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upernet_160k_nextvit_large_1n1k6m_pretrained.log
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2022-08-14 23:00:50,206 - mmseg - INFO - workflow: [('train', 1)], max: 160000 iters
2022-08-14 23:01:39,546 - mmseg - INFO - Iter [50/160000] lr: 1.959e-06, eta: 1 day, 8:28:02, time: 0.731, data_time: 0.009, memory: 16264, decode.loss_ce: 4.0710, decode.acc_seg: 0.7972, aux.loss_ce: 1.6390, aux.acc_seg: 0.5601, loss: 5.7100
2022-08-14 23:02:06,802 - mmseg - INFO - Iter [100/160000] lr: 3.958e-06, eta: 1 day, 4:20:02, time: 0.545, data_time: 0.006, memory: 16264, decode.loss_ce: 3.9618, decode.acc_seg: 5.8915, aux.loss_ce: 1.6180, aux.acc_seg: 0.8014, loss: 5.5798
2022-08-14 23:02:33,758 - mmseg - INFO - Iter [150/160000] lr: 5.955e-06, eta: 1 day, 2:51:36, time: 0.539, data_time: 0.006, memory: 16264, decode.loss_ce: 3.8720, decode.acc_seg: 26.4608, aux.loss_ce: 1.6345, aux.acc_seg: 1.9793, loss: 5.5065
2022-08-14 23:03:00,477 - mmseg - INFO - Iter [200/160000] lr: 7.950e-06, eta: 1 day, 2:04:12, time: 0.534, data_time: 0.008, memory: 16264, decode.loss_ce: 3.4650, decode.acc_seg: 37.5962, aux.loss_ce: 1.5626, aux.acc_seg: 8.2022, loss: 5.0276
2022-08-14 23:03:27,023 - mmseg - INFO - Iter [250/160000] lr: 9.945e-06, eta: 1 day, 1:33:39, time: 0.531, data_time: 0.007, memory: 16264, decode.loss_ce: 3.1913, decode.acc_seg: 45.3216, aux.loss_ce: 1.5802, aux.acc_seg: 23.9270, loss: 4.7715
2022-08-14 23:03:53,519 - mmseg - INFO - Iter [300/160000] lr: 1.194e-05, eta: 1 day, 1:12:44, time: 0.530, data_time: 0.007, memory: 16264, decode.loss_ce: 2.8275, decode.acc_seg: 48.2342, aux.loss_ce: 1.4841, aux.acc_seg: 38.8071, loss: 4.3116
2022-08-14 23:04:19,918 - mmseg - INFO - Iter [350/160000] lr: 1.393e-05, eta: 1 day, 0:56:52, time: 0.528, data_time: 0.006, memory: 16264, decode.loss_ce: 2.6553, decode.acc_seg: 50.8322, aux.loss_ce: 1.4304, aux.acc_seg: 45.2790, loss: 4.0857
2022-08-14 23:04:46,169 - mmseg - INFO - Iter [400/160000] lr: 1.592e-05, eta: 1 day, 0:43:58, time: 0.525, data_time: 0.006, memory: 16264, decode.loss_ce: 2.4788, decode.acc_seg: 54.3430, aux.loss_ce: 1.3675, aux.acc_seg: 48.5897, loss: 3.8463
2022-08-14 23:05:12,394 - mmseg - INFO - Iter [450/160000] lr: 1.791e-05, eta: 1 day, 0:33:30, time: 0.524, data_time: 0.006, memory: 16264, decode.loss_ce: 2.3309, decode.acc_seg: 56.9664, aux.loss_ce: 1.3132, aux.acc_seg: 51.7170, loss: 3.6441
2022-08-14 23:05:38,754 - mmseg - INFO - Iter [500/160000] lr: 1.990e-05, eta: 1 day, 0:25:52, time: 0.527, data_time: 0.007, memory: 16264, decode.loss_ce: 2.1209, decode.acc_seg: 56.5012, aux.loss_ce: 1.2045, aux.acc_seg: 52.2613, loss: 3.3254
2022-08-14 23:06:05,266 - mmseg - INFO - Iter [550/160000] lr: 2.188e-05, eta: 1 day, 0:20:24, time: 0.531, data_time: 0.007, memory: 16264, decode.loss_ce: 2.0049, decode.acc_seg: 57.2247, aux.loss_ce: 1.1435, aux.acc_seg: 52.4487, loss: 3.1485
2022-08-14 23:06:31,633 - mmseg - INFO - Iter [600/160000] lr: 2.387e-05, eta: 1 day, 0:15:01, time: 0.527, data_time: 0.006, memory: 16264, decode.loss_ce: 1.9387, decode.acc_seg: 58.0202, aux.loss_ce: 1.1171, aux.acc_seg: 52.6629, loss: 3.0558
2022-08-14 23:06:57,577 - mmseg - INFO - Iter [650/160000] lr: 2.585e-05, eta: 1 day, 0:08:41, time: 0.519, data_time: 0.006, memory: 16264, decode.loss_ce: 1.8539, decode.acc_seg: 59.3750, aux.loss_ce: 1.0697, aux.acc_seg: 54.5962, loss: 2.9236
2022-08-14 23:07:23,567 - mmseg - INFO - Iter [700/160000] lr: 2.784e-05, eta: 1 day, 0:03:21, time: 0.520, data_time: 0.006, memory: 16264, decode.loss_ce: 1.6914, decode.acc_seg: 62.3078, aux.loss_ce: 0.9889, aux.acc_seg: 57.5773, loss: 2.6804
2022-08-14 23:07:49,663 - mmseg - INFO - Iter [750/160000] lr: 2.982e-05, eta: 23:58:58, time: 0.521, data_time: 0.006, memory: 16264, decode.loss_ce: 1.6628, decode.acc_seg: 60.6338, aux.loss_ce: 0.9596, aux.acc_seg: 56.6336, loss: 2.6224
2022-08-14 23:08:15,406 - mmseg - INFO - Iter [800/160000] lr: 3.180e-05, eta: 23:54:04, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 1.5699, decode.acc_seg: 62.3750, aux.loss_ce: 0.9122, aux.acc_seg: 56.7839, loss: 2.4821
2022-08-14 23:08:41,255 - mmseg - INFO - Iter [850/160000] lr: 3.378e-05, eta: 23:49:57, time: 0.517, data_time: 0.006, memory: 16264, decode.loss_ce: 1.5274, decode.acc_seg: 62.2960, aux.loss_ce: 0.8775, aux.acc_seg: 57.1179, loss: 2.4049
2022-08-14 23:09:07,791 - mmseg - INFO - Iter [900/160000] lr: 3.576e-05, eta: 23:48:12, time: 0.530, data_time: 0.007, memory: 16264, decode.loss_ce: 1.4812, decode.acc_seg: 62.8873, aux.loss_ce: 0.8403, aux.acc_seg: 57.6089, loss: 2.3216
2022-08-14 23:09:33,794 - mmseg - INFO - Iter [950/160000] lr: 3.773e-05, eta: 23:45:13, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 1.4285, decode.acc_seg: 63.3071, aux.loss_ce: 0.8064, aux.acc_seg: 56.9731, loss: 2.2349
2022-08-14 23:09:59,590 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-14 23:09:59,590 - mmseg - INFO - Iter [1000/160000] lr: 3.971e-05, eta: 23:41:54, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 1.4331, decode.acc_seg: 63.9074, aux.loss_ce: 0.7961, aux.acc_seg: 57.8019, loss: 2.2292
2022-08-14 23:10:25,527 - mmseg - INFO - Iter [1050/160000] lr: 4.168e-05, eta: 23:39:12, time: 0.519, data_time: 0.006, memory: 16264, decode.loss_ce: 1.3509, decode.acc_seg: 64.7432, aux.loss_ce: 0.7447, aux.acc_seg: 58.4680, loss: 2.0956
2022-08-14 23:10:51,795 - mmseg - INFO - Iter [1100/160000] lr: 4.366e-05, eta: 23:37:30, time: 0.525, data_time: 0.007, memory: 16264, decode.loss_ce: 1.3414, decode.acc_seg: 65.2596, aux.loss_ce: 0.7346, aux.acc_seg: 58.8973, loss: 2.0760
2022-08-14 23:11:17,938 - mmseg - INFO - Iter [1150/160000] lr: 4.563e-05, eta: 23:35:37, time: 0.523, data_time: 0.006, memory: 16264, decode.loss_ce: 1.3057, decode.acc_seg: 64.0224, aux.loss_ce: 0.6917, aux.acc_seg: 58.3550, loss: 1.9974
2022-08-14 23:11:44,136 - mmseg - INFO - Iter [1200/160000] lr: 4.760e-05, eta: 23:34:00, time: 0.524, data_time: 0.007, memory: 16264, decode.loss_ce: 1.3321, decode.acc_seg: 64.1159, aux.loss_ce: 0.6929, aux.acc_seg: 58.8230, loss: 2.0251
2022-08-14 23:12:10,008 - mmseg - INFO - Iter [1250/160000] lr: 4.957e-05, eta: 23:31:43, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 1.2694, decode.acc_seg: 65.0667, aux.loss_ce: 0.6637, aux.acc_seg: 59.8053, loss: 1.9331
2022-08-14 23:12:38,694 - mmseg - INFO - Iter [1300/160000] lr: 5.154e-05, eta: 23:35:24, time: 0.574, data_time: 0.052, memory: 16264, decode.loss_ce: 1.2693, decode.acc_seg: 64.7245, aux.loss_ce: 0.6519, aux.acc_seg: 59.6488, loss: 1.9212
2022-08-14 23:13:04,813 - mmseg - INFO - Iter [1350/160000] lr: 5.351e-05, eta: 23:33:42, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 1.2348, decode.acc_seg: 65.5440, aux.loss_ce: 0.6381, aux.acc_seg: 60.2881, loss: 1.8729
2022-08-14 23:13:31,065 - mmseg - INFO - Iter [1400/160000] lr: 5.547e-05, eta: 23:32:20, time: 0.525, data_time: 0.007, memory: 16264, decode.loss_ce: 1.1386, decode.acc_seg: 67.3829, aux.loss_ce: 0.5916, aux.acc_seg: 62.8280, loss: 1.7302
2022-08-14 23:13:57,272 - mmseg - INFO - Iter [1450/160000] lr: 5.744e-05, eta: 23:30:59, time: 0.524, data_time: 0.007, memory: 16264, decode.loss_ce: 1.1335, decode.acc_seg: 68.1160, aux.loss_ce: 0.5861, aux.acc_seg: 64.4041, loss: 1.7196
2022-08-14 23:14:23,612 - mmseg - INFO - Iter [1500/160000] lr: 5.940e-05, eta: 23:29:54, time: 0.527, data_time: 0.007, memory: 16264, decode.loss_ce: 1.1863, decode.acc_seg: 66.5166, aux.loss_ce: 0.6035, aux.acc_seg: 62.2618, loss: 1.7898
2022-08-14 23:14:49,618 - mmseg - INFO - Iter [1550/160000] lr: 5.942e-05, eta: 23:28:18, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 1.0627, decode.acc_seg: 68.7435, aux.loss_ce: 0.5517, aux.acc_seg: 64.3753, loss: 1.6144
2022-08-14 23:15:15,704 - mmseg - INFO - Iter [1600/160000] lr: 5.940e-05, eta: 23:26:54, time: 0.522, data_time: 0.006, memory: 16264, decode.loss_ce: 1.0984, decode.acc_seg: 66.9438, aux.loss_ce: 0.5542, aux.acc_seg: 63.4349, loss: 1.6526
2022-08-14 23:15:41,807 - mmseg - INFO - Iter [1650/160000] lr: 5.938e-05, eta: 23:25:36, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 1.1219, decode.acc_seg: 66.3393, aux.loss_ce: 0.5539, aux.acc_seg: 62.9103, loss: 1.6758
2022-08-14 23:16:08,106 - mmseg - INFO - Iter [1700/160000] lr: 5.936e-05, eta: 23:24:36, time: 0.526, data_time: 0.007, memory: 16264, decode.loss_ce: 1.0788, decode.acc_seg: 66.5595, aux.loss_ce: 0.5388, aux.acc_seg: 62.8802, loss: 1.6176
2022-08-14 23:16:34,118 - mmseg - INFO - Iter [1750/160000] lr: 5.934e-05, eta: 23:23:14, time: 0.520, data_time: 0.008, memory: 16264, decode.loss_ce: 1.0530, decode.acc_seg: 68.3895, aux.loss_ce: 0.5258, aux.acc_seg: 64.6507, loss: 1.5788
2022-08-14 23:17:00,147 - mmseg - INFO - Iter [1800/160000] lr: 5.933e-05, eta: 23:22:00, time: 0.521, data_time: 0.008, memory: 16264, decode.loss_ce: 1.0480, decode.acc_seg: 67.9351, aux.loss_ce: 0.5214, aux.acc_seg: 64.7876, loss: 1.5693
2022-08-14 23:17:26,692 - mmseg - INFO - Iter [1850/160000] lr: 5.931e-05, eta: 23:21:28, time: 0.530, data_time: 0.007, memory: 16264, decode.loss_ce: 1.0362, decode.acc_seg: 68.4449, aux.loss_ce: 0.5224, aux.acc_seg: 64.1321, loss: 1.5586
2022-08-14 23:17:53,312 - mmseg - INFO - Iter [1900/160000] lr: 5.929e-05, eta: 23:21:06, time: 0.533, data_time: 0.007, memory: 16264, decode.loss_ce: 1.0445, decode.acc_seg: 68.1144, aux.loss_ce: 0.5153, aux.acc_seg: 64.3522, loss: 1.5598
2022-08-14 23:18:19,422 - mmseg - INFO - Iter [1950/160000] lr: 5.927e-05, eta: 23:20:00, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9932, decode.acc_seg: 69.0076, aux.loss_ce: 0.5059, aux.acc_seg: 65.0862, loss: 1.4991
2022-08-14 23:18:45,577 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-14 23:18:45,577 - mmseg - INFO - Iter [2000/160000] lr: 5.925e-05, eta: 23:18:59, time: 0.523, data_time: 0.007, memory: 16264, decode.loss_ce: 1.0648, decode.acc_seg: 67.2676, aux.loss_ce: 0.5252, aux.acc_seg: 64.5937, loss: 1.5900
2022-08-14 23:19:11,663 - mmseg - INFO - Iter [2050/160000] lr: 5.923e-05, eta: 23:17:57, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 1.0406, decode.acc_seg: 68.0078, aux.loss_ce: 0.5154, aux.acc_seg: 63.9193, loss: 1.5560
2022-08-14 23:19:37,966 - mmseg - INFO - Iter [2100/160000] lr: 5.921e-05, eta: 23:17:12, time: 0.526, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9999, decode.acc_seg: 68.7691, aux.loss_ce: 0.4960, aux.acc_seg: 65.4485, loss: 1.4959
2022-08-14 23:20:04,019 - mmseg - INFO - Iter [2150/160000] lr: 5.919e-05, eta: 23:16:07, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9213, decode.acc_seg: 70.3508, aux.loss_ce: 0.4640, aux.acc_seg: 66.4285, loss: 1.3852
2022-08-14 23:20:30,140 - mmseg - INFO - Iter [2200/160000] lr: 5.918e-05, eta: 23:15:13, time: 0.523, data_time: 0.008, memory: 16264, decode.loss_ce: 0.9797, decode.acc_seg: 69.5126, aux.loss_ce: 0.4970, aux.acc_seg: 65.1202, loss: 1.4767
2022-08-14 23:20:56,111 - mmseg - INFO - Iter [2250/160000] lr: 5.916e-05, eta: 23:14:07, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9389, decode.acc_seg: 69.5016, aux.loss_ce: 0.4734, aux.acc_seg: 65.5173, loss: 1.4123
2022-08-14 23:21:22,544 - mmseg - INFO - Iter [2300/160000] lr: 5.914e-05, eta: 23:13:36, time: 0.529, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9204, decode.acc_seg: 69.5100, aux.loss_ce: 0.4669, aux.acc_seg: 65.5732, loss: 1.3872
2022-08-14 23:21:48,400 - mmseg - INFO - Iter [2350/160000] lr: 5.912e-05, eta: 23:12:25, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9387, decode.acc_seg: 69.7185, aux.loss_ce: 0.4735, aux.acc_seg: 66.3833, loss: 1.4122
2022-08-14 23:22:14,418 - mmseg - INFO - Iter [2400/160000] lr: 5.910e-05, eta: 23:11:27, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9296, decode.acc_seg: 70.2919, aux.loss_ce: 0.4621, aux.acc_seg: 66.5739, loss: 1.3917
2022-08-14 23:22:40,742 - mmseg - INFO - Iter [2450/160000] lr: 5.908e-05, eta: 23:10:50, time: 0.526, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8729, decode.acc_seg: 71.2902, aux.loss_ce: 0.4376, aux.acc_seg: 67.5161, loss: 1.3106
2022-08-14 23:23:07,038 - mmseg - INFO - Iter [2500/160000] lr: 5.906e-05, eta: 23:10:12, time: 0.526, data_time: 0.007, memory: 16264, decode.loss_ce: 0.9402, decode.acc_seg: 70.7378, aux.loss_ce: 0.4675, aux.acc_seg: 67.0632, loss: 1.4077
2022-08-14 23:23:36,144 - mmseg - INFO - Iter [2550/160000] lr: 5.904e-05, eta: 23:12:27, time: 0.582, data_time: 0.053, memory: 16264, decode.loss_ce: 0.8771, decode.acc_seg: 71.0785, aux.loss_ce: 0.4472, aux.acc_seg: 67.0482, loss: 1.3244
2022-08-14 23:24:02,370 - mmseg - INFO - Iter [2600/160000] lr: 5.903e-05, eta: 23:11:42, time: 0.524, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8972, decode.acc_seg: 70.6610, aux.loss_ce: 0.4447, aux.acc_seg: 67.2503, loss: 1.3418
2022-08-14 23:24:28,409 - mmseg - INFO - Iter [2650/160000] lr: 5.901e-05, eta: 23:10:46, time: 0.521, data_time: 0.006, memory: 16264, decode.loss_ce: 0.8480, decode.acc_seg: 73.0074, aux.loss_ce: 0.4366, aux.acc_seg: 68.2964, loss: 1.2845
2022-08-14 23:24:55,450 - mmseg - INFO - Iter [2700/160000] lr: 5.899e-05, eta: 23:10:50, time: 0.541, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8916, decode.acc_seg: 71.8947, aux.loss_ce: 0.4477, aux.acc_seg: 68.1239, loss: 1.3392
2022-08-14 23:25:22,319 - mmseg - INFO - Iter [2750/160000] lr: 5.897e-05, eta: 23:10:44, time: 0.538, data_time: 0.008, memory: 16264, decode.loss_ce: 0.8913, decode.acc_seg: 70.5680, aux.loss_ce: 0.4479, aux.acc_seg: 66.8559, loss: 1.3393
2022-08-14 23:25:48,481 - mmseg - INFO - Iter [2800/160000] lr: 5.895e-05, eta: 23:09:57, time: 0.523, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8473, decode.acc_seg: 71.8449, aux.loss_ce: 0.4346, aux.acc_seg: 67.2431, loss: 1.2819
2022-08-14 23:26:14,565 - mmseg - INFO - Iter [2850/160000] lr: 5.893e-05, eta: 23:09:06, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7665, decode.acc_seg: 74.3506, aux.loss_ce: 0.3889, aux.acc_seg: 70.6166, loss: 1.1553
2022-08-14 23:26:40,711 - mmseg - INFO - Iter [2900/160000] lr: 5.891e-05, eta: 23:08:17, time: 0.522, data_time: 0.006, memory: 16264, decode.loss_ce: 0.8860, decode.acc_seg: 71.4175, aux.loss_ce: 0.4397, aux.acc_seg: 67.2165, loss: 1.3258
2022-08-14 23:27:07,174 - mmseg - INFO - Iter [2950/160000] lr: 5.889e-05, eta: 23:07:49, time: 0.530, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8404, decode.acc_seg: 72.0812, aux.loss_ce: 0.4229, aux.acc_seg: 68.1086, loss: 1.2633
2022-08-14 23:27:33,042 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-14 23:27:33,043 - mmseg - INFO - Iter [3000/160000] lr: 5.888e-05, eta: 23:06:49, time: 0.517, data_time: 0.006, memory: 16264, decode.loss_ce: 0.8732, decode.acc_seg: 71.5359, aux.loss_ce: 0.4332, aux.acc_seg: 67.8421, loss: 1.3063
2022-08-14 23:27:59,036 - mmseg - INFO - Iter [3050/160000] lr: 5.886e-05, eta: 23:05:57, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8558, decode.acc_seg: 72.1684, aux.loss_ce: 0.4241, aux.acc_seg: 68.1820, loss: 1.2798
2022-08-14 23:28:25,013 - mmseg - INFO - Iter [3100/160000] lr: 5.884e-05, eta: 23:05:04, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8750, decode.acc_seg: 71.0227, aux.loss_ce: 0.4268, aux.acc_seg: 68.4515, loss: 1.3018
2022-08-14 23:28:50,872 - mmseg - INFO - Iter [3150/160000] lr: 5.882e-05, eta: 23:04:07, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7875, decode.acc_seg: 73.3366, aux.loss_ce: 0.3936, aux.acc_seg: 70.2289, loss: 1.1811
2022-08-14 23:29:16,824 - mmseg - INFO - Iter [3200/160000] lr: 5.880e-05, eta: 23:03:15, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8151, decode.acc_seg: 72.5673, aux.loss_ce: 0.3993, aux.acc_seg: 69.4822, loss: 1.2145
2022-08-14 23:29:42,768 - mmseg - INFO - Iter [3250/160000] lr: 5.878e-05, eta: 23:02:23, time: 0.519, data_time: 0.006, memory: 16264, decode.loss_ce: 0.7881, decode.acc_seg: 73.5893, aux.loss_ce: 0.3970, aux.acc_seg: 69.7047, loss: 1.1851
2022-08-14 23:30:08,880 - mmseg - INFO - Iter [3300/160000] lr: 5.876e-05, eta: 23:01:40, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8464, decode.acc_seg: 71.9059, aux.loss_ce: 0.4216, aux.acc_seg: 67.8079, loss: 1.2681
2022-08-14 23:30:34,795 - mmseg - INFO - Iter [3350/160000] lr: 5.874e-05, eta: 23:00:49, time: 0.518, data_time: 0.006, memory: 16264, decode.loss_ce: 0.7928, decode.acc_seg: 72.9949, aux.loss_ce: 0.3956, aux.acc_seg: 69.4357, loss: 1.1885
2022-08-14 23:31:00,708 - mmseg - INFO - Iter [3400/160000] lr: 5.873e-05, eta: 22:59:58, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7636, decode.acc_seg: 73.8356, aux.loss_ce: 0.3767, aux.acc_seg: 70.4146, loss: 1.1404
2022-08-14 23:31:26,783 - mmseg - INFO - Iter [3450/160000] lr: 5.871e-05, eta: 22:59:14, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8109, decode.acc_seg: 71.9243, aux.loss_ce: 0.3917, aux.acc_seg: 68.8797, loss: 1.2026
2022-08-14 23:31:52,693 - mmseg - INFO - Iter [3500/160000] lr: 5.869e-05, eta: 22:58:25, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8254, decode.acc_seg: 71.9603, aux.loss_ce: 0.4048, aux.acc_seg: 68.3905, loss: 1.2302
2022-08-14 23:32:18,648 - mmseg - INFO - Iter [3550/160000] lr: 5.867e-05, eta: 22:57:38, time: 0.519, data_time: 0.006, memory: 16264, decode.loss_ce: 0.7651, decode.acc_seg: 74.2217, aux.loss_ce: 0.3795, aux.acc_seg: 71.0585, loss: 1.1445
2022-08-14 23:32:44,490 - mmseg - INFO - Iter [3600/160000] lr: 5.865e-05, eta: 22:56:46, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7832, decode.acc_seg: 73.8147, aux.loss_ce: 0.3935, aux.acc_seg: 69.4999, loss: 1.1767
2022-08-14 23:33:10,635 - mmseg - INFO - Iter [3650/160000] lr: 5.863e-05, eta: 22:56:08, time: 0.523, data_time: 0.006, memory: 16264, decode.loss_ce: 0.7697, decode.acc_seg: 73.4792, aux.loss_ce: 0.3818, aux.acc_seg: 70.0163, loss: 1.1514
2022-08-14 23:33:36,700 - mmseg - INFO - Iter [3700/160000] lr: 5.861e-05, eta: 22:55:27, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7938, decode.acc_seg: 72.9545, aux.loss_ce: 0.3936, aux.acc_seg: 69.2070, loss: 1.1874
2022-08-14 23:34:02,634 - mmseg - INFO - Iter [3750/160000] lr: 5.859e-05, eta: 22:54:42, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7986, decode.acc_seg: 72.9913, aux.loss_ce: 0.4025, aux.acc_seg: 68.4416, loss: 1.2011
2022-08-14 23:34:30,981 - mmseg - INFO - Iter [3800/160000] lr: 5.858e-05, eta: 22:55:35, time: 0.567, data_time: 0.052, memory: 16264, decode.loss_ce: 0.7523, decode.acc_seg: 74.6733, aux.loss_ce: 0.3826, aux.acc_seg: 70.7864, loss: 1.1349
2022-08-14 23:34:56,876 - mmseg - INFO - Iter [3850/160000] lr: 5.856e-05, eta: 22:54:48, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7489, decode.acc_seg: 74.8990, aux.loss_ce: 0.3755, aux.acc_seg: 70.7675, loss: 1.1244
2022-08-14 23:35:23,107 - mmseg - INFO - Iter [3900/160000] lr: 5.854e-05, eta: 22:54:15, time: 0.525, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7286, decode.acc_seg: 74.0647, aux.loss_ce: 0.3544, aux.acc_seg: 70.6545, loss: 1.0831
2022-08-14 23:35:49,130 - mmseg - INFO - Iter [3950/160000] lr: 5.852e-05, eta: 22:53:33, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7655, decode.acc_seg: 73.9902, aux.loss_ce: 0.3785, aux.acc_seg: 70.1467, loss: 1.1440
2022-08-14 23:36:14,989 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-14 23:36:14,990 - mmseg - INFO - Iter [4000/160000] lr: 5.850e-05, eta: 22:52:44, time: 0.517, data_time: 0.006, memory: 16264, decode.loss_ce: 0.7343, decode.acc_seg: 74.8013, aux.loss_ce: 0.3633, aux.acc_seg: 71.2198, loss: 1.0976
2022-08-14 23:36:40,947 - mmseg - INFO - Iter [4050/160000] lr: 5.848e-05, eta: 22:52:02, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7747, decode.acc_seg: 73.1728, aux.loss_ce: 0.3837, aux.acc_seg: 69.4364, loss: 1.1583
2022-08-14 23:37:07,039 - mmseg - INFO - Iter [4100/160000] lr: 5.846e-05, eta: 22:51:24, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7563, decode.acc_seg: 74.3870, aux.loss_ce: 0.3802, aux.acc_seg: 70.3767, loss: 1.1365
2022-08-14 23:37:32,930 - mmseg - INFO - Iter [4150/160000] lr: 5.844e-05, eta: 22:50:39, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7530, decode.acc_seg: 74.1226, aux.loss_ce: 0.3692, aux.acc_seg: 70.2185, loss: 1.1223
2022-08-14 23:37:59,026 - mmseg - INFO - Iter [4200/160000] lr: 5.843e-05, eta: 22:50:01, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7940, decode.acc_seg: 72.3002, aux.loss_ce: 0.3823, aux.acc_seg: 69.7079, loss: 1.1763
2022-08-14 23:38:25,328 - mmseg - INFO - Iter [4250/160000] lr: 5.841e-05, eta: 22:49:32, time: 0.526, data_time: 0.007, memory: 16264, decode.loss_ce: 0.8045, decode.acc_seg: 73.1963, aux.loss_ce: 0.3817, aux.acc_seg: 70.0165, loss: 1.1861
2022-08-14 23:38:51,559 - mmseg - INFO - Iter [4300/160000] lr: 5.839e-05, eta: 22:49:01, time: 0.525, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7558, decode.acc_seg: 73.3801, aux.loss_ce: 0.3594, aux.acc_seg: 70.7514, loss: 1.1152
2022-08-14 23:39:17,750 - mmseg - INFO - Iter [4350/160000] lr: 5.837e-05, eta: 22:48:27, time: 0.524, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7484, decode.acc_seg: 74.8811, aux.loss_ce: 0.3653, aux.acc_seg: 71.2821, loss: 1.1137
2022-08-14 23:39:43,865 - mmseg - INFO - Iter [4400/160000] lr: 5.835e-05, eta: 22:47:52, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7404, decode.acc_seg: 74.7712, aux.loss_ce: 0.3645, aux.acc_seg: 71.0213, loss: 1.1049
2022-08-14 23:40:09,763 - mmseg - INFO - Iter [4450/160000] lr: 5.833e-05, eta: 22:47:09, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7402, decode.acc_seg: 73.7005, aux.loss_ce: 0.3625, aux.acc_seg: 70.3310, loss: 1.1027
2022-08-14 23:40:35,743 - mmseg - INFO - Iter [4500/160000] lr: 5.831e-05, eta: 22:46:29, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7237, decode.acc_seg: 74.5886, aux.loss_ce: 0.3479, aux.acc_seg: 71.6748, loss: 1.0716
2022-08-14 23:41:01,939 - mmseg - INFO - Iter [4550/160000] lr: 5.829e-05, eta: 22:45:56, time: 0.523, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7897, decode.acc_seg: 73.1671, aux.loss_ce: 0.3751, aux.acc_seg: 70.0248, loss: 1.1648
2022-08-14 23:41:28,009 - mmseg - INFO - Iter [4600/160000] lr: 5.828e-05, eta: 22:45:21, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7272, decode.acc_seg: 74.6392, aux.loss_ce: 0.3546, aux.acc_seg: 71.2606, loss: 1.0818
2022-08-14 23:41:53,954 - mmseg - INFO - Iter [4650/160000] lr: 5.826e-05, eta: 22:44:41, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7388, decode.acc_seg: 74.8642, aux.loss_ce: 0.3666, aux.acc_seg: 71.2723, loss: 1.1054
2022-08-14 23:42:19,905 - mmseg - INFO - Iter [4700/160000] lr: 5.824e-05, eta: 22:44:01, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7253, decode.acc_seg: 74.1119, aux.loss_ce: 0.3456, aux.acc_seg: 71.0249, loss: 1.0710
2022-08-14 23:42:45,770 - mmseg - INFO - Iter [4750/160000] lr: 5.822e-05, eta: 22:43:19, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7154, decode.acc_seg: 74.2884, aux.loss_ce: 0.3376, aux.acc_seg: 72.1755, loss: 1.0530
2022-08-14 23:43:11,413 - mmseg - INFO - Iter [4800/160000] lr: 5.820e-05, eta: 22:42:29, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7466, decode.acc_seg: 73.9013, aux.loss_ce: 0.3634, aux.acc_seg: 70.7176, loss: 1.1100
2022-08-14 23:43:37,404 - mmseg - INFO - Iter [4850/160000] lr: 5.818e-05, eta: 22:41:52, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6611, decode.acc_seg: 76.2680, aux.loss_ce: 0.3172, aux.acc_seg: 73.3083, loss: 0.9783
2022-08-14 23:44:03,470 - mmseg - INFO - Iter [4900/160000] lr: 5.816e-05, eta: 22:41:17, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7259, decode.acc_seg: 74.3878, aux.loss_ce: 0.3549, aux.acc_seg: 71.3737, loss: 1.0808
2022-08-14 23:44:29,327 - mmseg - INFO - Iter [4950/160000] lr: 5.814e-05, eta: 22:40:36, time: 0.518, data_time: 0.008, memory: 16264, decode.loss_ce: 0.7682, decode.acc_seg: 73.8011, aux.loss_ce: 0.3669, aux.acc_seg: 69.9078, loss: 1.1351
2022-08-14 23:44:55,417 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-14 23:44:55,418 - mmseg - INFO - Iter [5000/160000] lr: 5.813e-05, eta: 22:40:03, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6955, decode.acc_seg: 75.8941, aux.loss_ce: 0.3396, aux.acc_seg: 72.0560, loss: 1.0352
2022-08-14 23:45:21,192 - mmseg - INFO - Iter [5050/160000] lr: 5.811e-05, eta: 22:39:19, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6995, decode.acc_seg: 75.2640, aux.loss_ce: 0.3327, aux.acc_seg: 72.4774, loss: 1.0322
2022-08-14 23:45:49,799 - mmseg - INFO - Iter [5100/160000] lr: 5.809e-05, eta: 22:40:03, time: 0.572, data_time: 0.055, memory: 16264, decode.loss_ce: 0.7199, decode.acc_seg: 74.5736, aux.loss_ce: 0.3535, aux.acc_seg: 71.0523, loss: 1.0734
2022-08-14 23:46:15,814 - mmseg - INFO - Iter [5150/160000] lr: 5.807e-05, eta: 22:39:26, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6825, decode.acc_seg: 75.0612, aux.loss_ce: 0.3281, aux.acc_seg: 72.4050, loss: 1.0105
2022-08-14 23:46:41,840 - mmseg - INFO - Iter [5200/160000] lr: 5.805e-05, eta: 22:38:50, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6686, decode.acc_seg: 76.1440, aux.loss_ce: 0.3184, aux.acc_seg: 73.5449, loss: 0.9870
2022-08-14 23:47:08,238 - mmseg - INFO - Iter [5250/160000] lr: 5.803e-05, eta: 22:38:26, time: 0.528, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6852, decode.acc_seg: 75.8284, aux.loss_ce: 0.3327, aux.acc_seg: 72.4381, loss: 1.0178
2022-08-14 23:47:34,348 - mmseg - INFO - Iter [5300/160000] lr: 5.801e-05, eta: 22:37:54, time: 0.523, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7056, decode.acc_seg: 74.0187, aux.loss_ce: 0.3402, aux.acc_seg: 71.4338, loss: 1.0458
2022-08-14 23:48:00,002 - mmseg - INFO - Iter [5350/160000] lr: 5.799e-05, eta: 22:37:08, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6748, decode.acc_seg: 75.8502, aux.loss_ce: 0.3254, aux.acc_seg: 72.8084, loss: 1.0002
2022-08-14 23:48:25,865 - mmseg - INFO - Iter [5400/160000] lr: 5.798e-05, eta: 22:36:28, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6855, decode.acc_seg: 75.6066, aux.loss_ce: 0.3380, aux.acc_seg: 71.7052, loss: 1.0235
2022-08-14 23:48:51,874 - mmseg - INFO - Iter [5450/160000] lr: 5.796e-05, eta: 22:35:53, time: 0.520, data_time: 0.006, memory: 16264, decode.loss_ce: 0.6794, decode.acc_seg: 75.7657, aux.loss_ce: 0.3270, aux.acc_seg: 72.9348, loss: 1.0065
2022-08-14 23:49:17,936 - mmseg - INFO - Iter [5500/160000] lr: 5.794e-05, eta: 22:35:18, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6844, decode.acc_seg: 75.5673, aux.loss_ce: 0.3227, aux.acc_seg: 72.9722, loss: 1.0071
2022-08-14 23:49:43,567 - mmseg - INFO - Iter [5550/160000] lr: 5.792e-05, eta: 22:34:34, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6884, decode.acc_seg: 75.4876, aux.loss_ce: 0.3306, aux.acc_seg: 72.8040, loss: 1.0190
2022-08-14 23:50:09,285 - mmseg - INFO - Iter [5600/160000] lr: 5.790e-05, eta: 22:33:51, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6903, decode.acc_seg: 75.7145, aux.loss_ce: 0.3319, aux.acc_seg: 72.9949, loss: 1.0222
2022-08-14 23:50:35,249 - mmseg - INFO - Iter [5650/160000] lr: 5.788e-05, eta: 22:33:15, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6513, decode.acc_seg: 76.2334, aux.loss_ce: 0.3159, aux.acc_seg: 73.6369, loss: 0.9671
2022-08-14 23:51:00,976 - mmseg - INFO - Iter [5700/160000] lr: 5.786e-05, eta: 22:32:34, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6588, decode.acc_seg: 75.6840, aux.loss_ce: 0.3175, aux.acc_seg: 72.9897, loss: 0.9763
2022-08-14 23:51:27,251 - mmseg - INFO - Iter [5750/160000] lr: 5.784e-05, eta: 22:32:07, time: 0.525, data_time: 0.006, memory: 16264, decode.loss_ce: 0.6799, decode.acc_seg: 75.4400, aux.loss_ce: 0.3173, aux.acc_seg: 73.1969, loss: 0.9972
2022-08-14 23:51:53,005 - mmseg - INFO - Iter [5800/160000] lr: 5.783e-05, eta: 22:31:26, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6616, decode.acc_seg: 76.8133, aux.loss_ce: 0.3118, aux.acc_seg: 74.4656, loss: 0.9735
2022-08-14 23:52:19,104 - mmseg - INFO - Iter [5850/160000] lr: 5.781e-05, eta: 22:30:54, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6778, decode.acc_seg: 75.6637, aux.loss_ce: 0.3196, aux.acc_seg: 73.0264, loss: 0.9974
2022-08-14 23:52:44,889 - mmseg - INFO - Iter [5900/160000] lr: 5.779e-05, eta: 22:30:15, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.7331, decode.acc_seg: 74.6929, aux.loss_ce: 0.3433, aux.acc_seg: 72.3487, loss: 1.0765
2022-08-14 23:53:11,295 - mmseg - INFO - Iter [5950/160000] lr: 5.777e-05, eta: 22:29:52, time: 0.528, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6555, decode.acc_seg: 74.9630, aux.loss_ce: 0.3115, aux.acc_seg: 71.9852, loss: 0.9670
2022-08-14 23:53:36,991 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-14 23:53:36,991 - mmseg - INFO - Iter [6000/160000] lr: 5.775e-05, eta: 22:29:10, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6742, decode.acc_seg: 76.1610, aux.loss_ce: 0.3186, aux.acc_seg: 73.6270, loss: 0.9928
2022-08-14 23:54:02,698 - mmseg - INFO - Iter [6050/160000] lr: 5.773e-05, eta: 22:28:29, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6389, decode.acc_seg: 76.8281, aux.loss_ce: 0.3005, aux.acc_seg: 74.1784, loss: 0.9394
2022-08-14 23:54:28,430 - mmseg - INFO - Iter [6100/160000] lr: 5.771e-05, eta: 22:27:49, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6534, decode.acc_seg: 75.9483, aux.loss_ce: 0.3085, aux.acc_seg: 73.5813, loss: 0.9619
2022-08-14 23:54:54,318 - mmseg - INFO - Iter [6150/160000] lr: 5.769e-05, eta: 22:27:13, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6644, decode.acc_seg: 76.5307, aux.loss_ce: 0.3188, aux.acc_seg: 73.6234, loss: 0.9832
2022-08-14 23:55:20,071 - mmseg - INFO - Iter [6200/160000] lr: 5.768e-05, eta: 22:26:34, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6835, decode.acc_seg: 75.7906, aux.loss_ce: 0.3178, aux.acc_seg: 73.7531, loss: 1.0012
2022-08-14 23:55:45,945 - mmseg - INFO - Iter [6250/160000] lr: 5.766e-05, eta: 22:25:58, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6813, decode.acc_seg: 75.1062, aux.loss_ce: 0.3211, aux.acc_seg: 72.8255, loss: 1.0024
2022-08-14 23:56:11,527 - mmseg - INFO - Iter [6300/160000] lr: 5.764e-05, eta: 22:25:15, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6619, decode.acc_seg: 76.6691, aux.loss_ce: 0.3065, aux.acc_seg: 73.8482, loss: 0.9685
2022-08-14 23:56:40,087 - mmseg - INFO - Iter [6350/160000] lr: 5.762e-05, eta: 22:25:45, time: 0.571, data_time: 0.054, memory: 16264, decode.loss_ce: 0.6123, decode.acc_seg: 77.7339, aux.loss_ce: 0.2944, aux.acc_seg: 75.0567, loss: 0.9067
2022-08-14 23:57:06,072 - mmseg - INFO - Iter [6400/160000] lr: 5.760e-05, eta: 22:25:12, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6257, decode.acc_seg: 77.4242, aux.loss_ce: 0.2997, aux.acc_seg: 75.0158, loss: 0.9254
2022-08-14 23:57:31,687 - mmseg - INFO - Iter [6450/160000] lr: 5.758e-05, eta: 22:24:29, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6441, decode.acc_seg: 76.4706, aux.loss_ce: 0.3058, aux.acc_seg: 73.9766, loss: 0.9499
2022-08-14 23:57:57,276 - mmseg - INFO - Iter [6500/160000] lr: 5.756e-05, eta: 22:23:47, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6411, decode.acc_seg: 76.7262, aux.loss_ce: 0.3011, aux.acc_seg: 73.9642, loss: 0.9422
2022-08-14 23:58:23,234 - mmseg - INFO - Iter [6550/160000] lr: 5.754e-05, eta: 22:23:14, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6167, decode.acc_seg: 77.3316, aux.loss_ce: 0.2885, aux.acc_seg: 75.4848, loss: 0.9052
2022-08-14 23:58:49,155 - mmseg - INFO - Iter [6600/160000] lr: 5.753e-05, eta: 22:22:39, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6613, decode.acc_seg: 75.9418, aux.loss_ce: 0.3089, aux.acc_seg: 73.4722, loss: 0.9702
2022-08-14 23:59:15,202 - mmseg - INFO - Iter [6650/160000] lr: 5.751e-05, eta: 22:22:08, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6543, decode.acc_seg: 76.1069, aux.loss_ce: 0.3036, aux.acc_seg: 73.5503, loss: 0.9580
2022-08-14 23:59:40,654 - mmseg - INFO - Iter [6700/160000] lr: 5.749e-05, eta: 22:21:24, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6514, decode.acc_seg: 76.7097, aux.loss_ce: 0.3083, aux.acc_seg: 74.0542, loss: 0.9597
2022-08-15 00:00:06,699 - mmseg - INFO - Iter [6750/160000] lr: 5.747e-05, eta: 22:20:53, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6300, decode.acc_seg: 77.3102, aux.loss_ce: 0.2997, aux.acc_seg: 74.5140, loss: 0.9297
2022-08-15 00:00:32,680 - mmseg - INFO - Iter [6800/160000] lr: 5.745e-05, eta: 22:20:21, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6348, decode.acc_seg: 76.9290, aux.loss_ce: 0.2995, aux.acc_seg: 74.3013, loss: 0.9343
2022-08-15 00:00:58,384 - mmseg - INFO - Iter [6850/160000] lr: 5.743e-05, eta: 22:19:42, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6221, decode.acc_seg: 77.1083, aux.loss_ce: 0.2935, aux.acc_seg: 74.6383, loss: 0.9155
2022-08-15 00:01:24,186 - mmseg - INFO - Iter [6900/160000] lr: 5.741e-05, eta: 22:19:06, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6619, decode.acc_seg: 76.0933, aux.loss_ce: 0.3071, aux.acc_seg: 73.7446, loss: 0.9690
2022-08-15 00:01:49,879 - mmseg - INFO - Iter [6950/160000] lr: 5.739e-05, eta: 22:18:28, time: 0.514, data_time: 0.006, memory: 16264, decode.loss_ce: 0.6294, decode.acc_seg: 76.6493, aux.loss_ce: 0.2904, aux.acc_seg: 74.9421, loss: 0.9198
2022-08-15 00:02:16,243 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 00:02:16,243 - mmseg - INFO - Iter [7000/160000] lr: 5.738e-05, eta: 22:18:04, time: 0.527, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6413, decode.acc_seg: 77.2847, aux.loss_ce: 0.2983, aux.acc_seg: 74.7816, loss: 0.9396
2022-08-15 00:02:41,890 - mmseg - INFO - Iter [7050/160000] lr: 5.736e-05, eta: 22:17:25, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6688, decode.acc_seg: 76.1989, aux.loss_ce: 0.3110, aux.acc_seg: 73.9558, loss: 0.9798
2022-08-15 00:03:07,789 - mmseg - INFO - Iter [7100/160000] lr: 5.734e-05, eta: 22:16:52, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6167, decode.acc_seg: 77.0049, aux.loss_ce: 0.2868, aux.acc_seg: 74.9707, loss: 0.9035
2022-08-15 00:03:33,472 - mmseg - INFO - Iter [7150/160000] lr: 5.732e-05, eta: 22:16:14, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6126, decode.acc_seg: 77.3674, aux.loss_ce: 0.2907, aux.acc_seg: 75.1243, loss: 0.9033
2022-08-15 00:03:59,494 - mmseg - INFO - Iter [7200/160000] lr: 5.730e-05, eta: 22:15:43, time: 0.520, data_time: 0.008, memory: 16264, decode.loss_ce: 0.6291, decode.acc_seg: 77.1025, aux.loss_ce: 0.2989, aux.acc_seg: 74.3014, loss: 0.9280
2022-08-15 00:04:25,055 - mmseg - INFO - Iter [7250/160000] lr: 5.728e-05, eta: 22:15:03, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6124, decode.acc_seg: 77.6262, aux.loss_ce: 0.2891, aux.acc_seg: 74.9899, loss: 0.9015
2022-08-15 00:04:51,337 - mmseg - INFO - Iter [7300/160000] lr: 5.726e-05, eta: 22:14:38, time: 0.526, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6392, decode.acc_seg: 76.6753, aux.loss_ce: 0.3011, aux.acc_seg: 74.1882, loss: 0.9403
2022-08-15 00:05:17,424 - mmseg - INFO - Iter [7350/160000] lr: 5.724e-05, eta: 22:14:09, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6333, decode.acc_seg: 76.6991, aux.loss_ce: 0.2945, aux.acc_seg: 74.8795, loss: 0.9278
2022-08-15 00:05:43,162 - mmseg - INFO - Iter [7400/160000] lr: 5.723e-05, eta: 22:13:33, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6109, decode.acc_seg: 77.1779, aux.loss_ce: 0.2800, aux.acc_seg: 75.2752, loss: 0.8909
2022-08-15 00:06:08,657 - mmseg - INFO - Iter [7450/160000] lr: 5.721e-05, eta: 22:12:52, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6318, decode.acc_seg: 76.0187, aux.loss_ce: 0.2943, aux.acc_seg: 74.0181, loss: 0.9261
2022-08-15 00:06:34,272 - mmseg - INFO - Iter [7500/160000] lr: 5.719e-05, eta: 22:12:14, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6319, decode.acc_seg: 76.8499, aux.loss_ce: 0.2900, aux.acc_seg: 75.0148, loss: 0.9219
2022-08-15 00:06:59,759 - mmseg - INFO - Iter [7550/160000] lr: 5.717e-05, eta: 22:11:33, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6753, decode.acc_seg: 75.7271, aux.loss_ce: 0.3117, aux.acc_seg: 73.6441, loss: 0.9870
2022-08-15 00:07:28,270 - mmseg - INFO - Iter [7600/160000] lr: 5.715e-05, eta: 22:11:53, time: 0.571, data_time: 0.054, memory: 16264, decode.loss_ce: 0.6253, decode.acc_seg: 77.1467, aux.loss_ce: 0.2887, aux.acc_seg: 75.3923, loss: 0.9140
2022-08-15 00:07:54,350 - mmseg - INFO - Iter [7650/160000] lr: 5.713e-05, eta: 22:11:24, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5655, decode.acc_seg: 78.9312, aux.loss_ce: 0.2735, aux.acc_seg: 75.7502, loss: 0.8389
2022-08-15 00:08:20,432 - mmseg - INFO - Iter [7700/160000] lr: 5.711e-05, eta: 22:10:55, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5989, decode.acc_seg: 77.8982, aux.loss_ce: 0.2823, aux.acc_seg: 75.1022, loss: 0.8812
2022-08-15 00:08:46,224 - mmseg - INFO - Iter [7750/160000] lr: 5.709e-05, eta: 22:10:21, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5893, decode.acc_seg: 78.1677, aux.loss_ce: 0.2772, aux.acc_seg: 75.7821, loss: 0.8666
2022-08-15 00:09:11,774 - mmseg - INFO - Iter [7800/160000] lr: 5.708e-05, eta: 22:09:41, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6178, decode.acc_seg: 78.1313, aux.loss_ce: 0.2831, aux.acc_seg: 76.2074, loss: 0.9009
2022-08-15 00:09:37,714 - mmseg - INFO - Iter [7850/160000] lr: 5.706e-05, eta: 22:09:10, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5747, decode.acc_seg: 78.4149, aux.loss_ce: 0.2653, aux.acc_seg: 76.6612, loss: 0.8399
2022-08-15 00:10:03,743 - mmseg - INFO - Iter [7900/160000] lr: 5.704e-05, eta: 22:08:40, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6080, decode.acc_seg: 76.9049, aux.loss_ce: 0.2826, aux.acc_seg: 74.6892, loss: 0.8906
2022-08-15 00:10:29,391 - mmseg - INFO - Iter [7950/160000] lr: 5.702e-05, eta: 22:08:03, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6188, decode.acc_seg: 76.9175, aux.loss_ce: 0.2880, aux.acc_seg: 74.9685, loss: 0.9068
2022-08-15 00:10:54,866 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 00:10:54,867 - mmseg - INFO - Iter [8000/160000] lr: 5.700e-05, eta: 22:07:23, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5841, decode.acc_seg: 77.9840, aux.loss_ce: 0.2715, aux.acc_seg: 76.0021, loss: 0.8556
2022-08-15 00:11:20,750 - mmseg - INFO - Iter [8050/160000] lr: 5.698e-05, eta: 22:06:51, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6387, decode.acc_seg: 76.9045, aux.loss_ce: 0.2923, aux.acc_seg: 74.7545, loss: 0.9310
2022-08-15 00:11:46,294 - mmseg - INFO - Iter [8100/160000] lr: 5.696e-05, eta: 22:06:12, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6414, decode.acc_seg: 76.5892, aux.loss_ce: 0.2879, aux.acc_seg: 75.1706, loss: 0.9293
2022-08-15 00:12:12,638 - mmseg - INFO - Iter [8150/160000] lr: 5.694e-05, eta: 22:05:49, time: 0.527, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6193, decode.acc_seg: 76.8018, aux.loss_ce: 0.2849, aux.acc_seg: 75.0876, loss: 0.9042
2022-08-15 00:12:38,454 - mmseg - INFO - Iter [8200/160000] lr: 5.693e-05, eta: 22:05:16, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5820, decode.acc_seg: 78.2227, aux.loss_ce: 0.2713, aux.acc_seg: 75.8291, loss: 0.8533
2022-08-15 00:13:04,192 - mmseg - INFO - Iter [8250/160000] lr: 5.691e-05, eta: 22:04:42, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5906, decode.acc_seg: 77.9627, aux.loss_ce: 0.2682, aux.acc_seg: 76.4563, loss: 0.8588
2022-08-15 00:13:30,019 - mmseg - INFO - Iter [8300/160000] lr: 5.689e-05, eta: 22:04:09, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5984, decode.acc_seg: 78.4513, aux.loss_ce: 0.2732, aux.acc_seg: 76.2697, loss: 0.8716
2022-08-15 00:13:55,965 - mmseg - INFO - Iter [8350/160000] lr: 5.687e-05, eta: 22:03:38, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6296, decode.acc_seg: 76.2584, aux.loss_ce: 0.2870, aux.acc_seg: 74.2889, loss: 0.9167
2022-08-15 00:14:22,013 - mmseg - INFO - Iter [8400/160000] lr: 5.685e-05, eta: 22:03:09, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6737, decode.acc_seg: 75.8833, aux.loss_ce: 0.3099, aux.acc_seg: 73.6393, loss: 0.9835
2022-08-15 00:14:47,628 - mmseg - INFO - Iter [8450/160000] lr: 5.683e-05, eta: 22:02:33, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6354, decode.acc_seg: 77.3034, aux.loss_ce: 0.2935, aux.acc_seg: 75.2951, loss: 0.9288
2022-08-15 00:15:13,244 - mmseg - INFO - Iter [8500/160000] lr: 5.681e-05, eta: 22:01:57, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6238, decode.acc_seg: 77.1598, aux.loss_ce: 0.2830, aux.acc_seg: 75.5446, loss: 0.9068
2022-08-15 00:15:38,835 - mmseg - INFO - Iter [8550/160000] lr: 5.679e-05, eta: 22:01:21, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5993, decode.acc_seg: 77.5289, aux.loss_ce: 0.2767, aux.acc_seg: 75.9508, loss: 0.8760
2022-08-15 00:16:04,477 - mmseg - INFO - Iter [8600/160000] lr: 5.678e-05, eta: 22:00:45, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5927, decode.acc_seg: 77.9006, aux.loss_ce: 0.2729, aux.acc_seg: 76.0702, loss: 0.8656
2022-08-15 00:16:30,103 - mmseg - INFO - Iter [8650/160000] lr: 5.676e-05, eta: 22:00:09, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5874, decode.acc_seg: 78.2918, aux.loss_ce: 0.2741, aux.acc_seg: 75.9983, loss: 0.8615
2022-08-15 00:16:55,980 - mmseg - INFO - Iter [8700/160000] lr: 5.674e-05, eta: 21:59:38, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6068, decode.acc_seg: 78.1246, aux.loss_ce: 0.2787, aux.acc_seg: 76.2249, loss: 0.8855
2022-08-15 00:17:21,896 - mmseg - INFO - Iter [8750/160000] lr: 5.672e-05, eta: 21:59:07, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5938, decode.acc_seg: 77.6500, aux.loss_ce: 0.2726, aux.acc_seg: 75.4577, loss: 0.8664
2022-08-15 00:17:47,841 - mmseg - INFO - Iter [8800/160000] lr: 5.670e-05, eta: 21:58:38, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5918, decode.acc_seg: 78.3947, aux.loss_ce: 0.2718, aux.acc_seg: 76.2822, loss: 0.8636
2022-08-15 00:18:15,965 - mmseg - INFO - Iter [8850/160000] lr: 5.668e-05, eta: 21:58:45, time: 0.562, data_time: 0.051, memory: 16264, decode.loss_ce: 0.6155, decode.acc_seg: 77.1894, aux.loss_ce: 0.2821, aux.acc_seg: 74.8465, loss: 0.8976
2022-08-15 00:18:41,956 - mmseg - INFO - Iter [8900/160000] lr: 5.666e-05, eta: 21:58:15, time: 0.520, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6028, decode.acc_seg: 77.9028, aux.loss_ce: 0.2759, aux.acc_seg: 76.2450, loss: 0.8787
2022-08-15 00:19:07,831 - mmseg - INFO - Iter [8950/160000] lr: 5.664e-05, eta: 21:57:44, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5587, decode.acc_seg: 79.2501, aux.loss_ce: 0.2607, aux.acc_seg: 76.9228, loss: 0.8194
2022-08-15 00:19:33,490 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 00:19:33,490 - mmseg - INFO - Iter [9000/160000] lr: 5.663e-05, eta: 21:57:09, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5890, decode.acc_seg: 78.2365, aux.loss_ce: 0.2737, aux.acc_seg: 75.5552, loss: 0.8627
2022-08-15 00:19:59,606 - mmseg - INFO - Iter [9050/160000] lr: 5.661e-05, eta: 21:56:42, time: 0.523, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5594, decode.acc_seg: 78.6781, aux.loss_ce: 0.2623, aux.acc_seg: 76.4331, loss: 0.8217
2022-08-15 00:20:25,745 - mmseg - INFO - Iter [9100/160000] lr: 5.659e-05, eta: 21:56:16, time: 0.523, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6296, decode.acc_seg: 77.2764, aux.loss_ce: 0.2884, aux.acc_seg: 74.8514, loss: 0.9180
2022-08-15 00:20:51,363 - mmseg - INFO - Iter [9150/160000] lr: 5.657e-05, eta: 21:55:41, time: 0.512, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5569, decode.acc_seg: 79.2779, aux.loss_ce: 0.2594, aux.acc_seg: 76.9625, loss: 0.8164
2022-08-15 00:21:17,135 - mmseg - INFO - Iter [9200/160000] lr: 5.655e-05, eta: 21:55:08, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5845, decode.acc_seg: 78.9229, aux.loss_ce: 0.2710, aux.acc_seg: 76.3246, loss: 0.8556
2022-08-15 00:21:42,950 - mmseg - INFO - Iter [9250/160000] lr: 5.653e-05, eta: 21:54:36, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6209, decode.acc_seg: 76.2116, aux.loss_ce: 0.2797, aux.acc_seg: 74.5871, loss: 0.9006
2022-08-15 00:22:08,590 - mmseg - INFO - Iter [9300/160000] lr: 5.651e-05, eta: 21:54:01, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5349, decode.acc_seg: 80.3538, aux.loss_ce: 0.2473, aux.acc_seg: 78.5496, loss: 0.7822
2022-08-15 00:22:34,371 - mmseg - INFO - Iter [9350/160000] lr: 5.649e-05, eta: 21:53:29, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5966, decode.acc_seg: 77.8957, aux.loss_ce: 0.2769, aux.acc_seg: 75.7849, loss: 0.8735
2022-08-15 00:23:00,526 - mmseg - INFO - Iter [9400/160000] lr: 5.648e-05, eta: 21:53:03, time: 0.523, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6110, decode.acc_seg: 78.0864, aux.loss_ce: 0.2790, aux.acc_seg: 76.1347, loss: 0.8900
2022-08-15 00:23:26,237 - mmseg - INFO - Iter [9450/160000] lr: 5.646e-05, eta: 21:52:30, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5996, decode.acc_seg: 78.0378, aux.loss_ce: 0.2738, aux.acc_seg: 76.2538, loss: 0.8734
2022-08-15 00:23:52,285 - mmseg - INFO - Iter [9500/160000] lr: 5.644e-05, eta: 21:52:02, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5829, decode.acc_seg: 78.2591, aux.loss_ce: 0.2679, aux.acc_seg: 76.4565, loss: 0.8508
2022-08-15 00:24:17,784 - mmseg - INFO - Iter [9550/160000] lr: 5.642e-05, eta: 21:51:26, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5824, decode.acc_seg: 78.3088, aux.loss_ce: 0.2679, aux.acc_seg: 76.2611, loss: 0.8502
2022-08-15 00:24:43,696 - mmseg - INFO - Iter [9600/160000] lr: 5.640e-05, eta: 21:50:56, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5813, decode.acc_seg: 78.3589, aux.loss_ce: 0.2656, aux.acc_seg: 76.7050, loss: 0.8469
2022-08-15 00:25:10,228 - mmseg - INFO - Iter [9650/160000] lr: 5.638e-05, eta: 21:50:35, time: 0.531, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5880, decode.acc_seg: 77.4882, aux.loss_ce: 0.2690, aux.acc_seg: 75.5889, loss: 0.8570
2022-08-15 00:25:35,998 - mmseg - INFO - Iter [9700/160000] lr: 5.636e-05, eta: 21:50:03, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6032, decode.acc_seg: 78.4478, aux.loss_ce: 0.2752, aux.acc_seg: 76.1686, loss: 0.8784
2022-08-15 00:26:02,212 - mmseg - INFO - Iter [9750/160000] lr: 5.634e-05, eta: 21:49:38, time: 0.524, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5567, decode.acc_seg: 78.2612, aux.loss_ce: 0.2554, aux.acc_seg: 76.5107, loss: 0.8121
2022-08-15 00:26:27,872 - mmseg - INFO - Iter [9800/160000] lr: 5.633e-05, eta: 21:49:05, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5583, decode.acc_seg: 78.9025, aux.loss_ce: 0.2605, aux.acc_seg: 76.5342, loss: 0.8188
2022-08-15 00:26:53,617 - mmseg - INFO - Iter [9850/160000] lr: 5.631e-05, eta: 21:48:32, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6055, decode.acc_seg: 77.9756, aux.loss_ce: 0.2792, aux.acc_seg: 75.6810, loss: 0.8847
2022-08-15 00:27:19,606 - mmseg - INFO - Iter [9900/160000] lr: 5.629e-05, eta: 21:48:03, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6215, decode.acc_seg: 77.3314, aux.loss_ce: 0.2770, aux.acc_seg: 75.7655, loss: 0.8985
2022-08-15 00:27:46,091 - mmseg - INFO - Iter [9950/160000] lr: 5.627e-05, eta: 21:47:43, time: 0.530, data_time: 0.007, memory: 16264, decode.loss_ce: 0.6059, decode.acc_seg: 78.2029, aux.loss_ce: 0.2760, aux.acc_seg: 76.1713, loss: 0.8819
2022-08-15 00:28:11,586 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 00:28:11,586 - mmseg - INFO - Iter [10000/160000] lr: 5.625e-05, eta: 21:47:07, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5866, decode.acc_seg: 77.7478, aux.loss_ce: 0.2669, aux.acc_seg: 76.0969, loss: 0.8535
2022-08-15 00:28:37,408 - mmseg - INFO - Iter [10050/160000] lr: 5.623e-05, eta: 21:46:36, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5924, decode.acc_seg: 77.9135, aux.loss_ce: 0.2649, aux.acc_seg: 76.3881, loss: 0.8573
2022-08-15 00:29:02,793 - mmseg - INFO - Iter [10100/160000] lr: 5.621e-05, eta: 21:45:59, time: 0.508, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5822, decode.acc_seg: 78.3992, aux.loss_ce: 0.2655, aux.acc_seg: 76.6888, loss: 0.8477
2022-08-15 00:29:30,841 - mmseg - INFO - Iter [10150/160000] lr: 5.619e-05, eta: 21:46:01, time: 0.561, data_time: 0.051, memory: 16264, decode.loss_ce: 0.5825, decode.acc_seg: 77.6664, aux.loss_ce: 0.2676, aux.acc_seg: 75.8728, loss: 0.8501
2022-08-15 00:29:56,400 - mmseg - INFO - Iter [10200/160000] lr: 5.618e-05, eta: 21:45:26, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5660, decode.acc_seg: 78.9050, aux.loss_ce: 0.2596, aux.acc_seg: 76.9750, loss: 0.8256
2022-08-15 00:30:22,149 - mmseg - INFO - Iter [10250/160000] lr: 5.616e-05, eta: 21:44:54, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5589, decode.acc_seg: 79.2905, aux.loss_ce: 0.2627, aux.acc_seg: 76.9664, loss: 0.8215
2022-08-15 00:30:48,281 - mmseg - INFO - Iter [10300/160000] lr: 5.614e-05, eta: 21:44:28, time: 0.523, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5369, decode.acc_seg: 79.4398, aux.loss_ce: 0.2503, aux.acc_seg: 77.2179, loss: 0.7872
2022-08-15 00:31:13,807 - mmseg - INFO - Iter [10350/160000] lr: 5.612e-05, eta: 21:43:53, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5384, decode.acc_seg: 79.6520, aux.loss_ce: 0.2506, aux.acc_seg: 77.1183, loss: 0.7890
2022-08-15 00:31:39,248 - mmseg - INFO - Iter [10400/160000] lr: 5.610e-05, eta: 21:43:16, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5237, decode.acc_seg: 80.2546, aux.loss_ce: 0.2432, aux.acc_seg: 78.4005, loss: 0.7669
2022-08-15 00:32:04,751 - mmseg - INFO - Iter [10450/160000] lr: 5.608e-05, eta: 21:42:41, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5451, decode.acc_seg: 79.9446, aux.loss_ce: 0.2559, aux.acc_seg: 77.9044, loss: 0.8010
2022-08-15 00:32:30,407 - mmseg - INFO - Iter [10500/160000] lr: 5.606e-05, eta: 21:42:08, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5403, decode.acc_seg: 79.3252, aux.loss_ce: 0.2498, aux.acc_seg: 77.2413, loss: 0.7901
2022-08-15 00:32:56,065 - mmseg - INFO - Iter [10550/160000] lr: 5.604e-05, eta: 21:41:35, time: 0.513, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5407, decode.acc_seg: 79.4632, aux.loss_ce: 0.2499, aux.acc_seg: 77.3296, loss: 0.7905
2022-08-15 00:33:21,726 - mmseg - INFO - Iter [10600/160000] lr: 5.603e-05, eta: 21:41:03, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5563, decode.acc_seg: 79.5709, aux.loss_ce: 0.2580, aux.acc_seg: 77.2697, loss: 0.8142
2022-08-15 00:33:47,597 - mmseg - INFO - Iter [10650/160000] lr: 5.601e-05, eta: 21:40:33, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5615, decode.acc_seg: 78.4006, aux.loss_ce: 0.2627, aux.acc_seg: 75.8874, loss: 0.8242
2022-08-15 00:34:13,369 - mmseg - INFO - Iter [10700/160000] lr: 5.599e-05, eta: 21:40:02, time: 0.515, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5594, decode.acc_seg: 78.5116, aux.loss_ce: 0.2556, aux.acc_seg: 76.7504, loss: 0.8151
2022-08-15 00:34:39,228 - mmseg - INFO - Iter [10750/160000] lr: 5.597e-05, eta: 21:39:32, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5817, decode.acc_seg: 78.4435, aux.loss_ce: 0.2687, aux.acc_seg: 76.5388, loss: 0.8504
2022-08-15 00:35:04,915 - mmseg - INFO - Iter [10800/160000] lr: 5.595e-05, eta: 21:39:00, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5761, decode.acc_seg: 79.1535, aux.loss_ce: 0.2591, aux.acc_seg: 77.5432, loss: 0.8352
2022-08-15 00:35:30,525 - mmseg - INFO - Iter [10850/160000] lr: 5.593e-05, eta: 21:38:27, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5795, decode.acc_seg: 78.5183, aux.loss_ce: 0.2628, aux.acc_seg: 76.5800, loss: 0.8423
2022-08-15 00:35:56,402 - mmseg - INFO - Iter [10900/160000] lr: 5.591e-05, eta: 21:37:58, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5760, decode.acc_seg: 78.6435, aux.loss_ce: 0.2650, aux.acc_seg: 76.4979, loss: 0.8410
2022-08-15 00:36:21,969 - mmseg - INFO - Iter [10950/160000] lr: 5.589e-05, eta: 21:37:24, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5750, decode.acc_seg: 77.7172, aux.loss_ce: 0.2657, aux.acc_seg: 75.7261, loss: 0.8408
2022-08-15 00:36:47,709 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 00:36:47,709 - mmseg - INFO - Iter [11000/160000] lr: 5.588e-05, eta: 21:36:53, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5645, decode.acc_seg: 78.6282, aux.loss_ce: 0.2605, aux.acc_seg: 76.7340, loss: 0.8250
2022-08-15 00:37:13,289 - mmseg - INFO - Iter [11050/160000] lr: 5.586e-05, eta: 21:36:19, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5682, decode.acc_seg: 78.4486, aux.loss_ce: 0.2595, aux.acc_seg: 76.7573, loss: 0.8277
2022-08-15 00:37:39,006 - mmseg - INFO - Iter [11100/160000] lr: 5.584e-05, eta: 21:35:48, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5840, decode.acc_seg: 78.2302, aux.loss_ce: 0.2664, aux.acc_seg: 76.4230, loss: 0.8504
2022-08-15 00:38:04,497 - mmseg - INFO - Iter [11150/160000] lr: 5.582e-05, eta: 21:35:14, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5390, decode.acc_seg: 79.6407, aux.loss_ce: 0.2476, aux.acc_seg: 77.8184, loss: 0.7866
2022-08-15 00:38:30,244 - mmseg - INFO - Iter [11200/160000] lr: 5.580e-05, eta: 21:34:43, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5545, decode.acc_seg: 79.0712, aux.loss_ce: 0.2536, aux.acc_seg: 77.1957, loss: 0.8081
2022-08-15 00:38:56,342 - mmseg - INFO - Iter [11250/160000] lr: 5.578e-05, eta: 21:34:16, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5361, decode.acc_seg: 79.9439, aux.loss_ce: 0.2406, aux.acc_seg: 78.5383, loss: 0.7767
2022-08-15 00:39:21,989 - mmseg - INFO - Iter [11300/160000] lr: 5.576e-05, eta: 21:33:45, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5563, decode.acc_seg: 78.4711, aux.loss_ce: 0.2546, aux.acc_seg: 76.4225, loss: 0.8109
2022-08-15 00:39:47,367 - mmseg - INFO - Iter [11350/160000] lr: 5.574e-05, eta: 21:33:09, time: 0.508, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5552, decode.acc_seg: 79.3004, aux.loss_ce: 0.2547, aux.acc_seg: 77.4939, loss: 0.8099
2022-08-15 00:40:15,126 - mmseg - INFO - Iter [11400/160000] lr: 5.573e-05, eta: 21:33:05, time: 0.555, data_time: 0.051, memory: 16264, decode.loss_ce: 0.5079, decode.acc_seg: 80.4004, aux.loss_ce: 0.2351, aux.acc_seg: 78.1537, loss: 0.7430
2022-08-15 00:40:41,351 - mmseg - INFO - Iter [11450/160000] lr: 5.571e-05, eta: 21:32:40, time: 0.525, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5702, decode.acc_seg: 78.9886, aux.loss_ce: 0.2599, aux.acc_seg: 77.1333, loss: 0.8301
2022-08-15 00:41:07,188 - mmseg - INFO - Iter [11500/160000] lr: 5.569e-05, eta: 21:32:10, time: 0.517, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5353, decode.acc_seg: 79.8780, aux.loss_ce: 0.2500, aux.acc_seg: 77.4611, loss: 0.7854
2022-08-15 00:41:33,116 - mmseg - INFO - Iter [11550/160000] lr: 5.567e-05, eta: 21:31:42, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5315, decode.acc_seg: 79.5840, aux.loss_ce: 0.2462, aux.acc_seg: 77.9361, loss: 0.7777
2022-08-15 00:41:58,876 - mmseg - INFO - Iter [11600/160000] lr: 5.565e-05, eta: 21:31:12, time: 0.515, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5334, decode.acc_seg: 79.8472, aux.loss_ce: 0.2500, aux.acc_seg: 77.5218, loss: 0.7834
2022-08-15 00:42:24,624 - mmseg - INFO - Iter [11650/160000] lr: 5.563e-05, eta: 21:30:41, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5047, decode.acc_seg: 81.2155, aux.loss_ce: 0.2351, aux.acc_seg: 79.0421, loss: 0.7398
2022-08-15 00:42:50,472 - mmseg - INFO - Iter [11700/160000] lr: 5.561e-05, eta: 21:30:12, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5263, decode.acc_seg: 80.2340, aux.loss_ce: 0.2388, aux.acc_seg: 78.5392, loss: 0.7651
2022-08-15 00:43:16,599 - mmseg - INFO - Iter [11750/160000] lr: 5.559e-05, eta: 21:29:46, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5534, decode.acc_seg: 79.8744, aux.loss_ce: 0.2563, aux.acc_seg: 77.8629, loss: 0.8097
2022-08-15 00:43:42,102 - mmseg - INFO - Iter [11800/160000] lr: 5.558e-05, eta: 21:29:12, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5321, decode.acc_seg: 79.5804, aux.loss_ce: 0.2446, aux.acc_seg: 77.4094, loss: 0.7767
2022-08-15 00:44:07,401 - mmseg - INFO - Iter [11850/160000] lr: 5.556e-05, eta: 21:28:36, time: 0.506, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5380, decode.acc_seg: 80.0640, aux.loss_ce: 0.2503, aux.acc_seg: 77.8041, loss: 0.7883
2022-08-15 00:44:33,113 - mmseg - INFO - Iter [11900/160000] lr: 5.554e-05, eta: 21:28:05, time: 0.514, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5285, decode.acc_seg: 79.3988, aux.loss_ce: 0.2463, aux.acc_seg: 77.4596, loss: 0.7748
2022-08-15 00:44:58,659 - mmseg - INFO - Iter [11950/160000] lr: 5.552e-05, eta: 21:27:32, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5495, decode.acc_seg: 79.7688, aux.loss_ce: 0.2572, aux.acc_seg: 77.4033, loss: 0.8068
2022-08-15 00:45:24,356 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 00:45:24,357 - mmseg - INFO - Iter [12000/160000] lr: 5.550e-05, eta: 21:27:01, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5211, decode.acc_seg: 80.1347, aux.loss_ce: 0.2383, aux.acc_seg: 78.6759, loss: 0.7594
2022-08-15 00:45:50,318 - mmseg - INFO - Iter [12050/160000] lr: 5.548e-05, eta: 21:26:34, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4971, decode.acc_seg: 80.4235, aux.loss_ce: 0.2272, aux.acc_seg: 78.7206, loss: 0.7243
2022-08-15 00:46:16,027 - mmseg - INFO - Iter [12100/160000] lr: 5.546e-05, eta: 21:26:03, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5449, decode.acc_seg: 79.3765, aux.loss_ce: 0.2509, aux.acc_seg: 77.6764, loss: 0.7958
2022-08-15 00:46:42,088 - mmseg - INFO - Iter [12150/160000] lr: 5.544e-05, eta: 21:25:37, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5725, decode.acc_seg: 78.9841, aux.loss_ce: 0.2626, aux.acc_seg: 77.0438, loss: 0.8350
2022-08-15 00:47:07,504 - mmseg - INFO - Iter [12200/160000] lr: 5.543e-05, eta: 21:25:03, time: 0.508, data_time: 0.006, memory: 16264, decode.loss_ce: 0.5593, decode.acc_seg: 78.7858, aux.loss_ce: 0.2577, aux.acc_seg: 76.6578, loss: 0.8171
2022-08-15 00:47:33,016 - mmseg - INFO - Iter [12250/160000] lr: 5.541e-05, eta: 21:24:30, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5536, decode.acc_seg: 79.4684, aux.loss_ce: 0.2511, aux.acc_seg: 77.5079, loss: 0.8047
2022-08-15 00:47:58,764 - mmseg - INFO - Iter [12300/160000] lr: 5.539e-05, eta: 21:23:59, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5480, decode.acc_seg: 79.1913, aux.loss_ce: 0.2514, aux.acc_seg: 77.2983, loss: 0.7993
2022-08-15 00:48:24,234 - mmseg - INFO - Iter [12350/160000] lr: 5.537e-05, eta: 21:23:26, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5571, decode.acc_seg: 78.7618, aux.loss_ce: 0.2529, aux.acc_seg: 77.0585, loss: 0.8100
2022-08-15 00:48:50,472 - mmseg - INFO - Iter [12400/160000] lr: 5.535e-05, eta: 21:23:02, time: 0.524, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5733, decode.acc_seg: 78.5004, aux.loss_ce: 0.2651, aux.acc_seg: 76.3547, loss: 0.8384
2022-08-15 00:49:15,974 - mmseg - INFO - Iter [12450/160000] lr: 5.533e-05, eta: 21:22:29, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5731, decode.acc_seg: 79.0080, aux.loss_ce: 0.2645, aux.acc_seg: 76.9931, loss: 0.8376
2022-08-15 00:49:41,762 - mmseg - INFO - Iter [12500/160000] lr: 5.531e-05, eta: 21:22:00, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5702, decode.acc_seg: 78.7565, aux.loss_ce: 0.2623, aux.acc_seg: 77.0441, loss: 0.8325
2022-08-15 00:50:07,847 - mmseg - INFO - Iter [12550/160000] lr: 5.529e-05, eta: 21:21:34, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5534, decode.acc_seg: 79.6142, aux.loss_ce: 0.2464, aux.acc_seg: 78.4183, loss: 0.7998
2022-08-15 00:50:33,599 - mmseg - INFO - Iter [12600/160000] lr: 5.528e-05, eta: 21:21:04, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5554, decode.acc_seg: 78.5165, aux.loss_ce: 0.2543, aux.acc_seg: 76.3530, loss: 0.8098
2022-08-15 00:51:01,359 - mmseg - INFO - Iter [12650/160000] lr: 5.526e-05, eta: 21:20:57, time: 0.555, data_time: 0.053, memory: 16264, decode.loss_ce: 0.5107, decode.acc_seg: 80.7345, aux.loss_ce: 0.2350, aux.acc_seg: 78.8949, loss: 0.7457
2022-08-15 00:51:26,885 - mmseg - INFO - Iter [12700/160000] lr: 5.524e-05, eta: 21:20:25, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5132, decode.acc_seg: 80.6629, aux.loss_ce: 0.2381, aux.acc_seg: 78.6457, loss: 0.7513
2022-08-15 00:51:52,439 - mmseg - INFO - Iter [12750/160000] lr: 5.522e-05, eta: 21:19:53, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5569, decode.acc_seg: 78.7207, aux.loss_ce: 0.2556, aux.acc_seg: 77.0618, loss: 0.8124
2022-08-15 00:52:18,350 - mmseg - INFO - Iter [12800/160000] lr: 5.520e-05, eta: 21:19:24, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5506, decode.acc_seg: 79.7800, aux.loss_ce: 0.2549, aux.acc_seg: 77.1977, loss: 0.8054
2022-08-15 00:52:44,291 - mmseg - INFO - Iter [12850/160000] lr: 5.518e-05, eta: 21:18:57, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5209, decode.acc_seg: 80.5389, aux.loss_ce: 0.2376, aux.acc_seg: 78.7549, loss: 0.7585
2022-08-15 00:53:10,342 - mmseg - INFO - Iter [12900/160000] lr: 5.516e-05, eta: 21:18:31, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5356, decode.acc_seg: 79.3277, aux.loss_ce: 0.2457, aux.acc_seg: 77.5242, loss: 0.7813
2022-08-15 00:53:35,905 - mmseg - INFO - Iter [12950/160000] lr: 5.514e-05, eta: 21:17:59, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5427, decode.acc_seg: 79.5377, aux.loss_ce: 0.2493, aux.acc_seg: 77.8603, loss: 0.7920
2022-08-15 00:54:01,255 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 00:54:01,255 - mmseg - INFO - Iter [13000/160000] lr: 5.513e-05, eta: 21:17:25, time: 0.507, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5413, decode.acc_seg: 79.5285, aux.loss_ce: 0.2479, aux.acc_seg: 77.6610, loss: 0.7892
2022-08-15 00:54:26,605 - mmseg - INFO - Iter [13050/160000] lr: 5.511e-05, eta: 21:16:50, time: 0.507, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5290, decode.acc_seg: 79.8829, aux.loss_ce: 0.2438, aux.acc_seg: 77.8114, loss: 0.7727
2022-08-15 00:54:52,366 - mmseg - INFO - Iter [13100/160000] lr: 5.509e-05, eta: 21:16:21, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5074, decode.acc_seg: 80.2730, aux.loss_ce: 0.2336, aux.acc_seg: 78.1446, loss: 0.7410
2022-08-15 00:55:18,406 - mmseg - INFO - Iter [13150/160000] lr: 5.507e-05, eta: 21:15:55, time: 0.521, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5158, decode.acc_seg: 80.3827, aux.loss_ce: 0.2372, aux.acc_seg: 78.4039, loss: 0.7531
2022-08-15 00:55:44,030 - mmseg - INFO - Iter [13200/160000] lr: 5.505e-05, eta: 21:15:24, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5481, decode.acc_seg: 79.5016, aux.loss_ce: 0.2493, aux.acc_seg: 77.4484, loss: 0.7974
2022-08-15 00:56:09,756 - mmseg - INFO - Iter [13250/160000] lr: 5.503e-05, eta: 21:14:54, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5480, decode.acc_seg: 79.3822, aux.loss_ce: 0.2509, aux.acc_seg: 77.5172, loss: 0.7989
2022-08-15 00:56:35,622 - mmseg - INFO - Iter [13300/160000] lr: 5.501e-05, eta: 21:14:25, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5324, decode.acc_seg: 79.5584, aux.loss_ce: 0.2459, aux.acc_seg: 77.8551, loss: 0.7783
2022-08-15 00:57:01,841 - mmseg - INFO - Iter [13350/160000] lr: 5.499e-05, eta: 21:14:01, time: 0.525, data_time: 0.008, memory: 16264, decode.loss_ce: 0.4919, decode.acc_seg: 80.7132, aux.loss_ce: 0.2314, aux.acc_seg: 78.0753, loss: 0.7233
2022-08-15 00:57:27,586 - mmseg - INFO - Iter [13400/160000] lr: 5.498e-05, eta: 21:13:32, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5623, decode.acc_seg: 78.8894, aux.loss_ce: 0.2574, aux.acc_seg: 77.0162, loss: 0.8197
2022-08-15 00:57:53,716 - mmseg - INFO - Iter [13450/160000] lr: 5.496e-05, eta: 21:13:06, time: 0.522, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4922, decode.acc_seg: 81.0849, aux.loss_ce: 0.2317, aux.acc_seg: 78.9327, loss: 0.7240
2022-08-15 00:58:19,584 - mmseg - INFO - Iter [13500/160000] lr: 5.494e-05, eta: 21:12:38, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5025, decode.acc_seg: 81.1775, aux.loss_ce: 0.2357, aux.acc_seg: 78.6276, loss: 0.7382
2022-08-15 00:58:45,044 - mmseg - INFO - Iter [13550/160000] lr: 5.492e-05, eta: 21:12:06, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5294, decode.acc_seg: 80.5191, aux.loss_ce: 0.2434, aux.acc_seg: 78.7897, loss: 0.7728
2022-08-15 00:59:10,630 - mmseg - INFO - Iter [13600/160000] lr: 5.490e-05, eta: 21:11:34, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5307, decode.acc_seg: 80.3715, aux.loss_ce: 0.2449, aux.acc_seg: 78.4090, loss: 0.7757
2022-08-15 00:59:36,378 - mmseg - INFO - Iter [13650/160000] lr: 5.488e-05, eta: 21:11:05, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5163, decode.acc_seg: 80.0687, aux.loss_ce: 0.2382, aux.acc_seg: 78.1755, loss: 0.7544
2022-08-15 01:00:01,968 - mmseg - INFO - Iter [13700/160000] lr: 5.486e-05, eta: 21:10:34, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5132, decode.acc_seg: 80.2424, aux.loss_ce: 0.2376, aux.acc_seg: 78.2930, loss: 0.7509
2022-08-15 01:00:27,433 - mmseg - INFO - Iter [13750/160000] lr: 5.484e-05, eta: 21:10:02, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5065, decode.acc_seg: 81.0737, aux.loss_ce: 0.2302, aux.acc_seg: 79.4730, loss: 0.7366
2022-08-15 01:00:53,022 - mmseg - INFO - Iter [13800/160000] lr: 5.483e-05, eta: 21:09:31, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5104, decode.acc_seg: 80.7088, aux.loss_ce: 0.2302, aux.acc_seg: 79.0811, loss: 0.7407
2022-08-15 01:01:18,310 - mmseg - INFO - Iter [13850/160000] lr: 5.481e-05, eta: 21:08:57, time: 0.506, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5219, decode.acc_seg: 80.6675, aux.loss_ce: 0.2372, aux.acc_seg: 78.7402, loss: 0.7591
2022-08-15 01:01:46,019 - mmseg - INFO - Iter [13900/160000] lr: 5.479e-05, eta: 21:08:48, time: 0.554, data_time: 0.053, memory: 16264, decode.loss_ce: 0.5335, decode.acc_seg: 79.9835, aux.loss_ce: 0.2444, aux.acc_seg: 77.8597, loss: 0.7779
2022-08-15 01:02:11,923 - mmseg - INFO - Iter [13950/160000] lr: 5.477e-05, eta: 21:08:20, time: 0.518, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4708, decode.acc_seg: 81.8931, aux.loss_ce: 0.2224, aux.acc_seg: 79.7036, loss: 0.6932
2022-08-15 01:02:37,617 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 01:02:37,617 - mmseg - INFO - Iter [14000/160000] lr: 5.475e-05, eta: 21:07:51, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5298, decode.acc_seg: 80.5201, aux.loss_ce: 0.2428, aux.acc_seg: 78.8205, loss: 0.7727
2022-08-15 01:03:03,119 - mmseg - INFO - Iter [14050/160000] lr: 5.473e-05, eta: 21:07:19, time: 0.510, data_time: 0.008, memory: 16264, decode.loss_ce: 0.4860, decode.acc_seg: 81.8380, aux.loss_ce: 0.2281, aux.acc_seg: 79.3862, loss: 0.7142
2022-08-15 01:03:28,901 - mmseg - INFO - Iter [14100/160000] lr: 5.471e-05, eta: 21:06:50, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5132, decode.acc_seg: 80.9435, aux.loss_ce: 0.2358, aux.acc_seg: 78.8799, loss: 0.7490
2022-08-15 01:03:54,427 - mmseg - INFO - Iter [14150/160000] lr: 5.469e-05, eta: 21:06:19, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5297, decode.acc_seg: 79.2452, aux.loss_ce: 0.2452, aux.acc_seg: 77.4024, loss: 0.7749
2022-08-15 01:04:19,687 - mmseg - INFO - Iter [14200/160000] lr: 5.468e-05, eta: 21:05:44, time: 0.505, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5196, decode.acc_seg: 80.4981, aux.loss_ce: 0.2397, aux.acc_seg: 78.2648, loss: 0.7593
2022-08-15 01:04:45,364 - mmseg - INFO - Iter [14250/160000] lr: 5.466e-05, eta: 21:05:15, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4987, decode.acc_seg: 81.2494, aux.loss_ce: 0.2284, aux.acc_seg: 79.2574, loss: 0.7272
2022-08-15 01:05:11,252 - mmseg - INFO - Iter [14300/160000] lr: 5.464e-05, eta: 21:04:47, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4721, decode.acc_seg: 82.1394, aux.loss_ce: 0.2186, aux.acc_seg: 80.0963, loss: 0.6907
2022-08-15 01:05:36,990 - mmseg - INFO - Iter [14350/160000] lr: 5.462e-05, eta: 21:04:18, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5103, decode.acc_seg: 80.8850, aux.loss_ce: 0.2352, aux.acc_seg: 78.8360, loss: 0.7455
2022-08-15 01:06:02,602 - mmseg - INFO - Iter [14400/160000] lr: 5.460e-05, eta: 21:03:47, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4959, decode.acc_seg: 80.8564, aux.loss_ce: 0.2291, aux.acc_seg: 79.1004, loss: 0.7251
2022-08-15 01:06:28,423 - mmseg - INFO - Iter [14450/160000] lr: 5.458e-05, eta: 21:03:19, time: 0.516, data_time: 0.008, memory: 16264, decode.loss_ce: 0.4902, decode.acc_seg: 81.3998, aux.loss_ce: 0.2280, aux.acc_seg: 79.4125, loss: 0.7182
2022-08-15 01:06:53,866 - mmseg - INFO - Iter [14500/160000] lr: 5.456e-05, eta: 21:02:47, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5221, decode.acc_seg: 79.6673, aux.loss_ce: 0.2431, aux.acc_seg: 77.5663, loss: 0.7651
2022-08-15 01:07:19,479 - mmseg - INFO - Iter [14550/160000] lr: 5.454e-05, eta: 21:02:17, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5243, decode.acc_seg: 79.5827, aux.loss_ce: 0.2358, aux.acc_seg: 77.9264, loss: 0.7601
2022-08-15 01:07:45,090 - mmseg - INFO - Iter [14600/160000] lr: 5.453e-05, eta: 21:01:47, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5086, decode.acc_seg: 80.8637, aux.loss_ce: 0.2349, aux.acc_seg: 79.1972, loss: 0.7435
2022-08-15 01:08:10,818 - mmseg - INFO - Iter [14650/160000] lr: 5.451e-05, eta: 21:01:18, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5059, decode.acc_seg: 80.9817, aux.loss_ce: 0.2332, aux.acc_seg: 78.8429, loss: 0.7392
2022-08-15 01:08:36,611 - mmseg - INFO - Iter [14700/160000] lr: 5.449e-05, eta: 21:00:49, time: 0.516, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5136, decode.acc_seg: 80.5981, aux.loss_ce: 0.2406, aux.acc_seg: 77.9770, loss: 0.7543
2022-08-15 01:09:02,219 - mmseg - INFO - Iter [14750/160000] lr: 5.447e-05, eta: 21:00:19, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5340, decode.acc_seg: 79.9781, aux.loss_ce: 0.2473, aux.acc_seg: 77.7410, loss: 0.7813
2022-08-15 01:09:27,727 - mmseg - INFO - Iter [14800/160000] lr: 5.445e-05, eta: 20:59:48, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5276, decode.acc_seg: 80.4066, aux.loss_ce: 0.2432, aux.acc_seg: 78.4814, loss: 0.7709
2022-08-15 01:09:53,132 - mmseg - INFO - Iter [14850/160000] lr: 5.443e-05, eta: 20:59:15, time: 0.507, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5452, decode.acc_seg: 79.3156, aux.loss_ce: 0.2509, aux.acc_seg: 77.4826, loss: 0.7961
2022-08-15 01:10:18,786 - mmseg - INFO - Iter [14900/160000] lr: 5.441e-05, eta: 20:58:46, time: 0.514, data_time: 0.008, memory: 16264, decode.loss_ce: 0.5386, decode.acc_seg: 79.2943, aux.loss_ce: 0.2431, aux.acc_seg: 77.4396, loss: 0.7817
2022-08-15 01:10:44,742 - mmseg - INFO - Iter [14950/160000] lr: 5.439e-05, eta: 20:58:19, time: 0.519, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5118, decode.acc_seg: 80.0674, aux.loss_ce: 0.2349, aux.acc_seg: 77.8524, loss: 0.7466
2022-08-15 01:11:10,384 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 01:11:10,384 - mmseg - INFO - Iter [15000/160000] lr: 5.438e-05, eta: 20:57:50, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4795, decode.acc_seg: 81.0815, aux.loss_ce: 0.2225, aux.acc_seg: 79.0178, loss: 0.7020
2022-08-15 01:11:35,898 - mmseg - INFO - Iter [15050/160000] lr: 5.436e-05, eta: 20:57:18, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5204, decode.acc_seg: 79.7311, aux.loss_ce: 0.2361, aux.acc_seg: 78.2284, loss: 0.7564
2022-08-15 01:12:01,475 - mmseg - INFO - Iter [15100/160000] lr: 5.434e-05, eta: 20:56:48, time: 0.512, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5302, decode.acc_seg: 79.9422, aux.loss_ce: 0.2463, aux.acc_seg: 77.7910, loss: 0.7764
2022-08-15 01:12:26,858 - mmseg - INFO - Iter [15150/160000] lr: 5.432e-05, eta: 20:56:16, time: 0.508, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5173, decode.acc_seg: 80.6113, aux.loss_ce: 0.2365, aux.acc_seg: 78.7345, loss: 0.7538
2022-08-15 01:12:54,489 - mmseg - INFO - Iter [15200/160000] lr: 5.430e-05, eta: 20:56:06, time: 0.553, data_time: 0.053, memory: 16264, decode.loss_ce: 0.4919, decode.acc_seg: 81.4742, aux.loss_ce: 0.2241, aux.acc_seg: 79.7639, loss: 0.7160
2022-08-15 01:13:20,187 - mmseg - INFO - Iter [15250/160000] lr: 5.428e-05, eta: 20:55:36, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5302, decode.acc_seg: 79.8936, aux.loss_ce: 0.2437, aux.acc_seg: 78.0046, loss: 0.7739
2022-08-15 01:13:45,877 - mmseg - INFO - Iter [15300/160000] lr: 5.426e-05, eta: 20:55:07, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4958, decode.acc_seg: 81.2266, aux.loss_ce: 0.2301, aux.acc_seg: 79.0737, loss: 0.7259
2022-08-15 01:14:11,519 - mmseg - INFO - Iter [15350/160000] lr: 5.424e-05, eta: 20:54:38, time: 0.513, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5193, decode.acc_seg: 80.4975, aux.loss_ce: 0.2372, aux.acc_seg: 78.6623, loss: 0.7565
2022-08-15 01:14:37,051 - mmseg - INFO - Iter [15400/160000] lr: 5.423e-05, eta: 20:54:07, time: 0.510, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4889, decode.acc_seg: 81.1060, aux.loss_ce: 0.2266, aux.acc_seg: 78.7886, loss: 0.7155
2022-08-15 01:15:02,487 - mmseg - INFO - Iter [15450/160000] lr: 5.421e-05, eta: 20:53:36, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5036, decode.acc_seg: 80.9630, aux.loss_ce: 0.2347, aux.acc_seg: 78.9329, loss: 0.7383
2022-08-15 01:15:27,804 - mmseg - INFO - Iter [15500/160000] lr: 5.419e-05, eta: 20:53:03, time: 0.506, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4886, decode.acc_seg: 81.1452, aux.loss_ce: 0.2248, aux.acc_seg: 78.9735, loss: 0.7133
2022-08-15 01:15:53,372 - mmseg - INFO - Iter [15550/160000] lr: 5.417e-05, eta: 20:52:33, time: 0.511, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5044, decode.acc_seg: 80.6871, aux.loss_ce: 0.2351, aux.acc_seg: 78.7902, loss: 0.7394
2022-08-15 01:16:19,542 - mmseg - INFO - Iter [15600/160000] lr: 5.415e-05, eta: 20:52:08, time: 0.524, data_time: 0.008, memory: 16264, decode.loss_ce: 0.4819, decode.acc_seg: 81.5430, aux.loss_ce: 0.2239, aux.acc_seg: 79.5675, loss: 0.7058
2022-08-15 01:16:44,757 - mmseg - INFO - Iter [15650/160000] lr: 5.413e-05, eta: 20:51:35, time: 0.504, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4734, decode.acc_seg: 82.2303, aux.loss_ce: 0.2191, aux.acc_seg: 79.9499, loss: 0.6925
2022-08-15 01:17:10,161 - mmseg - INFO - Iter [15700/160000] lr: 5.411e-05, eta: 20:51:03, time: 0.508, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5145, decode.acc_seg: 79.8958, aux.loss_ce: 0.2353, aux.acc_seg: 78.2238, loss: 0.7498
2022-08-15 01:17:35,581 - mmseg - INFO - Iter [15750/160000] lr: 5.409e-05, eta: 20:50:32, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4972, decode.acc_seg: 81.1534, aux.loss_ce: 0.2299, aux.acc_seg: 79.1903, loss: 0.7271
2022-08-15 01:18:01,031 - mmseg - INFO - Iter [15800/160000] lr: 5.408e-05, eta: 20:50:01, time: 0.509, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4959, decode.acc_seg: 80.8193, aux.loss_ce: 0.2271, aux.acc_seg: 79.0841, loss: 0.7230
2022-08-15 01:18:26,792 - mmseg - INFO - Iter [15850/160000] lr: 5.406e-05, eta: 20:49:33, time: 0.515, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4890, decode.acc_seg: 80.7279, aux.loss_ce: 0.2286, aux.acc_seg: 78.5067, loss: 0.7177
2022-08-15 01:18:52,654 - mmseg - INFO - Iter [15900/160000] lr: 5.404e-05, eta: 20:49:05, time: 0.517, data_time: 0.007, memory: 16264, decode.loss_ce: 0.5115, decode.acc_seg: 80.6250, aux.loss_ce: 0.2379, aux.acc_seg: 77.9737, loss: 0.7494
2022-08-15 01:19:18,339 - mmseg - INFO - Iter [15950/160000] lr: 5.402e-05, eta: 20:48:36, time: 0.514, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4762, decode.acc_seg: 81.5218, aux.loss_ce: 0.2190, aux.acc_seg: 79.7322, loss: 0.6953
2022-08-15 01:19:44,200 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-15 01:19:47,655 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 01:19:47,655 - mmseg - INFO - Iter [16000/160000] lr: 5.400e-05, eta: 20:48:40, time: 0.586, data_time: 0.007, memory: 16264, decode.loss_ce: 0.4891, decode.acc_seg: 81.2895, aux.loss_ce: 0.2281, aux.acc_seg: 79.3018, loss: 0.7172
2022-08-15 01:30:38,838 - mmseg - INFO - per class results:
2022-08-15 01:30:38,845 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.95 | 85.17 |
| building | 80.66 | 93.58 |
| sky | 93.63 | 97.85 |
| floor | 80.21 | 88.08 |
| tree | 72.97 | 86.76 |
| ceiling | 81.52 | 90.74 |
| road | 82.69 | 90.08 |
| bed | 84.81 | 95.48 |
| windowpane | 59.11 | 73.91 |
| grass | 64.97 | 80.08 |
| cabinet | 54.91 | 65.11 |
| sidewalk | 59.67 | 76.28 |
| person | 77.27 | 89.7 |
| earth | 33.88 | 47.02 |
| door | 39.62 | 49.87 |
| table | 50.72 | 63.06 |
| mountain | 51.01 | 66.55 |
| plant | 48.43 | 56.22 |
| curtain | 69.04 | 83.14 |
| chair | 51.39 | 67.41 |
| car | 82.16 | 90.06 |
| water | 50.97 | 64.03 |
| painting | 64.2 | 86.99 |
| sofa | 61.28 | 83.15 |
| shelf | 33.83 | 44.88 |
| house | 39.02 | 44.76 |
| sea | 55.27 | 80.52 |
| mirror | 55.05 | 72.11 |
| rug | 64.58 | 76.84 |
| field | 26.36 | 43.74 |
| armchair | 32.86 | 49.66 |
| seat | 58.33 | 71.21 |
| fence | 47.75 | 60.86 |
| desk | 38.25 | 58.37 |
| rock | 46.45 | 71.25 |
| wardrobe | 45.29 | 70.43 |
| lamp | 54.22 | 71.17 |
| bathtub | 73.61 | 83.4 |
| railing | 36.23 | 57.26 |
| cushion | 50.42 | 65.29 |
| base | 24.32 | 63.26 |
| box | 18.72 | 21.5 |
| column | 41.19 | 57.84 |
| signboard | 31.74 | 38.85 |
| chest of drawers | 33.21 | 67.09 |
| counter | 30.96 | 37.45 |
| sand | 34.19 | 51.93 |
| sink | 64.51 | 74.95 |
| skyscraper | 39.06 | 43.57 |
| fireplace | 67.88 | 88.22 |
| refrigerator | 67.73 | 82.17 |
| grandstand | 40.92 | 75.64 |
| path | 24.05 | 38.73 |
| stairs | 28.05 | 32.7 |
| runway | 66.24 | 90.77 |
| case | 52.89 | 73.69 |
| pool table | 91.16 | 96.11 |
| pillow | 52.01 | 63.1 |
| screen door | 53.62 | 65.97 |
| stairway | 35.66 | 38.11 |
| river | 18.33 | 44.32 |
| bridge | 51.31 | 82.43 |
| bookcase | 31.59 | 67.04 |
| blind | 38.96 | 48.5 |
| coffee table | 45.91 | 80.03 |
| toilet | 77.5 | 88.86 |
| flower | 35.15 | 55.73 |
| book | 41.14 | 55.18 |
| hill | 5.75 | 9.52 |
| bench | 43.79 | 49.78 |
| countertop | 54.01 | 70.46 |
| stove | 63.69 | 83.95 |
| palm | 45.94 | 60.14 |
| kitchen island | 27.89 | 58.18 |
| computer | 71.88 | 87.14 |
| swivel chair | 42.73 | 54.84 |
| boat | 52.77 | 89.08 |
| bar | 47.58 | 66.9 |
| arcade machine | 58.27 | 78.94 |
| hovel | 56.81 | 65.83 |
| bus | 84.85 | 94.65 |
| towel | 61.68 | 76.31 |
| light | 49.41 | 62.28 |
| truck | 25.4 | 41.4 |
| tower | 9.07 | 15.37 |
| chandelier | 60.7 | 76.46 |
| awning | 22.33 | 30.11 |
| streetlight | 21.11 | 26.79 |
| booth | 25.39 | 39.08 |
| television receiver | 66.06 | 83.19 |
| airplane | 52.13 | 63.19 |
| dirt track | 0.0 | 0.0 |
| apparel | 36.71 | 50.03 |
| pole | 19.14 | 24.67 |
| land | 7.67 | 8.34 |
| bannister | 10.47 | 15.49 |
| escalator | 52.46 | 74.23 |
| ottoman | 44.87 | 58.54 |
| bottle | 33.55 | 53.04 |
| buffet | 48.54 | 69.43 |
| poster | 17.45 | 19.95 |
| stage | 13.18 | 21.68 |
| van | 34.79 | 41.4 |
| ship | 71.05 | 87.42 |
| fountain | 15.58 | 15.58 |
| conveyer belt | 68.15 | 96.41 |
| canopy | 30.8 | 43.28 |
| washer | 57.58 | 73.74 |
| plaything | 19.49 | 51.93 |
| swimming pool | 28.57 | 55.81 |
| stool | 31.82 | 47.45 |
| barrel | 32.21 | 65.12 |
| basket | 20.62 | 29.79 |
| waterfall | 75.09 | 92.85 |
| tent | 94.61 | 98.38 |
| bag | 4.63 | 4.87 |
| minibike | 64.12 | 87.11 |
| cradle | 73.57 | 88.88 |
| oven | 5.94 | 13.32 |
| ball | 39.54 | 48.25 |
| food | 34.93 | 36.64 |
| step | 2.05 | 2.11 |
| tank | 45.6 | 62.0 |
| trade name | 26.55 | 31.84 |
| microwave | 36.41 | 43.06 |
| pot | 27.34 | 31.57 |
| animal | 54.86 | 57.33 |
| bicycle | 52.59 | 71.33 |
| lake | 0.0 | 0.0 |
| dishwasher | 41.69 | 46.24 |
| screen | 75.87 | 89.75 |
| blanket | 6.1 | 6.63 |
| sculpture | 42.8 | 61.04 |
| hood | 40.94 | 44.18 |
| sconce | 25.44 | 29.03 |
| vase | 29.2 | 41.67 |
| traffic light | 23.02 | 34.82 |
| tray | 0.31 | 0.32 |
| ashcan | 33.82 | 45.34 |
| fan | 53.91 | 75.12 |
| pier | 68.69 | 72.44 |
| crt screen | 3.94 | 7.67 |
| plate | 50.94 | 65.53 |
| monitor | 21.58 | 31.49 |
| bulletin board | 43.96 | 47.83 |
| shower | 0.0 | 0.0 |
| radiator | 54.6 | 71.61 |
| glass | 8.71 | 8.96 |
| clock | 35.51 | 50.64 |
| flag | 55.62 | 63.12 |
+---------------------+-------+-------+
2022-08-15 01:30:38,845 - mmseg - INFO - Summary:
2022-08-15 01:30:38,845 - mmseg - INFO -
+-------+-------+-------+
| aAcc | mIoU | mAcc |
+-------+-------+-------+
| 80.74 | 44.42 | 57.77 |
+-------+-------+-------+
2022-08-15 01:30:38,856 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 01:30:38,857 - mmseg - INFO - Iter(val) [250] aAcc: 0.8074, mIoU: 0.4442, mAcc: 0.5777, IoU.wall: 0.7395, IoU.building: 0.8066, IoU.sky: 0.9363, IoU.floor: 0.8021, IoU.tree: 0.7297, IoU.ceiling: 0.8152, IoU.road: 0.8269, IoU.bed : 0.8481, IoU.windowpane: 0.5911, IoU.grass: 0.6497, IoU.cabinet: 0.5491, IoU.sidewalk: 0.5967, IoU.person: 0.7727, IoU.earth: 0.3388, IoU.door: 0.3962, IoU.table: 0.5072, IoU.mountain: 0.5101, IoU.plant: 0.4843, IoU.curtain: 0.6904, IoU.chair: 0.5139, IoU.car: 0.8216, IoU.water: 0.5097, IoU.painting: 0.6420, IoU.sofa: 0.6128, IoU.shelf: 0.3383, IoU.house: 0.3902, IoU.sea: 0.5527, IoU.mirror: 0.5505, IoU.rug: 0.6458, IoU.field: 0.2636, IoU.armchair: 0.3286, IoU.seat: 0.5833, IoU.fence: 0.4775, IoU.desk: 0.3825, IoU.rock: 0.4645, IoU.wardrobe: 0.4529, IoU.lamp: 0.5422, IoU.bathtub: 0.7361, IoU.railing: 0.3623, IoU.cushion: 0.5042, IoU.base: 0.2432, IoU.box: 0.1872, IoU.column: 0.4119, IoU.signboard: 0.3174, IoU.chest of drawers: 0.3321, IoU.counter: 0.3096, IoU.sand: 0.3419, IoU.sink: 0.6451, IoU.skyscraper: 0.3906, IoU.fireplace: 0.6788, IoU.refrigerator: 0.6773, IoU.grandstand: 0.4092, IoU.path: 0.2405, IoU.stairs: 0.2805, IoU.runway: 0.6624, IoU.case: 0.5289, IoU.pool table: 0.9116, IoU.pillow: 0.5201, IoU.screen door: 0.5362, IoU.stairway: 0.3566, IoU.river: 0.1833, IoU.bridge: 0.5131, IoU.bookcase: 0.3159, IoU.blind: 0.3896, IoU.coffee table: 0.4591, IoU.toilet: 0.7750, IoU.flower: 0.3515, IoU.book: 0.4114, IoU.hill: 0.0575, IoU.bench: 0.4379, IoU.countertop: 0.5401, IoU.stove: 0.6369, IoU.palm: 0.4594, IoU.kitchen island: 0.2789, IoU.computer: 0.7188, IoU.swivel chair: 0.4273, IoU.boat: 0.5277, IoU.bar: 0.4758, IoU.arcade machine: 0.5827, IoU.hovel: 0.5681, IoU.bus: 0.8485, IoU.towel: 0.6168, IoU.light: 0.4941, IoU.truck: 0.2540, IoU.tower: 0.0907, IoU.chandelier: 0.6070, IoU.awning: 0.2233, IoU.streetlight: 0.2111, IoU.booth: 0.2539, IoU.television receiver: 0.6606, IoU.airplane: 0.5213, IoU.dirt track: 0.0000, IoU.apparel: 0.3671, IoU.pole: 0.1914, IoU.land: 0.0767, IoU.bannister: 0.1047, IoU.escalator: 0.5246, IoU.ottoman: 0.4487, IoU.bottle: 0.3355, IoU.buffet: 0.4854, IoU.poster: 0.1745, IoU.stage: 0.1318, IoU.van: 0.3479, IoU.ship: 0.7105, IoU.fountain: 0.1558, IoU.conveyer belt: 0.6815, IoU.canopy: 0.3080, IoU.washer: 0.5758, IoU.plaything: 0.1949, IoU.swimming pool: 0.2857, IoU.stool: 0.3182, IoU.barrel: 0.3221, IoU.basket: 0.2062, IoU.waterfall: 0.7509, IoU.tent: 0.9461, IoU.bag: 0.0463, IoU.minibike: 0.6412, IoU.cradle: 0.7357, IoU.oven: 0.0594, IoU.ball: 0.3954, IoU.food: 0.3493, IoU.step: 0.0205, IoU.tank: 0.4560, IoU.trade name: 0.2655, IoU.microwave: 0.3641, IoU.pot: 0.2734, IoU.animal: 0.5486, IoU.bicycle: 0.5259, IoU.lake: 0.0000, IoU.dishwasher: 0.4169, IoU.screen: 0.7587, IoU.blanket: 0.0610, IoU.sculpture: 0.4280, IoU.hood: 0.4094, IoU.sconce: 0.2544, IoU.vase: 0.2920, IoU.traffic light: 0.2302, IoU.tray: 0.0031, IoU.ashcan: 0.3382, IoU.fan: 0.5391, IoU.pier: 0.6869, IoU.crt screen: 0.0394, IoU.plate: 0.5094, IoU.monitor: 0.2158, IoU.bulletin board: 0.4396, IoU.shower: 0.0000, IoU.radiator: 0.5460, IoU.glass: 0.0871, IoU.clock: 0.3551, IoU.flag: 0.5562, Acc.wall: 0.8517, Acc.building: 0.9358, Acc.sky: 0.9785, Acc.floor: 0.8808, Acc.tree: 0.8676, Acc.ceiling: 0.9074, Acc.road: 0.9008, Acc.bed : 0.9548, Acc.windowpane: 0.7391, Acc.grass: 0.8008, Acc.cabinet: 0.6511, Acc.sidewalk: 0.7628, Acc.person: 0.8970, Acc.earth: 0.4702, Acc.door: 0.4987, Acc.table: 0.6306, Acc.mountain: 0.6655, Acc.plant: 0.5622, Acc.curtain: 0.8314, Acc.chair: 0.6741, Acc.car: 0.9006, Acc.water: 0.6403, Acc.painting: 0.8699, Acc.sofa: 0.8315, Acc.shelf: 0.4488, Acc.house: 0.4476, Acc.sea: 0.8052, Acc.mirror: 0.7211, Acc.rug: 0.7684, Acc.field: 0.4374, Acc.armchair: 0.4966, Acc.seat: 0.7121, Acc.fence: 0.6086, Acc.desk: 0.5837, Acc.rock: 0.7125, Acc.wardrobe: 0.7043, Acc.lamp: 0.7117, Acc.bathtub: 0.8340, Acc.railing: 0.5726, Acc.cushion: 0.6529, Acc.base: 0.6326, Acc.box: 0.2150, Acc.column: 0.5784, Acc.signboard: 0.3885, Acc.chest of drawers: 0.6709, Acc.counter: 0.3745, Acc.sand: 0.5193, Acc.sink: 0.7495, Acc.skyscraper: 0.4357, Acc.fireplace: 0.8822, Acc.refrigerator: 0.8217, Acc.grandstand: 0.7564, Acc.path: 0.3873, Acc.stairs: 0.3270, Acc.runway: 0.9077, Acc.case: 0.7369, Acc.pool table: 0.9611, Acc.pillow: 0.6310, Acc.screen door: 0.6597, Acc.stairway: 0.3811, Acc.river: 0.4432, Acc.bridge: 0.8243, Acc.bookcase: 0.6704, Acc.blind: 0.4850, Acc.coffee table: 0.8003, Acc.toilet: 0.8886, Acc.flower: 0.5573, Acc.book: 0.5518, Acc.hill: 0.0952, Acc.bench: 0.4978, Acc.countertop: 0.7046, Acc.stove: 0.8395, Acc.palm: 0.6014, Acc.kitchen island: 0.5818, Acc.computer: 0.8714, Acc.swivel chair: 0.5484, Acc.boat: 0.8908, Acc.bar: 0.6690, Acc.arcade machine: 0.7894, Acc.hovel: 0.6583, Acc.bus: 0.9465, Acc.towel: 0.7631, Acc.light: 0.6228, Acc.truck: 0.4140, Acc.tower: 0.1537, Acc.chandelier: 0.7646, Acc.awning: 0.3011, Acc.streetlight: 0.2679, Acc.booth: 0.3908, Acc.television receiver: 0.8319, Acc.airplane: 0.6319, Acc.dirt track: 0.0000, Acc.apparel: 0.5003, Acc.pole: 0.2467, Acc.land: 0.0834, Acc.bannister: 0.1549, Acc.escalator: 0.7423, Acc.ottoman: 0.5854, Acc.bottle: 0.5304, Acc.buffet: 0.6943, Acc.poster: 0.1995, Acc.stage: 0.2168, Acc.van: 0.4140, Acc.ship: 0.8742, Acc.fountain: 0.1558, Acc.conveyer belt: 0.9641, Acc.canopy: 0.4328, Acc.washer: 0.7374, Acc.plaything: 0.5193, Acc.swimming pool: 0.5581, Acc.stool: 0.4745, Acc.barrel: 0.6512, Acc.basket: 0.2979, Acc.waterfall: 0.9285, Acc.tent: 0.9838, Acc.bag: 0.0487, Acc.minibike: 0.8711, Acc.cradle: 0.8888, Acc.oven: 0.1332, Acc.ball: 0.4825, Acc.food: 0.3664, Acc.step: 0.0211, Acc.tank: 0.6200, Acc.trade name: 0.3184, Acc.microwave: 0.4306, Acc.pot: 0.3157, Acc.animal: 0.5733, Acc.bicycle: 0.7133, Acc.lake: 0.0000, Acc.dishwasher: 0.4624, Acc.screen: 0.8975, Acc.blanket: 0.0663, Acc.sculpture: 0.6104, Acc.hood: 0.4418, Acc.sconce: 0.2903, Acc.vase: 0.4167, Acc.traffic light: 0.3482, Acc.tray: 0.0032, Acc.ashcan: 0.4534, Acc.fan: 0.7512, Acc.pier: 0.7244, Acc.crt screen: 0.0767, Acc.plate: 0.6553, Acc.monitor: 0.3149, Acc.bulletin board: 0.4783, Acc.shower: 0.0000, Acc.radiator: 0.7161, Acc.glass: 0.0896, Acc.clock: 0.5064, Acc.flag: 0.6312
2022-08-15 01:31:04,581 - mmseg - INFO - Iter [16050/160000] lr: 5.398e-05, eta: 22:25:32, time: 13.538, data_time: 13.030, memory: 26680, decode.loss_ce: 0.4822, decode.acc_seg: 81.1301, aux.loss_ce: 0.2277, aux.acc_seg: 79.4649, loss: 0.7099
2022-08-15 01:31:30,192 - mmseg - INFO - Iter [16100/160000] lr: 5.396e-05, eta: 22:24:42, time: 0.512, data_time: 0.006, memory: 26680, decode.loss_ce: 0.5099, decode.acc_seg: 80.4493, aux.loss_ce: 0.2331, aux.acc_seg: 78.6110, loss: 0.7430
2022-08-15 01:31:55,986 - mmseg - INFO - Iter [16150/160000] lr: 5.394e-05, eta: 22:23:54, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5502, decode.acc_seg: 79.2586, aux.loss_ce: 0.2507, aux.acc_seg: 77.4192, loss: 0.8009
2022-08-15 01:32:21,707 - mmseg - INFO - Iter [16200/160000] lr: 5.393e-05, eta: 22:23:06, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5046, decode.acc_seg: 80.2761, aux.loss_ce: 0.2352, aux.acc_seg: 78.3641, loss: 0.7398
2022-08-15 01:32:46,931 - mmseg - INFO - Iter [16250/160000] lr: 5.391e-05, eta: 22:22:13, time: 0.505, data_time: 0.006, memory: 26680, decode.loss_ce: 0.5211, decode.acc_seg: 80.1543, aux.loss_ce: 0.2372, aux.acc_seg: 78.2565, loss: 0.7583
2022-08-15 01:33:12,668 - mmseg - INFO - Iter [16300/160000] lr: 5.389e-05, eta: 22:21:25, time: 0.515, data_time: 0.006, memory: 26680, decode.loss_ce: 0.5140, decode.acc_seg: 80.5736, aux.loss_ce: 0.2300, aux.acc_seg: 79.4090, loss: 0.7440
2022-08-15 01:33:38,646 - mmseg - INFO - Iter [16350/160000] lr: 5.387e-05, eta: 22:20:39, time: 0.519, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4975, decode.acc_seg: 80.0431, aux.loss_ce: 0.2290, aux.acc_seg: 77.8776, loss: 0.7265
2022-08-15 01:34:04,285 - mmseg - INFO - Iter [16400/160000] lr: 5.385e-05, eta: 22:19:50, time: 0.513, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4918, decode.acc_seg: 80.7753, aux.loss_ce: 0.2268, aux.acc_seg: 78.9280, loss: 0.7186
2022-08-15 01:34:32,680 - mmseg - INFO - Iter [16450/160000] lr: 5.383e-05, eta: 22:19:26, time: 0.568, data_time: 0.053, memory: 26680, decode.loss_ce: 0.4660, decode.acc_seg: 81.8564, aux.loss_ce: 0.2142, aux.acc_seg: 80.0323, loss: 0.6803
2022-08-15 01:34:58,110 - mmseg - INFO - Iter [16500/160000] lr: 5.381e-05, eta: 22:18:36, time: 0.509, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4582, decode.acc_seg: 82.8088, aux.loss_ce: 0.2168, aux.acc_seg: 80.3736, loss: 0.6749
2022-08-15 01:35:23,943 - mmseg - INFO - Iter [16550/160000] lr: 5.379e-05, eta: 22:17:49, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4940, decode.acc_seg: 81.2289, aux.loss_ce: 0.2271, aux.acc_seg: 79.0543, loss: 0.7210
2022-08-15 01:35:49,445 - mmseg - INFO - Iter [16600/160000] lr: 5.378e-05, eta: 22:17:00, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5064, decode.acc_seg: 80.2982, aux.loss_ce: 0.2379, aux.acc_seg: 77.9166, loss: 0.7443
2022-08-15 01:36:15,042 - mmseg - INFO - Iter [16650/160000] lr: 5.376e-05, eta: 22:16:11, time: 0.512, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4570, decode.acc_seg: 82.4793, aux.loss_ce: 0.2144, aux.acc_seg: 80.3675, loss: 0.6714
2022-08-15 01:36:40,465 - mmseg - INFO - Iter [16700/160000] lr: 5.374e-05, eta: 22:15:21, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4811, decode.acc_seg: 81.0707, aux.loss_ce: 0.2259, aux.acc_seg: 78.6195, loss: 0.7070
2022-08-15 01:37:06,085 - mmseg - INFO - Iter [16750/160000] lr: 5.372e-05, eta: 22:14:34, time: 0.512, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4679, decode.acc_seg: 82.3459, aux.loss_ce: 0.2199, aux.acc_seg: 80.6464, loss: 0.6879
2022-08-15 01:37:31,623 - mmseg - INFO - Iter [16800/160000] lr: 5.370e-05, eta: 22:13:45, time: 0.511, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4775, decode.acc_seg: 82.0233, aux.loss_ce: 0.2185, aux.acc_seg: 80.1586, loss: 0.6960
2022-08-15 01:37:57,013 - mmseg - INFO - Iter [16850/160000] lr: 5.368e-05, eta: 22:12:55, time: 0.508, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4848, decode.acc_seg: 81.9122, aux.loss_ce: 0.2270, aux.acc_seg: 79.6163, loss: 0.7118
2022-08-15 01:38:22,392 - mmseg - INFO - Iter [16900/160000] lr: 5.366e-05, eta: 22:12:06, time: 0.507, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4391, decode.acc_seg: 82.8407, aux.loss_ce: 0.2060, aux.acc_seg: 80.9920, loss: 0.6450
2022-08-15 01:38:47,798 - mmseg - INFO - Iter [16950/160000] lr: 5.364e-05, eta: 22:11:17, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5034, decode.acc_seg: 80.6111, aux.loss_ce: 0.2334, aux.acc_seg: 78.5234, loss: 0.7367
2022-08-15 01:39:13,426 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 01:39:13,426 - mmseg - INFO - Iter [17000/160000] lr: 5.363e-05, eta: 22:10:29, time: 0.513, data_time: 0.006, memory: 26680, decode.loss_ce: 0.5033, decode.acc_seg: 80.7075, aux.loss_ce: 0.2331, aux.acc_seg: 78.4982, loss: 0.7364
2022-08-15 01:39:39,122 - mmseg - INFO - Iter [17050/160000] lr: 5.361e-05, eta: 22:09:43, time: 0.514, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4772, decode.acc_seg: 81.6171, aux.loss_ce: 0.2221, aux.acc_seg: 79.7079, loss: 0.6993
2022-08-15 01:40:04,743 - mmseg - INFO - Iter [17100/160000] lr: 5.359e-05, eta: 22:08:56, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5009, decode.acc_seg: 80.9759, aux.loss_ce: 0.2297, aux.acc_seg: 79.3637, loss: 0.7306
2022-08-15 01:40:30,191 - mmseg - INFO - Iter [17150/160000] lr: 5.357e-05, eta: 22:08:08, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4938, decode.acc_seg: 80.8540, aux.loss_ce: 0.2277, aux.acc_seg: 79.3806, loss: 0.7215
2022-08-15 01:40:55,563 - mmseg - INFO - Iter [17200/160000] lr: 5.355e-05, eta: 22:07:19, time: 0.507, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5286, decode.acc_seg: 80.0134, aux.loss_ce: 0.2447, aux.acc_seg: 77.8073, loss: 0.7733
2022-08-15 01:41:21,118 - mmseg - INFO - Iter [17250/160000] lr: 5.353e-05, eta: 22:06:32, time: 0.511, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4846, decode.acc_seg: 81.6633, aux.loss_ce: 0.2255, aux.acc_seg: 79.6181, loss: 0.7101
2022-08-15 01:41:46,791 - mmseg - INFO - Iter [17300/160000] lr: 5.351e-05, eta: 22:05:46, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4966, decode.acc_seg: 80.9049, aux.loss_ce: 0.2285, aux.acc_seg: 79.2081, loss: 0.7250
2022-08-15 01:42:12,639 - mmseg - INFO - Iter [17350/160000] lr: 5.349e-05, eta: 22:05:01, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5084, decode.acc_seg: 80.6912, aux.loss_ce: 0.2338, aux.acc_seg: 78.8750, loss: 0.7422
2022-08-15 01:42:38,144 - mmseg - INFO - Iter [17400/160000] lr: 5.348e-05, eta: 22:04:14, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4914, decode.acc_seg: 80.8654, aux.loss_ce: 0.2263, aux.acc_seg: 79.2030, loss: 0.7177
2022-08-15 01:43:04,202 - mmseg - INFO - Iter [17450/160000] lr: 5.346e-05, eta: 22:03:31, time: 0.521, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4672, decode.acc_seg: 81.7329, aux.loss_ce: 0.2185, aux.acc_seg: 79.8840, loss: 0.6857
2022-08-15 01:43:29,995 - mmseg - INFO - Iter [17500/160000] lr: 5.344e-05, eta: 22:02:47, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4473, decode.acc_seg: 82.4386, aux.loss_ce: 0.2092, aux.acc_seg: 80.4798, loss: 0.6565
2022-08-15 01:43:55,554 - mmseg - INFO - Iter [17550/160000] lr: 5.342e-05, eta: 22:02:00, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5277, decode.acc_seg: 79.9394, aux.loss_ce: 0.2407, aux.acc_seg: 78.1531, loss: 0.7684
2022-08-15 01:44:21,550 - mmseg - INFO - Iter [17600/160000] lr: 5.340e-05, eta: 22:01:17, time: 0.520, data_time: 0.006, memory: 26680, decode.loss_ce: 0.5171, decode.acc_seg: 79.8429, aux.loss_ce: 0.2347, aux.acc_seg: 78.2110, loss: 0.7518
2022-08-15 01:44:47,260 - mmseg - INFO - Iter [17650/160000] lr: 5.338e-05, eta: 22:00:32, time: 0.514, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4975, decode.acc_seg: 80.8489, aux.loss_ce: 0.2300, aux.acc_seg: 78.9881, loss: 0.7275
2022-08-15 01:45:15,143 - mmseg - INFO - Iter [17700/160000] lr: 5.336e-05, eta: 22:00:05, time: 0.558, data_time: 0.051, memory: 26680, decode.loss_ce: 0.4909, decode.acc_seg: 81.2220, aux.loss_ce: 0.2302, aux.acc_seg: 78.9524, loss: 0.7210
2022-08-15 01:45:40,733 - mmseg - INFO - Iter [17750/160000] lr: 5.334e-05, eta: 21:59:19, time: 0.512, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4824, decode.acc_seg: 81.3933, aux.loss_ce: 0.2242, aux.acc_seg: 79.3624, loss: 0.7066
2022-08-15 01:46:06,073 - mmseg - INFO - Iter [17800/160000] lr: 5.333e-05, eta: 21:58:32, time: 0.507, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4713, decode.acc_seg: 82.1467, aux.loss_ce: 0.2221, aux.acc_seg: 79.8537, loss: 0.6934
2022-08-15 01:46:32,017 - mmseg - INFO - Iter [17850/160000] lr: 5.331e-05, eta: 21:57:49, time: 0.519, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4498, decode.acc_seg: 82.8136, aux.loss_ce: 0.2124, aux.acc_seg: 80.4407, loss: 0.6622
2022-08-15 01:46:57,283 - mmseg - INFO - Iter [17900/160000] lr: 5.329e-05, eta: 21:57:01, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4890, decode.acc_seg: 81.1942, aux.loss_ce: 0.2235, aux.acc_seg: 79.7096, loss: 0.7125
2022-08-15 01:47:22,964 - mmseg - INFO - Iter [17950/160000] lr: 5.327e-05, eta: 21:56:16, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4537, decode.acc_seg: 82.1520, aux.loss_ce: 0.2151, aux.acc_seg: 79.9421, loss: 0.6688
2022-08-15 01:47:48,651 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 01:47:48,652 - mmseg - INFO - Iter [18000/160000] lr: 5.325e-05, eta: 21:55:32, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5038, decode.acc_seg: 81.3504, aux.loss_ce: 0.2341, aux.acc_seg: 78.9588, loss: 0.7380
2022-08-15 01:48:14,084 - mmseg - INFO - Iter [18050/160000] lr: 5.323e-05, eta: 21:54:45, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4884, decode.acc_seg: 80.9788, aux.loss_ce: 0.2245, aux.acc_seg: 79.3074, loss: 0.7129
2022-08-15 01:48:39,607 - mmseg - INFO - Iter [18100/160000] lr: 5.321e-05, eta: 21:54:00, time: 0.510, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4706, decode.acc_seg: 81.7419, aux.loss_ce: 0.2213, aux.acc_seg: 79.6838, loss: 0.6919
2022-08-15 01:49:05,279 - mmseg - INFO - Iter [18150/160000] lr: 5.319e-05, eta: 21:53:15, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4850, decode.acc_seg: 80.9609, aux.loss_ce: 0.2243, aux.acc_seg: 78.9376, loss: 0.7093
2022-08-15 01:49:31,207 - mmseg - INFO - Iter [18200/160000] lr: 5.318e-05, eta: 21:52:33, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4766, decode.acc_seg: 81.7289, aux.loss_ce: 0.2243, aux.acc_seg: 79.1855, loss: 0.7009
2022-08-15 01:49:56,766 - mmseg - INFO - Iter [18250/160000] lr: 5.316e-05, eta: 21:51:48, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4924, decode.acc_seg: 80.8450, aux.loss_ce: 0.2298, aux.acc_seg: 78.7878, loss: 0.7223
2022-08-15 01:50:22,259 - mmseg - INFO - Iter [18300/160000] lr: 5.314e-05, eta: 21:51:03, time: 0.510, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4726, decode.acc_seg: 81.2957, aux.loss_ce: 0.2195, aux.acc_seg: 79.4363, loss: 0.6921
2022-08-15 01:50:48,166 - mmseg - INFO - Iter [18350/160000] lr: 5.312e-05, eta: 21:50:21, time: 0.518, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4624, decode.acc_seg: 82.2141, aux.loss_ce: 0.2164, aux.acc_seg: 80.0166, loss: 0.6789
2022-08-15 01:51:13,718 - mmseg - INFO - Iter [18400/160000] lr: 5.310e-05, eta: 21:49:36, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4527, decode.acc_seg: 82.3457, aux.loss_ce: 0.2094, aux.acc_seg: 80.5381, loss: 0.6621
2022-08-15 01:51:39,282 - mmseg - INFO - Iter [18450/160000] lr: 5.308e-05, eta: 21:48:52, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4398, decode.acc_seg: 82.7396, aux.loss_ce: 0.2063, aux.acc_seg: 80.6960, loss: 0.6461
2022-08-15 01:52:04,678 - mmseg - INFO - Iter [18500/160000] lr: 5.306e-05, eta: 21:48:06, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4765, decode.acc_seg: 81.1643, aux.loss_ce: 0.2214, aux.acc_seg: 79.5540, loss: 0.6979
2022-08-15 01:52:30,244 - mmseg - INFO - Iter [18550/160000] lr: 5.304e-05, eta: 21:47:22, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4616, decode.acc_seg: 82.0129, aux.loss_ce: 0.2152, aux.acc_seg: 79.6932, loss: 0.6769
2022-08-15 01:52:56,190 - mmseg - INFO - Iter [18600/160000] lr: 5.303e-05, eta: 21:46:41, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.5217, decode.acc_seg: 80.3637, aux.loss_ce: 0.2430, aux.acc_seg: 78.0176, loss: 0.7647
2022-08-15 01:53:21,437 - mmseg - INFO - Iter [18650/160000] lr: 5.301e-05, eta: 21:45:54, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4980, decode.acc_seg: 81.1110, aux.loss_ce: 0.2285, aux.acc_seg: 79.4957, loss: 0.7265
2022-08-15 01:53:46,971 - mmseg - INFO - Iter [18700/160000] lr: 5.299e-05, eta: 21:45:10, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4612, decode.acc_seg: 82.0230, aux.loss_ce: 0.2108, aux.acc_seg: 80.3350, loss: 0.6719
2022-08-15 01:54:12,705 - mmseg - INFO - Iter [18750/160000] lr: 5.297e-05, eta: 21:44:27, time: 0.514, data_time: 0.006, memory: 26680, decode.loss_ce: 0.5244, decode.acc_seg: 80.3488, aux.loss_ce: 0.2462, aux.acc_seg: 77.9197, loss: 0.7707
2022-08-15 01:54:38,815 - mmseg - INFO - Iter [18800/160000] lr: 5.295e-05, eta: 21:43:48, time: 0.522, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4708, decode.acc_seg: 81.3857, aux.loss_ce: 0.2166, aux.acc_seg: 79.4892, loss: 0.6874
2022-08-15 01:55:04,531 - mmseg - INFO - Iter [18850/160000] lr: 5.293e-05, eta: 21:43:05, time: 0.515, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4618, decode.acc_seg: 81.5588, aux.loss_ce: 0.2177, aux.acc_seg: 79.5225, loss: 0.6795
2022-08-15 01:55:30,412 - mmseg - INFO - Iter [18900/160000] lr: 5.291e-05, eta: 21:42:24, time: 0.518, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4705, decode.acc_seg: 82.0800, aux.loss_ce: 0.2176, aux.acc_seg: 79.8126, loss: 0.6881
2022-08-15 01:55:58,361 - mmseg - INFO - Iter [18950/160000] lr: 5.289e-05, eta: 21:41:58, time: 0.559, data_time: 0.051, memory: 26680, decode.loss_ce: 0.4912, decode.acc_seg: 81.3010, aux.loss_ce: 0.2286, aux.acc_seg: 78.8873, loss: 0.7198
2022-08-15 01:56:23,683 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 01:56:23,683 - mmseg - INFO - Iter [19000/160000] lr: 5.288e-05, eta: 21:41:13, time: 0.507, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4881, decode.acc_seg: 81.2929, aux.loss_ce: 0.2290, aux.acc_seg: 79.1978, loss: 0.7171
2022-08-15 01:56:49,207 - mmseg - INFO - Iter [19050/160000] lr: 5.286e-05, eta: 21:40:29, time: 0.510, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4371, decode.acc_seg: 83.1218, aux.loss_ce: 0.2009, aux.acc_seg: 81.3624, loss: 0.6380
2022-08-15 01:57:14,497 - mmseg - INFO - Iter [19100/160000] lr: 5.284e-05, eta: 21:39:44, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4755, decode.acc_seg: 81.3821, aux.loss_ce: 0.2192, aux.acc_seg: 79.5655, loss: 0.6946
2022-08-15 01:57:40,137 - mmseg - INFO - Iter [19150/160000] lr: 5.282e-05, eta: 21:39:01, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4396, decode.acc_seg: 83.0921, aux.loss_ce: 0.2043, aux.acc_seg: 80.7753, loss: 0.6439
2022-08-15 01:58:05,769 - mmseg - INFO - Iter [19200/160000] lr: 5.280e-05, eta: 21:38:19, time: 0.513, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4585, decode.acc_seg: 82.5223, aux.loss_ce: 0.2141, aux.acc_seg: 80.6038, loss: 0.6726
2022-08-15 01:58:32,194 - mmseg - INFO - Iter [19250/160000] lr: 5.278e-05, eta: 21:37:42, time: 0.528, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4720, decode.acc_seg: 81.9741, aux.loss_ce: 0.2184, aux.acc_seg: 80.2471, loss: 0.6904
2022-08-15 01:58:57,788 - mmseg - INFO - Iter [19300/160000] lr: 5.276e-05, eta: 21:36:59, time: 0.512, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4386, decode.acc_seg: 82.8038, aux.loss_ce: 0.2092, aux.acc_seg: 80.8107, loss: 0.6478
2022-08-15 01:59:23,912 - mmseg - INFO - Iter [19350/160000] lr: 5.274e-05, eta: 21:36:20, time: 0.522, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4605, decode.acc_seg: 82.2346, aux.loss_ce: 0.2134, aux.acc_seg: 80.5441, loss: 0.6738
2022-08-15 01:59:50,176 - mmseg - INFO - Iter [19400/160000] lr: 5.273e-05, eta: 21:35:43, time: 0.525, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4638, decode.acc_seg: 81.9451, aux.loss_ce: 0.2230, aux.acc_seg: 79.3117, loss: 0.6868
2022-08-15 02:00:15,865 - mmseg - INFO - Iter [19450/160000] lr: 5.271e-05, eta: 21:35:01, time: 0.514, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4637, decode.acc_seg: 81.9552, aux.loss_ce: 0.2190, aux.acc_seg: 79.8993, loss: 0.6827
2022-08-15 02:00:41,635 - mmseg - INFO - Iter [19500/160000] lr: 5.269e-05, eta: 21:34:20, time: 0.515, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4711, decode.acc_seg: 82.1289, aux.loss_ce: 0.2189, aux.acc_seg: 80.2606, loss: 0.6900
2022-08-15 02:01:07,189 - mmseg - INFO - Iter [19550/160000] lr: 5.267e-05, eta: 21:33:37, time: 0.511, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4534, decode.acc_seg: 82.4354, aux.loss_ce: 0.2175, aux.acc_seg: 79.9586, loss: 0.6709
2022-08-15 02:01:32,714 - mmseg - INFO - Iter [19600/160000] lr: 5.265e-05, eta: 21:32:54, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4853, decode.acc_seg: 81.0520, aux.loss_ce: 0.2230, aux.acc_seg: 79.2860, loss: 0.7082
2022-08-15 02:01:57,932 - mmseg - INFO - Iter [19650/160000] lr: 5.263e-05, eta: 21:32:10, time: 0.504, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4582, decode.acc_seg: 82.2986, aux.loss_ce: 0.2153, aux.acc_seg: 80.3152, loss: 0.6735
2022-08-15 02:02:23,817 - mmseg - INFO - Iter [19700/160000] lr: 5.261e-05, eta: 21:31:30, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4741, decode.acc_seg: 81.9325, aux.loss_ce: 0.2225, aux.acc_seg: 79.3167, loss: 0.6966
2022-08-15 02:02:49,417 - mmseg - INFO - Iter [19750/160000] lr: 5.259e-05, eta: 21:30:48, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4890, decode.acc_seg: 81.6434, aux.loss_ce: 0.2229, aux.acc_seg: 79.6761, loss: 0.7119
2022-08-15 02:03:14,828 - mmseg - INFO - Iter [19800/160000] lr: 5.258e-05, eta: 21:30:04, time: 0.508, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4638, decode.acc_seg: 82.5680, aux.loss_ce: 0.2131, aux.acc_seg: 80.4599, loss: 0.6770
2022-08-15 02:03:40,580 - mmseg - INFO - Iter [19850/160000] lr: 5.256e-05, eta: 21:29:24, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4661, decode.acc_seg: 81.7724, aux.loss_ce: 0.2186, aux.acc_seg: 79.6107, loss: 0.6847
2022-08-15 02:04:05,924 - mmseg - INFO - Iter [19900/160000] lr: 5.254e-05, eta: 21:28:40, time: 0.507, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4638, decode.acc_seg: 82.0509, aux.loss_ce: 0.2178, aux.acc_seg: 80.0677, loss: 0.6816
2022-08-15 02:04:31,704 - mmseg - INFO - Iter [19950/160000] lr: 5.252e-05, eta: 21:28:00, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4643, decode.acc_seg: 82.2776, aux.loss_ce: 0.2172, aux.acc_seg: 79.9636, loss: 0.6815
2022-08-15 02:04:57,553 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 02:04:57,554 - mmseg - INFO - Iter [20000/160000] lr: 5.250e-05, eta: 21:27:20, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4581, decode.acc_seg: 82.3481, aux.loss_ce: 0.2181, aux.acc_seg: 80.0840, loss: 0.6762
2022-08-15 02:05:23,387 - mmseg - INFO - Iter [20050/160000] lr: 5.248e-05, eta: 21:26:40, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4590, decode.acc_seg: 82.6636, aux.loss_ce: 0.2117, aux.acc_seg: 80.5051, loss: 0.6707
2022-08-15 02:05:49,251 - mmseg - INFO - Iter [20100/160000] lr: 5.246e-05, eta: 21:26:01, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4332, decode.acc_seg: 83.1680, aux.loss_ce: 0.2041, aux.acc_seg: 81.2592, loss: 0.6373
2022-08-15 02:06:15,141 - mmseg - INFO - Iter [20150/160000] lr: 5.244e-05, eta: 21:25:21, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4788, decode.acc_seg: 81.1440, aux.loss_ce: 0.2202, aux.acc_seg: 79.2667, loss: 0.6989
2022-08-15 02:06:40,578 - mmseg - INFO - Iter [20200/160000] lr: 5.243e-05, eta: 21:24:39, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4601, decode.acc_seg: 82.0832, aux.loss_ce: 0.2089, aux.acc_seg: 80.3445, loss: 0.6690
2022-08-15 02:07:08,438 - mmseg - INFO - Iter [20250/160000] lr: 5.241e-05, eta: 21:24:13, time: 0.557, data_time: 0.052, memory: 26680, decode.loss_ce: 0.4735, decode.acc_seg: 81.7835, aux.loss_ce: 0.2211, aux.acc_seg: 79.8369, loss: 0.6945
2022-08-15 02:07:33,850 - mmseg - INFO - Iter [20300/160000] lr: 5.239e-05, eta: 21:23:31, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4883, decode.acc_seg: 81.6360, aux.loss_ce: 0.2292, aux.acc_seg: 79.5518, loss: 0.7174
2022-08-15 02:07:59,156 - mmseg - INFO - Iter [20350/160000] lr: 5.237e-05, eta: 21:22:48, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4245, decode.acc_seg: 83.3220, aux.loss_ce: 0.2018, aux.acc_seg: 81.0189, loss: 0.6263
2022-08-15 02:08:24,502 - mmseg - INFO - Iter [20400/160000] lr: 5.235e-05, eta: 21:22:05, time: 0.507, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4538, decode.acc_seg: 82.1560, aux.loss_ce: 0.2086, aux.acc_seg: 80.6802, loss: 0.6624
2022-08-15 02:08:50,200 - mmseg - INFO - Iter [20450/160000] lr: 5.233e-05, eta: 21:21:25, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4335, decode.acc_seg: 83.2114, aux.loss_ce: 0.1972, aux.acc_seg: 81.8665, loss: 0.6307
2022-08-15 02:09:15,712 - mmseg - INFO - Iter [20500/160000] lr: 5.231e-05, eta: 21:20:44, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4198, decode.acc_seg: 83.9459, aux.loss_ce: 0.1989, aux.acc_seg: 81.6136, loss: 0.6187
2022-08-15 02:09:41,449 - mmseg - INFO - Iter [20550/160000] lr: 5.229e-05, eta: 21:20:04, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4541, decode.acc_seg: 81.9051, aux.loss_ce: 0.2119, aux.acc_seg: 79.9360, loss: 0.6660
2022-08-15 02:10:07,804 - mmseg - INFO - Iter [20600/160000] lr: 5.228e-05, eta: 21:19:28, time: 0.527, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4515, decode.acc_seg: 82.3598, aux.loss_ce: 0.2094, aux.acc_seg: 80.3156, loss: 0.6609
2022-08-15 02:10:33,744 - mmseg - INFO - Iter [20650/160000] lr: 5.226e-05, eta: 21:18:50, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4819, decode.acc_seg: 81.7534, aux.loss_ce: 0.2214, aux.acc_seg: 79.9498, loss: 0.7033
2022-08-15 02:10:59,190 - mmseg - INFO - Iter [20700/160000] lr: 5.224e-05, eta: 21:18:09, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4487, decode.acc_seg: 82.4245, aux.loss_ce: 0.2042, aux.acc_seg: 80.5732, loss: 0.6529
2022-08-15 02:11:25,131 - mmseg - INFO - Iter [20750/160000] lr: 5.222e-05, eta: 21:17:30, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4540, decode.acc_seg: 82.5462, aux.loss_ce: 0.2135, aux.acc_seg: 80.1547, loss: 0.6675
2022-08-15 02:11:51,239 - mmseg - INFO - Iter [20800/160000] lr: 5.220e-05, eta: 21:16:53, time: 0.522, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4694, decode.acc_seg: 81.8037, aux.loss_ce: 0.2177, aux.acc_seg: 79.7985, loss: 0.6871
2022-08-15 02:12:16,843 - mmseg - INFO - Iter [20850/160000] lr: 5.218e-05, eta: 21:16:13, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4563, decode.acc_seg: 82.0790, aux.loss_ce: 0.2150, aux.acc_seg: 79.9797, loss: 0.6713
2022-08-15 02:12:42,115 - mmseg - INFO - Iter [20900/160000] lr: 5.216e-05, eta: 21:15:31, time: 0.506, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4288, decode.acc_seg: 83.0827, aux.loss_ce: 0.2010, aux.acc_seg: 81.0347, loss: 0.6298
2022-08-15 02:13:08,246 - mmseg - INFO - Iter [20950/160000] lr: 5.214e-05, eta: 21:14:54, time: 0.522, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4783, decode.acc_seg: 82.0318, aux.loss_ce: 0.2236, aux.acc_seg: 79.9124, loss: 0.7019
2022-08-15 02:13:33,794 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 02:13:33,795 - mmseg - INFO - Iter [21000/160000] lr: 5.213e-05, eta: 21:14:13, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4961, decode.acc_seg: 80.8175, aux.loss_ce: 0.2311, aux.acc_seg: 78.7586, loss: 0.7272
2022-08-15 02:13:59,236 - mmseg - INFO - Iter [21050/160000] lr: 5.211e-05, eta: 21:13:32, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4656, decode.acc_seg: 82.6090, aux.loss_ce: 0.2180, aux.acc_seg: 80.5841, loss: 0.6837
2022-08-15 02:14:24,953 - mmseg - INFO - Iter [21100/160000] lr: 5.209e-05, eta: 21:12:53, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4504, decode.acc_seg: 82.8267, aux.loss_ce: 0.2121, aux.acc_seg: 80.5575, loss: 0.6625
2022-08-15 02:14:50,846 - mmseg - INFO - Iter [21150/160000] lr: 5.207e-05, eta: 21:12:15, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4577, decode.acc_seg: 81.9585, aux.loss_ce: 0.2120, aux.acc_seg: 80.0592, loss: 0.6696
2022-08-15 02:15:16,610 - mmseg - INFO - Iter [21200/160000] lr: 5.205e-05, eta: 21:11:36, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4723, decode.acc_seg: 81.6370, aux.loss_ce: 0.2243, aux.acc_seg: 79.4030, loss: 0.6966
2022-08-15 02:15:42,185 - mmseg - INFO - Iter [21250/160000] lr: 5.203e-05, eta: 21:10:56, time: 0.512, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4670, decode.acc_seg: 82.1187, aux.loss_ce: 0.2216, aux.acc_seg: 79.6726, loss: 0.6886
2022-08-15 02:16:07,636 - mmseg - INFO - Iter [21300/160000] lr: 5.201e-05, eta: 21:10:16, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4384, decode.acc_seg: 82.7304, aux.loss_ce: 0.2042, aux.acc_seg: 80.8345, loss: 0.6426
2022-08-15 02:16:33,173 - mmseg - INFO - Iter [21350/160000] lr: 5.199e-05, eta: 21:09:36, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4584, decode.acc_seg: 82.0320, aux.loss_ce: 0.2095, aux.acc_seg: 79.9961, loss: 0.6680
2022-08-15 02:16:58,707 - mmseg - INFO - Iter [21400/160000] lr: 5.198e-05, eta: 21:08:56, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4396, decode.acc_seg: 83.2276, aux.loss_ce: 0.2042, aux.acc_seg: 81.2828, loss: 0.6438
2022-08-15 02:17:24,342 - mmseg - INFO - Iter [21450/160000] lr: 5.196e-05, eta: 21:08:16, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4561, decode.acc_seg: 82.1739, aux.loss_ce: 0.2074, aux.acc_seg: 80.4122, loss: 0.6634
2022-08-15 02:17:52,321 - mmseg - INFO - Iter [21500/160000] lr: 5.194e-05, eta: 21:07:52, time: 0.560, data_time: 0.052, memory: 26680, decode.loss_ce: 0.4364, decode.acc_seg: 83.7076, aux.loss_ce: 0.2040, aux.acc_seg: 81.5011, loss: 0.6404
2022-08-15 02:18:17,962 - mmseg - INFO - Iter [21550/160000] lr: 5.192e-05, eta: 21:07:13, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4592, decode.acc_seg: 82.1064, aux.loss_ce: 0.2181, aux.acc_seg: 79.6364, loss: 0.6773
2022-08-15 02:18:43,415 - mmseg - INFO - Iter [21600/160000] lr: 5.190e-05, eta: 21:06:33, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4123, decode.acc_seg: 83.6459, aux.loss_ce: 0.1958, aux.acc_seg: 81.6152, loss: 0.6081
2022-08-15 02:19:08,713 - mmseg - INFO - Iter [21650/160000] lr: 5.188e-05, eta: 21:05:52, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4301, decode.acc_seg: 83.2586, aux.loss_ce: 0.2015, aux.acc_seg: 81.5419, loss: 0.6316
2022-08-15 02:19:34,266 - mmseg - INFO - Iter [21700/160000] lr: 5.186e-05, eta: 21:05:12, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4650, decode.acc_seg: 82.0939, aux.loss_ce: 0.2170, aux.acc_seg: 79.9117, loss: 0.6820
2022-08-15 02:19:59,775 - mmseg - INFO - Iter [21750/160000] lr: 5.184e-05, eta: 21:04:32, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4547, decode.acc_seg: 82.0812, aux.loss_ce: 0.2139, aux.acc_seg: 80.2061, loss: 0.6686
2022-08-15 02:20:25,514 - mmseg - INFO - Iter [21800/160000] lr: 5.183e-05, eta: 21:03:54, time: 0.515, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4324, decode.acc_seg: 82.5966, aux.loss_ce: 0.2023, aux.acc_seg: 80.4839, loss: 0.6347
2022-08-15 02:20:51,257 - mmseg - INFO - Iter [21850/160000] lr: 5.181e-05, eta: 21:03:16, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4161, decode.acc_seg: 83.7428, aux.loss_ce: 0.2003, aux.acc_seg: 81.2765, loss: 0.6165
2022-08-15 02:21:16,734 - mmseg - INFO - Iter [21900/160000] lr: 5.179e-05, eta: 21:02:36, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4273, decode.acc_seg: 82.8908, aux.loss_ce: 0.2026, aux.acc_seg: 80.6729, loss: 0.6299
2022-08-15 02:21:42,654 - mmseg - INFO - Iter [21950/160000] lr: 5.177e-05, eta: 21:01:59, time: 0.519, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4564, decode.acc_seg: 82.0961, aux.loss_ce: 0.2118, aux.acc_seg: 79.9071, loss: 0.6682
2022-08-15 02:22:08,352 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 02:22:08,352 - mmseg - INFO - Iter [22000/160000] lr: 5.175e-05, eta: 21:01:21, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4574, decode.acc_seg: 82.2397, aux.loss_ce: 0.2128, aux.acc_seg: 80.2273, loss: 0.6702
2022-08-15 02:22:33,876 - mmseg - INFO - Iter [22050/160000] lr: 5.173e-05, eta: 21:00:42, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4250, decode.acc_seg: 83.2672, aux.loss_ce: 0.1972, aux.acc_seg: 81.6241, loss: 0.6222
2022-08-15 02:22:59,169 - mmseg - INFO - Iter [22100/160000] lr: 5.171e-05, eta: 21:00:01, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4793, decode.acc_seg: 81.4422, aux.loss_ce: 0.2216, aux.acc_seg: 79.1899, loss: 0.7009
2022-08-15 02:23:24,604 - mmseg - INFO - Iter [22150/160000] lr: 5.169e-05, eta: 20:59:21, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4261, decode.acc_seg: 83.4489, aux.loss_ce: 0.2065, aux.acc_seg: 80.8087, loss: 0.6326
2022-08-15 02:23:50,493 - mmseg - INFO - Iter [22200/160000] lr: 5.168e-05, eta: 20:58:44, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4386, decode.acc_seg: 82.9790, aux.loss_ce: 0.2027, aux.acc_seg: 81.0466, loss: 0.6413
2022-08-15 02:24:16,217 - mmseg - INFO - Iter [22250/160000] lr: 5.166e-05, eta: 20:58:07, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4270, decode.acc_seg: 83.2555, aux.loss_ce: 0.1949, aux.acc_seg: 81.8253, loss: 0.6220
2022-08-15 02:24:42,274 - mmseg - INFO - Iter [22300/160000] lr: 5.164e-05, eta: 20:57:31, time: 0.521, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4447, decode.acc_seg: 82.4955, aux.loss_ce: 0.2063, aux.acc_seg: 80.7042, loss: 0.6511
2022-08-15 02:25:09,345 - mmseg - INFO - Iter [22350/160000] lr: 5.162e-05, eta: 20:57:02, time: 0.541, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4560, decode.acc_seg: 82.3140, aux.loss_ce: 0.2117, aux.acc_seg: 80.4253, loss: 0.6676
2022-08-15 02:25:34,746 - mmseg - INFO - Iter [22400/160000] lr: 5.160e-05, eta: 20:56:22, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4631, decode.acc_seg: 82.2200, aux.loss_ce: 0.2146, aux.acc_seg: 80.4922, loss: 0.6777
2022-08-15 02:26:00,651 - mmseg - INFO - Iter [22450/160000] lr: 5.158e-05, eta: 20:55:45, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4652, decode.acc_seg: 81.9142, aux.loss_ce: 0.2177, aux.acc_seg: 79.2884, loss: 0.6830
2022-08-15 02:26:26,241 - mmseg - INFO - Iter [22500/160000] lr: 5.156e-05, eta: 20:55:07, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4631, decode.acc_seg: 81.2429, aux.loss_ce: 0.2190, aux.acc_seg: 79.2016, loss: 0.6821
2022-08-15 02:26:51,492 - mmseg - INFO - Iter [22550/160000] lr: 5.154e-05, eta: 20:54:27, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4610, decode.acc_seg: 82.4381, aux.loss_ce: 0.2162, aux.acc_seg: 80.3107, loss: 0.6772
2022-08-15 02:27:17,189 - mmseg - INFO - Iter [22600/160000] lr: 5.153e-05, eta: 20:53:49, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4291, decode.acc_seg: 82.6365, aux.loss_ce: 0.2048, aux.acc_seg: 80.4526, loss: 0.6339
2022-08-15 02:27:42,469 - mmseg - INFO - Iter [22650/160000] lr: 5.151e-05, eta: 20:53:09, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4763, decode.acc_seg: 81.5926, aux.loss_ce: 0.2200, aux.acc_seg: 79.2590, loss: 0.6963
2022-08-15 02:28:08,156 - mmseg - INFO - Iter [22700/160000] lr: 5.149e-05, eta: 20:52:31, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4404, decode.acc_seg: 82.7002, aux.loss_ce: 0.2054, aux.acc_seg: 80.7245, loss: 0.6458
2022-08-15 02:28:35,924 - mmseg - INFO - Iter [22750/160000] lr: 5.147e-05, eta: 20:52:06, time: 0.555, data_time: 0.051, memory: 26680, decode.loss_ce: 0.4276, decode.acc_seg: 83.6466, aux.loss_ce: 0.1999, aux.acc_seg: 81.3481, loss: 0.6275
2022-08-15 02:29:01,630 - mmseg - INFO - Iter [22800/160000] lr: 5.145e-05, eta: 20:51:29, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4412, decode.acc_seg: 82.4525, aux.loss_ce: 0.2099, aux.acc_seg: 80.3242, loss: 0.6511
2022-08-15 02:29:27,780 - mmseg - INFO - Iter [22850/160000] lr: 5.143e-05, eta: 20:50:54, time: 0.523, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4294, decode.acc_seg: 83.4570, aux.loss_ce: 0.2036, aux.acc_seg: 81.3888, loss: 0.6330
2022-08-15 02:29:53,383 - mmseg - INFO - Iter [22900/160000] lr: 5.141e-05, eta: 20:50:16, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4494, decode.acc_seg: 81.9598, aux.loss_ce: 0.2140, aux.acc_seg: 79.7596, loss: 0.6634
2022-08-15 02:30:19,135 - mmseg - INFO - Iter [22950/160000] lr: 5.139e-05, eta: 20:49:39, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4186, decode.acc_seg: 83.5225, aux.loss_ce: 0.1968, aux.acc_seg: 81.5487, loss: 0.6154
2022-08-15 02:30:44,824 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 02:30:44,825 - mmseg - INFO - Iter [23000/160000] lr: 5.138e-05, eta: 20:49:02, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4250, decode.acc_seg: 83.0778, aux.loss_ce: 0.1999, aux.acc_seg: 80.7616, loss: 0.6248
2022-08-15 02:31:10,270 - mmseg - INFO - Iter [23050/160000] lr: 5.136e-05, eta: 20:48:24, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4350, decode.acc_seg: 82.7576, aux.loss_ce: 0.2063, aux.acc_seg: 80.6535, loss: 0.6413
2022-08-15 02:31:35,533 - mmseg - INFO - Iter [23100/160000] lr: 5.134e-05, eta: 20:47:44, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4460, decode.acc_seg: 81.9003, aux.loss_ce: 0.2068, aux.acc_seg: 79.8168, loss: 0.6528
2022-08-15 02:32:01,283 - mmseg - INFO - Iter [23150/160000] lr: 5.132e-05, eta: 20:47:07, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4268, decode.acc_seg: 83.0787, aux.loss_ce: 0.1991, aux.acc_seg: 81.0267, loss: 0.6258
2022-08-15 02:32:26,800 - mmseg - INFO - Iter [23200/160000] lr: 5.130e-05, eta: 20:46:29, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4081, decode.acc_seg: 83.2519, aux.loss_ce: 0.1968, aux.acc_seg: 80.8603, loss: 0.6049
2022-08-15 02:32:52,181 - mmseg - INFO - Iter [23250/160000] lr: 5.128e-05, eta: 20:45:50, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4333, decode.acc_seg: 83.2120, aux.loss_ce: 0.2049, aux.acc_seg: 80.6021, loss: 0.6382
2022-08-15 02:33:17,960 - mmseg - INFO - Iter [23300/160000] lr: 5.126e-05, eta: 20:45:14, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4473, decode.acc_seg: 82.7232, aux.loss_ce: 0.2085, aux.acc_seg: 80.6806, loss: 0.6558
2022-08-15 02:33:43,566 - mmseg - INFO - Iter [23350/160000] lr: 5.124e-05, eta: 20:44:36, time: 0.512, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4411, decode.acc_seg: 82.7974, aux.loss_ce: 0.2080, aux.acc_seg: 80.4296, loss: 0.6491
2022-08-15 02:34:09,176 - mmseg - INFO - Iter [23400/160000] lr: 5.123e-05, eta: 20:43:59, time: 0.512, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4132, decode.acc_seg: 83.6035, aux.loss_ce: 0.1948, aux.acc_seg: 81.4925, loss: 0.6080
2022-08-15 02:34:34,897 - mmseg - INFO - Iter [23450/160000] lr: 5.121e-05, eta: 20:43:22, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4479, decode.acc_seg: 82.4077, aux.loss_ce: 0.2095, aux.acc_seg: 80.1547, loss: 0.6575
2022-08-15 02:35:00,808 - mmseg - INFO - Iter [23500/160000] lr: 5.119e-05, eta: 20:42:47, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4532, decode.acc_seg: 82.6494, aux.loss_ce: 0.2101, aux.acc_seg: 80.5343, loss: 0.6632
2022-08-15 02:35:26,530 - mmseg - INFO - Iter [23550/160000] lr: 5.117e-05, eta: 20:42:10, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4391, decode.acc_seg: 82.4272, aux.loss_ce: 0.1993, aux.acc_seg: 81.1305, loss: 0.6384
2022-08-15 02:35:52,149 - mmseg - INFO - Iter [23600/160000] lr: 5.115e-05, eta: 20:41:33, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4259, decode.acc_seg: 83.3508, aux.loss_ce: 0.2034, aux.acc_seg: 81.0383, loss: 0.6293
2022-08-15 02:36:17,645 - mmseg - INFO - Iter [23650/160000] lr: 5.113e-05, eta: 20:40:55, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4541, decode.acc_seg: 82.9089, aux.loss_ce: 0.2131, aux.acc_seg: 80.6920, loss: 0.6672
2022-08-15 02:36:43,064 - mmseg - INFO - Iter [23700/160000] lr: 5.111e-05, eta: 20:40:17, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4431, decode.acc_seg: 82.4462, aux.loss_ce: 0.2083, aux.acc_seg: 80.0416, loss: 0.6515
2022-08-15 02:37:08,388 - mmseg - INFO - Iter [23750/160000] lr: 5.109e-05, eta: 20:39:39, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4588, decode.acc_seg: 82.3684, aux.loss_ce: 0.2117, aux.acc_seg: 80.3287, loss: 0.6705
2022-08-15 02:37:33,722 - mmseg - INFO - Iter [23800/160000] lr: 5.108e-05, eta: 20:39:00, time: 0.507, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4401, decode.acc_seg: 83.5592, aux.loss_ce: 0.2039, aux.acc_seg: 81.6043, loss: 0.6440
2022-08-15 02:37:59,374 - mmseg - INFO - Iter [23850/160000] lr: 5.106e-05, eta: 20:38:24, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4282, decode.acc_seg: 82.9736, aux.loss_ce: 0.2041, aux.acc_seg: 80.4035, loss: 0.6322
2022-08-15 02:38:24,906 - mmseg - INFO - Iter [23900/160000] lr: 5.104e-05, eta: 20:37:46, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4348, decode.acc_seg: 82.4332, aux.loss_ce: 0.2015, aux.acc_seg: 80.7734, loss: 0.6363
2022-08-15 02:38:50,200 - mmseg - INFO - Iter [23950/160000] lr: 5.102e-05, eta: 20:37:08, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4423, decode.acc_seg: 82.7363, aux.loss_ce: 0.2078, aux.acc_seg: 80.7277, loss: 0.6501
2022-08-15 02:39:17,942 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 02:39:17,943 - mmseg - INFO - Iter [24000/160000] lr: 5.100e-05, eta: 20:36:43, time: 0.555, data_time: 0.051, memory: 26680, decode.loss_ce: 0.4360, decode.acc_seg: 82.9187, aux.loss_ce: 0.2048, aux.acc_seg: 80.5202, loss: 0.6408
2022-08-15 02:39:43,624 - mmseg - INFO - Iter [24050/160000] lr: 5.098e-05, eta: 20:36:07, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4305, decode.acc_seg: 83.0938, aux.loss_ce: 0.2007, aux.acc_seg: 81.0652, loss: 0.6312
2022-08-15 02:40:09,546 - mmseg - INFO - Iter [24100/160000] lr: 5.096e-05, eta: 20:35:32, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4215, decode.acc_seg: 83.4904, aux.loss_ce: 0.2042, aux.acc_seg: 80.9474, loss: 0.6257
2022-08-15 02:40:35,012 - mmseg - INFO - Iter [24150/160000] lr: 5.094e-05, eta: 20:34:54, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4154, decode.acc_seg: 83.5811, aux.loss_ce: 0.1948, aux.acc_seg: 81.6797, loss: 0.6102
2022-08-15 02:41:00,477 - mmseg - INFO - Iter [24200/160000] lr: 5.093e-05, eta: 20:34:17, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4198, decode.acc_seg: 83.7038, aux.loss_ce: 0.2008, aux.acc_seg: 81.4170, loss: 0.6206
2022-08-15 02:41:25,631 - mmseg - INFO - Iter [24250/160000] lr: 5.091e-05, eta: 20:33:38, time: 0.503, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4203, decode.acc_seg: 83.4611, aux.loss_ce: 0.2009, aux.acc_seg: 81.3778, loss: 0.6213
2022-08-15 02:41:50,909 - mmseg - INFO - Iter [24300/160000] lr: 5.089e-05, eta: 20:32:59, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4188, decode.acc_seg: 83.5216, aux.loss_ce: 0.1969, aux.acc_seg: 81.5388, loss: 0.6158
2022-08-15 02:42:16,682 - mmseg - INFO - Iter [24350/160000] lr: 5.087e-05, eta: 20:32:24, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4146, decode.acc_seg: 83.6643, aux.loss_ce: 0.1978, aux.acc_seg: 81.9107, loss: 0.6124
2022-08-15 02:42:42,213 - mmseg - INFO - Iter [24400/160000] lr: 5.085e-05, eta: 20:31:47, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4390, decode.acc_seg: 82.2156, aux.loss_ce: 0.2011, aux.acc_seg: 80.5504, loss: 0.6401
2022-08-15 02:43:07,947 - mmseg - INFO - Iter [24450/160000] lr: 5.083e-05, eta: 20:31:11, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4486, decode.acc_seg: 82.9260, aux.loss_ce: 0.2039, aux.acc_seg: 81.3463, loss: 0.6525
2022-08-15 02:43:33,603 - mmseg - INFO - Iter [24500/160000] lr: 5.081e-05, eta: 20:30:35, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4068, decode.acc_seg: 83.9615, aux.loss_ce: 0.1975, aux.acc_seg: 81.4719, loss: 0.6042
2022-08-15 02:43:59,437 - mmseg - INFO - Iter [24550/160000] lr: 5.079e-05, eta: 20:30:00, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4089, decode.acc_seg: 83.8404, aux.loss_ce: 0.1899, aux.acc_seg: 82.1010, loss: 0.5987
2022-08-15 02:44:25,182 - mmseg - INFO - Iter [24600/160000] lr: 5.078e-05, eta: 20:29:25, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4168, decode.acc_seg: 83.3173, aux.loss_ce: 0.1958, aux.acc_seg: 81.3764, loss: 0.6126
2022-08-15 02:44:50,739 - mmseg - INFO - Iter [24650/160000] lr: 5.076e-05, eta: 20:28:48, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4282, decode.acc_seg: 83.1117, aux.loss_ce: 0.1975, aux.acc_seg: 81.5445, loss: 0.6257
2022-08-15 02:45:16,424 - mmseg - INFO - Iter [24700/160000] lr: 5.074e-05, eta: 20:28:13, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4145, decode.acc_seg: 83.4001, aux.loss_ce: 0.1918, aux.acc_seg: 81.5858, loss: 0.6063
2022-08-15 02:45:42,050 - mmseg - INFO - Iter [24750/160000] lr: 5.072e-05, eta: 20:27:37, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4369, decode.acc_seg: 82.2771, aux.loss_ce: 0.2040, aux.acc_seg: 80.2447, loss: 0.6409
2022-08-15 02:46:07,797 - mmseg - INFO - Iter [24800/160000] lr: 5.070e-05, eta: 20:27:01, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4262, decode.acc_seg: 82.8155, aux.loss_ce: 0.2031, aux.acc_seg: 80.5377, loss: 0.6293
2022-08-15 02:46:33,374 - mmseg - INFO - Iter [24850/160000] lr: 5.068e-05, eta: 20:26:25, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4274, decode.acc_seg: 83.3036, aux.loss_ce: 0.2003, aux.acc_seg: 81.3537, loss: 0.6277
2022-08-15 02:46:59,581 - mmseg - INFO - Iter [24900/160000] lr: 5.066e-05, eta: 20:25:52, time: 0.524, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4289, decode.acc_seg: 83.6959, aux.loss_ce: 0.2005, aux.acc_seg: 81.3246, loss: 0.6293
2022-08-15 02:47:25,185 - mmseg - INFO - Iter [24950/160000] lr: 5.064e-05, eta: 20:25:16, time: 0.512, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4394, decode.acc_seg: 82.4191, aux.loss_ce: 0.2095, aux.acc_seg: 80.0496, loss: 0.6489
2022-08-15 02:47:51,012 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 02:47:51,013 - mmseg - INFO - Iter [25000/160000] lr: 5.063e-05, eta: 20:24:42, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4326, decode.acc_seg: 83.6229, aux.loss_ce: 0.2009, aux.acc_seg: 81.4411, loss: 0.6335
2022-08-15 02:48:16,634 - mmseg - INFO - Iter [25050/160000] lr: 5.061e-05, eta: 20:24:06, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4057, decode.acc_seg: 84.1444, aux.loss_ce: 0.1930, aux.acc_seg: 81.8091, loss: 0.5987
2022-08-15 02:48:42,622 - mmseg - INFO - Iter [25100/160000] lr: 5.059e-05, eta: 20:23:32, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4532, decode.acc_seg: 82.2328, aux.loss_ce: 0.2107, aux.acc_seg: 80.2030, loss: 0.6639
2022-08-15 02:49:08,166 - mmseg - INFO - Iter [25150/160000] lr: 5.057e-05, eta: 20:22:56, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4118, decode.acc_seg: 83.9658, aux.loss_ce: 0.1905, aux.acc_seg: 82.3883, loss: 0.6023
2022-08-15 02:49:33,639 - mmseg - INFO - Iter [25200/160000] lr: 5.055e-05, eta: 20:22:19, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4095, decode.acc_seg: 83.9388, aux.loss_ce: 0.1931, aux.acc_seg: 82.1851, loss: 0.6027
2022-08-15 02:49:59,624 - mmseg - INFO - Iter [25250/160000] lr: 5.053e-05, eta: 20:21:46, time: 0.520, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4548, decode.acc_seg: 82.7920, aux.loss_ce: 0.2132, aux.acc_seg: 80.9088, loss: 0.6680
2022-08-15 02:50:27,701 - mmseg - INFO - Iter [25300/160000] lr: 5.051e-05, eta: 20:21:23, time: 0.562, data_time: 0.053, memory: 26680, decode.loss_ce: 0.4382, decode.acc_seg: 83.1133, aux.loss_ce: 0.2115, aux.acc_seg: 80.9460, loss: 0.6498
2022-08-15 02:50:53,057 - mmseg - INFO - Iter [25350/160000] lr: 5.049e-05, eta: 20:20:46, time: 0.507, data_time: 0.006, memory: 26680, decode.loss_ce: 0.3958, decode.acc_seg: 84.5791, aux.loss_ce: 0.1895, aux.acc_seg: 82.3447, loss: 0.5853
2022-08-15 02:51:19,102 - mmseg - INFO - Iter [25400/160000] lr: 5.048e-05, eta: 20:20:13, time: 0.521, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4086, decode.acc_seg: 84.0944, aux.loss_ce: 0.1968, aux.acc_seg: 81.4965, loss: 0.6054
2022-08-15 02:51:44,697 - mmseg - INFO - Iter [25450/160000] lr: 5.046e-05, eta: 20:19:37, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3951, decode.acc_seg: 84.4657, aux.loss_ce: 0.1861, aux.acc_seg: 82.5197, loss: 0.5812
2022-08-15 02:52:10,724 - mmseg - INFO - Iter [25500/160000] lr: 5.044e-05, eta: 20:19:04, time: 0.521, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4106, decode.acc_seg: 83.7516, aux.loss_ce: 0.1926, aux.acc_seg: 82.0401, loss: 0.6032
2022-08-15 02:52:36,391 - mmseg - INFO - Iter [25550/160000] lr: 5.042e-05, eta: 20:18:28, time: 0.513, data_time: 0.006, memory: 26680, decode.loss_ce: 0.3752, decode.acc_seg: 84.6837, aux.loss_ce: 0.1790, aux.acc_seg: 82.4548, loss: 0.5542
2022-08-15 02:53:02,243 - mmseg - INFO - Iter [25600/160000] lr: 5.040e-05, eta: 20:17:54, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4006, decode.acc_seg: 84.5140, aux.loss_ce: 0.1916, aux.acc_seg: 82.4813, loss: 0.5922
2022-08-15 02:53:27,722 - mmseg - INFO - Iter [25650/160000] lr: 5.038e-05, eta: 20:17:18, time: 0.510, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4303, decode.acc_seg: 83.4627, aux.loss_ce: 0.2040, aux.acc_seg: 81.2808, loss: 0.6343
2022-08-15 02:53:53,452 - mmseg - INFO - Iter [25700/160000] lr: 5.036e-05, eta: 20:16:43, time: 0.515, data_time: 0.006, memory: 26680, decode.loss_ce: 0.3949, decode.acc_seg: 84.4259, aux.loss_ce: 0.1852, aux.acc_seg: 82.4018, loss: 0.5801
2022-08-15 02:54:19,349 - mmseg - INFO - Iter [25750/160000] lr: 5.034e-05, eta: 20:16:10, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4312, decode.acc_seg: 83.0715, aux.loss_ce: 0.2005, aux.acc_seg: 81.2471, loss: 0.6316
2022-08-15 02:54:45,300 - mmseg - INFO - Iter [25800/160000] lr: 5.033e-05, eta: 20:15:36, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4308, decode.acc_seg: 83.6422, aux.loss_ce: 0.1990, aux.acc_seg: 81.5332, loss: 0.6299
2022-08-15 02:55:10,994 - mmseg - INFO - Iter [25850/160000] lr: 5.031e-05, eta: 20:15:01, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4157, decode.acc_seg: 83.8618, aux.loss_ce: 0.1931, aux.acc_seg: 81.9542, loss: 0.6087
2022-08-15 02:55:36,705 - mmseg - INFO - Iter [25900/160000] lr: 5.029e-05, eta: 20:14:26, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4067, decode.acc_seg: 84.3606, aux.loss_ce: 0.1957, aux.acc_seg: 82.1102, loss: 0.6024
2022-08-15 02:56:02,197 - mmseg - INFO - Iter [25950/160000] lr: 5.027e-05, eta: 20:13:51, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4325, decode.acc_seg: 82.7555, aux.loss_ce: 0.2066, aux.acc_seg: 80.6204, loss: 0.6390
2022-08-15 02:56:27,639 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 02:56:27,639 - mmseg - INFO - Iter [26000/160000] lr: 5.025e-05, eta: 20:13:15, time: 0.509, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4130, decode.acc_seg: 83.7386, aux.loss_ce: 0.1963, aux.acc_seg: 81.5691, loss: 0.6093
2022-08-15 02:56:53,614 - mmseg - INFO - Iter [26050/160000] lr: 5.023e-05, eta: 20:12:41, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4252, decode.acc_seg: 82.5376, aux.loss_ce: 0.1982, aux.acc_seg: 81.0202, loss: 0.6234
2022-08-15 02:57:19,093 - mmseg - INFO - Iter [26100/160000] lr: 5.021e-05, eta: 20:12:05, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4265, decode.acc_seg: 82.8580, aux.loss_ce: 0.1977, aux.acc_seg: 80.7817, loss: 0.6241
2022-08-15 02:57:44,661 - mmseg - INFO - Iter [26150/160000] lr: 5.019e-05, eta: 20:11:30, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4523, decode.acc_seg: 82.5292, aux.loss_ce: 0.2023, aux.acc_seg: 80.9818, loss: 0.6546
2022-08-15 02:58:10,168 - mmseg - INFO - Iter [26200/160000] lr: 5.018e-05, eta: 20:10:55, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4375, decode.acc_seg: 83.2283, aux.loss_ce: 0.2059, aux.acc_seg: 80.8612, loss: 0.6434
2022-08-15 02:58:35,855 - mmseg - INFO - Iter [26250/160000] lr: 5.016e-05, eta: 20:10:20, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4203, decode.acc_seg: 83.8521, aux.loss_ce: 0.2010, aux.acc_seg: 81.6659, loss: 0.6213
2022-08-15 02:59:01,513 - mmseg - INFO - Iter [26300/160000] lr: 5.014e-05, eta: 20:09:45, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4178, decode.acc_seg: 83.3970, aux.loss_ce: 0.2004, aux.acc_seg: 81.3158, loss: 0.6182
2022-08-15 02:59:26,836 - mmseg - INFO - Iter [26350/160000] lr: 5.012e-05, eta: 20:09:09, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4302, decode.acc_seg: 83.1772, aux.loss_ce: 0.2098, aux.acc_seg: 80.3991, loss: 0.6399
2022-08-15 02:59:52,707 - mmseg - INFO - Iter [26400/160000] lr: 5.010e-05, eta: 20:08:35, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4399, decode.acc_seg: 82.6459, aux.loss_ce: 0.2045, aux.acc_seg: 80.7142, loss: 0.6445
2022-08-15 03:00:18,462 - mmseg - INFO - Iter [26450/160000] lr: 5.008e-05, eta: 20:08:01, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4308, decode.acc_seg: 82.8641, aux.loss_ce: 0.2044, aux.acc_seg: 80.9213, loss: 0.6352
2022-08-15 03:00:44,199 - mmseg - INFO - Iter [26500/160000] lr: 5.006e-05, eta: 20:07:27, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4365, decode.acc_seg: 83.4717, aux.loss_ce: 0.2014, aux.acc_seg: 81.7089, loss: 0.6380
2022-08-15 03:01:12,384 - mmseg - INFO - Iter [26550/160000] lr: 5.004e-05, eta: 20:07:05, time: 0.563, data_time: 0.054, memory: 26680, decode.loss_ce: 0.3841, decode.acc_seg: 84.6678, aux.loss_ce: 0.1865, aux.acc_seg: 82.4273, loss: 0.5707
2022-08-15 03:01:38,024 - mmseg - INFO - Iter [26600/160000] lr: 5.003e-05, eta: 20:06:31, time: 0.513, data_time: 0.008, memory: 26680, decode.loss_ce: 0.3997, decode.acc_seg: 84.4399, aux.loss_ce: 0.1914, aux.acc_seg: 82.1207, loss: 0.5911
2022-08-15 03:02:03,530 - mmseg - INFO - Iter [26650/160000] lr: 5.001e-05, eta: 20:05:55, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4066, decode.acc_seg: 83.8663, aux.loss_ce: 0.1921, aux.acc_seg: 81.6988, loss: 0.5987
2022-08-15 03:02:28,782 - mmseg - INFO - Iter [26700/160000] lr: 4.999e-05, eta: 20:05:19, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3967, decode.acc_seg: 84.2045, aux.loss_ce: 0.1878, aux.acc_seg: 81.8690, loss: 0.5845
2022-08-15 03:02:54,244 - mmseg - INFO - Iter [26750/160000] lr: 4.997e-05, eta: 20:04:43, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3972, decode.acc_seg: 84.2032, aux.loss_ce: 0.1887, aux.acc_seg: 82.0558, loss: 0.5859
2022-08-15 03:03:19,739 - mmseg - INFO - Iter [26800/160000] lr: 4.995e-05, eta: 20:04:08, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3881, decode.acc_seg: 85.0736, aux.loss_ce: 0.1835, aux.acc_seg: 82.7678, loss: 0.5716
2022-08-15 03:03:45,344 - mmseg - INFO - Iter [26850/160000] lr: 4.993e-05, eta: 20:03:33, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4067, decode.acc_seg: 83.8720, aux.loss_ce: 0.1902, aux.acc_seg: 81.9181, loss: 0.5969
2022-08-15 03:04:11,124 - mmseg - INFO - Iter [26900/160000] lr: 4.991e-05, eta: 20:03:00, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4019, decode.acc_seg: 84.3073, aux.loss_ce: 0.1914, aux.acc_seg: 82.2671, loss: 0.5934
2022-08-15 03:04:36,888 - mmseg - INFO - Iter [26950/160000] lr: 4.989e-05, eta: 20:02:26, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4139, decode.acc_seg: 83.2152, aux.loss_ce: 0.2001, aux.acc_seg: 80.9013, loss: 0.6139
2022-08-15 03:05:02,510 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 03:05:02,510 - mmseg - INFO - Iter [27000/160000] lr: 4.988e-05, eta: 20:01:51, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3871, decode.acc_seg: 84.4643, aux.loss_ce: 0.1864, aux.acc_seg: 82.1564, loss: 0.5735
2022-08-15 03:05:28,073 - mmseg - INFO - Iter [27050/160000] lr: 4.986e-05, eta: 20:01:17, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4176, decode.acc_seg: 83.4719, aux.loss_ce: 0.1979, aux.acc_seg: 81.5827, loss: 0.6155
2022-08-15 03:05:53,701 - mmseg - INFO - Iter [27100/160000] lr: 4.984e-05, eta: 20:00:42, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3749, decode.acc_seg: 85.2059, aux.loss_ce: 0.1830, aux.acc_seg: 82.5518, loss: 0.5579
2022-08-15 03:06:19,179 - mmseg - INFO - Iter [27150/160000] lr: 4.982e-05, eta: 20:00:07, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4174, decode.acc_seg: 83.6550, aux.loss_ce: 0.1986, aux.acc_seg: 81.7278, loss: 0.6160
2022-08-15 03:06:44,685 - mmseg - INFO - Iter [27200/160000] lr: 4.980e-05, eta: 19:59:32, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4197, decode.acc_seg: 83.5435, aux.loss_ce: 0.2001, aux.acc_seg: 81.1404, loss: 0.6197
2022-08-15 03:07:10,426 - mmseg - INFO - Iter [27250/160000] lr: 4.978e-05, eta: 19:58:59, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3917, decode.acc_seg: 84.2781, aux.loss_ce: 0.1874, aux.acc_seg: 81.8851, loss: 0.5791
2022-08-15 03:07:36,175 - mmseg - INFO - Iter [27300/160000] lr: 4.976e-05, eta: 19:58:25, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3957, decode.acc_seg: 84.2028, aux.loss_ce: 0.1884, aux.acc_seg: 82.0089, loss: 0.5840
2022-08-15 03:08:02,126 - mmseg - INFO - Iter [27350/160000] lr: 4.974e-05, eta: 19:57:52, time: 0.518, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4022, decode.acc_seg: 84.1800, aux.loss_ce: 0.1909, aux.acc_seg: 82.2761, loss: 0.5931
2022-08-15 03:08:27,792 - mmseg - INFO - Iter [27400/160000] lr: 4.973e-05, eta: 19:57:18, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4052, decode.acc_seg: 84.0668, aux.loss_ce: 0.1880, aux.acc_seg: 82.0692, loss: 0.5931
2022-08-15 03:08:53,476 - mmseg - INFO - Iter [27450/160000] lr: 4.971e-05, eta: 19:56:45, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4240, decode.acc_seg: 83.8008, aux.loss_ce: 0.2016, aux.acc_seg: 81.6360, loss: 0.6255
2022-08-15 03:09:18,884 - mmseg - INFO - Iter [27500/160000] lr: 4.969e-05, eta: 19:56:09, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4232, decode.acc_seg: 83.3778, aux.loss_ce: 0.2034, aux.acc_seg: 80.9322, loss: 0.6266
2022-08-15 03:09:44,410 - mmseg - INFO - Iter [27550/160000] lr: 4.967e-05, eta: 19:55:35, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4115, decode.acc_seg: 84.0096, aux.loss_ce: 0.1929, aux.acc_seg: 82.0909, loss: 0.6043
2022-08-15 03:10:10,229 - mmseg - INFO - Iter [27600/160000] lr: 4.965e-05, eta: 19:55:02, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4474, decode.acc_seg: 83.0367, aux.loss_ce: 0.2110, aux.acc_seg: 80.9540, loss: 0.6584
2022-08-15 03:10:35,941 - mmseg - INFO - Iter [27650/160000] lr: 4.963e-05, eta: 19:54:28, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4141, decode.acc_seg: 83.5961, aux.loss_ce: 0.1960, aux.acc_seg: 81.1921, loss: 0.6101
2022-08-15 03:11:01,789 - mmseg - INFO - Iter [27700/160000] lr: 4.961e-05, eta: 19:53:55, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4228, decode.acc_seg: 83.5722, aux.loss_ce: 0.2003, aux.acc_seg: 81.4087, loss: 0.6231
2022-08-15 03:11:28,278 - mmseg - INFO - Iter [27750/160000] lr: 4.959e-05, eta: 19:53:25, time: 0.530, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4131, decode.acc_seg: 83.7544, aux.loss_ce: 0.1948, aux.acc_seg: 81.8007, loss: 0.6080
2022-08-15 03:11:56,296 - mmseg - INFO - Iter [27800/160000] lr: 4.958e-05, eta: 19:53:03, time: 0.560, data_time: 0.051, memory: 26680, decode.loss_ce: 0.4190, decode.acc_seg: 83.5407, aux.loss_ce: 0.1973, aux.acc_seg: 81.4612, loss: 0.6163
2022-08-15 03:12:22,258 - mmseg - INFO - Iter [27850/160000] lr: 4.956e-05, eta: 19:52:30, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3981, decode.acc_seg: 84.5374, aux.loss_ce: 0.1910, aux.acc_seg: 82.0905, loss: 0.5890
2022-08-15 03:12:47,911 - mmseg - INFO - Iter [27900/160000] lr: 4.954e-05, eta: 19:51:57, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4030, decode.acc_seg: 84.1190, aux.loss_ce: 0.1958, aux.acc_seg: 81.6934, loss: 0.5988
2022-08-15 03:13:13,529 - mmseg - INFO - Iter [27950/160000] lr: 4.952e-05, eta: 19:51:23, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4207, decode.acc_seg: 83.8811, aux.loss_ce: 0.2020, aux.acc_seg: 81.5791, loss: 0.6227
2022-08-15 03:13:38,787 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 03:13:38,788 - mmseg - INFO - Iter [28000/160000] lr: 4.950e-05, eta: 19:50:47, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3830, decode.acc_seg: 84.8474, aux.loss_ce: 0.1831, aux.acc_seg: 82.6996, loss: 0.5660
2022-08-15 03:14:04,737 - mmseg - INFO - Iter [28050/160000] lr: 4.948e-05, eta: 19:50:15, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3948, decode.acc_seg: 84.1387, aux.loss_ce: 0.1898, aux.acc_seg: 81.7299, loss: 0.5847
2022-08-15 03:14:30,338 - mmseg - INFO - Iter [28100/160000] lr: 4.946e-05, eta: 19:49:41, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4086, decode.acc_seg: 83.6331, aux.loss_ce: 0.1959, aux.acc_seg: 81.3399, loss: 0.6045
2022-08-15 03:14:55,648 - mmseg - INFO - Iter [28150/160000] lr: 4.944e-05, eta: 19:49:06, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3980, decode.acc_seg: 84.2539, aux.loss_ce: 0.1881, aux.acc_seg: 82.3959, loss: 0.5861
2022-08-15 03:15:21,188 - mmseg - INFO - Iter [28200/160000] lr: 4.943e-05, eta: 19:48:31, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4109, decode.acc_seg: 83.6419, aux.loss_ce: 0.1986, aux.acc_seg: 81.0690, loss: 0.6096
2022-08-15 03:15:46,990 - mmseg - INFO - Iter [28250/160000] lr: 4.941e-05, eta: 19:47:59, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3964, decode.acc_seg: 84.5469, aux.loss_ce: 0.1891, aux.acc_seg: 82.4959, loss: 0.5855
2022-08-15 03:16:12,623 - mmseg - INFO - Iter [28300/160000] lr: 4.939e-05, eta: 19:47:25, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3890, decode.acc_seg: 84.9161, aux.loss_ce: 0.1865, aux.acc_seg: 82.7752, loss: 0.5754
2022-08-15 03:16:37,892 - mmseg - INFO - Iter [28350/160000] lr: 4.937e-05, eta: 19:46:50, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3941, decode.acc_seg: 84.1002, aux.loss_ce: 0.1919, aux.acc_seg: 81.7406, loss: 0.5860
2022-08-15 03:17:03,275 - mmseg - INFO - Iter [28400/160000] lr: 4.935e-05, eta: 19:46:15, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3994, decode.acc_seg: 84.2284, aux.loss_ce: 0.1881, aux.acc_seg: 82.2153, loss: 0.5875
2022-08-15 03:17:28,653 - mmseg - INFO - Iter [28450/160000] lr: 4.933e-05, eta: 19:45:40, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4167, decode.acc_seg: 83.5123, aux.loss_ce: 0.1931, aux.acc_seg: 81.6439, loss: 0.6098
2022-08-15 03:17:53,796 - mmseg - INFO - Iter [28500/160000] lr: 4.931e-05, eta: 19:45:04, time: 0.503, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4278, decode.acc_seg: 83.4560, aux.loss_ce: 0.2030, aux.acc_seg: 80.9755, loss: 0.6309
2022-08-15 03:18:19,594 - mmseg - INFO - Iter [28550/160000] lr: 4.929e-05, eta: 19:44:32, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3872, decode.acc_seg: 84.2314, aux.loss_ce: 0.1853, aux.acc_seg: 82.1237, loss: 0.5725
2022-08-15 03:18:45,201 - mmseg - INFO - Iter [28600/160000] lr: 4.928e-05, eta: 19:43:58, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4234, decode.acc_seg: 83.0930, aux.loss_ce: 0.2004, aux.acc_seg: 80.9051, loss: 0.6238
2022-08-15 03:19:10,556 - mmseg - INFO - Iter [28650/160000] lr: 4.926e-05, eta: 19:43:23, time: 0.507, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4231, decode.acc_seg: 83.2921, aux.loss_ce: 0.1991, aux.acc_seg: 81.1160, loss: 0.6222
2022-08-15 03:19:36,543 - mmseg - INFO - Iter [28700/160000] lr: 4.924e-05, eta: 19:42:51, time: 0.520, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3926, decode.acc_seg: 84.4363, aux.loss_ce: 0.1878, aux.acc_seg: 82.3795, loss: 0.5804
2022-08-15 03:20:02,113 - mmseg - INFO - Iter [28750/160000] lr: 4.922e-05, eta: 19:42:18, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4022, decode.acc_seg: 83.9246, aux.loss_ce: 0.1868, aux.acc_seg: 82.0635, loss: 0.5890
2022-08-15 03:20:27,578 - mmseg - INFO - Iter [28800/160000] lr: 4.920e-05, eta: 19:41:44, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4019, decode.acc_seg: 84.2118, aux.loss_ce: 0.1939, aux.acc_seg: 81.6966, loss: 0.5959
2022-08-15 03:20:53,507 - mmseg - INFO - Iter [28850/160000] lr: 4.918e-05, eta: 19:41:12, time: 0.519, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4241, decode.acc_seg: 83.4760, aux.loss_ce: 0.2035, aux.acc_seg: 81.1588, loss: 0.6276
2022-08-15 03:21:19,458 - mmseg - INFO - Iter [28900/160000] lr: 4.916e-05, eta: 19:40:40, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3902, decode.acc_seg: 84.7736, aux.loss_ce: 0.1834, aux.acc_seg: 82.8287, loss: 0.5736
2022-08-15 03:21:45,169 - mmseg - INFO - Iter [28950/160000] lr: 4.914e-05, eta: 19:40:07, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4083, decode.acc_seg: 84.8000, aux.loss_ce: 0.1955, aux.acc_seg: 82.4148, loss: 0.6038
2022-08-15 03:22:10,455 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 03:22:10,455 - mmseg - INFO - Iter [29000/160000] lr: 4.913e-05, eta: 19:39:32, time: 0.505, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4353, decode.acc_seg: 83.0801, aux.loss_ce: 0.1990, aux.acc_seg: 81.5697, loss: 0.6343
2022-08-15 03:22:37,906 - mmseg - INFO - Iter [29050/160000] lr: 4.911e-05, eta: 19:39:07, time: 0.550, data_time: 0.052, memory: 26680, decode.loss_ce: 0.4229, decode.acc_seg: 83.6858, aux.loss_ce: 0.1971, aux.acc_seg: 81.6627, loss: 0.6200
2022-08-15 03:23:03,703 - mmseg - INFO - Iter [29100/160000] lr: 4.909e-05, eta: 19:38:35, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3946, decode.acc_seg: 84.6435, aux.loss_ce: 0.1881, aux.acc_seg: 82.4570, loss: 0.5826
2022-08-15 03:23:29,741 - mmseg - INFO - Iter [29150/160000] lr: 4.907e-05, eta: 19:38:03, time: 0.521, data_time: 0.006, memory: 26680, decode.loss_ce: 0.3784, decode.acc_seg: 84.9456, aux.loss_ce: 0.1823, aux.acc_seg: 82.8848, loss: 0.5607
2022-08-15 03:23:55,103 - mmseg - INFO - Iter [29200/160000] lr: 4.905e-05, eta: 19:37:29, time: 0.507, data_time: 0.006, memory: 26680, decode.loss_ce: 0.4074, decode.acc_seg: 84.3496, aux.loss_ce: 0.1943, aux.acc_seg: 82.1884, loss: 0.6017
2022-08-15 03:24:20,782 - mmseg - INFO - Iter [29250/160000] lr: 4.903e-05, eta: 19:36:56, time: 0.514, data_time: 0.006, memory: 26680, decode.loss_ce: 0.3911, decode.acc_seg: 84.7434, aux.loss_ce: 0.1905, aux.acc_seg: 82.0460, loss: 0.5816
2022-08-15 03:24:46,311 - mmseg - INFO - Iter [29300/160000] lr: 4.901e-05, eta: 19:36:22, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3899, decode.acc_seg: 84.3710, aux.loss_ce: 0.1871, aux.acc_seg: 82.3267, loss: 0.5770
2022-08-15 03:25:13,119 - mmseg - INFO - Iter [29350/160000] lr: 4.899e-05, eta: 19:35:54, time: 0.536, data_time: 0.009, memory: 26680, decode.loss_ce: 0.3791, decode.acc_seg: 85.0779, aux.loss_ce: 0.1831, aux.acc_seg: 82.6014, loss: 0.5621
2022-08-15 03:25:39,340 - mmseg - INFO - Iter [29400/160000] lr: 4.898e-05, eta: 19:35:24, time: 0.524, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3883, decode.acc_seg: 85.1564, aux.loss_ce: 0.1923, aux.acc_seg: 82.7310, loss: 0.5806
2022-08-15 03:26:04,744 - mmseg - INFO - Iter [29450/160000] lr: 4.896e-05, eta: 19:34:50, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4279, decode.acc_seg: 83.7535, aux.loss_ce: 0.2023, aux.acc_seg: 81.4614, loss: 0.6302
2022-08-15 03:26:30,269 - mmseg - INFO - Iter [29500/160000] lr: 4.894e-05, eta: 19:34:16, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3937, decode.acc_seg: 84.1345, aux.loss_ce: 0.1875, aux.acc_seg: 81.8998, loss: 0.5811
2022-08-15 03:26:55,556 - mmseg - INFO - Iter [29550/160000] lr: 4.892e-05, eta: 19:33:42, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4090, decode.acc_seg: 84.2786, aux.loss_ce: 0.1964, aux.acc_seg: 81.6084, loss: 0.6054
2022-08-15 03:27:20,730 - mmseg - INFO - Iter [29600/160000] lr: 4.890e-05, eta: 19:33:07, time: 0.503, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4148, decode.acc_seg: 83.6407, aux.loss_ce: 0.1951, aux.acc_seg: 81.6484, loss: 0.6099
2022-08-15 03:27:46,119 - mmseg - INFO - Iter [29650/160000] lr: 4.888e-05, eta: 19:32:33, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3976, decode.acc_seg: 84.2734, aux.loss_ce: 0.1837, aux.acc_seg: 82.7191, loss: 0.5813
2022-08-15 03:28:11,952 - mmseg - INFO - Iter [29700/160000] lr: 4.886e-05, eta: 19:32:01, time: 0.517, data_time: 0.006, memory: 26680, decode.loss_ce: 0.3864, decode.acc_seg: 84.9584, aux.loss_ce: 0.1845, aux.acc_seg: 82.3116, loss: 0.5708
2022-08-15 03:28:37,720 - mmseg - INFO - Iter [29750/160000] lr: 4.884e-05, eta: 19:31:28, time: 0.515, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3792, decode.acc_seg: 84.9567, aux.loss_ce: 0.1800, aux.acc_seg: 82.9490, loss: 0.5592
2022-08-15 03:29:03,734 - mmseg - INFO - Iter [29800/160000] lr: 4.883e-05, eta: 19:30:57, time: 0.520, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3799, decode.acc_seg: 84.9015, aux.loss_ce: 0.1834, aux.acc_seg: 82.7085, loss: 0.5633
2022-08-15 03:29:29,313 - mmseg - INFO - Iter [29850/160000] lr: 4.881e-05, eta: 19:30:24, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4088, decode.acc_seg: 84.0541, aux.loss_ce: 0.1931, aux.acc_seg: 82.3609, loss: 0.6019
2022-08-15 03:29:55,269 - mmseg - INFO - Iter [29900/160000] lr: 4.879e-05, eta: 19:29:53, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4236, decode.acc_seg: 83.4416, aux.loss_ce: 0.1990, aux.acc_seg: 80.8935, loss: 0.6226
2022-08-15 03:30:20,914 - mmseg - INFO - Iter [29950/160000] lr: 4.877e-05, eta: 19:29:20, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4076, decode.acc_seg: 83.6617, aux.loss_ce: 0.1925, aux.acc_seg: 81.6093, loss: 0.6001
2022-08-15 03:30:46,656 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 03:30:46,656 - mmseg - INFO - Iter [30000/160000] lr: 4.875e-05, eta: 19:28:47, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3838, decode.acc_seg: 84.8167, aux.loss_ce: 0.1841, aux.acc_seg: 82.9325, loss: 0.5678
2022-08-15 03:31:12,388 - mmseg - INFO - Iter [30050/160000] lr: 4.873e-05, eta: 19:28:15, time: 0.515, data_time: 0.008, memory: 26680, decode.loss_ce: 0.3574, decode.acc_seg: 86.1283, aux.loss_ce: 0.1681, aux.acc_seg: 84.6050, loss: 0.5254
2022-08-15 03:31:38,339 - mmseg - INFO - Iter [30100/160000] lr: 4.871e-05, eta: 19:27:44, time: 0.519, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3998, decode.acc_seg: 84.0590, aux.loss_ce: 0.1905, aux.acc_seg: 81.7466, loss: 0.5903
2022-08-15 03:32:03,838 - mmseg - INFO - Iter [30150/160000] lr: 4.869e-05, eta: 19:27:11, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4291, decode.acc_seg: 83.6339, aux.loss_ce: 0.1993, aux.acc_seg: 81.7267, loss: 0.6284
2022-08-15 03:32:29,436 - mmseg - INFO - Iter [30200/160000] lr: 4.868e-05, eta: 19:26:38, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3943, decode.acc_seg: 84.1097, aux.loss_ce: 0.1852, aux.acc_seg: 82.0075, loss: 0.5795
2022-08-15 03:32:55,502 - mmseg - INFO - Iter [30250/160000] lr: 4.866e-05, eta: 19:26:07, time: 0.522, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4149, decode.acc_seg: 83.8493, aux.loss_ce: 0.2012, aux.acc_seg: 81.1883, loss: 0.6161
2022-08-15 03:33:21,043 - mmseg - INFO - Iter [30300/160000] lr: 4.864e-05, eta: 19:25:34, time: 0.510, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4132, decode.acc_seg: 83.7173, aux.loss_ce: 0.1946, aux.acc_seg: 81.7796, loss: 0.6077
2022-08-15 03:33:49,057 - mmseg - INFO - Iter [30350/160000] lr: 4.862e-05, eta: 19:25:11, time: 0.560, data_time: 0.053, memory: 26680, decode.loss_ce: 0.3822, decode.acc_seg: 84.7802, aux.loss_ce: 0.1817, aux.acc_seg: 82.7517, loss: 0.5638
2022-08-15 03:34:14,712 - mmseg - INFO - Iter [30400/160000] lr: 4.860e-05, eta: 19:24:39, time: 0.514, data_time: 0.008, memory: 26680, decode.loss_ce: 0.3575, decode.acc_seg: 86.0445, aux.loss_ce: 0.1741, aux.acc_seg: 83.6677, loss: 0.5315
2022-08-15 03:34:39,907 - mmseg - INFO - Iter [30450/160000] lr: 4.858e-05, eta: 19:24:04, time: 0.504, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4004, decode.acc_seg: 84.3387, aux.loss_ce: 0.1908, aux.acc_seg: 82.0335, loss: 0.5912
2022-08-15 03:35:05,484 - mmseg - INFO - Iter [30500/160000] lr: 4.856e-05, eta: 19:23:32, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3728, decode.acc_seg: 85.4017, aux.loss_ce: 0.1811, aux.acc_seg: 83.2221, loss: 0.5539
2022-08-15 03:35:31,298 - mmseg - INFO - Iter [30550/160000] lr: 4.854e-05, eta: 19:23:00, time: 0.517, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3614, decode.acc_seg: 85.5719, aux.loss_ce: 0.1749, aux.acc_seg: 83.3675, loss: 0.5363
2022-08-15 03:35:56,750 - mmseg - INFO - Iter [30600/160000] lr: 4.853e-05, eta: 19:22:26, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3675, decode.acc_seg: 85.4363, aux.loss_ce: 0.1808, aux.acc_seg: 82.7393, loss: 0.5484
2022-08-15 03:36:22,347 - mmseg - INFO - Iter [30650/160000] lr: 4.851e-05, eta: 19:21:54, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3771, decode.acc_seg: 85.3269, aux.loss_ce: 0.1816, aux.acc_seg: 83.1581, loss: 0.5587
2022-08-15 03:36:48,470 - mmseg - INFO - Iter [30700/160000] lr: 4.849e-05, eta: 19:21:23, time: 0.522, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3899, decode.acc_seg: 84.8924, aux.loss_ce: 0.1829, aux.acc_seg: 83.0171, loss: 0.5728
2022-08-15 03:37:14,333 - mmseg - INFO - Iter [30750/160000] lr: 4.847e-05, eta: 19:20:52, time: 0.517, data_time: 0.008, memory: 26680, decode.loss_ce: 0.4014, decode.acc_seg: 84.4538, aux.loss_ce: 0.1935, aux.acc_seg: 81.7575, loss: 0.5949
2022-08-15 03:37:40,159 - mmseg - INFO - Iter [30800/160000] lr: 4.845e-05, eta: 19:20:20, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3930, decode.acc_seg: 84.2496, aux.loss_ce: 0.1902, aux.acc_seg: 81.9082, loss: 0.5832
2022-08-15 03:38:06,231 - mmseg - INFO - Iter [30850/160000] lr: 4.843e-05, eta: 19:19:50, time: 0.521, data_time: 0.008, memory: 26680, decode.loss_ce: 0.3813, decode.acc_seg: 84.4952, aux.loss_ce: 0.1745, aux.acc_seg: 82.8841, loss: 0.5559
2022-08-15 03:38:31,585 - mmseg - INFO - Iter [30900/160000] lr: 4.841e-05, eta: 19:19:16, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3804, decode.acc_seg: 84.8191, aux.loss_ce: 0.1893, aux.acc_seg: 82.0898, loss: 0.5697
2022-08-15 03:38:57,414 - mmseg - INFO - Iter [30950/160000] lr: 4.839e-05, eta: 19:18:45, time: 0.517, data_time: 0.006, memory: 26680, decode.loss_ce: 0.3809, decode.acc_seg: 84.5488, aux.loss_ce: 0.1842, aux.acc_seg: 82.3405, loss: 0.5651
2022-08-15 03:39:22,767 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 03:39:22,767 - mmseg - INFO - Iter [31000/160000] lr: 4.838e-05, eta: 19:18:11, time: 0.507, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3849, decode.acc_seg: 84.3950, aux.loss_ce: 0.1820, aux.acc_seg: 82.1027, loss: 0.5669
2022-08-15 03:39:48,435 - mmseg - INFO - Iter [31050/160000] lr: 4.836e-05, eta: 19:17:39, time: 0.513, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3971, decode.acc_seg: 84.6116, aux.loss_ce: 0.1863, aux.acc_seg: 82.2802, loss: 0.5834
2022-08-15 03:40:13,830 - mmseg - INFO - Iter [31100/160000] lr: 4.834e-05, eta: 19:17:05, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3863, decode.acc_seg: 84.9414, aux.loss_ce: 0.1852, aux.acc_seg: 82.6765, loss: 0.5716
2022-08-15 03:40:39,256 - mmseg - INFO - Iter [31150/160000] lr: 4.832e-05, eta: 19:16:32, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3749, decode.acc_seg: 85.1458, aux.loss_ce: 0.1808, aux.acc_seg: 82.8731, loss: 0.5557
2022-08-15 03:41:04,799 - mmseg - INFO - Iter [31200/160000] lr: 4.830e-05, eta: 19:16:00, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4089, decode.acc_seg: 83.7253, aux.loss_ce: 0.1941, aux.acc_seg: 81.5466, loss: 0.6031
2022-08-15 03:41:30,952 - mmseg - INFO - Iter [31250/160000] lr: 4.828e-05, eta: 19:15:30, time: 0.523, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4042, decode.acc_seg: 84.2912, aux.loss_ce: 0.1936, aux.acc_seg: 81.8565, loss: 0.5978
2022-08-15 03:41:56,653 - mmseg - INFO - Iter [31300/160000] lr: 4.826e-05, eta: 19:14:58, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4056, decode.acc_seg: 83.6754, aux.loss_ce: 0.1952, aux.acc_seg: 81.7398, loss: 0.6009
2022-08-15 03:42:22,257 - mmseg - INFO - Iter [31350/160000] lr: 4.824e-05, eta: 19:14:25, time: 0.512, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3949, decode.acc_seg: 84.4206, aux.loss_ce: 0.1890, aux.acc_seg: 82.1981, loss: 0.5839
2022-08-15 03:42:47,793 - mmseg - INFO - Iter [31400/160000] lr: 4.823e-05, eta: 19:13:53, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3780, decode.acc_seg: 85.3460, aux.loss_ce: 0.1847, aux.acc_seg: 82.7542, loss: 0.5627
2022-08-15 03:43:13,264 - mmseg - INFO - Iter [31450/160000] lr: 4.821e-05, eta: 19:13:20, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3922, decode.acc_seg: 84.2099, aux.loss_ce: 0.1888, aux.acc_seg: 81.8501, loss: 0.5810
2022-08-15 03:43:38,707 - mmseg - INFO - Iter [31500/160000] lr: 4.819e-05, eta: 19:12:47, time: 0.509, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4092, decode.acc_seg: 84.4834, aux.loss_ce: 0.1945, aux.acc_seg: 82.2776, loss: 0.6037
2022-08-15 03:44:03,995 - mmseg - INFO - Iter [31550/160000] lr: 4.817e-05, eta: 19:12:13, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.4430, decode.acc_seg: 82.8953, aux.loss_ce: 0.2078, aux.acc_seg: 80.8327, loss: 0.6509
2022-08-15 03:44:32,132 - mmseg - INFO - Iter [31600/160000] lr: 4.815e-05, eta: 19:11:51, time: 0.563, data_time: 0.053, memory: 26680, decode.loss_ce: 0.3828, decode.acc_seg: 85.0362, aux.loss_ce: 0.1857, aux.acc_seg: 82.9508, loss: 0.5685
2022-08-15 03:44:57,521 - mmseg - INFO - Iter [31650/160000] lr: 4.813e-05, eta: 19:11:18, time: 0.508, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3961, decode.acc_seg: 84.6308, aux.loss_ce: 0.1901, aux.acc_seg: 82.1867, loss: 0.5863
2022-08-15 03:45:23,244 - mmseg - INFO - Iter [31700/160000] lr: 4.811e-05, eta: 19:10:47, time: 0.514, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3858, decode.acc_seg: 84.9289, aux.loss_ce: 0.1827, aux.acc_seg: 82.7399, loss: 0.5686
2022-08-15 03:45:48,779 - mmseg - INFO - Iter [31750/160000] lr: 4.809e-05, eta: 19:10:14, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3957, decode.acc_seg: 84.5324, aux.loss_ce: 0.1929, aux.acc_seg: 82.0252, loss: 0.5887
2022-08-15 03:46:13,911 - mmseg - INFO - Iter [31800/160000] lr: 4.808e-05, eta: 19:09:40, time: 0.503, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3846, decode.acc_seg: 85.3114, aux.loss_ce: 0.1859, aux.acc_seg: 82.7278, loss: 0.5705
2022-08-15 03:46:39,723 - mmseg - INFO - Iter [31850/160000] lr: 4.806e-05, eta: 19:09:09, time: 0.516, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3958, decode.acc_seg: 84.0314, aux.loss_ce: 0.1882, aux.acc_seg: 81.7098, loss: 0.5841
2022-08-15 03:47:05,051 - mmseg - INFO - Iter [31900/160000] lr: 4.804e-05, eta: 19:08:36, time: 0.506, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3791, decode.acc_seg: 85.4381, aux.loss_ce: 0.1841, aux.acc_seg: 82.9338, loss: 0.5631
2022-08-15 03:47:30,603 - mmseg - INFO - Iter [31950/160000] lr: 4.802e-05, eta: 19:08:03, time: 0.511, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3854, decode.acc_seg: 84.6700, aux.loss_ce: 0.1843, aux.acc_seg: 82.5127, loss: 0.5697
2022-08-15 03:47:55,912 - mmseg - INFO - Saving checkpoint at 32000 iterations
2022-08-15 03:48:00,261 - mmseg - INFO - Exp name: upernet_512_nextvit_large_160k.py
2022-08-15 03:48:00,261 - mmseg - INFO - Iter [32000/160000] lr: 4.800e-05, eta: 19:07:47, time: 0.593, data_time: 0.007, memory: 26680, decode.loss_ce: 0.3717, decode.acc_seg: 85.4512, aux.loss_ce: 0.1773, aux.acc_seg: 83.2736, loss: 0.5490
2022-08-15 03:48:30,744 - mmseg - INFO - per class results:
2022-08-15 03:48:30,750 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 75.4 | 86.46 |
| building | 81.19 | 90.09 |
| sky | 94.19 | 96.86 |
| floor | 82.07 | 90.58 |
| tree | 73.64 | 88.94 |
| ceiling | 82.85 | 93.1 |
| road | 81.92 | 90.43 |
| bed | 87.13 | 94.61 |
| windowpane | 60.32 | 79.19 |
| grass | 61.68 | 71.96 |
| cabinet | 57.53 | 67.3 |
| sidewalk | 62.83 | 74.35 |
| person | 78.65 | 89.36 |
| earth | 35.15 | 56.97 |
| door | 40.56 | 49.11 |
| table | 54.64 | 71.62 |
| mountain | 52.27 | 61.4 |
| plant | 50.93 | 58.96 |
| curtain | 68.99 | 83.1 |
| chair | 53.42 | 69.93 |
| car | 83.55 | 90.57 |
| water | 54.77 | 74.74 |
| painting | 67.67 | 87.22 |
| sofa | 66.82 | 83.12 |
| shelf | 39.67 | 54.03 |
| house | 47.55 | 83.88 |
| sea | 66.08 | 86.82 |
| mirror | 58.84 | 68.89 |
| rug | 62.72 | 74.19 |
| field | 23.52 | 39.73 |
| armchair | 46.62 | 64.13 |
| seat | 59.7 | 83.06 |
| fence | 38.55 | 51.56 |
| desk | 41.99 | 71.35 |
| rock | 42.56 | 60.93 |
| wardrobe | 52.05 | 71.15 |
| lamp | 57.37 | 73.92 |
| bathtub | 71.29 | 81.32 |
| railing | 33.25 | 44.28 |
| cushion | 53.51 | 65.17 |
| base | 29.34 | 41.82 |
| box | 24.9 | 30.96 |
| column | 42.7 | 53.78 |
| signboard | 35.41 | 47.48 |
| chest of drawers | 36.6 | 58.57 |
| counter | 30.59 | 37.04 |
| sand | 38.91 | 57.58 |
| sink | 66.3 | 72.3 |
| skyscraper | 50.22 | 56.77 |
| fireplace | 71.06 | 87.64 |
| refrigerator | 65.02 | 84.62 |
| grandstand | 37.38 | 81.19 |
| path | 21.01 | 32.71 |
| stairs | 30.81 | 36.55 |
| runway | 67.32 | 92.92 |
| case | 59.58 | 90.65 |
| pool table | 91.47 | 95.75 |
| pillow | 55.93 | 67.89 |
| screen door | 62.58 | 83.88 |
| stairway | 33.48 | 41.5 |
| river | 14.57 | 22.19 |
| bridge | 55.84 | 78.74 |
| bookcase | 32.67 | 52.29 |
| blind | 35.22 | 45.31 |
| coffee table | 54.93 | 78.88 |
| toilet | 79.69 | 92.41 |
| flower | 33.76 | 44.23 |
| book | 43.47 | 66.93 |
| hill | 9.95 | 13.18 |
| bench | 44.85 | 52.93 |
| countertop | 55.89 | 68.96 |
| stove | 68.46 | 82.34 |
| palm | 44.26 | 70.41 |
| kitchen island | 42.45 | 82.43 |
| computer | 56.03 | 68.95 |
| swivel chair | 44.71 | 78.77 |
| boat | 37.91 | 49.29 |
| bar | 42.87 | 63.68 |
| arcade machine | 72.84 | 81.3 |
| hovel | 36.25 | 58.99 |
| bus | 80.73 | 96.15 |
| towel | 60.1 | 69.55 |
| light | 50.91 | 58.52 |
| truck | 13.87 | 22.76 |
| tower | 14.87 | 24.13 |
| chandelier | 63.05 | 79.51 |
| awning | 32.24 | 40.48 |
| streetlight | 23.19 | 31.8 |
| booth | 27.28 | 39.13 |
| television receiver | 65.78 | 79.81 |
| airplane | 56.71 | 63.17 |
| dirt track | 0.0 | 0.0 |
| apparel | 29.44 | 38.23 |
| pole | 16.23 | 19.68 |
| land | 0.67 | 1.29 |
| bannister | 4.75 | 5.84 |
| escalator | 51.92 | 80.1 |
| ottoman | 52.41 | 58.97 |
| bottle | 37.75 | 64.9 |
| buffet | 57.19 | 86.04 |
| poster | 26.58 | 40.32 |
| stage | 12.73 | 26.04 |
| van | 41.58 | 55.82 |
| ship | 59.4 | 90.41 |
| fountain | 22.81 | 23.36 |
| conveyer belt | 75.76 | 94.4 |
| canopy | 27.25 | 39.9 |
| washer | 69.08 | 73.4 |
| plaything | 16.91 | 23.98 |
| swimming pool | 72.07 | 85.64 |
| stool | 40.12 | 58.61 |
| barrel | 44.91 | 65.07 |
| basket | 29.48 | 36.03 |
| waterfall | 66.66 | 72.75 |
| tent | 94.72 | 97.99 |
| bag | 14.79 | 17.16 |
| minibike | 67.39 | 80.7 |
| cradle | 80.88 | 95.2 |
| oven | 12.34 | 35.13 |
| ball | 47.83 | 63.6 |
| food | 48.91 | 55.23 |
| step | 5.31 | 6.28 |
| tank | 53.76 | 65.68 |
| trade name | 26.73 | 32.58 |
| microwave | 36.85 | 43.56 |
| pot | 43.66 | 50.91 |
| animal | 65.84 | 70.09 |
| bicycle | 54.73 | 66.92 |
| lake | 30.18 | 52.62 |
| dishwasher | 42.68 | 52.97 |
| screen | 55.98 | 68.21 |
| blanket | 12.81 | 14.33 |
| sculpture | 54.58 | 82.09 |
| hood | 58.21 | 71.16 |
| sconce | 28.56 | 32.64 |
| vase | 33.86 | 52.51 |
| traffic light | 24.91 | 38.91 |
| tray | 1.1 | 1.18 |
| ashcan | 37.0 | 45.66 |
| fan | 55.59 | 71.05 |
| pier | 49.47 | 68.22 |
| crt screen | 7.78 | 12.26 |
| plate | 45.24 | 53.05 |
| monitor | 41.0 | 85.25 |
| bulletin board | 50.62 | 55.49 |
| shower | 0.01 | 0.01 |
| radiator | 58.99 | 74.76 |
| glass | 11.39 | 12.14 |
| clock | 36.37 | 40.82 |
| flag | 53.35 | 67.9 |
+---------------------+-------+-------+
2022-08-15 03:48:30,751 - mmseg - INFO - Summary:
2022-08-15 03:48:30,751 - mmseg - INFO -