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upernet_160k_nextvit_base.log
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upernet_160k_nextvit_base.log
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2022-08-04 14:37:51,236 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters
2022-08-04 14:38:35,893 - mmseg - INFO - Iter [50/160000] lr: 1.959e-06, eta: 1 day, 6:04:44, time: 0.677, data_time: 0.008, memory: 15775, decode.loss_ce: 4.1513, decode.acc_seg: 0.4616, aux.loss_ce: 1.6573, aux.acc_seg: 0.5598, loss: 5.8087
2022-08-04 14:38:59,550 - mmseg - INFO - Iter [100/160000] lr: 3.958e-06, eta: 1 day, 1:32:51, time: 0.473, data_time: 0.006, memory: 15775, decode.loss_ce: 4.0570, decode.acc_seg: 4.3880, aux.loss_ce: 1.6406, aux.acc_seg: 0.7792, loss: 5.6975
2022-08-04 14:39:22,957 - mmseg - INFO - Iter [150/160000] lr: 5.955e-06, eta: 23:57:21, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 3.8516, decode.acc_seg: 17.4682, aux.loss_ce: 1.5956, aux.acc_seg: 1.8765, loss: 5.4472
2022-08-04 14:39:46,093 - mmseg - INFO - Iter [200/160000] lr: 7.950e-06, eta: 23:05:48, time: 0.463, data_time: 0.005, memory: 15775, decode.loss_ce: 3.7105, decode.acc_seg: 30.9461, aux.loss_ce: 1.6183, aux.acc_seg: 6.6097, loss: 5.3288
2022-08-04 14:40:09,577 - mmseg - INFO - Iter [250/160000] lr: 9.945e-06, eta: 22:38:21, time: 0.470, data_time: 0.005, memory: 15775, decode.loss_ce: 3.3165, decode.acc_seg: 37.3350, aux.loss_ce: 1.5740, aux.acc_seg: 17.9065, loss: 4.8905
2022-08-04 14:40:32,665 - mmseg - INFO - Iter [300/160000] lr: 1.194e-05, eta: 22:16:27, time: 0.462, data_time: 0.005, memory: 15775, decode.loss_ce: 3.0611, decode.acc_seg: 40.3915, aux.loss_ce: 1.5372, aux.acc_seg: 27.8014, loss: 4.5983
2022-08-04 14:40:55,768 - mmseg - INFO - Iter [350/160000] lr: 1.393e-05, eta: 22:00:48, time: 0.462, data_time: 0.005, memory: 15775, decode.loss_ce: 2.8213, decode.acc_seg: 43.7690, aux.loss_ce: 1.4732, aux.acc_seg: 34.0902, loss: 4.2945
2022-08-04 14:41:18,736 - mmseg - INFO - Iter [400/160000] lr: 1.592e-05, eta: 21:48:03, time: 0.459, data_time: 0.005, memory: 15775, decode.loss_ce: 2.6885, decode.acc_seg: 46.4628, aux.loss_ce: 1.4367, aux.acc_seg: 37.5436, loss: 4.1252
2022-08-04 14:41:41,680 - mmseg - INFO - Iter [450/160000] lr: 1.791e-05, eta: 21:37:51, time: 0.459, data_time: 0.005, memory: 15775, decode.loss_ce: 2.4973, decode.acc_seg: 49.3061, aux.loss_ce: 1.3614, aux.acc_seg: 41.5244, loss: 3.8587
2022-08-04 14:42:04,883 - mmseg - INFO - Iter [500/160000] lr: 1.990e-05, eta: 21:31:09, time: 0.464, data_time: 0.005, memory: 15775, decode.loss_ce: 2.3538, decode.acc_seg: 49.2157, aux.loss_ce: 1.2957, aux.acc_seg: 41.5379, loss: 3.6495
2022-08-04 14:42:28,103 - mmseg - INFO - Iter [550/160000] lr: 2.188e-05, eta: 21:25:31, time: 0.464, data_time: 0.005, memory: 15775, decode.loss_ce: 2.1662, decode.acc_seg: 49.9410, aux.loss_ce: 1.2007, aux.acc_seg: 41.6227, loss: 3.3669
2022-08-04 14:42:51,326 - mmseg - INFO - Iter [600/160000] lr: 2.387e-05, eta: 21:20:55, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 2.0547, decode.acc_seg: 55.9731, aux.loss_ce: 1.1767, aux.acc_seg: 47.6776, loss: 3.2313
2022-08-04 14:43:14,442 - mmseg - INFO - Iter [650/160000] lr: 2.585e-05, eta: 21:16:28, time: 0.462, data_time: 0.005, memory: 15775, decode.loss_ce: 1.9196, decode.acc_seg: 55.8594, aux.loss_ce: 1.1023, aux.acc_seg: 48.6972, loss: 3.0220
2022-08-04 14:43:37,330 - mmseg - INFO - Iter [700/160000] lr: 2.784e-05, eta: 21:11:43, time: 0.458, data_time: 0.005, memory: 15775, decode.loss_ce: 1.8113, decode.acc_seg: 56.6596, aux.loss_ce: 1.0402, aux.acc_seg: 49.6706, loss: 2.8515
2022-08-04 14:44:00,312 - mmseg - INFO - Iter [750/160000] lr: 2.982e-05, eta: 21:07:51, time: 0.459, data_time: 0.005, memory: 15775, decode.loss_ce: 1.8270, decode.acc_seg: 54.9731, aux.loss_ce: 1.0191, aux.acc_seg: 48.4857, loss: 2.8461
2022-08-04 14:44:23,321 - mmseg - INFO - Iter [800/160000] lr: 3.180e-05, eta: 21:04:32, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 1.6897, decode.acc_seg: 57.7923, aux.loss_ce: 0.9524, aux.acc_seg: 51.5023, loss: 2.6420
2022-08-04 14:44:46,390 - mmseg - INFO - Iter [850/160000] lr: 3.378e-05, eta: 21:01:49, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 1.6469, decode.acc_seg: 58.4751, aux.loss_ce: 0.9303, aux.acc_seg: 51.3781, loss: 2.5771
2022-08-04 14:45:09,155 - mmseg - INFO - Iter [900/160000] lr: 3.576e-05, eta: 20:58:21, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 1.6536, decode.acc_seg: 58.0652, aux.loss_ce: 0.9107, aux.acc_seg: 51.4507, loss: 2.5643
2022-08-04 14:45:32,058 - mmseg - INFO - Iter [950/160000] lr: 3.773e-05, eta: 20:55:43, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 1.5561, decode.acc_seg: 59.3937, aux.loss_ce: 0.8560, aux.acc_seg: 52.7169, loss: 2.4122
2022-08-04 14:45:54,778 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 14:45:54,778 - mmseg - INFO - Iter [1000/160000] lr: 3.971e-05, eta: 20:52:45, time: 0.454, data_time: 0.005, memory: 15775, decode.loss_ce: 1.5188, decode.acc_seg: 59.5454, aux.loss_ce: 0.8186, aux.acc_seg: 53.7912, loss: 2.3374
2022-08-04 14:46:18,080 - mmseg - INFO - Iter [1050/160000] lr: 4.168e-05, eta: 20:51:31, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 1.4390, decode.acc_seg: 61.8836, aux.loss_ce: 0.7698, aux.acc_seg: 56.3756, loss: 2.2087
2022-08-04 14:46:41,052 - mmseg - INFO - Iter [1100/160000] lr: 4.366e-05, eta: 20:49:33, time: 0.459, data_time: 0.005, memory: 15775, decode.loss_ce: 1.4682, decode.acc_seg: 60.4077, aux.loss_ce: 0.7664, aux.acc_seg: 54.5599, loss: 2.2347
2022-08-04 14:47:04,098 - mmseg - INFO - Iter [1150/160000] lr: 4.563e-05, eta: 20:47:52, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 1.4556, decode.acc_seg: 60.8665, aux.loss_ce: 0.7600, aux.acc_seg: 54.7825, loss: 2.2156
2022-08-04 14:47:27,317 - mmseg - INFO - Iter [1200/160000] lr: 4.760e-05, eta: 20:46:44, time: 0.465, data_time: 0.005, memory: 15775, decode.loss_ce: 1.3576, decode.acc_seg: 62.3082, aux.loss_ce: 0.7055, aux.acc_seg: 55.8582, loss: 2.0632
2022-08-04 14:47:50,267 - mmseg - INFO - Iter [1250/160000] lr: 4.957e-05, eta: 20:45:02, time: 0.459, data_time: 0.005, memory: 15775, decode.loss_ce: 1.3738, decode.acc_seg: 62.2776, aux.loss_ce: 0.7087, aux.acc_seg: 56.0120, loss: 2.0825
2022-08-04 14:48:15,803 - mmseg - INFO - Iter [1300/160000] lr: 5.154e-05, eta: 20:48:46, time: 0.511, data_time: 0.050, memory: 15775, decode.loss_ce: 1.3626, decode.acc_seg: 61.9670, aux.loss_ce: 0.6985, aux.acc_seg: 56.4272, loss: 2.0611
2022-08-04 14:48:38,863 - mmseg - INFO - Iter [1350/160000] lr: 5.351e-05, eta: 20:47:18, time: 0.461, data_time: 0.005, memory: 15775, decode.loss_ce: 1.3398, decode.acc_seg: 61.3930, aux.loss_ce: 0.6828, aux.acc_seg: 55.0102, loss: 2.0227
2022-08-04 14:49:01,938 - mmseg - INFO - Iter [1400/160000] lr: 5.547e-05, eta: 20:45:56, time: 0.461, data_time: 0.005, memory: 15775, decode.loss_ce: 1.3239, decode.acc_seg: 62.7893, aux.loss_ce: 0.6740, aux.acc_seg: 56.2588, loss: 1.9979
2022-08-04 14:49:25,160 - mmseg - INFO - Iter [1450/160000] lr: 5.744e-05, eta: 20:44:55, time: 0.464, data_time: 0.005, memory: 15775, decode.loss_ce: 1.2308, decode.acc_seg: 64.5096, aux.loss_ce: 0.6248, aux.acc_seg: 58.9829, loss: 1.8556
2022-08-04 14:49:48,119 - mmseg - INFO - Iter [1500/160000] lr: 5.940e-05, eta: 20:43:28, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 1.2452, decode.acc_seg: 64.1316, aux.loss_ce: 0.6279, aux.acc_seg: 58.3478, loss: 1.8730
2022-08-04 14:50:11,122 - mmseg - INFO - Iter [1550/160000] lr: 5.942e-05, eta: 20:42:10, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 1.2916, decode.acc_seg: 62.2153, aux.loss_ce: 0.6380, aux.acc_seg: 57.3402, loss: 1.9296
2022-08-04 14:50:34,295 - mmseg - INFO - Iter [1600/160000] lr: 5.940e-05, eta: 20:41:12, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 1.2231, decode.acc_seg: 64.6203, aux.loss_ce: 0.6138, aux.acc_seg: 59.9950, loss: 1.8369
2022-08-04 14:50:57,536 - mmseg - INFO - Iter [1650/160000] lr: 5.938e-05, eta: 20:40:22, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 1.2164, decode.acc_seg: 65.2657, aux.loss_ce: 0.6107, aux.acc_seg: 60.1273, loss: 1.8272
2022-08-04 14:51:20,961 - mmseg - INFO - Iter [1700/160000] lr: 5.936e-05, eta: 20:39:53, time: 0.469, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1753, decode.acc_seg: 65.3399, aux.loss_ce: 0.5852, aux.acc_seg: 60.1138, loss: 1.7605
2022-08-04 14:51:44,084 - mmseg - INFO - Iter [1750/160000] lr: 5.934e-05, eta: 20:38:55, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1777, decode.acc_seg: 65.2609, aux.loss_ce: 0.5843, aux.acc_seg: 60.9541, loss: 1.7621
2022-08-04 14:52:07,374 - mmseg - INFO - Iter [1800/160000] lr: 5.933e-05, eta: 20:38:15, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1829, decode.acc_seg: 63.8757, aux.loss_ce: 0.5888, aux.acc_seg: 59.1543, loss: 1.7717
2022-08-04 14:52:30,769 - mmseg - INFO - Iter [1850/160000] lr: 5.931e-05, eta: 20:37:42, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1968, decode.acc_seg: 63.6541, aux.loss_ce: 0.5809, aux.acc_seg: 60.5651, loss: 1.7776
2022-08-04 14:52:53,894 - mmseg - INFO - Iter [1900/160000] lr: 5.929e-05, eta: 20:36:51, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0793, decode.acc_seg: 67.0464, aux.loss_ce: 0.5343, aux.acc_seg: 63.0261, loss: 1.6136
2022-08-04 14:53:16,982 - mmseg - INFO - Iter [1950/160000] lr: 5.927e-05, eta: 20:35:56, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1583, decode.acc_seg: 65.7857, aux.loss_ce: 0.5743, aux.acc_seg: 61.6811, loss: 1.7326
2022-08-04 14:53:40,036 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 14:53:40,036 - mmseg - INFO - Iter [2000/160000] lr: 5.925e-05, eta: 20:35:01, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1483, decode.acc_seg: 65.2060, aux.loss_ce: 0.5671, aux.acc_seg: 60.5641, loss: 1.7154
2022-08-04 14:54:03,418 - mmseg - INFO - Iter [2050/160000] lr: 5.923e-05, eta: 20:34:32, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1135, decode.acc_seg: 66.3767, aux.loss_ce: 0.5487, aux.acc_seg: 62.2744, loss: 1.6623
2022-08-04 14:54:26,464 - mmseg - INFO - Iter [2100/160000] lr: 5.921e-05, eta: 20:33:38, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0796, decode.acc_seg: 66.4246, aux.loss_ce: 0.5203, aux.acc_seg: 62.7948, loss: 1.5999
2022-08-04 14:54:49,592 - mmseg - INFO - Iter [2150/160000] lr: 5.919e-05, eta: 20:32:52, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1396, decode.acc_seg: 65.0176, aux.loss_ce: 0.5583, aux.acc_seg: 61.4222, loss: 1.6979
2022-08-04 14:55:12,551 - mmseg - INFO - Iter [2200/160000] lr: 5.918e-05, eta: 20:31:55, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 1.1128, decode.acc_seg: 66.0436, aux.loss_ce: 0.5538, aux.acc_seg: 61.9978, loss: 1.6666
2022-08-04 14:55:35,617 - mmseg - INFO - Iter [2250/160000] lr: 5.916e-05, eta: 20:31:06, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0658, decode.acc_seg: 67.5468, aux.loss_ce: 0.5234, aux.acc_seg: 63.8430, loss: 1.5892
2022-08-04 14:55:58,902 - mmseg - INFO - Iter [2300/160000] lr: 5.914e-05, eta: 20:30:33, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0668, decode.acc_seg: 66.8544, aux.loss_ce: 0.5296, aux.acc_seg: 63.2756, loss: 1.5964
2022-08-04 14:56:22,030 - mmseg - INFO - Iter [2350/160000] lr: 5.912e-05, eta: 20:29:51, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0402, decode.acc_seg: 67.2705, aux.loss_ce: 0.5131, aux.acc_seg: 63.8701, loss: 1.5533
2022-08-04 14:56:45,205 - mmseg - INFO - Iter [2400/160000] lr: 5.910e-05, eta: 20:29:13, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0125, decode.acc_seg: 68.0482, aux.loss_ce: 0.5065, aux.acc_seg: 63.6943, loss: 1.5189
2022-08-04 14:57:08,958 - mmseg - INFO - Iter [2450/160000] lr: 5.908e-05, eta: 20:29:13, time: 0.475, data_time: 0.005, memory: 15775, decode.loss_ce: 1.0587, decode.acc_seg: 66.7702, aux.loss_ce: 0.5282, aux.acc_seg: 62.2548, loss: 1.5869
2022-08-04 14:57:32,040 - mmseg - INFO - Iter [2500/160000] lr: 5.906e-05, eta: 20:28:29, time: 0.462, data_time: 0.005, memory: 15775, decode.loss_ce: 1.0442, decode.acc_seg: 67.2198, aux.loss_ce: 0.5086, aux.acc_seg: 63.3884, loss: 1.5528
2022-08-04 14:57:57,770 - mmseg - INFO - Iter [2550/160000] lr: 5.904e-05, eta: 20:30:29, time: 0.515, data_time: 0.051, memory: 15775, decode.loss_ce: 1.0340, decode.acc_seg: 67.1062, aux.loss_ce: 0.5141, aux.acc_seg: 62.4152, loss: 1.5481
2022-08-04 14:58:20,784 - mmseg - INFO - Iter [2600/160000] lr: 5.903e-05, eta: 20:29:40, time: 0.460, data_time: 0.005, memory: 15775, decode.loss_ce: 1.0257, decode.acc_seg: 67.5134, aux.loss_ce: 0.5176, aux.acc_seg: 63.3276, loss: 1.5434
2022-08-04 14:58:44,052 - mmseg - INFO - Iter [2650/160000] lr: 5.901e-05, eta: 20:29:06, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9822, decode.acc_seg: 68.1634, aux.loss_ce: 0.4924, aux.acc_seg: 63.9993, loss: 1.4745
2022-08-04 14:59:07,057 - mmseg - INFO - Iter [2700/160000] lr: 5.899e-05, eta: 20:28:18, time: 0.460, data_time: 0.005, memory: 15775, decode.loss_ce: 1.0221, decode.acc_seg: 66.5427, aux.loss_ce: 0.5080, aux.acc_seg: 62.2248, loss: 1.5301
2022-08-04 14:59:30,306 - mmseg - INFO - Iter [2750/160000] lr: 5.897e-05, eta: 20:27:44, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9446, decode.acc_seg: 68.4353, aux.loss_ce: 0.4747, aux.acc_seg: 64.6614, loss: 1.4193
2022-08-04 14:59:53,633 - mmseg - INFO - Iter [2800/160000] lr: 5.895e-05, eta: 20:27:15, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 1.0162, decode.acc_seg: 67.6604, aux.loss_ce: 0.4990, aux.acc_seg: 63.2751, loss: 1.5152
2022-08-04 15:00:16,957 - mmseg - INFO - Iter [2850/160000] lr: 5.893e-05, eta: 20:26:46, time: 0.466, data_time: 0.005, memory: 15775, decode.loss_ce: 0.9808, decode.acc_seg: 68.3014, aux.loss_ce: 0.4826, aux.acc_seg: 64.0229, loss: 1.4634
2022-08-04 15:00:40,165 - mmseg - INFO - Iter [2900/160000] lr: 5.891e-05, eta: 20:26:11, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9802, decode.acc_seg: 68.6977, aux.loss_ce: 0.4771, aux.acc_seg: 64.9102, loss: 1.4574
2022-08-04 15:01:03,249 - mmseg - INFO - Iter [2950/160000] lr: 5.889e-05, eta: 20:25:31, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9561, decode.acc_seg: 69.3713, aux.loss_ce: 0.4735, aux.acc_seg: 65.6177, loss: 1.4296
2022-08-04 15:01:26,464 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:01:26,465 - mmseg - INFO - Iter [3000/160000] lr: 5.888e-05, eta: 20:24:56, time: 0.464, data_time: 0.005, memory: 15775, decode.loss_ce: 0.9820, decode.acc_seg: 68.9385, aux.loss_ce: 0.4869, aux.acc_seg: 64.5706, loss: 1.4689
2022-08-04 15:01:49,942 - mmseg - INFO - Iter [3050/160000] lr: 5.886e-05, eta: 20:24:37, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8818, decode.acc_seg: 71.8515, aux.loss_ce: 0.4429, aux.acc_seg: 67.4830, loss: 1.3248
2022-08-04 15:02:12,883 - mmseg - INFO - Iter [3100/160000] lr: 5.884e-05, eta: 20:23:50, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9266, decode.acc_seg: 69.4829, aux.loss_ce: 0.4603, aux.acc_seg: 65.2195, loss: 1.3870
2022-08-04 15:02:35,858 - mmseg - INFO - Iter [3150/160000] lr: 5.882e-05, eta: 20:23:05, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9502, decode.acc_seg: 69.0546, aux.loss_ce: 0.4680, aux.acc_seg: 65.5370, loss: 1.4182
2022-08-04 15:02:58,814 - mmseg - INFO - Iter [3200/160000] lr: 5.880e-05, eta: 20:22:20, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9232, decode.acc_seg: 69.5159, aux.loss_ce: 0.4528, aux.acc_seg: 66.3520, loss: 1.3761
2022-08-04 15:03:21,712 - mmseg - INFO - Iter [3250/160000] lr: 5.878e-05, eta: 20:21:34, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9480, decode.acc_seg: 68.6480, aux.loss_ce: 0.4583, aux.acc_seg: 65.4352, loss: 1.4063
2022-08-04 15:03:45,127 - mmseg - INFO - Iter [3300/160000] lr: 5.876e-05, eta: 20:21:12, time: 0.468, data_time: 0.005, memory: 15775, decode.loss_ce: 0.9226, decode.acc_seg: 69.6445, aux.loss_ce: 0.4630, aux.acc_seg: 65.5834, loss: 1.3856
2022-08-04 15:04:08,094 - mmseg - INFO - Iter [3350/160000] lr: 5.874e-05, eta: 20:20:29, time: 0.459, data_time: 0.005, memory: 15775, decode.loss_ce: 0.9622, decode.acc_seg: 68.3782, aux.loss_ce: 0.4652, aux.acc_seg: 64.8121, loss: 1.4274
2022-08-04 15:04:31,617 - mmseg - INFO - Iter [3400/160000] lr: 5.873e-05, eta: 20:20:13, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9369, decode.acc_seg: 68.4447, aux.loss_ce: 0.4585, aux.acc_seg: 64.5946, loss: 1.3954
2022-08-04 15:04:54,778 - mmseg - INFO - Iter [3450/160000] lr: 5.871e-05, eta: 20:19:39, time: 0.463, data_time: 0.005, memory: 15775, decode.loss_ce: 0.9619, decode.acc_seg: 68.2855, aux.loss_ce: 0.4675, aux.acc_seg: 64.8237, loss: 1.4294
2022-08-04 15:05:17,857 - mmseg - INFO - Iter [3500/160000] lr: 5.869e-05, eta: 20:19:02, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8912, decode.acc_seg: 69.6788, aux.loss_ce: 0.4347, aux.acc_seg: 66.1904, loss: 1.3259
2022-08-04 15:05:40,928 - mmseg - INFO - Iter [3550/160000] lr: 5.867e-05, eta: 20:18:27, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8952, decode.acc_seg: 69.8644, aux.loss_ce: 0.4437, aux.acc_seg: 66.4937, loss: 1.3389
2022-08-04 15:06:04,031 - mmseg - INFO - Iter [3600/160000] lr: 5.865e-05, eta: 20:17:52, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8999, decode.acc_seg: 69.9699, aux.loss_ce: 0.4515, aux.acc_seg: 65.7687, loss: 1.3514
2022-08-04 15:06:27,839 - mmseg - INFO - Iter [3650/160000] lr: 5.863e-05, eta: 20:17:48, time: 0.476, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8270, decode.acc_seg: 71.6918, aux.loss_ce: 0.4093, aux.acc_seg: 68.4575, loss: 1.2363
2022-08-04 15:06:50,902 - mmseg - INFO - Iter [3700/160000] lr: 5.861e-05, eta: 20:17:11, time: 0.461, data_time: 0.005, memory: 15775, decode.loss_ce: 0.9213, decode.acc_seg: 69.5992, aux.loss_ce: 0.4549, aux.acc_seg: 65.3046, loss: 1.3761
2022-08-04 15:07:14,072 - mmseg - INFO - Iter [3750/160000] lr: 5.859e-05, eta: 20:16:40, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.9068, decode.acc_seg: 69.4869, aux.loss_ce: 0.4338, aux.acc_seg: 66.2703, loss: 1.3406
2022-08-04 15:07:39,459 - mmseg - INFO - Iter [3800/160000] lr: 5.858e-05, eta: 20:17:40, time: 0.508, data_time: 0.055, memory: 15775, decode.loss_ce: 0.8826, decode.acc_seg: 70.1654, aux.loss_ce: 0.4393, aux.acc_seg: 66.1376, loss: 1.3219
2022-08-04 15:08:02,464 - mmseg - INFO - Iter [3850/160000] lr: 5.856e-05, eta: 20:17:01, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8509, decode.acc_seg: 71.0600, aux.loss_ce: 0.4199, aux.acc_seg: 67.0414, loss: 1.2708
2022-08-04 15:08:25,832 - mmseg - INFO - Iter [3900/160000] lr: 5.854e-05, eta: 20:16:37, time: 0.468, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8442, decode.acc_seg: 70.9418, aux.loss_ce: 0.4202, aux.acc_seg: 66.9136, loss: 1.2644
2022-08-04 15:08:48,785 - mmseg - INFO - Iter [3950/160000] lr: 5.852e-05, eta: 20:15:57, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8439, decode.acc_seg: 71.9122, aux.loss_ce: 0.4195, aux.acc_seg: 67.4214, loss: 1.2634
2022-08-04 15:09:11,664 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:09:11,664 - mmseg - INFO - Iter [4000/160000] lr: 5.850e-05, eta: 20:15:14, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8441, decode.acc_seg: 71.6539, aux.loss_ce: 0.4282, aux.acc_seg: 67.1496, loss: 1.2722
2022-08-04 15:09:34,614 - mmseg - INFO - Iter [4050/160000] lr: 5.848e-05, eta: 20:14:34, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8650, decode.acc_seg: 71.2657, aux.loss_ce: 0.4269, aux.acc_seg: 66.9397, loss: 1.2919
2022-08-04 15:09:57,539 - mmseg - INFO - Iter [4100/160000] lr: 5.846e-05, eta: 20:13:54, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8112, decode.acc_seg: 72.6986, aux.loss_ce: 0.4047, aux.acc_seg: 68.4207, loss: 1.2159
2022-08-04 15:10:20,631 - mmseg - INFO - Iter [4150/160000] lr: 5.844e-05, eta: 20:13:21, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8259, decode.acc_seg: 71.7343, aux.loss_ce: 0.4086, aux.acc_seg: 67.9469, loss: 1.2345
2022-08-04 15:10:43,480 - mmseg - INFO - Iter [4200/160000] lr: 5.843e-05, eta: 20:12:39, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8397, decode.acc_seg: 71.2444, aux.loss_ce: 0.4141, aux.acc_seg: 67.2012, loss: 1.2538
2022-08-04 15:11:06,393 - mmseg - INFO - Iter [4250/160000] lr: 5.841e-05, eta: 20:11:59, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8784, decode.acc_seg: 70.4310, aux.loss_ce: 0.4246, aux.acc_seg: 67.0850, loss: 1.3030
2022-08-04 15:11:29,952 - mmseg - INFO - Iter [4300/160000] lr: 5.839e-05, eta: 20:11:44, time: 0.472, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8065, decode.acc_seg: 71.8733, aux.loss_ce: 0.3977, aux.acc_seg: 67.8600, loss: 1.2043
2022-08-04 15:11:53,084 - mmseg - INFO - Iter [4350/160000] lr: 5.837e-05, eta: 20:11:13, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8080, decode.acc_seg: 72.2998, aux.loss_ce: 0.4008, aux.acc_seg: 68.6044, loss: 1.2088
2022-08-04 15:12:16,073 - mmseg - INFO - Iter [4400/160000] lr: 5.835e-05, eta: 20:10:37, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8481, decode.acc_seg: 71.5353, aux.loss_ce: 0.4107, aux.acc_seg: 67.9715, loss: 1.2588
2022-08-04 15:12:39,420 - mmseg - INFO - Iter [4450/160000] lr: 5.833e-05, eta: 20:10:14, time: 0.467, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8520, decode.acc_seg: 71.1583, aux.loss_ce: 0.4130, aux.acc_seg: 67.5707, loss: 1.2650
2022-08-04 15:13:02,293 - mmseg - INFO - Iter [4500/160000] lr: 5.831e-05, eta: 20:09:34, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8622, decode.acc_seg: 71.6620, aux.loss_ce: 0.4141, aux.acc_seg: 68.4500, loss: 1.2762
2022-08-04 15:13:25,603 - mmseg - INFO - Iter [4550/160000] lr: 5.829e-05, eta: 20:09:10, time: 0.466, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8158, decode.acc_seg: 71.8179, aux.loss_ce: 0.4055, aux.acc_seg: 66.9702, loss: 1.2213
2022-08-04 15:13:48,717 - mmseg - INFO - Iter [4600/160000] lr: 5.828e-05, eta: 20:08:39, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7981, decode.acc_seg: 72.7921, aux.loss_ce: 0.3942, aux.acc_seg: 68.5938, loss: 1.1922
2022-08-04 15:14:11,572 - mmseg - INFO - Iter [4650/160000] lr: 5.826e-05, eta: 20:08:00, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8293, decode.acc_seg: 71.5448, aux.loss_ce: 0.4016, aux.acc_seg: 67.8386, loss: 1.2309
2022-08-04 15:14:34,486 - mmseg - INFO - Iter [4700/160000] lr: 5.824e-05, eta: 20:07:22, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8631, decode.acc_seg: 70.7173, aux.loss_ce: 0.4080, aux.acc_seg: 67.3705, loss: 1.2711
2022-08-04 15:14:57,470 - mmseg - INFO - Iter [4750/160000] lr: 5.822e-05, eta: 20:06:48, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7668, decode.acc_seg: 73.8361, aux.loss_ce: 0.3794, aux.acc_seg: 70.1679, loss: 1.1462
2022-08-04 15:15:20,226 - mmseg - INFO - Iter [4800/160000] lr: 5.820e-05, eta: 20:06:06, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8161, decode.acc_seg: 72.2757, aux.loss_ce: 0.3988, aux.acc_seg: 68.9596, loss: 1.2149
2022-08-04 15:15:42,979 - mmseg - INFO - Iter [4850/160000] lr: 5.818e-05, eta: 20:05:25, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7777, decode.acc_seg: 72.7419, aux.loss_ce: 0.3846, aux.acc_seg: 69.0075, loss: 1.1623
2022-08-04 15:16:06,380 - mmseg - INFO - Iter [4900/160000] lr: 5.816e-05, eta: 20:05:05, time: 0.468, data_time: 0.005, memory: 15775, decode.loss_ce: 0.8369, decode.acc_seg: 71.1345, aux.loss_ce: 0.4063, aux.acc_seg: 67.3776, loss: 1.2432
2022-08-04 15:16:29,512 - mmseg - INFO - Iter [4950/160000] lr: 5.814e-05, eta: 20:04:36, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8472, decode.acc_seg: 70.3397, aux.loss_ce: 0.4071, aux.acc_seg: 66.8136, loss: 1.2543
2022-08-04 15:16:52,294 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:16:52,295 - mmseg - INFO - Iter [5000/160000] lr: 5.813e-05, eta: 20:03:56, time: 0.456, data_time: 0.005, memory: 15775, decode.loss_ce: 0.8264, decode.acc_seg: 71.2457, aux.loss_ce: 0.3991, aux.acc_seg: 67.3510, loss: 1.2254
2022-08-04 15:17:14,889 - mmseg - INFO - Iter [5050/160000] lr: 5.811e-05, eta: 20:03:11, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7979, decode.acc_seg: 71.7951, aux.loss_ce: 0.3900, aux.acc_seg: 67.9387, loss: 1.1879
2022-08-04 15:17:40,295 - mmseg - INFO - Iter [5100/160000] lr: 5.809e-05, eta: 20:03:52, time: 0.508, data_time: 0.052, memory: 15775, decode.loss_ce: 0.8120, decode.acc_seg: 72.2898, aux.loss_ce: 0.3992, aux.acc_seg: 68.7363, loss: 1.2112
2022-08-04 15:18:03,307 - mmseg - INFO - Iter [5150/160000] lr: 5.807e-05, eta: 20:03:20, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7806, decode.acc_seg: 73.7481, aux.loss_ce: 0.3741, aux.acc_seg: 70.6030, loss: 1.1547
2022-08-04 15:18:26,125 - mmseg - INFO - Iter [5200/160000] lr: 5.805e-05, eta: 20:02:41, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7901, decode.acc_seg: 73.1169, aux.loss_ce: 0.3874, aux.acc_seg: 69.0561, loss: 1.1775
2022-08-04 15:18:49,232 - mmseg - INFO - Iter [5250/160000] lr: 5.803e-05, eta: 20:02:12, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7162, decode.acc_seg: 73.9893, aux.loss_ce: 0.3510, aux.acc_seg: 70.3585, loss: 1.0672
2022-08-04 15:19:12,119 - mmseg - INFO - Iter [5300/160000] lr: 5.801e-05, eta: 20:01:37, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7266, decode.acc_seg: 73.9074, aux.loss_ce: 0.3601, aux.acc_seg: 70.1760, loss: 1.0867
2022-08-04 15:19:35,038 - mmseg - INFO - Iter [5350/160000] lr: 5.799e-05, eta: 20:01:02, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8160, decode.acc_seg: 72.4396, aux.loss_ce: 0.4023, aux.acc_seg: 68.1043, loss: 1.2183
2022-08-04 15:19:57,792 - mmseg - INFO - Iter [5400/160000] lr: 5.798e-05, eta: 20:00:24, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7932, decode.acc_seg: 72.6418, aux.loss_ce: 0.3880, aux.acc_seg: 69.2499, loss: 1.1812
2022-08-04 15:20:20,753 - mmseg - INFO - Iter [5450/160000] lr: 5.796e-05, eta: 19:59:51, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7934, decode.acc_seg: 72.3679, aux.loss_ce: 0.3821, aux.acc_seg: 68.7153, loss: 1.1755
2022-08-04 15:20:44,228 - mmseg - INFO - Iter [5500/160000] lr: 5.794e-05, eta: 19:59:33, time: 0.470, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7853, decode.acc_seg: 72.4478, aux.loss_ce: 0.3786, aux.acc_seg: 68.9450, loss: 1.1639
2022-08-04 15:21:07,056 - mmseg - INFO - Iter [5550/160000] lr: 5.792e-05, eta: 19:58:57, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7585, decode.acc_seg: 73.6573, aux.loss_ce: 0.3828, aux.acc_seg: 69.2114, loss: 1.1413
2022-08-04 15:21:29,948 - mmseg - INFO - Iter [5600/160000] lr: 5.790e-05, eta: 19:58:22, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7770, decode.acc_seg: 72.8791, aux.loss_ce: 0.3755, aux.acc_seg: 69.2873, loss: 1.1525
2022-08-04 15:21:52,549 - mmseg - INFO - Iter [5650/160000] lr: 5.788e-05, eta: 19:57:40, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7751, decode.acc_seg: 72.4331, aux.loss_ce: 0.3736, aux.acc_seg: 69.0536, loss: 1.1487
2022-08-04 15:22:15,201 - mmseg - INFO - Iter [5700/160000] lr: 5.786e-05, eta: 19:57:00, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7477, decode.acc_seg: 73.6441, aux.loss_ce: 0.3614, aux.acc_seg: 70.3054, loss: 1.1091
2022-08-04 15:22:38,122 - mmseg - INFO - Iter [5750/160000] lr: 5.784e-05, eta: 19:56:27, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7473, decode.acc_seg: 73.4244, aux.loss_ce: 0.3603, aux.acc_seg: 70.1893, loss: 1.1076
2022-08-04 15:23:00,768 - mmseg - INFO - Iter [5800/160000] lr: 5.783e-05, eta: 19:55:47, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7725, decode.acc_seg: 73.2355, aux.loss_ce: 0.3771, aux.acc_seg: 69.2015, loss: 1.1496
2022-08-04 15:23:23,483 - mmseg - INFO - Iter [5850/160000] lr: 5.781e-05, eta: 19:55:10, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7809, decode.acc_seg: 72.2345, aux.loss_ce: 0.3772, aux.acc_seg: 68.3101, loss: 1.1581
2022-08-04 15:23:46,265 - mmseg - INFO - Iter [5900/160000] lr: 5.779e-05, eta: 19:54:34, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7382, decode.acc_seg: 74.0144, aux.loss_ce: 0.3620, aux.acc_seg: 70.2397, loss: 1.1001
2022-08-04 15:24:08,928 - mmseg - INFO - Iter [5950/160000] lr: 5.777e-05, eta: 19:53:55, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7585, decode.acc_seg: 73.1724, aux.loss_ce: 0.3694, aux.acc_seg: 69.6149, loss: 1.1278
2022-08-04 15:24:31,610 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:24:31,610 - mmseg - INFO - Iter [6000/160000] lr: 5.775e-05, eta: 19:53:17, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7637, decode.acc_seg: 72.9088, aux.loss_ce: 0.3663, aux.acc_seg: 69.4621, loss: 1.1300
2022-08-04 15:24:54,198 - mmseg - INFO - Iter [6050/160000] lr: 5.773e-05, eta: 19:52:37, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7388, decode.acc_seg: 73.8710, aux.loss_ce: 0.3568, aux.acc_seg: 70.6266, loss: 1.0956
2022-08-04 15:25:17,250 - mmseg - INFO - Iter [6100/160000] lr: 5.771e-05, eta: 19:52:09, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7901, decode.acc_seg: 72.9117, aux.loss_ce: 0.3743, aux.acc_seg: 69.6321, loss: 1.1644
2022-08-04 15:25:40,098 - mmseg - INFO - Iter [6150/160000] lr: 5.769e-05, eta: 19:51:36, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7409, decode.acc_seg: 73.7461, aux.loss_ce: 0.3549, aux.acc_seg: 70.7868, loss: 1.0959
2022-08-04 15:26:03,285 - mmseg - INFO - Iter [6200/160000] lr: 5.768e-05, eta: 19:51:12, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7591, decode.acc_seg: 73.4508, aux.loss_ce: 0.3676, aux.acc_seg: 70.1054, loss: 1.1267
2022-08-04 15:26:26,009 - mmseg - INFO - Iter [6250/160000] lr: 5.766e-05, eta: 19:50:36, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7404, decode.acc_seg: 74.1960, aux.loss_ce: 0.3616, aux.acc_seg: 70.2362, loss: 1.1021
2022-08-04 15:26:48,734 - mmseg - INFO - Iter [6300/160000] lr: 5.764e-05, eta: 19:50:00, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7825, decode.acc_seg: 72.3708, aux.loss_ce: 0.3683, aux.acc_seg: 69.0821, loss: 1.1509
2022-08-04 15:27:13,918 - mmseg - INFO - Iter [6350/160000] lr: 5.762e-05, eta: 19:50:24, time: 0.504, data_time: 0.054, memory: 15775, decode.loss_ce: 0.7381, decode.acc_seg: 74.0430, aux.loss_ce: 0.3546, aux.acc_seg: 70.1655, loss: 1.0927
2022-08-04 15:27:36,638 - mmseg - INFO - Iter [6400/160000] lr: 5.760e-05, eta: 19:49:49, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7404, decode.acc_seg: 73.9182, aux.loss_ce: 0.3607, aux.acc_seg: 70.3836, loss: 1.1011
2022-08-04 15:27:59,691 - mmseg - INFO - Iter [6450/160000] lr: 5.758e-05, eta: 19:49:21, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7233, decode.acc_seg: 73.9056, aux.loss_ce: 0.3496, aux.acc_seg: 70.8264, loss: 1.0730
2022-08-04 15:28:22,861 - mmseg - INFO - Iter [6500/160000] lr: 5.756e-05, eta: 19:48:56, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7572, decode.acc_seg: 73.3977, aux.loss_ce: 0.3664, aux.acc_seg: 69.3901, loss: 1.1236
2022-08-04 15:28:45,610 - mmseg - INFO - Iter [6550/160000] lr: 5.754e-05, eta: 19:48:22, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7116, decode.acc_seg: 73.8464, aux.loss_ce: 0.3460, aux.acc_seg: 70.6035, loss: 1.0575
2022-08-04 15:29:08,480 - mmseg - INFO - Iter [6600/160000] lr: 5.753e-05, eta: 19:47:50, time: 0.457, data_time: 0.005, memory: 15775, decode.loss_ce: 0.7485, decode.acc_seg: 73.2324, aux.loss_ce: 0.3629, aux.acc_seg: 69.4155, loss: 1.1115
2022-08-04 15:29:31,242 - mmseg - INFO - Iter [6650/160000] lr: 5.751e-05, eta: 19:47:16, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7523, decode.acc_seg: 73.2453, aux.loss_ce: 0.3621, aux.acc_seg: 69.8888, loss: 1.1144
2022-08-04 15:29:54,706 - mmseg - INFO - Iter [6700/160000] lr: 5.749e-05, eta: 19:46:58, time: 0.470, data_time: 0.007, memory: 15775, decode.loss_ce: 0.7512, decode.acc_seg: 74.2000, aux.loss_ce: 0.3571, aux.acc_seg: 70.7284, loss: 1.1083
2022-08-04 15:30:17,840 - mmseg - INFO - Iter [6750/160000] lr: 5.747e-05, eta: 19:46:33, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7187, decode.acc_seg: 74.6487, aux.loss_ce: 0.3408, aux.acc_seg: 71.8511, loss: 1.0596
2022-08-04 15:30:40,611 - mmseg - INFO - Iter [6800/160000] lr: 5.745e-05, eta: 19:45:59, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7589, decode.acc_seg: 73.9137, aux.loss_ce: 0.3568, aux.acc_seg: 71.0965, loss: 1.1156
2022-08-04 15:31:03,251 - mmseg - INFO - Iter [6850/160000] lr: 5.743e-05, eta: 19:45:23, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7540, decode.acc_seg: 72.8967, aux.loss_ce: 0.3574, aux.acc_seg: 69.7317, loss: 1.1115
2022-08-04 15:31:25,934 - mmseg - INFO - Iter [6900/160000] lr: 5.741e-05, eta: 19:44:48, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6823, decode.acc_seg: 75.7677, aux.loss_ce: 0.3286, aux.acc_seg: 72.6115, loss: 1.0109
2022-08-04 15:31:48,708 - mmseg - INFO - Iter [6950/160000] lr: 5.739e-05, eta: 19:44:15, time: 0.455, data_time: 0.005, memory: 15775, decode.loss_ce: 0.7038, decode.acc_seg: 74.0682, aux.loss_ce: 0.3391, aux.acc_seg: 71.0384, loss: 1.0429
2022-08-04 15:32:11,327 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:32:11,328 - mmseg - INFO - Iter [7000/160000] lr: 5.738e-05, eta: 19:43:39, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.8060, decode.acc_seg: 71.9203, aux.loss_ce: 0.3835, aux.acc_seg: 68.5836, loss: 1.1895
2022-08-04 15:32:33,783 - mmseg - INFO - Iter [7050/160000] lr: 5.736e-05, eta: 19:42:59, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7215, decode.acc_seg: 75.2575, aux.loss_ce: 0.3500, aux.acc_seg: 71.5612, loss: 1.0715
2022-08-04 15:32:56,637 - mmseg - INFO - Iter [7100/160000] lr: 5.734e-05, eta: 19:42:28, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7078, decode.acc_seg: 74.0868, aux.loss_ce: 0.3349, aux.acc_seg: 71.4953, loss: 1.0427
2022-08-04 15:33:19,258 - mmseg - INFO - Iter [7150/160000] lr: 5.732e-05, eta: 19:41:53, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7028, decode.acc_seg: 75.9160, aux.loss_ce: 0.3393, aux.acc_seg: 72.7182, loss: 1.0420
2022-08-04 15:33:42,084 - mmseg - INFO - Iter [7200/160000] lr: 5.730e-05, eta: 19:41:22, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7291, decode.acc_seg: 74.6171, aux.loss_ce: 0.3414, aux.acc_seg: 71.9044, loss: 1.0705
2022-08-04 15:34:04,645 - mmseg - INFO - Iter [7250/160000] lr: 5.728e-05, eta: 19:40:45, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7418, decode.acc_seg: 73.8791, aux.loss_ce: 0.3517, aux.acc_seg: 71.2244, loss: 1.0934
2022-08-04 15:34:28,349 - mmseg - INFO - Iter [7300/160000] lr: 5.726e-05, eta: 19:40:33, time: 0.474, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7040, decode.acc_seg: 74.2456, aux.loss_ce: 0.3355, aux.acc_seg: 71.3515, loss: 1.0394
2022-08-04 15:34:51,488 - mmseg - INFO - Iter [7350/160000] lr: 5.724e-05, eta: 19:40:08, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7154, decode.acc_seg: 74.6874, aux.loss_ce: 0.3347, aux.acc_seg: 72.2745, loss: 1.0502
2022-08-04 15:35:14,414 - mmseg - INFO - Iter [7400/160000] lr: 5.723e-05, eta: 19:39:40, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7115, decode.acc_seg: 74.0443, aux.loss_ce: 0.3346, aux.acc_seg: 71.3981, loss: 1.0461
2022-08-04 15:35:37,179 - mmseg - INFO - Iter [7450/160000] lr: 5.721e-05, eta: 19:39:08, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7038, decode.acc_seg: 74.6133, aux.loss_ce: 0.3327, aux.acc_seg: 71.4574, loss: 1.0366
2022-08-04 15:36:00,297 - mmseg - INFO - Iter [7500/160000] lr: 5.719e-05, eta: 19:38:43, time: 0.462, data_time: 0.007, memory: 15775, decode.loss_ce: 0.6687, decode.acc_seg: 75.7367, aux.loss_ce: 0.3190, aux.acc_seg: 72.8316, loss: 0.9876
2022-08-04 15:36:23,007 - mmseg - INFO - Iter [7550/160000] lr: 5.717e-05, eta: 19:38:10, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7285, decode.acc_seg: 74.0131, aux.loss_ce: 0.3429, aux.acc_seg: 70.9198, loss: 1.0714
2022-08-04 15:36:48,037 - mmseg - INFO - Iter [7600/160000] lr: 5.715e-05, eta: 19:38:24, time: 0.501, data_time: 0.056, memory: 15775, decode.loss_ce: 0.6806, decode.acc_seg: 75.1533, aux.loss_ce: 0.3261, aux.acc_seg: 72.4841, loss: 1.0066
2022-08-04 15:37:10,731 - mmseg - INFO - Iter [7650/160000] lr: 5.713e-05, eta: 19:37:51, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6666, decode.acc_seg: 76.2221, aux.loss_ce: 0.3221, aux.acc_seg: 72.6124, loss: 0.9887
2022-08-04 15:37:33,182 - mmseg - INFO - Iter [7700/160000] lr: 5.711e-05, eta: 19:37:13, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6897, decode.acc_seg: 75.0198, aux.loss_ce: 0.3336, aux.acc_seg: 71.9444, loss: 1.0233
2022-08-04 15:37:55,816 - mmseg - INFO - Iter [7750/160000] lr: 5.709e-05, eta: 19:36:39, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6778, decode.acc_seg: 74.8479, aux.loss_ce: 0.3286, aux.acc_seg: 71.6185, loss: 1.0064
2022-08-04 15:38:18,402 - mmseg - INFO - Iter [7800/160000] lr: 5.708e-05, eta: 19:36:04, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6908, decode.acc_seg: 75.2089, aux.loss_ce: 0.3305, aux.acc_seg: 72.0909, loss: 1.0213
2022-08-04 15:38:41,133 - mmseg - INFO - Iter [7850/160000] lr: 5.706e-05, eta: 19:35:32, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6734, decode.acc_seg: 75.1411, aux.loss_ce: 0.3211, aux.acc_seg: 72.4149, loss: 0.9945
2022-08-04 15:39:03,991 - mmseg - INFO - Iter [7900/160000] lr: 5.704e-05, eta: 19:35:03, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6924, decode.acc_seg: 75.3685, aux.loss_ce: 0.3350, aux.acc_seg: 71.9008, loss: 1.0274
2022-08-04 15:39:27,546 - mmseg - INFO - Iter [7950/160000] lr: 5.702e-05, eta: 19:34:47, time: 0.471, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6487, decode.acc_seg: 76.6648, aux.loss_ce: 0.3140, aux.acc_seg: 73.6562, loss: 0.9628
2022-08-04 15:39:50,575 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:39:50,576 - mmseg - INFO - Iter [8000/160000] lr: 5.700e-05, eta: 19:34:21, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7017, decode.acc_seg: 75.1489, aux.loss_ce: 0.3361, aux.acc_seg: 72.0045, loss: 1.0379
2022-08-04 15:40:13,412 - mmseg - INFO - Iter [8050/160000] lr: 5.698e-05, eta: 19:33:51, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7008, decode.acc_seg: 74.6368, aux.loss_ce: 0.3249, aux.acc_seg: 72.2455, loss: 1.0258
2022-08-04 15:40:36,207 - mmseg - INFO - Iter [8100/160000] lr: 5.696e-05, eta: 19:33:21, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6886, decode.acc_seg: 74.6457, aux.loss_ce: 0.3251, aux.acc_seg: 71.7694, loss: 1.0136
2022-08-04 15:40:59,045 - mmseg - INFO - Iter [8150/160000] lr: 5.694e-05, eta: 19:32:51, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7003, decode.acc_seg: 74.7820, aux.loss_ce: 0.3317, aux.acc_seg: 71.4093, loss: 1.0321
2022-08-04 15:41:21,464 - mmseg - INFO - Iter [8200/160000] lr: 5.693e-05, eta: 19:32:14, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6643, decode.acc_seg: 75.9959, aux.loss_ce: 0.3126, aux.acc_seg: 72.7064, loss: 0.9769
2022-08-04 15:41:44,330 - mmseg - INFO - Iter [8250/160000] lr: 5.691e-05, eta: 19:31:45, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6865, decode.acc_seg: 75.2872, aux.loss_ce: 0.3256, aux.acc_seg: 72.3225, loss: 1.0121
2022-08-04 15:42:06,979 - mmseg - INFO - Iter [8300/160000] lr: 5.689e-05, eta: 19:31:13, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6551, decode.acc_seg: 76.3093, aux.loss_ce: 0.3109, aux.acc_seg: 73.3965, loss: 0.9661
2022-08-04 15:42:29,805 - mmseg - INFO - Iter [8350/160000] lr: 5.687e-05, eta: 19:30:44, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6691, decode.acc_seg: 75.8315, aux.loss_ce: 0.3174, aux.acc_seg: 72.1658, loss: 0.9865
2022-08-04 15:42:52,415 - mmseg - INFO - Iter [8400/160000] lr: 5.685e-05, eta: 19:30:11, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6957, decode.acc_seg: 74.6081, aux.loss_ce: 0.3274, aux.acc_seg: 71.6703, loss: 1.0230
2022-08-04 15:43:15,325 - mmseg - INFO - Iter [8450/160000] lr: 5.683e-05, eta: 19:29:43, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7290, decode.acc_seg: 73.7304, aux.loss_ce: 0.3427, aux.acc_seg: 71.0021, loss: 1.0717
2022-08-04 15:43:38,137 - mmseg - INFO - Iter [8500/160000] lr: 5.681e-05, eta: 19:29:13, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7182, decode.acc_seg: 74.2907, aux.loss_ce: 0.3375, aux.acc_seg: 71.2327, loss: 1.0556
2022-08-04 15:44:00,742 - mmseg - INFO - Iter [8550/160000] lr: 5.679e-05, eta: 19:28:41, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6891, decode.acc_seg: 75.2948, aux.loss_ce: 0.3203, aux.acc_seg: 72.8031, loss: 1.0093
2022-08-04 15:44:23,979 - mmseg - INFO - Iter [8600/160000] lr: 5.678e-05, eta: 19:28:19, time: 0.464, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6869, decode.acc_seg: 75.5881, aux.loss_ce: 0.3253, aux.acc_seg: 72.9098, loss: 1.0122
2022-08-04 15:44:46,836 - mmseg - INFO - Iter [8650/160000] lr: 5.676e-05, eta: 19:27:51, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6987, decode.acc_seg: 75.5446, aux.loss_ce: 0.3226, aux.acc_seg: 73.0927, loss: 1.0213
2022-08-04 15:45:09,386 - mmseg - INFO - Iter [8700/160000] lr: 5.674e-05, eta: 19:27:17, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7153, decode.acc_seg: 74.5310, aux.loss_ce: 0.3377, aux.acc_seg: 71.4317, loss: 1.0530
2022-08-04 15:45:32,087 - mmseg - INFO - Iter [8750/160000] lr: 5.672e-05, eta: 19:26:46, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6954, decode.acc_seg: 74.4637, aux.loss_ce: 0.3270, aux.acc_seg: 71.5883, loss: 1.0223
2022-08-04 15:45:54,778 - mmseg - INFO - Iter [8800/160000] lr: 5.670e-05, eta: 19:26:16, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6713, decode.acc_seg: 74.9994, aux.loss_ce: 0.3133, aux.acc_seg: 72.6481, loss: 0.9846
2022-08-04 15:46:19,632 - mmseg - INFO - Iter [8850/160000] lr: 5.668e-05, eta: 19:26:21, time: 0.497, data_time: 0.049, memory: 15775, decode.loss_ce: 0.6478, decode.acc_seg: 76.0635, aux.loss_ce: 0.3061, aux.acc_seg: 73.2371, loss: 0.9539
2022-08-04 15:46:42,609 - mmseg - INFO - Iter [8900/160000] lr: 5.666e-05, eta: 19:25:56, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7239, decode.acc_seg: 73.8344, aux.loss_ce: 0.3417, aux.acc_seg: 70.7625, loss: 1.0656
2022-08-04 15:47:05,269 - mmseg - INFO - Iter [8950/160000] lr: 5.664e-05, eta: 19:25:24, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6622, decode.acc_seg: 76.1375, aux.loss_ce: 0.3183, aux.acc_seg: 72.7680, loss: 0.9804
2022-08-04 15:47:27,909 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:47:27,909 - mmseg - INFO - Iter [9000/160000] lr: 5.663e-05, eta: 19:24:53, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6591, decode.acc_seg: 76.2820, aux.loss_ce: 0.3140, aux.acc_seg: 73.6966, loss: 0.9731
2022-08-04 15:47:50,428 - mmseg - INFO - Iter [9050/160000] lr: 5.661e-05, eta: 19:24:19, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6653, decode.acc_seg: 75.6474, aux.loss_ce: 0.3119, aux.acc_seg: 73.4289, loss: 0.9773
2022-08-04 15:48:13,169 - mmseg - INFO - Iter [9100/160000] lr: 5.659e-05, eta: 19:23:49, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6522, decode.acc_seg: 75.8246, aux.loss_ce: 0.3114, aux.acc_seg: 72.8033, loss: 0.9636
2022-08-04 15:48:35,812 - mmseg - INFO - Iter [9150/160000] lr: 5.657e-05, eta: 19:23:18, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6407, decode.acc_seg: 76.6639, aux.loss_ce: 0.3095, aux.acc_seg: 73.6101, loss: 0.9501
2022-08-04 15:48:58,726 - mmseg - INFO - Iter [9200/160000] lr: 5.655e-05, eta: 19:22:51, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6280, decode.acc_seg: 76.6028, aux.loss_ce: 0.2972, aux.acc_seg: 74.0598, loss: 0.9251
2022-08-04 15:49:21,669 - mmseg - INFO - Iter [9250/160000] lr: 5.653e-05, eta: 19:22:25, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6799, decode.acc_seg: 75.4910, aux.loss_ce: 0.3203, aux.acc_seg: 72.6441, loss: 1.0003
2022-08-04 15:49:44,175 - mmseg - INFO - Iter [9300/160000] lr: 5.651e-05, eta: 19:21:52, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6660, decode.acc_seg: 75.9945, aux.loss_ce: 0.3120, aux.acc_seg: 72.9256, loss: 0.9780
2022-08-04 15:50:06,692 - mmseg - INFO - Iter [9350/160000] lr: 5.649e-05, eta: 19:21:19, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6496, decode.acc_seg: 76.3562, aux.loss_ce: 0.3047, aux.acc_seg: 74.0620, loss: 0.9543
2022-08-04 15:50:29,405 - mmseg - INFO - Iter [9400/160000] lr: 5.648e-05, eta: 19:20:49, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6405, decode.acc_seg: 76.7736, aux.loss_ce: 0.3040, aux.acc_seg: 73.9370, loss: 0.9445
2022-08-04 15:50:52,041 - mmseg - INFO - Iter [9450/160000] lr: 5.646e-05, eta: 19:20:18, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6756, decode.acc_seg: 76.0746, aux.loss_ce: 0.3185, aux.acc_seg: 72.7455, loss: 0.9942
2022-08-04 15:51:14,674 - mmseg - INFO - Iter [9500/160000] lr: 5.644e-05, eta: 19:19:47, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6473, decode.acc_seg: 76.4264, aux.loss_ce: 0.3082, aux.acc_seg: 73.5719, loss: 0.9555
2022-08-04 15:51:37,553 - mmseg - INFO - Iter [9550/160000] lr: 5.642e-05, eta: 19:19:20, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6476, decode.acc_seg: 76.0188, aux.loss_ce: 0.3060, aux.acc_seg: 72.9509, loss: 0.9536
2022-08-04 15:52:00,318 - mmseg - INFO - Iter [9600/160000] lr: 5.640e-05, eta: 19:18:52, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6062, decode.acc_seg: 77.4601, aux.loss_ce: 0.2895, aux.acc_seg: 74.5220, loss: 0.8957
2022-08-04 15:52:23,035 - mmseg - INFO - Iter [9650/160000] lr: 5.638e-05, eta: 19:18:22, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.7275, decode.acc_seg: 73.8462, aux.loss_ce: 0.3374, aux.acc_seg: 70.7733, loss: 1.0650
2022-08-04 15:52:45,821 - mmseg - INFO - Iter [9700/160000] lr: 5.636e-05, eta: 19:17:54, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6853, decode.acc_seg: 76.1529, aux.loss_ce: 0.3191, aux.acc_seg: 73.2107, loss: 1.0044
2022-08-04 15:53:08,367 - mmseg - INFO - Iter [9750/160000] lr: 5.634e-05, eta: 19:17:22, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6380, decode.acc_seg: 76.9070, aux.loss_ce: 0.3016, aux.acc_seg: 73.8509, loss: 0.9396
2022-08-04 15:53:31,939 - mmseg - INFO - Iter [9800/160000] lr: 5.633e-05, eta: 19:17:06, time: 0.472, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6758, decode.acc_seg: 75.5838, aux.loss_ce: 0.3140, aux.acc_seg: 72.4762, loss: 0.9898
2022-08-04 15:53:54,972 - mmseg - INFO - Iter [9850/160000] lr: 5.631e-05, eta: 19:16:42, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6400, decode.acc_seg: 76.9108, aux.loss_ce: 0.3036, aux.acc_seg: 73.9051, loss: 0.9436
2022-08-04 15:54:17,595 - mmseg - INFO - Iter [9900/160000] lr: 5.629e-05, eta: 19:16:11, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6758, decode.acc_seg: 75.3560, aux.loss_ce: 0.3136, aux.acc_seg: 72.7318, loss: 0.9894
2022-08-04 15:54:40,144 - mmseg - INFO - Iter [9950/160000] lr: 5.627e-05, eta: 19:15:40, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6937, decode.acc_seg: 74.6949, aux.loss_ce: 0.3264, aux.acc_seg: 71.6234, loss: 1.0201
2022-08-04 15:55:02,691 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 15:55:02,691 - mmseg - INFO - Iter [10000/160000] lr: 5.625e-05, eta: 19:15:08, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6361, decode.acc_seg: 76.7003, aux.loss_ce: 0.2989, aux.acc_seg: 74.1590, loss: 0.9350
2022-08-04 15:55:25,462 - mmseg - INFO - Iter [10050/160000] lr: 5.623e-05, eta: 19:14:40, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6657, decode.acc_seg: 75.4143, aux.loss_ce: 0.3115, aux.acc_seg: 72.4148, loss: 0.9772
2022-08-04 15:55:48,204 - mmseg - INFO - Iter [10100/160000] lr: 5.621e-05, eta: 19:14:12, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6278, decode.acc_seg: 76.5856, aux.loss_ce: 0.2979, aux.acc_seg: 73.6271, loss: 0.9257
2022-08-04 15:56:13,211 - mmseg - INFO - Iter [10150/160000] lr: 5.619e-05, eta: 19:14:17, time: 0.500, data_time: 0.053, memory: 15775, decode.loss_ce: 0.6528, decode.acc_seg: 76.3664, aux.loss_ce: 0.3108, aux.acc_seg: 73.2242, loss: 0.9636
2022-08-04 15:56:35,860 - mmseg - INFO - Iter [10200/160000] lr: 5.618e-05, eta: 19:13:47, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6132, decode.acc_seg: 76.8816, aux.loss_ce: 0.2939, aux.acc_seg: 74.0096, loss: 0.9071
2022-08-04 15:56:58,828 - mmseg - INFO - Iter [10250/160000] lr: 5.616e-05, eta: 19:13:22, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6522, decode.acc_seg: 75.9928, aux.loss_ce: 0.3068, aux.acc_seg: 73.2045, loss: 0.9589
2022-08-04 15:57:21,870 - mmseg - INFO - Iter [10300/160000] lr: 5.614e-05, eta: 19:12:58, time: 0.461, data_time: 0.007, memory: 15775, decode.loss_ce: 0.6278, decode.acc_seg: 76.8915, aux.loss_ce: 0.2990, aux.acc_seg: 73.8665, loss: 0.9268
2022-08-04 15:57:44,690 - mmseg - INFO - Iter [10350/160000] lr: 5.612e-05, eta: 19:12:30, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6014, decode.acc_seg: 77.4966, aux.loss_ce: 0.2864, aux.acc_seg: 74.8122, loss: 0.8878
2022-08-04 15:58:07,662 - mmseg - INFO - Iter [10400/160000] lr: 5.610e-05, eta: 19:12:05, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6694, decode.acc_seg: 75.9948, aux.loss_ce: 0.3125, aux.acc_seg: 73.1248, loss: 0.9819
2022-08-04 15:58:30,450 - mmseg - INFO - Iter [10450/160000] lr: 5.608e-05, eta: 19:11:38, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6454, decode.acc_seg: 76.8926, aux.loss_ce: 0.3019, aux.acc_seg: 73.9742, loss: 0.9473
2022-08-04 15:58:52,878 - mmseg - INFO - Iter [10500/160000] lr: 5.606e-05, eta: 19:11:05, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6109, decode.acc_seg: 77.1944, aux.loss_ce: 0.2874, aux.acc_seg: 74.4866, loss: 0.8983
2022-08-04 15:59:15,478 - mmseg - INFO - Iter [10550/160000] lr: 5.604e-05, eta: 19:10:35, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6449, decode.acc_seg: 76.1283, aux.loss_ce: 0.3138, aux.acc_seg: 72.8434, loss: 0.9587
2022-08-04 15:59:38,174 - mmseg - INFO - Iter [10600/160000] lr: 5.603e-05, eta: 19:10:06, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6496, decode.acc_seg: 76.3943, aux.loss_ce: 0.3080, aux.acc_seg: 73.8659, loss: 0.9575
2022-08-04 16:00:00,702 - mmseg - INFO - Iter [10650/160000] lr: 5.601e-05, eta: 19:09:35, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6444, decode.acc_seg: 76.4340, aux.loss_ce: 0.3013, aux.acc_seg: 73.9161, loss: 0.9457
2022-08-04 16:00:23,584 - mmseg - INFO - Iter [10700/160000] lr: 5.599e-05, eta: 19:09:09, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6479, decode.acc_seg: 76.2517, aux.loss_ce: 0.3025, aux.acc_seg: 73.5224, loss: 0.9503
2022-08-04 16:00:46,312 - mmseg - INFO - Iter [10750/160000] lr: 5.597e-05, eta: 19:08:41, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6355, decode.acc_seg: 76.3655, aux.loss_ce: 0.3004, aux.acc_seg: 73.6668, loss: 0.9359
2022-08-04 16:01:08,877 - mmseg - INFO - Iter [10800/160000] lr: 5.595e-05, eta: 19:08:11, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6234, decode.acc_seg: 76.5598, aux.loss_ce: 0.2969, aux.acc_seg: 73.4333, loss: 0.9203
2022-08-04 16:01:31,558 - mmseg - INFO - Iter [10850/160000] lr: 5.593e-05, eta: 19:07:42, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6878, decode.acc_seg: 75.2484, aux.loss_ce: 0.3204, aux.acc_seg: 72.7964, loss: 1.0082
2022-08-04 16:01:54,317 - mmseg - INFO - Iter [10900/160000] lr: 5.591e-05, eta: 19:07:15, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6354, decode.acc_seg: 76.1125, aux.loss_ce: 0.2980, aux.acc_seg: 73.6700, loss: 0.9334
2022-08-04 16:02:17,338 - mmseg - INFO - Iter [10950/160000] lr: 5.589e-05, eta: 19:06:51, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6102, decode.acc_seg: 77.1402, aux.loss_ce: 0.2872, aux.acc_seg: 74.5175, loss: 0.8974
2022-08-04 16:02:40,031 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:02:40,031 - mmseg - INFO - Iter [11000/160000] lr: 5.588e-05, eta: 19:06:22, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6295, decode.acc_seg: 77.2073, aux.loss_ce: 0.2976, aux.acc_seg: 74.4271, loss: 0.9271
2022-08-04 16:03:03,098 - mmseg - INFO - Iter [11050/160000] lr: 5.586e-05, eta: 19:05:59, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6306, decode.acc_seg: 76.5421, aux.loss_ce: 0.2981, aux.acc_seg: 73.8633, loss: 0.9286
2022-08-04 16:03:25,589 - mmseg - INFO - Iter [11100/160000] lr: 5.584e-05, eta: 19:05:28, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6290, decode.acc_seg: 76.9493, aux.loss_ce: 0.2955, aux.acc_seg: 74.1414, loss: 0.9245
2022-08-04 16:03:47,959 - mmseg - INFO - Iter [11150/160000] lr: 5.582e-05, eta: 19:04:55, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6733, decode.acc_seg: 75.1207, aux.loss_ce: 0.3204, aux.acc_seg: 72.1519, loss: 0.9936
2022-08-04 16:04:10,439 - mmseg - INFO - Iter [11200/160000] lr: 5.580e-05, eta: 19:04:24, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6687, decode.acc_seg: 75.2993, aux.loss_ce: 0.3123, aux.acc_seg: 72.8613, loss: 0.9810
2022-08-04 16:04:33,025 - mmseg - INFO - Iter [11250/160000] lr: 5.578e-05, eta: 19:03:55, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6248, decode.acc_seg: 77.0822, aux.loss_ce: 0.2910, aux.acc_seg: 74.5788, loss: 0.9157
2022-08-04 16:04:55,564 - mmseg - INFO - Iter [11300/160000] lr: 5.576e-05, eta: 19:03:25, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6095, decode.acc_seg: 77.6133, aux.loss_ce: 0.2842, aux.acc_seg: 74.9463, loss: 0.8937
2022-08-04 16:05:18,051 - mmseg - INFO - Iter [11350/160000] lr: 5.574e-05, eta: 19:02:54, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6312, decode.acc_seg: 76.6228, aux.loss_ce: 0.2977, aux.acc_seg: 74.1492, loss: 0.9289
2022-08-04 16:05:43,147 - mmseg - INFO - Iter [11400/160000] lr: 5.573e-05, eta: 19:02:57, time: 0.502, data_time: 0.055, memory: 15775, decode.loss_ce: 0.6129, decode.acc_seg: 77.3902, aux.loss_ce: 0.2883, aux.acc_seg: 74.7162, loss: 0.9012
2022-08-04 16:06:05,619 - mmseg - INFO - Iter [11450/160000] lr: 5.571e-05, eta: 19:02:26, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6015, decode.acc_seg: 77.1641, aux.loss_ce: 0.2807, aux.acc_seg: 74.4428, loss: 0.8822
2022-08-04 16:06:28,118 - mmseg - INFO - Iter [11500/160000] lr: 5.569e-05, eta: 19:01:56, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6232, decode.acc_seg: 77.1175, aux.loss_ce: 0.2983, aux.acc_seg: 73.9002, loss: 0.9215
2022-08-04 16:06:50,531 - mmseg - INFO - Iter [11550/160000] lr: 5.567e-05, eta: 19:01:24, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5996, decode.acc_seg: 77.6870, aux.loss_ce: 0.2882, aux.acc_seg: 74.3741, loss: 0.8877
2022-08-04 16:07:13,045 - mmseg - INFO - Iter [11600/160000] lr: 5.565e-05, eta: 19:00:54, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6266, decode.acc_seg: 76.4311, aux.loss_ce: 0.3006, aux.acc_seg: 73.3834, loss: 0.9272
2022-08-04 16:07:35,991 - mmseg - INFO - Iter [11650/160000] lr: 5.563e-05, eta: 19:00:30, time: 0.459, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6106, decode.acc_seg: 77.3799, aux.loss_ce: 0.2884, aux.acc_seg: 74.6410, loss: 0.8990
2022-08-04 16:07:58,865 - mmseg - INFO - Iter [11700/160000] lr: 5.561e-05, eta: 19:00:04, time: 0.458, data_time: 0.007, memory: 15775, decode.loss_ce: 0.6296, decode.acc_seg: 76.6324, aux.loss_ce: 0.2976, aux.acc_seg: 73.9169, loss: 0.9273
2022-08-04 16:08:21,381 - mmseg - INFO - Iter [11750/160000] lr: 5.559e-05, eta: 18:59:34, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6059, decode.acc_seg: 77.7624, aux.loss_ce: 0.2889, aux.acc_seg: 75.0587, loss: 0.8948
2022-08-04 16:08:44,056 - mmseg - INFO - Iter [11800/160000] lr: 5.558e-05, eta: 18:59:06, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5929, decode.acc_seg: 78.1334, aux.loss_ce: 0.2806, aux.acc_seg: 75.4277, loss: 0.8735
2022-08-04 16:09:06,703 - mmseg - INFO - Iter [11850/160000] lr: 5.556e-05, eta: 18:58:38, time: 0.453, data_time: 0.007, memory: 15775, decode.loss_ce: 0.6213, decode.acc_seg: 77.0937, aux.loss_ce: 0.3000, aux.acc_seg: 74.0421, loss: 0.9213
2022-08-04 16:09:29,150 - mmseg - INFO - Iter [11900/160000] lr: 5.554e-05, eta: 18:58:08, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6614, decode.acc_seg: 75.3821, aux.loss_ce: 0.3103, aux.acc_seg: 72.5801, loss: 0.9717
2022-08-04 16:09:51,628 - mmseg - INFO - Iter [11950/160000] lr: 5.552e-05, eta: 18:57:37, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6095, decode.acc_seg: 76.9579, aux.loss_ce: 0.2857, aux.acc_seg: 74.4708, loss: 0.8952
2022-08-04 16:10:14,233 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:10:14,233 - mmseg - INFO - Iter [12000/160000] lr: 5.550e-05, eta: 18:57:09, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6165, decode.acc_seg: 77.2675, aux.loss_ce: 0.2921, aux.acc_seg: 74.5326, loss: 0.9087
2022-08-04 16:10:36,666 - mmseg - INFO - Iter [12050/160000] lr: 5.548e-05, eta: 18:56:38, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6140, decode.acc_seg: 77.2084, aux.loss_ce: 0.2938, aux.acc_seg: 74.0598, loss: 0.9078
2022-08-04 16:10:59,547 - mmseg - INFO - Iter [12100/160000] lr: 5.546e-05, eta: 18:56:13, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6492, decode.acc_seg: 75.2532, aux.loss_ce: 0.3073, aux.acc_seg: 72.5653, loss: 0.9566
2022-08-04 16:11:22,118 - mmseg - INFO - Iter [12150/160000] lr: 5.544e-05, eta: 18:55:44, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6350, decode.acc_seg: 76.9066, aux.loss_ce: 0.2956, aux.acc_seg: 74.5345, loss: 0.9306
2022-08-04 16:11:44,584 - mmseg - INFO - Iter [12200/160000] lr: 5.543e-05, eta: 18:55:14, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6126, decode.acc_seg: 77.2712, aux.loss_ce: 0.2909, aux.acc_seg: 74.4896, loss: 0.9035
2022-08-04 16:12:07,359 - mmseg - INFO - Iter [12250/160000] lr: 5.541e-05, eta: 18:54:48, time: 0.455, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6383, decode.acc_seg: 76.6058, aux.loss_ce: 0.3078, aux.acc_seg: 72.7182, loss: 0.9461
2022-08-04 16:12:29,812 - mmseg - INFO - Iter [12300/160000] lr: 5.539e-05, eta: 18:54:18, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6257, decode.acc_seg: 76.1177, aux.loss_ce: 0.2894, aux.acc_seg: 73.6248, loss: 0.9151
2022-08-04 16:12:52,332 - mmseg - INFO - Iter [12350/160000] lr: 5.537e-05, eta: 18:53:49, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5870, decode.acc_seg: 78.1970, aux.loss_ce: 0.2729, aux.acc_seg: 76.0952, loss: 0.8599
2022-08-04 16:13:15,026 - mmseg - INFO - Iter [12400/160000] lr: 5.535e-05, eta: 18:53:21, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6140, decode.acc_seg: 76.8497, aux.loss_ce: 0.2907, aux.acc_seg: 74.2353, loss: 0.9047
2022-08-04 16:13:37,509 - mmseg - INFO - Iter [12450/160000] lr: 5.533e-05, eta: 18:52:52, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6659, decode.acc_seg: 75.6862, aux.loss_ce: 0.3119, aux.acc_seg: 73.0981, loss: 0.9779
2022-08-04 16:14:00,372 - mmseg - INFO - Iter [12500/160000] lr: 5.531e-05, eta: 18:52:27, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6514, decode.acc_seg: 75.6957, aux.loss_ce: 0.2989, aux.acc_seg: 73.5249, loss: 0.9503
2022-08-04 16:14:22,970 - mmseg - INFO - Iter [12550/160000] lr: 5.529e-05, eta: 18:51:59, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6018, decode.acc_seg: 78.0645, aux.loss_ce: 0.2843, aux.acc_seg: 75.1920, loss: 0.8861
2022-08-04 16:14:45,460 - mmseg - INFO - Iter [12600/160000] lr: 5.528e-05, eta: 18:51:29, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6063, decode.acc_seg: 76.8737, aux.loss_ce: 0.2825, aux.acc_seg: 74.2203, loss: 0.8888
2022-08-04 16:15:10,321 - mmseg - INFO - Iter [12650/160000] lr: 5.526e-05, eta: 18:51:27, time: 0.497, data_time: 0.052, memory: 15775, decode.loss_ce: 0.6130, decode.acc_seg: 76.9013, aux.loss_ce: 0.2889, aux.acc_seg: 74.1716, loss: 0.9019
2022-08-04 16:15:33,380 - mmseg - INFO - Iter [12700/160000] lr: 5.524e-05, eta: 18:51:05, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5817, decode.acc_seg: 78.4054, aux.loss_ce: 0.2853, aux.acc_seg: 74.5326, loss: 0.8671
2022-08-04 16:15:55,907 - mmseg - INFO - Iter [12750/160000] lr: 5.522e-05, eta: 18:50:36, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5897, decode.acc_seg: 77.8482, aux.loss_ce: 0.2845, aux.acc_seg: 75.0466, loss: 0.8742
2022-08-04 16:16:18,238 - mmseg - INFO - Iter [12800/160000] lr: 5.520e-05, eta: 18:50:05, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5736, decode.acc_seg: 78.8024, aux.loss_ce: 0.2751, aux.acc_seg: 75.8528, loss: 0.8488
2022-08-04 16:16:40,758 - mmseg - INFO - Iter [12850/160000] lr: 5.518e-05, eta: 18:49:36, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5931, decode.acc_seg: 77.2511, aux.loss_ce: 0.2876, aux.acc_seg: 74.1962, loss: 0.8807
2022-08-04 16:17:03,968 - mmseg - INFO - Iter [12900/160000] lr: 5.516e-05, eta: 18:49:15, time: 0.465, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6067, decode.acc_seg: 77.6483, aux.loss_ce: 0.2862, aux.acc_seg: 74.8309, loss: 0.8929
2022-08-04 16:17:26,540 - mmseg - INFO - Iter [12950/160000] lr: 5.514e-05, eta: 18:48:47, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5710, decode.acc_seg: 78.4996, aux.loss_ce: 0.2720, aux.acc_seg: 75.6577, loss: 0.8430
2022-08-04 16:17:49,005 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:17:49,005 - mmseg - INFO - Iter [13000/160000] lr: 5.513e-05, eta: 18:48:17, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6018, decode.acc_seg: 77.4497, aux.loss_ce: 0.2801, aux.acc_seg: 75.2634, loss: 0.8819
2022-08-04 16:18:11,497 - mmseg - INFO - Iter [13050/160000] lr: 5.511e-05, eta: 18:47:48, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5737, decode.acc_seg: 77.6608, aux.loss_ce: 0.2715, aux.acc_seg: 75.0441, loss: 0.8452
2022-08-04 16:18:33,955 - mmseg - INFO - Iter [13100/160000] lr: 5.509e-05, eta: 18:47:19, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6050, decode.acc_seg: 77.6641, aux.loss_ce: 0.2893, aux.acc_seg: 74.5484, loss: 0.8943
2022-08-04 16:18:57,514 - mmseg - INFO - Iter [13150/160000] lr: 5.507e-05, eta: 18:47:02, time: 0.471, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5832, decode.acc_seg: 77.9596, aux.loss_ce: 0.2781, aux.acc_seg: 74.9772, loss: 0.8612
2022-08-04 16:19:20,179 - mmseg - INFO - Iter [13200/160000] lr: 5.505e-05, eta: 18:46:35, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5749, decode.acc_seg: 79.1332, aux.loss_ce: 0.2723, aux.acc_seg: 76.6074, loss: 0.8472
2022-08-04 16:19:43,095 - mmseg - INFO - Iter [13250/160000] lr: 5.503e-05, eta: 18:46:11, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5961, decode.acc_seg: 78.1870, aux.loss_ce: 0.2839, aux.acc_seg: 75.1465, loss: 0.8800
2022-08-04 16:20:05,626 - mmseg - INFO - Iter [13300/160000] lr: 5.501e-05, eta: 18:45:42, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5995, decode.acc_seg: 77.6624, aux.loss_ce: 0.2847, aux.acc_seg: 75.3344, loss: 0.8842
2022-08-04 16:20:27,975 - mmseg - INFO - Iter [13350/160000] lr: 5.499e-05, eta: 18:45:12, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6241, decode.acc_seg: 77.2070, aux.loss_ce: 0.2889, aux.acc_seg: 74.5267, loss: 0.9131
2022-08-04 16:20:50,848 - mmseg - INFO - Iter [13400/160000] lr: 5.498e-05, eta: 18:44:47, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6199, decode.acc_seg: 77.4810, aux.loss_ce: 0.2863, aux.acc_seg: 74.5259, loss: 0.9062
2022-08-04 16:21:13,375 - mmseg - INFO - Iter [13450/160000] lr: 5.496e-05, eta: 18:44:19, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6502, decode.acc_seg: 76.4493, aux.loss_ce: 0.2989, aux.acc_seg: 74.4329, loss: 0.9491
2022-08-04 16:21:36,507 - mmseg - INFO - Iter [13500/160000] lr: 5.494e-05, eta: 18:43:57, time: 0.463, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6154, decode.acc_seg: 76.6509, aux.loss_ce: 0.2954, aux.acc_seg: 73.6823, loss: 0.9108
2022-08-04 16:21:59,035 - mmseg - INFO - Iter [13550/160000] lr: 5.492e-05, eta: 18:43:29, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6077, decode.acc_seg: 78.1225, aux.loss_ce: 0.2826, aux.acc_seg: 75.6489, loss: 0.8903
2022-08-04 16:22:21,863 - mmseg - INFO - Iter [13600/160000] lr: 5.490e-05, eta: 18:43:04, time: 0.457, data_time: 0.007, memory: 15775, decode.loss_ce: 0.6094, decode.acc_seg: 77.1950, aux.loss_ce: 0.2825, aux.acc_seg: 75.0542, loss: 0.8919
2022-08-04 16:22:44,395 - mmseg - INFO - Iter [13650/160000] lr: 5.488e-05, eta: 18:42:36, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5938, decode.acc_seg: 78.0800, aux.loss_ce: 0.2779, aux.acc_seg: 75.4708, loss: 0.8716
2022-08-04 16:23:06,948 - mmseg - INFO - Iter [13700/160000] lr: 5.486e-05, eta: 18:42:07, time: 0.451, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5905, decode.acc_seg: 77.9395, aux.loss_ce: 0.2808, aux.acc_seg: 75.3510, loss: 0.8713
2022-08-04 16:23:29,297 - mmseg - INFO - Iter [13750/160000] lr: 5.484e-05, eta: 18:41:38, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6115, decode.acc_seg: 76.4880, aux.loss_ce: 0.2889, aux.acc_seg: 73.7417, loss: 0.9005
2022-08-04 16:23:51,686 - mmseg - INFO - Iter [13800/160000] lr: 5.483e-05, eta: 18:41:08, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5849, decode.acc_seg: 77.7817, aux.loss_ce: 0.2701, aux.acc_seg: 75.6476, loss: 0.8550
2022-08-04 16:24:14,382 - mmseg - INFO - Iter [13850/160000] lr: 5.481e-05, eta: 18:40:42, time: 0.454, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6040, decode.acc_seg: 77.2466, aux.loss_ce: 0.2860, aux.acc_seg: 74.3380, loss: 0.8900
2022-08-04 16:24:39,300 - mmseg - INFO - Iter [13900/160000] lr: 5.479e-05, eta: 18:40:39, time: 0.498, data_time: 0.049, memory: 15775, decode.loss_ce: 0.6241, decode.acc_seg: 76.4464, aux.loss_ce: 0.2913, aux.acc_seg: 74.0768, loss: 0.9155
2022-08-04 16:25:01,808 - mmseg - INFO - Iter [13950/160000] lr: 5.477e-05, eta: 18:40:10, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5684, decode.acc_seg: 78.6082, aux.loss_ce: 0.2721, aux.acc_seg: 75.7905, loss: 0.8405
2022-08-04 16:25:24,236 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:25:24,237 - mmseg - INFO - Iter [14000/160000] lr: 5.475e-05, eta: 18:39:41, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5729, decode.acc_seg: 79.0184, aux.loss_ce: 0.2692, aux.acc_seg: 76.5926, loss: 0.8421
2022-08-04 16:25:46,872 - mmseg - INFO - Iter [14050/160000] lr: 5.473e-05, eta: 18:39:15, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5782, decode.acc_seg: 78.3427, aux.loss_ce: 0.2787, aux.acc_seg: 75.2634, loss: 0.8568
2022-08-04 16:26:09,776 - mmseg - INFO - Iter [14100/160000] lr: 5.471e-05, eta: 18:38:50, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5761, decode.acc_seg: 78.6604, aux.loss_ce: 0.2700, aux.acc_seg: 75.9608, loss: 0.8461
2022-08-04 16:26:32,382 - mmseg - INFO - Iter [14150/160000] lr: 5.469e-05, eta: 18:38:23, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6106, decode.acc_seg: 77.6922, aux.loss_ce: 0.2911, aux.acc_seg: 74.7007, loss: 0.9017
2022-08-04 16:26:54,832 - mmseg - INFO - Iter [14200/160000] lr: 5.468e-05, eta: 18:37:55, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5736, decode.acc_seg: 78.3888, aux.loss_ce: 0.2752, aux.acc_seg: 75.2708, loss: 0.8488
2022-08-04 16:27:17,105 - mmseg - INFO - Iter [14250/160000] lr: 5.466e-05, eta: 18:37:24, time: 0.445, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5935, decode.acc_seg: 77.9591, aux.loss_ce: 0.2720, aux.acc_seg: 75.8520, loss: 0.8655
2022-08-04 16:27:39,712 - mmseg - INFO - Iter [14300/160000] lr: 5.464e-05, eta: 18:36:57, time: 0.452, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5748, decode.acc_seg: 78.6143, aux.loss_ce: 0.2784, aux.acc_seg: 75.1357, loss: 0.8532
2022-08-04 16:28:02,347 - mmseg - INFO - Iter [14350/160000] lr: 5.462e-05, eta: 18:36:31, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5682, decode.acc_seg: 77.9444, aux.loss_ce: 0.2675, aux.acc_seg: 75.5761, loss: 0.8357
2022-08-04 16:28:25,182 - mmseg - INFO - Iter [14400/160000] lr: 5.460e-05, eta: 18:36:06, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6079, decode.acc_seg: 77.1591, aux.loss_ce: 0.2863, aux.acc_seg: 74.8235, loss: 0.8943
2022-08-04 16:28:47,541 - mmseg - INFO - Iter [14450/160000] lr: 5.458e-05, eta: 18:35:36, time: 0.447, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5477, decode.acc_seg: 78.9317, aux.loss_ce: 0.2593, aux.acc_seg: 76.5361, loss: 0.8069
2022-08-04 16:29:09,932 - mmseg - INFO - Iter [14500/160000] lr: 5.456e-05, eta: 18:35:07, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5855, decode.acc_seg: 78.0255, aux.loss_ce: 0.2849, aux.acc_seg: 74.8345, loss: 0.8704
2022-08-04 16:29:32,343 - mmseg - INFO - Iter [14550/160000] lr: 5.454e-05, eta: 18:34:39, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5755, decode.acc_seg: 78.7980, aux.loss_ce: 0.2752, aux.acc_seg: 75.8155, loss: 0.8507
2022-08-04 16:29:54,678 - mmseg - INFO - Iter [14600/160000] lr: 5.453e-05, eta: 18:34:09, time: 0.446, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5807, decode.acc_seg: 77.6546, aux.loss_ce: 0.2779, aux.acc_seg: 74.9448, loss: 0.8586
2022-08-04 16:30:17,474 - mmseg - INFO - Iter [14650/160000] lr: 5.451e-05, eta: 18:33:44, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5904, decode.acc_seg: 77.4628, aux.loss_ce: 0.2811, aux.acc_seg: 74.6818, loss: 0.8715
2022-08-04 16:30:40,285 - mmseg - INFO - Iter [14700/160000] lr: 5.449e-05, eta: 18:33:19, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5665, decode.acc_seg: 79.0969, aux.loss_ce: 0.2611, aux.acc_seg: 77.0382, loss: 0.8276
2022-08-04 16:31:02,799 - mmseg - INFO - Iter [14750/160000] lr: 5.447e-05, eta: 18:32:52, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5858, decode.acc_seg: 77.7330, aux.loss_ce: 0.2729, aux.acc_seg: 75.4711, loss: 0.8588
2022-08-04 16:31:25,621 - mmseg - INFO - Iter [14800/160000] lr: 5.445e-05, eta: 18:32:27, time: 0.456, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5803, decode.acc_seg: 78.6915, aux.loss_ce: 0.2746, aux.acc_seg: 75.9214, loss: 0.8549
2022-08-04 16:31:48,129 - mmseg - INFO - Iter [14850/160000] lr: 5.443e-05, eta: 18:32:00, time: 0.450, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5862, decode.acc_seg: 78.3086, aux.loss_ce: 0.2805, aux.acc_seg: 75.1360, loss: 0.8667
2022-08-04 16:32:10,549 - mmseg - INFO - Iter [14900/160000] lr: 5.441e-05, eta: 18:31:31, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5870, decode.acc_seg: 78.0455, aux.loss_ce: 0.2758, aux.acc_seg: 75.5885, loss: 0.8628
2022-08-04 16:32:32,860 - mmseg - INFO - Iter [14950/160000] lr: 5.439e-05, eta: 18:31:02, time: 0.446, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5691, decode.acc_seg: 78.7139, aux.loss_ce: 0.2700, aux.acc_seg: 75.8716, loss: 0.8391
2022-08-04 16:32:55,189 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:32:55,189 - mmseg - INFO - Iter [15000/160000] lr: 5.438e-05, eta: 18:30:32, time: 0.446, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5744, decode.acc_seg: 78.4408, aux.loss_ce: 0.2709, aux.acc_seg: 75.8161, loss: 0.8454
2022-08-04 16:33:18,247 - mmseg - INFO - Iter [15050/160000] lr: 5.436e-05, eta: 18:30:10, time: 0.462, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5972, decode.acc_seg: 77.6682, aux.loss_ce: 0.2905, aux.acc_seg: 74.5895, loss: 0.8877
2022-08-04 16:33:40,579 - mmseg - INFO - Iter [15100/160000] lr: 5.434e-05, eta: 18:29:41, time: 0.446, data_time: 0.006, memory: 15775, decode.loss_ce: 0.6153, decode.acc_seg: 77.5187, aux.loss_ce: 0.2846, aux.acc_seg: 75.1553, loss: 0.8999
2022-08-04 16:34:02,986 - mmseg - INFO - Iter [15150/160000] lr: 5.432e-05, eta: 18:29:12, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5961, decode.acc_seg: 77.3921, aux.loss_ce: 0.2810, aux.acc_seg: 74.6422, loss: 0.8770
2022-08-04 16:34:28,865 - mmseg - INFO - Iter [15200/160000] lr: 5.430e-05, eta: 18:29:17, time: 0.518, data_time: 0.054, memory: 15775, decode.loss_ce: 0.5528, decode.acc_seg: 79.3033, aux.loss_ce: 0.2672, aux.acc_seg: 75.8086, loss: 0.8201
2022-08-04 16:34:51,491 - mmseg - INFO - Iter [15250/160000] lr: 5.428e-05, eta: 18:28:51, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5633, decode.acc_seg: 78.6300, aux.loss_ce: 0.2692, aux.acc_seg: 75.7334, loss: 0.8324
2022-08-04 16:35:14,338 - mmseg - INFO - Iter [15300/160000] lr: 5.426e-05, eta: 18:28:27, time: 0.457, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5726, decode.acc_seg: 78.4973, aux.loss_ce: 0.2753, aux.acc_seg: 75.2994, loss: 0.8479
2022-08-04 16:35:37,230 - mmseg - INFO - Iter [15350/160000] lr: 5.424e-05, eta: 18:28:03, time: 0.458, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5602, decode.acc_seg: 79.0492, aux.loss_ce: 0.2670, aux.acc_seg: 76.5527, loss: 0.8272
2022-08-04 16:35:59,641 - mmseg - INFO - Iter [15400/160000] lr: 5.423e-05, eta: 18:27:34, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5878, decode.acc_seg: 78.2238, aux.loss_ce: 0.2841, aux.acc_seg: 75.3792, loss: 0.8718
2022-08-04 16:36:22,101 - mmseg - INFO - Iter [15450/160000] lr: 5.421e-05, eta: 18:27:06, time: 0.449, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5594, decode.acc_seg: 79.1877, aux.loss_ce: 0.2666, aux.acc_seg: 76.0213, loss: 0.8260
2022-08-04 16:36:44,361 - mmseg - INFO - Iter [15500/160000] lr: 5.419e-05, eta: 18:26:37, time: 0.445, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5743, decode.acc_seg: 78.1549, aux.loss_ce: 0.2691, aux.acc_seg: 75.9713, loss: 0.8435
2022-08-04 16:37:07,030 - mmseg - INFO - Iter [15550/160000] lr: 5.417e-05, eta: 18:26:11, time: 0.453, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5728, decode.acc_seg: 79.0940, aux.loss_ce: 0.2759, aux.acc_seg: 75.7631, loss: 0.8486
2022-08-04 16:37:29,276 - mmseg - INFO - Iter [15600/160000] lr: 5.415e-05, eta: 18:25:41, time: 0.445, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5806, decode.acc_seg: 77.9312, aux.loss_ce: 0.2699, aux.acc_seg: 75.2751, loss: 0.8505
2022-08-04 16:37:51,546 - mmseg - INFO - Iter [15650/160000] lr: 5.413e-05, eta: 18:25:12, time: 0.446, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5615, decode.acc_seg: 79.6576, aux.loss_ce: 0.2673, aux.acc_seg: 76.5948, loss: 0.8288
2022-08-04 16:38:13,833 - mmseg - INFO - Iter [15700/160000] lr: 5.411e-05, eta: 18:24:43, time: 0.446, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5916, decode.acc_seg: 77.8805, aux.loss_ce: 0.2845, aux.acc_seg: 75.0225, loss: 0.8761
2022-08-04 16:38:36,172 - mmseg - INFO - Iter [15750/160000] lr: 5.409e-05, eta: 18:24:14, time: 0.447, data_time: 0.005, memory: 15775, decode.loss_ce: 0.5514, decode.acc_seg: 79.6543, aux.loss_ce: 0.2564, aux.acc_seg: 77.4679, loss: 0.8078
2022-08-04 16:38:58,752 - mmseg - INFO - Iter [15800/160000] lr: 5.408e-05, eta: 18:23:48, time: 0.452, data_time: 0.005, memory: 15775, decode.loss_ce: 0.5727, decode.acc_seg: 78.9432, aux.loss_ce: 0.2713, aux.acc_seg: 75.9285, loss: 0.8440
2022-08-04 16:39:21,791 - mmseg - INFO - Iter [15850/160000] lr: 5.406e-05, eta: 18:23:25, time: 0.461, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5727, decode.acc_seg: 78.7401, aux.loss_ce: 0.2706, aux.acc_seg: 75.9471, loss: 0.8433
2022-08-04 16:39:44,183 - mmseg - INFO - Iter [15900/160000] lr: 5.404e-05, eta: 18:22:57, time: 0.448, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5544, decode.acc_seg: 78.9922, aux.loss_ce: 0.2692, aux.acc_seg: 76.0087, loss: 0.8236
2022-08-04 16:40:07,198 - mmseg - INFO - Iter [15950/160000] lr: 5.402e-05, eta: 18:22:35, time: 0.460, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5905, decode.acc_seg: 78.0294, aux.loss_ce: 0.2756, aux.acc_seg: 75.6255, loss: 0.8662
2022-08-04 16:40:29,536 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-04 16:40:32,238 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:40:32,239 - mmseg - INFO - Iter [16000/160000] lr: 5.400e-05, eta: 18:22:30, time: 0.501, data_time: 0.006, memory: 15775, decode.loss_ce: 0.5574, decode.acc_seg: 78.8808, aux.loss_ce: 0.2600, aux.acc_seg: 76.6802, loss: 0.8174
2022-08-04 16:50:43,243 - mmseg - INFO - per class results:
2022-08-04 16:50:43,251 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 72.97 | 86.56 |
| building | 81.03 | 90.54 |
| sky | 93.62 | 96.53 |
| floor | 78.83 | 88.37 |
| tree | 72.09 | 88.78 |
| ceiling | 80.83 | 91.48 |
| road | 77.91 | 83.9 |
| bed | 81.65 | 94.8 |
| windowpane | 56.28 | 72.32 |
| grass | 65.28 | 86.8 |
| cabinet | 54.6 | 67.58 |
| sidewalk | 60.35 | 77.96 |
| person | 76.33 | 89.46 |
| earth | 33.21 | 53.08 |
| door | 30.44 | 40.23 |
| table | 49.47 | 63.83 |
| mountain | 48.74 | 58.45 |
| plant | 41.71 | 47.69 |
| curtain | 66.4 | 80.63 |
| chair | 49.26 | 63.28 |
| car | 80.78 | 93.55 |
| water | 48.13 | 70.05 |
| painting | 66.31 | 82.34 |
| sofa | 56.76 | 83.45 |
| shelf | 40.83 | 58.65 |
| house | 42.16 | 58.22 |
| sea | 45.73 | 63.36 |
| mirror | 52.22 | 59.39 |
| rug | 59.24 | 71.08 |
| field | 29.19 | 45.87 |
| armchair | 25.05 | 34.56 |
| seat | 57.98 | 68.49 |
| fence | 38.28 | 47.76 |
| desk | 39.05 | 59.48 |
| rock | 40.49 | 61.17 |
| wardrobe | 44.22 | 56.61 |
| lamp | 51.84 | 66.51 |
| bathtub | 61.33 | 70.83 |
| railing | 28.37 | 34.67 |
| cushion | 39.53 | 46.62 |
| base | 16.25 | 24.81 |
| box | 14.45 | 18.07 |
| column | 40.62 | 53.46 |
| signboard | 34.24 | 50.76 |
| chest of drawers | 36.42 | 63.84 |
| counter | 32.3 | 44.25 |
| sand | 32.84 | 45.87 |
| sink | 57.62 | 72.7 |
| skyscraper | 63.37 | 75.33 |
| fireplace | 53.44 | 72.39 |
| refrigerator | 61.8 | 77.94 |
| grandstand | 42.19 | 69.72 |
| path | 19.57 | 28.64 |
| stairs | 7.64 | 7.98 |
| runway | 71.16 | 95.14 |
| case | 56.66 | 66.16 |
| pool table | 88.55 | 93.8 |
| pillow | 46.88 | 64.34 |
| screen door | 54.51 | 76.13 |
| stairway | 22.62 | 47.54 |
| river | 17.98 | 34.4 |
| bridge | 63.76 | 83.15 |
| bookcase | 29.76 | 42.19 |
| blind | 40.19 | 54.65 |
| coffee table | 44.74 | 79.06 |
| toilet | 76.22 | 87.12 |
| flower | 29.17 | 67.63 |
| book | 46.7 | 65.64 |
| hill | 3.82 | 5.24 |
| bench | 43.79 | 52.83 |
| countertop | 51.0 | 72.17 |
| stove | 43.25 | 47.84 |
| palm | 45.39 | 60.8 |
| kitchen island | 26.24 | 62.13 |
| computer | 55.63 | 70.55 |
| swivel chair | 40.06 | 58.94 |
| boat | 41.35 | 79.16 |
| bar | 41.76 | 59.36 |
| arcade machine | 71.11 | 88.18 |
| hovel | 47.59 | 63.49 |
| bus | 73.38 | 86.24 |
| towel | 51.33 | 61.24 |
| light | 34.69 | 38.9 |
| truck | 17.86 | 24.98 |
| tower | 28.25 | 46.58 |
| chandelier | 58.31 | 76.58 |
| awning | 18.53 | 25.01 |
| streetlight | 16.85 | 24.19 |
| booth | 18.44 | 27.27 |
| television receiver | 60.33 | 80.44 |
| airplane | 47.05 | 57.7 |
| dirt track | 18.17 | 21.28 |
| apparel | 20.75 | 31.91 |
| pole | 10.6 | 11.74 |
| land | 0.16 | 0.17 |
| bannister | 8.17 | 9.08 |
| escalator | 35.45 | 67.97 |
| ottoman | 38.22 | 44.6 |
| bottle | 20.35 | 27.54 |
| buffet | 33.97 | 39.11 |
| poster | 6.42 | 6.93 |
| stage | 8.89 | 18.01 |
| van | 18.03 | 21.28 |
| ship | 12.58 | 13.28 |
| fountain | 20.92 | 22.02 |
| conveyer belt | 69.23 | 85.93 |
| canopy | 1.7 | 1.98 |
| washer | 53.98 | 58.93 |
| plaything | 25.57 | 39.83 |
| swimming pool | 35.86 | 74.79 |
| stool | 17.46 | 20.96 |
| barrel | 43.38 | 61.52 |
| basket | 26.49 | 34.61 |
| waterfall | 46.1 | 56.12 |
| tent | 94.4 | 97.38 |
| bag | 1.03 | 1.05 |
| minibike | 49.27 | 55.81 |
| cradle | 62.38 | 85.89 |
| oven | 12.65 | 34.56 |
| ball | 36.68 | 66.71 |
| food | 55.05 | 78.29 |
| step | 0.46 | 0.46 |
| tank | 38.58 | 45.75 |
| trade name | 21.61 | 24.3 |
| microwave | 44.6 | 52.06 |
| pot | 33.58 | 39.25 |
| animal | 56.28 | 62.22 |
| bicycle | 44.3 | 75.21 |
| lake | 0.0 | 0.0 |
| dishwasher | 30.58 | 65.3 |
| screen | 57.79 | 89.25 |
| blanket | 0.0 | 0.0 |
| sculpture | 40.74 | 46.62 |
| hood | 44.88 | 50.05 |
| sconce | 16.74 | 18.08 |
| vase | 26.31 | 44.87 |
| traffic light | 15.54 | 22.13 |
| tray | 0.09 | 0.09 |
| ashcan | 31.75 | 40.71 |
| fan | 41.87 | 53.57 |
| pier | 16.24 | 67.24 |
| crt screen | 0.92 | 2.94 |
| plate | 45.71 | 75.69 |
| monitor | 9.02 | 12.77 |
| bulletin board | 27.27 | 56.04 |
| shower | 0.0 | 0.0 |
| radiator | 46.94 | 54.86 |
| glass | 6.8 | 7.37 |
| clock | 26.39 | 28.27 |
| flag | 27.35 | 31.73 |
+---------------------+-------+-------+
2022-08-04 16:50:43,251 - mmseg - INFO - Summary:
2022-08-04 16:50:43,251 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 79.52 | 39.95 | 52.96 |
+-------+-------+-------+
2022-08-04 16:50:43,264 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:50:43,264 - mmseg - INFO - Iter(val) [250] aAcc: 0.7952, mIoU: 0.3995, mAcc: 0.5296, IoU.wall: 0.7297, IoU.building: 0.8103, IoU.sky: 0.9362, IoU.floor: 0.7883, IoU.tree: 0.7209, IoU.ceiling: 0.8083, IoU.road: 0.7791, IoU.bed : 0.8165, IoU.windowpane: 0.5628, IoU.grass: 0.6528, IoU.cabinet: 0.5460, IoU.sidewalk: 0.6035, IoU.person: 0.7633, IoU.earth: 0.3321, IoU.door: 0.3044, IoU.table: 0.4947, IoU.mountain: 0.4874, IoU.plant: 0.4171, IoU.curtain: 0.6640, IoU.chair: 0.4926, IoU.car: 0.8078, IoU.water: 0.4813, IoU.painting: 0.6631, IoU.sofa: 0.5676, IoU.shelf: 0.4083, IoU.house: 0.4216, IoU.sea: 0.4573, IoU.mirror: 0.5222, IoU.rug: 0.5924, IoU.field: 0.2919, IoU.armchair: 0.2505, IoU.seat: 0.5798, IoU.fence: 0.3828, IoU.desk: 0.3905, IoU.rock: 0.4049, IoU.wardrobe: 0.4422, IoU.lamp: 0.5184, IoU.bathtub: 0.6133, IoU.railing: 0.2837, IoU.cushion: 0.3953, IoU.base: 0.1625, IoU.box: 0.1445, IoU.column: 0.4062, IoU.signboard: 0.3424, IoU.chest of drawers: 0.3642, IoU.counter: 0.3230, IoU.sand: 0.3284, IoU.sink: 0.5762, IoU.skyscraper: 0.6337, IoU.fireplace: 0.5344, IoU.refrigerator: 0.6180, IoU.grandstand: 0.4219, IoU.path: 0.1957, IoU.stairs: 0.0764, IoU.runway: 0.7116, IoU.case: 0.5666, IoU.pool table: 0.8855, IoU.pillow: 0.4688, IoU.screen door: 0.5451, IoU.stairway: 0.2262, IoU.river: 0.1798, IoU.bridge: 0.6376, IoU.bookcase: 0.2976, IoU.blind: 0.4019, IoU.coffee table: 0.4474, IoU.toilet: 0.7622, IoU.flower: 0.2917, IoU.book: 0.4670, IoU.hill: 0.0382, IoU.bench: 0.4379, IoU.countertop: 0.5100, IoU.stove: 0.4325, IoU.palm: 0.4539, IoU.kitchen island: 0.2624, IoU.computer: 0.5563, IoU.swivel chair: 0.4006, IoU.boat: 0.4135, IoU.bar: 0.4176, IoU.arcade machine: 0.7111, IoU.hovel: 0.4759, IoU.bus: 0.7338, IoU.towel: 0.5133, IoU.light: 0.3469, IoU.truck: 0.1786, IoU.tower: 0.2825, IoU.chandelier: 0.5831, IoU.awning: 0.1853, IoU.streetlight: 0.1685, IoU.booth: 0.1844, IoU.television receiver: 0.6033, IoU.airplane: 0.4705, IoU.dirt track: 0.1817, IoU.apparel: 0.2075, IoU.pole: 0.1060, IoU.land: 0.0016, IoU.bannister: 0.0817, IoU.escalator: 0.3545, IoU.ottoman: 0.3822, IoU.bottle: 0.2035, IoU.buffet: 0.3397, IoU.poster: 0.0642, IoU.stage: 0.0889, IoU.van: 0.1803, IoU.ship: 0.1258, IoU.fountain: 0.2092, IoU.conveyer belt: 0.6923, IoU.canopy: 0.0170, IoU.washer: 0.5398, IoU.plaything: 0.2557, IoU.swimming pool: 0.3586, IoU.stool: 0.1746, IoU.barrel: 0.4338, IoU.basket: 0.2649, IoU.waterfall: 0.4610, IoU.tent: 0.9440, IoU.bag: 0.0103, IoU.minibike: 0.4927, IoU.cradle: 0.6238, IoU.oven: 0.1265, IoU.ball: 0.3668, IoU.food: 0.5505, IoU.step: 0.0046, IoU.tank: 0.3858, IoU.trade name: 0.2161, IoU.microwave: 0.4460, IoU.pot: 0.3358, IoU.animal: 0.5628, IoU.bicycle: 0.4430, IoU.lake: 0.0000, IoU.dishwasher: 0.3058, IoU.screen: 0.5779, IoU.blanket: 0.0000, IoU.sculpture: 0.4074, IoU.hood: 0.4488, IoU.sconce: 0.1674, IoU.vase: 0.2631, IoU.traffic light: 0.1554, IoU.tray: 0.0009, IoU.ashcan: 0.3175, IoU.fan: 0.4187, IoU.pier: 0.1624, IoU.crt screen: 0.0092, IoU.plate: 0.4571, IoU.monitor: 0.0902, IoU.bulletin board: 0.2727, IoU.shower: 0.0000, IoU.radiator: 0.4694, IoU.glass: 0.0680, IoU.clock: 0.2639, IoU.flag: 0.2735, Acc.wall: 0.8656, Acc.building: 0.9054, Acc.sky: 0.9653, Acc.floor: 0.8837, Acc.tree: 0.8878, Acc.ceiling: 0.9148, Acc.road: 0.8390, Acc.bed : 0.9480, Acc.windowpane: 0.7232, Acc.grass: 0.8680, Acc.cabinet: 0.6758, Acc.sidewalk: 0.7796, Acc.person: 0.8946, Acc.earth: 0.5308, Acc.door: 0.4023, Acc.table: 0.6383, Acc.mountain: 0.5845, Acc.plant: 0.4769, Acc.curtain: 0.8063, Acc.chair: 0.6328, Acc.car: 0.9355, Acc.water: 0.7005, Acc.painting: 0.8234, Acc.sofa: 0.8345, Acc.shelf: 0.5865, Acc.house: 0.5822, Acc.sea: 0.6336, Acc.mirror: 0.5939, Acc.rug: 0.7108, Acc.field: 0.4587, Acc.armchair: 0.3456, Acc.seat: 0.6849, Acc.fence: 0.4776, Acc.desk: 0.5948, Acc.rock: 0.6117, Acc.wardrobe: 0.5661, Acc.lamp: 0.6651, Acc.bathtub: 0.7083, Acc.railing: 0.3467, Acc.cushion: 0.4662, Acc.base: 0.2481, Acc.box: 0.1807, Acc.column: 0.5346, Acc.signboard: 0.5076, Acc.chest of drawers: 0.6384, Acc.counter: 0.4425, Acc.sand: 0.4587, Acc.sink: 0.7270, Acc.skyscraper: 0.7533, Acc.fireplace: 0.7239, Acc.refrigerator: 0.7794, Acc.grandstand: 0.6972, Acc.path: 0.2864, Acc.stairs: 0.0798, Acc.runway: 0.9514, Acc.case: 0.6616, Acc.pool table: 0.9380, Acc.pillow: 0.6434, Acc.screen door: 0.7613, Acc.stairway: 0.4754, Acc.river: 0.3440, Acc.bridge: 0.8315, Acc.bookcase: 0.4219, Acc.blind: 0.5465, Acc.coffee table: 0.7906, Acc.toilet: 0.8712, Acc.flower: 0.6763, Acc.book: 0.6564, Acc.hill: 0.0524, Acc.bench: 0.5283, Acc.countertop: 0.7217, Acc.stove: 0.4784, Acc.palm: 0.6080, Acc.kitchen island: 0.6213, Acc.computer: 0.7055, Acc.swivel chair: 0.5894, Acc.boat: 0.7916, Acc.bar: 0.5936, Acc.arcade machine: 0.8818, Acc.hovel: 0.6349, Acc.bus: 0.8624, Acc.towel: 0.6124, Acc.light: 0.3890, Acc.truck: 0.2498, Acc.tower: 0.4658, Acc.chandelier: 0.7658, Acc.awning: 0.2501, Acc.streetlight: 0.2419, Acc.booth: 0.2727, Acc.television receiver: 0.8044, Acc.airplane: 0.5770, Acc.dirt track: 0.2128, Acc.apparel: 0.3191, Acc.pole: 0.1174, Acc.land: 0.0017, Acc.bannister: 0.0908, Acc.escalator: 0.6797, Acc.ottoman: 0.4460, Acc.bottle: 0.2754, Acc.buffet: 0.3911, Acc.poster: 0.0693, Acc.stage: 0.1801, Acc.van: 0.2128, Acc.ship: 0.1328, Acc.fountain: 0.2202, Acc.conveyer belt: 0.8593, Acc.canopy: 0.0198, Acc.washer: 0.5893, Acc.plaything: 0.3983, Acc.swimming pool: 0.7479, Acc.stool: 0.2096, Acc.barrel: 0.6152, Acc.basket: 0.3461, Acc.waterfall: 0.5612, Acc.tent: 0.9738, Acc.bag: 0.0105, Acc.minibike: 0.5581, Acc.cradle: 0.8589, Acc.oven: 0.3456, Acc.ball: 0.6671, Acc.food: 0.7829, Acc.step: 0.0046, Acc.tank: 0.4575, Acc.trade name: 0.2430, Acc.microwave: 0.5206, Acc.pot: 0.3925, Acc.animal: 0.6222, Acc.bicycle: 0.7521, Acc.lake: 0.0000, Acc.dishwasher: 0.6530, Acc.screen: 0.8925, Acc.blanket: 0.0000, Acc.sculpture: 0.4662, Acc.hood: 0.5005, Acc.sconce: 0.1808, Acc.vase: 0.4487, Acc.traffic light: 0.2213, Acc.tray: 0.0009, Acc.ashcan: 0.4071, Acc.fan: 0.5357, Acc.pier: 0.6724, Acc.crt screen: 0.0294, Acc.plate: 0.7569, Acc.monitor: 0.1277, Acc.bulletin board: 0.5604, Acc.shower: 0.0000, Acc.radiator: 0.5486, Acc.glass: 0.0737, Acc.clock: 0.2827, Acc.flag: 0.3173
2022-08-04 16:51:07,804 - mmseg - INFO - Iter [16050/160000] lr: 5.398e-05, eta: 19:53:41, time: 12.711, data_time: 12.226, memory: 20600, decode.loss_ce: 0.5634, decode.acc_seg: 78.4129, aux.loss_ce: 0.2664, aux.acc_seg: 75.8395, loss: 0.8299
2022-08-04 16:51:30,409 - mmseg - INFO - Iter [16100/160000] lr: 5.396e-05, eta: 19:52:56, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5756, decode.acc_seg: 78.1065, aux.loss_ce: 0.2758, aux.acc_seg: 75.1449, loss: 0.8514
2022-08-04 16:51:53,170 - mmseg - INFO - Iter [16150/160000] lr: 5.394e-05, eta: 19:52:13, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5589, decode.acc_seg: 78.4822, aux.loss_ce: 0.2618, aux.acc_seg: 76.2158, loss: 0.8207
2022-08-04 16:52:15,499 - mmseg - INFO - Iter [16200/160000] lr: 5.393e-05, eta: 19:51:25, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5806, decode.acc_seg: 78.1741, aux.loss_ce: 0.2754, aux.acc_seg: 75.5198, loss: 0.8560
2022-08-04 16:52:38,570 - mmseg - INFO - Iter [16250/160000] lr: 5.391e-05, eta: 19:50:45, time: 0.461, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5768, decode.acc_seg: 78.4643, aux.loss_ce: 0.2729, aux.acc_seg: 75.5086, loss: 0.8497
2022-08-04 16:53:01,011 - mmseg - INFO - Iter [16300/160000] lr: 5.389e-05, eta: 19:49:59, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5996, decode.acc_seg: 77.1164, aux.loss_ce: 0.2897, aux.acc_seg: 73.9675, loss: 0.8893
2022-08-04 16:53:23,710 - mmseg - INFO - Iter [16350/160000] lr: 5.387e-05, eta: 19:49:15, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5699, decode.acc_seg: 78.8109, aux.loss_ce: 0.2680, aux.acc_seg: 76.3502, loss: 0.8379
2022-08-04 16:53:46,666 - mmseg - INFO - Iter [16400/160000] lr: 5.385e-05, eta: 19:48:34, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5487, decode.acc_seg: 78.7937, aux.loss_ce: 0.2636, aux.acc_seg: 76.0191, loss: 0.8124
2022-08-04 16:54:11,840 - mmseg - INFO - Iter [16450/160000] lr: 5.383e-05, eta: 19:48:12, time: 0.503, data_time: 0.050, memory: 20600, decode.loss_ce: 0.5224, decode.acc_seg: 79.0846, aux.loss_ce: 0.2523, aux.acc_seg: 76.4223, loss: 0.7747
2022-08-04 16:54:34,568 - mmseg - INFO - Iter [16500/160000] lr: 5.381e-05, eta: 19:47:29, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5226, decode.acc_seg: 80.2183, aux.loss_ce: 0.2475, aux.acc_seg: 77.7393, loss: 0.7700
2022-08-04 16:54:57,644 - mmseg - INFO - Iter [16550/160000] lr: 5.379e-05, eta: 19:46:49, time: 0.462, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5876, decode.acc_seg: 77.9372, aux.loss_ce: 0.2797, aux.acc_seg: 75.0375, loss: 0.8673
2022-08-04 16:55:20,106 - mmseg - INFO - Iter [16600/160000] lr: 5.378e-05, eta: 19:46:03, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5632, decode.acc_seg: 79.1065, aux.loss_ce: 0.2715, aux.acc_seg: 76.1071, loss: 0.8347
2022-08-04 16:55:42,867 - mmseg - INFO - Iter [16650/160000] lr: 5.376e-05, eta: 19:45:21, time: 0.455, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5496, decode.acc_seg: 78.9884, aux.loss_ce: 0.2656, aux.acc_seg: 76.2792, loss: 0.8152
2022-08-04 16:56:05,580 - mmseg - INFO - Iter [16700/160000] lr: 5.374e-05, eta: 19:44:38, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5744, decode.acc_seg: 77.5697, aux.loss_ce: 0.2737, aux.acc_seg: 74.9956, loss: 0.8481
2022-08-04 16:56:28,133 - mmseg - INFO - Iter [16750/160000] lr: 5.372e-05, eta: 19:43:54, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5377, decode.acc_seg: 79.1761, aux.loss_ce: 0.2567, aux.acc_seg: 76.5860, loss: 0.7944
2022-08-04 16:56:50,818 - mmseg - INFO - Iter [16800/160000] lr: 5.370e-05, eta: 19:43:11, time: 0.453, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5413, decode.acc_seg: 78.8526, aux.loss_ce: 0.2585, aux.acc_seg: 75.8666, loss: 0.7998
2022-08-04 16:57:13,553 - mmseg - INFO - Iter [16850/160000] lr: 5.368e-05, eta: 19:42:29, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5388, decode.acc_seg: 79.1139, aux.loss_ce: 0.2583, aux.acc_seg: 76.4526, loss: 0.7971
2022-08-04 16:57:36,064 - mmseg - INFO - Iter [16900/160000] lr: 5.366e-05, eta: 19:41:45, time: 0.450, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5506, decode.acc_seg: 79.3554, aux.loss_ce: 0.2647, aux.acc_seg: 76.5676, loss: 0.8153
2022-08-04 16:57:58,519 - mmseg - INFO - Iter [16950/160000] lr: 5.364e-05, eta: 19:41:01, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5551, decode.acc_seg: 79.3262, aux.loss_ce: 0.2618, aux.acc_seg: 76.6278, loss: 0.8169
2022-08-04 16:58:21,204 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 16:58:21,205 - mmseg - INFO - Iter [17000/160000] lr: 5.363e-05, eta: 19:40:18, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5614, decode.acc_seg: 78.6705, aux.loss_ce: 0.2670, aux.acc_seg: 75.6040, loss: 0.8284
2022-08-04 16:58:44,105 - mmseg - INFO - Iter [17050/160000] lr: 5.361e-05, eta: 19:39:38, time: 0.458, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5656, decode.acc_seg: 78.5419, aux.loss_ce: 0.2721, aux.acc_seg: 75.1773, loss: 0.8377
2022-08-04 16:59:06,451 - mmseg - INFO - Iter [17100/160000] lr: 5.359e-05, eta: 19:38:53, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5640, decode.acc_seg: 78.9531, aux.loss_ce: 0.2676, aux.acc_seg: 76.2759, loss: 0.8316
2022-08-04 16:59:29,557 - mmseg - INFO - Iter [17150/160000] lr: 5.357e-05, eta: 19:38:15, time: 0.462, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5378, decode.acc_seg: 79.5411, aux.loss_ce: 0.2556, aux.acc_seg: 76.9710, loss: 0.7934
2022-08-04 16:59:52,031 - mmseg - INFO - Iter [17200/160000] lr: 5.355e-05, eta: 19:37:31, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5587, decode.acc_seg: 79.2074, aux.loss_ce: 0.2613, aux.acc_seg: 76.5385, loss: 0.8200
2022-08-04 17:00:14,420 - mmseg - INFO - Iter [17250/160000] lr: 5.353e-05, eta: 19:36:47, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5264, decode.acc_seg: 79.9113, aux.loss_ce: 0.2515, aux.acc_seg: 76.9054, loss: 0.7779
2022-08-04 17:00:36,957 - mmseg - INFO - Iter [17300/160000] lr: 5.351e-05, eta: 19:36:04, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5547, decode.acc_seg: 78.9469, aux.loss_ce: 0.2682, aux.acc_seg: 75.5091, loss: 0.8229
2022-08-04 17:00:59,496 - mmseg - INFO - Iter [17350/160000] lr: 5.349e-05, eta: 19:35:22, time: 0.451, data_time: 0.007, memory: 20600, decode.loss_ce: 0.5624, decode.acc_seg: 78.9972, aux.loss_ce: 0.2699, aux.acc_seg: 75.4802, loss: 0.8323
2022-08-04 17:01:21,843 - mmseg - INFO - Iter [17400/160000] lr: 5.348e-05, eta: 19:34:37, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5822, decode.acc_seg: 77.8586, aux.loss_ce: 0.2696, aux.acc_seg: 75.9057, loss: 0.8519
2022-08-04 17:01:44,603 - mmseg - INFO - Iter [17450/160000] lr: 5.346e-05, eta: 19:33:57, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5380, decode.acc_seg: 80.0077, aux.loss_ce: 0.2552, aux.acc_seg: 77.5849, loss: 0.7932
2022-08-04 17:02:07,224 - mmseg - INFO - Iter [17500/160000] lr: 5.344e-05, eta: 19:33:15, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5762, decode.acc_seg: 78.3300, aux.loss_ce: 0.2754, aux.acc_seg: 75.4655, loss: 0.8516
2022-08-04 17:02:29,613 - mmseg - INFO - Iter [17550/160000] lr: 5.342e-05, eta: 19:32:32, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5687, decode.acc_seg: 78.7148, aux.loss_ce: 0.2653, aux.acc_seg: 75.9102, loss: 0.8340
2022-08-04 17:02:52,138 - mmseg - INFO - Iter [17600/160000] lr: 5.340e-05, eta: 19:31:49, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5919, decode.acc_seg: 77.7666, aux.loss_ce: 0.2773, aux.acc_seg: 74.8815, loss: 0.8692
2022-08-04 17:03:14,574 - mmseg - INFO - Iter [17650/160000] lr: 5.338e-05, eta: 19:31:06, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5859, decode.acc_seg: 78.2762, aux.loss_ce: 0.2847, aux.acc_seg: 75.1841, loss: 0.8706
2022-08-04 17:03:39,299 - mmseg - INFO - Iter [17700/160000] lr: 5.336e-05, eta: 19:30:42, time: 0.495, data_time: 0.050, memory: 20600, decode.loss_ce: 0.5661, decode.acc_seg: 78.5024, aux.loss_ce: 0.2691, aux.acc_seg: 75.7578, loss: 0.8352
2022-08-04 17:04:02,552 - mmseg - INFO - Iter [17750/160000] lr: 5.334e-05, eta: 19:30:06, time: 0.465, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5357, decode.acc_seg: 79.6472, aux.loss_ce: 0.2569, aux.acc_seg: 76.9050, loss: 0.7927
2022-08-04 17:04:25,081 - mmseg - INFO - Iter [17800/160000] lr: 5.333e-05, eta: 19:29:24, time: 0.451, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5156, decode.acc_seg: 80.7831, aux.loss_ce: 0.2540, aux.acc_seg: 77.1808, loss: 0.7696
2022-08-04 17:04:47,712 - mmseg - INFO - Iter [17850/160000] lr: 5.331e-05, eta: 19:28:43, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5389, decode.acc_seg: 79.3262, aux.loss_ce: 0.2573, aux.acc_seg: 76.3509, loss: 0.7962
2022-08-04 17:05:09,975 - mmseg - INFO - Iter [17900/160000] lr: 5.329e-05, eta: 19:27:59, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5139, decode.acc_seg: 80.8116, aux.loss_ce: 0.2429, aux.acc_seg: 78.0763, loss: 0.7568
2022-08-04 17:05:32,363 - mmseg - INFO - Iter [17950/160000] lr: 5.327e-05, eta: 19:27:17, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5336, decode.acc_seg: 78.8963, aux.loss_ce: 0.2557, aux.acc_seg: 76.4773, loss: 0.7893
2022-08-04 17:05:54,754 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:05:54,755 - mmseg - INFO - Iter [18000/160000] lr: 5.325e-05, eta: 19:26:34, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5430, decode.acc_seg: 79.3772, aux.loss_ce: 0.2607, aux.acc_seg: 76.8359, loss: 0.8037
2022-08-04 17:06:17,322 - mmseg - INFO - Iter [18050/160000] lr: 5.323e-05, eta: 19:25:53, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5036, decode.acc_seg: 80.9574, aux.loss_ce: 0.2431, aux.acc_seg: 78.1736, loss: 0.7467
2022-08-04 17:06:39,773 - mmseg - INFO - Iter [18100/160000] lr: 5.321e-05, eta: 19:25:12, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5725, decode.acc_seg: 78.8706, aux.loss_ce: 0.2742, aux.acc_seg: 75.9608, loss: 0.8466
2022-08-04 17:07:02,410 - mmseg - INFO - Iter [18150/160000] lr: 5.319e-05, eta: 19:24:31, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5532, decode.acc_seg: 79.1746, aux.loss_ce: 0.2611, aux.acc_seg: 76.3375, loss: 0.8143
2022-08-04 17:07:24,708 - mmseg - INFO - Iter [18200/160000] lr: 5.318e-05, eta: 19:23:48, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5171, decode.acc_seg: 80.2048, aux.loss_ce: 0.2492, aux.acc_seg: 77.3482, loss: 0.7663
2022-08-04 17:07:46,918 - mmseg - INFO - Iter [18250/160000] lr: 5.316e-05, eta: 19:23:05, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5303, decode.acc_seg: 80.3361, aux.loss_ce: 0.2576, aux.acc_seg: 76.9917, loss: 0.7879
2022-08-04 17:08:09,605 - mmseg - INFO - Iter [18300/160000] lr: 5.314e-05, eta: 19:22:25, time: 0.453, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5256, decode.acc_seg: 79.9426, aux.loss_ce: 0.2556, aux.acc_seg: 76.9347, loss: 0.7812
2022-08-04 17:08:32,533 - mmseg - INFO - Iter [18350/160000] lr: 5.312e-05, eta: 19:21:48, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5440, decode.acc_seg: 79.2933, aux.loss_ce: 0.2618, aux.acc_seg: 76.4167, loss: 0.8058
2022-08-04 17:08:55,273 - mmseg - INFO - Iter [18400/160000] lr: 5.310e-05, eta: 19:21:09, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5691, decode.acc_seg: 79.1038, aux.loss_ce: 0.2665, aux.acc_seg: 76.3414, loss: 0.8356
2022-08-04 17:09:17,686 - mmseg - INFO - Iter [18450/160000] lr: 5.308e-05, eta: 19:20:28, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5777, decode.acc_seg: 77.8853, aux.loss_ce: 0.2819, aux.acc_seg: 74.7408, loss: 0.8596
2022-08-04 17:09:40,012 - mmseg - INFO - Iter [18500/160000] lr: 5.306e-05, eta: 19:19:46, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4899, decode.acc_seg: 80.7900, aux.loss_ce: 0.2281, aux.acc_seg: 78.2259, loss: 0.7179
2022-08-04 17:10:02,336 - mmseg - INFO - Iter [18550/160000] lr: 5.304e-05, eta: 19:19:04, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5494, decode.acc_seg: 78.7050, aux.loss_ce: 0.2596, aux.acc_seg: 76.3809, loss: 0.8091
2022-08-04 17:10:24,830 - mmseg - INFO - Iter [18600/160000] lr: 5.303e-05, eta: 19:18:23, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5488, decode.acc_seg: 79.5702, aux.loss_ce: 0.2652, aux.acc_seg: 76.3479, loss: 0.8139
2022-08-04 17:10:47,295 - mmseg - INFO - Iter [18650/160000] lr: 5.301e-05, eta: 19:17:43, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5309, decode.acc_seg: 79.9414, aux.loss_ce: 0.2563, aux.acc_seg: 77.1940, loss: 0.7872
2022-08-04 17:11:09,876 - mmseg - INFO - Iter [18700/160000] lr: 5.299e-05, eta: 19:17:03, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5569, decode.acc_seg: 78.9768, aux.loss_ce: 0.2663, aux.acc_seg: 76.3125, loss: 0.8232
2022-08-04 17:11:32,388 - mmseg - INFO - Iter [18750/160000] lr: 5.297e-05, eta: 19:16:23, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5266, decode.acc_seg: 79.7882, aux.loss_ce: 0.2532, aux.acc_seg: 76.9501, loss: 0.7798
2022-08-04 17:11:54,738 - mmseg - INFO - Iter [18800/160000] lr: 5.295e-05, eta: 19:15:42, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5168, decode.acc_seg: 79.9864, aux.loss_ce: 0.2473, aux.acc_seg: 77.0139, loss: 0.7641
2022-08-04 17:12:17,438 - mmseg - INFO - Iter [18850/160000] lr: 5.293e-05, eta: 19:15:03, time: 0.454, data_time: 0.007, memory: 20600, decode.loss_ce: 0.5637, decode.acc_seg: 79.6341, aux.loss_ce: 0.2685, aux.acc_seg: 76.7385, loss: 0.8322
2022-08-04 17:12:40,110 - mmseg - INFO - Iter [18900/160000] lr: 5.291e-05, eta: 19:14:25, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5515, decode.acc_seg: 79.2162, aux.loss_ce: 0.2639, aux.acc_seg: 76.1655, loss: 0.8154
2022-08-04 17:13:04,722 - mmseg - INFO - Iter [18950/160000] lr: 5.289e-05, eta: 19:14:01, time: 0.492, data_time: 0.054, memory: 20600, decode.loss_ce: 0.5382, decode.acc_seg: 79.0959, aux.loss_ce: 0.2541, aux.acc_seg: 76.4839, loss: 0.7922
2022-08-04 17:13:27,375 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:13:27,375 - mmseg - INFO - Iter [19000/160000] lr: 5.288e-05, eta: 19:13:22, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5801, decode.acc_seg: 78.8097, aux.loss_ce: 0.2814, aux.acc_seg: 75.7592, loss: 0.8615
2022-08-04 17:13:49,657 - mmseg - INFO - Iter [19050/160000] lr: 5.286e-05, eta: 19:12:41, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4954, decode.acc_seg: 81.0773, aux.loss_ce: 0.2418, aux.acc_seg: 77.9444, loss: 0.7372
2022-08-04 17:14:11,909 - mmseg - INFO - Iter [19100/160000] lr: 5.284e-05, eta: 19:12:00, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5285, decode.acc_seg: 80.1066, aux.loss_ce: 0.2606, aux.acc_seg: 76.6170, loss: 0.7890
2022-08-04 17:14:34,701 - mmseg - INFO - Iter [19150/160000] lr: 5.282e-05, eta: 19:11:22, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4848, decode.acc_seg: 81.2687, aux.loss_ce: 0.2367, aux.acc_seg: 78.5168, loss: 0.7215
2022-08-04 17:14:57,256 - mmseg - INFO - Iter [19200/160000] lr: 5.280e-05, eta: 19:10:43, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5259, decode.acc_seg: 80.1240, aux.loss_ce: 0.2556, aux.acc_seg: 77.0495, loss: 0.7815
2022-08-04 17:15:19,714 - mmseg - INFO - Iter [19250/160000] lr: 5.278e-05, eta: 19:10:04, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5473, decode.acc_seg: 78.6936, aux.loss_ce: 0.2611, aux.acc_seg: 75.5821, loss: 0.8084
2022-08-04 17:15:42,677 - mmseg - INFO - Iter [19300/160000] lr: 5.276e-05, eta: 19:09:28, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5116, decode.acc_seg: 80.2702, aux.loss_ce: 0.2523, aux.acc_seg: 76.9134, loss: 0.7638
2022-08-04 17:16:05,122 - mmseg - INFO - Iter [19350/160000] lr: 5.274e-05, eta: 19:08:48, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5363, decode.acc_seg: 79.4026, aux.loss_ce: 0.2608, aux.acc_seg: 76.6279, loss: 0.7971
2022-08-04 17:16:27,662 - mmseg - INFO - Iter [19400/160000] lr: 5.273e-05, eta: 19:08:10, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5361, decode.acc_seg: 79.4813, aux.loss_ce: 0.2598, aux.acc_seg: 76.5928, loss: 0.7959
2022-08-04 17:16:50,167 - mmseg - INFO - Iter [19450/160000] lr: 5.271e-05, eta: 19:07:31, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5489, decode.acc_seg: 78.8289, aux.loss_ce: 0.2602, aux.acc_seg: 76.3404, loss: 0.8091
2022-08-04 17:17:12,515 - mmseg - INFO - Iter [19500/160000] lr: 5.269e-05, eta: 19:06:51, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5072, decode.acc_seg: 80.7325, aux.loss_ce: 0.2432, aux.acc_seg: 78.2343, loss: 0.7504
2022-08-04 17:17:34,868 - mmseg - INFO - Iter [19550/160000] lr: 5.267e-05, eta: 19:06:11, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5007, decode.acc_seg: 80.7192, aux.loss_ce: 0.2476, aux.acc_seg: 77.4148, loss: 0.7484
2022-08-04 17:17:57,893 - mmseg - INFO - Iter [19600/160000] lr: 5.265e-05, eta: 19:05:36, time: 0.460, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5506, decode.acc_seg: 78.1466, aux.loss_ce: 0.2655, aux.acc_seg: 75.6007, loss: 0.8161
2022-08-04 17:18:20,473 - mmseg - INFO - Iter [19650/160000] lr: 5.263e-05, eta: 19:04:58, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5008, decode.acc_seg: 81.2297, aux.loss_ce: 0.2426, aux.acc_seg: 78.4347, loss: 0.7434
2022-08-04 17:18:42,944 - mmseg - INFO - Iter [19700/160000] lr: 5.261e-05, eta: 19:04:19, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5333, decode.acc_seg: 79.5757, aux.loss_ce: 0.2574, aux.acc_seg: 76.8455, loss: 0.7907
2022-08-04 17:19:05,485 - mmseg - INFO - Iter [19750/160000] lr: 5.259e-05, eta: 19:03:41, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5132, decode.acc_seg: 80.1499, aux.loss_ce: 0.2427, aux.acc_seg: 77.6442, loss: 0.7559
2022-08-04 17:19:28,023 - mmseg - INFO - Iter [19800/160000] lr: 5.258e-05, eta: 19:03:03, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5548, decode.acc_seg: 78.7479, aux.loss_ce: 0.2680, aux.acc_seg: 75.3519, loss: 0.8229
2022-08-04 17:19:50,460 - mmseg - INFO - Iter [19850/160000] lr: 5.256e-05, eta: 19:02:24, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5410, decode.acc_seg: 79.5954, aux.loss_ce: 0.2559, aux.acc_seg: 76.8445, loss: 0.7969
2022-08-04 17:20:12,899 - mmseg - INFO - Iter [19900/160000] lr: 5.254e-05, eta: 19:01:46, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5584, decode.acc_seg: 79.2716, aux.loss_ce: 0.2646, aux.acc_seg: 76.4381, loss: 0.8230
2022-08-04 17:20:35,197 - mmseg - INFO - Iter [19950/160000] lr: 5.252e-05, eta: 19:01:06, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5317, decode.acc_seg: 79.7342, aux.loss_ce: 0.2528, aux.acc_seg: 76.9261, loss: 0.7844
2022-08-04 17:20:57,722 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:20:57,723 - mmseg - INFO - Iter [20000/160000] lr: 5.250e-05, eta: 19:00:28, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5249, decode.acc_seg: 79.5089, aux.loss_ce: 0.2536, aux.acc_seg: 76.8405, loss: 0.7785
2022-08-04 17:21:20,251 - mmseg - INFO - Iter [20050/160000] lr: 5.248e-05, eta: 18:59:50, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5402, decode.acc_seg: 79.4601, aux.loss_ce: 0.2590, aux.acc_seg: 76.5203, loss: 0.7992
2022-08-04 17:21:42,749 - mmseg - INFO - Iter [20100/160000] lr: 5.246e-05, eta: 18:59:13, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5153, decode.acc_seg: 80.2891, aux.loss_ce: 0.2432, aux.acc_seg: 78.0638, loss: 0.7585
2022-08-04 17:22:05,047 - mmseg - INFO - Iter [20150/160000] lr: 5.244e-05, eta: 18:58:33, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5257, decode.acc_seg: 80.0282, aux.loss_ce: 0.2466, aux.acc_seg: 77.3401, loss: 0.7724
2022-08-04 17:22:27,673 - mmseg - INFO - Iter [20200/160000] lr: 5.243e-05, eta: 18:57:56, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5676, decode.acc_seg: 78.4032, aux.loss_ce: 0.2679, aux.acc_seg: 75.5073, loss: 0.8355
2022-08-04 17:22:52,568 - mmseg - INFO - Iter [20250/160000] lr: 5.241e-05, eta: 18:57:35, time: 0.498, data_time: 0.051, memory: 20600, decode.loss_ce: 0.5323, decode.acc_seg: 80.1806, aux.loss_ce: 0.2539, aux.acc_seg: 77.5412, loss: 0.7861
2022-08-04 17:23:15,153 - mmseg - INFO - Iter [20300/160000] lr: 5.239e-05, eta: 18:56:58, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5117, decode.acc_seg: 80.5040, aux.loss_ce: 0.2433, aux.acc_seg: 78.0898, loss: 0.7550
2022-08-04 17:23:37,656 - mmseg - INFO - Iter [20350/160000] lr: 5.237e-05, eta: 18:56:21, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5021, decode.acc_seg: 80.8693, aux.loss_ce: 0.2450, aux.acc_seg: 77.8667, loss: 0.7471
2022-08-04 17:24:00,317 - mmseg - INFO - Iter [20400/160000] lr: 5.235e-05, eta: 18:55:44, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5137, decode.acc_seg: 80.8407, aux.loss_ce: 0.2458, aux.acc_seg: 77.8919, loss: 0.7595
2022-08-04 17:24:23,160 - mmseg - INFO - Iter [20450/160000] lr: 5.233e-05, eta: 18:55:09, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5114, decode.acc_seg: 80.2823, aux.loss_ce: 0.2578, aux.acc_seg: 76.7009, loss: 0.7692
2022-08-04 17:24:45,570 - mmseg - INFO - Iter [20500/160000] lr: 5.231e-05, eta: 18:54:31, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4938, decode.acc_seg: 81.1732, aux.loss_ce: 0.2384, aux.acc_seg: 78.4210, loss: 0.7322
2022-08-04 17:25:08,163 - mmseg - INFO - Iter [20550/160000] lr: 5.229e-05, eta: 18:53:55, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5160, decode.acc_seg: 80.6199, aux.loss_ce: 0.2505, aux.acc_seg: 77.5242, loss: 0.7665
2022-08-04 17:25:30,650 - mmseg - INFO - Iter [20600/160000] lr: 5.228e-05, eta: 18:53:17, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5356, decode.acc_seg: 79.3486, aux.loss_ce: 0.2601, aux.acc_seg: 76.4814, loss: 0.7957
2022-08-04 17:25:53,218 - mmseg - INFO - Iter [20650/160000] lr: 5.226e-05, eta: 18:52:41, time: 0.451, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4970, decode.acc_seg: 80.7212, aux.loss_ce: 0.2413, aux.acc_seg: 77.8110, loss: 0.7383
2022-08-04 17:26:15,691 - mmseg - INFO - Iter [20700/160000] lr: 5.224e-05, eta: 18:52:03, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5225, decode.acc_seg: 80.2078, aux.loss_ce: 0.2550, aux.acc_seg: 77.0273, loss: 0.7775
2022-08-04 17:26:38,199 - mmseg - INFO - Iter [20750/160000] lr: 5.222e-05, eta: 18:51:26, time: 0.451, data_time: 0.007, memory: 20600, decode.loss_ce: 0.5199, decode.acc_seg: 80.2024, aux.loss_ce: 0.2551, aux.acc_seg: 76.7588, loss: 0.7750
2022-08-04 17:27:01,023 - mmseg - INFO - Iter [20800/160000] lr: 5.220e-05, eta: 18:50:52, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5221, decode.acc_seg: 80.0906, aux.loss_ce: 0.2584, aux.acc_seg: 76.3767, loss: 0.7806
2022-08-04 17:27:23,685 - mmseg - INFO - Iter [20850/160000] lr: 5.218e-05, eta: 18:50:16, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5130, decode.acc_seg: 80.3943, aux.loss_ce: 0.2486, aux.acc_seg: 77.1879, loss: 0.7616
2022-08-04 17:27:46,221 - mmseg - INFO - Iter [20900/160000] lr: 5.216e-05, eta: 18:49:39, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5172, decode.acc_seg: 80.2990, aux.loss_ce: 0.2461, aux.acc_seg: 77.4718, loss: 0.7633
2022-08-04 17:28:08,779 - mmseg - INFO - Iter [20950/160000] lr: 5.214e-05, eta: 18:49:03, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5146, decode.acc_seg: 80.5197, aux.loss_ce: 0.2480, aux.acc_seg: 77.5791, loss: 0.7626
2022-08-04 17:28:31,157 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:28:31,157 - mmseg - INFO - Iter [21000/160000] lr: 5.213e-05, eta: 18:48:26, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5296, decode.acc_seg: 79.8797, aux.loss_ce: 0.2587, aux.acc_seg: 76.6392, loss: 0.7883
2022-08-04 17:28:53,540 - mmseg - INFO - Iter [21050/160000] lr: 5.211e-05, eta: 18:47:48, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5143, decode.acc_seg: 80.6971, aux.loss_ce: 0.2467, aux.acc_seg: 77.8407, loss: 0.7610
2022-08-04 17:29:15,806 - mmseg - INFO - Iter [21100/160000] lr: 5.209e-05, eta: 18:47:10, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4907, decode.acc_seg: 80.7313, aux.loss_ce: 0.2320, aux.acc_seg: 78.1343, loss: 0.7227
2022-08-04 17:29:38,142 - mmseg - INFO - Iter [21150/160000] lr: 5.207e-05, eta: 18:46:33, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5156, decode.acc_seg: 80.5748, aux.loss_ce: 0.2491, aux.acc_seg: 77.3977, loss: 0.7647
2022-08-04 17:30:00,314 - mmseg - INFO - Iter [21200/160000] lr: 5.205e-05, eta: 18:45:54, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5586, decode.acc_seg: 78.8134, aux.loss_ce: 0.2658, aux.acc_seg: 76.2110, loss: 0.8244
2022-08-04 17:30:22,730 - mmseg - INFO - Iter [21250/160000] lr: 5.203e-05, eta: 18:45:17, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5153, decode.acc_seg: 80.0639, aux.loss_ce: 0.2467, aux.acc_seg: 77.4401, loss: 0.7621
2022-08-04 17:30:45,239 - mmseg - INFO - Iter [21300/160000] lr: 5.201e-05, eta: 18:44:41, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5007, decode.acc_seg: 80.6922, aux.loss_ce: 0.2456, aux.acc_seg: 77.3500, loss: 0.7464
2022-08-04 17:31:07,581 - mmseg - INFO - Iter [21350/160000] lr: 5.199e-05, eta: 18:44:04, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5080, decode.acc_seg: 79.6245, aux.loss_ce: 0.2461, aux.acc_seg: 77.2321, loss: 0.7541
2022-08-04 17:31:30,372 - mmseg - INFO - Iter [21400/160000] lr: 5.198e-05, eta: 18:43:29, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5231, decode.acc_seg: 80.0182, aux.loss_ce: 0.2533, aux.acc_seg: 76.6948, loss: 0.7765
2022-08-04 17:31:53,586 - mmseg - INFO - Iter [21450/160000] lr: 5.196e-05, eta: 18:42:58, time: 0.464, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5348, decode.acc_seg: 79.5958, aux.loss_ce: 0.2553, aux.acc_seg: 76.8102, loss: 0.7901
2022-08-04 17:32:18,248 - mmseg - INFO - Iter [21500/160000] lr: 5.194e-05, eta: 18:42:36, time: 0.493, data_time: 0.049, memory: 20600, decode.loss_ce: 0.4962, decode.acc_seg: 80.8249, aux.loss_ce: 0.2394, aux.acc_seg: 78.0405, loss: 0.7356
2022-08-04 17:32:40,666 - mmseg - INFO - Iter [21550/160000] lr: 5.192e-05, eta: 18:41:59, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5196, decode.acc_seg: 80.1310, aux.loss_ce: 0.2498, aux.acc_seg: 77.1844, loss: 0.7694
2022-08-04 17:33:02,887 - mmseg - INFO - Iter [21600/160000] lr: 5.190e-05, eta: 18:41:22, time: 0.444, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5065, decode.acc_seg: 80.4316, aux.loss_ce: 0.2432, aux.acc_seg: 77.5312, loss: 0.7497
2022-08-04 17:33:25,307 - mmseg - INFO - Iter [21650/160000] lr: 5.188e-05, eta: 18:40:45, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5036, decode.acc_seg: 80.9363, aux.loss_ce: 0.2429, aux.acc_seg: 78.2684, loss: 0.7465
2022-08-04 17:33:47,987 - mmseg - INFO - Iter [21700/160000] lr: 5.186e-05, eta: 18:40:11, time: 0.453, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4947, decode.acc_seg: 80.8982, aux.loss_ce: 0.2385, aux.acc_seg: 78.2214, loss: 0.7332
2022-08-04 17:34:10,386 - mmseg - INFO - Iter [21750/160000] lr: 5.184e-05, eta: 18:39:34, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5030, decode.acc_seg: 81.0821, aux.loss_ce: 0.2492, aux.acc_seg: 77.8295, loss: 0.7523
2022-08-04 17:34:34,089 - mmseg - INFO - Iter [21800/160000] lr: 5.183e-05, eta: 18:39:06, time: 0.474, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4971, decode.acc_seg: 81.1307, aux.loss_ce: 0.2392, aux.acc_seg: 78.0720, loss: 0.7363
2022-08-04 17:34:56,702 - mmseg - INFO - Iter [21850/160000] lr: 5.181e-05, eta: 18:38:31, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5015, decode.acc_seg: 80.6693, aux.loss_ce: 0.2441, aux.acc_seg: 77.5322, loss: 0.7457
2022-08-04 17:35:19,186 - mmseg - INFO - Iter [21900/160000] lr: 5.179e-05, eta: 18:37:56, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4975, decode.acc_seg: 81.1554, aux.loss_ce: 0.2452, aux.acc_seg: 77.9635, loss: 0.7427
2022-08-04 17:35:41,604 - mmseg - INFO - Iter [21950/160000] lr: 5.177e-05, eta: 18:37:20, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4859, decode.acc_seg: 81.0087, aux.loss_ce: 0.2358, aux.acc_seg: 77.8742, loss: 0.7217
2022-08-04 17:36:04,125 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:36:04,125 - mmseg - INFO - Iter [22000/160000] lr: 5.175e-05, eta: 18:36:44, time: 0.450, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5221, decode.acc_seg: 80.4394, aux.loss_ce: 0.2479, aux.acc_seg: 77.8951, loss: 0.7700
2022-08-04 17:36:26,849 - mmseg - INFO - Iter [22050/160000] lr: 5.173e-05, eta: 18:36:10, time: 0.455, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5162, decode.acc_seg: 80.4858, aux.loss_ce: 0.2496, aux.acc_seg: 77.3541, loss: 0.7659
2022-08-04 17:36:49,084 - mmseg - INFO - Iter [22100/160000] lr: 5.171e-05, eta: 18:35:33, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4971, decode.acc_seg: 80.5900, aux.loss_ce: 0.2416, aux.acc_seg: 77.9765, loss: 0.7387
2022-08-04 17:37:11,747 - mmseg - INFO - Iter [22150/160000] lr: 5.169e-05, eta: 18:34:59, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4728, decode.acc_seg: 81.5792, aux.loss_ce: 0.2327, aux.acc_seg: 78.2261, loss: 0.7055
2022-08-04 17:37:33,970 - mmseg - INFO - Iter [22200/160000] lr: 5.168e-05, eta: 18:34:22, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4871, decode.acc_seg: 81.0733, aux.loss_ce: 0.2391, aux.acc_seg: 78.2044, loss: 0.7262
2022-08-04 17:37:56,404 - mmseg - INFO - Iter [22250/160000] lr: 5.166e-05, eta: 18:33:46, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4651, decode.acc_seg: 81.6833, aux.loss_ce: 0.2266, aux.acc_seg: 78.8832, loss: 0.6917
2022-08-04 17:38:18,773 - mmseg - INFO - Iter [22300/160000] lr: 5.164e-05, eta: 18:33:11, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5254, decode.acc_seg: 80.0355, aux.loss_ce: 0.2520, aux.acc_seg: 77.1224, loss: 0.7774
2022-08-04 17:38:41,214 - mmseg - INFO - Iter [22350/160000] lr: 5.162e-05, eta: 18:32:35, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.5267, decode.acc_seg: 80.1728, aux.loss_ce: 0.2591, aux.acc_seg: 76.5736, loss: 0.7858
2022-08-04 17:39:03,602 - mmseg - INFO - Iter [22400/160000] lr: 5.160e-05, eta: 18:32:00, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5002, decode.acc_seg: 80.3912, aux.loss_ce: 0.2465, aux.acc_seg: 77.5416, loss: 0.7467
2022-08-04 17:39:25,980 - mmseg - INFO - Iter [22450/160000] lr: 5.158e-05, eta: 18:31:24, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5205, decode.acc_seg: 79.8517, aux.loss_ce: 0.2472, aux.acc_seg: 76.8504, loss: 0.7677
2022-08-04 17:39:48,355 - mmseg - INFO - Iter [22500/160000] lr: 5.156e-05, eta: 18:30:48, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4712, decode.acc_seg: 82.1757, aux.loss_ce: 0.2274, aux.acc_seg: 79.1755, loss: 0.6987
2022-08-04 17:40:10,819 - mmseg - INFO - Iter [22550/160000] lr: 5.154e-05, eta: 18:30:13, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4928, decode.acc_seg: 80.6654, aux.loss_ce: 0.2392, aux.acc_seg: 77.6139, loss: 0.7320
2022-08-04 17:40:33,236 - mmseg - INFO - Iter [22600/160000] lr: 5.153e-05, eta: 18:29:38, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4948, decode.acc_seg: 80.8294, aux.loss_ce: 0.2380, aux.acc_seg: 78.3622, loss: 0.7328
2022-08-04 17:40:56,307 - mmseg - INFO - Iter [22650/160000] lr: 5.151e-05, eta: 18:29:07, time: 0.461, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4890, decode.acc_seg: 80.9960, aux.loss_ce: 0.2342, aux.acc_seg: 78.3680, loss: 0.7232
2022-08-04 17:41:18,746 - mmseg - INFO - Iter [22700/160000] lr: 5.149e-05, eta: 18:28:32, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4987, decode.acc_seg: 80.9566, aux.loss_ce: 0.2384, aux.acc_seg: 78.2269, loss: 0.7371
2022-08-04 17:41:43,428 - mmseg - INFO - Iter [22750/160000] lr: 5.147e-05, eta: 18:28:10, time: 0.494, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4989, decode.acc_seg: 81.2210, aux.loss_ce: 0.2357, aux.acc_seg: 79.1364, loss: 0.7346
2022-08-04 17:42:05,673 - mmseg - INFO - Iter [22800/160000] lr: 5.145e-05, eta: 18:27:34, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4632, decode.acc_seg: 81.9108, aux.loss_ce: 0.2338, aux.acc_seg: 78.4221, loss: 0.6970
2022-08-04 17:42:28,200 - mmseg - INFO - Iter [22850/160000] lr: 5.143e-05, eta: 18:27:00, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4953, decode.acc_seg: 80.4276, aux.loss_ce: 0.2420, aux.acc_seg: 77.4494, loss: 0.7373
2022-08-04 17:42:50,443 - mmseg - INFO - Iter [22900/160000] lr: 5.141e-05, eta: 18:26:24, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4680, decode.acc_seg: 81.7155, aux.loss_ce: 0.2317, aux.acc_seg: 78.1811, loss: 0.6997
2022-08-04 17:43:12,761 - mmseg - INFO - Iter [22950/160000] lr: 5.139e-05, eta: 18:25:48, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5079, decode.acc_seg: 80.7890, aux.loss_ce: 0.2463, aux.acc_seg: 77.9550, loss: 0.7542
2022-08-04 17:43:35,112 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:43:35,112 - mmseg - INFO - Iter [23000/160000] lr: 5.138e-05, eta: 18:25:13, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4861, decode.acc_seg: 81.0144, aux.loss_ce: 0.2400, aux.acc_seg: 77.5188, loss: 0.7262
2022-08-04 17:43:57,545 - mmseg - INFO - Iter [23050/160000] lr: 5.136e-05, eta: 18:24:38, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5167, decode.acc_seg: 80.5407, aux.loss_ce: 0.2484, aux.acc_seg: 77.9233, loss: 0.7651
2022-08-04 17:44:19,964 - mmseg - INFO - Iter [23100/160000] lr: 5.134e-05, eta: 18:24:03, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5275, decode.acc_seg: 79.9997, aux.loss_ce: 0.2517, aux.acc_seg: 77.2308, loss: 0.7792
2022-08-04 17:44:42,259 - mmseg - INFO - Iter [23150/160000] lr: 5.132e-05, eta: 18:23:28, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4873, decode.acc_seg: 81.7132, aux.loss_ce: 0.2391, aux.acc_seg: 78.4318, loss: 0.7264
2022-08-04 17:45:04,767 - mmseg - INFO - Iter [23200/160000] lr: 5.130e-05, eta: 18:22:54, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5062, decode.acc_seg: 80.6938, aux.loss_ce: 0.2455, aux.acc_seg: 77.6108, loss: 0.7517
2022-08-04 17:45:27,285 - mmseg - INFO - Iter [23250/160000] lr: 5.128e-05, eta: 18:22:20, time: 0.451, data_time: 0.007, memory: 20600, decode.loss_ce: 0.4540, decode.acc_seg: 82.2721, aux.loss_ce: 0.2230, aux.acc_seg: 79.1854, loss: 0.6770
2022-08-04 17:45:50,376 - mmseg - INFO - Iter [23300/160000] lr: 5.126e-05, eta: 18:21:49, time: 0.462, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4625, decode.acc_seg: 82.0317, aux.loss_ce: 0.2255, aux.acc_seg: 79.2690, loss: 0.6881
2022-08-04 17:46:12,700 - mmseg - INFO - Iter [23350/160000] lr: 5.124e-05, eta: 18:21:14, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5223, decode.acc_seg: 79.9320, aux.loss_ce: 0.2598, aux.acc_seg: 76.5895, loss: 0.7821
2022-08-04 17:46:35,488 - mmseg - INFO - Iter [23400/160000] lr: 5.123e-05, eta: 18:20:42, time: 0.456, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4645, decode.acc_seg: 81.4271, aux.loss_ce: 0.2230, aux.acc_seg: 78.9408, loss: 0.6875
2022-08-04 17:46:57,959 - mmseg - INFO - Iter [23450/160000] lr: 5.121e-05, eta: 18:20:08, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4993, decode.acc_seg: 80.5458, aux.loss_ce: 0.2411, aux.acc_seg: 77.6447, loss: 0.7404
2022-08-04 17:47:20,650 - mmseg - INFO - Iter [23500/160000] lr: 5.119e-05, eta: 18:19:35, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5208, decode.acc_seg: 81.5258, aux.loss_ce: 0.2549, aux.acc_seg: 78.5865, loss: 0.7757
2022-08-04 17:47:43,220 - mmseg - INFO - Iter [23550/160000] lr: 5.117e-05, eta: 18:19:02, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5136, decode.acc_seg: 80.0453, aux.loss_ce: 0.2459, aux.acc_seg: 77.2201, loss: 0.7595
2022-08-04 17:48:05,926 - mmseg - INFO - Iter [23600/160000] lr: 5.115e-05, eta: 18:18:29, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5043, decode.acc_seg: 80.3689, aux.loss_ce: 0.2469, aux.acc_seg: 77.6307, loss: 0.7512
2022-08-04 17:48:28,540 - mmseg - INFO - Iter [23650/160000] lr: 5.113e-05, eta: 18:17:56, time: 0.453, data_time: 0.007, memory: 20600, decode.loss_ce: 0.5078, decode.acc_seg: 80.9833, aux.loss_ce: 0.2492, aux.acc_seg: 77.7698, loss: 0.7569
2022-08-04 17:48:50,747 - mmseg - INFO - Iter [23700/160000] lr: 5.111e-05, eta: 18:17:21, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5037, decode.acc_seg: 80.4819, aux.loss_ce: 0.2492, aux.acc_seg: 77.0446, loss: 0.7529
2022-08-04 17:49:13,016 - mmseg - INFO - Iter [23750/160000] lr: 5.109e-05, eta: 18:16:46, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5026, decode.acc_seg: 80.2234, aux.loss_ce: 0.2403, aux.acc_seg: 77.6661, loss: 0.7430
2022-08-04 17:49:35,734 - mmseg - INFO - Iter [23800/160000] lr: 5.108e-05, eta: 18:16:13, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5176, decode.acc_seg: 80.2090, aux.loss_ce: 0.2516, aux.acc_seg: 76.9758, loss: 0.7692
2022-08-04 17:49:58,112 - mmseg - INFO - Iter [23850/160000] lr: 5.106e-05, eta: 18:15:39, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5039, decode.acc_seg: 80.4201, aux.loss_ce: 0.2422, aux.acc_seg: 77.7771, loss: 0.7461
2022-08-04 17:50:21,067 - mmseg - INFO - Iter [23900/160000] lr: 5.104e-05, eta: 18:15:08, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4890, decode.acc_seg: 81.0931, aux.loss_ce: 0.2376, aux.acc_seg: 78.4171, loss: 0.7266
2022-08-04 17:50:43,449 - mmseg - INFO - Iter [23950/160000] lr: 5.102e-05, eta: 18:14:34, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5054, decode.acc_seg: 80.6638, aux.loss_ce: 0.2468, aux.acc_seg: 77.3907, loss: 0.7522
2022-08-04 17:51:08,286 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:51:08,287 - mmseg - INFO - Iter [24000/160000] lr: 5.100e-05, eta: 18:14:14, time: 0.497, data_time: 0.055, memory: 20600, decode.loss_ce: 0.5004, decode.acc_seg: 80.8749, aux.loss_ce: 0.2403, aux.acc_seg: 78.1031, loss: 0.7407
2022-08-04 17:51:30,524 - mmseg - INFO - Iter [24050/160000] lr: 5.098e-05, eta: 18:13:39, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4968, decode.acc_seg: 80.9633, aux.loss_ce: 0.2435, aux.acc_seg: 78.0747, loss: 0.7403
2022-08-04 17:51:52,705 - mmseg - INFO - Iter [24100/160000] lr: 5.096e-05, eta: 18:13:04, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4974, decode.acc_seg: 80.7191, aux.loss_ce: 0.2449, aux.acc_seg: 77.7723, loss: 0.7423
2022-08-04 17:52:15,644 - mmseg - INFO - Iter [24150/160000] lr: 5.094e-05, eta: 18:12:33, time: 0.458, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4987, decode.acc_seg: 80.4972, aux.loss_ce: 0.2468, aux.acc_seg: 77.7022, loss: 0.7455
2022-08-04 17:52:38,040 - mmseg - INFO - Iter [24200/160000] lr: 5.093e-05, eta: 18:11:59, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4435, decode.acc_seg: 83.0568, aux.loss_ce: 0.2175, aux.acc_seg: 79.8029, loss: 0.6610
2022-08-04 17:53:00,417 - mmseg - INFO - Iter [24250/160000] lr: 5.091e-05, eta: 18:11:25, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4618, decode.acc_seg: 81.8702, aux.loss_ce: 0.2339, aux.acc_seg: 78.3890, loss: 0.6956
2022-08-04 17:53:22,898 - mmseg - INFO - Iter [24300/160000] lr: 5.089e-05, eta: 18:10:52, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4887, decode.acc_seg: 81.2854, aux.loss_ce: 0.2425, aux.acc_seg: 78.1468, loss: 0.7312
2022-08-04 17:53:45,247 - mmseg - INFO - Iter [24350/160000] lr: 5.087e-05, eta: 18:10:18, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4921, decode.acc_seg: 81.4214, aux.loss_ce: 0.2421, aux.acc_seg: 78.0740, loss: 0.7342
2022-08-04 17:54:07,405 - mmseg - INFO - Iter [24400/160000] lr: 5.085e-05, eta: 18:09:43, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4955, decode.acc_seg: 80.5461, aux.loss_ce: 0.2448, aux.acc_seg: 77.2231, loss: 0.7403
2022-08-04 17:54:30,074 - mmseg - INFO - Iter [24450/160000] lr: 5.083e-05, eta: 18:09:11, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4968, decode.acc_seg: 80.6742, aux.loss_ce: 0.2405, aux.acc_seg: 77.6806, loss: 0.7373
2022-08-04 17:54:53,029 - mmseg - INFO - Iter [24500/160000] lr: 5.081e-05, eta: 18:08:41, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5012, decode.acc_seg: 80.4301, aux.loss_ce: 0.2456, aux.acc_seg: 77.4168, loss: 0.7469
2022-08-04 17:55:15,356 - mmseg - INFO - Iter [24550/160000] lr: 5.079e-05, eta: 18:08:07, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4820, decode.acc_seg: 81.7368, aux.loss_ce: 0.2394, aux.acc_seg: 78.5538, loss: 0.7214
2022-08-04 17:55:37,887 - mmseg - INFO - Iter [24600/160000] lr: 5.078e-05, eta: 18:07:34, time: 0.450, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4843, decode.acc_seg: 81.5368, aux.loss_ce: 0.2351, aux.acc_seg: 78.3396, loss: 0.7195
2022-08-04 17:56:00,184 - mmseg - INFO - Iter [24650/160000] lr: 5.076e-05, eta: 18:07:00, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5177, decode.acc_seg: 80.4306, aux.loss_ce: 0.2488, aux.acc_seg: 77.5591, loss: 0.7666
2022-08-04 17:56:22,564 - mmseg - INFO - Iter [24700/160000] lr: 5.074e-05, eta: 18:06:26, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4975, decode.acc_seg: 81.5538, aux.loss_ce: 0.2367, aux.acc_seg: 79.2166, loss: 0.7342
2022-08-04 17:56:45,145 - mmseg - INFO - Iter [24750/160000] lr: 5.072e-05, eta: 18:05:54, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5074, decode.acc_seg: 80.9462, aux.loss_ce: 0.2404, aux.acc_seg: 78.1250, loss: 0.7479
2022-08-04 17:57:07,771 - mmseg - INFO - Iter [24800/160000] lr: 5.070e-05, eta: 18:05:22, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4750, decode.acc_seg: 81.8852, aux.loss_ce: 0.2270, aux.acc_seg: 79.1768, loss: 0.7020
2022-08-04 17:57:30,090 - mmseg - INFO - Iter [24850/160000] lr: 5.068e-05, eta: 18:04:48, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5200, decode.acc_seg: 80.4567, aux.loss_ce: 0.2544, aux.acc_seg: 77.0183, loss: 0.7744
2022-08-04 17:57:52,398 - mmseg - INFO - Iter [24900/160000] lr: 5.066e-05, eta: 18:04:15, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4816, decode.acc_seg: 81.1447, aux.loss_ce: 0.2315, aux.acc_seg: 78.4711, loss: 0.7132
2022-08-04 17:58:14,929 - mmseg - INFO - Iter [24950/160000] lr: 5.064e-05, eta: 18:03:42, time: 0.451, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4898, decode.acc_seg: 81.5844, aux.loss_ce: 0.2383, aux.acc_seg: 78.9772, loss: 0.7282
2022-08-04 17:58:37,362 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 17:58:37,363 - mmseg - INFO - Iter [25000/160000] lr: 5.063e-05, eta: 18:03:09, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4824, decode.acc_seg: 81.3016, aux.loss_ce: 0.2298, aux.acc_seg: 78.9518, loss: 0.7122
2022-08-04 17:58:59,682 - mmseg - INFO - Iter [25050/160000] lr: 5.061e-05, eta: 18:02:36, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4918, decode.acc_seg: 80.9615, aux.loss_ce: 0.2393, aux.acc_seg: 78.1569, loss: 0.7312
2022-08-04 17:59:22,425 - mmseg - INFO - Iter [25100/160000] lr: 5.059e-05, eta: 18:02:05, time: 0.455, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4692, decode.acc_seg: 81.8040, aux.loss_ce: 0.2239, aux.acc_seg: 79.1168, loss: 0.6931
2022-08-04 17:59:45,310 - mmseg - INFO - Iter [25150/160000] lr: 5.057e-05, eta: 18:01:34, time: 0.457, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4825, decode.acc_seg: 81.4320, aux.loss_ce: 0.2371, aux.acc_seg: 78.5305, loss: 0.7196
2022-08-04 18:00:07,689 - mmseg - INFO - Iter [25200/160000] lr: 5.055e-05, eta: 18:01:01, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4799, decode.acc_seg: 81.3979, aux.loss_ce: 0.2341, aux.acc_seg: 78.7149, loss: 0.7140
2022-08-04 18:00:30,292 - mmseg - INFO - Iter [25250/160000] lr: 5.053e-05, eta: 18:00:29, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4802, decode.acc_seg: 82.0498, aux.loss_ce: 0.2334, aux.acc_seg: 78.9699, loss: 0.7137
2022-08-04 18:00:55,001 - mmseg - INFO - Iter [25300/160000] lr: 5.051e-05, eta: 18:00:09, time: 0.494, data_time: 0.052, memory: 20600, decode.loss_ce: 0.4596, decode.acc_seg: 82.0745, aux.loss_ce: 0.2247, aux.acc_seg: 79.1027, loss: 0.6843
2022-08-04 18:01:17,678 - mmseg - INFO - Iter [25350/160000] lr: 5.049e-05, eta: 17:59:37, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4631, decode.acc_seg: 81.8865, aux.loss_ce: 0.2224, aux.acc_seg: 79.3059, loss: 0.6855
2022-08-04 18:01:39,988 - mmseg - INFO - Iter [25400/160000] lr: 5.048e-05, eta: 17:59:04, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4550, decode.acc_seg: 81.9790, aux.loss_ce: 0.2280, aux.acc_seg: 78.4337, loss: 0.6831
2022-08-04 18:02:02,447 - mmseg - INFO - Iter [25450/160000] lr: 5.046e-05, eta: 17:58:32, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4316, decode.acc_seg: 83.2980, aux.loss_ce: 0.2193, aux.acc_seg: 79.7321, loss: 0.6509
2022-08-04 18:02:24,667 - mmseg - INFO - Iter [25500/160000] lr: 5.044e-05, eta: 17:57:58, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4413, decode.acc_seg: 83.0239, aux.loss_ce: 0.2198, aux.acc_seg: 80.1630, loss: 0.6611
2022-08-04 18:02:47,363 - mmseg - INFO - Iter [25550/160000] lr: 5.042e-05, eta: 17:57:27, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4624, decode.acc_seg: 82.5270, aux.loss_ce: 0.2336, aux.acc_seg: 78.9606, loss: 0.6960
2022-08-04 18:03:10,051 - mmseg - INFO - Iter [25600/160000] lr: 5.040e-05, eta: 17:56:56, time: 0.454, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4804, decode.acc_seg: 81.3975, aux.loss_ce: 0.2385, aux.acc_seg: 78.2190, loss: 0.7189
2022-08-04 18:03:32,439 - mmseg - INFO - Iter [25650/160000] lr: 5.038e-05, eta: 17:56:23, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4912, decode.acc_seg: 81.4179, aux.loss_ce: 0.2403, aux.acc_seg: 78.1683, loss: 0.7315
2022-08-04 18:03:54,872 - mmseg - INFO - Iter [25700/160000] lr: 5.036e-05, eta: 17:55:50, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4552, decode.acc_seg: 82.2280, aux.loss_ce: 0.2247, aux.acc_seg: 79.4718, loss: 0.6798
2022-08-04 18:04:17,831 - mmseg - INFO - Iter [25750/160000] lr: 5.034e-05, eta: 17:55:21, time: 0.459, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4767, decode.acc_seg: 81.5473, aux.loss_ce: 0.2357, aux.acc_seg: 78.5139, loss: 0.7125
2022-08-04 18:04:40,117 - mmseg - INFO - Iter [25800/160000] lr: 5.033e-05, eta: 17:54:48, time: 0.446, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4555, decode.acc_seg: 82.4140, aux.loss_ce: 0.2231, aux.acc_seg: 79.6678, loss: 0.6785
2022-08-04 18:05:02,435 - mmseg - INFO - Iter [25850/160000] lr: 5.031e-05, eta: 17:54:15, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4809, decode.acc_seg: 81.1537, aux.loss_ce: 0.2334, aux.acc_seg: 78.2859, loss: 0.7143
2022-08-04 18:05:24,694 - mmseg - INFO - Iter [25900/160000] lr: 5.029e-05, eta: 17:53:42, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.5029, decode.acc_seg: 80.8576, aux.loss_ce: 0.2467, aux.acc_seg: 77.6977, loss: 0.7496
2022-08-04 18:05:46,829 - mmseg - INFO - Iter [25950/160000] lr: 5.027e-05, eta: 17:53:08, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4981, decode.acc_seg: 81.3948, aux.loss_ce: 0.2365, aux.acc_seg: 78.5249, loss: 0.7345
2022-08-04 18:06:09,420 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 18:06:09,420 - mmseg - INFO - Iter [26000/160000] lr: 5.025e-05, eta: 17:52:37, time: 0.452, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4842, decode.acc_seg: 81.0295, aux.loss_ce: 0.2413, aux.acc_seg: 77.4937, loss: 0.7255
2022-08-04 18:06:31,897 - mmseg - INFO - Iter [26050/160000] lr: 5.023e-05, eta: 17:52:05, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4579, decode.acc_seg: 82.6800, aux.loss_ce: 0.2267, aux.acc_seg: 79.5280, loss: 0.6845
2022-08-04 18:06:54,351 - mmseg - INFO - Iter [26100/160000] lr: 5.021e-05, eta: 17:51:33, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4678, decode.acc_seg: 81.7217, aux.loss_ce: 0.2330, aux.acc_seg: 78.6474, loss: 0.7008
2022-08-04 18:07:16,829 - mmseg - INFO - Iter [26150/160000] lr: 5.019e-05, eta: 17:51:01, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4749, decode.acc_seg: 81.3387, aux.loss_ce: 0.2361, aux.acc_seg: 78.2467, loss: 0.7110
2022-08-04 18:07:39,139 - mmseg - INFO - Iter [26200/160000] lr: 5.018e-05, eta: 17:50:28, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4890, decode.acc_seg: 80.8708, aux.loss_ce: 0.2380, aux.acc_seg: 77.8317, loss: 0.7270
2022-08-04 18:08:01,436 - mmseg - INFO - Iter [26250/160000] lr: 5.016e-05, eta: 17:49:55, time: 0.446, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4972, decode.acc_seg: 81.1069, aux.loss_ce: 0.2378, aux.acc_seg: 78.6136, loss: 0.7350
2022-08-04 18:08:24,100 - mmseg - INFO - Iter [26300/160000] lr: 5.014e-05, eta: 17:49:25, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4958, decode.acc_seg: 81.0865, aux.loss_ce: 0.2404, aux.acc_seg: 78.2780, loss: 0.7362
2022-08-04 18:08:47,153 - mmseg - INFO - Iter [26350/160000] lr: 5.012e-05, eta: 17:48:56, time: 0.461, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4835, decode.acc_seg: 80.7925, aux.loss_ce: 0.2406, aux.acc_seg: 77.7133, loss: 0.7241
2022-08-04 18:09:09,487 - mmseg - INFO - Iter [26400/160000] lr: 5.010e-05, eta: 17:48:23, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4508, decode.acc_seg: 82.4499, aux.loss_ce: 0.2246, aux.acc_seg: 78.9828, loss: 0.6754
2022-08-04 18:09:31,676 - mmseg - INFO - Iter [26450/160000] lr: 5.008e-05, eta: 17:47:50, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4721, decode.acc_seg: 82.0049, aux.loss_ce: 0.2259, aux.acc_seg: 79.1441, loss: 0.6981
2022-08-04 18:09:53,980 - mmseg - INFO - Iter [26500/160000] lr: 5.006e-05, eta: 17:47:18, time: 0.446, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4712, decode.acc_seg: 81.0769, aux.loss_ce: 0.2319, aux.acc_seg: 77.7733, loss: 0.7031
2022-08-04 18:10:18,525 - mmseg - INFO - Iter [26550/160000] lr: 5.004e-05, eta: 17:46:57, time: 0.491, data_time: 0.053, memory: 20600, decode.loss_ce: 0.4719, decode.acc_seg: 81.6661, aux.loss_ce: 0.2295, aux.acc_seg: 78.9215, loss: 0.7013
2022-08-04 18:10:40,951 - mmseg - INFO - Iter [26600/160000] lr: 5.003e-05, eta: 17:46:25, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4516, decode.acc_seg: 82.2202, aux.loss_ce: 0.2237, aux.acc_seg: 79.1768, loss: 0.6753
2022-08-04 18:11:03,363 - mmseg - INFO - Iter [26650/160000] lr: 5.001e-05, eta: 17:45:53, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4480, decode.acc_seg: 82.5713, aux.loss_ce: 0.2205, aux.acc_seg: 79.3537, loss: 0.6686
2022-08-04 18:11:25,607 - mmseg - INFO - Iter [26700/160000] lr: 4.999e-05, eta: 17:45:20, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4518, decode.acc_seg: 82.0489, aux.loss_ce: 0.2243, aux.acc_seg: 78.9989, loss: 0.6761
2022-08-04 18:11:47,845 - mmseg - INFO - Iter [26750/160000] lr: 4.997e-05, eta: 17:44:48, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4399, decode.acc_seg: 82.6924, aux.loss_ce: 0.2204, aux.acc_seg: 79.3563, loss: 0.6603
2022-08-04 18:12:10,087 - mmseg - INFO - Iter [26800/160000] lr: 4.995e-05, eta: 17:44:15, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4440, decode.acc_seg: 83.3526, aux.loss_ce: 0.2216, aux.acc_seg: 80.1948, loss: 0.6655
2022-08-04 18:12:32,461 - mmseg - INFO - Iter [26850/160000] lr: 4.993e-05, eta: 17:43:43, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4478, decode.acc_seg: 82.7353, aux.loss_ce: 0.2293, aux.acc_seg: 79.1416, loss: 0.6771
2022-08-04 18:12:54,722 - mmseg - INFO - Iter [26900/160000] lr: 4.991e-05, eta: 17:43:11, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4612, decode.acc_seg: 82.1122, aux.loss_ce: 0.2275, aux.acc_seg: 78.9631, loss: 0.6887
2022-08-04 18:13:17,783 - mmseg - INFO - Iter [26950/160000] lr: 4.989e-05, eta: 17:42:43, time: 0.461, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4672, decode.acc_seg: 81.8034, aux.loss_ce: 0.2283, aux.acc_seg: 78.9398, loss: 0.6956
2022-08-04 18:13:39,978 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 18:13:39,979 - mmseg - INFO - Iter [27000/160000] lr: 4.988e-05, eta: 17:42:10, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4732, decode.acc_seg: 81.9577, aux.loss_ce: 0.2347, aux.acc_seg: 79.0168, loss: 0.7079
2022-08-04 18:14:02,417 - mmseg - INFO - Iter [27050/160000] lr: 4.986e-05, eta: 17:41:38, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4764, decode.acc_seg: 81.8000, aux.loss_ce: 0.2358, aux.acc_seg: 78.7483, loss: 0.7122
2022-08-04 18:14:24,823 - mmseg - INFO - Iter [27100/160000] lr: 4.984e-05, eta: 17:41:07, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4669, decode.acc_seg: 82.1422, aux.loss_ce: 0.2341, aux.acc_seg: 78.7597, loss: 0.7010
2022-08-04 18:14:46,936 - mmseg - INFO - Iter [27150/160000] lr: 4.982e-05, eta: 17:40:34, time: 0.442, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4783, decode.acc_seg: 81.8530, aux.loss_ce: 0.2406, aux.acc_seg: 78.4368, loss: 0.7189
2022-08-04 18:15:09,659 - mmseg - INFO - Iter [27200/160000] lr: 4.980e-05, eta: 17:40:04, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4726, decode.acc_seg: 81.5518, aux.loss_ce: 0.2281, aux.acc_seg: 78.7786, loss: 0.7008
2022-08-04 18:15:32,132 - mmseg - INFO - Iter [27250/160000] lr: 4.978e-05, eta: 17:39:33, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4470, decode.acc_seg: 82.8120, aux.loss_ce: 0.2217, aux.acc_seg: 79.7680, loss: 0.6687
2022-08-04 18:15:54,445 - mmseg - INFO - Iter [27300/160000] lr: 4.976e-05, eta: 17:39:01, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4399, decode.acc_seg: 82.6343, aux.loss_ce: 0.2228, aux.acc_seg: 79.2509, loss: 0.6627
2022-08-04 18:16:16,849 - mmseg - INFO - Iter [27350/160000] lr: 4.974e-05, eta: 17:38:30, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4529, decode.acc_seg: 82.3709, aux.loss_ce: 0.2203, aux.acc_seg: 79.3807, loss: 0.6731
2022-08-04 18:16:39,203 - mmseg - INFO - Iter [27400/160000] lr: 4.973e-05, eta: 17:37:58, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4863, decode.acc_seg: 81.6998, aux.loss_ce: 0.2357, aux.acc_seg: 78.9523, loss: 0.7220
2022-08-04 18:17:01,661 - mmseg - INFO - Iter [27450/160000] lr: 4.971e-05, eta: 17:37:27, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4892, decode.acc_seg: 80.7339, aux.loss_ce: 0.2363, aux.acc_seg: 78.0489, loss: 0.7254
2022-08-04 18:17:24,023 - mmseg - INFO - Iter [27500/160000] lr: 4.969e-05, eta: 17:36:55, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4793, decode.acc_seg: 81.1731, aux.loss_ce: 0.2343, aux.acc_seg: 78.1501, loss: 0.7136
2022-08-04 18:17:46,689 - mmseg - INFO - Iter [27550/160000] lr: 4.967e-05, eta: 17:36:25, time: 0.453, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4512, decode.acc_seg: 82.5187, aux.loss_ce: 0.2230, aux.acc_seg: 79.2717, loss: 0.6742
2022-08-04 18:18:09,495 - mmseg - INFO - Iter [27600/160000] lr: 4.965e-05, eta: 17:35:56, time: 0.456, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4667, decode.acc_seg: 81.5082, aux.loss_ce: 0.2323, aux.acc_seg: 78.4544, loss: 0.6990
2022-08-04 18:18:32,126 - mmseg - INFO - Iter [27650/160000] lr: 4.963e-05, eta: 17:35:26, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4664, decode.acc_seg: 81.7597, aux.loss_ce: 0.2264, aux.acc_seg: 79.1672, loss: 0.6928
2022-08-04 18:18:54,549 - mmseg - INFO - Iter [27700/160000] lr: 4.961e-05, eta: 17:34:55, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4876, decode.acc_seg: 80.9957, aux.loss_ce: 0.2346, aux.acc_seg: 78.0327, loss: 0.7222
2022-08-04 18:19:16,731 - mmseg - INFO - Iter [27750/160000] lr: 4.959e-05, eta: 17:34:23, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4676, decode.acc_seg: 81.9572, aux.loss_ce: 0.2264, aux.acc_seg: 79.1774, loss: 0.6940
2022-08-04 18:19:41,198 - mmseg - INFO - Iter [27800/160000] lr: 4.958e-05, eta: 17:34:01, time: 0.489, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4674, decode.acc_seg: 81.9917, aux.loss_ce: 0.2311, aux.acc_seg: 78.5972, loss: 0.6985
2022-08-04 18:20:03,556 - mmseg - INFO - Iter [27850/160000] lr: 4.956e-05, eta: 17:33:30, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4505, decode.acc_seg: 82.3260, aux.loss_ce: 0.2286, aux.acc_seg: 79.4529, loss: 0.6791
2022-08-04 18:20:25,812 - mmseg - INFO - Iter [27900/160000] lr: 4.954e-05, eta: 17:32:58, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4492, decode.acc_seg: 82.5469, aux.loss_ce: 0.2237, aux.acc_seg: 79.5828, loss: 0.6729
2022-08-04 18:20:48,291 - mmseg - INFO - Iter [27950/160000] lr: 4.952e-05, eta: 17:32:28, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4712, decode.acc_seg: 82.2498, aux.loss_ce: 0.2330, aux.acc_seg: 78.8934, loss: 0.7041
2022-08-04 18:21:10,473 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 18:21:10,473 - mmseg - INFO - Iter [28000/160000] lr: 4.950e-05, eta: 17:31:55, time: 0.444, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4523, decode.acc_seg: 81.9114, aux.loss_ce: 0.2285, aux.acc_seg: 78.4051, loss: 0.6808
2022-08-04 18:21:32,805 - mmseg - INFO - Iter [28050/160000] lr: 4.948e-05, eta: 17:31:24, time: 0.446, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4309, decode.acc_seg: 82.5358, aux.loss_ce: 0.2131, aux.acc_seg: 79.9337, loss: 0.6440
2022-08-04 18:21:55,098 - mmseg - INFO - Iter [28100/160000] lr: 4.946e-05, eta: 17:30:53, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4436, decode.acc_seg: 82.3972, aux.loss_ce: 0.2224, aux.acc_seg: 79.3241, loss: 0.6660
2022-08-04 18:22:17,243 - mmseg - INFO - Iter [28150/160000] lr: 4.944e-05, eta: 17:30:21, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4960, decode.acc_seg: 80.8689, aux.loss_ce: 0.2364, aux.acc_seg: 78.4100, loss: 0.7324
2022-08-04 18:22:40,152 - mmseg - INFO - Iter [28200/160000] lr: 4.943e-05, eta: 17:29:52, time: 0.458, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4319, decode.acc_seg: 82.7208, aux.loss_ce: 0.2160, aux.acc_seg: 79.4671, loss: 0.6479
2022-08-04 18:23:02,544 - mmseg - INFO - Iter [28250/160000] lr: 4.941e-05, eta: 17:29:21, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4477, decode.acc_seg: 82.2888, aux.loss_ce: 0.2231, aux.acc_seg: 79.4315, loss: 0.6709
2022-08-04 18:23:24,992 - mmseg - INFO - Iter [28300/160000] lr: 4.939e-05, eta: 17:28:50, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4420, decode.acc_seg: 83.1460, aux.loss_ce: 0.2161, aux.acc_seg: 80.1893, loss: 0.6581
2022-08-04 18:23:47,511 - mmseg - INFO - Iter [28350/160000] lr: 4.937e-05, eta: 17:28:20, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4599, decode.acc_seg: 81.2485, aux.loss_ce: 0.2304, aux.acc_seg: 77.8890, loss: 0.6903
2022-08-04 18:24:10,032 - mmseg - INFO - Iter [28400/160000] lr: 4.935e-05, eta: 17:27:50, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4551, decode.acc_seg: 82.8856, aux.loss_ce: 0.2226, aux.acc_seg: 79.9002, loss: 0.6776
2022-08-04 18:24:32,499 - mmseg - INFO - Iter [28450/160000] lr: 4.933e-05, eta: 17:27:20, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4655, decode.acc_seg: 81.7496, aux.loss_ce: 0.2295, aux.acc_seg: 78.3878, loss: 0.6949
2022-08-04 18:24:54,727 - mmseg - INFO - Iter [28500/160000] lr: 4.931e-05, eta: 17:26:48, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4499, decode.acc_seg: 81.8298, aux.loss_ce: 0.2273, aux.acc_seg: 78.4637, loss: 0.6772
2022-08-04 18:25:17,218 - mmseg - INFO - Iter [28550/160000] lr: 4.929e-05, eta: 17:26:18, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4482, decode.acc_seg: 82.8169, aux.loss_ce: 0.2226, aux.acc_seg: 79.6667, loss: 0.6708
2022-08-04 18:25:39,794 - mmseg - INFO - Iter [28600/160000] lr: 4.928e-05, eta: 17:25:48, time: 0.452, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4555, decode.acc_seg: 82.4315, aux.loss_ce: 0.2314, aux.acc_seg: 78.9030, loss: 0.6870
2022-08-04 18:26:02,024 - mmseg - INFO - Iter [28650/160000] lr: 4.926e-05, eta: 17:25:16, time: 0.445, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4731, decode.acc_seg: 81.6373, aux.loss_ce: 0.2284, aux.acc_seg: 78.7629, loss: 0.7015
2022-08-04 18:26:24,462 - mmseg - INFO - Iter [28700/160000] lr: 4.924e-05, eta: 17:24:46, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4941, decode.acc_seg: 80.9821, aux.loss_ce: 0.2415, aux.acc_seg: 77.8636, loss: 0.7356
2022-08-04 18:26:46,703 - mmseg - INFO - Iter [28750/160000] lr: 4.922e-05, eta: 17:24:15, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4931, decode.acc_seg: 81.0165, aux.loss_ce: 0.2364, aux.acc_seg: 78.5020, loss: 0.7295
2022-08-04 18:27:09,654 - mmseg - INFO - Iter [28800/160000] lr: 4.920e-05, eta: 17:23:47, time: 0.459, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4776, decode.acc_seg: 81.7751, aux.loss_ce: 0.2329, aux.acc_seg: 78.7081, loss: 0.7104
2022-08-04 18:27:32,139 - mmseg - INFO - Iter [28850/160000] lr: 4.918e-05, eta: 17:23:16, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4885, decode.acc_seg: 81.1306, aux.loss_ce: 0.2374, aux.acc_seg: 78.2120, loss: 0.7259
2022-08-04 18:27:54,597 - mmseg - INFO - Iter [28900/160000] lr: 4.916e-05, eta: 17:22:46, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4744, decode.acc_seg: 81.4866, aux.loss_ce: 0.2337, aux.acc_seg: 78.2722, loss: 0.7080
2022-08-04 18:28:16,899 - mmseg - INFO - Iter [28950/160000] lr: 4.914e-05, eta: 17:22:15, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4786, decode.acc_seg: 81.7231, aux.loss_ce: 0.2371, aux.acc_seg: 78.3087, loss: 0.7157
2022-08-04 18:28:39,233 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 18:28:39,233 - mmseg - INFO - Iter [29000/160000] lr: 4.913e-05, eta: 17:21:45, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4689, decode.acc_seg: 81.4896, aux.loss_ce: 0.2349, aux.acc_seg: 78.3367, loss: 0.7038
2022-08-04 18:29:04,011 - mmseg - INFO - Iter [29050/160000] lr: 4.911e-05, eta: 17:21:25, time: 0.496, data_time: 0.056, memory: 20600, decode.loss_ce: 0.4701, decode.acc_seg: 82.1117, aux.loss_ce: 0.2351, aux.acc_seg: 78.7364, loss: 0.7052
2022-08-04 18:29:26,254 - mmseg - INFO - Iter [29100/160000] lr: 4.909e-05, eta: 17:20:54, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4424, decode.acc_seg: 83.3108, aux.loss_ce: 0.2211, aux.acc_seg: 80.0708, loss: 0.6634
2022-08-04 18:29:48,706 - mmseg - INFO - Iter [29150/160000] lr: 4.907e-05, eta: 17:20:24, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4368, decode.acc_seg: 82.8765, aux.loss_ce: 0.2185, aux.acc_seg: 79.8753, loss: 0.6553
2022-08-04 18:30:11,028 - mmseg - INFO - Iter [29200/160000] lr: 4.905e-05, eta: 17:19:53, time: 0.446, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4433, decode.acc_seg: 82.7889, aux.loss_ce: 0.2187, aux.acc_seg: 79.7563, loss: 0.6620
2022-08-04 18:30:33,523 - mmseg - INFO - Iter [29250/160000] lr: 4.903e-05, eta: 17:19:23, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4668, decode.acc_seg: 81.7212, aux.loss_ce: 0.2334, aux.acc_seg: 78.2736, loss: 0.7002
2022-08-04 18:30:55,945 - mmseg - INFO - Iter [29300/160000] lr: 4.901e-05, eta: 17:18:53, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4321, decode.acc_seg: 82.7284, aux.loss_ce: 0.2158, aux.acc_seg: 79.5424, loss: 0.6478
2022-08-04 18:31:18,429 - mmseg - INFO - Iter [29350/160000] lr: 4.899e-05, eta: 17:18:23, time: 0.450, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4518, decode.acc_seg: 82.1929, aux.loss_ce: 0.2228, aux.acc_seg: 78.7445, loss: 0.6746
2022-08-04 18:31:41,060 - mmseg - INFO - Iter [29400/160000] lr: 4.898e-05, eta: 17:17:54, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4276, decode.acc_seg: 83.5285, aux.loss_ce: 0.2128, aux.acc_seg: 80.1628, loss: 0.6403
2022-08-04 18:32:03,516 - mmseg - INFO - Iter [29450/160000] lr: 4.896e-05, eta: 17:17:23, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4553, decode.acc_seg: 82.0859, aux.loss_ce: 0.2259, aux.acc_seg: 78.7380, loss: 0.6811
2022-08-04 18:32:25,710 - mmseg - INFO - Iter [29500/160000] lr: 4.894e-05, eta: 17:16:52, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4736, decode.acc_seg: 81.8926, aux.loss_ce: 0.2347, aux.acc_seg: 78.4462, loss: 0.7082
2022-08-04 18:32:48,150 - mmseg - INFO - Iter [29550/160000] lr: 4.892e-05, eta: 17:16:22, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4425, decode.acc_seg: 82.3067, aux.loss_ce: 0.2184, aux.acc_seg: 79.3361, loss: 0.6609
2022-08-04 18:33:10,468 - mmseg - INFO - Iter [29600/160000] lr: 4.890e-05, eta: 17:15:52, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4402, decode.acc_seg: 82.9455, aux.loss_ce: 0.2229, aux.acc_seg: 79.5404, loss: 0.6631
2022-08-04 18:33:32,817 - mmseg - INFO - Iter [29650/160000] lr: 4.888e-05, eta: 17:15:22, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4353, decode.acc_seg: 83.0201, aux.loss_ce: 0.2115, aux.acc_seg: 80.1770, loss: 0.6468
2022-08-04 18:33:55,538 - mmseg - INFO - Iter [29700/160000] lr: 4.886e-05, eta: 17:14:53, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4280, decode.acc_seg: 83.6502, aux.loss_ce: 0.2113, aux.acc_seg: 80.7349, loss: 0.6393
2022-08-04 18:34:19,021 - mmseg - INFO - Iter [29750/160000] lr: 4.884e-05, eta: 17:14:28, time: 0.470, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4639, decode.acc_seg: 81.6878, aux.loss_ce: 0.2254, aux.acc_seg: 78.6359, loss: 0.6893
2022-08-04 18:34:41,434 - mmseg - INFO - Iter [29800/160000] lr: 4.883e-05, eta: 17:13:58, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4680, decode.acc_seg: 82.1718, aux.loss_ce: 0.2301, aux.acc_seg: 79.2288, loss: 0.6981
2022-08-04 18:35:03,832 - mmseg - INFO - Iter [29850/160000] lr: 4.881e-05, eta: 17:13:28, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4690, decode.acc_seg: 81.9496, aux.loss_ce: 0.2328, aux.acc_seg: 78.8113, loss: 0.7019
2022-08-04 18:35:26,756 - mmseg - INFO - Iter [29900/160000] lr: 4.879e-05, eta: 17:13:00, time: 0.458, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4365, decode.acc_seg: 82.9414, aux.loss_ce: 0.2191, aux.acc_seg: 80.2352, loss: 0.6555
2022-08-04 18:35:48,863 - mmseg - INFO - Iter [29950/160000] lr: 4.877e-05, eta: 17:12:29, time: 0.443, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4487, decode.acc_seg: 82.2647, aux.loss_ce: 0.2216, aux.acc_seg: 79.1822, loss: 0.6703
2022-08-04 18:36:11,227 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 18:36:11,227 - mmseg - INFO - Iter [30000/160000] lr: 4.875e-05, eta: 17:11:58, time: 0.447, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4625, decode.acc_seg: 81.6393, aux.loss_ce: 0.2308, aux.acc_seg: 78.5353, loss: 0.6933
2022-08-04 18:36:33,945 - mmseg - INFO - Iter [30050/160000] lr: 4.873e-05, eta: 17:11:30, time: 0.454, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4271, decode.acc_seg: 83.2768, aux.loss_ce: 0.2108, aux.acc_seg: 80.0603, loss: 0.6380
2022-08-04 18:36:56,301 - mmseg - INFO - Iter [30100/160000] lr: 4.871e-05, eta: 17:11:00, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4537, decode.acc_seg: 82.2029, aux.loss_ce: 0.2197, aux.acc_seg: 79.2737, loss: 0.6734
2022-08-04 18:37:18,493 - mmseg - INFO - Iter [30150/160000] lr: 4.869e-05, eta: 17:10:29, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4552, decode.acc_seg: 82.6732, aux.loss_ce: 0.2260, aux.acc_seg: 79.5001, loss: 0.6813
2022-08-04 18:37:40,889 - mmseg - INFO - Iter [30200/160000] lr: 4.868e-05, eta: 17:09:59, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4875, decode.acc_seg: 81.4159, aux.loss_ce: 0.2392, aux.acc_seg: 78.3588, loss: 0.7267
2022-08-04 18:38:03,258 - mmseg - INFO - Iter [30250/160000] lr: 4.866e-05, eta: 17:09:29, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4417, decode.acc_seg: 83.0821, aux.loss_ce: 0.2158, aux.acc_seg: 80.4584, loss: 0.6575
2022-08-04 18:38:25,676 - mmseg - INFO - Iter [30300/160000] lr: 4.864e-05, eta: 17:08:59, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4651, decode.acc_seg: 82.0127, aux.loss_ce: 0.2298, aux.acc_seg: 79.0063, loss: 0.6950
2022-08-04 18:38:50,727 - mmseg - INFO - Iter [30350/160000] lr: 4.862e-05, eta: 17:08:41, time: 0.501, data_time: 0.052, memory: 20600, decode.loss_ce: 0.4500, decode.acc_seg: 82.1557, aux.loss_ce: 0.2279, aux.acc_seg: 78.8700, loss: 0.6779
2022-08-04 18:39:12,998 - mmseg - INFO - Iter [30400/160000] lr: 4.860e-05, eta: 17:08:11, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4545, decode.acc_seg: 82.4612, aux.loss_ce: 0.2289, aux.acc_seg: 79.2185, loss: 0.6834
2022-08-04 18:39:35,230 - mmseg - INFO - Iter [30450/160000] lr: 4.858e-05, eta: 17:07:40, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4427, decode.acc_seg: 82.7861, aux.loss_ce: 0.2183, aux.acc_seg: 79.8742, loss: 0.6610
2022-08-04 18:39:57,689 - mmseg - INFO - Iter [30500/160000] lr: 4.856e-05, eta: 17:07:11, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4248, decode.acc_seg: 82.9630, aux.loss_ce: 0.2134, aux.acc_seg: 79.9809, loss: 0.6383
2022-08-04 18:40:20,096 - mmseg - INFO - Iter [30550/160000] lr: 4.854e-05, eta: 17:06:41, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4367, decode.acc_seg: 82.7669, aux.loss_ce: 0.2159, aux.acc_seg: 79.8477, loss: 0.6526
2022-08-04 18:40:42,515 - mmseg - INFO - Iter [30600/160000] lr: 4.853e-05, eta: 17:06:11, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4395, decode.acc_seg: 83.0616, aux.loss_ce: 0.2199, aux.acc_seg: 79.8240, loss: 0.6594
2022-08-04 18:41:05,490 - mmseg - INFO - Iter [30650/160000] lr: 4.851e-05, eta: 17:05:44, time: 0.459, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4493, decode.acc_seg: 82.4311, aux.loss_ce: 0.2230, aux.acc_seg: 79.3556, loss: 0.6723
2022-08-04 18:41:27,805 - mmseg - INFO - Iter [30700/160000] lr: 4.849e-05, eta: 17:05:14, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4259, decode.acc_seg: 83.1108, aux.loss_ce: 0.2145, aux.acc_seg: 79.9749, loss: 0.6404
2022-08-04 18:41:50,274 - mmseg - INFO - Iter [30750/160000] lr: 4.847e-05, eta: 17:04:45, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4266, decode.acc_seg: 83.4771, aux.loss_ce: 0.2158, aux.acc_seg: 80.1285, loss: 0.6425
2022-08-04 18:42:12,587 - mmseg - INFO - Iter [30800/160000] lr: 4.845e-05, eta: 17:04:15, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4321, decode.acc_seg: 83.2563, aux.loss_ce: 0.2142, aux.acc_seg: 80.1808, loss: 0.6463
2022-08-04 18:42:34,965 - mmseg - INFO - Iter [30850/160000] lr: 4.843e-05, eta: 17:03:45, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4290, decode.acc_seg: 83.3623, aux.loss_ce: 0.2160, aux.acc_seg: 79.9197, loss: 0.6450
2022-08-04 18:42:57,133 - mmseg - INFO - Iter [30900/160000] lr: 4.841e-05, eta: 17:03:15, time: 0.443, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4375, decode.acc_seg: 83.0051, aux.loss_ce: 0.2166, aux.acc_seg: 80.4096, loss: 0.6542
2022-08-04 18:43:19,609 - mmseg - INFO - Iter [30950/160000] lr: 4.839e-05, eta: 17:02:45, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4560, decode.acc_seg: 82.5016, aux.loss_ce: 0.2237, aux.acc_seg: 79.3767, loss: 0.6796
2022-08-04 18:43:41,944 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 18:43:41,944 - mmseg - INFO - Iter [31000/160000] lr: 4.838e-05, eta: 17:02:16, time: 0.446, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4499, decode.acc_seg: 82.1629, aux.loss_ce: 0.2244, aux.acc_seg: 78.9493, loss: 0.6743
2022-08-04 18:44:04,180 - mmseg - INFO - Iter [31050/160000] lr: 4.836e-05, eta: 17:01:45, time: 0.445, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4207, decode.acc_seg: 83.9209, aux.loss_ce: 0.2077, aux.acc_seg: 81.3250, loss: 0.6283
2022-08-04 18:44:26,570 - mmseg - INFO - Iter [31100/160000] lr: 4.834e-05, eta: 17:01:16, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4398, decode.acc_seg: 82.5566, aux.loss_ce: 0.2194, aux.acc_seg: 79.3835, loss: 0.6591
2022-08-04 18:44:48,762 - mmseg - INFO - Iter [31150/160000] lr: 4.832e-05, eta: 17:00:46, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4449, decode.acc_seg: 83.2716, aux.loss_ce: 0.2182, aux.acc_seg: 80.1814, loss: 0.6631
2022-08-04 18:45:11,089 - mmseg - INFO - Iter [31200/160000] lr: 4.830e-05, eta: 17:00:16, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4429, decode.acc_seg: 82.3969, aux.loss_ce: 0.2218, aux.acc_seg: 79.2389, loss: 0.6647
2022-08-04 18:45:34,561 - mmseg - INFO - Iter [31250/160000] lr: 4.828e-05, eta: 16:59:51, time: 0.469, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4939, decode.acc_seg: 81.2217, aux.loss_ce: 0.2436, aux.acc_seg: 77.7111, loss: 0.7375
2022-08-04 18:45:57,022 - mmseg - INFO - Iter [31300/160000] lr: 4.826e-05, eta: 16:59:22, time: 0.449, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4325, decode.acc_seg: 83.1880, aux.loss_ce: 0.2103, aux.acc_seg: 80.3445, loss: 0.6427
2022-08-04 18:46:19,493 - mmseg - INFO - Iter [31350/160000] lr: 4.824e-05, eta: 16:58:53, time: 0.449, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4516, decode.acc_seg: 82.5501, aux.loss_ce: 0.2238, aux.acc_seg: 79.8621, loss: 0.6753
2022-08-04 18:46:41,700 - mmseg - INFO - Iter [31400/160000] lr: 4.823e-05, eta: 16:58:23, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4467, decode.acc_seg: 82.8210, aux.loss_ce: 0.2263, aux.acc_seg: 79.0638, loss: 0.6730
2022-08-04 18:47:03,887 - mmseg - INFO - Iter [31450/160000] lr: 4.821e-05, eta: 16:57:52, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4520, decode.acc_seg: 82.6371, aux.loss_ce: 0.2244, aux.acc_seg: 79.7293, loss: 0.6764
2022-08-04 18:47:26,413 - mmseg - INFO - Iter [31500/160000] lr: 4.819e-05, eta: 16:57:24, time: 0.451, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4183, decode.acc_seg: 83.3208, aux.loss_ce: 0.2097, aux.acc_seg: 80.2943, loss: 0.6280
2022-08-04 18:47:48,782 - mmseg - INFO - Iter [31550/160000] lr: 4.817e-05, eta: 16:56:54, time: 0.447, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4419, decode.acc_seg: 82.6368, aux.loss_ce: 0.2209, aux.acc_seg: 79.2682, loss: 0.6629
2022-08-04 18:48:13,321 - mmseg - INFO - Iter [31600/160000] lr: 4.815e-05, eta: 16:56:34, time: 0.491, data_time: 0.051, memory: 20600, decode.loss_ce: 0.4194, decode.acc_seg: 83.2166, aux.loss_ce: 0.2074, aux.acc_seg: 80.0931, loss: 0.6268
2022-08-04 18:48:35,804 - mmseg - INFO - Iter [31650/160000] lr: 4.813e-05, eta: 16:56:05, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4483, decode.acc_seg: 82.0313, aux.loss_ce: 0.2175, aux.acc_seg: 79.6304, loss: 0.6658
2022-08-04 18:48:58,016 - mmseg - INFO - Iter [31700/160000] lr: 4.811e-05, eta: 16:55:35, time: 0.444, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4221, decode.acc_seg: 83.7620, aux.loss_ce: 0.2109, aux.acc_seg: 80.4091, loss: 0.6330
2022-08-04 18:49:20,417 - mmseg - INFO - Iter [31750/160000] lr: 4.809e-05, eta: 16:55:06, time: 0.448, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4190, decode.acc_seg: 83.5354, aux.loss_ce: 0.2093, aux.acc_seg: 80.6772, loss: 0.6282
2022-08-04 18:49:42,489 - mmseg - INFO - Iter [31800/160000] lr: 4.808e-05, eta: 16:54:35, time: 0.441, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4380, decode.acc_seg: 83.0021, aux.loss_ce: 0.2229, aux.acc_seg: 79.1748, loss: 0.6609
2022-08-04 18:50:05,136 - mmseg - INFO - Iter [31850/160000] lr: 4.806e-05, eta: 16:54:07, time: 0.453, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4504, decode.acc_seg: 82.5183, aux.loss_ce: 0.2258, aux.acc_seg: 78.8345, loss: 0.6762
2022-08-04 18:50:27,552 - mmseg - INFO - Iter [31900/160000] lr: 4.804e-05, eta: 16:53:38, time: 0.448, data_time: 0.005, memory: 20600, decode.loss_ce: 0.4265, decode.acc_seg: 83.5802, aux.loss_ce: 0.2176, aux.acc_seg: 80.1052, loss: 0.6441
2022-08-04 18:50:50,055 - mmseg - INFO - Iter [31950/160000] lr: 4.802e-05, eta: 16:53:09, time: 0.450, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4450, decode.acc_seg: 82.4229, aux.loss_ce: 0.2299, aux.acc_seg: 78.6078, loss: 0.6749
2022-08-04 18:51:12,137 - mmseg - INFO - Saving checkpoint at 32000 iterations
2022-08-04 18:51:15,332 - mmseg - INFO - Exp name: upernet_512_nextvit_base_160k.py
2022-08-04 18:51:15,332 - mmseg - INFO - Iter [32000/160000] lr: 4.800e-05, eta: 16:52:52, time: 0.506, data_time: 0.006, memory: 20600, decode.loss_ce: 0.4304, decode.acc_seg: 83.1499, aux.loss_ce: 0.2165, aux.acc_seg: 79.8990, loss: 0.6469
2022-08-04 18:51:44,316 - mmseg - INFO - per class results:
2022-08-04 18:51:44,323 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 74.05 | 86.23 |
| building | 78.91 | 87.76 |
| sky | 93.56 | 96.92 |
| floor | 80.08 | 88.21 |
| tree | 72.51 | 88.09 |
| ceiling | 81.08 | 88.91 |
| road | 80.41 | 87.75 |
| bed | 85.0 | 94.46 |
| windowpane | 58.4 | 77.81 |
| grass | 68.49 | 83.23 |
| cabinet | 56.03 | 66.58 |
| sidewalk | 57.78 | 80.17 |
| person | 76.98 | 86.52 |
| earth | 31.09 | 41.46 |
| door | 39.19 | 52.87 |
| table | 51.3 | 71.72 |
| mountain | 48.35 | 64.9 |
| plant | 48.28 | 57.68 |
| curtain | 68.37 | 77.49 |
| chair | 50.48 | 63.27 |
| car | 80.3 | 90.7 |
| water | 54.79 | 73.08 |
| painting | 68.57 | 81.62 |
| sofa | 60.16 | 78.37 |
| shelf | 39.83 | 60.62 |
| house | 35.49 | 80.21 |
| sea | 58.39 | 71.36 |
| mirror | 53.3 | 66.96 |
| rug | 64.83 | 77.74 |
| field | 27.8 | 50.22 |
| armchair | 36.42 | 44.73 |
| seat | 57.61 | 80.5 |
| fence | 39.17 | 54.58 |
| desk | 42.51 | 62.86 |
| rock | 35.33 | 47.43 |
| wardrobe | 42.81 | 59.7 |
| lamp | 54.02 | 62.51 |
| bathtub | 69.48 | 80.54 |
| railing | 32.44 | 47.71 |
| cushion | 49.61 | 65.35 |
| base | 35.49 | 54.76 |
| box | 24.11 | 33.01 |
| column | 42.05 | 60.81 |
| signboard | 34.36 | 42.82 |
| chest of drawers | 39.89 | 51.51 |
| counter | 36.55 | 51.88 |
| sand | 34.68 | 47.33 |
| sink | 64.55 | 74.83 |
| skyscraper | 61.05 | 92.34 |
| fireplace | 58.06 | 80.28 |
| refrigerator | 65.61 | 79.02 |
| grandstand | 37.11 | 81.36 |
| path | 16.75 | 23.84 |
| stairs | 31.38 | 37.88 |
| runway | 71.64 | 93.22 |
| case | 52.97 | 66.01 |
| pool table | 90.84 | 95.23 |
| pillow | 53.21 | 66.6 |
| screen door | 58.49 | 68.02 |
| stairway | 33.08 | 40.96 |
| river | 10.2 | 22.06 |
| bridge | 64.81 | 81.02 |
| bookcase | 29.29 | 54.05 |
| blind | 39.41 | 48.98 |
| coffee table | 47.45 | 80.1 |
| toilet | 80.72 | 86.09 |
| flower | 31.16 | 44.06 |
| book | 45.93 | 65.2 |
| hill | 9.18 | 20.27 |
| bench | 45.97 | 53.96 |
| countertop | 56.35 | 70.82 |
| stove | 62.3 | 73.69 |
| palm | 46.74 | 62.65 |
| kitchen island | 35.91 | 83.3 |
| computer | 54.67 | 67.45 |
| swivel chair | 38.71 | 73.34 |
| boat | 49.26 | 77.61 |
| bar | 29.76 | 37.38 |
| arcade machine | 69.94 | 79.49 |
| hovel | 36.31 | 80.95 |
| bus | 73.63 | 92.7 |
| towel | 50.67 | 71.96 |
| light | 40.27 | 43.25 |
| truck | 19.46 | 29.59 |
| tower | 34.32 | 60.03 |
| chandelier | 61.44 | 79.16 |
| awning | 22.03 | 25.98 |
| streetlight | 16.77 | 20.86 |
| booth | 28.9 | 36.41 |
| television receiver | 62.86 | 76.07 |
| airplane | 52.39 | 60.46 |
| dirt track | 17.14 | 18.49 |
| apparel | 34.42 | 49.52 |
| pole | 15.39 | 19.48 |
| land | 0.72 | 1.17 |
| bannister | 8.65 | 12.33 |
| escalator | 37.98 | 58.02 |
| ottoman | 43.37 | 49.4 |
| bottle | 14.94 | 17.83 |
| buffet | 34.85 | 35.98 |
| poster | 26.94 | 39.56 |
| stage | 13.3 | 24.14 |
| van | 21.98 | 25.89 |
| ship | 74.2 | 91.7 |
| fountain | 23.83 | 25.66 |
| conveyer belt | 55.02 | 87.83 |
| canopy | 14.54 | 23.37 |
| washer | 68.53 | 74.27 |
| plaything | 27.15 | 46.95 |
| swimming pool | 49.0 | 82.62 |
| stool | 37.32 | 46.43 |
| barrel | 13.42 | 65.12 |
| basket | 29.74 | 37.83 |
| waterfall | 53.21 | 76.23 |
| tent | 90.86 | 97.74 |
| bag | 7.48 | 8.61 |
| minibike | 62.92 | 81.46 |
| cradle | 72.77 | 95.62 |
| oven | 15.76 | 49.58 |
| ball | 44.81 | 51.34 |
| food | 56.77 | 68.79 |
| step | 3.54 | 3.92 |
| tank | 41.12 | 51.12 |
| trade name | 23.55 | 27.8 |
| microwave | 37.58 | 41.05 |
| pot | 33.82 | 39.15 |
| animal | 55.93 | 65.04 |
| bicycle | 54.41 | 76.31 |
| lake | 51.25 | 61.1 |
| dishwasher | 40.39 | 67.77 |
| screen | 54.1 | 85.16 |
| blanket | 1.62 | 1.64 |
| sculpture | 35.19 | 62.68 |
| hood | 46.05 | 55.17 |
| sconce | 21.31 | 24.04 |
| vase | 31.57 | 40.06 |
| traffic light | 19.59 | 24.71 |
| tray | 1.27 | 1.87 |
| ashcan | 43.0 | 52.52 |
| fan | 51.17 | 67.78 |
| pier | 48.15 | 64.62 |
| crt screen | 0.11 | 0.3 |
| plate | 47.32 | 67.16 |
| monitor | 5.42 | 7.93 |
| bulletin board | 34.62 | 48.41 |
| shower | 0.0 | 0.0 |
| radiator | 55.15 | 63.58 |
| glass | 10.32 | 10.98 |
| clock | 20.32 | 22.86 |
| flag | 51.94 | 56.72 |
+---------------------+-------+-------+
2022-08-04 18:51:44,323 - mmseg - INFO - Summary:
2022-08-04 18:51:44,323 - mmseg - INFO -