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fpn_80k_nextvit_large_1n1k6m_pretrained.log
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2022-08-15 21:44:03,314 - mmseg - INFO - workflow: [('train', 1)], max: 40000 iters
2022-08-15 21:44:47,527 - mmseg - INFO - Iter [50/40000] lr: 9.989e-05, eta: 7:08:27, time: 0.643, data_time: 0.013, memory: 21712, decode.loss_ce: 2.9688, decode.acc_seg: 42.4738, loss: 2.9688
2022-08-15 21:45:11,175 - mmseg - INFO - Iter [100/40000] lr: 9.978e-05, eta: 6:11:14, time: 0.473, data_time: 0.008, memory: 21712, decode.loss_ce: 2.0192, decode.acc_seg: 56.3183, loss: 2.0192
2022-08-15 21:45:34,749 - mmseg - INFO - Iter [150/40000] lr: 9.967e-05, eta: 5:51:32, time: 0.471, data_time: 0.008, memory: 21712, decode.loss_ce: 1.6763, decode.acc_seg: 58.0466, loss: 1.6763
2022-08-15 21:45:58,713 - mmseg - INFO - Iter [200/40000] lr: 9.956e-05, eta: 5:42:43, time: 0.479, data_time: 0.009, memory: 21712, decode.loss_ce: 1.4677, decode.acc_seg: 61.9399, loss: 1.4677
2022-08-15 21:46:22,685 - mmseg - INFO - Iter [250/40000] lr: 9.945e-05, eta: 5:37:20, time: 0.479, data_time: 0.009, memory: 21712, decode.loss_ce: 1.4472, decode.acc_seg: 61.6087, loss: 1.4472
2022-08-15 21:46:46,835 - mmseg - INFO - Iter [300/40000] lr: 9.933e-05, eta: 5:34:03, time: 0.483, data_time: 0.009, memory: 21712, decode.loss_ce: 1.3122, decode.acc_seg: 64.0296, loss: 1.3122
2022-08-15 21:47:10,866 - mmseg - INFO - Iter [350/40000] lr: 9.922e-05, eta: 5:31:20, time: 0.480, data_time: 0.009, memory: 21712, decode.loss_ce: 1.2384, decode.acc_seg: 65.2186, loss: 1.2384
2022-08-15 21:47:34,956 - mmseg - INFO - Iter [400/40000] lr: 9.911e-05, eta: 5:29:18, time: 0.482, data_time: 0.009, memory: 21712, decode.loss_ce: 1.2616, decode.acc_seg: 64.1444, loss: 1.2616
2022-08-15 21:47:59,081 - mmseg - INFO - Iter [450/40000] lr: 9.900e-05, eta: 5:27:42, time: 0.483, data_time: 0.009, memory: 21712, decode.loss_ce: 1.1672, decode.acc_seg: 66.4341, loss: 1.1672
2022-08-15 21:48:22,963 - mmseg - INFO - Iter [500/40000] lr: 9.889e-05, eta: 5:26:00, time: 0.478, data_time: 0.009, memory: 21712, decode.loss_ce: 1.1444, decode.acc_seg: 66.4237, loss: 1.1444
2022-08-15 21:48:46,753 - mmseg - INFO - Iter [550/40000] lr: 9.878e-05, eta: 5:24:25, time: 0.475, data_time: 0.009, memory: 21712, decode.loss_ce: 1.1116, decode.acc_seg: 66.4912, loss: 1.1116
2022-08-15 21:49:11,028 - mmseg - INFO - Iter [600/40000] lr: 9.866e-05, eta: 5:23:35, time: 0.486, data_time: 0.009, memory: 21712, decode.loss_ce: 1.1249, decode.acc_seg: 66.4234, loss: 1.1249
2022-08-15 21:49:37,682 - mmseg - INFO - Iter [650/40000] lr: 9.855e-05, eta: 5:25:12, time: 0.533, data_time: 0.067, memory: 21712, decode.loss_ce: 1.0892, decode.acc_seg: 67.4353, loss: 1.0892
2022-08-15 21:50:01,554 - mmseg - INFO - Iter [700/40000] lr: 9.844e-05, eta: 5:23:56, time: 0.477, data_time: 0.009, memory: 21712, decode.loss_ce: 1.0523, decode.acc_seg: 67.8569, loss: 1.0523
2022-08-15 21:50:25,617 - mmseg - INFO - Iter [750/40000] lr: 9.833e-05, eta: 5:22:56, time: 0.481, data_time: 0.009, memory: 21712, decode.loss_ce: 1.0420, decode.acc_seg: 67.7598, loss: 1.0420
2022-08-15 21:50:49,400 - mmseg - INFO - Iter [800/40000] lr: 9.822e-05, eta: 5:21:47, time: 0.476, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9819, decode.acc_seg: 68.7115, loss: 0.9819
2022-08-15 21:51:13,303 - mmseg - INFO - Iter [850/40000] lr: 9.811e-05, eta: 5:20:49, time: 0.478, data_time: 0.008, memory: 21712, decode.loss_ce: 0.9349, decode.acc_seg: 70.2340, loss: 0.9349
2022-08-15 21:51:36,915 - mmseg - INFO - Iter [900/40000] lr: 9.800e-05, eta: 5:19:43, time: 0.472, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9821, decode.acc_seg: 69.6295, loss: 0.9821
2022-08-15 21:52:00,583 - mmseg - INFO - Iter [950/40000] lr: 9.788e-05, eta: 5:18:42, time: 0.473, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9387, decode.acc_seg: 69.6393, loss: 0.9387
2022-08-15 21:52:24,814 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 21:52:24,815 - mmseg - INFO - Iter [1000/40000] lr: 9.777e-05, eta: 5:18:07, time: 0.484, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9732, decode.acc_seg: 69.0973, loss: 0.9732
2022-08-15 21:52:48,839 - mmseg - INFO - Iter [1050/40000] lr: 9.766e-05, eta: 5:17:27, time: 0.481, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9507, decode.acc_seg: 69.9536, loss: 0.9507
2022-08-15 21:53:12,634 - mmseg - INFO - Iter [1100/40000] lr: 9.755e-05, eta: 5:16:39, time: 0.475, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9375, decode.acc_seg: 69.9773, loss: 0.9375
2022-08-15 21:53:37,381 - mmseg - INFO - Iter [1150/40000] lr: 9.744e-05, eta: 5:16:25, time: 0.495, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9073, decode.acc_seg: 70.5554, loss: 0.9073
2022-08-15 21:54:01,516 - mmseg - INFO - Iter [1200/40000] lr: 9.733e-05, eta: 5:15:51, time: 0.483, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9268, decode.acc_seg: 69.8244, loss: 0.9268
2022-08-15 21:54:25,347 - mmseg - INFO - Iter [1250/40000] lr: 9.721e-05, eta: 5:15:09, time: 0.477, data_time: 0.009, memory: 21712, decode.loss_ce: 0.9080, decode.acc_seg: 70.4311, loss: 0.9080
2022-08-15 21:54:51,668 - mmseg - INFO - Iter [1300/40000] lr: 9.710e-05, eta: 5:15:42, time: 0.526, data_time: 0.061, memory: 21712, decode.loss_ce: 0.8529, decode.acc_seg: 72.1534, loss: 0.8529
2022-08-15 21:55:15,401 - mmseg - INFO - Iter [1350/40000] lr: 9.699e-05, eta: 5:14:56, time: 0.474, data_time: 0.009, memory: 21712, decode.loss_ce: 0.8251, decode.acc_seg: 73.3269, loss: 0.8251
2022-08-15 21:55:39,010 - mmseg - INFO - Iter [1400/40000] lr: 9.688e-05, eta: 5:14:08, time: 0.472, data_time: 0.009, memory: 21712, decode.loss_ce: 0.8402, decode.acc_seg: 71.9486, loss: 0.8402
2022-08-15 21:56:02,645 - mmseg - INFO - Iter [1450/40000] lr: 9.677e-05, eta: 5:13:23, time: 0.473, data_time: 0.009, memory: 21712, decode.loss_ce: 0.8235, decode.acc_seg: 72.4920, loss: 0.8235
2022-08-15 21:56:26,492 - mmseg - INFO - Iter [1500/40000] lr: 9.665e-05, eta: 5:12:44, time: 0.477, data_time: 0.009, memory: 21712, decode.loss_ce: 0.8423, decode.acc_seg: 72.0844, loss: 0.8423
2022-08-15 21:56:50,298 - mmseg - INFO - Iter [1550/40000] lr: 9.654e-05, eta: 5:12:07, time: 0.477, data_time: 0.010, memory: 21712, decode.loss_ce: 0.8208, decode.acc_seg: 72.4556, loss: 0.8208
2022-08-15 21:57:13,837 - mmseg - INFO - Iter [1600/40000] lr: 9.643e-05, eta: 5:11:22, time: 0.470, data_time: 0.008, memory: 21712, decode.loss_ce: 0.8057, decode.acc_seg: 73.0587, loss: 0.8057
2022-08-15 21:57:37,529 - mmseg - INFO - Iter [1650/40000] lr: 9.632e-05, eta: 5:10:43, time: 0.474, data_time: 0.009, memory: 21712, decode.loss_ce: 0.8444, decode.acc_seg: 71.8442, loss: 0.8444
2022-08-15 21:58:01,140 - mmseg - INFO - Iter [1700/40000] lr: 9.621e-05, eta: 5:10:04, time: 0.473, data_time: 0.010, memory: 21712, decode.loss_ce: 0.8263, decode.acc_seg: 72.3981, loss: 0.8263
2022-08-15 21:58:25,046 - mmseg - INFO - Iter [1750/40000] lr: 9.610e-05, eta: 5:09:31, time: 0.478, data_time: 0.009, memory: 21712, decode.loss_ce: 0.8239, decode.acc_seg: 72.4182, loss: 0.8239
2022-08-15 21:58:48,881 - mmseg - INFO - Iter [1800/40000] lr: 9.598e-05, eta: 5:08:57, time: 0.477, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7922, decode.acc_seg: 72.8996, loss: 0.7922
2022-08-15 21:59:12,706 - mmseg - INFO - Iter [1850/40000] lr: 9.587e-05, eta: 5:08:24, time: 0.477, data_time: 0.009, memory: 21712, decode.loss_ce: 0.8243, decode.acc_seg: 71.9324, loss: 0.8243
2022-08-15 21:59:39,863 - mmseg - INFO - Iter [1900/40000] lr: 9.576e-05, eta: 5:08:57, time: 0.542, data_time: 0.059, memory: 21712, decode.loss_ce: 0.7836, decode.acc_seg: 73.7466, loss: 0.7836
2022-08-15 22:00:03,483 - mmseg - INFO - Iter [1950/40000] lr: 9.565e-05, eta: 5:08:20, time: 0.473, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7445, decode.acc_seg: 74.7450, loss: 0.7445
2022-08-15 22:00:27,769 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 22:00:27,769 - mmseg - INFO - Iter [2000/40000] lr: 9.554e-05, eta: 5:07:55, time: 0.486, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7550, decode.acc_seg: 74.1393, loss: 0.7550
2022-08-15 22:00:51,581 - mmseg - INFO - Iter [2050/40000] lr: 9.542e-05, eta: 5:07:21, time: 0.476, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7438, decode.acc_seg: 74.1943, loss: 0.7438
2022-08-15 22:01:15,332 - mmseg - INFO - Iter [2100/40000] lr: 9.531e-05, eta: 5:06:47, time: 0.475, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7439, decode.acc_seg: 74.4257, loss: 0.7439
2022-08-15 22:01:38,955 - mmseg - INFO - Iter [2150/40000] lr: 9.520e-05, eta: 5:06:11, time: 0.473, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7870, decode.acc_seg: 73.3999, loss: 0.7870
2022-08-15 22:02:02,650 - mmseg - INFO - Iter [2200/40000] lr: 9.509e-05, eta: 5:05:37, time: 0.474, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7346, decode.acc_seg: 74.6690, loss: 0.7346
2022-08-15 22:02:26,286 - mmseg - INFO - Iter [2250/40000] lr: 9.498e-05, eta: 5:05:02, time: 0.472, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7963, decode.acc_seg: 72.7763, loss: 0.7963
2022-08-15 22:02:50,054 - mmseg - INFO - Iter [2300/40000] lr: 9.486e-05, eta: 5:04:31, time: 0.476, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7715, decode.acc_seg: 73.2761, loss: 0.7715
2022-08-15 22:03:13,941 - mmseg - INFO - Iter [2350/40000] lr: 9.475e-05, eta: 5:04:01, time: 0.478, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7510, decode.acc_seg: 74.4637, loss: 0.7510
2022-08-15 22:03:38,329 - mmseg - INFO - Iter [2400/40000] lr: 9.464e-05, eta: 5:03:39, time: 0.487, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7435, decode.acc_seg: 74.3251, loss: 0.7435
2022-08-15 22:04:01,915 - mmseg - INFO - Iter [2450/40000] lr: 9.453e-05, eta: 5:03:05, time: 0.472, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7240, decode.acc_seg: 74.9530, loss: 0.7240
2022-08-15 22:04:25,573 - mmseg - INFO - Iter [2500/40000] lr: 9.442e-05, eta: 5:02:32, time: 0.473, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7324, decode.acc_seg: 74.7135, loss: 0.7324
2022-08-15 22:04:51,772 - mmseg - INFO - Iter [2550/40000] lr: 9.430e-05, eta: 5:02:38, time: 0.524, data_time: 0.056, memory: 21712, decode.loss_ce: 0.7129, decode.acc_seg: 74.6745, loss: 0.7129
2022-08-15 22:05:15,410 - mmseg - INFO - Iter [2600/40000] lr: 9.419e-05, eta: 5:02:04, time: 0.472, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7007, decode.acc_seg: 75.7733, loss: 0.7007
2022-08-15 22:05:39,050 - mmseg - INFO - Iter [2650/40000] lr: 9.408e-05, eta: 5:01:32, time: 0.473, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6891, decode.acc_seg: 75.5294, loss: 0.6891
2022-08-15 22:06:02,873 - mmseg - INFO - Iter [2700/40000] lr: 9.397e-05, eta: 5:01:02, time: 0.477, data_time: 0.009, memory: 21712, decode.loss_ce: 0.7062, decode.acc_seg: 75.2407, loss: 0.7062
2022-08-15 22:06:26,386 - mmseg - INFO - Iter [2750/40000] lr: 9.386e-05, eta: 5:00:29, time: 0.471, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6715, decode.acc_seg: 75.7645, loss: 0.6715
2022-08-15 22:06:50,038 - mmseg - INFO - Iter [2800/40000] lr: 9.374e-05, eta: 4:59:57, time: 0.473, data_time: 0.008, memory: 21712, decode.loss_ce: 0.7244, decode.acc_seg: 74.7447, loss: 0.7244
2022-08-15 22:07:13,646 - mmseg - INFO - Iter [2850/40000] lr: 9.363e-05, eta: 4:59:25, time: 0.472, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6908, decode.acc_seg: 75.5100, loss: 0.6908
2022-08-15 22:07:37,164 - mmseg - INFO - Iter [2900/40000] lr: 9.352e-05, eta: 4:58:53, time: 0.470, data_time: 0.008, memory: 21712, decode.loss_ce: 0.7116, decode.acc_seg: 75.4572, loss: 0.7116
2022-08-15 22:08:00,828 - mmseg - INFO - Iter [2950/40000] lr: 9.341e-05, eta: 4:58:22, time: 0.473, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6926, decode.acc_seg: 75.3648, loss: 0.6926
2022-08-15 22:08:24,551 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 22:08:24,552 - mmseg - INFO - Iter [3000/40000] lr: 9.329e-05, eta: 4:57:52, time: 0.474, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6845, decode.acc_seg: 75.4790, loss: 0.6845
2022-08-15 22:08:47,977 - mmseg - INFO - Iter [3050/40000] lr: 9.318e-05, eta: 4:57:19, time: 0.469, data_time: 0.008, memory: 21712, decode.loss_ce: 0.7075, decode.acc_seg: 75.5123, loss: 0.7075
2022-08-15 22:09:11,788 - mmseg - INFO - Iter [3100/40000] lr: 9.307e-05, eta: 4:56:52, time: 0.477, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6796, decode.acc_seg: 75.4431, loss: 0.6796
2022-08-15 22:09:35,282 - mmseg - INFO - Iter [3150/40000] lr: 9.296e-05, eta: 4:56:20, time: 0.470, data_time: 0.008, memory: 21712, decode.loss_ce: 0.7082, decode.acc_seg: 74.7901, loss: 0.7082
2022-08-15 22:10:01,750 - mmseg - INFO - Iter [3200/40000] lr: 9.284e-05, eta: 4:56:23, time: 0.529, data_time: 0.069, memory: 21712, decode.loss_ce: 0.6699, decode.acc_seg: 76.1542, loss: 0.6699
2022-08-15 22:10:25,194 - mmseg - INFO - Iter [3250/40000] lr: 9.273e-05, eta: 4:55:50, time: 0.469, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6477, decode.acc_seg: 76.8362, loss: 0.6477
2022-08-15 22:10:48,828 - mmseg - INFO - Iter [3300/40000] lr: 9.262e-05, eta: 4:55:20, time: 0.472, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6561, decode.acc_seg: 77.0963, loss: 0.6561
2022-08-15 22:11:12,586 - mmseg - INFO - Iter [3350/40000] lr: 9.251e-05, eta: 4:54:52, time: 0.475, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6707, decode.acc_seg: 76.1013, loss: 0.6707
2022-08-15 22:11:36,206 - mmseg - INFO - Iter [3400/40000] lr: 9.240e-05, eta: 4:54:22, time: 0.473, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6412, decode.acc_seg: 76.7256, loss: 0.6412
2022-08-15 22:11:59,530 - mmseg - INFO - Iter [3450/40000] lr: 9.228e-05, eta: 4:53:50, time: 0.466, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6397, decode.acc_seg: 76.4649, loss: 0.6397
2022-08-15 22:12:23,051 - mmseg - INFO - Iter [3500/40000] lr: 9.217e-05, eta: 4:53:19, time: 0.470, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6609, decode.acc_seg: 76.6546, loss: 0.6609
2022-08-15 22:12:46,854 - mmseg - INFO - Iter [3550/40000] lr: 9.206e-05, eta: 4:52:52, time: 0.476, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6884, decode.acc_seg: 75.8589, loss: 0.6884
2022-08-15 22:13:10,634 - mmseg - INFO - Iter [3600/40000] lr: 9.195e-05, eta: 4:52:25, time: 0.476, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6790, decode.acc_seg: 75.5253, loss: 0.6790
2022-08-15 22:13:34,169 - mmseg - INFO - Iter [3650/40000] lr: 9.183e-05, eta: 4:51:55, time: 0.470, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6800, decode.acc_seg: 75.8921, loss: 0.6800
2022-08-15 22:13:57,649 - mmseg - INFO - Iter [3700/40000] lr: 9.172e-05, eta: 4:51:25, time: 0.470, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6479, decode.acc_seg: 77.1263, loss: 0.6479
2022-08-15 22:14:21,353 - mmseg - INFO - Iter [3750/40000] lr: 9.161e-05, eta: 4:50:57, time: 0.474, data_time: 0.008, memory: 21712, decode.loss_ce: 0.7079, decode.acc_seg: 75.0436, loss: 0.7079
2022-08-15 22:14:47,514 - mmseg - INFO - Iter [3800/40000] lr: 9.150e-05, eta: 4:50:53, time: 0.523, data_time: 0.054, memory: 21712, decode.loss_ce: 0.6624, decode.acc_seg: 76.5230, loss: 0.6624
2022-08-15 22:15:11,580 - mmseg - INFO - Iter [3850/40000] lr: 9.138e-05, eta: 4:50:28, time: 0.481, data_time: 0.008, memory: 21712, decode.loss_ce: 0.6555, decode.acc_seg: 76.5127, loss: 0.6555
2022-08-15 22:15:35,272 - mmseg - INFO - Iter [3900/40000] lr: 9.127e-05, eta: 4:50:00, time: 0.474, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6518, decode.acc_seg: 76.6935, loss: 0.6518
2022-08-15 22:15:59,039 - mmseg - INFO - Iter [3950/40000] lr: 9.116e-05, eta: 4:49:33, time: 0.475, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6221, decode.acc_seg: 77.3368, loss: 0.6221
2022-08-15 22:16:22,360 - mmseg - INFO - Saving checkpoint at 4000 iterations
2022-08-15 22:16:24,241 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 22:16:24,241 - mmseg - INFO - Iter [4000/40000] lr: 9.105e-05, eta: 4:49:19, time: 0.505, data_time: 0.009, memory: 21712, decode.loss_ce: 0.6125, decode.acc_seg: 77.7392, loss: 0.6125
2022-08-15 22:28:39,429 - mmseg - INFO - per class results:
2022-08-15 22:28:39,436 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 72.8 | 85.76 |
| building | 79.28 | 88.41 |
| sky | 93.71 | 96.89 |
| floor | 78.26 | 89.84 |
| tree | 71.6 | 89.77 |
| ceiling | 78.35 | 85.69 |
| road | 79.29 | 87.71 |
| bed | 84.2 | 92.89 |
| windowpane | 57.22 | 75.02 |
| grass | 66.12 | 89.28 |
| cabinet | 53.59 | 67.33 |
| sidewalk | 56.65 | 75.25 |
| person | 77.63 | 90.84 |
| earth | 32.34 | 42.01 |
| door | 40.18 | 53.69 |
| table | 49.13 | 70.79 |
| mountain | 53.29 | 69.8 |
| plant | 48.73 | 58.37 |
| curtain | 66.62 | 77.36 |
| chair | 48.74 | 68.27 |
| car | 80.43 | 92.11 |
| water | 44.19 | 58.97 |
| painting | 62.6 | 83.15 |
| sofa | 55.98 | 81.03 |
| shelf | 37.75 | 56.97 |
| house | 50.49 | 68.8 |
| sea | 56.48 | 90.86 |
| mirror | 51.24 | 64.75 |
| rug | 52.77 | 58.7 |
| field | 25.72 | 37.1 |
| armchair | 29.33 | 45.39 |
| seat | 59.03 | 73.48 |
| fence | 35.89 | 58.27 |
| desk | 34.3 | 54.44 |
| rock | 39.65 | 72.4 |
| wardrobe | 47.63 | 71.71 |
| lamp | 50.74 | 65.74 |
| bathtub | 56.87 | 81.2 |
| railing | 31.96 | 45.81 |
| cushion | 46.16 | 64.31 |
| base | 15.85 | 20.04 |
| box | 19.24 | 22.2 |
| column | 41.88 | 53.61 |
| signboard | 33.38 | 44.2 |
| chest of drawers | 34.82 | 45.75 |
| counter | 32.51 | 38.77 |
| sand | 40.47 | 46.48 |
| sink | 51.75 | 56.48 |
| skyscraper | 49.52 | 57.09 |
| fireplace | 60.81 | 79.82 |
| refrigerator | 59.05 | 75.34 |
| grandstand | 30.96 | 75.77 |
| path | 20.67 | 25.66 |
| stairs | 10.91 | 11.63 |
| runway | 71.9 | 92.3 |
| case | 50.48 | 74.06 |
| pool table | 90.31 | 94.36 |
| pillow | 47.87 | 58.32 |
| screen door | 50.54 | 74.26 |
| stairway | 22.6 | 42.03 |
| river | 19.83 | 39.77 |
| bridge | 65.55 | 75.63 |
| bookcase | 28.88 | 44.9 |
| blind | 27.75 | 29.61 |
| coffee table | 47.64 | 64.31 |
| toilet | 69.82 | 91.02 |
| flower | 31.19 | 48.12 |
| book | 42.66 | 68.87 |
| hill | 1.79 | 2.01 |
| bench | 40.65 | 47.91 |
| countertop | 50.31 | 77.73 |
| stove | 48.25 | 90.6 |
| palm | 41.65 | 62.8 |
| kitchen island | 24.31 | 51.27 |
| computer | 65.14 | 86.46 |
| swivel chair | 39.81 | 73.15 |
| boat | 59.7 | 76.02 |
| bar | 49.72 | 64.43 |
| arcade machine | 65.79 | 83.52 |
| hovel | 39.31 | 43.0 |
| bus | 76.39 | 88.32 |
| towel | 51.02 | 62.71 |
| light | 26.16 | 28.62 |
| truck | 27.43 | 40.71 |
| tower | 21.99 | 39.19 |
| chandelier | 55.88 | 72.82 |
| awning | 11.42 | 12.36 |
| streetlight | 14.68 | 19.14 |
| booth | 27.28 | 35.16 |
| television receiver | 57.76 | 70.23 |
| airplane | 41.93 | 68.61 |
| dirt track | 0.0 | 0.0 |
| apparel | 32.19 | 55.2 |
| pole | 16.36 | 22.16 |
| land | 0.14 | 0.14 |
| bannister | 1.65 | 1.72 |
| escalator | 5.97 | 6.49 |
| ottoman | 28.61 | 30.84 |
| bottle | 16.81 | 18.84 |
| buffet | 29.34 | 35.1 |
| poster | 0.19 | 0.19 |
| stage | 16.78 | 24.07 |
| van | 10.08 | 11.19 |
| ship | 57.65 | 69.44 |
| fountain | 30.18 | 32.82 |
| conveyer belt | 43.14 | 87.22 |
| canopy | 12.7 | 21.06 |
| washer | 56.22 | 60.23 |
| plaything | 28.0 | 38.98 |
| swimming pool | 59.85 | 80.0 |
| stool | 14.53 | 15.17 |
| barrel | 35.02 | 63.76 |
| basket | 14.68 | 18.76 |
| waterfall | 62.77 | 68.46 |
| tent | 69.71 | 98.73 |
| bag | 0.63 | 0.63 |
| minibike | 59.7 | 78.32 |
| cradle | 70.08 | 96.75 |
| oven | 5.16 | 5.72 |
| ball | 48.84 | 62.69 |
| food | 56.15 | 72.54 |
| step | 0.0 | 0.0 |
| tank | 38.51 | 39.14 |
| trade name | 4.93 | 5.11 |
| microwave | 74.16 | 85.46 |
| pot | 27.07 | 31.27 |
| animal | 56.59 | 58.37 |
| bicycle | 52.99 | 73.6 |
| lake | 0.0 | 0.0 |
| dishwasher | 12.96 | 13.34 |
| screen | 62.13 | 85.76 |
| blanket | 0.0 | 0.0 |
| sculpture | 48.32 | 52.81 |
| hood | 33.29 | 43.96 |
| sconce | 1.77 | 1.79 |
| vase | 23.56 | 31.67 |
| traffic light | 13.82 | 15.79 |
| tray | 0.0 | 0.0 |
| ashcan | 26.6 | 30.77 |
| fan | 40.99 | 46.1 |
| pier | 61.0 | 77.5 |
| crt screen | 0.0 | 0.0 |
| plate | 41.7 | 50.96 |
| monitor | 38.82 | 50.32 |
| bulletin board | 34.13 | 45.11 |
| shower | 0.0 | 0.0 |
| radiator | 34.98 | 35.41 |
| glass | 0.24 | 0.24 |
| clock | 21.1 | 22.69 |
| flag | 38.14 | 41.48 |
+---------------------+-------+-------+
2022-08-15 22:28:39,436 - mmseg - INFO - Summary:
2022-08-15 22:28:39,436 - mmseg - INFO -
+-------+------+-------+
| aAcc | mIoU | mAcc |
+-------+------+-------+
| 79.63 | 40.1 | 52.29 |
+-------+------+-------+
2022-08-15 22:28:39,496 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 22:28:39,496 - mmseg - INFO - Iter(val) [250] aAcc: 0.7963, mIoU: 0.4010, mAcc: 0.5229, IoU.wall: 0.7280, IoU.building: 0.7928, IoU.sky: 0.9371, IoU.floor: 0.7826, IoU.tree: 0.7160, IoU.ceiling: 0.7835, IoU.road: 0.7929, IoU.bed : 0.8420, IoU.windowpane: 0.5722, IoU.grass: 0.6612, IoU.cabinet: 0.5359, IoU.sidewalk: 0.5665, IoU.person: 0.7763, IoU.earth: 0.3234, IoU.door: 0.4018, IoU.table: 0.4913, IoU.mountain: 0.5329, IoU.plant: 0.4873, IoU.curtain: 0.6662, IoU.chair: 0.4874, IoU.car: 0.8043, IoU.water: 0.4419, IoU.painting: 0.6260, IoU.sofa: 0.5598, IoU.shelf: 0.3775, IoU.house: 0.5049, IoU.sea: 0.5648, IoU.mirror: 0.5124, IoU.rug: 0.5277, IoU.field: 0.2572, IoU.armchair: 0.2933, IoU.seat: 0.5903, IoU.fence: 0.3589, IoU.desk: 0.3430, IoU.rock: 0.3965, IoU.wardrobe: 0.4763, IoU.lamp: 0.5074, IoU.bathtub: 0.5687, IoU.railing: 0.3196, IoU.cushion: 0.4616, IoU.base: 0.1585, IoU.box: 0.1924, IoU.column: 0.4188, IoU.signboard: 0.3338, IoU.chest of drawers: 0.3482, IoU.counter: 0.3251, IoU.sand: 0.4047, IoU.sink: 0.5175, IoU.skyscraper: 0.4952, IoU.fireplace: 0.6081, IoU.refrigerator: 0.5905, IoU.grandstand: 0.3096, IoU.path: 0.2067, IoU.stairs: 0.1091, IoU.runway: 0.7190, IoU.case: 0.5048, IoU.pool table: 0.9031, IoU.pillow: 0.4787, IoU.screen door: 0.5054, IoU.stairway: 0.2260, IoU.river: 0.1983, IoU.bridge: 0.6555, IoU.bookcase: 0.2888, IoU.blind: 0.2775, IoU.coffee table: 0.4764, IoU.toilet: 0.6982, IoU.flower: 0.3119, IoU.book: 0.4266, IoU.hill: 0.0179, IoU.bench: 0.4065, IoU.countertop: 0.5031, IoU.stove: 0.4825, IoU.palm: 0.4165, IoU.kitchen island: 0.2431, IoU.computer: 0.6514, IoU.swivel chair: 0.3981, IoU.boat: 0.5970, IoU.bar: 0.4972, IoU.arcade machine: 0.6579, IoU.hovel: 0.3931, IoU.bus: 0.7639, IoU.towel: 0.5102, IoU.light: 0.2616, IoU.truck: 0.2743, IoU.tower: 0.2199, IoU.chandelier: 0.5588, IoU.awning: 0.1142, IoU.streetlight: 0.1468, IoU.booth: 0.2728, IoU.television receiver: 0.5776, IoU.airplane: 0.4193, IoU.dirt track: 0.0000, IoU.apparel: 0.3219, IoU.pole: 0.1636, IoU.land: 0.0014, IoU.bannister: 0.0165, IoU.escalator: 0.0597, IoU.ottoman: 0.2861, IoU.bottle: 0.1681, IoU.buffet: 0.2934, IoU.poster: 0.0019, IoU.stage: 0.1678, IoU.van: 0.1008, IoU.ship: 0.5765, IoU.fountain: 0.3018, IoU.conveyer belt: 0.4314, IoU.canopy: 0.1270, IoU.washer: 0.5622, IoU.plaything: 0.2800, IoU.swimming pool: 0.5985, IoU.stool: 0.1453, IoU.barrel: 0.3502, IoU.basket: 0.1468, IoU.waterfall: 0.6277, IoU.tent: 0.6971, IoU.bag: 0.0063, IoU.minibike: 0.5970, IoU.cradle: 0.7008, IoU.oven: 0.0516, IoU.ball: 0.4884, IoU.food: 0.5615, IoU.step: 0.0000, IoU.tank: 0.3851, IoU.trade name: 0.0493, IoU.microwave: 0.7416, IoU.pot: 0.2707, IoU.animal: 0.5659, IoU.bicycle: 0.5299, IoU.lake: 0.0000, IoU.dishwasher: 0.1296, IoU.screen: 0.6213, IoU.blanket: 0.0000, IoU.sculpture: 0.4832, IoU.hood: 0.3329, IoU.sconce: 0.0177, IoU.vase: 0.2356, IoU.traffic light: 0.1382, IoU.tray: 0.0000, IoU.ashcan: 0.2660, IoU.fan: 0.4099, IoU.pier: 0.6100, IoU.crt screen: 0.0000, IoU.plate: 0.4170, IoU.monitor: 0.3882, IoU.bulletin board: 0.3413, IoU.shower: 0.0000, IoU.radiator: 0.3498, IoU.glass: 0.0024, IoU.clock: 0.2110, IoU.flag: 0.3814, Acc.wall: 0.8576, Acc.building: 0.8841, Acc.sky: 0.9689, Acc.floor: 0.8984, Acc.tree: 0.8977, Acc.ceiling: 0.8569, Acc.road: 0.8771, Acc.bed : 0.9289, Acc.windowpane: 0.7502, Acc.grass: 0.8928, Acc.cabinet: 0.6733, Acc.sidewalk: 0.7525, Acc.person: 0.9084, Acc.earth: 0.4201, Acc.door: 0.5369, Acc.table: 0.7079, Acc.mountain: 0.6980, Acc.plant: 0.5837, Acc.curtain: 0.7736, Acc.chair: 0.6827, Acc.car: 0.9211, Acc.water: 0.5897, Acc.painting: 0.8315, Acc.sofa: 0.8103, Acc.shelf: 0.5697, Acc.house: 0.6880, Acc.sea: 0.9086, Acc.mirror: 0.6475, Acc.rug: 0.5870, Acc.field: 0.3710, Acc.armchair: 0.4539, Acc.seat: 0.7348, Acc.fence: 0.5827, Acc.desk: 0.5444, Acc.rock: 0.7240, Acc.wardrobe: 0.7171, Acc.lamp: 0.6574, Acc.bathtub: 0.8120, Acc.railing: 0.4581, Acc.cushion: 0.6431, Acc.base: 0.2004, Acc.box: 0.2220, Acc.column: 0.5361, Acc.signboard: 0.4420, Acc.chest of drawers: 0.4575, Acc.counter: 0.3877, Acc.sand: 0.4648, Acc.sink: 0.5648, Acc.skyscraper: 0.5709, Acc.fireplace: 0.7982, Acc.refrigerator: 0.7534, Acc.grandstand: 0.7577, Acc.path: 0.2566, Acc.stairs: 0.1163, Acc.runway: 0.9230, Acc.case: 0.7406, Acc.pool table: 0.9436, Acc.pillow: 0.5832, Acc.screen door: 0.7426, Acc.stairway: 0.4203, Acc.river: 0.3977, Acc.bridge: 0.7563, Acc.bookcase: 0.4490, Acc.blind: 0.2961, Acc.coffee table: 0.6431, Acc.toilet: 0.9102, Acc.flower: 0.4812, Acc.book: 0.6887, Acc.hill: 0.0201, Acc.bench: 0.4791, Acc.countertop: 0.7773, Acc.stove: 0.9060, Acc.palm: 0.6280, Acc.kitchen island: 0.5127, Acc.computer: 0.8646, Acc.swivel chair: 0.7315, Acc.boat: 0.7602, Acc.bar: 0.6443, Acc.arcade machine: 0.8352, Acc.hovel: 0.4300, Acc.bus: 0.8832, Acc.towel: 0.6271, Acc.light: 0.2862, Acc.truck: 0.4071, Acc.tower: 0.3919, Acc.chandelier: 0.7282, Acc.awning: 0.1236, Acc.streetlight: 0.1914, Acc.booth: 0.3516, Acc.television receiver: 0.7023, Acc.airplane: 0.6861, Acc.dirt track: 0.0000, Acc.apparel: 0.5520, Acc.pole: 0.2216, Acc.land: 0.0014, Acc.bannister: 0.0172, Acc.escalator: 0.0649, Acc.ottoman: 0.3084, Acc.bottle: 0.1884, Acc.buffet: 0.3510, Acc.poster: 0.0019, Acc.stage: 0.2407, Acc.van: 0.1119, Acc.ship: 0.6944, Acc.fountain: 0.3282, Acc.conveyer belt: 0.8722, Acc.canopy: 0.2106, Acc.washer: 0.6023, Acc.plaything: 0.3898, Acc.swimming pool: 0.8000, Acc.stool: 0.1517, Acc.barrel: 0.6376, Acc.basket: 0.1876, Acc.waterfall: 0.6846, Acc.tent: 0.9873, Acc.bag: 0.0063, Acc.minibike: 0.7832, Acc.cradle: 0.9675, Acc.oven: 0.0572, Acc.ball: 0.6269, Acc.food: 0.7254, Acc.step: 0.0000, Acc.tank: 0.3914, Acc.trade name: 0.0511, Acc.microwave: 0.8546, Acc.pot: 0.3127, Acc.animal: 0.5837, Acc.bicycle: 0.7360, Acc.lake: 0.0000, Acc.dishwasher: 0.1334, Acc.screen: 0.8576, Acc.blanket: 0.0000, Acc.sculpture: 0.5281, Acc.hood: 0.4396, Acc.sconce: 0.0179, Acc.vase: 0.3167, Acc.traffic light: 0.1579, Acc.tray: 0.0000, Acc.ashcan: 0.3077, Acc.fan: 0.4610, Acc.pier: 0.7750, Acc.crt screen: 0.0000, Acc.plate: 0.5096, Acc.monitor: 0.5032, Acc.bulletin board: 0.4511, Acc.shower: 0.0000, Acc.radiator: 0.3541, Acc.glass: 0.0024, Acc.clock: 0.2269, Acc.flag: 0.4148
2022-08-15 22:29:03,086 - mmseg - INFO - Iter [4050/40000] lr: 9.093e-05, eta: 6:37:37, time: 15.176, data_time: 14.713, memory: 26281, decode.loss_ce: 0.6375, decode.acc_seg: 77.2013, loss: 0.6375
2022-08-15 22:29:26,680 - mmseg - INFO - Iter [4100/40000] lr: 9.082e-05, eta: 6:35:40, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6184, decode.acc_seg: 77.5324, loss: 0.6184
2022-08-15 22:29:50,408 - mmseg - INFO - Iter [4150/40000] lr: 9.071e-05, eta: 6:33:46, time: 0.474, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6260, decode.acc_seg: 77.2746, loss: 0.6260
2022-08-15 22:30:13,833 - mmseg - INFO - Iter [4200/40000] lr: 9.060e-05, eta: 6:31:52, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6189, decode.acc_seg: 77.4384, loss: 0.6189
2022-08-15 22:30:37,453 - mmseg - INFO - Iter [4250/40000] lr: 9.048e-05, eta: 6:30:02, time: 0.472, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6157, decode.acc_seg: 77.5235, loss: 0.6157
2022-08-15 22:31:00,988 - mmseg - INFO - Iter [4300/40000] lr: 9.037e-05, eta: 6:28:12, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6618, decode.acc_seg: 76.7601, loss: 0.6618
2022-08-15 22:31:24,488 - mmseg - INFO - Iter [4350/40000] lr: 9.026e-05, eta: 6:26:25, time: 0.469, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6468, decode.acc_seg: 77.1344, loss: 0.6468
2022-08-15 22:31:47,999 - mmseg - INFO - Iter [4400/40000] lr: 9.015e-05, eta: 6:24:40, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6253, decode.acc_seg: 77.0829, loss: 0.6253
2022-08-15 22:32:14,302 - mmseg - INFO - Iter [4450/40000] lr: 9.003e-05, eta: 6:23:18, time: 0.526, data_time: 0.058, memory: 26281, decode.loss_ce: 0.6112, decode.acc_seg: 77.8395, loss: 0.6112
2022-08-15 22:32:37,886 - mmseg - INFO - Iter [4500/40000] lr: 8.992e-05, eta: 6:21:37, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6072, decode.acc_seg: 78.1592, loss: 0.6072
2022-08-15 22:33:01,383 - mmseg - INFO - Iter [4550/40000] lr: 8.981e-05, eta: 6:19:56, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6072, decode.acc_seg: 78.5225, loss: 0.6072
2022-08-15 22:33:24,953 - mmseg - INFO - Iter [4600/40000] lr: 8.969e-05, eta: 6:18:18, time: 0.471, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5746, decode.acc_seg: 78.5633, loss: 0.5746
2022-08-15 22:33:48,286 - mmseg - INFO - Iter [4650/40000] lr: 8.958e-05, eta: 6:16:40, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6204, decode.acc_seg: 77.7506, loss: 0.6204
2022-08-15 22:34:11,648 - mmseg - INFO - Iter [4700/40000] lr: 8.947e-05, eta: 6:15:03, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6185, decode.acc_seg: 77.6880, loss: 0.6185
2022-08-15 22:34:35,157 - mmseg - INFO - Iter [4750/40000] lr: 8.936e-05, eta: 6:13:29, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6346, decode.acc_seg: 76.6978, loss: 0.6346
2022-08-15 22:34:58,383 - mmseg - INFO - Iter [4800/40000] lr: 8.924e-05, eta: 6:11:55, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6138, decode.acc_seg: 77.9491, loss: 0.6138
2022-08-15 22:35:21,908 - mmseg - INFO - Iter [4850/40000] lr: 8.913e-05, eta: 6:10:24, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5905, decode.acc_seg: 78.2963, loss: 0.5905
2022-08-15 22:35:45,236 - mmseg - INFO - Iter [4900/40000] lr: 8.902e-05, eta: 6:08:53, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6181, decode.acc_seg: 77.7328, loss: 0.6181
2022-08-15 22:36:08,778 - mmseg - INFO - Iter [4950/40000] lr: 8.890e-05, eta: 6:07:25, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5904, decode.acc_seg: 78.0795, loss: 0.5904
2022-08-15 22:36:34,062 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 22:36:34,063 - mmseg - INFO - Iter [5000/40000] lr: 8.879e-05, eta: 6:06:10, time: 0.506, data_time: 0.009, memory: 26281, decode.loss_ce: 0.6091, decode.acc_seg: 77.8841, loss: 0.6091
2022-08-15 22:37:00,538 - mmseg - INFO - Iter [5050/40000] lr: 8.868e-05, eta: 6:05:05, time: 0.529, data_time: 0.054, memory: 26281, decode.loss_ce: 0.6109, decode.acc_seg: 77.7619, loss: 0.6109
2022-08-15 22:37:24,374 - mmseg - INFO - Iter [5100/40000] lr: 8.857e-05, eta: 6:03:42, time: 0.477, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5954, decode.acc_seg: 78.3386, loss: 0.5954
2022-08-15 22:37:48,219 - mmseg - INFO - Iter [5150/40000] lr: 8.845e-05, eta: 6:02:21, time: 0.477, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5874, decode.acc_seg: 78.6262, loss: 0.5874
2022-08-15 22:38:11,820 - mmseg - INFO - Iter [5200/40000] lr: 8.834e-05, eta: 6:00:59, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5746, decode.acc_seg: 78.6394, loss: 0.5746
2022-08-15 22:38:35,208 - mmseg - INFO - Iter [5250/40000] lr: 8.823e-05, eta: 5:59:36, time: 0.468, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6017, decode.acc_seg: 78.6490, loss: 0.6017
2022-08-15 22:38:59,089 - mmseg - INFO - Iter [5300/40000] lr: 8.811e-05, eta: 5:58:18, time: 0.478, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6201, decode.acc_seg: 77.7541, loss: 0.6201
2022-08-15 22:39:22,552 - mmseg - INFO - Iter [5350/40000] lr: 8.800e-05, eta: 5:56:59, time: 0.469, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5842, decode.acc_seg: 78.9978, loss: 0.5842
2022-08-15 22:39:45,986 - mmseg - INFO - Iter [5400/40000] lr: 8.789e-05, eta: 5:55:40, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5810, decode.acc_seg: 78.3696, loss: 0.5810
2022-08-15 22:40:09,690 - mmseg - INFO - Iter [5450/40000] lr: 8.778e-05, eta: 5:54:24, time: 0.474, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5939, decode.acc_seg: 78.2624, loss: 0.5939
2022-08-15 22:40:33,211 - mmseg - INFO - Iter [5500/40000] lr: 8.766e-05, eta: 5:53:07, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.6074, decode.acc_seg: 77.9979, loss: 0.6074
2022-08-15 22:40:56,625 - mmseg - INFO - Iter [5550/40000] lr: 8.755e-05, eta: 5:51:52, time: 0.469, data_time: 0.010, memory: 26281, decode.loss_ce: 0.6104, decode.acc_seg: 77.9171, loss: 0.6104
2022-08-15 22:41:20,063 - mmseg - INFO - Iter [5600/40000] lr: 8.744e-05, eta: 5:50:37, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5958, decode.acc_seg: 77.8092, loss: 0.5958
2022-08-15 22:41:43,406 - mmseg - INFO - Iter [5650/40000] lr: 8.732e-05, eta: 5:49:22, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5794, decode.acc_seg: 78.7050, loss: 0.5794
2022-08-15 22:42:09,375 - mmseg - INFO - Iter [5700/40000] lr: 8.721e-05, eta: 5:48:24, time: 0.519, data_time: 0.061, memory: 26281, decode.loss_ce: 0.5814, decode.acc_seg: 78.6178, loss: 0.5814
2022-08-15 22:42:32,919 - mmseg - INFO - Iter [5750/40000] lr: 8.710e-05, eta: 5:47:12, time: 0.471, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5478, decode.acc_seg: 79.7337, loss: 0.5478
2022-08-15 22:42:56,210 - mmseg - INFO - Iter [5800/40000] lr: 8.698e-05, eta: 5:46:00, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5314, decode.acc_seg: 79.9546, loss: 0.5314
2022-08-15 22:43:19,865 - mmseg - INFO - Iter [5850/40000] lr: 8.687e-05, eta: 5:44:51, time: 0.473, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5590, decode.acc_seg: 79.3110, loss: 0.5590
2022-08-15 22:43:43,364 - mmseg - INFO - Iter [5900/40000] lr: 8.676e-05, eta: 5:43:41, time: 0.470, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5604, decode.acc_seg: 79.6333, loss: 0.5604
2022-08-15 22:44:06,622 - mmseg - INFO - Iter [5950/40000] lr: 8.664e-05, eta: 5:42:31, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5722, decode.acc_seg: 78.9408, loss: 0.5722
2022-08-15 22:44:29,841 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 22:44:29,841 - mmseg - INFO - Iter [6000/40000] lr: 8.653e-05, eta: 5:41:21, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5627, decode.acc_seg: 79.6141, loss: 0.5627
2022-08-15 22:44:53,009 - mmseg - INFO - Iter [6050/40000] lr: 8.642e-05, eta: 5:40:12, time: 0.463, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5762, decode.acc_seg: 79.0504, loss: 0.5762
2022-08-15 22:45:16,502 - mmseg - INFO - Iter [6100/40000] lr: 8.630e-05, eta: 5:39:06, time: 0.470, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5661, decode.acc_seg: 78.9618, loss: 0.5661
2022-08-15 22:45:39,864 - mmseg - INFO - Iter [6150/40000] lr: 8.619e-05, eta: 5:37:59, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5728, decode.acc_seg: 79.2758, loss: 0.5728
2022-08-15 22:46:03,206 - mmseg - INFO - Iter [6200/40000] lr: 8.608e-05, eta: 5:36:53, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5798, decode.acc_seg: 78.6989, loss: 0.5798
2022-08-15 22:46:26,409 - mmseg - INFO - Iter [6250/40000] lr: 8.596e-05, eta: 5:35:47, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5722, decode.acc_seg: 78.6954, loss: 0.5722
2022-08-15 22:46:49,977 - mmseg - INFO - Iter [6300/40000] lr: 8.585e-05, eta: 5:34:43, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5933, decode.acc_seg: 78.1950, loss: 0.5933
2022-08-15 22:47:16,099 - mmseg - INFO - Iter [6350/40000] lr: 8.574e-05, eta: 5:33:54, time: 0.523, data_time: 0.054, memory: 26281, decode.loss_ce: 0.5438, decode.acc_seg: 80.0453, loss: 0.5438
2022-08-15 22:47:39,188 - mmseg - INFO - Iter [6400/40000] lr: 8.562e-05, eta: 5:32:49, time: 0.462, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5497, decode.acc_seg: 79.7008, loss: 0.5497
2022-08-15 22:48:02,614 - mmseg - INFO - Iter [6450/40000] lr: 8.551e-05, eta: 5:31:47, time: 0.468, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5454, decode.acc_seg: 80.0515, loss: 0.5454
2022-08-15 22:48:26,429 - mmseg - INFO - Iter [6500/40000] lr: 8.540e-05, eta: 5:30:47, time: 0.477, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5378, decode.acc_seg: 80.2946, loss: 0.5378
2022-08-15 22:48:49,746 - mmseg - INFO - Iter [6550/40000] lr: 8.528e-05, eta: 5:29:45, time: 0.466, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5455, decode.acc_seg: 79.8260, loss: 0.5455
2022-08-15 22:49:13,215 - mmseg - INFO - Iter [6600/40000] lr: 8.517e-05, eta: 5:28:45, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5642, decode.acc_seg: 79.3750, loss: 0.5642
2022-08-15 22:49:36,778 - mmseg - INFO - Iter [6650/40000] lr: 8.506e-05, eta: 5:27:45, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5494, decode.acc_seg: 79.6567, loss: 0.5494
2022-08-15 22:49:59,992 - mmseg - INFO - Iter [6700/40000] lr: 8.494e-05, eta: 5:26:45, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5447, decode.acc_seg: 79.8225, loss: 0.5447
2022-08-15 22:50:23,606 - mmseg - INFO - Iter [6750/40000] lr: 8.483e-05, eta: 5:25:46, time: 0.472, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5497, decode.acc_seg: 79.8651, loss: 0.5497
2022-08-15 22:50:47,019 - mmseg - INFO - Iter [6800/40000] lr: 8.472e-05, eta: 5:24:48, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5522, decode.acc_seg: 79.4766, loss: 0.5522
2022-08-15 22:51:10,615 - mmseg - INFO - Iter [6850/40000] lr: 8.460e-05, eta: 5:23:51, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5589, decode.acc_seg: 79.3698, loss: 0.5589
2022-08-15 22:51:34,253 - mmseg - INFO - Iter [6900/40000] lr: 8.449e-05, eta: 5:22:54, time: 0.473, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5605, decode.acc_seg: 78.7405, loss: 0.5605
2022-08-15 22:52:00,088 - mmseg - INFO - Iter [6950/40000] lr: 8.438e-05, eta: 5:22:09, time: 0.517, data_time: 0.057, memory: 26281, decode.loss_ce: 0.5615, decode.acc_seg: 79.1383, loss: 0.5615
2022-08-15 22:52:23,279 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 22:52:23,280 - mmseg - INFO - Iter [7000/40000] lr: 8.426e-05, eta: 5:21:11, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5470, decode.acc_seg: 79.5633, loss: 0.5470
2022-08-15 22:52:46,571 - mmseg - INFO - Iter [7050/40000] lr: 8.415e-05, eta: 5:20:14, time: 0.466, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5086, decode.acc_seg: 80.6451, loss: 0.5086
2022-08-15 22:53:10,128 - mmseg - INFO - Iter [7100/40000] lr: 8.404e-05, eta: 5:19:19, time: 0.471, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5032, decode.acc_seg: 81.4931, loss: 0.5032
2022-08-15 22:53:33,145 - mmseg - INFO - Iter [7150/40000] lr: 8.392e-05, eta: 5:18:22, time: 0.461, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5326, decode.acc_seg: 80.2856, loss: 0.5326
2022-08-15 22:53:56,711 - mmseg - INFO - Iter [7200/40000] lr: 8.381e-05, eta: 5:17:28, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5548, decode.acc_seg: 78.9128, loss: 0.5548
2022-08-15 22:54:20,273 - mmseg - INFO - Iter [7250/40000] lr: 8.370e-05, eta: 5:16:34, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5551, decode.acc_seg: 79.1750, loss: 0.5551
2022-08-15 22:54:43,563 - mmseg - INFO - Iter [7300/40000] lr: 8.358e-05, eta: 5:15:39, time: 0.466, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5806, decode.acc_seg: 79.2623, loss: 0.5806
2022-08-15 22:55:07,267 - mmseg - INFO - Iter [7350/40000] lr: 8.347e-05, eta: 5:14:47, time: 0.474, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5574, decode.acc_seg: 79.6747, loss: 0.5574
2022-08-15 22:55:30,836 - mmseg - INFO - Iter [7400/40000] lr: 8.335e-05, eta: 5:13:54, time: 0.471, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5462, decode.acc_seg: 80.1522, loss: 0.5462
2022-08-15 22:55:54,257 - mmseg - INFO - Iter [7450/40000] lr: 8.324e-05, eta: 5:13:02, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5385, decode.acc_seg: 80.5726, loss: 0.5385
2022-08-15 22:56:17,913 - mmseg - INFO - Iter [7500/40000] lr: 8.313e-05, eta: 5:12:10, time: 0.473, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5444, decode.acc_seg: 79.7745, loss: 0.5444
2022-08-15 22:56:41,340 - mmseg - INFO - Iter [7550/40000] lr: 8.301e-05, eta: 5:11:18, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5417, decode.acc_seg: 79.4884, loss: 0.5417
2022-08-15 22:57:07,347 - mmseg - INFO - Iter [7600/40000] lr: 8.290e-05, eta: 5:10:38, time: 0.520, data_time: 0.062, memory: 26281, decode.loss_ce: 0.5351, decode.acc_seg: 80.0349, loss: 0.5351
2022-08-15 22:57:31,115 - mmseg - INFO - Iter [7650/40000] lr: 8.279e-05, eta: 5:09:48, time: 0.475, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5078, decode.acc_seg: 80.9340, loss: 0.5078
2022-08-15 22:57:54,582 - mmseg - INFO - Iter [7700/40000] lr: 8.267e-05, eta: 5:08:57, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5106, decode.acc_seg: 80.6939, loss: 0.5106
2022-08-15 22:58:17,958 - mmseg - INFO - Iter [7750/40000] lr: 8.256e-05, eta: 5:08:06, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5216, decode.acc_seg: 80.4220, loss: 0.5216
2022-08-15 22:58:41,306 - mmseg - INFO - Iter [7800/40000] lr: 8.244e-05, eta: 5:07:16, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5059, decode.acc_seg: 80.6695, loss: 0.5059
2022-08-15 22:59:04,711 - mmseg - INFO - Iter [7850/40000] lr: 8.233e-05, eta: 5:06:25, time: 0.468, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4947, decode.acc_seg: 81.3180, loss: 0.4947
2022-08-15 22:59:28,187 - mmseg - INFO - Iter [7900/40000] lr: 8.222e-05, eta: 5:05:36, time: 0.470, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5165, decode.acc_seg: 80.4415, loss: 0.5165
2022-08-15 22:59:51,366 - mmseg - INFO - Iter [7950/40000] lr: 8.210e-05, eta: 5:04:46, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5170, decode.acc_seg: 80.4386, loss: 0.5170
2022-08-15 23:00:14,694 - mmseg - INFO - Saving checkpoint at 8000 iterations
2022-08-15 23:00:17,183 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:00:17,183 - mmseg - INFO - Iter [8000/40000] lr: 8.199e-05, eta: 5:04:07, time: 0.516, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5365, decode.acc_seg: 80.2193, loss: 0.5365
2022-08-15 23:00:43,502 - mmseg - INFO - per class results:
2022-08-15 23:00:43,509 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 73.53 | 84.05 |
| building | 80.75 | 91.03 |
| sky | 94.01 | 97.36 |
| floor | 80.49 | 90.25 |
| tree | 74.04 | 85.61 |
| ceiling | 79.92 | 95.17 |
| road | 81.02 | 90.37 |
| bed | 86.09 | 92.76 |
| windowpane | 56.84 | 72.48 |
| grass | 67.03 | 78.59 |
| cabinet | 55.32 | 66.06 |
| sidewalk | 61.18 | 75.2 |
| person | 78.56 | 90.0 |
| earth | 36.49 | 56.29 |
| door | 39.9 | 50.63 |
| table | 51.29 | 71.01 |
| mountain | 54.18 | 62.36 |
| plant | 52.21 | 66.55 |
| curtain | 69.46 | 84.9 |
| chair | 51.04 | 66.58 |
| car | 80.45 | 89.93 |
| water | 54.83 | 74.37 |
| painting | 65.4 | 77.62 |
| sofa | 61.26 | 73.25 |
| shelf | 36.82 | 48.1 |
| house | 53.04 | 81.92 |
| sea | 59.13 | 87.74 |
| mirror | 52.31 | 65.7 |
| rug | 61.23 | 71.41 |
| field | 28.67 | 45.54 |
| armchair | 37.35 | 60.51 |
| seat | 59.53 | 85.33 |
| fence | 42.41 | 60.3 |
| desk | 39.64 | 70.16 |
| rock | 49.12 | 79.62 |
| wardrobe | 49.43 | 79.59 |
| lamp | 55.31 | 69.55 |
| bathtub | 63.99 | 85.39 |
| railing | 33.26 | 42.45 |
| cushion | 50.29 | 62.16 |
| base | 27.59 | 46.14 |
| box | 24.17 | 29.3 |
| column | 44.42 | 62.61 |
| signboard | 34.7 | 47.16 |
| chest of drawers | 37.1 | 52.14 |
| counter | 34.44 | 49.1 |
| sand | 31.18 | 53.26 |
| sink | 59.25 | 73.06 |
| skyscraper | 47.56 | 57.05 |
| fireplace | 68.69 | 85.08 |
| refrigerator | 61.04 | 82.98 |
| grandstand | 43.25 | 75.17 |
| path | 13.69 | 19.62 |
| stairs | 28.43 | 31.48 |
| runway | 67.67 | 93.63 |
| case | 50.42 | 59.9 |
| pool table | 89.43 | 94.08 |
| pillow | 51.8 | 63.61 |
| screen door | 51.01 | 83.3 |
| stairway | 30.88 | 38.22 |
| river | 15.69 | 18.58 |
| bridge | 37.08 | 44.88 |
| bookcase | 24.93 | 41.96 |
| blind | 39.86 | 44.47 |
| coffee table | 47.46 | 75.93 |
| toilet | 74.54 | 89.13 |
| flower | 30.43 | 40.22 |
| book | 43.35 | 64.7 |
| hill | 4.34 | 6.44 |
| bench | 39.97 | 53.87 |
| countertop | 55.45 | 69.36 |
| stove | 65.19 | 78.2 |
| palm | 49.92 | 75.93 |
| kitchen island | 30.4 | 64.41 |
| computer | 67.94 | 77.38 |
| swivel chair | 40.35 | 81.2 |
| boat | 54.95 | 82.96 |
| bar | 38.55 | 45.67 |
| arcade machine | 64.34 | 81.02 |
| hovel | 47.66 | 54.11 |
| bus | 83.77 | 94.84 |
| towel | 57.62 | 74.97 |
| light | 30.84 | 32.86 |
| truck | 23.17 | 28.43 |
| tower | 36.6 | 72.38 |
| chandelier | 59.37 | 73.23 |
| awning | 19.16 | 22.87 |
| streetlight | 19.31 | 28.9 |
| booth | 29.14 | 49.06 |
| television receiver | 63.77 | 79.05 |
| airplane | 52.37 | 64.65 |
| dirt track | 0.92 | 1.29 |
| apparel | 33.12 | 49.26 |
| pole | 13.9 | 19.25 |
| land | 1.69 | 2.45 |
| bannister | 5.76 | 6.5 |
| escalator | 14.14 | 15.2 |
| ottoman | 44.45 | 60.68 |
| bottle | 31.98 | 40.75 |
| buffet | 44.49 | 52.09 |
| poster | 32.14 | 42.35 |
| stage | 18.43 | 29.99 |
| van | 31.42 | 36.93 |
| ship | 61.62 | 62.38 |
| fountain | 14.77 | 15.65 |
| conveyer belt | 76.03 | 84.63 |
| canopy | 18.46 | 23.95 |
| washer | 66.2 | 75.89 |
| plaything | 27.27 | 46.98 |
| swimming pool | 48.0 | 64.49 |
| stool | 30.6 | 39.62 |
| barrel | 44.56 | 64.92 |
| basket | 23.5 | 31.6 |
| waterfall | 64.5 | 95.05 |
| tent | 93.69 | 98.37 |
| bag | 7.51 | 7.8 |
| minibike | 59.57 | 79.86 |
| cradle | 72.79 | 95.47 |
| oven | 21.0 | 47.98 |
| ball | 44.79 | 65.33 |
| food | 57.92 | 75.44 |
| step | 0.16 | 0.17 |
| tank | 49.66 | 54.3 |
| trade name | 16.31 | 17.12 |
| microwave | 51.74 | 62.57 |
| pot | 33.76 | 41.32 |
| animal | 50.77 | 52.68 |
| bicycle | 52.68 | 79.46 |
| lake | 0.0 | 0.0 |
| dishwasher | 42.56 | 71.8 |
| screen | 48.92 | 90.3 |
| blanket | 0.72 | 0.81 |
| sculpture | 50.22 | 68.31 |
| hood | 41.15 | 43.83 |
| sconce | 14.34 | 15.82 |
| vase | 28.09 | 42.68 |
| traffic light | 23.32 | 41.35 |
| tray | 0.08 | 0.09 |
| ashcan | 38.34 | 43.52 |
| fan | 43.29 | 47.9 |
| pier | 32.48 | 42.71 |
| crt screen | 1.42 | 3.59 |
| plate | 48.66 | 69.36 |
| monitor | 11.8 | 14.86 |
| bulletin board | 55.31 | 69.49 |
| shower | 0.0 | 0.0 |
| radiator | 52.75 | 59.58 |
| glass | 7.88 | 8.11 |
| clock | 27.71 | 31.14 |
| flag | 37.35 | 42.55 |
+---------------------+-------+-------+
2022-08-15 23:00:43,509 - mmseg - INFO - Summary:
2022-08-15 23:00:43,509 - mmseg - INFO -
+------+-------+-------+
| aAcc | mIoU | mAcc |
+------+-------+-------+
| 80.9 | 43.79 | 56.89 |
+------+-------+-------+
2022-08-15 23:00:43,525 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:00:43,525 - mmseg - INFO - Iter(val) [250] aAcc: 0.8090, mIoU: 0.4379, mAcc: 0.5689, IoU.wall: 0.7353, IoU.building: 0.8075, IoU.sky: 0.9401, IoU.floor: 0.8049, IoU.tree: 0.7404, IoU.ceiling: 0.7992, IoU.road: 0.8102, IoU.bed : 0.8609, IoU.windowpane: 0.5684, IoU.grass: 0.6703, IoU.cabinet: 0.5532, IoU.sidewalk: 0.6118, IoU.person: 0.7856, IoU.earth: 0.3649, IoU.door: 0.3990, IoU.table: 0.5129, IoU.mountain: 0.5418, IoU.plant: 0.5221, IoU.curtain: 0.6946, IoU.chair: 0.5104, IoU.car: 0.8045, IoU.water: 0.5483, IoU.painting: 0.6540, IoU.sofa: 0.6126, IoU.shelf: 0.3682, IoU.house: 0.5304, IoU.sea: 0.5913, IoU.mirror: 0.5231, IoU.rug: 0.6123, IoU.field: 0.2867, IoU.armchair: 0.3735, IoU.seat: 0.5953, IoU.fence: 0.4241, IoU.desk: 0.3964, IoU.rock: 0.4912, IoU.wardrobe: 0.4943, IoU.lamp: 0.5531, IoU.bathtub: 0.6399, IoU.railing: 0.3326, IoU.cushion: 0.5029, IoU.base: 0.2759, IoU.box: 0.2417, IoU.column: 0.4442, IoU.signboard: 0.3470, IoU.chest of drawers: 0.3710, IoU.counter: 0.3444, IoU.sand: 0.3118, IoU.sink: 0.5925, IoU.skyscraper: 0.4756, IoU.fireplace: 0.6869, IoU.refrigerator: 0.6104, IoU.grandstand: 0.4325, IoU.path: 0.1369, IoU.stairs: 0.2843, IoU.runway: 0.6767, IoU.case: 0.5042, IoU.pool table: 0.8943, IoU.pillow: 0.5180, IoU.screen door: 0.5101, IoU.stairway: 0.3088, IoU.river: 0.1569, IoU.bridge: 0.3708, IoU.bookcase: 0.2493, IoU.blind: 0.3986, IoU.coffee table: 0.4746, IoU.toilet: 0.7454, IoU.flower: 0.3043, IoU.book: 0.4335, IoU.hill: 0.0434, IoU.bench: 0.3997, IoU.countertop: 0.5545, IoU.stove: 0.6519, IoU.palm: 0.4992, IoU.kitchen island: 0.3040, IoU.computer: 0.6794, IoU.swivel chair: 0.4035, IoU.boat: 0.5495, IoU.bar: 0.3855, IoU.arcade machine: 0.6434, IoU.hovel: 0.4766, IoU.bus: 0.8377, IoU.towel: 0.5762, IoU.light: 0.3084, IoU.truck: 0.2317, IoU.tower: 0.3660, IoU.chandelier: 0.5937, IoU.awning: 0.1916, IoU.streetlight: 0.1931, IoU.booth: 0.2914, IoU.television receiver: 0.6377, IoU.airplane: 0.5237, IoU.dirt track: 0.0092, IoU.apparel: 0.3312, IoU.pole: 0.1390, IoU.land: 0.0169, IoU.bannister: 0.0576, IoU.escalator: 0.1414, IoU.ottoman: 0.4445, IoU.bottle: 0.3198, IoU.buffet: 0.4449, IoU.poster: 0.3214, IoU.stage: 0.1843, IoU.van: 0.3142, IoU.ship: 0.6162, IoU.fountain: 0.1477, IoU.conveyer belt: 0.7603, IoU.canopy: 0.1846, IoU.washer: 0.6620, IoU.plaything: 0.2727, IoU.swimming pool: 0.4800, IoU.stool: 0.3060, IoU.barrel: 0.4456, IoU.basket: 0.2350, IoU.waterfall: 0.6450, IoU.tent: 0.9369, IoU.bag: 0.0751, IoU.minibike: 0.5957, IoU.cradle: 0.7279, IoU.oven: 0.2100, IoU.ball: 0.4479, IoU.food: 0.5792, IoU.step: 0.0016, IoU.tank: 0.4966, IoU.trade name: 0.1631, IoU.microwave: 0.5174, IoU.pot: 0.3376, IoU.animal: 0.5077, IoU.bicycle: 0.5268, IoU.lake: 0.0000, IoU.dishwasher: 0.4256, IoU.screen: 0.4892, IoU.blanket: 0.0072, IoU.sculpture: 0.5022, IoU.hood: 0.4115, IoU.sconce: 0.1434, IoU.vase: 0.2809, IoU.traffic light: 0.2332, IoU.tray: 0.0008, IoU.ashcan: 0.3834, IoU.fan: 0.4329, IoU.pier: 0.3248, IoU.crt screen: 0.0142, IoU.plate: 0.4866, IoU.monitor: 0.1180, IoU.bulletin board: 0.5531, IoU.shower: 0.0000, IoU.radiator: 0.5275, IoU.glass: 0.0788, IoU.clock: 0.2771, IoU.flag: 0.3735, Acc.wall: 0.8405, Acc.building: 0.9103, Acc.sky: 0.9736, Acc.floor: 0.9025, Acc.tree: 0.8561, Acc.ceiling: 0.9517, Acc.road: 0.9037, Acc.bed : 0.9276, Acc.windowpane: 0.7248, Acc.grass: 0.7859, Acc.cabinet: 0.6606, Acc.sidewalk: 0.7520, Acc.person: 0.9000, Acc.earth: 0.5629, Acc.door: 0.5063, Acc.table: 0.7101, Acc.mountain: 0.6236, Acc.plant: 0.6655, Acc.curtain: 0.8490, Acc.chair: 0.6658, Acc.car: 0.8993, Acc.water: 0.7437, Acc.painting: 0.7762, Acc.sofa: 0.7325, Acc.shelf: 0.4810, Acc.house: 0.8192, Acc.sea: 0.8774, Acc.mirror: 0.6570, Acc.rug: 0.7141, Acc.field: 0.4554, Acc.armchair: 0.6051, Acc.seat: 0.8533, Acc.fence: 0.6030, Acc.desk: 0.7016, Acc.rock: 0.7962, Acc.wardrobe: 0.7959, Acc.lamp: 0.6955, Acc.bathtub: 0.8539, Acc.railing: 0.4245, Acc.cushion: 0.6216, Acc.base: 0.4614, Acc.box: 0.2930, Acc.column: 0.6261, Acc.signboard: 0.4716, Acc.chest of drawers: 0.5214, Acc.counter: 0.4910, Acc.sand: 0.5326, Acc.sink: 0.7306, Acc.skyscraper: 0.5705, Acc.fireplace: 0.8508, Acc.refrigerator: 0.8298, Acc.grandstand: 0.7517, Acc.path: 0.1962, Acc.stairs: 0.3148, Acc.runway: 0.9363, Acc.case: 0.5990, Acc.pool table: 0.9408, Acc.pillow: 0.6361, Acc.screen door: 0.8330, Acc.stairway: 0.3822, Acc.river: 0.1858, Acc.bridge: 0.4488, Acc.bookcase: 0.4196, Acc.blind: 0.4447, Acc.coffee table: 0.7593, Acc.toilet: 0.8913, Acc.flower: 0.4022, Acc.book: 0.6470, Acc.hill: 0.0644, Acc.bench: 0.5387, Acc.countertop: 0.6936, Acc.stove: 0.7820, Acc.palm: 0.7593, Acc.kitchen island: 0.6441, Acc.computer: 0.7738, Acc.swivel chair: 0.8120, Acc.boat: 0.8296, Acc.bar: 0.4567, Acc.arcade machine: 0.8102, Acc.hovel: 0.5411, Acc.bus: 0.9484, Acc.towel: 0.7497, Acc.light: 0.3286, Acc.truck: 0.2843, Acc.tower: 0.7238, Acc.chandelier: 0.7323, Acc.awning: 0.2287, Acc.streetlight: 0.2890, Acc.booth: 0.4906, Acc.television receiver: 0.7905, Acc.airplane: 0.6465, Acc.dirt track: 0.0129, Acc.apparel: 0.4926, Acc.pole: 0.1925, Acc.land: 0.0245, Acc.bannister: 0.0650, Acc.escalator: 0.1520, Acc.ottoman: 0.6068, Acc.bottle: 0.4075, Acc.buffet: 0.5209, Acc.poster: 0.4235, Acc.stage: 0.2999, Acc.van: 0.3693, Acc.ship: 0.6238, Acc.fountain: 0.1565, Acc.conveyer belt: 0.8463, Acc.canopy: 0.2395, Acc.washer: 0.7589, Acc.plaything: 0.4698, Acc.swimming pool: 0.6449, Acc.stool: 0.3962, Acc.barrel: 0.6492, Acc.basket: 0.3160, Acc.waterfall: 0.9505, Acc.tent: 0.9837, Acc.bag: 0.0780, Acc.minibike: 0.7986, Acc.cradle: 0.9547, Acc.oven: 0.4798, Acc.ball: 0.6533, Acc.food: 0.7544, Acc.step: 0.0017, Acc.tank: 0.5430, Acc.trade name: 0.1712, Acc.microwave: 0.6257, Acc.pot: 0.4132, Acc.animal: 0.5268, Acc.bicycle: 0.7946, Acc.lake: 0.0000, Acc.dishwasher: 0.7180, Acc.screen: 0.9030, Acc.blanket: 0.0081, Acc.sculpture: 0.6831, Acc.hood: 0.4383, Acc.sconce: 0.1582, Acc.vase: 0.4268, Acc.traffic light: 0.4135, Acc.tray: 0.0009, Acc.ashcan: 0.4352, Acc.fan: 0.4790, Acc.pier: 0.4271, Acc.crt screen: 0.0359, Acc.plate: 0.6936, Acc.monitor: 0.1486, Acc.bulletin board: 0.6949, Acc.shower: 0.0000, Acc.radiator: 0.5958, Acc.glass: 0.0811, Acc.clock: 0.3114, Acc.flag: 0.4255
2022-08-15 23:01:07,004 - mmseg - INFO - Iter [8050/40000] lr: 8.188e-05, eta: 5:05:02, time: 0.996, data_time: 0.536, memory: 26281, decode.loss_ce: 0.5393, decode.acc_seg: 79.8907, loss: 0.5393
2022-08-15 23:01:30,523 - mmseg - INFO - Iter [8100/40000] lr: 8.176e-05, eta: 5:04:14, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5216, decode.acc_seg: 80.5575, loss: 0.5216
2022-08-15 23:01:53,824 - mmseg - INFO - Iter [8150/40000] lr: 8.165e-05, eta: 5:03:24, time: 0.465, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5440, decode.acc_seg: 80.0738, loss: 0.5440
2022-08-15 23:02:17,369 - mmseg - INFO - Iter [8200/40000] lr: 8.153e-05, eta: 5:02:36, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5447, decode.acc_seg: 79.9737, loss: 0.5447
2022-08-15 23:02:43,920 - mmseg - INFO - Iter [8250/40000] lr: 8.142e-05, eta: 5:02:00, time: 0.531, data_time: 0.061, memory: 26281, decode.loss_ce: 0.5143, decode.acc_seg: 80.5407, loss: 0.5143
2022-08-15 23:03:07,758 - mmseg - INFO - Iter [8300/40000] lr: 8.131e-05, eta: 5:01:14, time: 0.477, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5001, decode.acc_seg: 81.4685, loss: 0.5001
2022-08-15 23:03:30,939 - mmseg - INFO - Iter [8350/40000] lr: 8.119e-05, eta: 5:00:25, time: 0.464, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4846, decode.acc_seg: 81.9017, loss: 0.4846
2022-08-15 23:03:54,088 - mmseg - INFO - Iter [8400/40000] lr: 8.108e-05, eta: 4:59:36, time: 0.462, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4901, decode.acc_seg: 81.3010, loss: 0.4901
2022-08-15 23:04:17,460 - mmseg - INFO - Iter [8450/40000] lr: 8.096e-05, eta: 4:58:49, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4889, decode.acc_seg: 81.2072, loss: 0.4889
2022-08-15 23:04:41,001 - mmseg - INFO - Iter [8500/40000] lr: 8.085e-05, eta: 4:58:02, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5093, decode.acc_seg: 81.0633, loss: 0.5093
2022-08-15 23:05:04,317 - mmseg - INFO - Iter [8550/40000] lr: 8.074e-05, eta: 4:57:15, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5071, decode.acc_seg: 80.9994, loss: 0.5071
2022-08-15 23:05:27,477 - mmseg - INFO - Iter [8600/40000] lr: 8.062e-05, eta: 4:56:28, time: 0.463, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5324, decode.acc_seg: 79.9502, loss: 0.5324
2022-08-15 23:05:50,778 - mmseg - INFO - Iter [8650/40000] lr: 8.051e-05, eta: 4:55:42, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5079, decode.acc_seg: 81.1414, loss: 0.5079
2022-08-15 23:06:14,365 - mmseg - INFO - Iter [8700/40000] lr: 8.039e-05, eta: 4:54:56, time: 0.471, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5524, decode.acc_seg: 79.6938, loss: 0.5524
2022-08-15 23:06:37,344 - mmseg - INFO - Iter [8750/40000] lr: 8.028e-05, eta: 4:54:09, time: 0.460, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5081, decode.acc_seg: 80.7528, loss: 0.5081
2022-08-15 23:07:00,553 - mmseg - INFO - Iter [8800/40000] lr: 8.016e-05, eta: 4:53:23, time: 0.464, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5246, decode.acc_seg: 80.1511, loss: 0.5246
2022-08-15 23:07:26,518 - mmseg - INFO - Iter [8850/40000] lr: 8.005e-05, eta: 4:52:47, time: 0.519, data_time: 0.059, memory: 26281, decode.loss_ce: 0.5288, decode.acc_seg: 80.2282, loss: 0.5288
2022-08-15 23:07:49,864 - mmseg - INFO - Iter [8900/40000] lr: 7.994e-05, eta: 4:52:02, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4780, decode.acc_seg: 82.3313, loss: 0.4780
2022-08-15 23:08:13,197 - mmseg - INFO - Iter [8950/40000] lr: 7.982e-05, eta: 4:51:17, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5050, decode.acc_seg: 81.0319, loss: 0.5050
2022-08-15 23:08:36,529 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:08:36,529 - mmseg - INFO - Iter [9000/40000] lr: 7.971e-05, eta: 4:50:32, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4901, decode.acc_seg: 81.7801, loss: 0.4901
2022-08-15 23:08:59,742 - mmseg - INFO - Iter [9050/40000] lr: 7.959e-05, eta: 4:49:47, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4983, decode.acc_seg: 81.6830, loss: 0.4983
2022-08-15 23:09:23,218 - mmseg - INFO - Iter [9100/40000] lr: 7.948e-05, eta: 4:49:03, time: 0.470, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5036, decode.acc_seg: 81.2141, loss: 0.5036
2022-08-15 23:09:47,130 - mmseg - INFO - Iter [9150/40000] lr: 7.937e-05, eta: 4:48:21, time: 0.478, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5120, decode.acc_seg: 80.8676, loss: 0.5120
2022-08-15 23:10:11,106 - mmseg - INFO - Iter [9200/40000] lr: 7.925e-05, eta: 4:47:40, time: 0.479, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5416, decode.acc_seg: 80.0330, loss: 0.5416
2022-08-15 23:10:34,278 - mmseg - INFO - Iter [9250/40000] lr: 7.914e-05, eta: 4:46:56, time: 0.463, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4970, decode.acc_seg: 81.3947, loss: 0.4970
2022-08-15 23:10:58,033 - mmseg - INFO - Iter [9300/40000] lr: 7.902e-05, eta: 4:46:14, time: 0.475, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4991, decode.acc_seg: 81.0693, loss: 0.4991
2022-08-15 23:11:21,234 - mmseg - INFO - Iter [9350/40000] lr: 7.891e-05, eta: 4:45:30, time: 0.464, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4846, decode.acc_seg: 81.7559, loss: 0.4846
2022-08-15 23:11:44,384 - mmseg - INFO - Iter [9400/40000] lr: 7.879e-05, eta: 4:44:46, time: 0.463, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4898, decode.acc_seg: 81.4805, loss: 0.4898
2022-08-15 23:12:08,018 - mmseg - INFO - Iter [9450/40000] lr: 7.868e-05, eta: 4:44:05, time: 0.473, data_time: 0.009, memory: 26281, decode.loss_ce: 0.5078, decode.acc_seg: 80.6615, loss: 0.5078
2022-08-15 23:12:34,238 - mmseg - INFO - Iter [9500/40000] lr: 7.856e-05, eta: 4:43:31, time: 0.524, data_time: 0.055, memory: 26281, decode.loss_ce: 0.4966, decode.acc_seg: 81.0651, loss: 0.4966
2022-08-15 23:12:58,023 - mmseg - INFO - Iter [9550/40000] lr: 7.845e-05, eta: 4:42:50, time: 0.476, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4962, decode.acc_seg: 81.6246, loss: 0.4962
2022-08-15 23:13:21,799 - mmseg - INFO - Iter [9600/40000] lr: 7.834e-05, eta: 4:42:10, time: 0.476, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4814, decode.acc_seg: 81.9710, loss: 0.4814
2022-08-15 23:13:44,945 - mmseg - INFO - Iter [9650/40000] lr: 7.822e-05, eta: 4:41:27, time: 0.463, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4849, decode.acc_seg: 81.7681, loss: 0.4849
2022-08-15 23:14:08,014 - mmseg - INFO - Iter [9700/40000] lr: 7.811e-05, eta: 4:40:44, time: 0.462, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4808, decode.acc_seg: 82.0423, loss: 0.4808
2022-08-15 23:14:31,644 - mmseg - INFO - Iter [9750/40000] lr: 7.799e-05, eta: 4:40:04, time: 0.473, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4789, decode.acc_seg: 81.9815, loss: 0.4789
2022-08-15 23:14:54,863 - mmseg - INFO - Iter [9800/40000] lr: 7.788e-05, eta: 4:39:22, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4847, decode.acc_seg: 81.4751, loss: 0.4847
2022-08-15 23:15:18,331 - mmseg - INFO - Iter [9850/40000] lr: 7.776e-05, eta: 4:38:41, time: 0.469, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5050, decode.acc_seg: 80.6361, loss: 0.5050
2022-08-15 23:15:41,915 - mmseg - INFO - Iter [9900/40000] lr: 7.765e-05, eta: 4:38:01, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4819, decode.acc_seg: 82.0048, loss: 0.4819
2022-08-15 23:16:05,538 - mmseg - INFO - Iter [9950/40000] lr: 7.753e-05, eta: 4:37:21, time: 0.472, data_time: 0.008, memory: 26281, decode.loss_ce: 0.5164, decode.acc_seg: 80.8238, loss: 0.5164
2022-08-15 23:16:28,940 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:16:28,941 - mmseg - INFO - Iter [10000/40000] lr: 7.742e-05, eta: 4:36:40, time: 0.468, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4997, decode.acc_seg: 81.0405, loss: 0.4997
2022-08-15 23:16:52,243 - mmseg - INFO - Iter [10050/40000] lr: 7.730e-05, eta: 4:35:59, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4955, decode.acc_seg: 81.1296, loss: 0.4955
2022-08-15 23:17:18,561 - mmseg - INFO - Iter [10100/40000] lr: 7.719e-05, eta: 4:35:28, time: 0.526, data_time: 0.056, memory: 26281, decode.loss_ce: 0.5120, decode.acc_seg: 81.2404, loss: 0.5120
2022-08-15 23:17:41,949 - mmseg - INFO - Iter [10150/40000] lr: 7.708e-05, eta: 4:34:48, time: 0.468, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4631, decode.acc_seg: 82.3871, loss: 0.4631
2022-08-15 23:18:05,207 - mmseg - INFO - Iter [10200/40000] lr: 7.696e-05, eta: 4:34:07, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4715, decode.acc_seg: 82.2334, loss: 0.4715
2022-08-15 23:18:28,287 - mmseg - INFO - Iter [10250/40000] lr: 7.685e-05, eta: 4:33:26, time: 0.461, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4615, decode.acc_seg: 82.4860, loss: 0.4615
2022-08-15 23:18:51,656 - mmseg - INFO - Iter [10300/40000] lr: 7.673e-05, eta: 4:32:47, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4813, decode.acc_seg: 81.9126, loss: 0.4813
2022-08-15 23:19:14,941 - mmseg - INFO - Iter [10350/40000] lr: 7.662e-05, eta: 4:32:07, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4700, decode.acc_seg: 82.4680, loss: 0.4700
2022-08-15 23:19:38,166 - mmseg - INFO - Iter [10400/40000] lr: 7.650e-05, eta: 4:31:27, time: 0.465, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4816, decode.acc_seg: 81.7958, loss: 0.4816
2022-08-15 23:20:01,529 - mmseg - INFO - Iter [10450/40000] lr: 7.639e-05, eta: 4:30:48, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4692, decode.acc_seg: 82.1100, loss: 0.4692
2022-08-15 23:20:24,714 - mmseg - INFO - Iter [10500/40000] lr: 7.627e-05, eta: 4:30:08, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4658, decode.acc_seg: 82.1423, loss: 0.4658
2022-08-15 23:20:48,212 - mmseg - INFO - Iter [10550/40000] lr: 7.616e-05, eta: 4:29:30, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4771, decode.acc_seg: 82.0564, loss: 0.4771
2022-08-15 23:21:12,098 - mmseg - INFO - Iter [10600/40000] lr: 7.604e-05, eta: 4:28:52, time: 0.477, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4831, decode.acc_seg: 81.7490, loss: 0.4831
2022-08-15 23:21:35,729 - mmseg - INFO - Iter [10650/40000] lr: 7.593e-05, eta: 4:28:15, time: 0.473, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4834, decode.acc_seg: 81.7962, loss: 0.4834
2022-08-15 23:21:59,339 - mmseg - INFO - Iter [10700/40000] lr: 7.581e-05, eta: 4:27:37, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4922, decode.acc_seg: 81.5214, loss: 0.4922
2022-08-15 23:22:25,623 - mmseg - INFO - Iter [10750/40000] lr: 7.570e-05, eta: 4:27:06, time: 0.526, data_time: 0.056, memory: 26281, decode.loss_ce: 0.4749, decode.acc_seg: 81.7586, loss: 0.4749
2022-08-15 23:22:48,725 - mmseg - INFO - Iter [10800/40000] lr: 7.558e-05, eta: 4:26:27, time: 0.462, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4257, decode.acc_seg: 83.7706, loss: 0.4257
2022-08-15 23:23:11,789 - mmseg - INFO - Iter [10850/40000] lr: 7.547e-05, eta: 4:25:48, time: 0.461, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4503, decode.acc_seg: 82.8606, loss: 0.4503
2022-08-15 23:23:35,038 - mmseg - INFO - Iter [10900/40000] lr: 7.535e-05, eta: 4:25:10, time: 0.465, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4621, decode.acc_seg: 82.7149, loss: 0.4621
2022-08-15 23:23:58,313 - mmseg - INFO - Iter [10950/40000] lr: 7.524e-05, eta: 4:24:32, time: 0.465, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4806, decode.acc_seg: 82.0362, loss: 0.4806
2022-08-15 23:24:21,690 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:24:21,690 - mmseg - INFO - Iter [11000/40000] lr: 7.512e-05, eta: 4:23:54, time: 0.468, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4563, decode.acc_seg: 82.4252, loss: 0.4563
2022-08-15 23:24:45,050 - mmseg - INFO - Iter [11050/40000] lr: 7.501e-05, eta: 4:23:16, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4678, decode.acc_seg: 82.0971, loss: 0.4678
2022-08-15 23:25:08,249 - mmseg - INFO - Iter [11100/40000] lr: 7.489e-05, eta: 4:22:39, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4591, decode.acc_seg: 82.5671, loss: 0.4591
2022-08-15 23:25:31,695 - mmseg - INFO - Iter [11150/40000] lr: 7.478e-05, eta: 4:22:01, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4568, decode.acc_seg: 82.6445, loss: 0.4568
2022-08-15 23:25:55,439 - mmseg - INFO - Iter [11200/40000] lr: 7.466e-05, eta: 4:21:25, time: 0.475, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4730, decode.acc_seg: 82.0813, loss: 0.4730
2022-08-15 23:26:18,813 - mmseg - INFO - Iter [11250/40000] lr: 7.455e-05, eta: 4:20:48, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4778, decode.acc_seg: 82.1277, loss: 0.4778
2022-08-15 23:26:42,169 - mmseg - INFO - Iter [11300/40000] lr: 7.443e-05, eta: 4:20:11, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4684, decode.acc_seg: 82.4596, loss: 0.4684
2022-08-15 23:27:05,331 - mmseg - INFO - Iter [11350/40000] lr: 7.432e-05, eta: 4:19:34, time: 0.463, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4572, decode.acc_seg: 82.4404, loss: 0.4572
2022-08-15 23:27:31,439 - mmseg - INFO - Iter [11400/40000] lr: 7.420e-05, eta: 4:19:04, time: 0.523, data_time: 0.058, memory: 26281, decode.loss_ce: 0.4500, decode.acc_seg: 83.1778, loss: 0.4500
2022-08-15 23:27:54,632 - mmseg - INFO - Iter [11450/40000] lr: 7.409e-05, eta: 4:18:27, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4553, decode.acc_seg: 83.1038, loss: 0.4553
2022-08-15 23:28:17,880 - mmseg - INFO - Iter [11500/40000] lr: 7.397e-05, eta: 4:17:50, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4533, decode.acc_seg: 82.6609, loss: 0.4533
2022-08-15 23:28:41,238 - mmseg - INFO - Iter [11550/40000] lr: 7.386e-05, eta: 4:17:13, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4549, decode.acc_seg: 82.8159, loss: 0.4549
2022-08-15 23:29:04,985 - mmseg - INFO - Iter [11600/40000] lr: 7.374e-05, eta: 4:16:38, time: 0.475, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4339, decode.acc_seg: 83.4143, loss: 0.4339
2022-08-15 23:29:28,013 - mmseg - INFO - Iter [11650/40000] lr: 7.363e-05, eta: 4:16:01, time: 0.460, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4627, decode.acc_seg: 82.7469, loss: 0.4627
2022-08-15 23:29:51,644 - mmseg - INFO - Iter [11700/40000] lr: 7.351e-05, eta: 4:15:25, time: 0.473, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4575, decode.acc_seg: 82.7341, loss: 0.4575
2022-08-15 23:30:14,950 - mmseg - INFO - Iter [11750/40000] lr: 7.340e-05, eta: 4:14:49, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4455, decode.acc_seg: 82.8645, loss: 0.4455
2022-08-15 23:30:38,500 - mmseg - INFO - Iter [11800/40000] lr: 7.328e-05, eta: 4:14:14, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4734, decode.acc_seg: 82.1000, loss: 0.4734
2022-08-15 23:31:02,019 - mmseg - INFO - Iter [11850/40000] lr: 7.316e-05, eta: 4:13:38, time: 0.470, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4559, decode.acc_seg: 82.6640, loss: 0.4559
2022-08-15 23:31:25,397 - mmseg - INFO - Iter [11900/40000] lr: 7.305e-05, eta: 4:13:03, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4680, decode.acc_seg: 81.8608, loss: 0.4680
2022-08-15 23:31:48,622 - mmseg - INFO - Iter [11950/40000] lr: 7.293e-05, eta: 4:12:27, time: 0.464, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4809, decode.acc_seg: 82.2400, loss: 0.4809
2022-08-15 23:32:14,750 - mmseg - INFO - Saving checkpoint at 12000 iterations
2022-08-15 23:32:17,171 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:32:17,171 - mmseg - INFO - Iter [12000/40000] lr: 7.282e-05, eta: 4:12:03, time: 0.571, data_time: 0.058, memory: 26281, decode.loss_ce: 0.4508, decode.acc_seg: 82.5448, loss: 0.4508
2022-08-15 23:32:43,219 - mmseg - INFO - per class results:
2022-08-15 23:32:43,226 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 74.56 | 87.19 |
| building | 81.38 | 92.94 |
| sky | 93.93 | 97.18 |
| floor | 80.79 | 88.6 |
| tree | 73.19 | 87.13 |
| ceiling | 82.47 | 91.63 |
| road | 82.16 | 89.46 |
| bed | 86.6 | 94.57 |
| windowpane | 60.93 | 77.91 |
| grass | 66.7 | 81.53 |
| cabinet | 55.31 | 62.52 |
| sidewalk | 62.26 | 79.84 |
| person | 78.62 | 93.06 |
| earth | 33.39 | 50.56 |
| door | 42.44 | 54.41 |
| table | 53.13 | 69.52 |
| mountain | 52.16 | 74.17 |
| plant | 52.26 | 64.11 |
| curtain | 68.04 | 82.38 |
| chair | 50.84 | 65.02 |
| car | 82.11 | 91.27 |
| water | 58.18 | 71.16 |
| painting | 67.67 | 86.19 |
| sofa | 62.58 | 84.78 |
| shelf | 41.26 | 57.48 |
| house | 39.4 | 45.61 |
| sea | 58.51 | 83.77 |
| mirror | 56.0 | 63.74 |
| rug | 61.11 | 71.35 |
| field | 35.79 | 49.52 |
| armchair | 31.25 | 43.21 |
| seat | 65.43 | 79.99 |
| fence | 35.59 | 48.19 |
| desk | 41.74 | 64.39 |
| rock | 50.16 | 74.12 |
| wardrobe | 45.75 | 68.16 |
| lamp | 56.1 | 73.29 |
| bathtub | 74.64 | 83.83 |
| railing | 32.47 | 48.09 |
| cushion | 51.08 | 64.28 |
| base | 33.91 | 44.48 |
| box | 23.99 | 29.46 |
| column | 45.19 | 54.27 |
| signboard | 34.81 | 47.19 |
| chest of drawers | 37.22 | 66.79 |
| counter | 21.14 | 24.86 |
| sand | 35.84 | 50.25 |
| sink | 64.42 | 73.33 |
| skyscraper | 42.17 | 46.91 |
| fireplace | 68.54 | 87.7 |
| refrigerator | 70.12 | 84.18 |
| grandstand | 47.13 | 72.74 |
| path | 22.76 | 32.51 |
| stairs | 21.42 | 25.44 |
| runway | 71.13 | 89.68 |
| case | 47.73 | 67.17 |
| pool table | 92.19 | 95.93 |
| pillow | 54.54 | 74.3 |
| screen door | 60.87 | 71.75 |
| stairway | 28.81 | 48.71 |
| river | 19.65 | 32.62 |
| bridge | 36.37 | 49.76 |
| bookcase | 35.73 | 59.61 |
| blind | 25.09 | 26.23 |
| coffee table | 49.99 | 77.69 |
| toilet | 80.46 | 89.64 |
| flower | 37.79 | 51.23 |
| book | 36.49 | 49.18 |
| hill | 5.16 | 6.74 |
| bench | 43.15 | 52.92 |
| countertop | 49.03 | 58.9 |
| stove | 69.96 | 77.61 |
| palm | 45.52 | 70.5 |
| kitchen island | 24.83 | 68.03 |
| computer | 75.52 | 89.49 |
| swivel chair | 44.81 | 77.05 |
| boat | 48.07 | 70.0 |
| bar | 31.86 | 45.11 |
| arcade machine | 73.38 | 83.25 |
| hovel | 49.92 | 54.57 |
| bus | 87.52 | 93.05 |
| towel | 59.85 | 72.31 |
| light | 34.13 | 36.86 |
| truck | 15.27 | 21.7 |
| tower | 23.05 | 39.61 |
| chandelier | 61.14 | 82.62 |
| awning | 24.44 | 31.59 |
| streetlight | 22.04 | 28.87 |
| booth | 46.03 | 56.3 |
| television receiver | 66.77 | 75.25 |
| airplane | 56.84 | 67.82 |
| dirt track | 15.35 | 15.44 |
| apparel | 36.66 | 53.08 |
| pole | 14.63 | 19.28 |
| land | 0.04 | 0.04 |
| bannister | 8.94 | 12.42 |
| escalator | 46.0 | 70.85 |
| ottoman | 49.53 | 60.47 |
| bottle | 38.5 | 54.18 |
| buffet | 51.99 | 77.21 |
| poster | 15.08 | 17.12 |
| stage | 16.45 | 23.7 |
| van | 39.22 | 47.88 |
| ship | 3.0 | 3.74 |
| fountain | 38.09 | 41.43 |
| conveyer belt | 62.99 | 82.89 |
| canopy | 16.9 | 23.91 |
| washer | 62.55 | 65.15 |
| plaything | 22.99 | 31.11 |
| swimming pool | 63.5 | 77.12 |
| stool | 32.59 | 42.97 |
| barrel | 24.06 | 65.07 |
| basket | 30.72 | 47.19 |
| waterfall | 67.57 | 96.55 |
| tent | 93.74 | 98.05 |
| bag | 10.18 | 10.75 |
| minibike | 64.19 | 83.47 |
| cradle | 74.74 | 95.46 |
| oven | 21.38 | 46.64 |
| ball | 40.44 | 52.47 |
| food | 49.56 | 52.69 |
| step | 9.96 | 11.14 |
| tank | 56.62 | 66.53 |
| trade name | 12.71 | 13.39 |
| microwave | 50.56 | 56.35 |
| pot | 35.55 | 42.86 |
| animal | 66.55 | 70.3 |
| bicycle | 51.81 | 75.8 |
| lake | 10.12 | 10.93 |
| dishwasher | 47.72 | 69.24 |
| screen | 65.76 | 82.85 |
| blanket | 1.0 | 1.03 |
| sculpture | 55.96 | 71.29 |
| hood | 57.64 | 64.86 |
| sconce | 19.87 | 21.62 |
| vase | 32.45 | 43.72 |
| traffic light | 27.53 | 45.0 |
| tray | 1.31 | 1.6 |
| ashcan | 41.32 | 50.54 |
| fan | 55.25 | 68.63 |
| pier | 35.93 | 41.19 |
| crt screen | 3.17 | 9.2 |
| plate | 49.27 | 74.34 |
| monitor | 3.13 | 3.53 |
| bulletin board | 48.72 | 65.52 |
| shower | 0.0 | 0.0 |
| radiator | 59.15 | 68.07 |
| glass | 11.57 | 12.77 |
| clock | 26.11 | 28.95 |
| flag | 33.41 | 35.74 |
+---------------------+-------+-------+
2022-08-15 23:32:43,226 - mmseg - INFO - Summary:
2022-08-15 23:32:43,226 - mmseg - INFO -
+-------+-------+------+
| aAcc | mIoU | mAcc |
+-------+-------+------+
| 81.45 | 45.09 | 57.3 |
+-------+-------+------+
2022-08-15 23:32:43,276 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:32:43,276 - mmseg - INFO - Iter(val) [250] aAcc: 0.8145, mIoU: 0.4509, mAcc: 0.5730, IoU.wall: 0.7456, IoU.building: 0.8138, IoU.sky: 0.9393, IoU.floor: 0.8079, IoU.tree: 0.7319, IoU.ceiling: 0.8247, IoU.road: 0.8216, IoU.bed : 0.8660, IoU.windowpane: 0.6093, IoU.grass: 0.6670, IoU.cabinet: 0.5531, IoU.sidewalk: 0.6226, IoU.person: 0.7862, IoU.earth: 0.3339, IoU.door: 0.4244, IoU.table: 0.5313, IoU.mountain: 0.5216, IoU.plant: 0.5226, IoU.curtain: 0.6804, IoU.chair: 0.5084, IoU.car: 0.8211, IoU.water: 0.5818, IoU.painting: 0.6767, IoU.sofa: 0.6258, IoU.shelf: 0.4126, IoU.house: 0.3940, IoU.sea: 0.5851, IoU.mirror: 0.5600, IoU.rug: 0.6111, IoU.field: 0.3579, IoU.armchair: 0.3125, IoU.seat: 0.6543, IoU.fence: 0.3559, IoU.desk: 0.4174, IoU.rock: 0.5016, IoU.wardrobe: 0.4575, IoU.lamp: 0.5610, IoU.bathtub: 0.7464, IoU.railing: 0.3247, IoU.cushion: 0.5108, IoU.base: 0.3391, IoU.box: 0.2399, IoU.column: 0.4519, IoU.signboard: 0.3481, IoU.chest of drawers: 0.3722, IoU.counter: 0.2114, IoU.sand: 0.3584, IoU.sink: 0.6442, IoU.skyscraper: 0.4217, IoU.fireplace: 0.6854, IoU.refrigerator: 0.7012, IoU.grandstand: 0.4713, IoU.path: 0.2276, IoU.stairs: 0.2142, IoU.runway: 0.7113, IoU.case: 0.4773, IoU.pool table: 0.9219, IoU.pillow: 0.5454, IoU.screen door: 0.6087, IoU.stairway: 0.2881, IoU.river: 0.1965, IoU.bridge: 0.3637, IoU.bookcase: 0.3573, IoU.blind: 0.2509, IoU.coffee table: 0.4999, IoU.toilet: 0.8046, IoU.flower: 0.3779, IoU.book: 0.3649, IoU.hill: 0.0516, IoU.bench: 0.4315, IoU.countertop: 0.4903, IoU.stove: 0.6996, IoU.palm: 0.4552, IoU.kitchen island: 0.2483, IoU.computer: 0.7552, IoU.swivel chair: 0.4481, IoU.boat: 0.4807, IoU.bar: 0.3186, IoU.arcade machine: 0.7338, IoU.hovel: 0.4992, IoU.bus: 0.8752, IoU.towel: 0.5985, IoU.light: 0.3413, IoU.truck: 0.1527, IoU.tower: 0.2305, IoU.chandelier: 0.6114, IoU.awning: 0.2444, IoU.streetlight: 0.2204, IoU.booth: 0.4603, IoU.television receiver: 0.6677, IoU.airplane: 0.5684, IoU.dirt track: 0.1535, IoU.apparel: 0.3666, IoU.pole: 0.1463, IoU.land: 0.0004, IoU.bannister: 0.0894, IoU.escalator: 0.4600, IoU.ottoman: 0.4953, IoU.bottle: 0.3850, IoU.buffet: 0.5199, IoU.poster: 0.1508, IoU.stage: 0.1645, IoU.van: 0.3922, IoU.ship: 0.0300, IoU.fountain: 0.3809, IoU.conveyer belt: 0.6299, IoU.canopy: 0.1690, IoU.washer: 0.6255, IoU.plaything: 0.2299, IoU.swimming pool: 0.6350, IoU.stool: 0.3259, IoU.barrel: 0.2406, IoU.basket: 0.3072, IoU.waterfall: 0.6757, IoU.tent: 0.9374, IoU.bag: 0.1018, IoU.minibike: 0.6419, IoU.cradle: 0.7474, IoU.oven: 0.2138, IoU.ball: 0.4044, IoU.food: 0.4956, IoU.step: 0.0996, IoU.tank: 0.5662, IoU.trade name: 0.1271, IoU.microwave: 0.5056, IoU.pot: 0.3555, IoU.animal: 0.6655, IoU.bicycle: 0.5181, IoU.lake: 0.1012, IoU.dishwasher: 0.4772, IoU.screen: 0.6576, IoU.blanket: 0.0100, IoU.sculpture: 0.5596, IoU.hood: 0.5764, IoU.sconce: 0.1987, IoU.vase: 0.3245, IoU.traffic light: 0.2753, IoU.tray: 0.0131, IoU.ashcan: 0.4132, IoU.fan: 0.5525, IoU.pier: 0.3593, IoU.crt screen: 0.0317, IoU.plate: 0.4927, IoU.monitor: 0.0313, IoU.bulletin board: 0.4872, IoU.shower: 0.0000, IoU.radiator: 0.5915, IoU.glass: 0.1157, IoU.clock: 0.2611, IoU.flag: 0.3341, Acc.wall: 0.8719, Acc.building: 0.9294, Acc.sky: 0.9718, Acc.floor: 0.8860, Acc.tree: 0.8713, Acc.ceiling: 0.9163, Acc.road: 0.8946, Acc.bed : 0.9457, Acc.windowpane: 0.7791, Acc.grass: 0.8153, Acc.cabinet: 0.6252, Acc.sidewalk: 0.7984, Acc.person: 0.9306, Acc.earth: 0.5056, Acc.door: 0.5441, Acc.table: 0.6952, Acc.mountain: 0.7417, Acc.plant: 0.6411, Acc.curtain: 0.8238, Acc.chair: 0.6502, Acc.car: 0.9127, Acc.water: 0.7116, Acc.painting: 0.8619, Acc.sofa: 0.8478, Acc.shelf: 0.5748, Acc.house: 0.4561, Acc.sea: 0.8377, Acc.mirror: 0.6374, Acc.rug: 0.7135, Acc.field: 0.4952, Acc.armchair: 0.4321, Acc.seat: 0.7999, Acc.fence: 0.4819, Acc.desk: 0.6439, Acc.rock: 0.7412, Acc.wardrobe: 0.6816, Acc.lamp: 0.7329, Acc.bathtub: 0.8383, Acc.railing: 0.4809, Acc.cushion: 0.6428, Acc.base: 0.4448, Acc.box: 0.2946, Acc.column: 0.5427, Acc.signboard: 0.4719, Acc.chest of drawers: 0.6679, Acc.counter: 0.2486, Acc.sand: 0.5025, Acc.sink: 0.7333, Acc.skyscraper: 0.4691, Acc.fireplace: 0.8770, Acc.refrigerator: 0.8418, Acc.grandstand: 0.7274, Acc.path: 0.3251, Acc.stairs: 0.2544, Acc.runway: 0.8968, Acc.case: 0.6717, Acc.pool table: 0.9593, Acc.pillow: 0.7430, Acc.screen door: 0.7175, Acc.stairway: 0.4871, Acc.river: 0.3262, Acc.bridge: 0.4976, Acc.bookcase: 0.5961, Acc.blind: 0.2623, Acc.coffee table: 0.7769, Acc.toilet: 0.8964, Acc.flower: 0.5123, Acc.book: 0.4918, Acc.hill: 0.0674, Acc.bench: 0.5292, Acc.countertop: 0.5890, Acc.stove: 0.7761, Acc.palm: 0.7050, Acc.kitchen island: 0.6803, Acc.computer: 0.8949, Acc.swivel chair: 0.7705, Acc.boat: 0.7000, Acc.bar: 0.4511, Acc.arcade machine: 0.8325, Acc.hovel: 0.5457, Acc.bus: 0.9305, Acc.towel: 0.7231, Acc.light: 0.3686, Acc.truck: 0.2170, Acc.tower: 0.3961, Acc.chandelier: 0.8262, Acc.awning: 0.3159, Acc.streetlight: 0.2887, Acc.booth: 0.5630, Acc.television receiver: 0.7525, Acc.airplane: 0.6782, Acc.dirt track: 0.1544, Acc.apparel: 0.5308, Acc.pole: 0.1928, Acc.land: 0.0004, Acc.bannister: 0.1242, Acc.escalator: 0.7085, Acc.ottoman: 0.6047, Acc.bottle: 0.5418, Acc.buffet: 0.7721, Acc.poster: 0.1712, Acc.stage: 0.2370, Acc.van: 0.4788, Acc.ship: 0.0374, Acc.fountain: 0.4143, Acc.conveyer belt: 0.8289, Acc.canopy: 0.2391, Acc.washer: 0.6515, Acc.plaything: 0.3111, Acc.swimming pool: 0.7712, Acc.stool: 0.4297, Acc.barrel: 0.6507, Acc.basket: 0.4719, Acc.waterfall: 0.9655, Acc.tent: 0.9805, Acc.bag: 0.1075, Acc.minibike: 0.8347, Acc.cradle: 0.9546, Acc.oven: 0.4664, Acc.ball: 0.5247, Acc.food: 0.5269, Acc.step: 0.1114, Acc.tank: 0.6653, Acc.trade name: 0.1339, Acc.microwave: 0.5635, Acc.pot: 0.4286, Acc.animal: 0.7030, Acc.bicycle: 0.7580, Acc.lake: 0.1093, Acc.dishwasher: 0.6924, Acc.screen: 0.8285, Acc.blanket: 0.0103, Acc.sculpture: 0.7129, Acc.hood: 0.6486, Acc.sconce: 0.2162, Acc.vase: 0.4372, Acc.traffic light: 0.4500, Acc.tray: 0.0160, Acc.ashcan: 0.5054, Acc.fan: 0.6863, Acc.pier: 0.4119, Acc.crt screen: 0.0920, Acc.plate: 0.7434, Acc.monitor: 0.0353, Acc.bulletin board: 0.6552, Acc.shower: 0.0000, Acc.radiator: 0.6807, Acc.glass: 0.1277, Acc.clock: 0.2895, Acc.flag: 0.3574
2022-08-15 23:33:06,299 - mmseg - INFO - Iter [12050/40000] lr: 7.270e-05, eta: 4:12:28, time: 0.982, data_time: 0.530, memory: 26281, decode.loss_ce: 0.4395, decode.acc_seg: 83.2163, loss: 0.4395
2022-08-15 23:33:29,735 - mmseg - INFO - Iter [12100/40000] lr: 7.259e-05, eta: 4:11:52, time: 0.469, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4555, decode.acc_seg: 83.2050, loss: 0.4555
2022-08-15 23:33:53,306 - mmseg - INFO - Iter [12150/40000] lr: 7.247e-05, eta: 4:11:17, time: 0.471, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4245, decode.acc_seg: 83.9154, loss: 0.4245
2022-08-15 23:34:16,592 - mmseg - INFO - Iter [12200/40000] lr: 7.236e-05, eta: 4:10:41, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4389, decode.acc_seg: 83.2075, loss: 0.4389
2022-08-15 23:34:40,062 - mmseg - INFO - Iter [12250/40000] lr: 7.224e-05, eta: 4:10:06, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4343, decode.acc_seg: 83.4478, loss: 0.4343
2022-08-15 23:35:03,235 - mmseg - INFO - Iter [12300/40000] lr: 7.213e-05, eta: 4:09:30, time: 0.463, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4548, decode.acc_seg: 82.5158, loss: 0.4548
2022-08-15 23:35:26,756 - mmseg - INFO - Iter [12350/40000] lr: 7.201e-05, eta: 4:08:56, time: 0.470, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4441, decode.acc_seg: 83.0540, loss: 0.4441
2022-08-15 23:35:50,062 - mmseg - INFO - Iter [12400/40000] lr: 7.189e-05, eta: 4:08:20, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4273, decode.acc_seg: 83.4137, loss: 0.4273
2022-08-15 23:36:13,259 - mmseg - INFO - Iter [12450/40000] lr: 7.178e-05, eta: 4:07:45, time: 0.464, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4723, decode.acc_seg: 82.0140, loss: 0.4723
2022-08-15 23:36:38,545 - mmseg - INFO - Iter [12500/40000] lr: 7.166e-05, eta: 4:07:14, time: 0.506, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4493, decode.acc_seg: 83.3154, loss: 0.4493
2022-08-15 23:37:01,857 - mmseg - INFO - Iter [12550/40000] lr: 7.155e-05, eta: 4:06:39, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4645, decode.acc_seg: 82.2387, loss: 0.4645
2022-08-15 23:37:25,469 - mmseg - INFO - Iter [12600/40000] lr: 7.143e-05, eta: 4:06:05, time: 0.472, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4390, decode.acc_seg: 82.7948, loss: 0.4390
2022-08-15 23:37:51,425 - mmseg - INFO - Iter [12650/40000] lr: 7.132e-05, eta: 4:05:36, time: 0.520, data_time: 0.062, memory: 26281, decode.loss_ce: 0.4312, decode.acc_seg: 83.7067, loss: 0.4312
2022-08-15 23:38:14,742 - mmseg - INFO - Iter [12700/40000] lr: 7.120e-05, eta: 4:05:01, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4302, decode.acc_seg: 83.3606, loss: 0.4302
2022-08-15 23:38:38,208 - mmseg - INFO - Iter [12750/40000] lr: 7.109e-05, eta: 4:04:27, time: 0.470, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4409, decode.acc_seg: 83.3301, loss: 0.4409
2022-08-15 23:39:01,632 - mmseg - INFO - Iter [12800/40000] lr: 7.097e-05, eta: 4:03:53, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4348, decode.acc_seg: 83.3652, loss: 0.4348
2022-08-15 23:39:25,331 - mmseg - INFO - Iter [12850/40000] lr: 7.085e-05, eta: 4:03:19, time: 0.474, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4430, decode.acc_seg: 83.4926, loss: 0.4430
2022-08-15 23:39:48,682 - mmseg - INFO - Iter [12900/40000] lr: 7.074e-05, eta: 4:02:45, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4420, decode.acc_seg: 83.0069, loss: 0.4420
2022-08-15 23:40:12,478 - mmseg - INFO - Iter [12950/40000] lr: 7.062e-05, eta: 4:02:11, time: 0.476, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4497, decode.acc_seg: 83.0304, loss: 0.4497
2022-08-15 23:40:35,615 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:40:35,615 - mmseg - INFO - Iter [13000/40000] lr: 7.051e-05, eta: 4:01:37, time: 0.463, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4091, decode.acc_seg: 83.9889, loss: 0.4091
2022-08-15 23:40:58,790 - mmseg - INFO - Iter [13050/40000] lr: 7.039e-05, eta: 4:01:02, time: 0.463, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4453, decode.acc_seg: 82.9104, loss: 0.4453
2022-08-15 23:41:22,222 - mmseg - INFO - Iter [13100/40000] lr: 7.027e-05, eta: 4:00:28, time: 0.469, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4347, decode.acc_seg: 83.6608, loss: 0.4347
2022-08-15 23:41:45,587 - mmseg - INFO - Iter [13150/40000] lr: 7.016e-05, eta: 3:59:55, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4527, decode.acc_seg: 82.8273, loss: 0.4527
2022-08-15 23:42:08,888 - mmseg - INFO - Iter [13200/40000] lr: 7.004e-05, eta: 3:59:21, time: 0.466, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4562, decode.acc_seg: 82.7682, loss: 0.4562
2022-08-15 23:42:31,629 - mmseg - INFO - Iter [13250/40000] lr: 6.993e-05, eta: 3:58:46, time: 0.455, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4560, decode.acc_seg: 82.7986, loss: 0.4560
2022-08-15 23:42:57,866 - mmseg - INFO - Iter [13300/40000] lr: 6.981e-05, eta: 3:58:18, time: 0.525, data_time: 0.058, memory: 26281, decode.loss_ce: 0.4227, decode.acc_seg: 83.8938, loss: 0.4227
2022-08-15 23:43:21,131 - mmseg - INFO - Iter [13350/40000] lr: 6.969e-05, eta: 3:57:44, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4399, decode.acc_seg: 83.8739, loss: 0.4399
2022-08-15 23:43:44,250 - mmseg - INFO - Iter [13400/40000] lr: 6.958e-05, eta: 3:57:10, time: 0.462, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4405, decode.acc_seg: 83.5353, loss: 0.4405
2022-08-15 23:44:07,560 - mmseg - INFO - Iter [13450/40000] lr: 6.946e-05, eta: 3:56:36, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4313, decode.acc_seg: 83.6719, loss: 0.4313
2022-08-15 23:44:30,804 - mmseg - INFO - Iter [13500/40000] lr: 6.935e-05, eta: 3:56:03, time: 0.465, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4342, decode.acc_seg: 83.1292, loss: 0.4342
2022-08-15 23:44:54,267 - mmseg - INFO - Iter [13550/40000] lr: 6.923e-05, eta: 3:55:30, time: 0.469, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4486, decode.acc_seg: 83.2346, loss: 0.4486
2022-08-15 23:45:17,507 - mmseg - INFO - Iter [13600/40000] lr: 6.911e-05, eta: 3:54:56, time: 0.465, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4296, decode.acc_seg: 83.3873, loss: 0.4296
2022-08-15 23:45:40,846 - mmseg - INFO - Iter [13650/40000] lr: 6.900e-05, eta: 3:54:23, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4473, decode.acc_seg: 83.0091, loss: 0.4473
2022-08-15 23:46:04,090 - mmseg - INFO - Iter [13700/40000] lr: 6.888e-05, eta: 3:53:50, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4442, decode.acc_seg: 83.3552, loss: 0.4442
2022-08-15 23:46:27,272 - mmseg - INFO - Iter [13750/40000] lr: 6.877e-05, eta: 3:53:17, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4272, decode.acc_seg: 83.2239, loss: 0.4272
2022-08-15 23:46:50,691 - mmseg - INFO - Iter [13800/40000] lr: 6.865e-05, eta: 3:52:44, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4626, decode.acc_seg: 82.7261, loss: 0.4626
2022-08-15 23:47:14,071 - mmseg - INFO - Iter [13850/40000] lr: 6.853e-05, eta: 3:52:11, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4433, decode.acc_seg: 82.9994, loss: 0.4433
2022-08-15 23:47:39,845 - mmseg - INFO - Iter [13900/40000] lr: 6.842e-05, eta: 3:51:43, time: 0.516, data_time: 0.064, memory: 26281, decode.loss_ce: 0.4398, decode.acc_seg: 83.6081, loss: 0.4398
2022-08-15 23:48:02,934 - mmseg - INFO - Iter [13950/40000] lr: 6.830e-05, eta: 3:51:09, time: 0.462, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4261, decode.acc_seg: 83.8396, loss: 0.4261
2022-08-15 23:48:25,850 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:48:25,850 - mmseg - INFO - Iter [14000/40000] lr: 6.818e-05, eta: 3:50:36, time: 0.458, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4205, decode.acc_seg: 83.7386, loss: 0.4205
2022-08-15 23:48:49,306 - mmseg - INFO - Iter [14050/40000] lr: 6.807e-05, eta: 3:50:03, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4483, decode.acc_seg: 83.0725, loss: 0.4483
2022-08-15 23:49:12,353 - mmseg - INFO - Iter [14100/40000] lr: 6.795e-05, eta: 3:49:30, time: 0.460, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4165, decode.acc_seg: 83.9048, loss: 0.4165
2022-08-15 23:49:36,067 - mmseg - INFO - Iter [14150/40000] lr: 6.784e-05, eta: 3:48:58, time: 0.475, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4088, decode.acc_seg: 84.1179, loss: 0.4088
2022-08-15 23:49:59,182 - mmseg - INFO - Iter [14200/40000] lr: 6.772e-05, eta: 3:48:26, time: 0.462, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4375, decode.acc_seg: 83.5816, loss: 0.4375
2022-08-15 23:50:22,539 - mmseg - INFO - Iter [14250/40000] lr: 6.760e-05, eta: 3:47:53, time: 0.468, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4235, decode.acc_seg: 83.7683, loss: 0.4235
2022-08-15 23:50:45,738 - mmseg - INFO - Iter [14300/40000] lr: 6.749e-05, eta: 3:47:21, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4141, decode.acc_seg: 83.7411, loss: 0.4141
2022-08-15 23:51:09,260 - mmseg - INFO - Iter [14350/40000] lr: 6.737e-05, eta: 3:46:49, time: 0.471, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4143, decode.acc_seg: 84.1969, loss: 0.4143
2022-08-15 23:51:32,486 - mmseg - INFO - Iter [14400/40000] lr: 6.725e-05, eta: 3:46:16, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4196, decode.acc_seg: 83.7642, loss: 0.4196
2022-08-15 23:51:55,495 - mmseg - INFO - Iter [14450/40000] lr: 6.714e-05, eta: 3:45:44, time: 0.460, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4282, decode.acc_seg: 83.5054, loss: 0.4282
2022-08-15 23:52:18,693 - mmseg - INFO - Iter [14500/40000] lr: 6.702e-05, eta: 3:45:11, time: 0.464, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4274, decode.acc_seg: 83.6963, loss: 0.4274
2022-08-15 23:52:44,666 - mmseg - INFO - Iter [14550/40000] lr: 6.690e-05, eta: 3:44:44, time: 0.519, data_time: 0.057, memory: 26281, decode.loss_ce: 0.4364, decode.acc_seg: 83.4560, loss: 0.4364
2022-08-15 23:53:08,212 - mmseg - INFO - Iter [14600/40000] lr: 6.679e-05, eta: 3:44:12, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4267, decode.acc_seg: 83.6594, loss: 0.4267
2022-08-15 23:53:31,614 - mmseg - INFO - Iter [14650/40000] lr: 6.667e-05, eta: 3:43:40, time: 0.468, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4152, decode.acc_seg: 84.1034, loss: 0.4152
2022-08-15 23:53:54,745 - mmseg - INFO - Iter [14700/40000] lr: 6.655e-05, eta: 3:43:08, time: 0.462, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4270, decode.acc_seg: 83.8849, loss: 0.4270
2022-08-15 23:54:18,235 - mmseg - INFO - Iter [14750/40000] lr: 6.644e-05, eta: 3:42:37, time: 0.471, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4119, decode.acc_seg: 84.5434, loss: 0.4119
2022-08-15 23:54:41,479 - mmseg - INFO - Iter [14800/40000] lr: 6.632e-05, eta: 3:42:05, time: 0.465, data_time: 0.008, memory: 26281, decode.loss_ce: 0.3998, decode.acc_seg: 84.6140, loss: 0.3998
2022-08-15 23:55:04,733 - mmseg - INFO - Iter [14850/40000] lr: 6.621e-05, eta: 3:41:33, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4087, decode.acc_seg: 84.5887, loss: 0.4087
2022-08-15 23:55:28,068 - mmseg - INFO - Iter [14900/40000] lr: 6.609e-05, eta: 3:41:01, time: 0.467, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4169, decode.acc_seg: 83.7990, loss: 0.4169
2022-08-15 23:55:51,241 - mmseg - INFO - Iter [14950/40000] lr: 6.597e-05, eta: 3:40:29, time: 0.463, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4189, decode.acc_seg: 83.9741, loss: 0.4189
2022-08-15 23:56:14,335 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-15 23:56:14,335 - mmseg - INFO - Iter [15000/40000] lr: 6.585e-05, eta: 3:39:58, time: 0.462, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4384, decode.acc_seg: 83.2974, loss: 0.4384
2022-08-15 23:56:37,163 - mmseg - INFO - Iter [15050/40000] lr: 6.574e-05, eta: 3:39:25, time: 0.456, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4147, decode.acc_seg: 84.0822, loss: 0.4147
2022-08-15 23:57:00,188 - mmseg - INFO - Iter [15100/40000] lr: 6.562e-05, eta: 3:38:53, time: 0.461, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4174, decode.acc_seg: 83.8420, loss: 0.4174
2022-08-15 23:57:26,038 - mmseg - INFO - Iter [15150/40000] lr: 6.550e-05, eta: 3:38:26, time: 0.517, data_time: 0.057, memory: 26281, decode.loss_ce: 0.3946, decode.acc_seg: 84.4323, loss: 0.3946
2022-08-15 23:57:48,923 - mmseg - INFO - Iter [15200/40000] lr: 6.539e-05, eta: 3:37:54, time: 0.458, data_time: 0.008, memory: 26281, decode.loss_ce: 0.3919, decode.acc_seg: 85.1202, loss: 0.3919
2022-08-15 23:58:11,902 - mmseg - INFO - Iter [15250/40000] lr: 6.527e-05, eta: 3:37:22, time: 0.460, data_time: 0.009, memory: 26281, decode.loss_ce: 0.3936, decode.acc_seg: 84.6688, loss: 0.3936
2022-08-15 23:58:35,343 - mmseg - INFO - Iter [15300/40000] lr: 6.515e-05, eta: 3:36:51, time: 0.469, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4051, decode.acc_seg: 84.2079, loss: 0.4051
2022-08-15 23:58:58,533 - mmseg - INFO - Iter [15350/40000] lr: 6.504e-05, eta: 3:36:20, time: 0.463, data_time: 0.008, memory: 26281, decode.loss_ce: 0.3996, decode.acc_seg: 84.8544, loss: 0.3996
2022-08-15 23:59:21,820 - mmseg - INFO - Iter [15400/40000] lr: 6.492e-05, eta: 3:35:49, time: 0.466, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4142, decode.acc_seg: 83.9793, loss: 0.4142
2022-08-15 23:59:45,028 - mmseg - INFO - Iter [15450/40000] lr: 6.480e-05, eta: 3:35:17, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4040, decode.acc_seg: 84.4957, loss: 0.4040
2022-08-16 00:00:08,274 - mmseg - INFO - Iter [15500/40000] lr: 6.469e-05, eta: 3:34:46, time: 0.464, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4032, decode.acc_seg: 84.4855, loss: 0.4032
2022-08-16 00:00:31,494 - mmseg - INFO - Iter [15550/40000] lr: 6.457e-05, eta: 3:34:15, time: 0.465, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4070, decode.acc_seg: 84.4424, loss: 0.4070
2022-08-16 00:00:54,519 - mmseg - INFO - Iter [15600/40000] lr: 6.445e-05, eta: 3:33:44, time: 0.460, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4212, decode.acc_seg: 84.1709, loss: 0.4212
2022-08-16 00:01:17,812 - mmseg - INFO - Iter [15650/40000] lr: 6.434e-05, eta: 3:33:13, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4064, decode.acc_seg: 84.3098, loss: 0.4064
2022-08-16 00:01:40,935 - mmseg - INFO - Iter [15700/40000] lr: 6.422e-05, eta: 3:32:41, time: 0.462, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4136, decode.acc_seg: 84.3003, loss: 0.4136
2022-08-16 00:02:04,127 - mmseg - INFO - Iter [15750/40000] lr: 6.410e-05, eta: 3:32:11, time: 0.464, data_time: 0.009, memory: 26281, decode.loss_ce: 0.4003, decode.acc_seg: 84.6544, loss: 0.4003
2022-08-16 00:02:30,217 - mmseg - INFO - Iter [15800/40000] lr: 6.398e-05, eta: 3:31:44, time: 0.522, data_time: 0.061, memory: 26281, decode.loss_ce: 0.3895, decode.acc_seg: 84.9575, loss: 0.3895
2022-08-16 00:02:53,059 - mmseg - INFO - Iter [15850/40000] lr: 6.387e-05, eta: 3:31:13, time: 0.457, data_time: 0.009, memory: 26281, decode.loss_ce: 0.3687, decode.acc_seg: 85.5813, loss: 0.3687
2022-08-16 00:03:16,421 - mmseg - INFO - Iter [15900/40000] lr: 6.375e-05, eta: 3:30:42, time: 0.467, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4005, decode.acc_seg: 84.5855, loss: 0.4005
2022-08-16 00:03:39,693 - mmseg - INFO - Iter [15950/40000] lr: 6.363e-05, eta: 3:30:11, time: 0.466, data_time: 0.008, memory: 26281, decode.loss_ce: 0.4008, decode.acc_seg: 84.8087, loss: 0.4008
2022-08-16 00:04:02,960 - mmseg - INFO - Saving checkpoint at 16000 iterations
2022-08-16 00:04:05,331 - mmseg - INFO - Exp name: fpn_512_nextvit_large_80k.py
2022-08-16 00:04:05,332 - mmseg - INFO - Iter [16000/40000] lr: 6.352e-05, eta: 3:29:44, time: 0.513, data_time: 0.008, memory: 26281, decode.loss_ce: 0.3906, decode.acc_seg: 85.0888, loss: 0.3906
2022-08-16 00:04:31,154 - mmseg - INFO - per class results:
2022-08-16 00:04:31,161 - mmseg - INFO -
+---------------------+-------+-------+
| Class | IoU | Acc |
+---------------------+-------+-------+
| wall | 76.11 | 87.29 |
| building | 80.33 | 90.4 |
| sky | 94.23 | 97.68 |
| floor | 81.84 | 89.86 |
| tree | 73.24 | 87.45 |
| ceiling | 82.05 | 88.68 |
| road | 82.66 | 90.58 |
| bed | 87.15 | 95.34 |
| windowpane | 59.4 | 78.29 |
| grass | 68.46 | 84.09 |
| cabinet | 57.74 | 71.85 |
| sidewalk | 63.98 | 77.07 |
| person | 79.3 | 91.46 |
| earth | 34.33 | 49.86 |
| door | 45.33 | 63.61 |
| table | 56.0 | 74.87 |
| mountain | 59.21 | 75.81 |
| plant | 46.89 | 54.51 |
| curtain | 70.5 | 84.0 |
| chair | 53.37 | 66.22 |
| car | 83.86 | 92.9 |
| water | 50.6 | 64.4 |
| painting | 71.82 | 85.93 |
| sofa | 64.58 | 82.0 |
| shelf | 41.63 | 57.81 |
| house | 37.86 | 58.54 |
| sea | 60.3 | 80.57 |
| mirror | 62.11 | 76.51 |
| rug | 64.49 | 78.31 |
| field | 26.91 | 39.48 |
| armchair | 41.23 | 59.73 |
| seat | 64.99 | 81.13 |
| fence | 40.55 | 63.32 |
| desk | 46.8 | 60.89 |
| rock | 45.72 | 60.56 |
| wardrobe | 47.31 | 63.17 |
| lamp | 57.38 | 68.63 |
| bathtub | 76.4 | 85.16 |
| railing | 35.64 | 49.93 |
| cushion | 49.81 | 59.65 |
| base | 26.32 | 36.48 |
| box | 22.89 | 28.24 |
| column | 41.23 | 48.66 |
| signboard | 33.43 | 41.21 |
| chest of drawers | 34.6 | 47.8 |
| counter | 28.35 | 34.55 |
| sand | 37.15 | 51.98 |
| sink | 65.93 | 79.81 |
| skyscraper | 50.57 | 72.36 |
| fireplace | 70.38 | 86.91 |
| refrigerator | 69.13 | 85.14 |
| grandstand | 42.73 | 70.23 |
| path | 16.63 | 24.5 |
| stairs | 26.08 | 31.17 |
| runway | 73.09 | 92.44 |
| case | 50.87 | 77.14 |
| pool table | 91.32 | 96.58 |
| pillow | 52.49 | 63.85 |
| screen door | 56.41 | 61.69 |
| stairway | 27.97 | 39.7 |
| river | 8.43 | 16.33 |
| bridge | 57.99 | 87.7 |
| bookcase | 32.75 | 43.93 |
| blind | 42.81 | 48.94 |
| coffee table | 48.25 | 82.98 |
| toilet | 81.55 | 88.27 |
| flower | 38.21 | 56.58 |
| book | 46.18 | 65.52 |
| hill | 5.76 | 13.38 |
| bench | 41.21 | 54.3 |
| countertop | 51.66 | 70.69 |
| stove | 67.02 | 76.93 |
| palm | 50.14 | 77.37 |
| kitchen island | 36.06 | 59.69 |
| computer | 68.5 | 80.45 |
| swivel chair | 42.91 | 71.21 |
| boat | 65.7 | 80.02 |
| bar | 36.98 | 49.1 |
| arcade machine | 67.84 | 85.0 |
| hovel | 47.26 | 52.7 |
| bus | 86.31 | 93.31 |
| towel | 60.99 | 75.69 |
| light | 42.02 | 45.46 |
| truck | 23.94 | 35.44 |
| tower | 25.98 | 43.43 |
| chandelier | 61.99 | 82.68 |
| awning | 25.55 | 40.53 |
| streetlight | 21.05 | 28.11 |
| booth | 40.05 | 61.6 |
| television receiver | 67.13 | 86.59 |
| airplane | 59.13 | 68.35 |
| dirt track | 12.84 | 24.61 |
| apparel | 31.91 | 50.92 |
| pole | 13.08 | 15.46 |
| land | 1.8 | 2.53 |
| bannister | 10.44 | 15.45 |
| escalator | 34.46 | 46.74 |
| ottoman | 41.14 | 62.23 |
| bottle | 33.77 | 50.33 |
| buffet | 50.26 | 59.11 |
| poster | 12.65 | 13.81 |
| stage | 15.64 | 22.28 |
| van | 38.98 | 45.87 |
| ship | 50.44 | 61.91 |
| fountain | 31.3 | 35.61 |
| conveyer belt | 61.68 | 69.01 |
| canopy | 12.46 | 21.19 |
| washer | 69.31 | 71.09 |
| plaything | 24.57 | 29.73 |
| swimming pool | 70.14 | 86.85 |
| stool | 36.34 | 48.44 |
| barrel | 44.09 | 64.98 |
| basket | 29.01 | 49.31 |
| waterfall | 70.62 | 94.27 |
| tent | 87.76 | 98.05 |
| bag | 13.48 | 14.78 |
| minibike | 67.13 | 80.47 |
| cradle | 79.46 | 93.69 |
| oven | 39.97 | 53.55 |
| ball | 34.66 | 65.18 |
| food | 60.71 | 73.16 |
| step | 7.31 | 8.1 |
| tank | 57.49 | 63.69 |
| trade name | 21.72 | 24.04 |
| microwave | 77.06 | 90.3 |
| pot | 29.88 | 34.25 |
| animal | 66.15 | 69.48 |
| bicycle | 53.62 | 73.03 |
| lake | 41.0 | 77.79 |
| dishwasher | 48.27 | 71.54 |
| screen | 61.99 | 90.16 |
| blanket | 12.62 | 16.68 |
| sculpture | 62.94 | 76.21 |
| hood | 55.41 | 70.16 |
| sconce | 30.23 | 37.15 |
| vase | 32.92 | 44.12 |
| traffic light | 26.92 | 39.76 |
| tray | 2.73 | 3.85 |
| ashcan | 39.79 | 53.73 |
| fan | 56.33 | 70.64 |
| pier | 31.62 | 44.71 |
| crt screen | 0.28 | 0.65 |
| plate | 49.02 | 71.53 |
| monitor | 8.67 | 10.39 |
| bulletin board | 39.12 | 41.76 |
| shower | 0.0 | 0.0 |
| radiator | 61.64 | 71.93 |
| glass | 12.51 | 13.89 |
| clock | 32.93 | 38.63 |
| flag | 42.98 | 46.56 |
+---------------------+-------+-------+
2022-08-16 00:04:31,162 - mmseg - INFO - Summary:
2022-08-16 00:04:31,162 - mmseg - INFO -
+-------+------+-------+
| aAcc | mIoU | mAcc |