux.loss_ce: 0.3128, aux.acc_seg: 73.5456, loss: 0.9033
2022-08-05 00:57:40,408 - mmseg - INFO - Iter [19850/160000] lr: 5.256e-05, eta: 10:10:36, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5641, decode.acc_seg: 78.4124, aux.loss_ce: 0.3068, aux.acc_seg: 72.9993, loss: 0.8709
2022-08-05 00:57:51,079 - mmseg - INFO - Iter [19900/160000] lr: 5.254e-05, eta: 10:10:06, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.6077, decode.acc_seg: 77.3658, aux.loss_ce: 0.3215, aux.acc_seg: 71.7726, loss: 0.9292
2022-08-05 00:58:01,689 - mmseg - INFO - Iter [19950/160000] lr: 5.252e-05, eta: 10:09:36, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5702, decode.acc_seg: 78.6948, aux.loss_ce: 0.3075, aux.acc_seg: 73.3505, loss: 0.8776
2022-08-05 00:58:12,384 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 00:58:12,384 - mmseg - INFO - Iter [20000/160000] lr: 5.250e-05, eta: 10:09:06, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5898, decode.acc_seg: 77.5653, aux.loss_ce: 0.3172, aux.acc_seg: 72.1371, loss: 0.9069
2022-08-05 00:58:22,946 - mmseg - INFO - Iter [20050/160000] lr: 5.248e-05, eta: 10:08:36, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5995, decode.acc_seg: 77.2045, aux.loss_ce: 0.3170, aux.acc_seg: 72.0232, loss: 0.9165
2022-08-05 00:58:33,651 - mmseg - INFO - Iter [20100/160000] lr: 5.246e-05, eta: 10:08:07, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5676, decode.acc_seg: 78.6465, aux.loss_ce: 0.3094, aux.acc_seg: 72.9182, loss: 0.8769
2022-08-05 00:58:44,313 - mmseg - INFO - Iter [20150/160000] lr: 5.244e-05, eta: 10:07:37, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5531, decode.acc_seg: 78.7072, aux.loss_ce: 0.2857, aux.acc_seg: 74.5250, loss: 0.8388
2022-08-05 00:58:55,019 - mmseg - INFO - Iter [20200/160000] lr: 5.243e-05, eta: 10:07:08, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5498, decode.acc_seg: 79.0749, aux.loss_ce: 0.2883, aux.acc_seg: 74.6160, loss: 0.8382
2022-08-05 00:59:07,906 - mmseg - INFO - Iter [20250/160000] lr: 5.241e-05, eta: 10:06:54, time: 0.258, data_time: 0.050, memory: 40336, decode.loss_ce: 0.5250, decode.acc_seg: 80.0489, aux.loss_ce: 0.2797, aux.acc_seg: 75.0426, loss: 0.8046
2022-08-05 00:59:18,512 - mmseg - INFO - Iter [20300/160000] lr: 5.239e-05, eta: 10:06:24, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5461, decode.acc_seg: 79.1441, aux.loss_ce: 0.2928, aux.acc_seg: 74.3479, loss: 0.8389
2022-08-05 00:59:29,125 - mmseg - INFO - Iter [20350/160000] lr: 5.237e-05, eta: 10:05:55, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5150, decode.acc_seg: 79.6521, aux.loss_ce: 0.2901, aux.acc_seg: 73.6966, loss: 0.8050
2022-08-05 00:59:39,761 - mmseg - INFO - Iter [20400/160000] lr: 5.235e-05, eta: 10:05:25, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5452, decode.acc_seg: 78.8798, aux.loss_ce: 0.3000, aux.acc_seg: 73.5195, loss: 0.8452
2022-08-05 00:59:50,489 - mmseg - INFO - Iter [20450/160000] lr: 5.233e-05, eta: 10:04:57, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5565, decode.acc_seg: 79.0912, aux.loss_ce: 0.2918, aux.acc_seg: 74.6054, loss: 0.8484
2022-08-05 01:00:01,174 - mmseg - INFO - Iter [20500/160000] lr: 5.231e-05, eta: 10:04:28, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5189, decode.acc_seg: 79.8440, aux.loss_ce: 0.2777, aux.acc_seg: 74.6618, loss: 0.7966
2022-08-05 01:00:11,936 - mmseg - INFO - Iter [20550/160000] lr: 5.229e-05, eta: 10:04:00, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5458, decode.acc_seg: 78.8526, aux.loss_ce: 0.2886, aux.acc_seg: 74.2188, loss: 0.8344
2022-08-05 01:00:22,612 - mmseg - INFO - Iter [20600/160000] lr: 5.228e-05, eta: 10:03:31, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5611, decode.acc_seg: 79.0510, aux.loss_ce: 0.3059, aux.acc_seg: 73.9753, loss: 0.8669
2022-08-05 01:00:33,266 - mmseg - INFO - Iter [20650/160000] lr: 5.226e-05, eta: 10:03:02, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5731, decode.acc_seg: 78.5218, aux.loss_ce: 0.3061, aux.acc_seg: 73.2305, loss: 0.8792
2022-08-05 01:00:44,020 - mmseg - INFO - Iter [20700/160000] lr: 5.224e-05, eta: 10:02:34, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5552, decode.acc_seg: 78.7044, aux.loss_ce: 0.2945, aux.acc_seg: 73.2465, loss: 0.8497
2022-08-05 01:00:54,719 - mmseg - INFO - Iter [20750/160000] lr: 5.222e-05, eta: 10:02:06, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5411, decode.acc_seg: 79.2228, aux.loss_ce: 0.2994, aux.acc_seg: 73.7372, loss: 0.8405
2022-08-05 01:01:05,402 - mmseg - INFO - Iter [20800/160000] lr: 5.220e-05, eta: 10:01:38, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5465, decode.acc_seg: 79.1515, aux.loss_ce: 0.2952, aux.acc_seg: 74.2620, loss: 0.8416
2022-08-05 01:01:16,065 - mmseg - INFO - Iter [20850/160000] lr: 5.218e-05, eta: 10:01:09, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5748, decode.acc_seg: 77.6534, aux.loss_ce: 0.3091, aux.acc_seg: 72.6883, loss: 0.8839
2022-08-05 01:01:26,627 - mmseg - INFO - Iter [20900/160000] lr: 5.216e-05, eta: 10:00:40, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5756, decode.acc_seg: 78.7288, aux.loss_ce: 0.3024, aux.acc_seg: 73.8319, loss: 0.8779
2022-08-05 01:01:37,282 - mmseg - INFO - Iter [20950/160000] lr: 5.214e-05, eta: 10:00:12, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5762, decode.acc_seg: 78.0884, aux.loss_ce: 0.3026, aux.acc_seg: 73.1102, loss: 0.8788
2022-08-05 01:01:47,853 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:01:47,853 - mmseg - INFO - Iter [21000/160000] lr: 5.213e-05, eta: 9:59:44, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5447, decode.acc_seg: 79.3826, aux.loss_ce: 0.2914, aux.acc_seg: 73.8810, loss: 0.8361
2022-08-05 01:01:58,487 - mmseg - INFO - Iter [21050/160000] lr: 5.211e-05, eta: 9:59:15, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5817, decode.acc_seg: 77.9842, aux.loss_ce: 0.3144, aux.acc_seg: 72.6438, loss: 0.8961
2022-08-05 01:02:09,177 - mmseg - INFO - Iter [21100/160000] lr: 5.209e-05, eta: 9:58:48, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5760, decode.acc_seg: 78.3544, aux.loss_ce: 0.2979, aux.acc_seg: 73.7742, loss: 0.8739
2022-08-05 01:02:19,830 - mmseg - INFO - Iter [21150/160000] lr: 5.207e-05, eta: 9:58:20, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5946, decode.acc_seg: 77.4414, aux.loss_ce: 0.3101, aux.acc_seg: 72.4072, loss: 0.9047
2022-08-05 01:02:30,449 - mmseg - INFO - Iter [21200/160000] lr: 5.205e-05, eta: 9:57:52, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5755, decode.acc_seg: 77.6984, aux.loss_ce: 0.3034, aux.acc_seg: 72.8872, loss: 0.8789
2022-08-05 01:02:41,121 - mmseg - INFO - Iter [21250/160000] lr: 5.203e-05, eta: 9:57:24, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5426, decode.acc_seg: 78.5794, aux.loss_ce: 0.2896, aux.acc_seg: 74.1867, loss: 0.8322
2022-08-05 01:02:51,753 - mmseg - INFO - Iter [21300/160000] lr: 5.201e-05, eta: 9:56:56, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5885, decode.acc_seg: 77.9033, aux.loss_ce: 0.3109, aux.acc_seg: 73.2962, loss: 0.8994
2022-08-05 01:03:02,437 - mmseg - INFO - Iter [21350/160000] lr: 5.199e-05, eta: 9:56:29, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5918, decode.acc_seg: 78.0783, aux.loss_ce: 0.3128, aux.acc_seg: 73.1165, loss: 0.9046
2022-08-05 01:03:13,041 - mmseg - INFO - Iter [21400/160000] lr: 5.198e-05, eta: 9:56:01, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5314, decode.acc_seg: 79.4594, aux.loss_ce: 0.2768, aux.acc_seg: 75.3984, loss: 0.8082
2022-08-05 01:03:23,699 - mmseg - INFO - Iter [21450/160000] lr: 5.196e-05, eta: 9:55:34, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5762, decode.acc_seg: 78.0560, aux.loss_ce: 0.2992, aux.acc_seg: 73.2952, loss: 0.8753
2022-08-05 01:03:36,765 - mmseg - INFO - Iter [21500/160000] lr: 5.194e-05, eta: 9:55:22, time: 0.262, data_time: 0.049, memory: 40336, decode.loss_ce: 0.5297, decode.acc_seg: 79.7731, aux.loss_ce: 0.2878, aux.acc_seg: 74.0166, loss: 0.8175
2022-08-05 01:03:47,566 - mmseg - INFO - Iter [21550/160000] lr: 5.192e-05, eta: 9:54:55, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5319, decode.acc_seg: 79.5011, aux.loss_ce: 0.2872, aux.acc_seg: 74.3032, loss: 0.8191
2022-08-05 01:03:58,086 - mmseg - INFO - Iter [21600/160000] lr: 5.190e-05, eta: 9:54:27, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5466, decode.acc_seg: 79.5509, aux.loss_ce: 0.2988, aux.acc_seg: 73.8589, loss: 0.8454
2022-08-05 01:04:08,818 - mmseg - INFO - Iter [21650/160000] lr: 5.188e-05, eta: 9:54:01, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5526, decode.acc_seg: 79.3072, aux.loss_ce: 0.2894, aux.acc_seg: 74.5879, loss: 0.8419
2022-08-05 01:04:19,697 - mmseg - INFO - Iter [21700/160000] lr: 5.186e-05, eta: 9:53:35, time: 0.217, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5565, decode.acc_seg: 78.8168, aux.loss_ce: 0.3003, aux.acc_seg: 73.5503, loss: 0.8568
2022-08-05 01:04:30,296 - mmseg - INFO - Iter [21750/160000] lr: 5.184e-05, eta: 9:53:08, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5510, decode.acc_seg: 79.3333, aux.loss_ce: 0.3020, aux.acc_seg: 73.4403, loss: 0.8531
2022-08-05 01:04:41,012 - mmseg - INFO - Iter [21800/160000] lr: 5.183e-05, eta: 9:52:41, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5357, decode.acc_seg: 79.6613, aux.loss_ce: 0.2881, aux.acc_seg: 74.8865, loss: 0.8238
2022-08-05 01:04:51,632 - mmseg - INFO - Iter [21850/160000] lr: 5.181e-05, eta: 9:52:14, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5479, decode.acc_seg: 79.2002, aux.loss_ce: 0.3014, aux.acc_seg: 73.2075, loss: 0.8493
2022-08-05 01:05:02,358 - mmseg - INFO - Iter [21900/160000] lr: 5.179e-05, eta: 9:51:48, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5731, decode.acc_seg: 78.6075, aux.loss_ce: 0.3065, aux.acc_seg: 72.8546, loss: 0.8797
2022-08-05 01:05:12,865 - mmseg - INFO - Iter [21950/160000] lr: 5.177e-05, eta: 9:51:20, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5474, decode.acc_seg: 79.0973, aux.loss_ce: 0.3011, aux.acc_seg: 72.9339, loss: 0.8485
2022-08-05 01:05:23,487 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:05:23,487 - mmseg - INFO - Iter [22000/160000] lr: 5.175e-05, eta: 9:50:53, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5424, decode.acc_seg: 79.6073, aux.loss_ce: 0.2903, aux.acc_seg: 74.5531, loss: 0.8327
2022-08-05 01:05:34,261 - mmseg - INFO - Iter [22050/160000] lr: 5.173e-05, eta: 9:50:28, time: 0.216, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5737, decode.acc_seg: 78.0378, aux.loss_ce: 0.2964, aux.acc_seg: 73.3440, loss: 0.8702
2022-08-05 01:05:44,904 - mmseg - INFO - Iter [22100/160000] lr: 5.171e-05, eta: 9:50:01, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5325, decode.acc_seg: 80.2754, aux.loss_ce: 0.2937, aux.acc_seg: 74.3776, loss: 0.8261
2022-08-05 01:05:55,449 - mmseg - INFO - Iter [22150/160000] lr: 5.169e-05, eta: 9:49:34, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5639, decode.acc_seg: 78.2981, aux.loss_ce: 0.3023, aux.acc_seg: 72.9607, loss: 0.8662
2022-08-05 01:06:06,158 - mmseg - INFO - Iter [22200/160000] lr: 5.168e-05, eta: 9:49:08, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5690, decode.acc_seg: 78.5492, aux.loss_ce: 0.3092, aux.acc_seg: 72.6540, loss: 0.8782
2022-08-05 01:06:16,803 - mmseg - INFO - Iter [22250/160000] lr: 5.166e-05, eta: 9:48:42, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5212, decode.acc_seg: 80.3033, aux.loss_ce: 0.2868, aux.acc_seg: 74.6229, loss: 0.8081
2022-08-05 01:06:27,656 - mmseg - INFO - Iter [22300/160000] lr: 5.164e-05, eta: 9:48:17, time: 0.217, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5443, decode.acc_seg: 78.7166, aux.loss_ce: 0.2900, aux.acc_seg: 73.8514, loss: 0.8344
2022-08-05 01:06:38,350 - mmseg - INFO - Iter [22350/160000] lr: 5.162e-05, eta: 9:47:51, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5520, decode.acc_seg: 79.0067, aux.loss_ce: 0.2887, aux.acc_seg: 74.3297, loss: 0.8407
2022-08-05 01:06:49,079 - mmseg - INFO - Iter [22400/160000] lr: 5.160e-05, eta: 9:47:25, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5389, decode.acc_seg: 79.2193, aux.loss_ce: 0.2814, aux.acc_seg: 74.4098, loss: 0.8203
2022-08-05 01:06:59,721 - mmseg - INFO - Iter [22450/160000] lr: 5.158e-05, eta: 9:46:59, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5595, decode.acc_seg: 78.5421, aux.loss_ce: 0.2992, aux.acc_seg: 73.4645, loss: 0.8587
2022-08-05 01:07:10,384 - mmseg - INFO - Iter [22500/160000] lr: 5.156e-05, eta: 9:46:33, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5139, decode.acc_seg: 79.9280, aux.loss_ce: 0.2794, aux.acc_seg: 74.8801, loss: 0.7933
2022-08-05 01:07:20,937 - mmseg - INFO - Iter [22550/160000] lr: 5.154e-05, eta: 9:46:07, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5688, decode.acc_seg: 78.4157, aux.loss_ce: 0.2891, aux.acc_seg: 73.5385, loss: 0.8580
2022-08-05 01:07:31,570 - mmseg - INFO - Iter [22600/160000] lr: 5.153e-05, eta: 9:45:41, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5583, decode.acc_seg: 78.8254, aux.loss_ce: 0.2975, aux.acc_seg: 73.8987, loss: 0.8558
2022-08-05 01:07:42,153 - mmseg - INFO - Iter [22650/160000] lr: 5.151e-05, eta: 9:45:15, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5513, decode.acc_seg: 79.1522, aux.loss_ce: 0.2910, aux.acc_seg: 74.1619, loss: 0.8423
2022-08-05 01:07:52,946 - mmseg - INFO - Iter [22700/160000] lr: 5.149e-05, eta: 9:44:50, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5441, decode.acc_seg: 78.8723, aux.loss_ce: 0.2930, aux.acc_seg: 73.4420, loss: 0.8370
2022-08-05 01:08:05,791 - mmseg - INFO - Iter [22750/160000] lr: 5.147e-05, eta: 9:44:37, time: 0.257, data_time: 0.047, memory: 40336, decode.loss_ce: 0.5351, decode.acc_seg: 80.1546, aux.loss_ce: 0.2961, aux.acc_seg: 74.4957, loss: 0.8312
2022-08-05 01:08:16,405 - mmseg - INFO - Iter [22800/160000] lr: 5.145e-05, eta: 9:44:12, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5242, decode.acc_seg: 80.3221, aux.loss_ce: 0.2873, aux.acc_seg: 75.1347, loss: 0.8115
2022-08-05 01:08:27,128 - mmseg - INFO - Iter [22850/160000] lr: 5.143e-05, eta: 9:43:46, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5286, decode.acc_seg: 79.9630, aux.loss_ce: 0.2871, aux.acc_seg: 74.8510, loss: 0.8158
2022-08-05 01:08:37,824 - mmseg - INFO - Iter [22900/160000] lr: 5.141e-05, eta: 9:43:21, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5442, decode.acc_seg: 79.2076, aux.loss_ce: 0.2983, aux.acc_seg: 73.7659, loss: 0.8425
2022-08-05 01:08:48,517 - mmseg - INFO - Iter [22950/160000] lr: 5.139e-05, eta: 9:42:56, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5543, decode.acc_seg: 79.0396, aux.loss_ce: 0.2901, aux.acc_seg: 74.3995, loss: 0.8444
2022-08-05 01:08:59,169 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:08:59,169 - mmseg - INFO - Iter [23000/160000] lr: 5.138e-05, eta: 9:42:31, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5208, decode.acc_seg: 80.1056, aux.loss_ce: 0.2876, aux.acc_seg: 74.6203, loss: 0.8084
2022-08-05 01:09:09,770 - mmseg - INFO - Iter [23050/160000] lr: 5.136e-05, eta: 9:42:05, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5117, decode.acc_seg: 80.6440, aux.loss_ce: 0.2780, aux.acc_seg: 75.1333, loss: 0.7896
2022-08-05 01:09:20,480 - mmseg - INFO - Iter [23100/160000] lr: 5.134e-05, eta: 9:41:40, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5469, decode.acc_seg: 79.2091, aux.loss_ce: 0.2864, aux.acc_seg: 74.5221, loss: 0.8333
2022-08-05 01:09:31,270 - mmseg - INFO - Iter [23150/160000] lr: 5.132e-05, eta: 9:41:16, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5453, decode.acc_seg: 79.0877, aux.loss_ce: 0.3000, aux.acc_seg: 73.0430, loss: 0.8452
2022-08-05 01:09:41,905 - mmseg - INFO - Iter [23200/160000] lr: 5.130e-05, eta: 9:40:51, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5427, decode.acc_seg: 79.6721, aux.loss_ce: 0.2922, aux.acc_seg: 74.6463, loss: 0.8349
2022-08-05 01:09:52,512 - mmseg - INFO - Iter [23250/160000] lr: 5.128e-05, eta: 9:40:26, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5392, decode.acc_seg: 79.7619, aux.loss_ce: 0.2867, aux.acc_seg: 74.5864, loss: 0.8259
2022-08-05 01:10:03,067 - mmseg - INFO - Iter [23300/160000] lr: 5.126e-05, eta: 9:40:00, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5249, decode.acc_seg: 79.8404, aux.loss_ce: 0.2899, aux.acc_seg: 74.0698, loss: 0.8148
2022-08-05 01:10:13,667 - mmseg - INFO - Iter [23350/160000] lr: 5.124e-05, eta: 9:39:35, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5311, decode.acc_seg: 79.6341, aux.loss_ce: 0.2905, aux.acc_seg: 73.8573, loss: 0.8216
2022-08-05 01:10:24,219 - mmseg - INFO - Iter [23400/160000] lr: 5.123e-05, eta: 9:39:10, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5245, decode.acc_seg: 79.1389, aux.loss_ce: 0.2841, aux.acc_seg: 73.8270, loss: 0.8087
2022-08-05 01:10:34,943 - mmseg - INFO - Iter [23450/160000] lr: 5.121e-05, eta: 9:38:45, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5404, decode.acc_seg: 79.4800, aux.loss_ce: 0.2922, aux.acc_seg: 74.4247, loss: 0.8327
2022-08-05 01:10:45,540 - mmseg - INFO - Iter [23500/160000] lr: 5.119e-05, eta: 9:38:20, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5303, decode.acc_seg: 78.9150, aux.loss_ce: 0.2852, aux.acc_seg: 74.3587, loss: 0.8155
2022-08-05 01:10:56,198 - mmseg - INFO - Iter [23550/160000] lr: 5.117e-05, eta: 9:37:56, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5411, decode.acc_seg: 79.1265, aux.loss_ce: 0.2950, aux.acc_seg: 73.8684, loss: 0.8361
2022-08-05 01:11:06,771 - mmseg - INFO - Iter [23600/160000] lr: 5.115e-05, eta: 9:37:31, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5338, decode.acc_seg: 79.1825, aux.loss_ce: 0.2922, aux.acc_seg: 73.4326, loss: 0.8260
2022-08-05 01:11:17,317 - mmseg - INFO - Iter [23650/160000] lr: 5.113e-05, eta: 9:37:05, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4946, decode.acc_seg: 80.4044, aux.loss_ce: 0.2669, aux.acc_seg: 74.9802, loss: 0.7615
2022-08-05 01:11:27,940 - mmseg - INFO - Iter [23700/160000] lr: 5.111e-05, eta: 9:36:41, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5244, decode.acc_seg: 80.2502, aux.loss_ce: 0.2869, aux.acc_seg: 74.8856, loss: 0.8113
2022-08-05 01:11:38,483 - mmseg - INFO - Iter [23750/160000] lr: 5.109e-05, eta: 9:36:16, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5457, decode.acc_seg: 79.5461, aux.loss_ce: 0.2882, aux.acc_seg: 74.7719, loss: 0.8340
2022-08-05 01:11:49,129 - mmseg - INFO - Iter [23800/160000] lr: 5.108e-05, eta: 9:35:51, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5384, decode.acc_seg: 78.9461, aux.loss_ce: 0.2810, aux.acc_seg: 74.5760, loss: 0.8194
2022-08-05 01:11:59,709 - mmseg - INFO - Iter [23850/160000] lr: 5.106e-05, eta: 9:35:27, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5389, decode.acc_seg: 79.3273, aux.loss_ce: 0.2852, aux.acc_seg: 74.6353, loss: 0.8242
2022-08-05 01:12:10,273 - mmseg - INFO - Iter [23900/160000] lr: 5.104e-05, eta: 9:35:02, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5305, decode.acc_seg: 79.4794, aux.loss_ce: 0.2929, aux.acc_seg: 74.0986, loss: 0.8235
2022-08-05 01:12:20,904 - mmseg - INFO - Iter [23950/160000] lr: 5.102e-05, eta: 9:34:38, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5320, decode.acc_seg: 79.4271, aux.loss_ce: 0.2863, aux.acc_seg: 74.3269, loss: 0.8183
2022-08-05 01:12:33,810 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:12:33,810 - mmseg - INFO - Iter [24000/160000] lr: 5.100e-05, eta: 9:34:26, time: 0.258, data_time: 0.050, memory: 40336, decode.loss_ce: 0.5677, decode.acc_seg: 78.9977, aux.loss_ce: 0.3107, aux.acc_seg: 73.2355, loss: 0.8784
2022-08-05 01:12:44,471 - mmseg - INFO - Iter [24050/160000] lr: 5.098e-05, eta: 9:34:02, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5085, decode.acc_seg: 81.1270, aux.loss_ce: 0.2782, aux.acc_seg: 75.5057, loss: 0.7867
2022-08-05 01:12:55,063 - mmseg - INFO - Iter [24100/160000] lr: 5.096e-05, eta: 9:33:38, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5318, decode.acc_seg: 79.9378, aux.loss_ce: 0.2886, aux.acc_seg: 74.1638, loss: 0.8204
2022-08-05 01:13:05,638 - mmseg - INFO - Iter [24150/160000] lr: 5.094e-05, eta: 9:33:13, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5346, decode.acc_seg: 79.5238, aux.loss_ce: 0.2910, aux.acc_seg: 74.3049, loss: 0.8256
2022-08-05 01:13:16,435 - mmseg - INFO - Iter [24200/160000] lr: 5.093e-05, eta: 9:32:50, time: 0.216, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4970, decode.acc_seg: 80.5323, aux.loss_ce: 0.2677, aux.acc_seg: 75.8145, loss: 0.7648
2022-08-05 01:13:27,108 - mmseg - INFO - Iter [24250/160000] lr: 5.091e-05, eta: 9:32:27, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5191, decode.acc_seg: 79.9915, aux.loss_ce: 0.2835, aux.acc_seg: 74.5182, loss: 0.8026
2022-08-05 01:13:37,751 - mmseg - INFO - Iter [24300/160000] lr: 5.089e-05, eta: 9:32:03, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5583, decode.acc_seg: 79.2751, aux.loss_ce: 0.2907, aux.acc_seg: 74.1380, loss: 0.8490
2022-08-05 01:13:48,411 - mmseg - INFO - Iter [24350/160000] lr: 5.087e-05, eta: 9:31:39, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5461, decode.acc_seg: 79.0401, aux.loss_ce: 0.2818, aux.acc_seg: 74.4251, loss: 0.8279
2022-08-05 01:13:59,116 - mmseg - INFO - Iter [24400/160000] lr: 5.085e-05, eta: 9:31:16, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5155, decode.acc_seg: 80.6246, aux.loss_ce: 0.2798, aux.acc_seg: 75.0721, loss: 0.7953
2022-08-05 01:14:09,674 - mmseg - INFO - Iter [24450/160000] lr: 5.083e-05, eta: 9:30:51, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5256, decode.acc_seg: 79.4150, aux.loss_ce: 0.2808, aux.acc_seg: 74.3301, loss: 0.8063
2022-08-05 01:14:20,198 - mmseg - INFO - Iter [24500/160000] lr: 5.081e-05, eta: 9:30:27, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5229, decode.acc_seg: 80.0838, aux.loss_ce: 0.2845, aux.acc_seg: 74.8764, loss: 0.8074
2022-08-05 01:14:30,858 - mmseg - INFO - Iter [24550/160000] lr: 5.079e-05, eta: 9:30:04, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5294, decode.acc_seg: 79.1483, aux.loss_ce: 0.2898, aux.acc_seg: 73.5693, loss: 0.8192
2022-08-05 01:14:41,522 - mmseg - INFO - Iter [24600/160000] lr: 5.078e-05, eta: 9:29:40, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5142, decode.acc_seg: 80.3374, aux.loss_ce: 0.2812, aux.acc_seg: 74.9676, loss: 0.7954
2022-08-05 01:14:52,240 - mmseg - INFO - Iter [24650/160000] lr: 5.076e-05, eta: 9:29:17, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5460, decode.acc_seg: 79.0782, aux.loss_ce: 0.2946, aux.acc_seg: 73.4586, loss: 0.8406
2022-08-05 01:15:02,851 - mmseg - INFO - Iter [24700/160000] lr: 5.074e-05, eta: 9:28:54, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4998, decode.acc_seg: 81.0026, aux.loss_ce: 0.2666, aux.acc_seg: 76.0630, loss: 0.7664
2022-08-05 01:15:13,372 - mmseg - INFO - Iter [24750/160000] lr: 5.072e-05, eta: 9:28:29, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5275, decode.acc_seg: 80.2217, aux.loss_ce: 0.2920, aux.acc_seg: 74.2125, loss: 0.8194
2022-08-05 01:15:23,947 - mmseg - INFO - Iter [24800/160000] lr: 5.070e-05, eta: 9:28:06, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5516, decode.acc_seg: 78.9145, aux.loss_ce: 0.2905, aux.acc_seg: 74.1585, loss: 0.8422
2022-08-05 01:15:34,647 - mmseg - INFO - Iter [24850/160000] lr: 5.068e-05, eta: 9:27:43, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4992, decode.acc_seg: 80.5681, aux.loss_ce: 0.2649, aux.acc_seg: 75.7095, loss: 0.7641
2022-08-05 01:15:45,245 - mmseg - INFO - Iter [24900/160000] lr: 5.066e-05, eta: 9:27:19, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5223, decode.acc_seg: 80.3179, aux.loss_ce: 0.2865, aux.acc_seg: 74.3346, loss: 0.8089
2022-08-05 01:15:55,820 - mmseg - INFO - Iter [24950/160000] lr: 5.064e-05, eta: 9:26:56, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5525, decode.acc_seg: 79.2139, aux.loss_ce: 0.2908, aux.acc_seg: 74.4171, loss: 0.8433
2022-08-05 01:16:06,416 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:16:06,416 - mmseg - INFO - Iter [25000/160000] lr: 5.063e-05, eta: 9:26:32, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5450, decode.acc_seg: 79.4614, aux.loss_ce: 0.2892, aux.acc_seg: 74.3212, loss: 0.8342
2022-08-05 01:16:17,141 - mmseg - INFO - Iter [25050/160000] lr: 5.061e-05, eta: 9:26:10, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5492, decode.acc_seg: 79.5606, aux.loss_ce: 0.2963, aux.acc_seg: 73.5918, loss: 0.8456
2022-08-05 01:16:27,800 - mmseg - INFO - Iter [25100/160000] lr: 5.059e-05, eta: 9:25:47, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5497, decode.acc_seg: 79.2107, aux.loss_ce: 0.2932, aux.acc_seg: 73.8085, loss: 0.8430
2022-08-05 01:16:38,343 - mmseg - INFO - Iter [25150/160000] lr: 5.057e-05, eta: 9:25:23, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5765, decode.acc_seg: 77.9102, aux.loss_ce: 0.3070, aux.acc_seg: 72.5431, loss: 0.8835
2022-08-05 01:16:49,052 - mmseg - INFO - Iter [25200/160000] lr: 5.055e-05, eta: 9:25:01, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5054, decode.acc_seg: 80.3534, aux.loss_ce: 0.2713, aux.acc_seg: 75.8592, loss: 0.7767
2022-08-05 01:16:59,599 - mmseg - INFO - Iter [25250/160000] lr: 5.053e-05, eta: 9:24:37, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5317, decode.acc_seg: 79.0843, aux.loss_ce: 0.2802, aux.acc_seg: 74.0294, loss: 0.8120
2022-08-05 01:17:12,469 - mmseg - INFO - Iter [25300/160000] lr: 5.051e-05, eta: 9:24:26, time: 0.257, data_time: 0.049, memory: 40336, decode.loss_ce: 0.4988, decode.acc_seg: 81.3593, aux.loss_ce: 0.2761, aux.acc_seg: 75.7129, loss: 0.7750
2022-08-05 01:17:23,113 - mmseg - INFO - Iter [25350/160000] lr: 5.049e-05, eta: 9:24:03, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4939, decode.acc_seg: 81.0853, aux.loss_ce: 0.2827, aux.acc_seg: 74.7516, loss: 0.7766
2022-08-05 01:17:33,731 - mmseg - INFO - Iter [25400/160000] lr: 5.048e-05, eta: 9:23:41, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5008, decode.acc_seg: 80.7183, aux.loss_ce: 0.2735, aux.acc_seg: 75.6047, loss: 0.7744
2022-08-05 01:17:44,396 - mmseg - INFO - Iter [25450/160000] lr: 5.046e-05, eta: 9:23:18, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5024, decode.acc_seg: 80.7238, aux.loss_ce: 0.2701, aux.acc_seg: 75.7418, loss: 0.7725
2022-08-05 01:17:55,065 - mmseg - INFO - Iter [25500/160000] lr: 5.044e-05, eta: 9:22:55, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4987, decode.acc_seg: 81.4389, aux.loss_ce: 0.2712, aux.acc_seg: 76.3106, loss: 0.7699
2022-08-05 01:18:05,700 - mmseg - INFO - Iter [25550/160000] lr: 5.042e-05, eta: 9:22:33, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5235, decode.acc_seg: 79.5722, aux.loss_ce: 0.2934, aux.acc_seg: 73.8631, loss: 0.8169
2022-08-05 01:18:16,253 - mmseg - INFO - Iter [25600/160000] lr: 5.040e-05, eta: 9:22:10, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5091, decode.acc_seg: 80.1932, aux.loss_ce: 0.2808, aux.acc_seg: 74.8441, loss: 0.7899
2022-08-05 01:18:26,903 - mmseg - INFO - Iter [25650/160000] lr: 5.038e-05, eta: 9:21:47, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5028, decode.acc_seg: 80.4672, aux.loss_ce: 0.2733, aux.acc_seg: 75.0644, loss: 0.7761
2022-08-05 01:18:37,570 - mmseg - INFO - Iter [25700/160000] lr: 5.036e-05, eta: 9:21:25, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5252, decode.acc_seg: 80.4201, aux.loss_ce: 0.2898, aux.acc_seg: 74.2010, loss: 0.8150
2022-08-05 01:18:48,167 - mmseg - INFO - Iter [25750/160000] lr: 5.034e-05, eta: 9:21:02, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5561, decode.acc_seg: 78.5998, aux.loss_ce: 0.2895, aux.acc_seg: 73.5992, loss: 0.8457
2022-08-05 01:18:58,817 - mmseg - INFO - Iter [25800/160000] lr: 5.033e-05, eta: 9:20:40, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5220, decode.acc_seg: 79.5566, aux.loss_ce: 0.2884, aux.acc_seg: 74.4044, loss: 0.8104
2022-08-05 01:19:09,384 - mmseg - INFO - Iter [25850/160000] lr: 5.031e-05, eta: 9:20:17, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5212, decode.acc_seg: 79.7349, aux.loss_ce: 0.2860, aux.acc_seg: 74.1556, loss: 0.8072
2022-08-05 01:19:19,977 - mmseg - INFO - Iter [25900/160000] lr: 5.029e-05, eta: 9:19:55, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5039, decode.acc_seg: 80.4199, aux.loss_ce: 0.2719, aux.acc_seg: 75.4694, loss: 0.7758
2022-08-05 01:19:30,684 - mmseg - INFO - Iter [25950/160000] lr: 5.027e-05, eta: 9:19:33, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5192, decode.acc_seg: 80.1290, aux.loss_ce: 0.2829, aux.acc_seg: 74.8625, loss: 0.8022
2022-08-05 01:19:41,374 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:19:41,374 - mmseg - INFO - Iter [26000/160000] lr: 5.025e-05, eta: 9:19:11, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5200, decode.acc_seg: 79.9126, aux.loss_ce: 0.2838, aux.acc_seg: 74.4773, loss: 0.8039
2022-08-05 01:19:51,945 - mmseg - INFO - Iter [26050/160000] lr: 5.023e-05, eta: 9:18:48, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5118, decode.acc_seg: 80.4929, aux.loss_ce: 0.2772, aux.acc_seg: 75.3580, loss: 0.7890
2022-08-05 01:20:02,524 - mmseg - INFO - Iter [26100/160000] lr: 5.021e-05, eta: 9:18:26, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5138, decode.acc_seg: 80.1074, aux.loss_ce: 0.2855, aux.acc_seg: 74.4475, loss: 0.7993
2022-08-05 01:20:13,137 - mmseg - INFO - Iter [26150/160000] lr: 5.019e-05, eta: 9:18:03, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5255, decode.acc_seg: 80.0316, aux.loss_ce: 0.2798, aux.acc_seg: 74.6215, loss: 0.8053
2022-08-05 01:20:23,889 - mmseg - INFO - Iter [26200/160000] lr: 5.018e-05, eta: 9:17:42, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4914, decode.acc_seg: 80.9512, aux.loss_ce: 0.2689, aux.acc_seg: 75.6857, loss: 0.7603
2022-08-05 01:20:34,445 - mmseg - INFO - Iter [26250/160000] lr: 5.016e-05, eta: 9:17:20, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5026, decode.acc_seg: 80.7118, aux.loss_ce: 0.2696, aux.acc_seg: 75.6741, loss: 0.7722
2022-08-05 01:20:45,191 - mmseg - INFO - Iter [26300/160000] lr: 5.014e-05, eta: 9:16:58, time: 0.215, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5214, decode.acc_seg: 80.1743, aux.loss_ce: 0.2743, aux.acc_seg: 74.9348, loss: 0.7957
2022-08-05 01:20:55,818 - mmseg - INFO - Iter [26350/160000] lr: 5.012e-05, eta: 9:16:36, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5041, decode.acc_seg: 80.5310, aux.loss_ce: 0.2743, aux.acc_seg: 75.0934, loss: 0.7784
2022-08-05 01:21:06,522 - mmseg - INFO - Iter [26400/160000] lr: 5.010e-05, eta: 9:16:15, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5104, decode.acc_seg: 80.2626, aux.loss_ce: 0.2719, aux.acc_seg: 75.6877, loss: 0.7824
2022-08-05 01:21:17,045 - mmseg - INFO - Iter [26450/160000] lr: 5.008e-05, eta: 9:15:52, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5435, decode.acc_seg: 79.1820, aux.loss_ce: 0.2826, aux.acc_seg: 74.6964, loss: 0.8261
2022-08-05 01:21:27,925 - mmseg - INFO - Iter [26500/160000] lr: 5.006e-05, eta: 9:15:32, time: 0.218, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5368, decode.acc_seg: 79.7114, aux.loss_ce: 0.2832, aux.acc_seg: 75.1292, loss: 0.8201
2022-08-05 01:21:40,857 - mmseg - INFO - Iter [26550/160000] lr: 5.004e-05, eta: 9:15:21, time: 0.259, data_time: 0.050, memory: 40336, decode.loss_ce: 0.5361, decode.acc_seg: 79.2122, aux.loss_ce: 0.2996, aux.acc_seg: 73.5011, loss: 0.8356
2022-08-05 01:21:51,536 - mmseg - INFO - Iter [26600/160000] lr: 5.003e-05, eta: 9:15:00, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4931, decode.acc_seg: 80.7421, aux.loss_ce: 0.2781, aux.acc_seg: 75.0578, loss: 0.7712
2022-08-05 01:22:02,182 - mmseg - INFO - Iter [26650/160000] lr: 5.001e-05, eta: 9:14:38, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5133, decode.acc_seg: 80.7476, aux.loss_ce: 0.2861, aux.acc_seg: 75.2614, loss: 0.7994
2022-08-05 01:22:12,861 - mmseg - INFO - Iter [26700/160000] lr: 4.999e-05, eta: 9:14:17, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5098, decode.acc_seg: 80.5707, aux.loss_ce: 0.2816, aux.acc_seg: 75.0239, loss: 0.7913
2022-08-05 01:22:23,481 - mmseg - INFO - Iter [26750/160000] lr: 4.997e-05, eta: 9:13:55, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4871, decode.acc_seg: 80.8742, aux.loss_ce: 0.2797, aux.acc_seg: 74.4520, loss: 0.7668
2022-08-05 01:22:34,066 - mmseg - INFO - Iter [26800/160000] lr: 4.995e-05, eta: 9:13:33, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4991, decode.acc_seg: 80.7408, aux.loss_ce: 0.2717, aux.acc_seg: 75.5822, loss: 0.7708
2022-08-05 01:22:44,687 - mmseg - INFO - Iter [26850/160000] lr: 4.993e-05, eta: 9:13:11, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5196, decode.acc_seg: 80.1318, aux.loss_ce: 0.2842, aux.acc_seg: 74.2798, loss: 0.8039
2022-08-05 01:22:55,365 - mmseg - INFO - Iter [26900/160000] lr: 4.991e-05, eta: 9:12:50, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5095, decode.acc_seg: 80.5910, aux.loss_ce: 0.2904, aux.acc_seg: 74.4414, loss: 0.7999
2022-08-05 01:23:06,004 - mmseg - INFO - Iter [26950/160000] lr: 4.989e-05, eta: 9:12:29, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5292, decode.acc_seg: 80.2979, aux.loss_ce: 0.2898, aux.acc_seg: 74.5541, loss: 0.8190
2022-08-05 01:23:16,604 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:23:16,604 - mmseg - INFO - Iter [27000/160000] lr: 4.988e-05, eta: 9:12:07, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5189, decode.acc_seg: 80.4766, aux.loss_ce: 0.2819, aux.acc_seg: 74.9385, loss: 0.8008
2022-08-05 01:23:27,211 - mmseg - INFO - Iter [27050/160000] lr: 4.986e-05, eta: 9:11:46, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5344, decode.acc_seg: 79.5379, aux.loss_ce: 0.3003, aux.acc_seg: 73.4008, loss: 0.8347
2022-08-05 01:23:37,753 - mmseg - INFO - Iter [27100/160000] lr: 4.984e-05, eta: 9:11:24, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5110, decode.acc_seg: 80.4100, aux.loss_ce: 0.2761, aux.acc_seg: 75.3545, loss: 0.7871
2022-08-05 01:23:48,314 - mmseg - INFO - Iter [27150/160000] lr: 4.982e-05, eta: 9:11:02, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5559, decode.acc_seg: 78.7255, aux.loss_ce: 0.3107, aux.acc_seg: 73.2504, loss: 0.8666
2022-08-05 01:23:58,852 - mmseg - INFO - Iter [27200/160000] lr: 4.980e-05, eta: 9:10:40, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5183, decode.acc_seg: 80.0724, aux.loss_ce: 0.2898, aux.acc_seg: 74.3840, loss: 0.8081
2022-08-05 01:24:09,517 - mmseg - INFO - Iter [27250/160000] lr: 4.978e-05, eta: 9:10:19, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5306, decode.acc_seg: 80.1099, aux.loss_ce: 0.2954, aux.acc_seg: 74.3988, loss: 0.8260
2022-08-05 01:24:20,117 - mmseg - INFO - Iter [27300/160000] lr: 4.976e-05, eta: 9:09:58, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5044, decode.acc_seg: 80.2147, aux.loss_ce: 0.2830, aux.acc_seg: 74.4053, loss: 0.7874
2022-08-05 01:24:30,775 - mmseg - INFO - Iter [27350/160000] lr: 4.974e-05, eta: 9:09:37, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5099, decode.acc_seg: 80.5210, aux.loss_ce: 0.2723, aux.acc_seg: 75.7128, loss: 0.7822
2022-08-05 01:24:41,370 - mmseg - INFO - Iter [27400/160000] lr: 4.973e-05, eta: 9:09:16, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5006, decode.acc_seg: 80.8242, aux.loss_ce: 0.2734, aux.acc_seg: 75.9043, loss: 0.7740
2022-08-05 01:24:52,042 - mmseg - INFO - Iter [27450/160000] lr: 4.971e-05, eta: 9:08:55, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5015, decode.acc_seg: 80.1410, aux.loss_ce: 0.2735, aux.acc_seg: 75.0475, loss: 0.7750
2022-08-05 01:25:02,639 - mmseg - INFO - Iter [27500/160000] lr: 4.969e-05, eta: 9:08:33, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5049, decode.acc_seg: 80.9775, aux.loss_ce: 0.2654, aux.acc_seg: 76.0561, loss: 0.7703
2022-08-05 01:25:13,244 - mmseg - INFO - Iter [27550/160000] lr: 4.967e-05, eta: 9:08:12, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5155, decode.acc_seg: 80.7612, aux.loss_ce: 0.2785, aux.acc_seg: 75.1006, loss: 0.7939
2022-08-05 01:25:23,848 - mmseg - INFO - Iter [27600/160000] lr: 4.965e-05, eta: 9:07:51, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4919, decode.acc_seg: 80.5590, aux.loss_ce: 0.2656, aux.acc_seg: 75.7341, loss: 0.7575
2022-08-05 01:25:34,464 - mmseg - INFO - Iter [27650/160000] lr: 4.963e-05, eta: 9:07:30, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4970, decode.acc_seg: 80.7862, aux.loss_ce: 0.2726, aux.acc_seg: 75.7006, loss: 0.7696
2022-08-05 01:25:45,067 - mmseg - INFO - Iter [27700/160000] lr: 4.961e-05, eta: 9:07:09, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5116, decode.acc_seg: 80.6570, aux.loss_ce: 0.2797, aux.acc_seg: 75.0025, loss: 0.7912
2022-08-05 01:25:55,723 - mmseg - INFO - Iter [27750/160000] lr: 4.959e-05, eta: 9:06:48, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5106, decode.acc_seg: 79.8622, aux.loss_ce: 0.2735, aux.acc_seg: 75.1320, loss: 0.7841
2022-08-05 01:26:08,719 - mmseg - INFO - Iter [27800/160000] lr: 4.958e-05, eta: 9:06:39, time: 0.260, data_time: 0.051, memory: 40336, decode.loss_ce: 0.5432, decode.acc_seg: 79.6834, aux.loss_ce: 0.2959, aux.acc_seg: 74.1084, loss: 0.8390
2022-08-05 01:26:19,386 - mmseg - INFO - Iter [27850/160000] lr: 4.956e-05, eta: 9:06:18, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4846, decode.acc_seg: 81.1750, aux.loss_ce: 0.2701, aux.acc_seg: 75.5588, loss: 0.7547
2022-08-05 01:26:29,956 - mmseg - INFO - Iter [27900/160000] lr: 4.954e-05, eta: 9:05:57, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4751, decode.acc_seg: 81.4477, aux.loss_ce: 0.2671, aux.acc_seg: 75.4089, loss: 0.7422
2022-08-05 01:26:40,719 - mmseg - INFO - Iter [27950/160000] lr: 4.952e-05, eta: 9:05:37, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5026, decode.acc_seg: 80.6871, aux.loss_ce: 0.2822, aux.acc_seg: 75.5820, loss: 0.7849
2022-08-05 01:26:51,373 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:26:51,374 - mmseg - INFO - Iter [28000/160000] lr: 4.950e-05, eta: 9:05:16, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5219, decode.acc_seg: 79.7316, aux.loss_ce: 0.2823, aux.acc_seg: 74.7231, loss: 0.8042
2022-08-05 01:27:01,990 - mmseg - INFO - Iter [28050/160000] lr: 4.948e-05, eta: 9:04:55, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4856, decode.acc_seg: 80.8609, aux.loss_ce: 0.2742, aux.acc_seg: 75.1489, loss: 0.7598
2022-08-05 01:27:12,582 - mmseg - INFO - Iter [28100/160000] lr: 4.946e-05, eta: 9:04:35, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5215, decode.acc_seg: 79.7670, aux.loss_ce: 0.2878, aux.acc_seg: 74.2164, loss: 0.8093
2022-08-05 01:27:23,142 - mmseg - INFO - Iter [28150/160000] lr: 4.944e-05, eta: 9:04:14, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4842, decode.acc_seg: 81.4540, aux.loss_ce: 0.2647, aux.acc_seg: 76.0230, loss: 0.7489
2022-08-05 01:27:33,812 - mmseg - INFO - Iter [28200/160000] lr: 4.943e-05, eta: 9:03:53, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4934, decode.acc_seg: 81.4251, aux.loss_ce: 0.2797, aux.acc_seg: 75.0831, loss: 0.7731
2022-08-05 01:27:44,764 - mmseg - INFO - Iter [28250/160000] lr: 4.941e-05, eta: 9:03:34, time: 0.219, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5047, decode.acc_seg: 80.6047, aux.loss_ce: 0.2907, aux.acc_seg: 74.0071, loss: 0.7955
2022-08-05 01:27:55,323 - mmseg - INFO - Iter [28300/160000] lr: 4.939e-05, eta: 9:03:13, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5238, decode.acc_seg: 80.1285, aux.loss_ce: 0.2890, aux.acc_seg: 74.6517, loss: 0.8129
2022-08-05 01:28:06,003 - mmseg - INFO - Iter [28350/160000] lr: 4.937e-05, eta: 9:02:53, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5103, decode.acc_seg: 79.8916, aux.loss_ce: 0.2769, aux.acc_seg: 74.7466, loss: 0.7872
2022-08-05 01:28:16,724 - mmseg - INFO - Iter [28400/160000] lr: 4.935e-05, eta: 9:02:33, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5112, decode.acc_seg: 80.2958, aux.loss_ce: 0.2873, aux.acc_seg: 74.1986, loss: 0.7985
2022-08-05 01:28:27,311 - mmseg - INFO - Iter [28450/160000] lr: 4.933e-05, eta: 9:02:13, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5034, decode.acc_seg: 80.1909, aux.loss_ce: 0.2775, aux.acc_seg: 74.9584, loss: 0.7809
2022-08-05 01:28:37,828 - mmseg - INFO - Iter [28500/160000] lr: 4.931e-05, eta: 9:01:52, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5108, decode.acc_seg: 80.5074, aux.loss_ce: 0.2775, aux.acc_seg: 75.4124, loss: 0.7882
2022-08-05 01:28:48,509 - mmseg - INFO - Iter [28550/160000] lr: 4.929e-05, eta: 9:01:32, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4840, decode.acc_seg: 81.1509, aux.loss_ce: 0.2603, aux.acc_seg: 76.0879, loss: 0.7443
2022-08-05 01:28:59,119 - mmseg - INFO - Iter [28600/160000] lr: 4.928e-05, eta: 9:01:11, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5459, decode.acc_seg: 79.0606, aux.loss_ce: 0.3011, aux.acc_seg: 73.4908, loss: 0.8470
2022-08-05 01:29:09,699 - mmseg - INFO - Iter [28650/160000] lr: 4.926e-05, eta: 9:00:51, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5167, decode.acc_seg: 80.8206, aux.loss_ce: 0.2828, aux.acc_seg: 75.3288, loss: 0.7996
2022-08-05 01:29:20,362 - mmseg - INFO - Iter [28700/160000] lr: 4.924e-05, eta: 9:00:31, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4964, decode.acc_seg: 80.9545, aux.loss_ce: 0.2665, aux.acc_seg: 76.3359, loss: 0.7629
2022-08-05 01:29:31,010 - mmseg - INFO - Iter [28750/160000] lr: 4.922e-05, eta: 9:00:10, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4928, decode.acc_seg: 80.4936, aux.loss_ce: 0.2772, aux.acc_seg: 75.0896, loss: 0.7700
2022-08-05 01:29:41,570 - mmseg - INFO - Iter [28800/160000] lr: 4.920e-05, eta: 8:59:50, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5101, decode.acc_seg: 80.4114, aux.loss_ce: 0.2791, aux.acc_seg: 74.7127, loss: 0.7893
2022-08-05 01:29:52,235 - mmseg - INFO - Iter [28850/160000] lr: 4.918e-05, eta: 8:59:30, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5067, decode.acc_seg: 80.4979, aux.loss_ce: 0.2747, aux.acc_seg: 74.9867, loss: 0.7814
2022-08-05 01:30:02,937 - mmseg - INFO - Iter [28900/160000] lr: 4.916e-05, eta: 8:59:10, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5045, decode.acc_seg: 80.8642, aux.loss_ce: 0.2721, aux.acc_seg: 75.9808, loss: 0.7766
2022-08-05 01:30:13,607 - mmseg - INFO - Iter [28950/160000] lr: 4.914e-05, eta: 8:58:50, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4943, decode.acc_seg: 81.0712, aux.loss_ce: 0.2665, aux.acc_seg: 76.5912, loss: 0.7607
2022-08-05 01:30:24,233 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:30:24,234 - mmseg - INFO - Iter [29000/160000] lr: 4.913e-05, eta: 8:58:30, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5031, decode.acc_seg: 80.7376, aux.loss_ce: 0.2650, aux.acc_seg: 76.4136, loss: 0.7680
2022-08-05 01:30:37,036 - mmseg - INFO - Iter [29050/160000] lr: 4.911e-05, eta: 8:58:20, time: 0.256, data_time: 0.049, memory: 40336, decode.loss_ce: 0.4965, decode.acc_seg: 80.8838, aux.loss_ce: 0.2691, aux.acc_seg: 75.9426, loss: 0.7655
2022-08-05 01:30:47,635 - mmseg - INFO - Iter [29100/160000] lr: 4.909e-05, eta: 8:58:00, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4718, decode.acc_seg: 81.5268, aux.loss_ce: 0.2685, aux.acc_seg: 75.9099, loss: 0.7403
2022-08-05 01:30:58,196 - mmseg - INFO - Iter [29150/160000] lr: 4.907e-05, eta: 8:57:40, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4990, decode.acc_seg: 80.6165, aux.loss_ce: 0.2657, aux.acc_seg: 76.1163, loss: 0.7646
2022-08-05 01:31:08,784 - mmseg - INFO - Iter [29200/160000] lr: 4.905e-05, eta: 8:57:20, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4655, decode.acc_seg: 81.9399, aux.loss_ce: 0.2644, aux.acc_seg: 76.0183, loss: 0.7299
2022-08-05 01:31:19,387 - mmseg - INFO - Iter [29250/160000] lr: 4.903e-05, eta: 8:57:00, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4896, decode.acc_seg: 81.2568, aux.loss_ce: 0.2710, aux.acc_seg: 75.9466, loss: 0.7607
2022-08-05 01:31:29,930 - mmseg - INFO - Iter [29300/160000] lr: 4.901e-05, eta: 8:56:39, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4729, decode.acc_seg: 81.2653, aux.loss_ce: 0.2585, aux.acc_seg: 76.3870, loss: 0.7314
2022-08-05 01:31:40,549 - mmseg - INFO - Iter [29350/160000] lr: 4.899e-05, eta: 8:56:19, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5102, decode.acc_seg: 80.4465, aux.loss_ce: 0.2756, aux.acc_seg: 74.8599, loss: 0.7858
2022-08-05 01:31:51,220 - mmseg - INFO - Iter [29400/160000] lr: 4.898e-05, eta: 8:56:00, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5135, decode.acc_seg: 80.3658, aux.loss_ce: 0.2779, aux.acc_seg: 74.8434, loss: 0.7914
2022-08-05 01:32:01,765 - mmseg - INFO - Iter [29450/160000] lr: 4.896e-05, eta: 8:55:40, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4883, decode.acc_seg: 81.0201, aux.loss_ce: 0.2697, aux.acc_seg: 74.9439, loss: 0.7581
2022-08-05 01:32:12,300 - mmseg - INFO - Iter [29500/160000] lr: 4.894e-05, eta: 8:55:19, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4895, decode.acc_seg: 80.9936, aux.loss_ce: 0.2667, aux.acc_seg: 75.7343, loss: 0.7563
2022-08-05 01:32:22,967 - mmseg - INFO - Iter [29550/160000] lr: 4.892e-05, eta: 8:55:00, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4985, decode.acc_seg: 80.8574, aux.loss_ce: 0.2753, aux.acc_seg: 75.1645, loss: 0.7738
2022-08-05 01:32:33,514 - mmseg - INFO - Iter [29600/160000] lr: 4.890e-05, eta: 8:54:40, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4853, decode.acc_seg: 81.6018, aux.loss_ce: 0.2739, aux.acc_seg: 75.8146, loss: 0.7592
2022-08-05 01:32:44,059 - mmseg - INFO - Iter [29650/160000] lr: 4.888e-05, eta: 8:54:20, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5081, decode.acc_seg: 81.0365, aux.loss_ce: 0.2830, aux.acc_seg: 75.6547, loss: 0.7911
2022-08-05 01:32:54,693 - mmseg - INFO - Iter [29700/160000] lr: 4.886e-05, eta: 8:54:00, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5128, decode.acc_seg: 80.6519, aux.loss_ce: 0.2753, aux.acc_seg: 75.6094, loss: 0.7882
2022-08-05 01:33:05,312 - mmseg - INFO - Iter [29750/160000] lr: 4.884e-05, eta: 8:53:41, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4737, decode.acc_seg: 81.7754, aux.loss_ce: 0.2679, aux.acc_seg: 76.1081, loss: 0.7416
2022-08-05 01:33:15,944 - mmseg - INFO - Iter [29800/160000] lr: 4.883e-05, eta: 8:53:21, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4889, decode.acc_seg: 80.8373, aux.loss_ce: 0.2661, aux.acc_seg: 75.9371, loss: 0.7550
2022-08-05 01:33:26,511 - mmseg - INFO - Iter [29850/160000] lr: 4.881e-05, eta: 8:53:01, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5007, decode.acc_seg: 80.8424, aux.loss_ce: 0.2811, aux.acc_seg: 75.1420, loss: 0.7818
2022-08-05 01:33:37,173 - mmseg - INFO - Iter [29900/160000] lr: 4.879e-05, eta: 8:52:42, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5306, decode.acc_seg: 80.1676, aux.loss_ce: 0.2896, aux.acc_seg: 74.7310, loss: 0.8202
2022-08-05 01:33:47,849 - mmseg - INFO - Iter [29950/160000] lr: 4.877e-05, eta: 8:52:23, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4956, decode.acc_seg: 80.8117, aux.loss_ce: 0.2730, aux.acc_seg: 75.2448, loss: 0.7687
2022-08-05 01:33:58,364 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:33:58,364 - mmseg - INFO - Iter [30000/160000] lr: 4.875e-05, eta: 8:52:03, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5075, decode.acc_seg: 80.2501, aux.loss_ce: 0.2739, aux.acc_seg: 75.2517, loss: 0.7814
2022-08-05 01:34:08,901 - mmseg - INFO - Iter [30050/160000] lr: 4.873e-05, eta: 8:51:43, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4843, decode.acc_seg: 81.8567, aux.loss_ce: 0.2699, aux.acc_seg: 75.4029, loss: 0.7542
2022-08-05 01:34:19,620 - mmseg - INFO - Iter [30100/160000] lr: 4.871e-05, eta: 8:51:24, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4972, decode.acc_seg: 80.8132, aux.loss_ce: 0.2692, aux.acc_seg: 75.7559, loss: 0.7663
2022-08-05 01:34:30,175 - mmseg - INFO - Iter [30150/160000] lr: 4.869e-05, eta: 8:51:04, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5143, decode.acc_seg: 80.2618, aux.loss_ce: 0.2874, aux.acc_seg: 74.0639, loss: 0.8017
2022-08-05 01:34:40,778 - mmseg - INFO - Iter [30200/160000] lr: 4.868e-05, eta: 8:50:45, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4894, decode.acc_seg: 81.1016, aux.loss_ce: 0.2702, aux.acc_seg: 75.9821, loss: 0.7596
2022-08-05 01:34:51,346 - mmseg - INFO - Iter [30250/160000] lr: 4.866e-05, eta: 8:50:25, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4778, decode.acc_seg: 81.5549, aux.loss_ce: 0.2619, aux.acc_seg: 76.4744, loss: 0.7397
2022-08-05 01:35:01,999 - mmseg - INFO - Iter [30300/160000] lr: 4.864e-05, eta: 8:50:06, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4918, decode.acc_seg: 80.9725, aux.loss_ce: 0.2743, aux.acc_seg: 75.2705, loss: 0.7662
2022-08-05 01:35:15,002 - mmseg - INFO - Iter [30350/160000] lr: 4.862e-05, eta: 8:49:57, time: 0.260, data_time: 0.049, memory: 40336, decode.loss_ce: 0.4608, decode.acc_seg: 81.6756, aux.loss_ce: 0.2585, aux.acc_seg: 75.8714, loss: 0.7193
2022-08-05 01:35:25,539 - mmseg - INFO - Iter [30400/160000] lr: 4.860e-05, eta: 8:49:37, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4907, decode.acc_seg: 80.8825, aux.loss_ce: 0.2734, aux.acc_seg: 75.0340, loss: 0.7641
2022-08-05 01:35:36,140 - mmseg - INFO - Iter [30450/160000] lr: 4.858e-05, eta: 8:49:18, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4758, decode.acc_seg: 81.6358, aux.loss_ce: 0.2631, aux.acc_seg: 76.7497, loss: 0.7389
2022-08-05 01:35:46,844 - mmseg - INFO - Iter [30500/160000] lr: 4.856e-05, eta: 8:48:59, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4922, decode.acc_seg: 80.8565, aux.loss_ce: 0.2834, aux.acc_seg: 74.4144, loss: 0.7756
2022-08-05 01:35:57,493 - mmseg - INFO - Iter [30550/160000] lr: 4.854e-05, eta: 8:48:40, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4606, decode.acc_seg: 81.8199, aux.loss_ce: 0.2605, aux.acc_seg: 76.1930, loss: 0.7211
2022-08-05 01:36:08,064 - mmseg - INFO - Iter [30600/160000] lr: 4.853e-05, eta: 8:48:21, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4467, decode.acc_seg: 82.9815, aux.loss_ce: 0.2506, aux.acc_seg: 77.3216, loss: 0.6972
2022-08-05 01:36:18,651 - mmseg - INFO - Iter [30650/160000] lr: 4.851e-05, eta: 8:48:01, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4700, decode.acc_seg: 81.4574, aux.loss_ce: 0.2583, aux.acc_seg: 75.8814, loss: 0.7284
2022-08-05 01:36:29,157 - mmseg - INFO - Iter [30700/160000] lr: 4.849e-05, eta: 8:47:42, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4356, decode.acc_seg: 83.0255, aux.loss_ce: 0.2536, aux.acc_seg: 76.5949, loss: 0.6892
2022-08-05 01:36:39,809 - mmseg - INFO - Iter [30750/160000] lr: 4.847e-05, eta: 8:47:23, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4984, decode.acc_seg: 80.9221, aux.loss_ce: 0.2732, aux.acc_seg: 75.5056, loss: 0.7716
2022-08-05 01:36:50,277 - mmseg - INFO - Iter [30800/160000] lr: 4.845e-05, eta: 8:47:03, time: 0.209, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4932, decode.acc_seg: 80.7985, aux.loss_ce: 0.2850, aux.acc_seg: 74.3491, loss: 0.7782
2022-08-05 01:37:00,785 - mmseg - INFO - Iter [30850/160000] lr: 4.843e-05, eta: 8:46:44, time: 0.210, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4758, decode.acc_seg: 81.4357, aux.loss_ce: 0.2653, aux.acc_seg: 76.0284, loss: 0.7412
2022-08-05 01:37:11,482 - mmseg - INFO - Iter [30900/160000] lr: 4.841e-05, eta: 8:46:25, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4959, decode.acc_seg: 81.0087, aux.loss_ce: 0.2780, aux.acc_seg: 74.9064, loss: 0.7739
2022-08-05 01:37:24,054 - mmseg - INFO - Iter [30950/160000] lr: 4.839e-05, eta: 8:46:14, time: 0.251, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4684, decode.acc_seg: 81.9277, aux.loss_ce: 0.2658, aux.acc_seg: 76.3831, loss: 0.7341
2022-08-05 01:37:34,616 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:37:34,616 - mmseg - INFO - Iter [31000/160000] lr: 4.838e-05, eta: 8:45:55, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4828, decode.acc_seg: 81.5359, aux.loss_ce: 0.2774, aux.acc_seg: 75.2669, loss: 0.7602
2022-08-05 01:37:45,178 - mmseg - INFO - Iter [31050/160000] lr: 4.836e-05, eta: 8:45:36, time: 0.211, data_time: 0.005, memory: 40336, decode.loss_ce: 0.5578, decode.acc_seg: 78.9353, aux.loss_ce: 0.3078, aux.acc_seg: 73.0942, loss: 0.8656
2022-08-05 01:37:55,790 - mmseg - INFO - Iter [31100/160000] lr: 4.834e-05, eta: 8:45:17, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4711, decode.acc_seg: 81.2266, aux.loss_ce: 0.2539, aux.acc_seg: 76.5582, loss: 0.7249
2022-08-05 01:38:06,369 - mmseg - INFO - Iter [31150/160000] lr: 4.832e-05, eta: 8:44:58, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4724, decode.acc_seg: 81.3725, aux.loss_ce: 0.2550, aux.acc_seg: 76.5826, loss: 0.7274
2022-08-05 01:38:17,062 - mmseg - INFO - Iter [31200/160000] lr: 4.830e-05, eta: 8:44:39, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4861, decode.acc_seg: 81.0671, aux.loss_ce: 0.2780, aux.acc_seg: 74.6205, loss: 0.7641
2022-08-05 01:38:27,590 - mmseg - INFO - Iter [31250/160000] lr: 4.828e-05, eta: 8:44:20, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4819, decode.acc_seg: 80.9695, aux.loss_ce: 0.2606, aux.acc_seg: 75.8313, loss: 0.7425
2022-08-05 01:38:38,291 - mmseg - INFO - Iter [31300/160000] lr: 4.826e-05, eta: 8:44:02, time: 0.214, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4912, decode.acc_seg: 81.2452, aux.loss_ce: 0.2743, aux.acc_seg: 75.1367, loss: 0.7655
2022-08-05 01:38:48,756 - mmseg - INFO - Iter [31350/160000] lr: 4.824e-05, eta: 8:43:42, time: 0.209, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4869, decode.acc_seg: 80.7649, aux.loss_ce: 0.2690, aux.acc_seg: 75.1032, loss: 0.7559
2022-08-05 01:38:59,335 - mmseg - INFO - Iter [31400/160000] lr: 4.823e-05, eta: 8:43:24, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.5100, decode.acc_seg: 80.1466, aux.loss_ce: 0.2829, aux.acc_seg: 74.6022, loss: 0.7928
2022-08-05 01:39:09,877 - mmseg - INFO - Iter [31450/160000] lr: 4.821e-05, eta: 8:43:04, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4883, decode.acc_seg: 81.0170, aux.loss_ce: 0.2705, aux.acc_seg: 75.6572, loss: 0.7588
2022-08-05 01:39:20,547 - mmseg - INFO - Iter [31500/160000] lr: 4.819e-05, eta: 8:42:46, time: 0.213, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4731, decode.acc_seg: 81.6498, aux.loss_ce: 0.2589, aux.acc_seg: 76.2532, loss: 0.7320
2022-08-05 01:39:31,130 - mmseg - INFO - Iter [31550/160000] lr: 4.817e-05, eta: 8:42:27, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4827, decode.acc_seg: 81.2630, aux.loss_ce: 0.2717, aux.acc_seg: 75.8164, loss: 0.7543
2022-08-05 01:39:44,106 - mmseg - INFO - Iter [31600/160000] lr: 4.815e-05, eta: 8:42:18, time: 0.259, data_time: 0.050, memory: 40336, decode.loss_ce: 0.4986, decode.acc_seg: 80.7353, aux.loss_ce: 0.2780, aux.acc_seg: 75.2977, loss: 0.7766
2022-08-05 01:39:54,684 - mmseg - INFO - Iter [31650/160000] lr: 4.813e-05, eta: 8:41:59, time: 0.212, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4720, decode.acc_seg: 82.1249, aux.loss_ce: 0.2666, aux.acc_seg: 75.8819, loss: 0.7386
2022-08-05 01:40:05,407 - mmseg - INFO - Iter [31700/160000] lr: 4.811e-05, eta: 8:41:41, time: 0.214, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4699, decode.acc_seg: 81.8773, aux.loss_ce: 0.2667, aux.acc_seg: 76.2315, loss: 0.7366
2022-08-05 01:40:15,982 - mmseg - INFO - Iter [31750/160000] lr: 4.809e-05, eta: 8:41:22, time: 0.211, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4704, decode.acc_seg: 81.5502, aux.loss_ce: 0.2687, aux.acc_seg: 75.9748, loss: 0.7391
2022-08-05 01:40:26,647 - mmseg - INFO - Iter [31800/160000] lr: 4.808e-05, eta: 8:41:04, time: 0.213, data_time: 0.004, memory: 40336, decode.loss_ce: 0.4641, decode.acc_seg: 82.0198, aux.loss_ce: 0.2631, aux.acc_seg: 76.1901, loss: 0.7272
2022-08-05 01:40:37,246 - mmseg - INFO - Iter [31850/160000] lr: 4.806e-05, eta: 8:40:45, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4811, decode.acc_seg: 81.3167, aux.loss_ce: 0.2590, aux.acc_seg: 76.3897, loss: 0.7402
2022-08-05 01:40:47,977 - mmseg - INFO - Iter [31900/160000] lr: 4.804e-05, eta: 8:40:27, time: 0.215, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4841, decode.acc_seg: 81.6720, aux.loss_ce: 0.2671, aux.acc_seg: 76.2453, loss: 0.7512
2022-08-05 01:40:58,556 - mmseg - INFO - Iter [31950/160000] lr: 4.802e-05, eta: 8:40:09, time: 0.212, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4591, decode.acc_seg: 81.8725, aux.loss_ce: 0.2565, aux.acc_seg: 76.6382, loss: 0.7156
2022-08-05 01:41:09,297 - mmseg - INFO - Saving checkpoint at 32000 iterations
2022-08-05 01:41:11,891 - mmseg - INFO - Exp name: upernet_512_nextvit_small_160k.py
2022-08-05 01:41:11,892 - mmseg - INFO - Iter [32000/160000] lr: 4.800e-05, eta: 8:40:01, time: 0.267, data_time: 0.005, memory: 40336, decode.loss_ce: 0.4672, decode.acc_seg: 81.6937, aux.loss_ce: 0.2560, aux.acc_seg: 76.6832, loss: 0.7232
2022-08-05 01:41:30,141 - mmseg - INFO - per class results:
2022-08-05 01:41:30,147 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.83 | 86.01 |
| building | 80.58 | 91.39 |
| sky | 93.8 | 96.82 |
| floor | 79.15 | 88.99 |
| tree | 71.72 | 87.29 |
| ceiling | 81.12 | 88.0 |
| road | 79.18 | 84.91 |
| bed | 82.49 | 94.46 |
| windowpane | 58.03 | 78.76 |
| grass | 62.08 | 72.76 |
| cabinet | 52.73 | 66.71 |
| sidewalk | 58.86 | 82.27 |
| person | 77.15 | 87.1 |
| earth | 34.18 | 51.27 |
| door | 38.56 | 58.98 |
| table | 48.95 | 65.09 |
| mountain | 55.98 | 68.39 |
| plant | 45.73 | 52.98 |
| curtain | 67.81 | 79.49 |
| chair | 48.83 | 62.83 |
| car | 82.26 | 91.88 |
| water | 51.13 | 68.19 |
| painting | 66.55 | 85.26 |
| sofa | 56.2 | 74.59 |
| shelf | 39.09 | 55.82 |
| house | 36.63 | 48.21 |
| sea | 51.46 | 62.36 |
| mirror | 53.78 | 65.3 |
| rug | 63.63 | 74.72 |
| field | 32.23 | 60.57 |
| armchair | 31.73 | 50.18 |
| seat | 62.19 | 80.09 |
| fence | 36.83 | 56.97 |
| desk | 34.63 | 58.18 |
| rock | 47.55 | 71.14 |
| wardrobe | 45.34 | 71.49 |
| lamp | 53.85 | 68.53 |
| bathtub | 70.09 | 86.61 |
| railing | 29.72 | 42.8 |
| cushion | 48.36 | 59.64 |
| base | 30.88 | 54.29 |
| box | 18.95 | 24.97 |
| column | 39.89 | 57.07 |
| signboard | 33.11 | 43.03 |
| chest of drawers | 33.26 | 52.24 |
| counter | 27.87 | 34.11 |
| sand | 27.48 | 49.53 |
| sink | 60.55 | 64.36 |
| skyscraper | 60.78 | 79.23 |
| fireplace | 66.88 | 83.24 |
| refrigerator | 63.28 | 73.77 |
| grandstand | 45.4 | 70.69 |
| path | 20.48 | 27.75 |
| stairs | 28.94 | 35.25 |
| runway | 66.55 | 87.6 |
| case | 51.1 | 66.55 |
| pool table | 88.46 | 94.5 |
| pillow | 50.89 | 62.71 |
| screen door | 54.14 | 72.95 |
| stairway | 34.56 | 43.8 |
| river | 9.48 | 21.35 |
| bridge | 51.9 | 76.07 |
| bookcase | 31.48 | 44.76 |
| blind | 28.82 | 30.09 |
| coffee table | 53.26 | 77.03 |
| toilet | 78.86 | 84.92 |
| flower | 32.74 | 50.83 |
| book | 44.14 | 63.96 |
| hill | 9.06 | 14.8 |
| bench | 34.25 | 52.15 |
| countertop | 47.24 | 54.57 |
| stove | 59.46 | 71.92 |
| palm | 46.37 | 60.87 |
| kitchen island | 28.26 | 74.26 |
| computer | 59.5 | 71.46 |
| swivel chair | 45.95 | 66.26 |
| boat | 65.67 | 84.37 |
| bar | 41.29 | 48.22 |
| arcade machine | 69.57 | 73.73 |
| hovel | 30.7 | 48.31 |
| bus | 80.78 | 91.59 |
| towel | 52.04 | 64.74 |
| light | 44.06 | 49.98 |
| truck | 28.9 | 39.31 |
| tower | 38.55 | 66.26 |
| chandelier | 58.93 | 71.64 |
| awning | 20.93 | 29.16 |
| streetlight | 17.86 | 23.04 |
| booth | 33.3 | 37.7 |
| television receiver | 62.59 | 75.11 |
| airplane | 57.22 | 67.95 |
| dirt track | 3.88 | 16.74 |
| apparel | 20.97 | 25.88 |
| pole | 12.26 | 15.26 |
| land | 0.12 | 0.18 |
| bannister | 1.5 | 1.76 |
| escalator | 41.03 | 61.66 |
| ottoman | 35.89 | 44.3 |
| bottle | 12.73 | 14.21 |
| buffet | 52.61 | 64.9 |
| poster | 9.04 | 10.31 |
| stage | 11.3 | 18.47 |
| van | 39.33 | 52.08 |
| ship | 74.31 | 82.67 |
| fountain | 17.7 | 18.71 |
| conveyer belt | 65.69 | 91.62 |
| canopy | 17.39 | 22.46 |
| washer | 64.35 | 68.2 |
| plaything | 18.94 | 26.34 |
| swimming pool | 65.5 | 72.45 |
| stool | 21.33 | 23.68 |
| barrel | 20.3 | 65.0 |
| basket | 23.32 | 31.34 |
| waterfall | 70.96 | 96.34 |
| tent | 80.44 | 99.12 |
| bag | 1.92 | 2.12 |
| minibike | 61.68 | 71.32 |
| cradle | 63.15 | 83.32 |
| oven | 19.28 | 46.99 |
| ball | 47.2 | 55.42 |
| food | 56.33 | 65.18 |
| step | 2.08 | 2.51 |
| tank | 39.44 | 43.3 |
| trade name | 19.83 | 21.47 |
| microwave | 62.27 | 69.47 |
| pot | 30.12 | 35.0 |
| animal | 47.43 | 53.07 |
| bicycle | 49.77 | 67.41 |
| lake | 30.19 | 59.74 |
| dishwasher | 48.6 | 53.9 |
| screen | 64.9 | 89.28 |
| blanket | 5.22 | 5.47 |
| sculpture | 33.94 | 57.24 |
| hood | 38.42 | 44.93 |
| sconce | 26.05 | 29.22 |
| vase | 32.09 | 41.84 |
| traffic light | 17.24 | 24.07 |
| tray | 0.59 | 0.62 |
| ashcan | 28.17 | 37.1 |
| fan | 52.09 | 67.1 |
| pier | 23.08 | 31.42 |
| crt screen | 0.0 | 0.0 |
| plate | 42.09 | 51.06 |
| monitor | 17.96 | 30.25 |
| bulletin board | 45.34 | 52.13 |
| shower | 0.0 | 0.0 |
| radiator | 49.03 | 63.14 |
| glass | 6.76 | 7.11 |
| clock | 17.99 | 21.78 |
| flag | 29.73 | 31.85 |
+---------------------+-------+-------+
2022-08-05 01:41:30,148 - mmseg - INFO - Summary:
2022-08-05 01:41:30,148 - mmseg - INFO -