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upernet_160k_nextvit_base_1n1k6m_pretrained.log
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upernet_160k_nextvit_base_1n1k6m_pretrained.log
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2022-08-14 23:00:35,259 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters
2022-08-14 23:01:21,949 - mmseg - INFO - Iter [50/160000] lr: 1.959e-06, eta: 1 day, 6:21:15, time: 0.683, data_time: 0.011, memory: 15775, decode.loss_ce: 4.1173, decode.acc_seg: 0.6688, aux.loss_ce: 1.6435, aux.acc_seg: 0.6219, loss: 5.7609
2022-08-14 23:01:45,137 - mmseg - INFO - Iter [100/160000] lr: 3.958e-06, eta: 1 day, 1:28:14, time: 0.464, data_time: 0.005, memory: 15775, decode.loss_ce: 4.0439, decode.acc_seg: 5.2310, aux.loss_ce: 1.6327, aux.acc_seg: 1.0239, loss: 5.6766
2022-08-14 23:02:08,920 - mmseg - INFO - Iter [150/160000] lr: 5.955e-06, eta: 1 day, 0:00:56, time: 0.476, data_time: 0.005, memory: 15775, decode.loss_ce: 3.8004, decode.acc_seg: 17.7549, aux.loss_ce: 1.5779, aux.acc_seg: 1.8331, loss: 5.3783
2022-08-14 23:02:32,202 - mmseg - INFO - Iter [200/160000] lr: 7.950e-06, eta: 23:10:11, time: 0.465, data_time: 0.005, memory: 15775, decode.loss_ce: 3.6782, decode.acc_seg: 31.0079, aux.loss_ce: 1.6120, aux.acc_seg: 5.8727, loss: 5.2902
2022-08-14 23:02:55,457 - mmseg - INFO - Iter [250/160000] lr: 9.945e-06, eta: 22:39:34, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 3.2362, decode.acc_seg: 40.9835, aux.loss_ce: 1.5415, aux.acc_seg: 16.8667, loss: 4.7777
2022-08-14 23:03:19,044 - mmseg - INFO - Iter [300/160000] lr: 1.194e-05, eta: 22:21:55, time: 0.472, data_time: 0.005, memory: 15775, decode.loss_ce: 3.0413, decode.acc_seg: 45.5244, aux.loss_ce: 1.5496, aux.acc_seg: 29.4014, loss: 4.5908
2022-08-14 23:03:42,389 - mmseg - INFO - Iter [350/160000] lr: 1.393e-05, eta: 22:07:20, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 2.7522, decode.acc_seg: 47.6073, aux.loss_ce: 1.4652, aux.acc_seg: 38.1640, loss: 4.2174
2022-08-14 23:04:05,740 - mmseg - INFO - Iter [400/160000] lr: 1.592e-05, eta: 21:56:16, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 2.5369, decode.acc_seg: 50.8057, aux.loss_ce: 1.4044, aux.acc_seg: 43.6057, loss: 3.9413
2022-08-14 23:04:28,586 - mmseg - INFO - Iter [450/160000] lr: 1.791e-05, eta: 21:44:39, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 2.3992, decode.acc_seg: 52.8668, aux.loss_ce: 1.3465, aux.acc_seg: 46.5518, loss: 3.7458
2022-08-14 23:04:51,374 - mmseg - INFO - Iter [500/160000] lr: 1.990e-05, eta: 21:34:58, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 2.2449, decode.acc_seg: 55.2846, aux.loss_ce: 1.2842, aux.acc_seg: 49.0667, loss: 3.5291
2022-08-14 23:05:14,335 - mmseg - INFO - Iter [550/160000] lr: 2.188e-05, eta: 21:27:52, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 2.0674, decode.acc_seg: 55.9815, aux.loss_ce: 1.1899, aux.acc_seg: 50.1287, loss: 3.2573
2022-08-14 23:05:37,563 - mmseg - INFO - Iter [600/160000] lr: 2.387e-05, eta: 21:23:01, time: 0.465, data_time: 0.005, memory: 15775, decode.loss_ce: 1.9366, decode.acc_seg: 58.3411, aux.loss_ce: 1.1306, aux.acc_seg: 52.5193, loss: 3.0672
2022-08-14 23:06:00,346 - mmseg - INFO - Iter [650/160000] lr: 2.585e-05, eta: 21:17:01, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 1.8364, decode.acc_seg: 58.1495, aux.loss_ce: 1.0679, aux.acc_seg: 52.8239, loss: 2.9043
2022-08-14 23:06:23,156 - mmseg - INFO - Iter [700/160000] lr: 2.784e-05, eta: 21:11:58, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 1.7994, decode.acc_seg: 59.7244, aux.loss_ce: 1.0434, aux.acc_seg: 52.9809, loss: 2.8428
2022-08-14 23:06:46,067 - mmseg - INFO - Iter [750/160000] lr: 2.982e-05, eta: 21:07:51, time: 0.458, data_time: 0.005, memory: 15775, decode.loss_ce: 1.6926, decode.acc_seg: 60.3925, aux.loss_ce: 0.9919, aux.acc_seg: 53.3623, loss: 2.6845
2022-08-14 23:07:08,732 - mmseg - INFO - Iter [800/160000] lr: 3.180e-05, eta: 21:03:22, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 1.6832, decode.acc_seg: 59.9160, aux.loss_ce: 0.9701, aux.acc_seg: 53.8893, loss: 2.6533
2022-08-14 23:07:31,637 - mmseg - INFO - Iter [850/160000] lr: 3.378e-05, eta: 21:00:12, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 1.5847, decode.acc_seg: 61.3199, aux.loss_ce: 0.9173, aux.acc_seg: 53.8542, loss: 2.5020
2022-08-14 23:07:54,494 - mmseg - INFO - Iter [900/160000] lr: 3.576e-05, eta: 20:57:10, time: 0.457, data_time: 0.005, memory: 15775, decode.loss_ce: 1.4561, decode.acc_seg: 63.1532, aux.loss_ce: 0.8325, aux.acc_seg: 57.0623, loss: 2.2886
2022-08-14 23:08:17,281 - mmseg - INFO - Iter [950/160000] lr: 3.773e-05, eta: 20:54:09, time: 0.455, data_time: 0.005, memory: 15775, decode.loss_ce: 1.4524, decode.acc_seg: 62.0615, aux.loss_ce: 0.8174, aux.acc_seg: 55.3840, loss: 2.2698
2022-08-14 23:08:40,062 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-14 23:08:40,062 - mmseg - INFO - Iter [1000/160000] lr: 3.971e-05, eta: 20:51:30, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 1.4548, decode.acc_seg: 62.7859, aux.loss_ce: 0.8184, aux.acc_seg: 55.8429, loss: 2.2732
2022-08-14 23:09:03,468 - mmseg - INFO - Iter [1050/160000] lr: 4.168e-05, eta: 20:50:35, time: 0.468, data_time: 0.005, memory: 15775, decode.loss_ce: 1.3707, decode.acc_seg: 64.1059, aux.loss_ce: 0.7641, aux.acc_seg: 56.8204, loss: 2.1348
2022-08-14 23:09:26,408 - mmseg - INFO - Iter [1100/160000] lr: 4.366e-05, eta: 20:48:32, time: 0.458, data_time: 0.005, memory: 15775, decode.loss_ce: 1.3255, decode.acc_seg: 64.2963, aux.loss_ce: 0.7366, aux.acc_seg: 58.1280, loss: 2.0621
2022-08-14 23:09:49,338 - mmseg - INFO - Iter [1150/160000] lr: 4.563e-05, eta: 20:46:40, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 1.3455, decode.acc_seg: 63.2180, aux.loss_ce: 0.7292, aux.acc_seg: 56.6054, loss: 2.0747
2022-08-14 23:10:12,595 - mmseg - INFO - Iter [1200/160000] lr: 4.760e-05, eta: 20:45:41, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 1.2844, decode.acc_seg: 64.9295, aux.loss_ce: 0.6900, aux.acc_seg: 58.6906, loss: 1.9744
2022-08-14 23:10:35,672 - mmseg - INFO - Iter [1250/160000] lr: 4.957e-05, eta: 20:44:19, time: 0.461, data_time: 0.005, memory: 15775, decode.loss_ce: 1.3217, decode.acc_seg: 62.4465, aux.loss_ce: 0.6894, aux.acc_seg: 57.2399, loss: 2.0111
2022-08-14 23:11:00,916 - mmseg - INFO - Iter [1300/160000] lr: 5.154e-05, eta: 20:47:26, time: 0.505, data_time: 0.056, memory: 15775, decode.loss_ce: 1.2406, decode.acc_seg: 65.2403, aux.loss_ce: 0.6586, aux.acc_seg: 59.8881, loss: 1.8991
2022-08-14 23:11:24,075 - mmseg - INFO - Iter [1350/160000] lr: 5.351e-05, eta: 20:46:13, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1540, decode.acc_seg: 67.4967, aux.loss_ce: 0.6216, aux.acc_seg: 61.5320, loss: 1.7756
2022-08-14 23:11:47,258 - mmseg - INFO - Iter [1400/160000] lr: 5.547e-05, eta: 20:45:05, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1467, decode.acc_seg: 67.5188, aux.loss_ce: 0.6060, aux.acc_seg: 62.1794, loss: 1.7527
2022-08-14 23:12:10,259 - mmseg - INFO - Iter [1450/160000] lr: 5.744e-05, eta: 20:43:42, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1961, decode.acc_seg: 64.3277, aux.loss_ce: 0.6158, aux.acc_seg: 60.2064, loss: 1.8120
2022-08-14 23:12:33,408 - mmseg - INFO - Iter [1500/160000] lr: 5.940e-05, eta: 20:42:36, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1287, decode.acc_seg: 67.4257, aux.loss_ce: 0.5857, aux.acc_seg: 62.9058, loss: 1.7143
2022-08-14 23:12:56,462 - mmseg - INFO - Iter [1550/160000] lr: 5.942e-05, eta: 20:41:27, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1637, decode.acc_seg: 66.0312, aux.loss_ce: 0.5910, aux.acc_seg: 61.3315, loss: 1.7548
2022-08-14 23:13:19,865 - mmseg - INFO - Iter [1600/160000] lr: 5.940e-05, eta: 20:40:53, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1553, decode.acc_seg: 66.2683, aux.loss_ce: 0.5847, aux.acc_seg: 61.9996, loss: 1.7400
2022-08-14 23:13:43,148 - mmseg - INFO - Iter [1650/160000] lr: 5.938e-05, eta: 20:40:09, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1689, decode.acc_seg: 66.7250, aux.loss_ce: 0.5902, aux.acc_seg: 63.0010, loss: 1.7590
2022-08-14 23:14:06,645 - mmseg - INFO - Iter [1700/160000] lr: 5.936e-05, eta: 20:39:46, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0869, decode.acc_seg: 66.1283, aux.loss_ce: 0.5533, aux.acc_seg: 62.3961, loss: 1.6403
2022-08-14 23:14:29,750 - mmseg - INFO - Iter [1750/160000] lr: 5.934e-05, eta: 20:38:47, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0505, decode.acc_seg: 67.5150, aux.loss_ce: 0.5342, aux.acc_seg: 63.7666, loss: 1.5847
2022-08-14 23:14:53,238 - mmseg - INFO - Iter [1800/160000] lr: 5.933e-05, eta: 20:38:24, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0246, decode.acc_seg: 68.8338, aux.loss_ce: 0.5240, aux.acc_seg: 64.9862, loss: 1.5485
2022-08-14 23:15:16,574 - mmseg - INFO - Iter [1850/160000] lr: 5.931e-05, eta: 20:37:47, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0127, decode.acc_seg: 69.0249, aux.loss_ce: 0.5176, aux.acc_seg: 64.8879, loss: 1.5303
2022-08-14 23:15:39,530 - mmseg - INFO - Iter [1900/160000] lr: 5.929e-05, eta: 20:36:39, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0016, decode.acc_seg: 68.6874, aux.loss_ce: 0.5151, aux.acc_seg: 64.1987, loss: 1.5167
2022-08-14 23:16:02,709 - mmseg - INFO - Iter [1950/160000] lr: 5.927e-05, eta: 20:35:53, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9928, decode.acc_seg: 68.4332, aux.loss_ce: 0.5114, aux.acc_seg: 64.8272, loss: 1.5042
2022-08-14 23:16:25,754 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-14 23:16:25,754 - mmseg - INFO - Iter [2000/160000] lr: 5.925e-05, eta: 20:34:57, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9719, decode.acc_seg: 69.8543, aux.loss_ce: 0.5024, aux.acc_seg: 64.7749, loss: 1.4743
2022-08-14 23:16:49,200 - mmseg - INFO - Iter [2050/160000] lr: 5.923e-05, eta: 20:34:33, time: 0.469, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9659, decode.acc_seg: 69.3600, aux.loss_ce: 0.4924, aux.acc_seg: 65.5409, loss: 1.4582
2022-08-14 23:17:12,271 - mmseg - INFO - Iter [2100/160000] lr: 5.921e-05, eta: 20:33:42, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0033, decode.acc_seg: 68.8128, aux.loss_ce: 0.5071, aux.acc_seg: 64.2531, loss: 1.5104
2022-08-14 23:17:35,330 - mmseg - INFO - Iter [2150/160000] lr: 5.919e-05, eta: 20:32:50, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9657, decode.acc_seg: 68.6447, aux.loss_ce: 0.5025, aux.acc_seg: 63.8700, loss: 1.4682
2022-08-14 23:17:58,343 - mmseg - INFO - Iter [2200/160000] lr: 5.918e-05, eta: 20:31:57, time: 0.460, data_time: 0.005, memory: 15775, decode.loss_ce: 0.9320, decode.acc_seg: 70.7910, aux.loss_ce: 0.4806, aux.acc_seg: 66.4779, loss: 1.4126
2022-08-14 23:18:21,492 - mmseg - INFO - Iter [2250/160000] lr: 5.916e-05, eta: 20:31:14, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9226, decode.acc_seg: 70.4352, aux.loss_ce: 0.4777, aux.acc_seg: 65.9422, loss: 1.4003
2022-08-14 23:18:44,455 - mmseg - INFO - Iter [2300/160000] lr: 5.914e-05, eta: 20:30:19, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9583, decode.acc_seg: 70.5005, aux.loss_ce: 0.4854, aux.acc_seg: 66.8222, loss: 1.4437
2022-08-14 23:19:07,710 - mmseg - INFO - Iter [2350/160000] lr: 5.912e-05, eta: 20:29:45, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9552, decode.acc_seg: 70.0907, aux.loss_ce: 0.4881, aux.acc_seg: 65.5200, loss: 1.4433
2022-08-14 23:19:31,050 - mmseg - INFO - Iter [2400/160000] lr: 5.910e-05, eta: 20:29:19, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9012, decode.acc_seg: 70.7536, aux.loss_ce: 0.4640, aux.acc_seg: 66.2332, loss: 1.3652
2022-08-14 23:19:54,586 - mmseg - INFO - Iter [2450/160000] lr: 5.908e-05, eta: 20:29:03, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8811, decode.acc_seg: 71.7359, aux.loss_ce: 0.4550, aux.acc_seg: 66.5785, loss: 1.3361
2022-08-14 23:20:17,973 - mmseg - INFO - Iter [2500/160000] lr: 5.906e-05, eta: 20:28:40, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8620, decode.acc_seg: 71.3369, aux.loss_ce: 0.4397, aux.acc_seg: 67.4852, loss: 1.3017
2022-08-14 23:20:43,764 - mmseg - INFO - Iter [2550/160000] lr: 5.904e-05, eta: 20:30:43, time: 0.516, data_time: 0.050, memory: 15775, decode.loss_ce: 0.8710, decode.acc_seg: 72.5056, aux.loss_ce: 0.4504, aux.acc_seg: 67.5795, loss: 1.3213
2022-08-14 23:21:07,108 - mmseg - INFO - Iter [2600/160000] lr: 5.903e-05, eta: 20:30:14, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8284, decode.acc_seg: 72.4998, aux.loss_ce: 0.4302, aux.acc_seg: 67.9835, loss: 1.2585
2022-08-14 23:21:30,096 - mmseg - INFO - Iter [2650/160000] lr: 5.901e-05, eta: 20:29:23, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8768, decode.acc_seg: 71.1992, aux.loss_ce: 0.4505, aux.acc_seg: 66.6498, loss: 1.3272
2022-08-14 23:21:53,335 - mmseg - INFO - Iter [2700/160000] lr: 5.899e-05, eta: 20:28:48, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8550, decode.acc_seg: 71.9838, aux.loss_ce: 0.4399, aux.acc_seg: 67.4584, loss: 1.2950
2022-08-14 23:22:16,349 - mmseg - INFO - Iter [2750/160000] lr: 5.897e-05, eta: 20:28:00, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8873, decode.acc_seg: 69.9715, aux.loss_ce: 0.4563, aux.acc_seg: 66.1480, loss: 1.3436
2022-08-14 23:22:39,379 - mmseg - INFO - Iter [2800/160000] lr: 5.895e-05, eta: 20:27:14, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8550, decode.acc_seg: 71.8666, aux.loss_ce: 0.4274, aux.acc_seg: 67.7955, loss: 1.2825
2022-08-14 23:23:02,608 - mmseg - INFO - Iter [2850/160000] lr: 5.893e-05, eta: 20:26:40, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8997, decode.acc_seg: 70.5923, aux.loss_ce: 0.4534, aux.acc_seg: 66.4970, loss: 1.3531
2022-08-14 23:23:25,884 - mmseg - INFO - Iter [2900/160000] lr: 5.891e-05, eta: 20:26:09, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8392, decode.acc_seg: 72.7986, aux.loss_ce: 0.4297, aux.acc_seg: 68.2756, loss: 1.2689
2022-08-14 23:23:49,327 - mmseg - INFO - Iter [2950/160000] lr: 5.889e-05, eta: 20:25:48, time: 0.469, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8131, decode.acc_seg: 72.7350, aux.loss_ce: 0.4152, aux.acc_seg: 68.8073, loss: 1.2283
2022-08-14 23:24:12,328 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-14 23:24:12,329 - mmseg - INFO - Iter [3000/160000] lr: 5.888e-05, eta: 20:25:02, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8141, decode.acc_seg: 73.1192, aux.loss_ce: 0.4266, aux.acc_seg: 68.2389, loss: 1.2407
2022-08-14 23:24:35,599 - mmseg - INFO - Iter [3050/160000] lr: 5.886e-05, eta: 20:24:31, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8258, decode.acc_seg: 72.2737, aux.loss_ce: 0.4273, aux.acc_seg: 67.6366, loss: 1.2531
2022-08-14 23:24:58,365 - mmseg - INFO - Iter [3100/160000] lr: 5.884e-05, eta: 20:23:36, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8172, decode.acc_seg: 72.3543, aux.loss_ce: 0.4132, aux.acc_seg: 68.7167, loss: 1.2304
2022-08-14 23:25:21,408 - mmseg - INFO - Iter [3150/160000] lr: 5.882e-05, eta: 20:22:55, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7931, decode.acc_seg: 74.0992, aux.loss_ce: 0.4086, aux.acc_seg: 69.7497, loss: 1.2017
2022-08-14 23:25:44,125 - mmseg - INFO - Iter [3200/160000] lr: 5.880e-05, eta: 20:21:58, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8506, decode.acc_seg: 71.8650, aux.loss_ce: 0.4360, aux.acc_seg: 66.9857, loss: 1.2866
2022-08-14 23:26:07,442 - mmseg - INFO - Iter [3250/160000] lr: 5.878e-05, eta: 20:21:32, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7870, decode.acc_seg: 73.3489, aux.loss_ce: 0.4107, aux.acc_seg: 68.6974, loss: 1.1977
2022-08-14 23:26:30,683 - mmseg - INFO - Iter [3300/160000] lr: 5.876e-05, eta: 20:21:02, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8134, decode.acc_seg: 72.0634, aux.loss_ce: 0.4064, aux.acc_seg: 68.4862, loss: 1.2198
2022-08-14 23:26:54,175 - mmseg - INFO - Iter [3350/160000] lr: 5.874e-05, eta: 20:20:44, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8272, decode.acc_seg: 72.2106, aux.loss_ce: 0.4176, aux.acc_seg: 68.4488, loss: 1.2448
2022-08-14 23:27:16,982 - mmseg - INFO - Iter [3400/160000] lr: 5.873e-05, eta: 20:19:54, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7653, decode.acc_seg: 74.4783, aux.loss_ce: 0.3904, aux.acc_seg: 70.0217, loss: 1.1558
2022-08-14 23:27:40,067 - mmseg - INFO - Iter [3450/160000] lr: 5.871e-05, eta: 20:19:17, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8090, decode.acc_seg: 72.8270, aux.loss_ce: 0.4051, aux.acc_seg: 68.5066, loss: 1.2142
2022-08-14 23:28:03,123 - mmseg - INFO - Iter [3500/160000] lr: 5.869e-05, eta: 20:18:41, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7619, decode.acc_seg: 74.7583, aux.loss_ce: 0.3941, aux.acc_seg: 70.1236, loss: 1.1560
2022-08-14 23:28:26,384 - mmseg - INFO - Iter [3550/160000] lr: 5.867e-05, eta: 20:18:13, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8047, decode.acc_seg: 73.0772, aux.loss_ce: 0.4113, aux.acc_seg: 68.4538, loss: 1.2160
2022-08-14 23:28:49,335 - mmseg - INFO - Iter [3600/160000] lr: 5.865e-05, eta: 20:17:32, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7592, decode.acc_seg: 74.5124, aux.loss_ce: 0.3832, aux.acc_seg: 69.8897, loss: 1.1424
2022-08-14 23:29:12,591 - mmseg - INFO - Iter [3650/160000] lr: 5.863e-05, eta: 20:17:04, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7685, decode.acc_seg: 73.6015, aux.loss_ce: 0.3915, aux.acc_seg: 69.6955, loss: 1.1601
2022-08-14 23:29:35,436 - mmseg - INFO - Iter [3700/160000] lr: 5.861e-05, eta: 20:16:19, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7665, decode.acc_seg: 72.7710, aux.loss_ce: 0.3896, aux.acc_seg: 68.7660, loss: 1.1561
2022-08-14 23:29:58,539 - mmseg - INFO - Iter [3750/160000] lr: 5.859e-05, eta: 20:15:46, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7975, decode.acc_seg: 73.4637, aux.loss_ce: 0.3948, aux.acc_seg: 69.9204, loss: 1.1923
2022-08-14 23:30:23,759 - mmseg - INFO - Iter [3800/160000] lr: 5.858e-05, eta: 20:16:40, time: 0.504, data_time: 0.050, memory: 15775, decode.loss_ce: 0.7703, decode.acc_seg: 73.5258, aux.loss_ce: 0.3911, aux.acc_seg: 69.4202, loss: 1.1615
2022-08-14 23:30:46,702 - mmseg - INFO - Iter [3850/160000] lr: 5.856e-05, eta: 20:15:59, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7108, decode.acc_seg: 75.8478, aux.loss_ce: 0.3641, aux.acc_seg: 71.0710, loss: 1.0750
2022-08-14 23:31:09,568 - mmseg - INFO - Iter [3900/160000] lr: 5.854e-05, eta: 20:15:16, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7471, decode.acc_seg: 73.4607, aux.loss_ce: 0.3708, aux.acc_seg: 69.9765, loss: 1.1179
2022-08-14 23:31:32,601 - mmseg - INFO - Iter [3950/160000] lr: 5.852e-05, eta: 20:14:39, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7575, decode.acc_seg: 73.4822, aux.loss_ce: 0.3829, aux.acc_seg: 69.7044, loss: 1.1404
2022-08-14 23:31:55,537 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-14 23:31:55,538 - mmseg - INFO - Iter [4000/160000] lr: 5.850e-05, eta: 20:14:00, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7254, decode.acc_seg: 74.6404, aux.loss_ce: 0.3696, aux.acc_seg: 70.1401, loss: 1.0950
2022-08-14 23:32:19,076 - mmseg - INFO - Iter [4050/160000] lr: 5.848e-05, eta: 20:13:44, time: 0.471, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7249, decode.acc_seg: 74.2785, aux.loss_ce: 0.3686, aux.acc_seg: 70.2869, loss: 1.0935
2022-08-14 23:32:42,002 - mmseg - INFO - Iter [4100/160000] lr: 5.846e-05, eta: 20:13:05, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7205, decode.acc_seg: 74.7707, aux.loss_ce: 0.3678, aux.acc_seg: 70.4156, loss: 1.0882
2022-08-14 23:33:05,116 - mmseg - INFO - Iter [4150/160000] lr: 5.844e-05, eta: 20:12:32, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7020, decode.acc_seg: 75.0168, aux.loss_ce: 0.3544, aux.acc_seg: 71.0233, loss: 1.0564
2022-08-14 23:33:28,035 - mmseg - INFO - Iter [4200/160000] lr: 5.843e-05, eta: 20:11:54, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7311, decode.acc_seg: 73.9274, aux.loss_ce: 0.3681, aux.acc_seg: 69.9726, loss: 1.0992
2022-08-14 23:33:51,383 - mmseg - INFO - Iter [4250/160000] lr: 5.841e-05, eta: 20:11:31, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7308, decode.acc_seg: 74.4918, aux.loss_ce: 0.3696, aux.acc_seg: 69.7295, loss: 1.1004
2022-08-14 23:34:14,800 - mmseg - INFO - Iter [4300/160000] lr: 5.839e-05, eta: 20:11:10, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7296, decode.acc_seg: 74.1039, aux.loss_ce: 0.3705, aux.acc_seg: 70.1634, loss: 1.1001
2022-08-14 23:34:37,769 - mmseg - INFO - Iter [4350/160000] lr: 5.837e-05, eta: 20:10:34, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7111, decode.acc_seg: 75.0053, aux.loss_ce: 0.3550, aux.acc_seg: 71.5608, loss: 1.0661
2022-08-14 23:35:00,483 - mmseg - INFO - Iter [4400/160000] lr: 5.835e-05, eta: 20:09:49, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7302, decode.acc_seg: 74.9879, aux.loss_ce: 0.3652, aux.acc_seg: 71.0112, loss: 1.0954
2022-08-14 23:35:23,552 - mmseg - INFO - Iter [4450/160000] lr: 5.833e-05, eta: 20:09:17, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7034, decode.acc_seg: 75.6861, aux.loss_ce: 0.3624, aux.acc_seg: 71.4885, loss: 1.0658
2022-08-14 23:35:46,341 - mmseg - INFO - Iter [4500/160000] lr: 5.831e-05, eta: 20:08:35, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7706, decode.acc_seg: 73.3472, aux.loss_ce: 0.3862, aux.acc_seg: 69.3380, loss: 1.1568
2022-08-14 23:36:09,984 - mmseg - INFO - Iter [4550/160000] lr: 5.829e-05, eta: 20:08:22, time: 0.473, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7218, decode.acc_seg: 74.8929, aux.loss_ce: 0.3519, aux.acc_seg: 71.2808, loss: 1.0737
2022-08-14 23:36:33,528 - mmseg - INFO - Iter [4600/160000] lr: 5.828e-05, eta: 20:08:07, time: 0.471, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7148, decode.acc_seg: 75.2037, aux.loss_ce: 0.3593, aux.acc_seg: 71.0821, loss: 1.0741
2022-08-14 23:36:56,494 - mmseg - INFO - Iter [4650/160000] lr: 5.826e-05, eta: 20:07:31, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7154, decode.acc_seg: 74.6640, aux.loss_ce: 0.3667, aux.acc_seg: 69.8941, loss: 1.0820
2022-08-14 23:37:19,154 - mmseg - INFO - Iter [4700/160000] lr: 5.824e-05, eta: 20:06:46, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6617, decode.acc_seg: 76.8263, aux.loss_ce: 0.3377, aux.acc_seg: 73.0172, loss: 0.9993
2022-08-14 23:37:41,942 - mmseg - INFO - Iter [4750/160000] lr: 5.822e-05, eta: 20:06:05, time: 0.456, data_time: 0.007, memory: 15775, decode.loss_ce: 0.6946, decode.acc_seg: 74.5723, aux.loss_ce: 0.3559, aux.acc_seg: 70.2172, loss: 1.0506
2022-08-14 23:38:05,206 - mmseg - INFO - Iter [4800/160000] lr: 5.820e-05, eta: 20:05:41, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7212, decode.acc_seg: 75.0457, aux.loss_ce: 0.3562, aux.acc_seg: 71.4765, loss: 1.0774
2022-08-14 23:38:28,182 - mmseg - INFO - Iter [4850/160000] lr: 5.818e-05, eta: 20:05:07, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6651, decode.acc_seg: 75.2804, aux.loss_ce: 0.3353, aux.acc_seg: 72.1857, loss: 1.0004
2022-08-14 23:38:51,594 - mmseg - INFO - Iter [4900/160000] lr: 5.816e-05, eta: 20:04:47, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7174, decode.acc_seg: 75.1282, aux.loss_ce: 0.3535, aux.acc_seg: 71.0920, loss: 1.0709
2022-08-14 23:39:14,512 - mmseg - INFO - Iter [4950/160000] lr: 5.814e-05, eta: 20:04:12, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6936, decode.acc_seg: 74.9428, aux.loss_ce: 0.3378, aux.acc_seg: 72.3981, loss: 1.0315
2022-08-14 23:39:37,318 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-14 23:39:37,318 - mmseg - INFO - Iter [5000/160000] lr: 5.813e-05, eta: 20:03:34, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6825, decode.acc_seg: 76.1802, aux.loss_ce: 0.3375, aux.acc_seg: 72.8350, loss: 1.0200
2022-08-14 23:39:59,985 - mmseg - INFO - Iter [5050/160000] lr: 5.811e-05, eta: 20:02:50, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7313, decode.acc_seg: 74.8962, aux.loss_ce: 0.3599, aux.acc_seg: 70.7636, loss: 1.0912
2022-08-14 23:40:25,449 - mmseg - INFO - Iter [5100/160000] lr: 5.809e-05, eta: 20:03:34, time: 0.510, data_time: 0.051, memory: 15775, decode.loss_ce: 0.6394, decode.acc_seg: 76.9893, aux.loss_ce: 0.3184, aux.acc_seg: 73.5430, loss: 0.9578
2022-08-14 23:40:48,401 - mmseg - INFO - Iter [5150/160000] lr: 5.807e-05, eta: 20:03:00, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6722, decode.acc_seg: 76.1290, aux.loss_ce: 0.3404, aux.acc_seg: 72.5162, loss: 1.0125
2022-08-14 23:41:11,277 - mmseg - INFO - Iter [5200/160000] lr: 5.805e-05, eta: 20:02:23, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6697, decode.acc_seg: 75.8235, aux.loss_ce: 0.3346, aux.acc_seg: 71.5709, loss: 1.0043
2022-08-14 23:41:34,180 - mmseg - INFO - Iter [5250/160000] lr: 5.803e-05, eta: 20:01:48, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6385, decode.acc_seg: 77.0739, aux.loss_ce: 0.3224, aux.acc_seg: 72.9646, loss: 0.9608
2022-08-14 23:41:56,963 - mmseg - INFO - Iter [5300/160000] lr: 5.801e-05, eta: 20:01:10, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6792, decode.acc_seg: 75.4325, aux.loss_ce: 0.3388, aux.acc_seg: 72.3151, loss: 1.0180
2022-08-14 23:42:20,027 - mmseg - INFO - Iter [5350/160000] lr: 5.799e-05, eta: 20:00:40, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6212, decode.acc_seg: 77.1457, aux.loss_ce: 0.3139, aux.acc_seg: 73.8605, loss: 0.9351
2022-08-14 23:42:42,851 - mmseg - INFO - Iter [5400/160000] lr: 5.798e-05, eta: 20:00:03, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6558, decode.acc_seg: 76.0090, aux.loss_ce: 0.3206, aux.acc_seg: 72.9387, loss: 0.9764
2022-08-14 23:43:05,533 - mmseg - INFO - Iter [5450/160000] lr: 5.796e-05, eta: 19:59:23, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6555, decode.acc_seg: 75.9914, aux.loss_ce: 0.3205, aux.acc_seg: 72.8110, loss: 0.9760
2022-08-14 23:43:28,912 - mmseg - INFO - Iter [5500/160000] lr: 5.794e-05, eta: 19:59:02, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7127, decode.acc_seg: 75.1082, aux.loss_ce: 0.3561, aux.acc_seg: 70.9508, loss: 1.0688
2022-08-14 23:43:51,739 - mmseg - INFO - Iter [5550/160000] lr: 5.792e-05, eta: 19:58:26, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6991, decode.acc_seg: 74.4174, aux.loss_ce: 0.3427, aux.acc_seg: 71.0738, loss: 1.0418
2022-08-14 23:44:14,748 - mmseg - INFO - Iter [5600/160000] lr: 5.790e-05, eta: 19:57:55, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6927, decode.acc_seg: 75.5498, aux.loss_ce: 0.3375, aux.acc_seg: 72.1617, loss: 1.0303
2022-08-14 23:44:37,901 - mmseg - INFO - Iter [5650/160000] lr: 5.788e-05, eta: 19:57:29, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6607, decode.acc_seg: 76.3643, aux.loss_ce: 0.3256, aux.acc_seg: 72.9584, loss: 0.9863
2022-08-14 23:45:00,574 - mmseg - INFO - Iter [5700/160000] lr: 5.786e-05, eta: 19:56:50, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7207, decode.acc_seg: 73.9016, aux.loss_ce: 0.3503, aux.acc_seg: 70.2104, loss: 1.0710
2022-08-14 23:45:23,475 - mmseg - INFO - Iter [5750/160000] lr: 5.784e-05, eta: 19:56:16, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6892, decode.acc_seg: 75.7989, aux.loss_ce: 0.3361, aux.acc_seg: 72.6146, loss: 1.0253
2022-08-14 23:45:46,176 - mmseg - INFO - Iter [5800/160000] lr: 5.783e-05, eta: 19:55:38, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7079, decode.acc_seg: 74.9296, aux.loss_ce: 0.3507, aux.acc_seg: 71.2272, loss: 1.0586
2022-08-14 23:46:09,214 - mmseg - INFO - Iter [5850/160000] lr: 5.781e-05, eta: 19:55:09, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6550, decode.acc_seg: 75.9488, aux.loss_ce: 0.3253, aux.acc_seg: 72.3171, loss: 0.9803
2022-08-14 23:46:32,015 - mmseg - INFO - Iter [5900/160000] lr: 5.779e-05, eta: 19:54:33, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6817, decode.acc_seg: 75.6785, aux.loss_ce: 0.3353, aux.acc_seg: 72.2142, loss: 1.0170
2022-08-14 23:46:55,282 - mmseg - INFO - Iter [5950/160000] lr: 5.777e-05, eta: 19:54:11, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6512, decode.acc_seg: 75.5474, aux.loss_ce: 0.3228, aux.acc_seg: 72.3752, loss: 0.9740
2022-08-14 23:47:18,310 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-14 23:47:18,311 - mmseg - INFO - Iter [6000/160000] lr: 5.775e-05, eta: 19:53:42, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6560, decode.acc_seg: 75.9728, aux.loss_ce: 0.3193, aux.acc_seg: 72.9902, loss: 0.9753
2022-08-14 23:47:41,270 - mmseg - INFO - Iter [6050/160000] lr: 5.773e-05, eta: 19:53:11, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6594, decode.acc_seg: 76.5067, aux.loss_ce: 0.3183, aux.acc_seg: 73.3802, loss: 0.9777
2022-08-14 23:48:04,908 - mmseg - INFO - Iter [6100/160000] lr: 5.771e-05, eta: 19:52:57, time: 0.473, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6800, decode.acc_seg: 75.1731, aux.loss_ce: 0.3311, aux.acc_seg: 71.7025, loss: 1.0111
2022-08-14 23:48:27,721 - mmseg - INFO - Iter [6150/160000] lr: 5.769e-05, eta: 19:52:23, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5973, decode.acc_seg: 77.7130, aux.loss_ce: 0.2905, aux.acc_seg: 74.8972, loss: 0.8878
2022-08-14 23:48:50,768 - mmseg - INFO - Iter [6200/160000] lr: 5.768e-05, eta: 19:51:54, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6352, decode.acc_seg: 76.0174, aux.loss_ce: 0.3012, aux.acc_seg: 73.4076, loss: 0.9364
2022-08-14 23:49:14,529 - mmseg - INFO - Iter [6250/160000] lr: 5.766e-05, eta: 19:51:44, time: 0.475, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6625, decode.acc_seg: 76.7362, aux.loss_ce: 0.3231, aux.acc_seg: 73.6350, loss: 0.9857
2022-08-14 23:49:37,487 - mmseg - INFO - Iter [6300/160000] lr: 5.764e-05, eta: 19:51:13, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6309, decode.acc_seg: 76.7804, aux.loss_ce: 0.2976, aux.acc_seg: 74.5654, loss: 0.9285
2022-08-14 23:50:02,467 - mmseg - INFO - Iter [6350/160000] lr: 5.762e-05, eta: 19:51:32, time: 0.500, data_time: 0.053, memory: 15775, decode.loss_ce: 0.6386, decode.acc_seg: 77.1620, aux.loss_ce: 0.3131, aux.acc_seg: 73.9251, loss: 0.9518
2022-08-14 23:50:25,364 - mmseg - INFO - Iter [6400/160000] lr: 5.760e-05, eta: 19:51:00, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6118, decode.acc_seg: 77.7376, aux.loss_ce: 0.3099, aux.acc_seg: 74.0395, loss: 0.9217
2022-08-14 23:50:48,033 - mmseg - INFO - Iter [6450/160000] lr: 5.758e-05, eta: 19:50:23, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6474, decode.acc_seg: 76.7897, aux.loss_ce: 0.3192, aux.acc_seg: 73.1700, loss: 0.9666
2022-08-14 23:51:11,022 - mmseg - INFO - Iter [6500/160000] lr: 5.756e-05, eta: 19:49:53, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6418, decode.acc_seg: 76.6940, aux.loss_ce: 0.3168, aux.acc_seg: 72.7646, loss: 0.9587
2022-08-14 23:51:33,837 - mmseg - INFO - Iter [6550/160000] lr: 5.754e-05, eta: 19:49:19, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6366, decode.acc_seg: 76.2243, aux.loss_ce: 0.3157, aux.acc_seg: 72.4656, loss: 0.9523
2022-08-14 23:51:56,869 - mmseg - INFO - Iter [6600/160000] lr: 5.753e-05, eta: 19:48:51, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5846, decode.acc_seg: 78.4871, aux.loss_ce: 0.2889, aux.acc_seg: 75.2675, loss: 0.8735
2022-08-14 23:52:19,466 - mmseg - INFO - Iter [6650/160000] lr: 5.751e-05, eta: 19:48:13, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6485, decode.acc_seg: 76.3982, aux.loss_ce: 0.3081, aux.acc_seg: 73.4543, loss: 0.9566
2022-08-14 23:52:42,145 - mmseg - INFO - Iter [6700/160000] lr: 5.749e-05, eta: 19:47:36, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6213, decode.acc_seg: 77.1919, aux.loss_ce: 0.3095, aux.acc_seg: 73.7525, loss: 0.9308
2022-08-14 23:53:05,372 - mmseg - INFO - Iter [6750/160000] lr: 5.747e-05, eta: 19:47:13, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6324, decode.acc_seg: 77.2691, aux.loss_ce: 0.3131, aux.acc_seg: 73.3212, loss: 0.9455
2022-08-14 23:53:28,165 - mmseg - INFO - Iter [6800/160000] lr: 5.745e-05, eta: 19:46:40, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5886, decode.acc_seg: 77.9469, aux.loss_ce: 0.2867, aux.acc_seg: 74.6609, loss: 0.8753
2022-08-14 23:53:51,004 - mmseg - INFO - Iter [6850/160000] lr: 5.743e-05, eta: 19:46:07, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6368, decode.acc_seg: 77.4915, aux.loss_ce: 0.3075, aux.acc_seg: 74.2201, loss: 0.9443
2022-08-14 23:54:13,760 - mmseg - INFO - Iter [6900/160000] lr: 5.741e-05, eta: 19:45:34, time: 0.455, data_time: 0.007, memory: 15775, decode.loss_ce: 0.6001, decode.acc_seg: 77.2166, aux.loss_ce: 0.2995, aux.acc_seg: 74.1132, loss: 0.8996
2022-08-14 23:54:36,361 - mmseg - INFO - Iter [6950/160000] lr: 5.739e-05, eta: 19:44:56, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6148, decode.acc_seg: 77.0229, aux.loss_ce: 0.2949, aux.acc_seg: 74.3760, loss: 0.9097
2022-08-14 23:54:59,108 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-14 23:54:59,109 - mmseg - INFO - Iter [7000/160000] lr: 5.738e-05, eta: 19:44:22, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6158, decode.acc_seg: 76.5665, aux.loss_ce: 0.3015, aux.acc_seg: 73.6382, loss: 0.9173
2022-08-14 23:55:21,788 - mmseg - INFO - Iter [7050/160000] lr: 5.736e-05, eta: 19:43:48, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6344, decode.acc_seg: 76.5132, aux.loss_ce: 0.3117, aux.acc_seg: 73.2900, loss: 0.9462
2022-08-14 23:55:44,687 - mmseg - INFO - Iter [7100/160000] lr: 5.734e-05, eta: 19:43:18, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6132, decode.acc_seg: 77.0239, aux.loss_ce: 0.2995, aux.acc_seg: 74.1019, loss: 0.9127
2022-08-14 23:56:07,553 - mmseg - INFO - Iter [7150/160000] lr: 5.732e-05, eta: 19:42:47, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6058, decode.acc_seg: 77.8451, aux.loss_ce: 0.3050, aux.acc_seg: 74.1692, loss: 0.9108
2022-08-14 23:56:30,391 - mmseg - INFO - Iter [7200/160000] lr: 5.730e-05, eta: 19:42:15, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6283, decode.acc_seg: 77.0152, aux.loss_ce: 0.3021, aux.acc_seg: 74.2371, loss: 0.9304
2022-08-14 23:56:53,176 - mmseg - INFO - Iter [7250/160000] lr: 5.728e-05, eta: 19:41:43, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5969, decode.acc_seg: 78.6487, aux.loss_ce: 0.2942, aux.acc_seg: 75.3229, loss: 0.8911
2022-08-14 23:57:15,990 - mmseg - INFO - Iter [7300/160000] lr: 5.726e-05, eta: 19:41:12, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5950, decode.acc_seg: 78.1250, aux.loss_ce: 0.2899, aux.acc_seg: 75.3049, loss: 0.8849
2022-08-14 23:57:38,893 - mmseg - INFO - Iter [7350/160000] lr: 5.724e-05, eta: 19:40:42, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6231, decode.acc_seg: 77.3743, aux.loss_ce: 0.3036, aux.acc_seg: 74.0014, loss: 0.9267
2022-08-14 23:58:01,859 - mmseg - INFO - Iter [7400/160000] lr: 5.723e-05, eta: 19:40:14, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6509, decode.acc_seg: 76.9589, aux.loss_ce: 0.3105, aux.acc_seg: 74.3653, loss: 0.9614
2022-08-14 23:58:24,495 - mmseg - INFO - Iter [7450/160000] lr: 5.721e-05, eta: 19:39:40, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6257, decode.acc_seg: 76.7305, aux.loss_ce: 0.3052, aux.acc_seg: 73.4595, loss: 0.9308
2022-08-14 23:58:47,405 - mmseg - INFO - Iter [7500/160000] lr: 5.719e-05, eta: 19:39:10, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6188, decode.acc_seg: 77.6395, aux.loss_ce: 0.2999, aux.acc_seg: 74.4559, loss: 0.9187
2022-08-14 23:59:10,221 - mmseg - INFO - Iter [7550/160000] lr: 5.717e-05, eta: 19:38:39, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6363, decode.acc_seg: 77.2137, aux.loss_ce: 0.3027, aux.acc_seg: 74.6698, loss: 0.9390
2022-08-14 23:59:35,280 - mmseg - INFO - Iter [7600/160000] lr: 5.715e-05, eta: 19:38:54, time: 0.501, data_time: 0.052, memory: 15775, decode.loss_ce: 0.6145, decode.acc_seg: 77.5416, aux.loss_ce: 0.2968, aux.acc_seg: 74.2395, loss: 0.9113
2022-08-14 23:59:57,889 - mmseg - INFO - Iter [7650/160000] lr: 5.713e-05, eta: 19:38:19, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5840, decode.acc_seg: 77.9973, aux.loss_ce: 0.2892, aux.acc_seg: 74.6506, loss: 0.8732
2022-08-15 00:00:20,530 - mmseg - INFO - Iter [7700/160000] lr: 5.711e-05, eta: 19:37:44, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5829, decode.acc_seg: 78.1982, aux.loss_ce: 0.2909, aux.acc_seg: 74.7304, loss: 0.8738
2022-08-15 00:00:43,647 - mmseg - INFO - Iter [7750/160000] lr: 5.709e-05, eta: 19:37:19, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6271, decode.acc_seg: 76.6051, aux.loss_ce: 0.3027, aux.acc_seg: 73.2819, loss: 0.9298
2022-08-15 00:01:06,227 - mmseg - INFO - Iter [7800/160000] lr: 5.708e-05, eta: 19:36:44, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5794, decode.acc_seg: 78.0692, aux.loss_ce: 0.2792, aux.acc_seg: 75.3838, loss: 0.8586
2022-08-15 00:01:28,803 - mmseg - INFO - Iter [7850/160000] lr: 5.706e-05, eta: 19:36:09, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5866, decode.acc_seg: 77.9562, aux.loss_ce: 0.2783, aux.acc_seg: 75.5684, loss: 0.8649
2022-08-15 00:01:51,712 - mmseg - INFO - Iter [7900/160000] lr: 5.704e-05, eta: 19:35:40, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5971, decode.acc_seg: 78.3581, aux.loss_ce: 0.2919, aux.acc_seg: 75.0661, loss: 0.8890
2022-08-15 00:02:15,256 - mmseg - INFO - Iter [7950/160000] lr: 5.702e-05, eta: 19:35:24, time: 0.471, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5698, decode.acc_seg: 79.5046, aux.loss_ce: 0.2831, aux.acc_seg: 75.6941, loss: 0.8529
2022-08-15 00:02:38,381 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:02:38,382 - mmseg - INFO - Iter [8000/160000] lr: 5.700e-05, eta: 19:34:59, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5770, decode.acc_seg: 78.4759, aux.loss_ce: 0.2753, aux.acc_seg: 75.8947, loss: 0.8522
2022-08-15 00:03:01,015 - mmseg - INFO - Iter [8050/160000] lr: 5.698e-05, eta: 19:34:26, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5949, decode.acc_seg: 77.6453, aux.loss_ce: 0.2895, aux.acc_seg: 74.6472, loss: 0.8844
2022-08-15 00:03:23,664 - mmseg - INFO - Iter [8100/160000] lr: 5.696e-05, eta: 19:33:52, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6231, decode.acc_seg: 76.6333, aux.loss_ce: 0.2984, aux.acc_seg: 73.7527, loss: 0.9215
2022-08-15 00:03:46,411 - mmseg - INFO - Iter [8150/160000] lr: 5.694e-05, eta: 19:33:21, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5784, decode.acc_seg: 78.4493, aux.loss_ce: 0.2806, aux.acc_seg: 75.3238, loss: 0.8589
2022-08-15 00:04:09,161 - mmseg - INFO - Iter [8200/160000] lr: 5.693e-05, eta: 19:32:50, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6078, decode.acc_seg: 78.2360, aux.loss_ce: 0.2885, aux.acc_seg: 75.4414, loss: 0.8963
2022-08-15 00:04:31,997 - mmseg - INFO - Iter [8250/160000] lr: 5.691e-05, eta: 19:32:21, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5830, decode.acc_seg: 78.7013, aux.loss_ce: 0.2803, aux.acc_seg: 76.1150, loss: 0.8634
2022-08-15 00:04:54,649 - mmseg - INFO - Iter [8300/160000] lr: 5.689e-05, eta: 19:31:48, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5778, decode.acc_seg: 78.8306, aux.loss_ce: 0.2777, aux.acc_seg: 75.8316, loss: 0.8555
2022-08-15 00:05:17,202 - mmseg - INFO - Iter [8350/160000] lr: 5.687e-05, eta: 19:31:13, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5952, decode.acc_seg: 77.7732, aux.loss_ce: 0.2809, aux.acc_seg: 75.2662, loss: 0.8761
2022-08-15 00:05:40,065 - mmseg - INFO - Iter [8400/160000] lr: 5.685e-05, eta: 19:30:44, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6196, decode.acc_seg: 77.4850, aux.loss_ce: 0.2926, aux.acc_seg: 74.8225, loss: 0.9122
2022-08-15 00:06:02,714 - mmseg - INFO - Iter [8450/160000] lr: 5.683e-05, eta: 19:30:12, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6018, decode.acc_seg: 78.0807, aux.loss_ce: 0.2925, aux.acc_seg: 74.7811, loss: 0.8943
2022-08-15 00:06:25,352 - mmseg - INFO - Iter [8500/160000] lr: 5.681e-05, eta: 19:29:40, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6080, decode.acc_seg: 77.1890, aux.loss_ce: 0.2907, aux.acc_seg: 74.2191, loss: 0.8988
2022-08-15 00:06:48,778 - mmseg - INFO - Iter [8550/160000] lr: 5.679e-05, eta: 19:29:21, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6064, decode.acc_seg: 76.8771, aux.loss_ce: 0.2918, aux.acc_seg: 74.2579, loss: 0.8982
2022-08-15 00:07:11,702 - mmseg - INFO - Iter [8600/160000] lr: 5.678e-05, eta: 19:28:54, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5909, decode.acc_seg: 78.0349, aux.loss_ce: 0.2805, aux.acc_seg: 75.4964, loss: 0.8714
2022-08-15 00:07:34,495 - mmseg - INFO - Iter [8650/160000] lr: 5.676e-05, eta: 19:28:24, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5831, decode.acc_seg: 78.9979, aux.loss_ce: 0.2813, aux.acc_seg: 75.4884, loss: 0.8643
2022-08-15 00:07:57,141 - mmseg - INFO - Iter [8700/160000] lr: 5.674e-05, eta: 19:27:52, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6059, decode.acc_seg: 77.8822, aux.loss_ce: 0.2885, aux.acc_seg: 75.0389, loss: 0.8944
2022-08-15 00:08:19,697 - mmseg - INFO - Iter [8750/160000] lr: 5.672e-05, eta: 19:27:18, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5695, decode.acc_seg: 78.0337, aux.loss_ce: 0.2751, aux.acc_seg: 74.8233, loss: 0.8446
2022-08-15 00:08:42,291 - mmseg - INFO - Iter [8800/160000] lr: 5.670e-05, eta: 19:26:46, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5551, decode.acc_seg: 79.0277, aux.loss_ce: 0.2686, aux.acc_seg: 75.8756, loss: 0.8237
2022-08-15 00:09:07,110 - mmseg - INFO - Iter [8850/160000] lr: 5.668e-05, eta: 19:26:51, time: 0.496, data_time: 0.052, memory: 15775, decode.loss_ce: 0.5612, decode.acc_seg: 78.5337, aux.loss_ce: 0.2670, aux.acc_seg: 76.0834, loss: 0.8283
2022-08-15 00:09:29,952 - mmseg - INFO - Iter [8900/160000] lr: 5.666e-05, eta: 19:26:22, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5595, decode.acc_seg: 78.7565, aux.loss_ce: 0.2701, aux.acc_seg: 76.2048, loss: 0.8296
2022-08-15 00:09:52,633 - mmseg - INFO - Iter [8950/160000] lr: 5.664e-05, eta: 19:25:51, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5426, decode.acc_seg: 79.6726, aux.loss_ce: 0.2663, aux.acc_seg: 76.9020, loss: 0.8089
2022-08-15 00:10:15,350 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:10:15,351 - mmseg - INFO - Iter [9000/160000] lr: 5.663e-05, eta: 19:25:21, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5467, decode.acc_seg: 78.8721, aux.loss_ce: 0.2642, aux.acc_seg: 75.8137, loss: 0.8109
2022-08-15 00:10:38,067 - mmseg - INFO - Iter [9050/160000] lr: 5.661e-05, eta: 19:24:50, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5722, decode.acc_seg: 78.9211, aux.loss_ce: 0.2799, aux.acc_seg: 75.8782, loss: 0.8520
2022-08-15 00:11:00,837 - mmseg - INFO - Iter [9100/160000] lr: 5.659e-05, eta: 19:24:21, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5487, decode.acc_seg: 78.8733, aux.loss_ce: 0.2678, aux.acc_seg: 76.1392, loss: 0.8165
2022-08-15 00:11:23,405 - mmseg - INFO - Iter [9150/160000] lr: 5.657e-05, eta: 19:23:48, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5692, decode.acc_seg: 79.0946, aux.loss_ce: 0.2754, aux.acc_seg: 76.1112, loss: 0.8447
2022-08-15 00:11:46,680 - mmseg - INFO - Iter [9200/160000] lr: 5.655e-05, eta: 19:23:27, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5511, decode.acc_seg: 79.3338, aux.loss_ce: 0.2669, aux.acc_seg: 76.3839, loss: 0.8180
2022-08-15 00:12:09,160 - mmseg - INFO - Iter [9250/160000] lr: 5.653e-05, eta: 19:22:53, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5600, decode.acc_seg: 79.4310, aux.loss_ce: 0.2678, aux.acc_seg: 76.4434, loss: 0.8278
2022-08-15 00:12:31,925 - mmseg - INFO - Iter [9300/160000] lr: 5.651e-05, eta: 19:22:24, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5800, decode.acc_seg: 78.0245, aux.loss_ce: 0.2752, aux.acc_seg: 75.3276, loss: 0.8552
2022-08-15 00:12:54,721 - mmseg - INFO - Iter [9350/160000] lr: 5.649e-05, eta: 19:21:55, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5777, decode.acc_seg: 78.2352, aux.loss_ce: 0.2838, aux.acc_seg: 74.7210, loss: 0.8615
2022-08-15 00:13:17,420 - mmseg - INFO - Iter [9400/160000] lr: 5.648e-05, eta: 19:21:25, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5830, decode.acc_seg: 77.7090, aux.loss_ce: 0.2748, aux.acc_seg: 75.1823, loss: 0.8577
2022-08-15 00:13:40,326 - mmseg - INFO - Iter [9450/160000] lr: 5.646e-05, eta: 19:20:58, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5634, decode.acc_seg: 78.4159, aux.loss_ce: 0.2714, aux.acc_seg: 75.3855, loss: 0.8348
2022-08-15 00:14:03,325 - mmseg - INFO - Iter [9500/160000] lr: 5.644e-05, eta: 19:20:33, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5563, decode.acc_seg: 78.9632, aux.loss_ce: 0.2661, aux.acc_seg: 76.3426, loss: 0.8224
2022-08-15 00:14:26,324 - mmseg - INFO - Iter [9550/160000] lr: 5.642e-05, eta: 19:20:08, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5826, decode.acc_seg: 78.4171, aux.loss_ce: 0.2819, aux.acc_seg: 75.0833, loss: 0.8644
2022-08-15 00:14:48,807 - mmseg - INFO - Iter [9600/160000] lr: 5.640e-05, eta: 19:19:34, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5428, decode.acc_seg: 79.8567, aux.loss_ce: 0.2608, aux.acc_seg: 77.5911, loss: 0.8036
2022-08-15 00:15:11,279 - mmseg - INFO - Iter [9650/160000] lr: 5.638e-05, eta: 19:19:01, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5599, decode.acc_seg: 79.2713, aux.loss_ce: 0.2697, aux.acc_seg: 76.1293, loss: 0.8296
2022-08-15 00:15:34,522 - mmseg - INFO - Iter [9700/160000] lr: 5.636e-05, eta: 19:18:39, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5981, decode.acc_seg: 77.5903, aux.loss_ce: 0.2865, aux.acc_seg: 74.4614, loss: 0.8846
2022-08-15 00:15:57,191 - mmseg - INFO - Iter [9750/160000] lr: 5.634e-05, eta: 19:18:09, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5886, decode.acc_seg: 78.1135, aux.loss_ce: 0.2822, aux.acc_seg: 75.5284, loss: 0.8708
2022-08-15 00:16:20,704 - mmseg - INFO - Iter [9800/160000] lr: 5.633e-05, eta: 19:17:52, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5651, decode.acc_seg: 79.0971, aux.loss_ce: 0.2750, aux.acc_seg: 75.9897, loss: 0.8401
2022-08-15 00:16:43,778 - mmseg - INFO - Iter [9850/160000] lr: 5.631e-05, eta: 19:17:28, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5522, decode.acc_seg: 79.2009, aux.loss_ce: 0.2581, aux.acc_seg: 77.4006, loss: 0.8104
2022-08-15 00:17:06,415 - mmseg - INFO - Iter [9900/160000] lr: 5.629e-05, eta: 19:16:58, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5804, decode.acc_seg: 78.6280, aux.loss_ce: 0.2756, aux.acc_seg: 75.9140, loss: 0.8560
2022-08-15 00:17:28,958 - mmseg - INFO - Iter [9950/160000] lr: 5.627e-05, eta: 19:16:26, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5390, decode.acc_seg: 79.0614, aux.loss_ce: 0.2661, aux.acc_seg: 75.6809, loss: 0.8051
2022-08-15 00:17:51,707 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:17:51,707 - mmseg - INFO - Iter [10000/160000] lr: 5.625e-05, eta: 19:15:57, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5460, decode.acc_seg: 79.8364, aux.loss_ce: 0.2651, aux.acc_seg: 77.0156, loss: 0.8111
2022-08-15 00:18:14,414 - mmseg - INFO - Iter [10050/160000] lr: 5.623e-05, eta: 19:15:28, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6255, decode.acc_seg: 76.9461, aux.loss_ce: 0.2969, aux.acc_seg: 74.0736, loss: 0.9224
2022-08-15 00:18:37,259 - mmseg - INFO - Iter [10100/160000] lr: 5.621e-05, eta: 19:15:01, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5901, decode.acc_seg: 78.0689, aux.loss_ce: 0.2792, aux.acc_seg: 75.5134, loss: 0.8693
2022-08-15 00:19:02,213 - mmseg - INFO - Iter [10150/160000] lr: 5.619e-05, eta: 19:15:05, time: 0.499, data_time: 0.049, memory: 15775, decode.loss_ce: 0.5413, decode.acc_seg: 79.5782, aux.loss_ce: 0.2660, aux.acc_seg: 76.4266, loss: 0.8074
2022-08-15 00:19:24,760 - mmseg - INFO - Iter [10200/160000] lr: 5.618e-05, eta: 19:14:33, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5151, decode.acc_seg: 80.4005, aux.loss_ce: 0.2517, aux.acc_seg: 77.3150, loss: 0.7668
2022-08-15 00:19:47,493 - mmseg - INFO - Iter [10250/160000] lr: 5.616e-05, eta: 19:14:04, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5454, decode.acc_seg: 79.7275, aux.loss_ce: 0.2646, aux.acc_seg: 76.5465, loss: 0.8100
2022-08-15 00:20:10,085 - mmseg - INFO - Iter [10300/160000] lr: 5.614e-05, eta: 19:13:33, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5285, decode.acc_seg: 79.8441, aux.loss_ce: 0.2572, aux.acc_seg: 76.9949, loss: 0.7857
2022-08-15 00:20:32,637 - mmseg - INFO - Iter [10350/160000] lr: 5.612e-05, eta: 19:13:02, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5765, decode.acc_seg: 78.8980, aux.loss_ce: 0.2816, aux.acc_seg: 75.4102, loss: 0.8581
2022-08-15 00:20:55,558 - mmseg - INFO - Iter [10400/160000] lr: 5.610e-05, eta: 19:12:36, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5548, decode.acc_seg: 79.3048, aux.loss_ce: 0.2654, aux.acc_seg: 76.2991, loss: 0.8203
2022-08-15 00:21:18,126 - mmseg - INFO - Iter [10450/160000] lr: 5.608e-05, eta: 19:12:05, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5574, decode.acc_seg: 79.1993, aux.loss_ce: 0.2706, aux.acc_seg: 76.0015, loss: 0.8280
2022-08-15 00:21:40,660 - mmseg - INFO - Iter [10500/160000] lr: 5.606e-05, eta: 19:11:34, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5506, decode.acc_seg: 79.3435, aux.loss_ce: 0.2694, aux.acc_seg: 76.2167, loss: 0.8200
2022-08-15 00:22:03,340 - mmseg - INFO - Iter [10550/160000] lr: 5.604e-05, eta: 19:11:05, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5352, decode.acc_seg: 79.8289, aux.loss_ce: 0.2541, aux.acc_seg: 77.3433, loss: 0.7893
2022-08-15 00:22:25,938 - mmseg - INFO - Iter [10600/160000] lr: 5.603e-05, eta: 19:10:34, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5375, decode.acc_seg: 79.5903, aux.loss_ce: 0.2658, aux.acc_seg: 76.6650, loss: 0.8033
2022-08-15 00:22:48,659 - mmseg - INFO - Iter [10650/160000] lr: 5.601e-05, eta: 19:10:06, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5326, decode.acc_seg: 79.8281, aux.loss_ce: 0.2588, aux.acc_seg: 76.9105, loss: 0.7914
2022-08-15 00:23:11,406 - mmseg - INFO - Iter [10700/160000] lr: 5.599e-05, eta: 19:09:38, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5520, decode.acc_seg: 79.0082, aux.loss_ce: 0.2719, aux.acc_seg: 75.4514, loss: 0.8239
2022-08-15 00:23:33,950 - mmseg - INFO - Iter [10750/160000] lr: 5.597e-05, eta: 19:09:07, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5335, decode.acc_seg: 79.6574, aux.loss_ce: 0.2552, aux.acc_seg: 76.8829, loss: 0.7887
2022-08-15 00:23:56,519 - mmseg - INFO - Iter [10800/160000] lr: 5.595e-05, eta: 19:08:37, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5309, decode.acc_seg: 79.8737, aux.loss_ce: 0.2568, aux.acc_seg: 77.1389, loss: 0.7877
2022-08-15 00:24:19,116 - mmseg - INFO - Iter [10850/160000] lr: 5.593e-05, eta: 19:08:07, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5522, decode.acc_seg: 79.3844, aux.loss_ce: 0.2609, aux.acc_seg: 76.4587, loss: 0.8131
2022-08-15 00:24:41,847 - mmseg - INFO - Iter [10900/160000] lr: 5.591e-05, eta: 19:07:39, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5803, decode.acc_seg: 78.7841, aux.loss_ce: 0.2779, aux.acc_seg: 75.8306, loss: 0.8581
2022-08-15 00:25:04,535 - mmseg - INFO - Iter [10950/160000] lr: 5.589e-05, eta: 19:07:10, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5462, decode.acc_seg: 79.2593, aux.loss_ce: 0.2620, aux.acc_seg: 76.6275, loss: 0.8082
2022-08-15 00:25:27,273 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:25:27,273 - mmseg - INFO - Iter [11000/160000] lr: 5.588e-05, eta: 19:06:42, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5342, decode.acc_seg: 79.4393, aux.loss_ce: 0.2577, aux.acc_seg: 76.6607, loss: 0.7920
2022-08-15 00:25:50,314 - mmseg - INFO - Iter [11050/160000] lr: 5.586e-05, eta: 19:06:18, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5729, decode.acc_seg: 78.8162, aux.loss_ce: 0.2746, aux.acc_seg: 75.8963, loss: 0.8475
2022-08-15 00:26:13,258 - mmseg - INFO - Iter [11100/160000] lr: 5.584e-05, eta: 19:05:53, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5412, decode.acc_seg: 79.1591, aux.loss_ce: 0.2582, aux.acc_seg: 76.4565, loss: 0.7993
2022-08-15 00:26:35,757 - mmseg - INFO - Iter [11150/160000] lr: 5.582e-05, eta: 19:05:22, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5337, decode.acc_seg: 79.9598, aux.loss_ce: 0.2556, aux.acc_seg: 77.4494, loss: 0.7893
2022-08-15 00:26:58,648 - mmseg - INFO - Iter [11200/160000] lr: 5.580e-05, eta: 19:04:57, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5185, decode.acc_seg: 80.3926, aux.loss_ce: 0.2539, aux.acc_seg: 77.2681, loss: 0.7724
2022-08-15 00:27:21,139 - mmseg - INFO - Iter [11250/160000] lr: 5.578e-05, eta: 19:04:26, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5369, decode.acc_seg: 79.4654, aux.loss_ce: 0.2586, aux.acc_seg: 76.6199, loss: 0.7956
2022-08-15 00:27:43,873 - mmseg - INFO - Iter [11300/160000] lr: 5.576e-05, eta: 19:03:58, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5719, decode.acc_seg: 78.8332, aux.loss_ce: 0.2746, aux.acc_seg: 75.8504, loss: 0.8465
2022-08-15 00:28:06,463 - mmseg - INFO - Iter [11350/160000] lr: 5.574e-05, eta: 19:03:29, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5721, decode.acc_seg: 79.2031, aux.loss_ce: 0.2663, aux.acc_seg: 76.5949, loss: 0.8384
2022-08-15 00:28:31,330 - mmseg - INFO - Iter [11400/160000] lr: 5.573e-05, eta: 19:03:29, time: 0.497, data_time: 0.053, memory: 15775, decode.loss_ce: 0.5374, decode.acc_seg: 79.7554, aux.loss_ce: 0.2583, aux.acc_seg: 76.9550, loss: 0.7956
2022-08-15 00:28:54,123 - mmseg - INFO - Iter [11450/160000] lr: 5.571e-05, eta: 19:03:02, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5068, decode.acc_seg: 80.2456, aux.loss_ce: 0.2455, aux.acc_seg: 77.4607, loss: 0.7523
2022-08-15 00:29:16,734 - mmseg - INFO - Iter [11500/160000] lr: 5.569e-05, eta: 19:02:33, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5062, decode.acc_seg: 80.6254, aux.loss_ce: 0.2443, aux.acc_seg: 77.8347, loss: 0.7506
2022-08-15 00:29:39,599 - mmseg - INFO - Iter [11550/160000] lr: 5.567e-05, eta: 19:02:07, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5525, decode.acc_seg: 79.2441, aux.loss_ce: 0.2673, aux.acc_seg: 76.0337, loss: 0.8199
2022-08-15 00:30:02,457 - mmseg - INFO - Iter [11600/160000] lr: 5.565e-05, eta: 19:01:41, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5029, decode.acc_seg: 81.4071, aux.loss_ce: 0.2463, aux.acc_seg: 78.1526, loss: 0.7492
2022-08-15 00:30:25,622 - mmseg - INFO - Iter [11650/160000] lr: 5.563e-05, eta: 19:01:19, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5066, decode.acc_seg: 80.9717, aux.loss_ce: 0.2455, aux.acc_seg: 77.7763, loss: 0.7522
2022-08-15 00:30:48,143 - mmseg - INFO - Iter [11700/160000] lr: 5.561e-05, eta: 19:00:49, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5347, decode.acc_seg: 79.6081, aux.loss_ce: 0.2585, aux.acc_seg: 76.7847, loss: 0.7932
2022-08-15 00:31:11,004 - mmseg - INFO - Iter [11750/160000] lr: 5.559e-05, eta: 19:00:23, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4926, decode.acc_seg: 81.3150, aux.loss_ce: 0.2399, aux.acc_seg: 78.3983, loss: 0.7324
2022-08-15 00:31:33,675 - mmseg - INFO - Iter [11800/160000] lr: 5.558e-05, eta: 18:59:55, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5200, decode.acc_seg: 80.5661, aux.loss_ce: 0.2585, aux.acc_seg: 77.2646, loss: 0.7786
2022-08-15 00:31:56,099 - mmseg - INFO - Iter [11850/160000] lr: 5.556e-05, eta: 18:59:24, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5323, decode.acc_seg: 80.1304, aux.loss_ce: 0.2568, aux.acc_seg: 77.2790, loss: 0.7891
2022-08-15 00:32:19,043 - mmseg - INFO - Iter [11900/160000] lr: 5.554e-05, eta: 18:58:59, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5281, decode.acc_seg: 80.3234, aux.loss_ce: 0.2546, aux.acc_seg: 77.2336, loss: 0.7827
2022-08-15 00:32:41,774 - mmseg - INFO - Iter [11950/160000] lr: 5.552e-05, eta: 18:58:32, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5660, decode.acc_seg: 78.5890, aux.loss_ce: 0.2666, aux.acc_seg: 76.0277, loss: 0.8325
2022-08-15 00:33:04,306 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:33:04,306 - mmseg - INFO - Iter [12000/160000] lr: 5.550e-05, eta: 18:58:02, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5375, decode.acc_seg: 79.7072, aux.loss_ce: 0.2528, aux.acc_seg: 77.2005, loss: 0.7903
2022-08-15 00:33:27,292 - mmseg - INFO - Iter [12050/160000] lr: 5.548e-05, eta: 18:57:38, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5094, decode.acc_seg: 80.3626, aux.loss_ce: 0.2479, aux.acc_seg: 77.1186, loss: 0.7573
2022-08-15 00:33:49,585 - mmseg - INFO - Iter [12100/160000] lr: 5.546e-05, eta: 18:57:05, time: 0.446, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5256, decode.acc_seg: 79.9937, aux.loss_ce: 0.2506, aux.acc_seg: 77.1458, loss: 0.7761
2022-08-15 00:34:12,392 - mmseg - INFO - Iter [12150/160000] lr: 5.544e-05, eta: 18:56:39, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4987, decode.acc_seg: 81.2280, aux.loss_ce: 0.2387, aux.acc_seg: 78.5547, loss: 0.7373
2022-08-15 00:34:34,934 - mmseg - INFO - Iter [12200/160000] lr: 5.543e-05, eta: 18:56:10, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5240, decode.acc_seg: 79.9488, aux.loss_ce: 0.2512, aux.acc_seg: 77.3890, loss: 0.7752
2022-08-15 00:34:58,353 - mmseg - INFO - Iter [12250/160000] lr: 5.541e-05, eta: 18:55:51, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5128, decode.acc_seg: 80.1533, aux.loss_ce: 0.2501, aux.acc_seg: 77.3860, loss: 0.7629
2022-08-15 00:35:20,811 - mmseg - INFO - Iter [12300/160000] lr: 5.539e-05, eta: 18:55:21, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5138, decode.acc_seg: 79.8633, aux.loss_ce: 0.2433, aux.acc_seg: 77.4803, loss: 0.7571
2022-08-15 00:35:43,202 - mmseg - INFO - Iter [12350/160000] lr: 5.537e-05, eta: 18:54:49, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5453, decode.acc_seg: 79.1398, aux.loss_ce: 0.2589, aux.acc_seg: 76.8235, loss: 0.8042
2022-08-15 00:36:05,760 - mmseg - INFO - Iter [12400/160000] lr: 5.535e-05, eta: 18:54:21, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5542, decode.acc_seg: 78.2485, aux.loss_ce: 0.2592, aux.acc_seg: 75.9471, loss: 0.8133
2022-08-15 00:36:29,361 - mmseg - INFO - Iter [12450/160000] lr: 5.533e-05, eta: 18:54:04, time: 0.472, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4976, decode.acc_seg: 80.8190, aux.loss_ce: 0.2397, aux.acc_seg: 78.0565, loss: 0.7373
2022-08-15 00:36:52,198 - mmseg - INFO - Iter [12500/160000] lr: 5.531e-05, eta: 18:53:38, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5462, decode.acc_seg: 79.8352, aux.loss_ce: 0.2599, aux.acc_seg: 77.0615, loss: 0.8061
2022-08-15 00:37:14,607 - mmseg - INFO - Iter [12550/160000] lr: 5.529e-05, eta: 18:53:08, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5363, decode.acc_seg: 79.8341, aux.loss_ce: 0.2602, aux.acc_seg: 76.5916, loss: 0.7965
2022-08-15 00:37:37,406 - mmseg - INFO - Iter [12600/160000] lr: 5.528e-05, eta: 18:52:42, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5401, decode.acc_seg: 79.2140, aux.loss_ce: 0.2552, aux.acc_seg: 77.0547, loss: 0.7953
2022-08-15 00:38:02,505 - mmseg - INFO - Iter [12650/160000] lr: 5.526e-05, eta: 18:52:42, time: 0.502, data_time: 0.050, memory: 15775, decode.loss_ce: 0.5152, decode.acc_seg: 80.5312, aux.loss_ce: 0.2492, aux.acc_seg: 77.6177, loss: 0.7644
2022-08-15 00:38:24,943 - mmseg - INFO - Iter [12700/160000] lr: 5.524e-05, eta: 18:52:12, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5195, decode.acc_seg: 80.1820, aux.loss_ce: 0.2522, aux.acc_seg: 77.1963, loss: 0.7717
2022-08-15 00:38:48,017 - mmseg - INFO - Iter [12750/160000] lr: 5.522e-05, eta: 18:51:49, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5253, decode.acc_seg: 80.4848, aux.loss_ce: 0.2564, aux.acc_seg: 77.2405, loss: 0.7817
2022-08-15 00:39:10,435 - mmseg - INFO - Iter [12800/160000] lr: 5.520e-05, eta: 18:51:19, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5151, decode.acc_seg: 80.4820, aux.loss_ce: 0.2476, aux.acc_seg: 78.0846, loss: 0.7627
2022-08-15 00:39:33,177 - mmseg - INFO - Iter [12850/160000] lr: 5.518e-05, eta: 18:50:52, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4957, decode.acc_seg: 80.3332, aux.loss_ce: 0.2421, aux.acc_seg: 77.3182, loss: 0.7378
2022-08-15 00:39:56,019 - mmseg - INFO - Iter [12900/160000] lr: 5.516e-05, eta: 18:50:26, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4879, decode.acc_seg: 81.6832, aux.loss_ce: 0.2356, aux.acc_seg: 78.6532, loss: 0.7236
2022-08-15 00:40:18,834 - mmseg - INFO - Iter [12950/160000] lr: 5.514e-05, eta: 18:50:01, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4931, decode.acc_seg: 81.5289, aux.loss_ce: 0.2449, aux.acc_seg: 78.1458, loss: 0.7379
2022-08-15 00:40:41,311 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:40:41,312 - mmseg - INFO - Iter [13000/160000] lr: 5.513e-05, eta: 18:49:31, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4986, decode.acc_seg: 80.9290, aux.loss_ce: 0.2457, aux.acc_seg: 77.7132, loss: 0.7443
2022-08-15 00:41:04,473 - mmseg - INFO - Iter [13050/160000] lr: 5.511e-05, eta: 18:49:09, time: 0.463, data_time: 0.007, memory: 15775, decode.loss_ce: 0.5086, decode.acc_seg: 80.3085, aux.loss_ce: 0.2471, aux.acc_seg: 77.5965, loss: 0.7557
2022-08-15 00:41:27,102 - mmseg - INFO - Iter [13100/160000] lr: 5.509e-05, eta: 18:48:42, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4889, decode.acc_seg: 81.2263, aux.loss_ce: 0.2365, aux.acc_seg: 78.5119, loss: 0.7254
2022-08-15 00:41:49,695 - mmseg - INFO - Iter [13150/160000] lr: 5.507e-05, eta: 18:48:13, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5182, decode.acc_seg: 79.9098, aux.loss_ce: 0.2500, aux.acc_seg: 76.8549, loss: 0.7682
2022-08-15 00:42:12,229 - mmseg - INFO - Iter [13200/160000] lr: 5.505e-05, eta: 18:47:45, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5027, decode.acc_seg: 80.3076, aux.loss_ce: 0.2432, aux.acc_seg: 77.4477, loss: 0.7459
2022-08-15 00:42:34,579 - mmseg - INFO - Iter [13250/160000] lr: 5.503e-05, eta: 18:47:14, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5441, decode.acc_seg: 79.0873, aux.loss_ce: 0.2564, aux.acc_seg: 76.8562, loss: 0.8005
2022-08-15 00:42:57,264 - mmseg - INFO - Iter [13300/160000] lr: 5.501e-05, eta: 18:46:47, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5042, decode.acc_seg: 81.2278, aux.loss_ce: 0.2444, aux.acc_seg: 78.1481, loss: 0.7485
2022-08-15 00:43:19,940 - mmseg - INFO - Iter [13350/160000] lr: 5.499e-05, eta: 18:46:20, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4996, decode.acc_seg: 80.8428, aux.loss_ce: 0.2411, aux.acc_seg: 78.1502, loss: 0.7406
2022-08-15 00:43:42,578 - mmseg - INFO - Iter [13400/160000] lr: 5.498e-05, eta: 18:45:52, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5073, decode.acc_seg: 81.0031, aux.loss_ce: 0.2439, aux.acc_seg: 78.1915, loss: 0.7511
2022-08-15 00:44:05,165 - mmseg - INFO - Iter [13450/160000] lr: 5.496e-05, eta: 18:45:24, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4861, decode.acc_seg: 81.2413, aux.loss_ce: 0.2355, aux.acc_seg: 78.5692, loss: 0.7216
2022-08-15 00:44:28,380 - mmseg - INFO - Iter [13500/160000] lr: 5.494e-05, eta: 18:45:03, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5237, decode.acc_seg: 79.9381, aux.loss_ce: 0.2485, aux.acc_seg: 77.0546, loss: 0.7721
2022-08-15 00:44:50,964 - mmseg - INFO - Iter [13550/160000] lr: 5.492e-05, eta: 18:44:35, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4980, decode.acc_seg: 80.5415, aux.loss_ce: 0.2409, aux.acc_seg: 77.2939, loss: 0.7389
2022-08-15 00:45:13,353 - mmseg - INFO - Iter [13600/160000] lr: 5.490e-05, eta: 18:44:05, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5138, decode.acc_seg: 80.1796, aux.loss_ce: 0.2449, aux.acc_seg: 77.9739, loss: 0.7587
2022-08-15 00:45:35,780 - mmseg - INFO - Iter [13650/160000] lr: 5.488e-05, eta: 18:43:36, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5366, decode.acc_seg: 80.3879, aux.loss_ce: 0.2532, aux.acc_seg: 78.0218, loss: 0.7898
2022-08-15 00:45:58,304 - mmseg - INFO - Iter [13700/160000] lr: 5.486e-05, eta: 18:43:07, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4991, decode.acc_seg: 81.4559, aux.loss_ce: 0.2401, aux.acc_seg: 78.6949, loss: 0.7392
2022-08-15 00:46:20,688 - mmseg - INFO - Iter [13750/160000] lr: 5.484e-05, eta: 18:42:37, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5313, decode.acc_seg: 79.7783, aux.loss_ce: 0.2548, aux.acc_seg: 76.9847, loss: 0.7861
2022-08-15 00:46:43,354 - mmseg - INFO - Iter [13800/160000] lr: 5.483e-05, eta: 18:42:10, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5178, decode.acc_seg: 80.2640, aux.loss_ce: 0.2511, aux.acc_seg: 77.5294, loss: 0.7689
2022-08-15 00:47:05,919 - mmseg - INFO - Iter [13850/160000] lr: 5.481e-05, eta: 18:41:43, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4961, decode.acc_seg: 81.0971, aux.loss_ce: 0.2404, aux.acc_seg: 78.2727, loss: 0.7365
2022-08-15 00:47:30,820 - mmseg - INFO - Iter [13900/160000] lr: 5.479e-05, eta: 18:41:39, time: 0.498, data_time: 0.049, memory: 15775, decode.loss_ce: 0.5114, decode.acc_seg: 80.0596, aux.loss_ce: 0.2457, aux.acc_seg: 77.2995, loss: 0.7571
2022-08-15 00:47:53,570 - mmseg - INFO - Iter [13950/160000] lr: 5.477e-05, eta: 18:41:13, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4704, decode.acc_seg: 81.9939, aux.loss_ce: 0.2345, aux.acc_seg: 78.7407, loss: 0.7049
2022-08-15 00:48:16,105 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:48:16,105 - mmseg - INFO - Iter [14000/160000] lr: 5.475e-05, eta: 18:40:45, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4976, decode.acc_seg: 80.7704, aux.loss_ce: 0.2437, aux.acc_seg: 78.0173, loss: 0.7414
2022-08-15 00:48:38,624 - mmseg - INFO - Iter [14050/160000] lr: 5.473e-05, eta: 18:40:17, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4737, decode.acc_seg: 81.8994, aux.loss_ce: 0.2320, aux.acc_seg: 79.0837, loss: 0.7056
2022-08-15 00:49:01,653 - mmseg - INFO - Iter [14100/160000] lr: 5.471e-05, eta: 18:39:54, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4835, decode.acc_seg: 81.6246, aux.loss_ce: 0.2366, aux.acc_seg: 78.5199, loss: 0.7201
2022-08-15 00:49:24,033 - mmseg - INFO - Iter [14150/160000] lr: 5.469e-05, eta: 18:39:24, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4862, decode.acc_seg: 81.3409, aux.loss_ce: 0.2343, aux.acc_seg: 78.5154, loss: 0.7206
2022-08-15 00:49:47,132 - mmseg - INFO - Iter [14200/160000] lr: 5.468e-05, eta: 18:39:02, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4926, decode.acc_seg: 80.8506, aux.loss_ce: 0.2321, aux.acc_seg: 78.5060, loss: 0.7247
2022-08-15 00:50:09,852 - mmseg - INFO - Iter [14250/160000] lr: 5.466e-05, eta: 18:38:36, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4795, decode.acc_seg: 81.7120, aux.loss_ce: 0.2317, aux.acc_seg: 79.1911, loss: 0.7112
2022-08-15 00:50:32,409 - mmseg - INFO - Iter [14300/160000] lr: 5.464e-05, eta: 18:38:08, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5218, decode.acc_seg: 80.8000, aux.loss_ce: 0.2523, aux.acc_seg: 77.8146, loss: 0.7741
2022-08-15 00:50:54,744 - mmseg - INFO - Iter [14350/160000] lr: 5.462e-05, eta: 18:37:38, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5080, decode.acc_seg: 80.7110, aux.loss_ce: 0.2472, aux.acc_seg: 77.4738, loss: 0.7551
2022-08-15 00:51:17,257 - mmseg - INFO - Iter [14400/160000] lr: 5.460e-05, eta: 18:37:10, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5106, decode.acc_seg: 80.4629, aux.loss_ce: 0.2438, aux.acc_seg: 78.1156, loss: 0.7544
2022-08-15 00:51:39,660 - mmseg - INFO - Iter [14450/160000] lr: 5.458e-05, eta: 18:36:40, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4991, decode.acc_seg: 80.8215, aux.loss_ce: 0.2488, aux.acc_seg: 77.6944, loss: 0.7479
2022-08-15 00:52:02,386 - mmseg - INFO - Iter [14500/160000] lr: 5.456e-05, eta: 18:36:14, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5083, decode.acc_seg: 80.7000, aux.loss_ce: 0.2490, aux.acc_seg: 77.8600, loss: 0.7573
2022-08-15 00:52:24,900 - mmseg - INFO - Iter [14550/160000] lr: 5.454e-05, eta: 18:35:46, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4876, decode.acc_seg: 81.2976, aux.loss_ce: 0.2345, aux.acc_seg: 78.9980, loss: 0.7221
2022-08-15 00:52:47,668 - mmseg - INFO - Iter [14600/160000] lr: 5.453e-05, eta: 18:35:21, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4865, decode.acc_seg: 81.5904, aux.loss_ce: 0.2349, aux.acc_seg: 78.9227, loss: 0.7213
2022-08-15 00:53:10,307 - mmseg - INFO - Iter [14650/160000] lr: 5.451e-05, eta: 18:34:54, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5485, decode.acc_seg: 79.1373, aux.loss_ce: 0.2616, aux.acc_seg: 76.1255, loss: 0.8101
2022-08-15 00:53:33,568 - mmseg - INFO - Iter [14700/160000] lr: 5.449e-05, eta: 18:34:34, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4904, decode.acc_seg: 81.6457, aux.loss_ce: 0.2325, aux.acc_seg: 79.0247, loss: 0.7229
2022-08-15 00:53:56,088 - mmseg - INFO - Iter [14750/160000] lr: 5.447e-05, eta: 18:34:06, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4918, decode.acc_seg: 81.2383, aux.loss_ce: 0.2362, aux.acc_seg: 78.7467, loss: 0.7281
2022-08-15 00:54:18,573 - mmseg - INFO - Iter [14800/160000] lr: 5.445e-05, eta: 18:33:38, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5078, decode.acc_seg: 80.6593, aux.loss_ce: 0.2503, aux.acc_seg: 77.0716, loss: 0.7581
2022-08-15 00:54:41,137 - mmseg - INFO - Iter [14850/160000] lr: 5.443e-05, eta: 18:33:10, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4814, decode.acc_seg: 81.3600, aux.loss_ce: 0.2352, aux.acc_seg: 78.4522, loss: 0.7166
2022-08-15 00:55:03,840 - mmseg - INFO - Iter [14900/160000] lr: 5.441e-05, eta: 18:32:44, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5105, decode.acc_seg: 80.5678, aux.loss_ce: 0.2451, aux.acc_seg: 77.9146, loss: 0.7556
2022-08-15 00:55:26,482 - mmseg - INFO - Iter [14950/160000] lr: 5.439e-05, eta: 18:32:18, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5225, decode.acc_seg: 80.2274, aux.loss_ce: 0.2498, aux.acc_seg: 77.5332, loss: 0.7723
2022-08-15 00:55:49,431 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 00:55:49,431 - mmseg - INFO - Iter [15000/160000] lr: 5.438e-05, eta: 18:31:54, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4847, decode.acc_seg: 80.7516, aux.loss_ce: 0.2335, aux.acc_seg: 78.2163, loss: 0.7182
2022-08-15 00:56:12,301 - mmseg - INFO - Iter [15050/160000] lr: 5.436e-05, eta: 18:31:30, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4619, decode.acc_seg: 82.1975, aux.loss_ce: 0.2306, aux.acc_seg: 79.0944, loss: 0.6925
2022-08-15 00:56:35,065 - mmseg - INFO - Iter [15100/160000] lr: 5.434e-05, eta: 18:31:04, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4960, decode.acc_seg: 80.3818, aux.loss_ce: 0.2402, aux.acc_seg: 77.8859, loss: 0.7362
2022-08-15 00:56:57,458 - mmseg - INFO - Iter [15150/160000] lr: 5.432e-05, eta: 18:30:36, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4911, decode.acc_seg: 80.7971, aux.loss_ce: 0.2385, aux.acc_seg: 78.2886, loss: 0.7296
2022-08-15 00:57:22,317 - mmseg - INFO - Iter [15200/160000] lr: 5.430e-05, eta: 18:30:30, time: 0.498, data_time: 0.051, memory: 15775, decode.loss_ce: 0.4470, decode.acc_seg: 82.2634, aux.loss_ce: 0.2188, aux.acc_seg: 79.8363, loss: 0.6657
2022-08-15 00:57:44,582 - mmseg - INFO - Iter [15250/160000] lr: 5.428e-05, eta: 18:30:00, time: 0.445, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4976, decode.acc_seg: 81.0810, aux.loss_ce: 0.2388, aux.acc_seg: 78.4924, loss: 0.7364
2022-08-15 00:58:07,157 - mmseg - INFO - Iter [15300/160000] lr: 5.426e-05, eta: 18:29:33, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4556, decode.acc_seg: 81.8529, aux.loss_ce: 0.2227, aux.acc_seg: 79.2573, loss: 0.6783
2022-08-15 00:58:30,007 - mmseg - INFO - Iter [15350/160000] lr: 5.424e-05, eta: 18:29:09, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4817, decode.acc_seg: 81.0139, aux.loss_ce: 0.2421, aux.acc_seg: 77.6838, loss: 0.7238
2022-08-15 00:58:52,687 - mmseg - INFO - Iter [15400/160000] lr: 5.423e-05, eta: 18:28:43, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4938, decode.acc_seg: 81.1643, aux.loss_ce: 0.2344, aux.acc_seg: 78.5977, loss: 0.7282
2022-08-15 00:59:15,320 - mmseg - INFO - Iter [15450/160000] lr: 5.421e-05, eta: 18:28:16, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4912, decode.acc_seg: 81.1502, aux.loss_ce: 0.2353, aux.acc_seg: 78.5498, loss: 0.7266
2022-08-15 00:59:38,016 - mmseg - INFO - Iter [15500/160000] lr: 5.419e-05, eta: 18:27:50, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4777, decode.acc_seg: 81.2138, aux.loss_ce: 0.2283, aux.acc_seg: 78.8952, loss: 0.7059
2022-08-15 01:00:00,677 - mmseg - INFO - Iter [15550/160000] lr: 5.417e-05, eta: 18:27:24, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4958, decode.acc_seg: 80.7143, aux.loss_ce: 0.2394, aux.acc_seg: 78.2090, loss: 0.7352
2022-08-15 01:00:23,231 - mmseg - INFO - Iter [15600/160000] lr: 5.415e-05, eta: 18:26:57, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4750, decode.acc_seg: 81.4757, aux.loss_ce: 0.2338, aux.acc_seg: 78.4255, loss: 0.7088
2022-08-15 01:00:45,749 - mmseg - INFO - Iter [15650/160000] lr: 5.413e-05, eta: 18:26:30, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4661, decode.acc_seg: 82.1126, aux.loss_ce: 0.2236, aux.acc_seg: 79.5188, loss: 0.6897
2022-08-15 01:01:08,266 - mmseg - INFO - Iter [15700/160000] lr: 5.411e-05, eta: 18:26:02, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4893, decode.acc_seg: 81.0407, aux.loss_ce: 0.2391, aux.acc_seg: 78.2198, loss: 0.7285
2022-08-15 01:01:30,860 - mmseg - INFO - Iter [15750/160000] lr: 5.409e-05, eta: 18:25:36, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5046, decode.acc_seg: 81.1307, aux.loss_ce: 0.2418, aux.acc_seg: 78.6672, loss: 0.7464
2022-08-15 01:01:53,248 - mmseg - INFO - Iter [15800/160000] lr: 5.408e-05, eta: 18:25:07, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4907, decode.acc_seg: 80.8061, aux.loss_ce: 0.2408, aux.acc_seg: 78.2377, loss: 0.7315
2022-08-15 01:02:15,925 - mmseg - INFO - Iter [15850/160000] lr: 5.406e-05, eta: 18:24:41, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4779, decode.acc_seg: 80.9363, aux.loss_ce: 0.2345, aux.acc_seg: 77.9075, loss: 0.7124
2022-08-15 01:02:38,546 - mmseg - INFO - Iter [15900/160000] lr: 5.404e-05, eta: 18:24:15, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4929, decode.acc_seg: 81.1254, aux.loss_ce: 0.2383, aux.acc_seg: 78.4917, loss: 0.7312
2022-08-15 01:03:01,901 - mmseg - INFO - Iter [15950/160000] lr: 5.402e-05, eta: 18:23:55, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4814, decode.acc_seg: 81.1998, aux.loss_ce: 0.2382, aux.acc_seg: 78.0746, loss: 0.7196
2022-08-15 01:03:24,623 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-15 01:03:27,159 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:03:27,159 - mmseg - INFO - Iter [16000/160000] lr: 5.400e-05, eta: 18:23:53, time: 0.506, data_time: 0.006, memory: 15775, decode.loss_ce: 0.4811, decode.acc_seg: 81.5401, aux.loss_ce: 0.2349, aux.acc_seg: 78.9308, loss: 0.7160
2022-08-15 01:14:02,061 - mmseg - INFO - per class results:
2022-08-15 01:14:02,068 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 74.41 | 86.35 |
| building | 82.12 | 91.55 |
| sky | 93.98 | 97.01 |
| floor | 78.22 | 84.3 |
| tree | 73.54 | 87.33 |
| ceiling | 80.39 | 87.51 |
| road | 79.45 | 91.05 |
| bed | 86.04 | 94.97 |
| windowpane | 59.92 | 77.81 |
| grass | 66.4 | 79.15 |
| cabinet | 54.88 | 65.78 |
| sidewalk | 58.72 | 69.26 |
| person | 78.0 | 89.73 |
| earth | 33.26 | 44.35 |
| door | 37.95 | 44.6 |
| table | 53.24 | 72.12 |
| mountain | 50.89 | 72.45 |
| plant | 51.23 | 62.73 |
| curtain | 69.5 | 83.88 |
| chair | 51.59 | 67.95 |
| car | 82.71 | 90.55 |
| water | 51.53 | 67.65 |
| painting | 66.6 | 85.49 |
| sofa | 62.17 | 79.3 |
| shelf | 43.17 | 63.22 |
| house | 50.42 | 70.41 |
| sea | 57.29 | 82.03 |
| mirror | 57.7 | 68.18 |
| rug | 55.81 | 85.98 |
| field | 30.4 | 60.23 |
| armchair | 35.63 | 57.22 |
| seat | 64.0 | 84.42 |
| fence | 44.58 | 60.89 |
| desk | 39.79 | 50.21 |
| rock | 48.9 | 59.75 |
| wardrobe | 51.53 | 78.06 |
| lamp | 54.75 | 70.69 |
| bathtub | 71.26 | 82.63 |
| railing | 34.07 | 45.14 |
| cushion | 53.23 | 69.25 |
| base | 26.57 | 46.8 |
| box | 21.2 | 26.41 |
| column | 44.57 | 54.04 |
| signboard | 34.43 | 43.53 |
| chest of drawers | 35.88 | 47.59 |
| counter | 32.19 | 48.55 |
| sand | 38.1 | 52.49 |
| sink | 63.48 | 70.91 |
| skyscraper | 64.75 | 94.07 |
| fireplace | 59.12 | 91.65 |
| refrigerator | 54.08 | 88.75 |
| grandstand | 38.62 | 74.41 |
| path | 21.59 | 31.1 |
| stairs | 23.54 | 27.93 |
| runway | 69.31 | 95.97 |
| case | 49.41 | 70.62 |
| pool table | 90.44 | 97.02 |
| pillow | 51.97 | 62.63 |
| screen door | 60.25 | 82.56 |
| stairway | 34.85 | 49.49 |
| river | 18.84 | 29.53 |
| bridge | 54.57 | 73.81 |
| bookcase | 31.59 | 45.13 |
| blind | 34.44 | 37.43 |
| coffee table | 44.06 | 83.43 |
| toilet | 72.97 | 92.77 |
| flower | 32.91 | 50.05 |
| book | 42.6 | 63.47 |
| hill | 4.98 | 7.86 |
| bench | 43.67 | 49.8 |
| countertop | 50.05 | 61.42 |
| stove | 58.12 | 88.8 |
| palm | 47.71 | 74.31 |
| kitchen island | 27.72 | 67.11 |
| computer | 65.7 | 82.13 |
| swivel chair | 45.1 | 65.1 |
| boat | 46.93 | 63.98 |
| bar | 36.17 | 45.78 |
| arcade machine | 78.86 | 93.06 |
| hovel | 45.55 | 52.66 |
| bus | 83.15 | 93.82 |
| towel | 56.48 | 71.4 |
| light | 34.11 | 36.16 |
| truck | 31.72 | 48.72 |
| tower | 39.34 | 76.75 |
| chandelier | 61.93 | 78.39 |
| awning | 24.34 | 26.52 |
| streetlight | 19.24 | 32.22 |
| booth | 23.99 | 38.83 |
| television receiver | 62.54 | 78.16 |
| airplane | 53.72 | 67.62 |
| dirt track | 0.04 | 0.11 |
| apparel | 33.13 | 51.04 |
| pole | 8.27 | 10.13 |
| land | 13.25 | 26.56 |
| bannister | 7.96 | 11.83 |
| escalator | 50.04 | 78.08 |
| ottoman | 35.59 | 53.53 |
| bottle | 32.95 | 48.2 |
| buffet | 45.7 | 59.22 |
| poster | 9.38 | 10.2 |
| stage | 14.38 | 30.33 |
| van | 42.48 | 58.85 |
| ship | 64.54 | 88.44 |
| fountain | 23.09 | 23.27 |
| conveyer belt | 58.94 | 93.29 |
| canopy | 17.07 | 32.96 |
| washer | 76.73 | 86.42 |
| plaything | 31.31 | 51.6 |
| swimming pool | 44.19 | 71.04 |
| stool | 36.88 | 50.44 |
| barrel | 43.28 | 65.09 |
| basket | 29.61 | 40.46 |
| waterfall | 70.4 | 90.47 |
| tent | 93.73 | 98.05 |
| bag | 4.81 | 5.19 |
| minibike | 68.43 | 81.98 |
| cradle | 73.78 | 95.25 |
| oven | 9.57 | 22.04 |
| ball | 42.18 | 64.21 |
| food | 48.01 | 60.74 |
| step | 2.46 | 2.6 |
| tank | 44.46 | 55.7 |
| trade name | 28.5 | 34.28 |
| microwave | 49.68 | 60.22 |
| pot | 40.13 | 48.84 |
| animal | 53.94 | 56.71 |
| bicycle | 51.35 | 68.38 |
| lake | 0.84 | 0.94 |
| dishwasher | 38.03 | 48.72 |
| screen | 69.52 | 88.48 |
| blanket | 6.07 | 7.92 |
| sculpture | 51.27 | 72.37 |
| hood | 50.25 | 54.42 |
| sconce | 24.15 | 27.52 |
| vase | 26.46 | 53.16 |
| traffic light | 21.52 | 39.43 |
| tray | 2.87 | 3.81 |
| ashcan | 36.22 | 52.23 |
| fan | 52.43 | 62.93 |
| pier | 34.39 | 43.43 |
| crt screen | 0.03 | 0.06 |
| plate | 50.44 | 69.01 |
| monitor | 27.75 | 49.79 |
| bulletin board | 51.85 | 62.9 |
| shower | 0.0 | 0.0 |
| radiator | 55.36 | 65.45 |
| glass | 10.63 | 11.43 |
| clock | 26.56 | 29.76 |
| flag | 45.44 | 51.06 |
+---------------------+-------+-------+
2022-08-15 01:14:02,068 - mmseg - INFO - Summary:
2022-08-15 01:14:02,069 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 80.92 | 44.93 | 59.16 |
+-------+-------+-------+
2022-08-15 01:14:02,082 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:14:02,082 - mmseg - INFO - Iter(val) [250] aAcc: 0.8092, mIoU: 0.4493, mAcc: 0.5916, IoU.wall: 0.7441, IoU.building: 0.8212, IoU.sky: 0.9398, IoU.floor: 0.7822, IoU.tree: 0.7354, IoU.ceiling: 0.8039, IoU.road: 0.7945, IoU.bed : 0.8604, IoU.windowpane: 0.5992, IoU.grass: 0.6640, IoU.cabinet: 0.5488, IoU.sidewalk: 0.5872, IoU.person: 0.7800, IoU.earth: 0.3326, IoU.door: 0.3795, IoU.table: 0.5324, IoU.mountain: 0.5089, IoU.plant: 0.5123, IoU.curtain: 0.6950, IoU.chair: 0.5159, IoU.car: 0.8271, IoU.water: 0.5153, IoU.painting: 0.6660, IoU.sofa: 0.6217, IoU.shelf: 0.4317, IoU.house: 0.5042, IoU.sea: 0.5729, IoU.mirror: 0.5770, IoU.rug: 0.5581, IoU.field: 0.3040, IoU.armchair: 0.3563, IoU.seat: 0.6400, IoU.fence: 0.4458, IoU.desk: 0.3979, IoU.rock: 0.4890, IoU.wardrobe: 0.5153, IoU.lamp: 0.5475, IoU.bathtub: 0.7126, IoU.railing: 0.3407, IoU.cushion: 0.5323, IoU.base: 0.2657, IoU.box: 0.2120, IoU.column: 0.4457, IoU.signboard: 0.3443, IoU.chest of drawers: 0.3588, IoU.counter: 0.3219, IoU.sand: 0.3810, IoU.sink: 0.6348, IoU.skyscraper: 0.6475, IoU.fireplace: 0.5912, IoU.refrigerator: 0.5408, IoU.grandstand: 0.3862, IoU.path: 0.2159, IoU.stairs: 0.2354, IoU.runway: 0.6931, IoU.case: 0.4941, IoU.pool table: 0.9044, IoU.pillow: 0.5197, IoU.screen door: 0.6025, IoU.stairway: 0.3485, IoU.river: 0.1884, IoU.bridge: 0.5457, IoU.bookcase: 0.3159, IoU.blind: 0.3444, IoU.coffee table: 0.4406, IoU.toilet: 0.7297, IoU.flower: 0.3291, IoU.book: 0.4260, IoU.hill: 0.0498, IoU.bench: 0.4367, IoU.countertop: 0.5005, IoU.stove: 0.5812, IoU.palm: 0.4771, IoU.kitchen island: 0.2772, IoU.computer: 0.6570, IoU.swivel chair: 0.4510, IoU.boat: 0.4693, IoU.bar: 0.3617, IoU.arcade machine: 0.7886, IoU.hovel: 0.4555, IoU.bus: 0.8315, IoU.towel: 0.5648, IoU.light: 0.3411, IoU.truck: 0.3172, IoU.tower: 0.3934, IoU.chandelier: 0.6193, IoU.awning: 0.2434, IoU.streetlight: 0.1924, IoU.booth: 0.2399, IoU.television receiver: 0.6254, IoU.airplane: 0.5372, IoU.dirt track: 0.0004, IoU.apparel: 0.3313, IoU.pole: 0.0827, IoU.land: 0.1325, IoU.bannister: 0.0796, IoU.escalator: 0.5004, IoU.ottoman: 0.3559, IoU.bottle: 0.3295, IoU.buffet: 0.4570, IoU.poster: 0.0938, IoU.stage: 0.1438, IoU.van: 0.4248, IoU.ship: 0.6454, IoU.fountain: 0.2309, IoU.conveyer belt: 0.5894, IoU.canopy: 0.1707, IoU.washer: 0.7673, IoU.plaything: 0.3131, IoU.swimming pool: 0.4419, IoU.stool: 0.3688, IoU.barrel: 0.4328, IoU.basket: 0.2961, IoU.waterfall: 0.7040, IoU.tent: 0.9373, IoU.bag: 0.0481, IoU.minibike: 0.6843, IoU.cradle: 0.7378, IoU.oven: 0.0957, IoU.ball: 0.4218, IoU.food: 0.4801, IoU.step: 0.0246, IoU.tank: 0.4446, IoU.trade name: 0.2850, IoU.microwave: 0.4968, IoU.pot: 0.4013, IoU.animal: 0.5394, IoU.bicycle: 0.5135, IoU.lake: 0.0084, IoU.dishwasher: 0.3803, IoU.screen: 0.6952, IoU.blanket: 0.0607, IoU.sculpture: 0.5127, IoU.hood: 0.5025, IoU.sconce: 0.2415, IoU.vase: 0.2646, IoU.traffic light: 0.2152, IoU.tray: 0.0287, IoU.ashcan: 0.3622, IoU.fan: 0.5243, IoU.pier: 0.3439, IoU.crt screen: 0.0003, IoU.plate: 0.5044, IoU.monitor: 0.2775, IoU.bulletin board: 0.5185, IoU.shower: 0.0000, IoU.radiator: 0.5536, IoU.glass: 0.1063, IoU.clock: 0.2656, IoU.flag: 0.4544, Acc.wall: 0.8635, Acc.building: 0.9155, Acc.sky: 0.9701, Acc.floor: 0.8430, Acc.tree: 0.8733, Acc.ceiling: 0.8751, Acc.road: 0.9105, Acc.bed : 0.9497, Acc.windowpane: 0.7781, Acc.grass: 0.7915, Acc.cabinet: 0.6578, Acc.sidewalk: 0.6926, Acc.person: 0.8973, Acc.earth: 0.4435, Acc.door: 0.4460, Acc.table: 0.7212, Acc.mountain: 0.7245, Acc.plant: 0.6273, Acc.curtain: 0.8388, Acc.chair: 0.6795, Acc.car: 0.9055, Acc.water: 0.6765, Acc.painting: 0.8549, Acc.sofa: 0.7930, Acc.shelf: 0.6322, Acc.house: 0.7041, Acc.sea: 0.8203, Acc.mirror: 0.6818, Acc.rug: 0.8598, Acc.field: 0.6023, Acc.armchair: 0.5722, Acc.seat: 0.8442, Acc.fence: 0.6089, Acc.desk: 0.5021, Acc.rock: 0.5975, Acc.wardrobe: 0.7806, Acc.lamp: 0.7069, Acc.bathtub: 0.8263, Acc.railing: 0.4514, Acc.cushion: 0.6925, Acc.base: 0.4680, Acc.box: 0.2641, Acc.column: 0.5404, Acc.signboard: 0.4353, Acc.chest of drawers: 0.4759, Acc.counter: 0.4855, Acc.sand: 0.5249, Acc.sink: 0.7091, Acc.skyscraper: 0.9407, Acc.fireplace: 0.9165, Acc.refrigerator: 0.8875, Acc.grandstand: 0.7441, Acc.path: 0.3110, Acc.stairs: 0.2793, Acc.runway: 0.9597, Acc.case: 0.7062, Acc.pool table: 0.9702, Acc.pillow: 0.6263, Acc.screen door: 0.8256, Acc.stairway: 0.4949, Acc.river: 0.2953, Acc.bridge: 0.7381, Acc.bookcase: 0.4513, Acc.blind: 0.3743, Acc.coffee table: 0.8343, Acc.toilet: 0.9277, Acc.flower: 0.5005, Acc.book: 0.6347, Acc.hill: 0.0786, Acc.bench: 0.4980, Acc.countertop: 0.6142, Acc.stove: 0.8880, Acc.palm: 0.7431, Acc.kitchen island: 0.6711, Acc.computer: 0.8213, Acc.swivel chair: 0.6510, Acc.boat: 0.6398, Acc.bar: 0.4578, Acc.arcade machine: 0.9306, Acc.hovel: 0.5266, Acc.bus: 0.9382, Acc.towel: 0.7140, Acc.light: 0.3616, Acc.truck: 0.4872, Acc.tower: 0.7675, Acc.chandelier: 0.7839, Acc.awning: 0.2652, Acc.streetlight: 0.3222, Acc.booth: 0.3883, Acc.television receiver: 0.7816, Acc.airplane: 0.6762, Acc.dirt track: 0.0011, Acc.apparel: 0.5104, Acc.pole: 0.1013, Acc.land: 0.2656, Acc.bannister: 0.1183, Acc.escalator: 0.7808, Acc.ottoman: 0.5353, Acc.bottle: 0.4820, Acc.buffet: 0.5922, Acc.poster: 0.1020, Acc.stage: 0.3033, Acc.van: 0.5885, Acc.ship: 0.8844, Acc.fountain: 0.2327, Acc.conveyer belt: 0.9329, Acc.canopy: 0.3296, Acc.washer: 0.8642, Acc.plaything: 0.5160, Acc.swimming pool: 0.7104, Acc.stool: 0.5044, Acc.barrel: 0.6509, Acc.basket: 0.4046, Acc.waterfall: 0.9047, Acc.tent: 0.9805, Acc.bag: 0.0519, Acc.minibike: 0.8198, Acc.cradle: 0.9525, Acc.oven: 0.2204, Acc.ball: 0.6421, Acc.food: 0.6074, Acc.step: 0.0260, Acc.tank: 0.5570, Acc.trade name: 0.3428, Acc.microwave: 0.6022, Acc.pot: 0.4884, Acc.animal: 0.5671, Acc.bicycle: 0.6838, Acc.lake: 0.0094, Acc.dishwasher: 0.4872, Acc.screen: 0.8848, Acc.blanket: 0.0792, Acc.sculpture: 0.7237, Acc.hood: 0.5442, Acc.sconce: 0.2752, Acc.vase: 0.5316, Acc.traffic light: 0.3943, Acc.tray: 0.0381, Acc.ashcan: 0.5223, Acc.fan: 0.6293, Acc.pier: 0.4343, Acc.crt screen: 0.0006, Acc.plate: 0.6901, Acc.monitor: 0.4979, Acc.bulletin board: 0.6290, Acc.shower: 0.0000, Acc.radiator: 0.6545, Acc.glass: 0.1143, Acc.clock: 0.2976, Acc.flag: 0.5106
2022-08-15 01:14:24,752 - mmseg - INFO - Iter [16050/160000] lr: 5.398e-05, eta: 19:58:21, time: 13.152, data_time: 12.704, memory: 20600, decode.loss_ce: 0.4947, decode.acc_seg: 80.9936, aux.loss_ce: 0.2366, aux.acc_seg: 78.0639, loss: 0.7314
2022-08-15 01:14:47,214 - mmseg - INFO - Iter [16100/160000] lr: 5.396e-05, eta: 19:57:34, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4983, decode.acc_seg: 80.8723, aux.loss_ce: 0.2349, aux.acc_seg: 78.6512, loss: 0.7332
2022-08-15 01:15:09,488 - mmseg - INFO - Iter [16150/160000] lr: 5.394e-05, eta: 19:56:45, time: 0.445, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5133, decode.acc_seg: 80.9857, aux.loss_ce: 0.2431, aux.acc_seg: 78.8597, loss: 0.7564
2022-08-15 01:15:32,008 - mmseg - INFO - Iter [16200/160000] lr: 5.393e-05, eta: 19:55:58, time: 0.450, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4998, decode.acc_seg: 81.0047, aux.loss_ce: 0.2383, aux.acc_seg: 78.4609, loss: 0.7381
2022-08-15 01:15:54,720 - mmseg - INFO - Iter [16250/160000] lr: 5.391e-05, eta: 19:55:13, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4733, decode.acc_seg: 81.5434, aux.loss_ce: 0.2314, aux.acc_seg: 78.5703, loss: 0.7046
2022-08-15 01:16:17,407 - mmseg - INFO - Iter [16300/160000] lr: 5.389e-05, eta: 19:54:29, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5046, decode.acc_seg: 80.2362, aux.loss_ce: 0.2416, aux.acc_seg: 77.4059, loss: 0.7462
2022-08-15 01:16:39,737 - mmseg - INFO - Iter [16350/160000] lr: 5.387e-05, eta: 19:53:41, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4819, decode.acc_seg: 81.2807, aux.loss_ce: 0.2362, aux.acc_seg: 78.5226, loss: 0.7182
2022-08-15 01:17:02,202 - mmseg - INFO - Iter [16400/160000] lr: 5.385e-05, eta: 19:52:54, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4591, decode.acc_seg: 81.8981, aux.loss_ce: 0.2196, aux.acc_seg: 79.5465, loss: 0.6787
2022-08-15 01:17:26,946 - mmseg - INFO - Iter [16450/160000] lr: 5.383e-05, eta: 19:52:28, time: 0.495, data_time: 0.055, memory: 20600, decode.loss_ce: 0.4455, decode.acc_seg: 82.7551, aux.loss_ce: 0.2162, aux.acc_seg: 79.8918, loss: 0.6617
2022-08-15 01:17:49,426 - mmseg - INFO - Iter [16500/160000] lr: 5.381e-05, eta: 19:51:42, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4471, decode.acc_seg: 82.4375, aux.loss_ce: 0.2237, aux.acc_seg: 79.2247, loss: 0.6708
2022-08-15 01:18:12,299 - mmseg - INFO - Iter [16550/160000] lr: 5.379e-05, eta: 19:50:59, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4888, decode.acc_seg: 81.4825, aux.loss_ce: 0.2462, aux.acc_seg: 77.8798, loss: 0.7349
2022-08-15 01:18:34,980 - mmseg - INFO - Iter [16600/160000] lr: 5.378e-05, eta: 19:50:15, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4600, decode.acc_seg: 81.9247, aux.loss_ce: 0.2287, aux.acc_seg: 79.0679, loss: 0.6887
2022-08-15 01:18:57,542 - mmseg - INFO - Iter [16650/160000] lr: 5.376e-05, eta: 19:49:30, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4803, decode.acc_seg: 80.9150, aux.loss_ce: 0.2337, aux.acc_seg: 78.2388, loss: 0.7140
2022-08-15 01:19:20,151 - mmseg - INFO - Iter [16700/160000] lr: 5.374e-05, eta: 19:48:45, time: 0.452, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4586, decode.acc_seg: 82.1127, aux.loss_ce: 0.2276, aux.acc_seg: 78.9300, loss: 0.6862
2022-08-15 01:19:42,929 - mmseg - INFO - Iter [16750/160000] lr: 5.372e-05, eta: 19:48:02, time: 0.456, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4547, decode.acc_seg: 82.2551, aux.loss_ce: 0.2252, aux.acc_seg: 78.9026, loss: 0.6800
2022-08-15 01:20:05,443 - mmseg - INFO - Iter [16800/160000] lr: 5.370e-05, eta: 19:47:17, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4410, decode.acc_seg: 83.0619, aux.loss_ce: 0.2210, aux.acc_seg: 79.8978, loss: 0.6620
2022-08-15 01:20:28,062 - mmseg - INFO - Iter [16850/160000] lr: 5.368e-05, eta: 19:46:33, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4456, decode.acc_seg: 82.2389, aux.loss_ce: 0.2220, aux.acc_seg: 79.2044, loss: 0.6677
2022-08-15 01:20:50,584 - mmseg - INFO - Iter [16900/160000] lr: 5.366e-05, eta: 19:45:48, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4858, decode.acc_seg: 81.0638, aux.loss_ce: 0.2358, aux.acc_seg: 78.5174, loss: 0.7216
2022-08-15 01:21:13,076 - mmseg - INFO - Iter [16950/160000] lr: 5.364e-05, eta: 19:45:04, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4899, decode.acc_seg: 81.1846, aux.loss_ce: 0.2441, aux.acc_seg: 78.0058, loss: 0.7339
2022-08-15 01:21:35,589 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:21:35,590 - mmseg - INFO - Iter [17000/160000] lr: 5.363e-05, eta: 19:44:19, time: 0.450, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4722, decode.acc_seg: 81.3200, aux.loss_ce: 0.2256, aux.acc_seg: 78.8918, loss: 0.6978
2022-08-15 01:21:58,274 - mmseg - INFO - Iter [17050/160000] lr: 5.361e-05, eta: 19:43:36, time: 0.454, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5026, decode.acc_seg: 80.5292, aux.loss_ce: 0.2404, aux.acc_seg: 77.9445, loss: 0.7431
2022-08-15 01:22:20,806 - mmseg - INFO - Iter [17100/160000] lr: 5.359e-05, eta: 19:42:52, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4882, decode.acc_seg: 80.7340, aux.loss_ce: 0.2375, aux.acc_seg: 78.2412, loss: 0.7258
2022-08-15 01:22:43,736 - mmseg - INFO - Iter [17150/160000] lr: 5.357e-05, eta: 19:42:11, time: 0.459, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4619, decode.acc_seg: 81.8304, aux.loss_ce: 0.2251, aux.acc_seg: 79.0487, loss: 0.6869
2022-08-15 01:23:06,112 - mmseg - INFO - Iter [17200/160000] lr: 5.355e-05, eta: 19:41:26, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4395, decode.acc_seg: 82.7911, aux.loss_ce: 0.2162, aux.acc_seg: 80.1835, loss: 0.6557
2022-08-15 01:23:28,671 - mmseg - INFO - Iter [17250/160000] lr: 5.353e-05, eta: 19:40:43, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5201, decode.acc_seg: 79.9951, aux.loss_ce: 0.2530, aux.acc_seg: 76.8730, loss: 0.7731
2022-08-15 01:23:51,155 - mmseg - INFO - Iter [17300/160000] lr: 5.351e-05, eta: 19:39:59, time: 0.450, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4805, decode.acc_seg: 81.6009, aux.loss_ce: 0.2345, aux.acc_seg: 79.0033, loss: 0.7149
2022-08-15 01:24:13,748 - mmseg - INFO - Iter [17350/160000] lr: 5.349e-05, eta: 19:39:16, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5006, decode.acc_seg: 81.5091, aux.loss_ce: 0.2420, aux.acc_seg: 78.4302, loss: 0.7426
2022-08-15 01:24:36,200 - mmseg - INFO - Iter [17400/160000] lr: 5.348e-05, eta: 19:38:31, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4468, decode.acc_seg: 82.5288, aux.loss_ce: 0.2123, aux.acc_seg: 80.0400, loss: 0.6591
2022-08-15 01:24:58,669 - mmseg - INFO - Iter [17450/160000] lr: 5.346e-05, eta: 19:37:48, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4941, decode.acc_seg: 81.1113, aux.loss_ce: 0.2406, aux.acc_seg: 77.8525, loss: 0.7347
2022-08-15 01:25:21,065 - mmseg - INFO - Iter [17500/160000] lr: 5.344e-05, eta: 19:37:04, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4812, decode.acc_seg: 80.8903, aux.loss_ce: 0.2347, aux.acc_seg: 78.0571, loss: 0.7160
2022-08-15 01:25:43,708 - mmseg - INFO - Iter [17550/160000] lr: 5.342e-05, eta: 19:36:21, time: 0.453, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4800, decode.acc_seg: 81.1971, aux.loss_ce: 0.2318, aux.acc_seg: 78.6581, loss: 0.7118
2022-08-15 01:26:06,329 - mmseg - INFO - Iter [17600/160000] lr: 5.340e-05, eta: 19:35:39, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5139, decode.acc_seg: 80.7672, aux.loss_ce: 0.2465, aux.acc_seg: 78.1969, loss: 0.7604
2022-08-15 01:26:28,783 - mmseg - INFO - Iter [17650/160000] lr: 5.338e-05, eta: 19:34:56, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4575, decode.acc_seg: 82.2000, aux.loss_ce: 0.2217, aux.acc_seg: 79.5759, loss: 0.6793
2022-08-15 01:26:53,429 - mmseg - INFO - Iter [17700/160000] lr: 5.336e-05, eta: 19:34:30, time: 0.493, data_time: 0.050, memory: 20600, decode.loss_ce: 0.4705, decode.acc_seg: 81.3647, aux.loss_ce: 0.2303, aux.acc_seg: 78.6000, loss: 0.7008
2022-08-15 01:27:16,596 - mmseg - INFO - Iter [17750/160000] lr: 5.334e-05, eta: 19:33:52, time: 0.463, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4453, decode.acc_seg: 82.6105, aux.loss_ce: 0.2201, aux.acc_seg: 79.4527, loss: 0.6655
2022-08-15 01:27:39,182 - mmseg - INFO - Iter [17800/160000] lr: 5.333e-05, eta: 19:33:10, time: 0.452, data_time: 0.007, memory: 20600, decode.loss_ce: 0.4680, decode.acc_seg: 82.2468, aux.loss_ce: 0.2293, aux.acc_seg: 79.2121, loss: 0.6973
2022-08-15 01:28:01,963 - mmseg - INFO - Iter [17850/160000] lr: 5.331e-05, eta: 19:32:30, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4496, decode.acc_seg: 82.3998, aux.loss_ce: 0.2203, aux.acc_seg: 79.7070, loss: 0.6699
2022-08-15 01:28:25,005 - mmseg - INFO - Iter [17900/160000] lr: 5.329e-05, eta: 19:31:52, time: 0.461, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4405, decode.acc_seg: 82.6906, aux.loss_ce: 0.2159, aux.acc_seg: 80.2149, loss: 0.6563
2022-08-15 01:28:47,608 - mmseg - INFO - Iter [17950/160000] lr: 5.327e-05, eta: 19:31:10, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4700, decode.acc_seg: 81.1025, aux.loss_ce: 0.2319, aux.acc_seg: 77.7310, loss: 0.7019
2022-08-15 01:29:10,395 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:29:10,395 - mmseg - INFO - Iter [18000/160000] lr: 5.325e-05, eta: 19:30:30, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4883, decode.acc_seg: 80.7472, aux.loss_ce: 0.2372, aux.acc_seg: 77.6499, loss: 0.7255
2022-08-15 01:29:33,060 - mmseg - INFO - Iter [18050/160000] lr: 5.323e-05, eta: 19:29:49, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4518, decode.acc_seg: 82.5308, aux.loss_ce: 0.2211, aux.acc_seg: 79.8746, loss: 0.6730
2022-08-15 01:29:55,998 - mmseg - INFO - Iter [18100/160000] lr: 5.321e-05, eta: 19:29:10, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4543, decode.acc_seg: 81.8836, aux.loss_ce: 0.2228, aux.acc_seg: 79.1884, loss: 0.6771
2022-08-15 01:30:18,591 - mmseg - INFO - Iter [18150/160000] lr: 5.319e-05, eta: 19:28:29, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4411, decode.acc_seg: 82.7153, aux.loss_ce: 0.2218, aux.acc_seg: 79.4941, loss: 0.6629
2022-08-15 01:30:41,068 - mmseg - INFO - Iter [18200/160000] lr: 5.318e-05, eta: 19:27:47, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4606, decode.acc_seg: 82.0257, aux.loss_ce: 0.2270, aux.acc_seg: 78.9478, loss: 0.6876
2022-08-15 01:31:03,495 - mmseg - INFO - Iter [18250/160000] lr: 5.316e-05, eta: 19:27:04, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4679, decode.acc_seg: 82.4610, aux.loss_ce: 0.2305, aux.acc_seg: 79.0574, loss: 0.6984
2022-08-15 01:31:26,474 - mmseg - INFO - Iter [18300/160000] lr: 5.314e-05, eta: 19:26:26, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4647, decode.acc_seg: 81.9415, aux.loss_ce: 0.2247, aux.acc_seg: 79.1287, loss: 0.6894
2022-08-15 01:31:49,515 - mmseg - INFO - Iter [18350/160000] lr: 5.312e-05, eta: 19:25:49, time: 0.461, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4827, decode.acc_seg: 81.3570, aux.loss_ce: 0.2386, aux.acc_seg: 78.2572, loss: 0.7213
2022-08-15 01:32:12,157 - mmseg - INFO - Iter [18400/160000] lr: 5.310e-05, eta: 19:25:08, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4768, decode.acc_seg: 82.4858, aux.loss_ce: 0.2260, aux.acc_seg: 79.8076, loss: 0.7027
2022-08-15 01:32:34,910 - mmseg - INFO - Iter [18450/160000] lr: 5.308e-05, eta: 19:24:29, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4456, decode.acc_seg: 82.0624, aux.loss_ce: 0.2176, aux.acc_seg: 79.5609, loss: 0.6632
2022-08-15 01:32:57,712 - mmseg - INFO - Iter [18500/160000] lr: 5.306e-05, eta: 19:23:50, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4426, decode.acc_seg: 82.7487, aux.loss_ce: 0.2103, aux.acc_seg: 80.3954, loss: 0.6529
2022-08-15 01:33:20,077 - mmseg - INFO - Iter [18550/160000] lr: 5.304e-05, eta: 19:23:08, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4590, decode.acc_seg: 82.5167, aux.loss_ce: 0.2255, aux.acc_seg: 79.3480, loss: 0.6846
2022-08-15 01:33:42,596 - mmseg - INFO - Iter [18600/160000] lr: 5.303e-05, eta: 19:22:26, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4901, decode.acc_seg: 80.9444, aux.loss_ce: 0.2348, aux.acc_seg: 78.1871, loss: 0.7249
2022-08-15 01:34:05,217 - mmseg - INFO - Iter [18650/160000] lr: 5.301e-05, eta: 19:21:46, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4794, decode.acc_seg: 81.3080, aux.loss_ce: 0.2316, aux.acc_seg: 78.3651, loss: 0.7110
2022-08-15 01:34:27,754 - mmseg - INFO - Iter [18700/160000] lr: 5.299e-05, eta: 19:21:06, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4816, decode.acc_seg: 81.6992, aux.loss_ce: 0.2395, aux.acc_seg: 78.5436, loss: 0.7211
2022-08-15 01:34:50,134 - mmseg - INFO - Iter [18750/160000] lr: 5.297e-05, eta: 19:20:24, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4724, decode.acc_seg: 81.4533, aux.loss_ce: 0.2323, aux.acc_seg: 78.6268, loss: 0.7046
2022-08-15 01:35:12,565 - mmseg - INFO - Iter [18800/160000] lr: 5.295e-05, eta: 19:19:43, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4809, decode.acc_seg: 81.9294, aux.loss_ce: 0.2326, aux.acc_seg: 79.2209, loss: 0.7135
2022-08-15 01:35:34,867 - mmseg - INFO - Iter [18850/160000] lr: 5.293e-05, eta: 19:19:01, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4509, decode.acc_seg: 82.3686, aux.loss_ce: 0.2236, aux.acc_seg: 79.5603, loss: 0.6745
2022-08-15 01:35:57,684 - mmseg - INFO - Iter [18900/160000] lr: 5.291e-05, eta: 19:18:22, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4670, decode.acc_seg: 81.9131, aux.loss_ce: 0.2249, aux.acc_seg: 79.2242, loss: 0.6918
2022-08-15 01:36:23,306 - mmseg - INFO - Iter [18950/160000] lr: 5.289e-05, eta: 19:18:05, time: 0.513, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4595, decode.acc_seg: 82.2586, aux.loss_ce: 0.2193, aux.acc_seg: 79.9178, loss: 0.6789
2022-08-15 01:36:46,270 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:36:46,270 - mmseg - INFO - Iter [19000/160000] lr: 5.288e-05, eta: 19:17:28, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4514, decode.acc_seg: 82.9596, aux.loss_ce: 0.2205, aux.acc_seg: 80.6547, loss: 0.6719
2022-08-15 01:37:08,895 - mmseg - INFO - Iter [19050/160000] lr: 5.286e-05, eta: 19:16:49, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4687, decode.acc_seg: 81.5516, aux.loss_ce: 0.2323, aux.acc_seg: 78.3752, loss: 0.7010
2022-08-15 01:37:31,675 - mmseg - INFO - Iter [19100/160000] lr: 5.284e-05, eta: 19:16:10, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4168, decode.acc_seg: 83.5439, aux.loss_ce: 0.2050, aux.acc_seg: 80.6042, loss: 0.6217
2022-08-15 01:37:54,060 - mmseg - INFO - Iter [19150/160000] lr: 5.282e-05, eta: 19:15:29, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4335, decode.acc_seg: 82.6096, aux.loss_ce: 0.2188, aux.acc_seg: 79.3134, loss: 0.6523
2022-08-15 01:38:16,533 - mmseg - INFO - Iter [19200/160000] lr: 5.280e-05, eta: 19:14:49, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4413, decode.acc_seg: 82.4636, aux.loss_ce: 0.2186, aux.acc_seg: 79.3936, loss: 0.6599
2022-08-15 01:38:39,123 - mmseg - INFO - Iter [19250/160000] lr: 5.278e-05, eta: 19:14:10, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4358, decode.acc_seg: 82.7168, aux.loss_ce: 0.2106, aux.acc_seg: 80.2200, loss: 0.6464
2022-08-15 01:39:01,532 - mmseg - INFO - Iter [19300/160000] lr: 5.276e-05, eta: 19:13:29, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4421, decode.acc_seg: 82.7469, aux.loss_ce: 0.2098, aux.acc_seg: 80.3020, loss: 0.6519
2022-08-15 01:39:23,907 - mmseg - INFO - Iter [19350/160000] lr: 5.274e-05, eta: 19:12:48, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4641, decode.acc_seg: 82.5795, aux.loss_ce: 0.2292, aux.acc_seg: 79.3773, loss: 0.6933
2022-08-15 01:39:46,528 - mmseg - INFO - Iter [19400/160000] lr: 5.273e-05, eta: 19:12:10, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4325, decode.acc_seg: 82.9414, aux.loss_ce: 0.2127, aux.acc_seg: 80.1901, loss: 0.6452
2022-08-15 01:40:09,211 - mmseg - INFO - Iter [19450/160000] lr: 5.271e-05, eta: 19:11:31, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4736, decode.acc_seg: 82.0690, aux.loss_ce: 0.2339, aux.acc_seg: 79.0643, loss: 0.7075
2022-08-15 01:40:31,730 - mmseg - INFO - Iter [19500/160000] lr: 5.269e-05, eta: 19:10:52, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4617, decode.acc_seg: 82.0000, aux.loss_ce: 0.2247, aux.acc_seg: 79.1204, loss: 0.6864
2022-08-15 01:40:53,968 - mmseg - INFO - Iter [19550/160000] lr: 5.267e-05, eta: 19:10:11, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4951, decode.acc_seg: 81.2946, aux.loss_ce: 0.2401, aux.acc_seg: 78.0599, loss: 0.7351
2022-08-15 01:41:16,894 - mmseg - INFO - Iter [19600/160000] lr: 5.265e-05, eta: 19:09:34, time: 0.458, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4563, decode.acc_seg: 82.7023, aux.loss_ce: 0.2216, aux.acc_seg: 79.7443, loss: 0.6778
2022-08-15 01:41:39,295 - mmseg - INFO - Iter [19650/160000] lr: 5.263e-05, eta: 19:08:54, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4411, decode.acc_seg: 82.8944, aux.loss_ce: 0.2174, aux.acc_seg: 79.8509, loss: 0.6585
2022-08-15 01:42:01,897 - mmseg - INFO - Iter [19700/160000] lr: 5.261e-05, eta: 19:08:16, time: 0.452, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4265, decode.acc_seg: 83.2611, aux.loss_ce: 0.2122, aux.acc_seg: 79.9083, loss: 0.6387
2022-08-15 01:42:24,498 - mmseg - INFO - Iter [19750/160000] lr: 5.259e-05, eta: 19:07:37, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4519, decode.acc_seg: 82.0288, aux.loss_ce: 0.2228, aux.acc_seg: 78.8201, loss: 0.6747
2022-08-15 01:42:46,706 - mmseg - INFO - Iter [19800/160000] lr: 5.258e-05, eta: 19:06:56, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4201, decode.acc_seg: 83.6848, aux.loss_ce: 0.2042, aux.acc_seg: 81.4411, loss: 0.6243
2022-08-15 01:43:09,267 - mmseg - INFO - Iter [19850/160000] lr: 5.256e-05, eta: 19:06:18, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4751, decode.acc_seg: 81.8187, aux.loss_ce: 0.2366, aux.acc_seg: 78.4168, loss: 0.7117
2022-08-15 01:43:31,595 - mmseg - INFO - Iter [19900/160000] lr: 5.254e-05, eta: 19:05:37, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4545, decode.acc_seg: 82.3316, aux.loss_ce: 0.2205, aux.acc_seg: 79.7813, loss: 0.6750
2022-08-15 01:43:54,175 - mmseg - INFO - Iter [19950/160000] lr: 5.252e-05, eta: 19:04:59, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4384, decode.acc_seg: 82.8058, aux.loss_ce: 0.2118, aux.acc_seg: 80.2936, loss: 0.6502
2022-08-15 01:44:16,460 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:44:16,461 - mmseg - INFO - Iter [20000/160000] lr: 5.250e-05, eta: 19:04:19, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4935, decode.acc_seg: 81.2632, aux.loss_ce: 0.2350, aux.acc_seg: 78.6577, loss: 0.7285
2022-08-15 01:44:38,888 - mmseg - INFO - Iter [20050/160000] lr: 5.248e-05, eta: 19:03:40, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4672, decode.acc_seg: 81.6425, aux.loss_ce: 0.2242, aux.acc_seg: 79.2000, loss: 0.6914
2022-08-15 01:45:01,444 - mmseg - INFO - Iter [20100/160000] lr: 5.246e-05, eta: 19:03:02, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4346, decode.acc_seg: 82.6657, aux.loss_ce: 0.2154, aux.acc_seg: 79.7443, loss: 0.6499
2022-08-15 01:45:23,855 - mmseg - INFO - Iter [20150/160000] lr: 5.244e-05, eta: 19:02:23, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4371, decode.acc_seg: 82.7115, aux.loss_ce: 0.2190, aux.acc_seg: 79.6207, loss: 0.6561
2022-08-15 01:45:46,907 - mmseg - INFO - Iter [20200/160000] lr: 5.243e-05, eta: 19:01:48, time: 0.461, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4436, decode.acc_seg: 82.9850, aux.loss_ce: 0.2133, aux.acc_seg: 80.5136, loss: 0.6569
2022-08-15 01:46:11,575 - mmseg - INFO - Iter [20250/160000] lr: 5.241e-05, eta: 19:01:25, time: 0.493, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4480, decode.acc_seg: 82.2823, aux.loss_ce: 0.2238, aux.acc_seg: 79.0828, loss: 0.6718
2022-08-15 01:46:33,968 - mmseg - INFO - Iter [20300/160000] lr: 5.239e-05, eta: 19:00:46, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4179, decode.acc_seg: 83.4572, aux.loss_ce: 0.2090, aux.acc_seg: 80.5089, loss: 0.6269
2022-08-15 01:46:56,411 - mmseg - INFO - Iter [20350/160000] lr: 5.237e-05, eta: 19:00:07, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4159, decode.acc_seg: 83.4233, aux.loss_ce: 0.2100, aux.acc_seg: 80.3059, loss: 0.6259
2022-08-15 01:47:18,779 - mmseg - INFO - Iter [20400/160000] lr: 5.235e-05, eta: 18:59:28, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4358, decode.acc_seg: 83.0850, aux.loss_ce: 0.2140, aux.acc_seg: 80.4019, loss: 0.6497
2022-08-15 01:47:41,787 - mmseg - INFO - Iter [20450/160000] lr: 5.233e-05, eta: 18:58:53, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4554, decode.acc_seg: 82.4534, aux.loss_ce: 0.2257, aux.acc_seg: 79.4784, loss: 0.6812
2022-08-15 01:48:04,420 - mmseg - INFO - Iter [20500/160000] lr: 5.231e-05, eta: 18:58:16, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4561, decode.acc_seg: 82.6126, aux.loss_ce: 0.2286, aux.acc_seg: 79.5705, loss: 0.6847
2022-08-15 01:48:27,065 - mmseg - INFO - Iter [20550/160000] lr: 5.229e-05, eta: 18:57:39, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3986, decode.acc_seg: 84.3541, aux.loss_ce: 0.1973, aux.acc_seg: 81.5116, loss: 0.5959
2022-08-15 01:48:49,988 - mmseg - INFO - Iter [20600/160000] lr: 5.228e-05, eta: 18:57:04, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4156, decode.acc_seg: 83.5364, aux.loss_ce: 0.2082, aux.acc_seg: 80.6249, loss: 0.6237
2022-08-15 01:49:12,568 - mmseg - INFO - Iter [20650/160000] lr: 5.226e-05, eta: 18:56:27, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4107, decode.acc_seg: 84.1212, aux.loss_ce: 0.2089, aux.acc_seg: 80.7396, loss: 0.6196
2022-08-15 01:49:35,056 - mmseg - INFO - Iter [20700/160000] lr: 5.224e-05, eta: 18:55:49, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4385, decode.acc_seg: 83.3359, aux.loss_ce: 0.2164, aux.acc_seg: 80.4998, loss: 0.6549
2022-08-15 01:49:57,409 - mmseg - INFO - Iter [20750/160000] lr: 5.222e-05, eta: 18:55:11, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4515, decode.acc_seg: 82.3925, aux.loss_ce: 0.2246, aux.acc_seg: 79.1974, loss: 0.6760
2022-08-15 01:50:20,318 - mmseg - INFO - Iter [20800/160000] lr: 5.220e-05, eta: 18:54:36, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4136, decode.acc_seg: 83.5235, aux.loss_ce: 0.2080, aux.acc_seg: 80.4599, loss: 0.6216
2022-08-15 01:50:43,195 - mmseg - INFO - Iter [20850/160000] lr: 5.218e-05, eta: 18:54:01, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4373, decode.acc_seg: 83.1703, aux.loss_ce: 0.2137, aux.acc_seg: 80.2051, loss: 0.6509
2022-08-15 01:51:05,969 - mmseg - INFO - Iter [20900/160000] lr: 5.216e-05, eta: 18:53:25, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4214, decode.acc_seg: 82.9220, aux.loss_ce: 0.2096, aux.acc_seg: 80.3410, loss: 0.6310
2022-08-15 01:51:28,305 - mmseg - INFO - Iter [20950/160000] lr: 5.214e-05, eta: 18:52:47, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4627, decode.acc_seg: 82.2247, aux.loss_ce: 0.2226, aux.acc_seg: 79.5462, loss: 0.6853
2022-08-15 01:51:50,611 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:51:50,612 - mmseg - INFO - Iter [21000/160000] lr: 5.213e-05, eta: 18:52:08, time: 0.446, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4582, decode.acc_seg: 82.7233, aux.loss_ce: 0.2237, aux.acc_seg: 79.4971, loss: 0.6819
2022-08-15 01:52:12,982 - mmseg - INFO - Iter [21050/160000] lr: 5.211e-05, eta: 18:51:30, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4237, decode.acc_seg: 83.1785, aux.loss_ce: 0.2064, aux.acc_seg: 80.6333, loss: 0.6302
2022-08-15 01:52:35,980 - mmseg - INFO - Iter [21100/160000] lr: 5.209e-05, eta: 18:50:57, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4422, decode.acc_seg: 82.3859, aux.loss_ce: 0.2200, aux.acc_seg: 79.3378, loss: 0.6622
2022-08-15 01:52:58,286 - mmseg - INFO - Iter [21150/160000] lr: 5.207e-05, eta: 18:50:18, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4395, decode.acc_seg: 82.6968, aux.loss_ce: 0.2139, aux.acc_seg: 79.8081, loss: 0.6534
2022-08-15 01:53:20,739 - mmseg - INFO - Iter [21200/160000] lr: 5.205e-05, eta: 18:49:41, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4271, decode.acc_seg: 83.2109, aux.loss_ce: 0.2185, aux.acc_seg: 79.5754, loss: 0.6456
2022-08-15 01:53:43,292 - mmseg - INFO - Iter [21250/160000] lr: 5.203e-05, eta: 18:49:04, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4474, decode.acc_seg: 82.9697, aux.loss_ce: 0.2188, aux.acc_seg: 80.6059, loss: 0.6661
2022-08-15 01:54:05,848 - mmseg - INFO - Iter [21300/160000] lr: 5.201e-05, eta: 18:48:28, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4396, decode.acc_seg: 82.5807, aux.loss_ce: 0.2095, aux.acc_seg: 80.3746, loss: 0.6491
2022-08-15 01:54:28,405 - mmseg - INFO - Iter [21350/160000] lr: 5.199e-05, eta: 18:47:51, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4631, decode.acc_seg: 82.3974, aux.loss_ce: 0.2199, aux.acc_seg: 79.6255, loss: 0.6830
2022-08-15 01:54:51,158 - mmseg - INFO - Iter [21400/160000] lr: 5.198e-05, eta: 18:47:16, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4340, decode.acc_seg: 83.4512, aux.loss_ce: 0.2188, aux.acc_seg: 80.3200, loss: 0.6528
2022-08-15 01:55:13,978 - mmseg - INFO - Iter [21450/160000] lr: 5.196e-05, eta: 18:46:42, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4545, decode.acc_seg: 81.9567, aux.loss_ce: 0.2206, aux.acc_seg: 79.1065, loss: 0.6751
2022-08-15 01:55:38,820 - mmseg - INFO - Iter [21500/160000] lr: 5.194e-05, eta: 18:46:20, time: 0.497, data_time: 0.049, memory: 20600, decode.loss_ce: 0.4262, decode.acc_seg: 83.2575, aux.loss_ce: 0.2136, aux.acc_seg: 80.1913, loss: 0.6399
2022-08-15 01:56:01,411 - mmseg - INFO - Iter [21550/160000] lr: 5.192e-05, eta: 18:45:44, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4183, decode.acc_seg: 83.8446, aux.loss_ce: 0.2076, aux.acc_seg: 80.8230, loss: 0.6259
2022-08-15 01:56:23,737 - mmseg - INFO - Iter [21600/160000] lr: 5.190e-05, eta: 18:45:06, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4271, decode.acc_seg: 83.0179, aux.loss_ce: 0.2133, aux.acc_seg: 79.9897, loss: 0.6404
2022-08-15 01:56:46,544 - mmseg - INFO - Iter [21650/160000] lr: 5.188e-05, eta: 18:44:32, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4178, decode.acc_seg: 84.1366, aux.loss_ce: 0.2119, aux.acc_seg: 80.7946, loss: 0.6297
2022-08-15 01:57:08,924 - mmseg - INFO - Iter [21700/160000] lr: 5.186e-05, eta: 18:43:55, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4214, decode.acc_seg: 83.5393, aux.loss_ce: 0.2137, aux.acc_seg: 80.4050, loss: 0.6351
2022-08-15 01:57:31,433 - mmseg - INFO - Iter [21750/160000] lr: 5.184e-05, eta: 18:43:19, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4144, decode.acc_seg: 83.5499, aux.loss_ce: 0.2072, aux.acc_seg: 80.7283, loss: 0.6216
2022-08-15 01:57:54,074 - mmseg - INFO - Iter [21800/160000] lr: 5.183e-05, eta: 18:42:43, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4396, decode.acc_seg: 83.2533, aux.loss_ce: 0.2170, aux.acc_seg: 80.2438, loss: 0.6566
2022-08-15 01:58:16,408 - mmseg - INFO - Iter [21850/160000] lr: 5.181e-05, eta: 18:42:06, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4244, decode.acc_seg: 83.6448, aux.loss_ce: 0.2105, aux.acc_seg: 80.9784, loss: 0.6349
2022-08-15 01:58:38,972 - mmseg - INFO - Iter [21900/160000] lr: 5.179e-05, eta: 18:41:30, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4270, decode.acc_seg: 83.2241, aux.loss_ce: 0.2143, aux.acc_seg: 79.7435, loss: 0.6413
2022-08-15 01:59:01,562 - mmseg - INFO - Iter [21950/160000] lr: 5.177e-05, eta: 18:40:55, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4507, decode.acc_seg: 82.5562, aux.loss_ce: 0.2203, aux.acc_seg: 79.6826, loss: 0.6710
2022-08-15 01:59:24,207 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 01:59:24,208 - mmseg - INFO - Iter [22000/160000] lr: 5.175e-05, eta: 18:40:20, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4083, decode.acc_seg: 83.9429, aux.loss_ce: 0.2006, aux.acc_seg: 81.1069, loss: 0.6090
2022-08-15 01:59:47,230 - mmseg - INFO - Iter [22050/160000] lr: 5.173e-05, eta: 18:39:47, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4412, decode.acc_seg: 82.8016, aux.loss_ce: 0.2115, aux.acc_seg: 80.1158, loss: 0.6527
2022-08-15 02:00:09,822 - mmseg - INFO - Iter [22100/160000] lr: 5.171e-05, eta: 18:39:11, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4291, decode.acc_seg: 83.2559, aux.loss_ce: 0.2113, aux.acc_seg: 80.1880, loss: 0.6404
2022-08-15 02:00:32,703 - mmseg - INFO - Iter [22150/160000] lr: 5.169e-05, eta: 18:38:38, time: 0.458, data_time: 0.007, memory: 20600, decode.loss_ce: 0.4180, decode.acc_seg: 83.6853, aux.loss_ce: 0.2101, aux.acc_seg: 80.3180, loss: 0.6281
2022-08-15 02:00:55,185 - mmseg - INFO - Iter [22200/160000] lr: 5.168e-05, eta: 18:38:02, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4326, decode.acc_seg: 83.3869, aux.loss_ce: 0.2153, aux.acc_seg: 80.0322, loss: 0.6480
2022-08-15 02:01:17,491 - mmseg - INFO - Iter [22250/160000] lr: 5.166e-05, eta: 18:37:25, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4460, decode.acc_seg: 82.3690, aux.loss_ce: 0.2145, aux.acc_seg: 79.7551, loss: 0.6605
2022-08-15 02:01:39,857 - mmseg - INFO - Iter [22300/160000] lr: 5.164e-05, eta: 18:36:49, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4253, decode.acc_seg: 83.0208, aux.loss_ce: 0.2202, aux.acc_seg: 79.5149, loss: 0.6455
2022-08-15 02:02:02,616 - mmseg - INFO - Iter [22350/160000] lr: 5.162e-05, eta: 18:36:15, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4381, decode.acc_seg: 82.5885, aux.loss_ce: 0.2150, aux.acc_seg: 79.7284, loss: 0.6531
2022-08-15 02:02:25,088 - mmseg - INFO - Iter [22400/160000] lr: 5.160e-05, eta: 18:35:39, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4405, decode.acc_seg: 82.8823, aux.loss_ce: 0.2163, aux.acc_seg: 80.0930, loss: 0.6568
2022-08-15 02:02:47,707 - mmseg - INFO - Iter [22450/160000] lr: 5.158e-05, eta: 18:35:04, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4450, decode.acc_seg: 82.7948, aux.loss_ce: 0.2141, aux.acc_seg: 80.2804, loss: 0.6591
2022-08-15 02:03:10,449 - mmseg - INFO - Iter [22500/160000] lr: 5.156e-05, eta: 18:34:30, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4318, decode.acc_seg: 83.1899, aux.loss_ce: 0.2128, aux.acc_seg: 80.5432, loss: 0.6446
2022-08-15 02:03:32,901 - mmseg - INFO - Iter [22550/160000] lr: 5.154e-05, eta: 18:33:55, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4513, decode.acc_seg: 82.5004, aux.loss_ce: 0.2265, aux.acc_seg: 79.3274, loss: 0.6778
2022-08-15 02:03:55,538 - mmseg - INFO - Iter [22600/160000] lr: 5.153e-05, eta: 18:33:20, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4388, decode.acc_seg: 82.6182, aux.loss_ce: 0.2135, aux.acc_seg: 79.9469, loss: 0.6523
2022-08-15 02:04:18,487 - mmseg - INFO - Iter [22650/160000] lr: 5.151e-05, eta: 18:32:47, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4392, decode.acc_seg: 82.8792, aux.loss_ce: 0.2162, aux.acc_seg: 79.7469, loss: 0.6554
2022-08-15 02:04:41,056 - mmseg - INFO - Iter [22700/160000] lr: 5.149e-05, eta: 18:32:13, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4527, decode.acc_seg: 82.5551, aux.loss_ce: 0.2227, aux.acc_seg: 79.4702, loss: 0.6753
2022-08-15 02:05:05,771 - mmseg - INFO - Iter [22750/160000] lr: 5.147e-05, eta: 18:31:51, time: 0.494, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4231, decode.acc_seg: 83.6802, aux.loss_ce: 0.2112, aux.acc_seg: 80.6000, loss: 0.6343
2022-08-15 02:05:28,335 - mmseg - INFO - Iter [22800/160000] lr: 5.145e-05, eta: 18:31:16, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4079, decode.acc_seg: 83.6054, aux.loss_ce: 0.2064, aux.acc_seg: 80.7385, loss: 0.6143
2022-08-15 02:05:50,738 - mmseg - INFO - Iter [22850/160000] lr: 5.143e-05, eta: 18:30:40, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4438, decode.acc_seg: 83.0501, aux.loss_ce: 0.2203, aux.acc_seg: 79.8907, loss: 0.6641
2022-08-15 02:06:13,501 - mmseg - INFO - Iter [22900/160000] lr: 5.141e-05, eta: 18:30:07, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4039, decode.acc_seg: 84.3084, aux.loss_ce: 0.2020, aux.acc_seg: 81.4797, loss: 0.6059
2022-08-15 02:06:36,124 - mmseg - INFO - Iter [22950/160000] lr: 5.139e-05, eta: 18:29:33, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4101, decode.acc_seg: 84.0477, aux.loss_ce: 0.2066, aux.acc_seg: 81.2235, loss: 0.6167
2022-08-15 02:06:58,542 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:06:58,542 - mmseg - INFO - Iter [23000/160000] lr: 5.138e-05, eta: 18:28:57, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3792, decode.acc_seg: 84.7115, aux.loss_ce: 0.1980, aux.acc_seg: 81.2074, loss: 0.5773
2022-08-15 02:07:20,773 - mmseg - INFO - Iter [23050/160000] lr: 5.136e-05, eta: 18:28:21, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4061, decode.acc_seg: 83.8159, aux.loss_ce: 0.2048, aux.acc_seg: 81.1530, loss: 0.6109
2022-08-15 02:07:43,283 - mmseg - INFO - Iter [23100/160000] lr: 5.134e-05, eta: 18:27:46, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3886, decode.acc_seg: 84.7464, aux.loss_ce: 0.1923, aux.acc_seg: 82.2090, loss: 0.5808
2022-08-15 02:08:05,684 - mmseg - INFO - Iter [23150/160000] lr: 5.132e-05, eta: 18:27:11, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4175, decode.acc_seg: 83.5739, aux.loss_ce: 0.2056, aux.acc_seg: 80.5703, loss: 0.6230
2022-08-15 02:08:28,185 - mmseg - INFO - Iter [23200/160000] lr: 5.130e-05, eta: 18:26:36, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4105, decode.acc_seg: 83.6941, aux.loss_ce: 0.2027, aux.acc_seg: 80.9403, loss: 0.6133
2022-08-15 02:08:50,633 - mmseg - INFO - Iter [23250/160000] lr: 5.128e-05, eta: 18:26:01, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3988, decode.acc_seg: 83.9325, aux.loss_ce: 0.2042, aux.acc_seg: 80.5834, loss: 0.6030
2022-08-15 02:09:13,972 - mmseg - INFO - Iter [23300/160000] lr: 5.126e-05, eta: 18:25:31, time: 0.466, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4252, decode.acc_seg: 83.5956, aux.loss_ce: 0.2112, aux.acc_seg: 80.4108, loss: 0.6364
2022-08-15 02:09:36,460 - mmseg - INFO - Iter [23350/160000] lr: 5.124e-05, eta: 18:24:57, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4332, decode.acc_seg: 82.9192, aux.loss_ce: 0.2124, aux.acc_seg: 80.2754, loss: 0.6456
2022-08-15 02:09:58,621 - mmseg - INFO - Iter [23400/160000] lr: 5.123e-05, eta: 18:24:20, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4080, decode.acc_seg: 83.7983, aux.loss_ce: 0.2100, aux.acc_seg: 80.4826, loss: 0.6181
2022-08-15 02:10:21,070 - mmseg - INFO - Iter [23450/160000] lr: 5.121e-05, eta: 18:23:45, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4147, decode.acc_seg: 83.8344, aux.loss_ce: 0.2058, aux.acc_seg: 81.0834, loss: 0.6205
2022-08-15 02:10:43,420 - mmseg - INFO - Iter [23500/160000] lr: 5.119e-05, eta: 18:23:10, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4182, decode.acc_seg: 83.5711, aux.loss_ce: 0.2087, aux.acc_seg: 80.4392, loss: 0.6268
2022-08-15 02:11:05,620 - mmseg - INFO - Iter [23550/160000] lr: 5.117e-05, eta: 18:22:34, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4152, decode.acc_seg: 83.4247, aux.loss_ce: 0.2066, aux.acc_seg: 80.7939, loss: 0.6218
2022-08-15 02:11:27,859 - mmseg - INFO - Iter [23600/160000] lr: 5.115e-05, eta: 18:21:58, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4283, decode.acc_seg: 83.5525, aux.loss_ce: 0.2113, aux.acc_seg: 80.7114, loss: 0.6396
2022-08-15 02:11:50,391 - mmseg - INFO - Iter [23650/160000] lr: 5.113e-05, eta: 18:21:24, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4388, decode.acc_seg: 82.2774, aux.loss_ce: 0.2116, aux.acc_seg: 79.8588, loss: 0.6504
2022-08-15 02:12:12,892 - mmseg - INFO - Iter [23700/160000] lr: 5.111e-05, eta: 18:20:50, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4266, decode.acc_seg: 83.3637, aux.loss_ce: 0.2109, aux.acc_seg: 80.6452, loss: 0.6375
2022-08-15 02:12:35,156 - mmseg - INFO - Iter [23750/160000] lr: 5.109e-05, eta: 18:20:14, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4195, decode.acc_seg: 83.6425, aux.loss_ce: 0.2105, aux.acc_seg: 80.7168, loss: 0.6300
2022-08-15 02:12:57,366 - mmseg - INFO - Iter [23800/160000] lr: 5.108e-05, eta: 18:19:39, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4166, decode.acc_seg: 83.3770, aux.loss_ce: 0.2073, aux.acc_seg: 80.4780, loss: 0.6239
2022-08-15 02:13:19,827 - mmseg - INFO - Iter [23850/160000] lr: 5.106e-05, eta: 18:19:04, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4108, decode.acc_seg: 83.3011, aux.loss_ce: 0.2029, aux.acc_seg: 80.7379, loss: 0.6137
2022-08-15 02:13:42,487 - mmseg - INFO - Iter [23900/160000] lr: 5.104e-05, eta: 18:18:31, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4268, decode.acc_seg: 83.2569, aux.loss_ce: 0.2078, aux.acc_seg: 80.2472, loss: 0.6347
2022-08-15 02:14:05,106 - mmseg - INFO - Iter [23950/160000] lr: 5.102e-05, eta: 18:17:58, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4348, decode.acc_seg: 83.0187, aux.loss_ce: 0.2161, aux.acc_seg: 79.8753, loss: 0.6509
2022-08-15 02:14:29,875 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:14:29,876 - mmseg - INFO - Iter [24000/160000] lr: 5.100e-05, eta: 18:17:37, time: 0.496, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4442, decode.acc_seg: 82.7135, aux.loss_ce: 0.2175, aux.acc_seg: 80.0689, loss: 0.6617
2022-08-15 02:14:52,420 - mmseg - INFO - Iter [24050/160000] lr: 5.098e-05, eta: 18:17:03, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3997, decode.acc_seg: 84.0768, aux.loss_ce: 0.2004, aux.acc_seg: 81.1051, loss: 0.6001
2022-08-15 02:15:15,026 - mmseg - INFO - Iter [24100/160000] lr: 5.096e-05, eta: 18:16:30, time: 0.452, data_time: 0.007, memory: 20600, decode.loss_ce: 0.3962, decode.acc_seg: 84.2255, aux.loss_ce: 0.2000, aux.acc_seg: 81.1083, loss: 0.5962
2022-08-15 02:15:37,201 - mmseg - INFO - Iter [24150/160000] lr: 5.094e-05, eta: 18:15:54, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3989, decode.acc_seg: 84.1941, aux.loss_ce: 0.2051, aux.acc_seg: 80.7821, loss: 0.6041
2022-08-15 02:15:59,922 - mmseg - INFO - Iter [24200/160000] lr: 5.093e-05, eta: 18:15:22, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4075, decode.acc_seg: 83.5641, aux.loss_ce: 0.2052, aux.acc_seg: 80.6077, loss: 0.6128
2022-08-15 02:16:22,370 - mmseg - INFO - Iter [24250/160000] lr: 5.091e-05, eta: 18:14:48, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4072, decode.acc_seg: 84.1519, aux.loss_ce: 0.2096, aux.acc_seg: 80.6421, loss: 0.6167
2022-08-15 02:16:44,793 - mmseg - INFO - Iter [24300/160000] lr: 5.089e-05, eta: 18:14:14, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3941, decode.acc_seg: 84.2411, aux.loss_ce: 0.2018, aux.acc_seg: 80.9063, loss: 0.5959
2022-08-15 02:17:07,260 - mmseg - INFO - Iter [24350/160000] lr: 5.087e-05, eta: 18:13:40, time: 0.450, data_time: 0.007, memory: 20600, decode.loss_ce: 0.4266, decode.acc_seg: 83.3794, aux.loss_ce: 0.2131, aux.acc_seg: 80.3347, loss: 0.6397
2022-08-15 02:17:29,675 - mmseg - INFO - Iter [24400/160000] lr: 5.085e-05, eta: 18:13:06, time: 0.448, data_time: 0.007, memory: 20600, decode.loss_ce: 0.3869, decode.acc_seg: 84.5869, aux.loss_ce: 0.2009, aux.acc_seg: 81.0608, loss: 0.5878
2022-08-15 02:17:51,979 - mmseg - INFO - Iter [24450/160000] lr: 5.083e-05, eta: 18:12:31, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4143, decode.acc_seg: 84.0984, aux.loss_ce: 0.2104, aux.acc_seg: 80.9459, loss: 0.6246
2022-08-15 02:18:14,839 - mmseg - INFO - Iter [24500/160000] lr: 5.081e-05, eta: 18:12:00, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4204, decode.acc_seg: 83.6068, aux.loss_ce: 0.2087, aux.acc_seg: 80.8729, loss: 0.6291
2022-08-15 02:18:37,298 - mmseg - INFO - Iter [24550/160000] lr: 5.079e-05, eta: 18:11:26, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4237, decode.acc_seg: 83.5282, aux.loss_ce: 0.2157, aux.acc_seg: 79.9798, loss: 0.6394
2022-08-15 02:18:59,690 - mmseg - INFO - Iter [24600/160000] lr: 5.078e-05, eta: 18:10:52, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4009, decode.acc_seg: 83.9331, aux.loss_ce: 0.2008, aux.acc_seg: 81.0563, loss: 0.6017
2022-08-15 02:19:21,962 - mmseg - INFO - Iter [24650/160000] lr: 5.076e-05, eta: 18:10:18, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4191, decode.acc_seg: 83.2777, aux.loss_ce: 0.2109, aux.acc_seg: 80.0617, loss: 0.6300
2022-08-15 02:19:44,249 - mmseg - INFO - Iter [24700/160000] lr: 5.074e-05, eta: 18:09:43, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4172, decode.acc_seg: 83.9730, aux.loss_ce: 0.2080, aux.acc_seg: 80.9546, loss: 0.6252
2022-08-15 02:20:07,024 - mmseg - INFO - Iter [24750/160000] lr: 5.072e-05, eta: 18:09:11, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4098, decode.acc_seg: 83.7914, aux.loss_ce: 0.2082, aux.acc_seg: 80.5306, loss: 0.6180
2022-08-15 02:20:29,190 - mmseg - INFO - Iter [24800/160000] lr: 5.070e-05, eta: 18:08:36, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4020, decode.acc_seg: 84.4403, aux.loss_ce: 0.2064, aux.acc_seg: 80.8244, loss: 0.6085
2022-08-15 02:20:51,494 - mmseg - INFO - Iter [24850/160000] lr: 5.068e-05, eta: 18:08:02, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4020, decode.acc_seg: 83.8947, aux.loss_ce: 0.1979, aux.acc_seg: 81.5450, loss: 0.5999
2022-08-15 02:21:13,877 - mmseg - INFO - Iter [24900/160000] lr: 5.066e-05, eta: 18:07:28, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4138, decode.acc_seg: 83.6453, aux.loss_ce: 0.2097, aux.acc_seg: 80.8112, loss: 0.6234
2022-08-15 02:21:36,251 - mmseg - INFO - Iter [24950/160000] lr: 5.064e-05, eta: 18:06:55, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4025, decode.acc_seg: 84.2025, aux.loss_ce: 0.1963, aux.acc_seg: 81.6859, loss: 0.5988
2022-08-15 02:21:58,823 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:21:58,823 - mmseg - INFO - Iter [25000/160000] lr: 5.063e-05, eta: 18:06:22, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4038, decode.acc_seg: 84.4855, aux.loss_ce: 0.2001, aux.acc_seg: 81.6698, loss: 0.6039
2022-08-15 02:22:21,089 - mmseg - INFO - Iter [25050/160000] lr: 5.061e-05, eta: 18:05:48, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4209, decode.acc_seg: 83.9730, aux.loss_ce: 0.2070, aux.acc_seg: 81.0405, loss: 0.6280
2022-08-15 02:22:44,280 - mmseg - INFO - Iter [25100/160000] lr: 5.059e-05, eta: 18:05:18, time: 0.464, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4199, decode.acc_seg: 83.6775, aux.loss_ce: 0.2089, aux.acc_seg: 80.6058, loss: 0.6288
2022-08-15 02:23:06,786 - mmseg - INFO - Iter [25150/160000] lr: 5.057e-05, eta: 18:04:46, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3970, decode.acc_seg: 84.2943, aux.loss_ce: 0.1958, aux.acc_seg: 81.2335, loss: 0.5928
2022-08-15 02:23:29,222 - mmseg - INFO - Iter [25200/160000] lr: 5.055e-05, eta: 18:04:12, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4373, decode.acc_seg: 83.3690, aux.loss_ce: 0.2196, aux.acc_seg: 80.0581, loss: 0.6569
2022-08-15 02:23:51,730 - mmseg - INFO - Iter [25250/160000] lr: 5.053e-05, eta: 18:03:40, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4123, decode.acc_seg: 83.8749, aux.loss_ce: 0.2037, aux.acc_seg: 81.2325, loss: 0.6159
2022-08-15 02:24:16,400 - mmseg - INFO - Iter [25300/160000] lr: 5.051e-05, eta: 18:03:18, time: 0.493, data_time: 0.055, memory: 20600, decode.loss_ce: 0.3782, decode.acc_seg: 85.2339, aux.loss_ce: 0.1886, aux.acc_seg: 82.1623, loss: 0.5668
2022-08-15 02:24:39,199 - mmseg - INFO - Iter [25350/160000] lr: 5.049e-05, eta: 18:02:47, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4120, decode.acc_seg: 83.4082, aux.loss_ce: 0.2052, aux.acc_seg: 80.7003, loss: 0.6172
2022-08-15 02:25:02,090 - mmseg - INFO - Iter [25400/160000] lr: 5.048e-05, eta: 18:02:16, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3993, decode.acc_seg: 84.1354, aux.loss_ce: 0.2019, aux.acc_seg: 80.8991, loss: 0.6012
2022-08-15 02:25:24,640 - mmseg - INFO - Iter [25450/160000] lr: 5.046e-05, eta: 18:01:44, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4144, decode.acc_seg: 83.5919, aux.loss_ce: 0.1966, aux.acc_seg: 81.3468, loss: 0.6110
2022-08-15 02:25:47,170 - mmseg - INFO - Iter [25500/160000] lr: 5.044e-05, eta: 18:01:12, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3835, decode.acc_seg: 84.7761, aux.loss_ce: 0.1939, aux.acc_seg: 81.8305, loss: 0.5775
2022-08-15 02:26:09,465 - mmseg - INFO - Iter [25550/160000] lr: 5.042e-05, eta: 18:00:38, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4040, decode.acc_seg: 84.3180, aux.loss_ce: 0.2061, aux.acc_seg: 80.8475, loss: 0.6101
2022-08-15 02:26:32,404 - mmseg - INFO - Iter [25600/160000] lr: 5.040e-05, eta: 18:00:08, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3926, decode.acc_seg: 84.5330, aux.loss_ce: 0.1954, aux.acc_seg: 81.3997, loss: 0.5880
2022-08-15 02:26:54,734 - mmseg - INFO - Iter [25650/160000] lr: 5.038e-05, eta: 17:59:34, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3891, decode.acc_seg: 83.9573, aux.loss_ce: 0.1931, aux.acc_seg: 81.3648, loss: 0.5822
2022-08-15 02:27:17,347 - mmseg - INFO - Iter [25700/160000] lr: 5.036e-05, eta: 17:59:02, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3974, decode.acc_seg: 84.5144, aux.loss_ce: 0.1985, aux.acc_seg: 81.4428, loss: 0.5960
2022-08-15 02:27:40,297 - mmseg - INFO - Iter [25750/160000] lr: 5.034e-05, eta: 17:58:32, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4125, decode.acc_seg: 83.8072, aux.loss_ce: 0.2064, aux.acc_seg: 80.9939, loss: 0.6189
2022-08-15 02:28:02,734 - mmseg - INFO - Iter [25800/160000] lr: 5.033e-05, eta: 17:57:59, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3959, decode.acc_seg: 84.1553, aux.loss_ce: 0.2024, aux.acc_seg: 80.8129, loss: 0.5983
2022-08-15 02:28:25,122 - mmseg - INFO - Iter [25850/160000] lr: 5.031e-05, eta: 17:57:26, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3981, decode.acc_seg: 84.2978, aux.loss_ce: 0.2059, aux.acc_seg: 80.7572, loss: 0.6040
2022-08-15 02:28:47,340 - mmseg - INFO - Iter [25900/160000] lr: 5.029e-05, eta: 17:56:53, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4304, decode.acc_seg: 83.3831, aux.loss_ce: 0.2207, aux.acc_seg: 80.0671, loss: 0.6511
2022-08-15 02:29:09,644 - mmseg - INFO - Iter [25950/160000] lr: 5.027e-05, eta: 17:56:19, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3953, decode.acc_seg: 84.4070, aux.loss_ce: 0.1975, aux.acc_seg: 81.5133, loss: 0.5928
2022-08-15 02:29:32,143 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:29:32,143 - mmseg - INFO - Iter [26000/160000] lr: 5.025e-05, eta: 17:55:47, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3901, decode.acc_seg: 84.3114, aux.loss_ce: 0.1947, aux.acc_seg: 81.4027, loss: 0.5848
2022-08-15 02:29:54,654 - mmseg - INFO - Iter [26050/160000] lr: 5.023e-05, eta: 17:55:15, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4184, decode.acc_seg: 83.8787, aux.loss_ce: 0.2075, aux.acc_seg: 80.9140, loss: 0.6259
2022-08-15 02:30:16,945 - mmseg - INFO - Iter [26100/160000] lr: 5.021e-05, eta: 17:54:42, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4096, decode.acc_seg: 83.9672, aux.loss_ce: 0.1994, aux.acc_seg: 81.6971, loss: 0.6090
2022-08-15 02:30:39,329 - mmseg - INFO - Iter [26150/160000] lr: 5.019e-05, eta: 17:54:09, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4321, decode.acc_seg: 83.3415, aux.loss_ce: 0.2102, aux.acc_seg: 80.6028, loss: 0.6423
2022-08-15 02:31:01,653 - mmseg - INFO - Iter [26200/160000] lr: 5.018e-05, eta: 17:53:36, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4014, decode.acc_seg: 83.9501, aux.loss_ce: 0.1962, aux.acc_seg: 81.0744, loss: 0.5976
2022-08-15 02:31:24,007 - mmseg - INFO - Iter [26250/160000] lr: 5.016e-05, eta: 17:53:03, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4123, decode.acc_seg: 83.2010, aux.loss_ce: 0.2101, aux.acc_seg: 79.6525, loss: 0.6225
2022-08-15 02:31:46,609 - mmseg - INFO - Iter [26300/160000] lr: 5.014e-05, eta: 17:52:31, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4160, decode.acc_seg: 83.7424, aux.loss_ce: 0.2061, aux.acc_seg: 80.7561, loss: 0.6221
2022-08-15 02:32:09,472 - mmseg - INFO - Iter [26350/160000] lr: 5.012e-05, eta: 17:52:01, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4171, decode.acc_seg: 83.0516, aux.loss_ce: 0.2136, aux.acc_seg: 79.4238, loss: 0.6308
2022-08-15 02:32:31,909 - mmseg - INFO - Iter [26400/160000] lr: 5.010e-05, eta: 17:51:29, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4007, decode.acc_seg: 84.2092, aux.loss_ce: 0.2008, aux.acc_seg: 81.3852, loss: 0.6015
2022-08-15 02:32:54,725 - mmseg - INFO - Iter [26450/160000] lr: 5.008e-05, eta: 17:50:59, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4031, decode.acc_seg: 83.7752, aux.loss_ce: 0.2042, aux.acc_seg: 80.5651, loss: 0.6074
2022-08-15 02:33:17,084 - mmseg - INFO - Iter [26500/160000] lr: 5.006e-05, eta: 17:50:26, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3939, decode.acc_seg: 84.4399, aux.loss_ce: 0.1973, aux.acc_seg: 81.5925, loss: 0.5912
2022-08-15 02:33:41,970 - mmseg - INFO - Iter [26550/160000] lr: 5.004e-05, eta: 17:50:06, time: 0.498, data_time: 0.051, memory: 20600, decode.loss_ce: 0.3869, decode.acc_seg: 84.6437, aux.loss_ce: 0.1928, aux.acc_seg: 81.8097, loss: 0.5797
2022-08-15 02:34:04,180 - mmseg - INFO - Iter [26600/160000] lr: 5.003e-05, eta: 17:49:33, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4057, decode.acc_seg: 83.9352, aux.loss_ce: 0.1996, aux.acc_seg: 81.0542, loss: 0.6053
2022-08-15 02:34:26,556 - mmseg - INFO - Iter [26650/160000] lr: 5.001e-05, eta: 17:49:00, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3659, decode.acc_seg: 85.2250, aux.loss_ce: 0.1914, aux.acc_seg: 81.5915, loss: 0.5573
2022-08-15 02:34:48,840 - mmseg - INFO - Iter [26700/160000] lr: 4.999e-05, eta: 17:48:27, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3858, decode.acc_seg: 84.8169, aux.loss_ce: 0.1982, aux.acc_seg: 81.6540, loss: 0.5840
2022-08-15 02:35:11,176 - mmseg - INFO - Iter [26750/160000] lr: 4.997e-05, eta: 17:47:55, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3917, decode.acc_seg: 84.7845, aux.loss_ce: 0.1981, aux.acc_seg: 81.4235, loss: 0.5898
2022-08-15 02:35:33,608 - mmseg - INFO - Iter [26800/160000] lr: 4.995e-05, eta: 17:47:23, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.3852, decode.acc_seg: 84.5174, aux.loss_ce: 0.2024, aux.acc_seg: 80.6032, loss: 0.5875
2022-08-15 02:35:55,845 - mmseg - INFO - Iter [26850/160000] lr: 4.993e-05, eta: 17:46:50, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3870, decode.acc_seg: 84.6568, aux.loss_ce: 0.1935, aux.acc_seg: 81.5760, loss: 0.5805
2022-08-15 02:36:19,336 - mmseg - INFO - Iter [26900/160000] lr: 4.991e-05, eta: 17:46:23, time: 0.469, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3851, decode.acc_seg: 84.8818, aux.loss_ce: 0.1990, aux.acc_seg: 81.5812, loss: 0.5841
2022-08-15 02:36:42,196 - mmseg - INFO - Iter [26950/160000] lr: 4.989e-05, eta: 17:45:53, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3872, decode.acc_seg: 84.8121, aux.loss_ce: 0.1939, aux.acc_seg: 81.9611, loss: 0.5811
2022-08-15 02:37:04,605 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:37:04,605 - mmseg - INFO - Iter [27000/160000] lr: 4.988e-05, eta: 17:45:21, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3932, decode.acc_seg: 84.5179, aux.loss_ce: 0.1988, aux.acc_seg: 81.6747, loss: 0.5921
2022-08-15 02:37:26,902 - mmseg - INFO - Iter [27050/160000] lr: 4.986e-05, eta: 17:44:49, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3924, decode.acc_seg: 84.5843, aux.loss_ce: 0.1944, aux.acc_seg: 81.7558, loss: 0.5868
2022-08-15 02:37:49,263 - mmseg - INFO - Iter [27100/160000] lr: 4.984e-05, eta: 17:44:17, time: 0.447, data_time: 0.007, memory: 20600, decode.loss_ce: 0.3953, decode.acc_seg: 84.3154, aux.loss_ce: 0.1995, aux.acc_seg: 81.1610, loss: 0.5948
2022-08-15 02:38:11,559 - mmseg - INFO - Iter [27150/160000] lr: 4.982e-05, eta: 17:43:44, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4218, decode.acc_seg: 83.1272, aux.loss_ce: 0.2093, aux.acc_seg: 80.2316, loss: 0.6312
2022-08-15 02:38:33,944 - mmseg - INFO - Iter [27200/160000] lr: 4.980e-05, eta: 17:43:12, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4056, decode.acc_seg: 83.7565, aux.loss_ce: 0.2063, aux.acc_seg: 80.4808, loss: 0.6119
2022-08-15 02:38:56,576 - mmseg - INFO - Iter [27250/160000] lr: 4.978e-05, eta: 17:42:41, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4077, decode.acc_seg: 83.7221, aux.loss_ce: 0.2007, aux.acc_seg: 80.7715, loss: 0.6084
2022-08-15 02:39:18,795 - mmseg - INFO - Iter [27300/160000] lr: 4.976e-05, eta: 17:42:08, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4030, decode.acc_seg: 84.4193, aux.loss_ce: 0.2026, aux.acc_seg: 81.4574, loss: 0.6056
2022-08-15 02:39:41,211 - mmseg - INFO - Iter [27350/160000] lr: 4.974e-05, eta: 17:41:37, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3609, decode.acc_seg: 85.1768, aux.loss_ce: 0.1822, aux.acc_seg: 82.5269, loss: 0.5431
2022-08-15 02:40:03,507 - mmseg - INFO - Iter [27400/160000] lr: 4.973e-05, eta: 17:41:04, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3783, decode.acc_seg: 84.9670, aux.loss_ce: 0.1900, aux.acc_seg: 82.3158, loss: 0.5683
2022-08-15 02:40:25,794 - mmseg - INFO - Iter [27450/160000] lr: 4.971e-05, eta: 17:40:32, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3602, decode.acc_seg: 85.9162, aux.loss_ce: 0.1817, aux.acc_seg: 83.2246, loss: 0.5419
2022-08-15 02:40:48,161 - mmseg - INFO - Iter [27500/160000] lr: 4.969e-05, eta: 17:40:00, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3803, decode.acc_seg: 85.1016, aux.loss_ce: 0.1912, aux.acc_seg: 82.1248, loss: 0.5715
2022-08-15 02:41:10,670 - mmseg - INFO - Iter [27550/160000] lr: 4.967e-05, eta: 17:39:29, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4024, decode.acc_seg: 84.5659, aux.loss_ce: 0.2087, aux.acc_seg: 80.9110, loss: 0.6110
2022-08-15 02:41:33,303 - mmseg - INFO - Iter [27600/160000] lr: 4.965e-05, eta: 17:38:58, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3995, decode.acc_seg: 84.3662, aux.loss_ce: 0.1975, aux.acc_seg: 81.4216, loss: 0.5970
2022-08-15 02:41:55,394 - mmseg - INFO - Iter [27650/160000] lr: 4.963e-05, eta: 17:38:25, time: 0.442, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3796, decode.acc_seg: 84.9798, aux.loss_ce: 0.1902, aux.acc_seg: 82.0343, loss: 0.5698
2022-08-15 02:42:17,697 - mmseg - INFO - Iter [27700/160000] lr: 4.961e-05, eta: 17:37:53, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3875, decode.acc_seg: 84.4417, aux.loss_ce: 0.2013, aux.acc_seg: 80.8539, loss: 0.5888
2022-08-15 02:42:40,213 - mmseg - INFO - Iter [27750/160000] lr: 4.959e-05, eta: 17:37:22, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4139, decode.acc_seg: 83.7632, aux.loss_ce: 0.2045, aux.acc_seg: 80.7719, loss: 0.6184
2022-08-15 02:43:05,032 - mmseg - INFO - Iter [27800/160000] lr: 4.958e-05, eta: 17:37:02, time: 0.496, data_time: 0.053, memory: 20600, decode.loss_ce: 0.4057, decode.acc_seg: 84.0463, aux.loss_ce: 0.2027, aux.acc_seg: 81.0820, loss: 0.6084
2022-08-15 02:43:27,602 - mmseg - INFO - Iter [27850/160000] lr: 4.956e-05, eta: 17:36:32, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3759, decode.acc_seg: 84.7958, aux.loss_ce: 0.1860, aux.acc_seg: 82.0869, loss: 0.5619
2022-08-15 02:43:49,762 - mmseg - INFO - Iter [27900/160000] lr: 4.954e-05, eta: 17:35:59, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3711, decode.acc_seg: 84.8388, aux.loss_ce: 0.1952, aux.acc_seg: 81.2410, loss: 0.5662
2022-08-15 02:44:12,223 - mmseg - INFO - Iter [27950/160000] lr: 4.952e-05, eta: 17:35:28, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3709, decode.acc_seg: 85.2204, aux.loss_ce: 0.1863, aux.acc_seg: 82.6320, loss: 0.5571
2022-08-15 02:44:34,755 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:44:34,755 - mmseg - INFO - Iter [28000/160000] lr: 4.950e-05, eta: 17:34:57, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3833, decode.acc_seg: 84.8771, aux.loss_ce: 0.1921, aux.acc_seg: 81.8655, loss: 0.5755
2022-08-15 02:44:57,049 - mmseg - INFO - Iter [28050/160000] lr: 4.948e-05, eta: 17:34:25, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3716, decode.acc_seg: 85.2779, aux.loss_ce: 0.1928, aux.acc_seg: 81.9453, loss: 0.5644
2022-08-15 02:45:19,321 - mmseg - INFO - Iter [28100/160000] lr: 4.946e-05, eta: 17:33:53, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3761, decode.acc_seg: 85.0210, aux.loss_ce: 0.1953, aux.acc_seg: 81.3996, loss: 0.5715
2022-08-15 02:45:42,072 - mmseg - INFO - Iter [28150/160000] lr: 4.944e-05, eta: 17:33:23, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3903, decode.acc_seg: 84.6796, aux.loss_ce: 0.1977, aux.acc_seg: 81.5353, loss: 0.5879
2022-08-15 02:46:05,326 - mmseg - INFO - Iter [28200/160000] lr: 4.943e-05, eta: 17:32:56, time: 0.465, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3854, decode.acc_seg: 84.5605, aux.loss_ce: 0.1952, aux.acc_seg: 81.0579, loss: 0.5805
2022-08-15 02:46:27,598 - mmseg - INFO - Iter [28250/160000] lr: 4.941e-05, eta: 17:32:24, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4040, decode.acc_seg: 84.4061, aux.loss_ce: 0.2109, aux.acc_seg: 80.9901, loss: 0.6148
2022-08-15 02:46:49,952 - mmseg - INFO - Iter [28300/160000] lr: 4.939e-05, eta: 17:31:53, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4043, decode.acc_seg: 84.0214, aux.loss_ce: 0.2024, aux.acc_seg: 80.7616, loss: 0.6068
2022-08-15 02:47:12,340 - mmseg - INFO - Iter [28350/160000] lr: 4.937e-05, eta: 17:31:22, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3990, decode.acc_seg: 84.0376, aux.loss_ce: 0.1947, aux.acc_seg: 81.2547, loss: 0.5937
2022-08-15 02:47:35,082 - mmseg - INFO - Iter [28400/160000] lr: 4.935e-05, eta: 17:30:52, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3760, decode.acc_seg: 85.1409, aux.loss_ce: 0.1866, aux.acc_seg: 82.7272, loss: 0.5626
2022-08-15 02:47:57,410 - mmseg - INFO - Iter [28450/160000] lr: 4.933e-05, eta: 17:30:20, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4121, decode.acc_seg: 83.8737, aux.loss_ce: 0.2075, aux.acc_seg: 80.6630, loss: 0.6195
2022-08-15 02:48:19,838 - mmseg - INFO - Iter [28500/160000] lr: 4.931e-05, eta: 17:29:49, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4136, decode.acc_seg: 84.1771, aux.loss_ce: 0.2029, aux.acc_seg: 81.8006, loss: 0.6165
2022-08-15 02:48:42,498 - mmseg - INFO - Iter [28550/160000] lr: 4.929e-05, eta: 17:29:20, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3873, decode.acc_seg: 84.8942, aux.loss_ce: 0.1946, aux.acc_seg: 81.8533, loss: 0.5819
2022-08-15 02:49:05,119 - mmseg - INFO - Iter [28600/160000] lr: 4.928e-05, eta: 17:28:50, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3679, decode.acc_seg: 85.1451, aux.loss_ce: 0.1845, aux.acc_seg: 82.2422, loss: 0.5524
2022-08-15 02:49:27,616 - mmseg - INFO - Iter [28650/160000] lr: 4.926e-05, eta: 17:28:19, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3773, decode.acc_seg: 84.7937, aux.loss_ce: 0.1900, aux.acc_seg: 81.9466, loss: 0.5673
2022-08-15 02:49:50,046 - mmseg - INFO - Iter [28700/160000] lr: 4.924e-05, eta: 17:27:48, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3684, decode.acc_seg: 85.0113, aux.loss_ce: 0.1816, aux.acc_seg: 82.7493, loss: 0.5500
2022-08-15 02:50:12,488 - mmseg - INFO - Iter [28750/160000] lr: 4.922e-05, eta: 17:27:17, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4000, decode.acc_seg: 84.4007, aux.loss_ce: 0.1959, aux.acc_seg: 81.9560, loss: 0.5959
2022-08-15 02:50:35,546 - mmseg - INFO - Iter [28800/160000] lr: 4.920e-05, eta: 17:26:49, time: 0.461, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3890, decode.acc_seg: 84.4978, aux.loss_ce: 0.1984, aux.acc_seg: 81.1212, loss: 0.5874
2022-08-15 02:50:58,228 - mmseg - INFO - Iter [28850/160000] lr: 4.918e-05, eta: 17:26:20, time: 0.454, data_time: 0.007, memory: 20600, decode.loss_ce: 0.3891, decode.acc_seg: 84.5965, aux.loss_ce: 0.1953, aux.acc_seg: 81.7147, loss: 0.5844
2022-08-15 02:51:21,056 - mmseg - INFO - Iter [28900/160000] lr: 4.916e-05, eta: 17:25:51, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3809, decode.acc_seg: 85.3633, aux.loss_ce: 0.1938, aux.acc_seg: 82.1991, loss: 0.5748
2022-08-15 02:51:43,265 - mmseg - INFO - Iter [28950/160000] lr: 4.914e-05, eta: 17:25:19, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4118, decode.acc_seg: 83.4634, aux.loss_ce: 0.2101, aux.acc_seg: 80.1586, loss: 0.6219
2022-08-15 02:52:05,588 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:52:05,589 - mmseg - INFO - Iter [29000/160000] lr: 4.913e-05, eta: 17:24:48, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4231, decode.acc_seg: 84.1420, aux.loss_ce: 0.2047, aux.acc_seg: 81.3265, loss: 0.6278
2022-08-15 02:52:30,556 - mmseg - INFO - Iter [29050/160000] lr: 4.911e-05, eta: 17:24:29, time: 0.499, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4204, decode.acc_seg: 83.8364, aux.loss_ce: 0.2072, aux.acc_seg: 81.2055, loss: 0.6275
2022-08-15 02:52:52,899 - mmseg - INFO - Iter [29100/160000] lr: 4.909e-05, eta: 17:23:58, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3672, decode.acc_seg: 85.0309, aux.loss_ce: 0.1900, aux.acc_seg: 81.9743, loss: 0.5572
2022-08-15 02:53:15,201 - mmseg - INFO - Iter [29150/160000] lr: 4.907e-05, eta: 17:23:26, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3712, decode.acc_seg: 85.4355, aux.loss_ce: 0.1950, aux.acc_seg: 81.5682, loss: 0.5663
2022-08-15 02:53:37,560 - mmseg - INFO - Iter [29200/160000] lr: 4.905e-05, eta: 17:22:55, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3718, decode.acc_seg: 85.6540, aux.loss_ce: 0.1926, aux.acc_seg: 82.3364, loss: 0.5644
2022-08-15 02:53:59,883 - mmseg - INFO - Iter [29250/160000] lr: 4.903e-05, eta: 17:22:24, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3755, decode.acc_seg: 84.9877, aux.loss_ce: 0.1972, aux.acc_seg: 81.6315, loss: 0.5727
2022-08-15 02:54:22,758 - mmseg - INFO - Iter [29300/160000] lr: 4.901e-05, eta: 17:21:56, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3865, decode.acc_seg: 84.4064, aux.loss_ce: 0.1961, aux.acc_seg: 81.3126, loss: 0.5826
2022-08-15 02:54:45,060 - mmseg - INFO - Iter [29350/160000] lr: 4.899e-05, eta: 17:21:25, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3521, decode.acc_seg: 85.8583, aux.loss_ce: 0.1770, aux.acc_seg: 83.2383, loss: 0.5291
2022-08-15 02:55:07,786 - mmseg - INFO - Iter [29400/160000] lr: 4.898e-05, eta: 17:20:55, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3567, decode.acc_seg: 85.8051, aux.loss_ce: 0.1837, aux.acc_seg: 82.6308, loss: 0.5403
2022-08-15 02:55:30,071 - mmseg - INFO - Iter [29450/160000] lr: 4.896e-05, eta: 17:20:24, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3674, decode.acc_seg: 85.5013, aux.loss_ce: 0.1868, aux.acc_seg: 82.2544, loss: 0.5542
2022-08-15 02:55:52,693 - mmseg - INFO - Iter [29500/160000] lr: 4.894e-05, eta: 17:19:55, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3929, decode.acc_seg: 84.8368, aux.loss_ce: 0.2005, aux.acc_seg: 81.4620, loss: 0.5934
2022-08-15 02:56:15,562 - mmseg - INFO - Iter [29550/160000] lr: 4.892e-05, eta: 17:19:26, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3652, decode.acc_seg: 85.3948, aux.loss_ce: 0.1891, aux.acc_seg: 82.0554, loss: 0.5543
2022-08-15 02:56:37,841 - mmseg - INFO - Iter [29600/160000] lr: 4.890e-05, eta: 17:18:55, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4014, decode.acc_seg: 84.2732, aux.loss_ce: 0.2048, aux.acc_seg: 81.4727, loss: 0.6062
2022-08-15 02:57:00,025 - mmseg - INFO - Iter [29650/160000] lr: 4.888e-05, eta: 17:18:24, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3849, decode.acc_seg: 84.8118, aux.loss_ce: 0.1960, aux.acc_seg: 81.4821, loss: 0.5809
2022-08-15 02:57:22,348 - mmseg - INFO - Iter [29700/160000] lr: 4.886e-05, eta: 17:17:53, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3952, decode.acc_seg: 84.1692, aux.loss_ce: 0.1981, aux.acc_seg: 81.1876, loss: 0.5933
2022-08-15 02:57:45,123 - mmseg - INFO - Iter [29750/160000] lr: 4.884e-05, eta: 17:17:24, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3763, decode.acc_seg: 85.3119, aux.loss_ce: 0.1897, aux.acc_seg: 81.9417, loss: 0.5661
2022-08-15 02:58:07,554 - mmseg - INFO - Iter [29800/160000] lr: 4.883e-05, eta: 17:16:54, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3795, decode.acc_seg: 85.2836, aux.loss_ce: 0.1971, aux.acc_seg: 81.9845, loss: 0.5767
2022-08-15 02:58:29,792 - mmseg - INFO - Iter [29850/160000] lr: 4.881e-05, eta: 17:16:23, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3945, decode.acc_seg: 84.3325, aux.loss_ce: 0.2021, aux.acc_seg: 81.2528, loss: 0.5966
2022-08-15 02:58:52,102 - mmseg - INFO - Iter [29900/160000] lr: 4.879e-05, eta: 17:15:52, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3827, decode.acc_seg: 84.6363, aux.loss_ce: 0.1948, aux.acc_seg: 81.4464, loss: 0.5776
2022-08-15 02:59:14,778 - mmseg - INFO - Iter [29950/160000] lr: 4.877e-05, eta: 17:15:23, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3864, decode.acc_seg: 84.6237, aux.loss_ce: 0.1965, aux.acc_seg: 81.5057, loss: 0.5829
2022-08-15 02:59:37,377 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 02:59:37,377 - mmseg - INFO - Iter [30000/160000] lr: 4.875e-05, eta: 17:14:53, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3738, decode.acc_seg: 85.3719, aux.loss_ce: 0.1840, aux.acc_seg: 82.8406, loss: 0.5578
2022-08-15 03:00:00,334 - mmseg - INFO - Iter [30050/160000] lr: 4.873e-05, eta: 17:14:25, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3787, decode.acc_seg: 85.2006, aux.loss_ce: 0.1890, aux.acc_seg: 82.0119, loss: 0.5677
2022-08-15 03:00:23,266 - mmseg - INFO - Iter [30100/160000] lr: 4.871e-05, eta: 17:13:57, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3861, decode.acc_seg: 84.9690, aux.loss_ce: 0.1960, aux.acc_seg: 81.8077, loss: 0.5821
2022-08-15 03:00:45,483 - mmseg - INFO - Iter [30150/160000] lr: 4.869e-05, eta: 17:13:26, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3813, decode.acc_seg: 84.9932, aux.loss_ce: 0.1943, aux.acc_seg: 81.7004, loss: 0.5757
2022-08-15 03:01:07,942 - mmseg - INFO - Iter [30200/160000] lr: 4.868e-05, eta: 17:12:56, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3729, decode.acc_seg: 85.4996, aux.loss_ce: 0.1874, aux.acc_seg: 82.6927, loss: 0.5603
2022-08-15 03:01:30,873 - mmseg - INFO - Iter [30250/160000] lr: 4.866e-05, eta: 17:12:29, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3855, decode.acc_seg: 84.6280, aux.loss_ce: 0.1963, aux.acc_seg: 81.4409, loss: 0.5818
2022-08-15 03:01:53,446 - mmseg - INFO - Iter [30300/160000] lr: 4.864e-05, eta: 17:11:59, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3889, decode.acc_seg: 84.6383, aux.loss_ce: 0.1983, aux.acc_seg: 81.3130, loss: 0.5873
2022-08-15 03:02:17,976 - mmseg - INFO - Iter [30350/160000] lr: 4.862e-05, eta: 17:11:38, time: 0.490, data_time: 0.054, memory: 20600, decode.loss_ce: 0.3664, decode.acc_seg: 85.2374, aux.loss_ce: 0.1938, aux.acc_seg: 81.9230, loss: 0.5602
2022-08-15 03:02:40,608 - mmseg - INFO - Iter [30400/160000] lr: 4.860e-05, eta: 17:11:09, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3812, decode.acc_seg: 84.9959, aux.loss_ce: 0.1984, aux.acc_seg: 81.3385, loss: 0.5795
2022-08-15 03:03:03,242 - mmseg - INFO - Iter [30450/160000] lr: 4.858e-05, eta: 17:10:40, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3608, decode.acc_seg: 85.8583, aux.loss_ce: 0.1880, aux.acc_seg: 82.3570, loss: 0.5489
2022-08-15 03:03:25,584 - mmseg - INFO - Iter [30500/160000] lr: 4.856e-05, eta: 17:10:09, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3620, decode.acc_seg: 85.3253, aux.loss_ce: 0.1846, aux.acc_seg: 82.3295, loss: 0.5466
2022-08-15 03:03:48,139 - mmseg - INFO - Iter [30550/160000] lr: 4.854e-05, eta: 17:09:40, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3622, decode.acc_seg: 85.6514, aux.loss_ce: 0.1888, aux.acc_seg: 82.5101, loss: 0.5510
2022-08-15 03:04:10,997 - mmseg - INFO - Iter [30600/160000] lr: 4.853e-05, eta: 17:09:12, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3757, decode.acc_seg: 85.2673, aux.loss_ce: 0.1964, aux.acc_seg: 81.6249, loss: 0.5721
2022-08-15 03:04:33,977 - mmseg - INFO - Iter [30650/160000] lr: 4.851e-05, eta: 17:08:44, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3560, decode.acc_seg: 85.7110, aux.loss_ce: 0.1817, aux.acc_seg: 82.7516, loss: 0.5377
2022-08-15 03:04:56,480 - mmseg - INFO - Iter [30700/160000] lr: 4.849e-05, eta: 17:08:15, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3713, decode.acc_seg: 85.1502, aux.loss_ce: 0.1873, aux.acc_seg: 82.1977, loss: 0.5585
2022-08-15 03:05:18,732 - mmseg - INFO - Iter [30750/160000] lr: 4.847e-05, eta: 17:07:44, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3805, decode.acc_seg: 84.9760, aux.loss_ce: 0.1907, aux.acc_seg: 82.0971, loss: 0.5711
2022-08-15 03:05:41,040 - mmseg - INFO - Iter [30800/160000] lr: 4.845e-05, eta: 17:07:14, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3502, decode.acc_seg: 86.0419, aux.loss_ce: 0.1781, aux.acc_seg: 83.1515, loss: 0.5283
2022-08-15 03:06:03,494 - mmseg - INFO - Iter [30850/160000] lr: 4.843e-05, eta: 17:06:44, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.3429, decode.acc_seg: 86.6032, aux.loss_ce: 0.1769, aux.acc_seg: 83.4082, loss: 0.5198
2022-08-15 03:06:26,003 - mmseg - INFO - Iter [30900/160000] lr: 4.841e-05, eta: 17:06:15, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3712, decode.acc_seg: 84.9624, aux.loss_ce: 0.1881, aux.acc_seg: 82.0263, loss: 0.5594
2022-08-15 03:06:48,988 - mmseg - INFO - Iter [30950/160000] lr: 4.839e-05, eta: 17:05:47, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3812, decode.acc_seg: 84.2144, aux.loss_ce: 0.1927, aux.acc_seg: 81.1103, loss: 0.5739
2022-08-15 03:07:11,342 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 03:07:11,342 - mmseg - INFO - Iter [31000/160000] lr: 4.838e-05, eta: 17:05:17, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3624, decode.acc_seg: 85.1881, aux.loss_ce: 0.1841, aux.acc_seg: 82.0169, loss: 0.5465
2022-08-15 03:07:33,778 - mmseg - INFO - Iter [31050/160000] lr: 4.836e-05, eta: 17:04:47, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3870, decode.acc_seg: 84.9021, aux.loss_ce: 0.1958, aux.acc_seg: 81.9841, loss: 0.5827
2022-08-15 03:07:56,054 - mmseg - INFO - Iter [31100/160000] lr: 4.834e-05, eta: 17:04:17, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3844, decode.acc_seg: 85.2530, aux.loss_ce: 0.1967, aux.acc_seg: 82.2059, loss: 0.5810
2022-08-15 03:08:18,401 - mmseg - INFO - Iter [31150/160000] lr: 4.832e-05, eta: 17:03:47, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3803, decode.acc_seg: 84.3405, aux.loss_ce: 0.1945, aux.acc_seg: 81.2170, loss: 0.5748
2022-08-15 03:08:40,682 - mmseg - INFO - Iter [31200/160000] lr: 4.830e-05, eta: 17:03:17, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3947, decode.acc_seg: 84.8197, aux.loss_ce: 0.1894, aux.acc_seg: 82.3566, loss: 0.5840
2022-08-15 03:09:03,579 - mmseg - INFO - Iter [31250/160000] lr: 4.828e-05, eta: 17:02:49, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3919, decode.acc_seg: 84.6948, aux.loss_ce: 0.2054, aux.acc_seg: 80.8567, loss: 0.5974
2022-08-15 03:09:26,087 - mmseg - INFO - Iter [31300/160000] lr: 4.826e-05, eta: 17:02:20, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3972, decode.acc_seg: 84.4718, aux.loss_ce: 0.1960, aux.acc_seg: 81.7883, loss: 0.5932
2022-08-15 03:09:48,613 - mmseg - INFO - Iter [31350/160000] lr: 4.824e-05, eta: 17:01:51, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3845, decode.acc_seg: 84.9405, aux.loss_ce: 0.1918, aux.acc_seg: 82.2425, loss: 0.5763
2022-08-15 03:10:11,243 - mmseg - INFO - Iter [31400/160000] lr: 4.823e-05, eta: 17:01:22, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3977, decode.acc_seg: 84.5492, aux.loss_ce: 0.2089, aux.acc_seg: 80.5751, loss: 0.6067
2022-08-15 03:10:33,575 - mmseg - INFO - Iter [31450/160000] lr: 4.821e-05, eta: 17:00:52, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3694, decode.acc_seg: 85.2396, aux.loss_ce: 0.1909, aux.acc_seg: 82.1659, loss: 0.5603
2022-08-15 03:10:56,051 - mmseg - INFO - Iter [31500/160000] lr: 4.819e-05, eta: 17:00:23, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3820, decode.acc_seg: 84.7666, aux.loss_ce: 0.1907, aux.acc_seg: 82.1292, loss: 0.5727
2022-08-15 03:11:18,482 - mmseg - INFO - Iter [31550/160000] lr: 4.817e-05, eta: 16:59:53, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3644, decode.acc_seg: 85.6004, aux.loss_ce: 0.1879, aux.acc_seg: 82.2313, loss: 0.5523
2022-08-15 03:11:43,352 - mmseg - INFO - Iter [31600/160000] lr: 4.815e-05, eta: 16:59:34, time: 0.497, data_time: 0.054, memory: 20600, decode.loss_ce: 0.3769, decode.acc_seg: 85.1582, aux.loss_ce: 0.1933, aux.acc_seg: 81.7696, loss: 0.5702
2022-08-15 03:12:05,701 - mmseg - INFO - Iter [31650/160000] lr: 4.813e-05, eta: 16:59:04, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3556, decode.acc_seg: 85.5332, aux.loss_ce: 0.1794, aux.acc_seg: 82.7740, loss: 0.5350
2022-08-15 03:12:28,119 - mmseg - INFO - Iter [31700/160000] lr: 4.811e-05, eta: 16:58:34, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3523, decode.acc_seg: 85.9833, aux.loss_ce: 0.1833, aux.acc_seg: 82.8874, loss: 0.5356
2022-08-15 03:12:50,375 - mmseg - INFO - Iter [31750/160000] lr: 4.809e-05, eta: 16:58:04, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3555, decode.acc_seg: 85.6059, aux.loss_ce: 0.1862, aux.acc_seg: 82.4883, loss: 0.5417
2022-08-15 03:13:12,956 - mmseg - INFO - Iter [31800/160000] lr: 4.808e-05, eta: 16:57:35, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3524, decode.acc_seg: 86.0742, aux.loss_ce: 0.1843, aux.acc_seg: 83.1268, loss: 0.5367
2022-08-15 03:13:35,721 - mmseg - INFO - Iter [31850/160000] lr: 4.806e-05, eta: 16:57:07, time: 0.455, data_time: 0.005, memory: 20600, decode.loss_ce: 0.3739, decode.acc_seg: 84.3098, aux.loss_ce: 0.1884, aux.acc_seg: 81.5358, loss: 0.5623
2022-08-15 03:13:58,611 - mmseg - INFO - Iter [31900/160000] lr: 4.804e-05, eta: 16:56:40, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3661, decode.acc_seg: 85.4021, aux.loss_ce: 0.1879, aux.acc_seg: 81.9655, loss: 0.5540
2022-08-15 03:14:20,852 - mmseg - INFO - Iter [31950/160000] lr: 4.802e-05, eta: 16:56:10, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.3519, decode.acc_seg: 85.9866, aux.loss_ce: 0.1834, aux.acc_seg: 82.9148, loss: 0.5353
2022-08-15 03:14:43,136 - mmseg - INFO - Saving checkpoint at 32000 iterations
2022-08-15 03:14:46,823 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-15 03:14:46,823 - mmseg - INFO - Iter [32000/160000] lr: 4.800e-05, eta: 16:55:55, time: 0.519, data_time: 0.005, memory: 20600, decode.loss_ce: 0.3748, decode.acc_seg: 85.2324, aux.loss_ce: 0.1986, aux.acc_seg: 81.6894, loss: 0.5734
2022-08-15 03:15:17,043 - mmseg - INFO - per class results:
2022-08-15 03:15:17,051 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 75.62 | 87.01 |
| building | 80.98 | 89.61 |
| sky | 93.95 | 97.59 |
| floor | 80.68 | 88.8 |
| tree | 73.61 | 86.61 |
| ceiling | 82.67 | 89.01 |
| road | 81.31 | 87.34 |
| bed | 86.69 | 95.44 |
| windowpane | 60.72 | 79.95 |
| grass | 64.98 | 75.85 |
| cabinet | 56.35 | 66.22 |
| sidewalk | 59.88 | 80.84 |
| person | 77.92 | 90.56 |
| earth | 34.43 | 46.95 |
| door | 43.23 | 54.02 |
| table | 56.24 | 74.09 |
| mountain | 49.96 | 67.08 |
| plant | 50.88 | 66.07 |
| curtain | 71.02 | 84.15 |
| chair | 54.11 | 68.07 |
| car | 84.04 | 92.73 |
| water | 46.22 | 55.4 |
| painting | 67.99 | 84.11 |
| sofa | 61.78 | 72.95 |
| shelf | 45.14 | 69.75 |
| house | 43.2 | 65.58 |
| sea | 57.89 | 83.11 |
| mirror | 59.17 | 66.21 |
| rug | 65.93 | 79.4 |
| field | 29.27 | 57.14 |
| armchair | 39.97 | 59.79 |
| seat | 63.5 | 82.49 |
| fence | 47.93 | 62.2 |
| desk | 46.2 | 67.29 |
| rock | 36.08 | 52.89 |
| wardrobe | 47.53 | 69.58 |
| lamp | 57.94 | 73.07 |
| bathtub | 75.37 | 85.3 |
| railing | 36.59 | 49.86 |
| cushion | 54.44 | 67.71 |
| base | 34.18 | 56.56 |
| box | 28.0 | 36.2 |
| column | 45.7 | 56.0 |
| signboard | 36.96 | 48.42 |
| chest of drawers | 35.56 | 65.34 |
| counter | 31.55 | 36.66 |
| sand | 45.81 | 70.11 |
| sink | 67.7 | 75.72 |
| skyscraper | 63.71 | 90.56 |
| fireplace | 70.91 | 90.11 |
| refrigerator | 64.66 | 85.59 |
| grandstand | 48.09 | 80.08 |
| path | 17.67 | 23.6 |
| stairs | 30.11 | 41.83 |
| runway | 73.78 | 98.82 |
| case | 66.71 | 84.13 |
| pool table | 91.23 | 95.93 |
| pillow | 52.57 | 59.92 |
| screen door | 53.04 | 58.71 |
| stairway | 33.56 | 46.17 |
| river | 14.24 | 50.43 |
| bridge | 39.19 | 50.4 |
| bookcase | 37.25 | 57.18 |
| blind | 38.1 | 41.24 |
| coffee table | 56.97 | 78.01 |
| toilet | 74.12 | 91.58 |
| flower | 32.55 | 39.13 |
| book | 43.47 | 63.74 |
| hill | 7.11 | 13.59 |
| bench | 38.56 | 44.53 |
| countertop | 50.77 | 60.15 |
| stove | 66.19 | 87.74 |
| palm | 44.81 | 86.72 |
| kitchen island | 36.01 | 67.92 |
| computer | 67.7 | 86.81 |
| swivel chair | 43.37 | 69.82 |
| boat | 48.85 | 84.68 |
| bar | 34.43 | 43.01 |
| arcade machine | 75.74 | 88.89 |
| hovel | 30.99 | 47.79 |
| bus | 78.27 | 96.38 |
| towel | 62.51 | 79.39 |
| light | 50.01 | 56.77 |
| truck | 35.83 | 46.26 |
| tower | 33.61 | 73.1 |
| chandelier | 65.48 | 80.86 |
| awning | 30.96 | 41.02 |
| streetlight | 23.56 | 34.7 |
| booth | 20.44 | 61.87 |
| television receiver | 66.99 | 75.79 |
| airplane | 54.62 | 65.89 |
| dirt track | 6.5 | 26.34 |
| apparel | 34.69 | 48.31 |
| pole | 16.72 | 22.57 |
| land | 1.16 | 1.45 |
| bannister | 12.76 | 16.27 |
| escalator | 46.65 | 51.28 |
| ottoman | 49.0 | 63.55 |
| bottle | 36.06 | 60.82 |
| buffet | 43.86 | 58.85 |
| poster | 33.92 | 51.95 |
| stage | 21.47 | 43.46 |
| van | 39.03 | 51.75 |
| ship | 74.49 | 85.55 |
| fountain | 25.54 | 25.66 |
| conveyer belt | 66.7 | 92.44 |
| canopy | 17.92 | 31.62 |
| washer | 65.64 | 73.1 |
| plaything | 27.68 | 46.47 |
| swimming pool | 57.9 | 89.1 |
| stool | 42.07 | 53.54 |
| barrel | 33.76 | 65.02 |
| basket | 39.06 | 51.67 |
| waterfall | 44.97 | 52.3 |
| tent | 69.89 | 98.5 |
| bag | 15.03 | 20.9 |
| minibike | 67.15 | 81.71 |
| cradle | 80.85 | 94.54 |
| oven | 25.53 | 35.65 |
| ball | 39.27 | 41.13 |
| food | 52.66 | 63.68 |
| step | 7.04 | 8.13 |
| tank | 55.63 | 62.31 |
| trade name | 29.37 | 38.54 |
| microwave | 54.95 | 59.96 |
| pot | 43.09 | 51.47 |
| animal | 55.85 | 58.19 |
| bicycle | 52.92 | 68.65 |
| lake | 49.86 | 51.3 |
| dishwasher | 45.05 | 49.24 |
| screen | 67.93 | 88.99 |
| blanket | 16.35 | 21.0 |
| sculpture | 56.65 | 81.66 |
| hood | 49.7 | 51.66 |
| sconce | 35.99 | 42.75 |
| vase | 32.39 | 45.46 |
| traffic light | 27.86 | 49.25 |
| tray | 1.67 | 2.0 |
| ashcan | 35.98 | 48.83 |
| fan | 60.11 | 77.03 |
| pier | 34.07 | 42.35 |
| crt screen | 4.59 | 8.98 |
| plate | 52.07 | 66.67 |
| monitor | 17.25 | 26.56 |
| bulletin board | 51.67 | 63.62 |
| shower | 0.0 | 0.0 |
| radiator | 57.38 | 64.62 |
| glass | 10.69 | 11.23 |
| clock | 35.87 | 41.83 |
| flag | 53.02 | 61.63 |
+---------------------+-------+-------+
2022-08-15 03:15:17,051 - mmseg - INFO - Summary:
2022-08-15 03:15:17,051 - mmseg - INFO -