[2021-06-15 00:57:26,959][root][INFO] - Device: cuda
[2021-06-15 00:57:27,937][root][INFO] - Train set: 19466, Val set: 5436
[2021-06-15 00:57:44,182][root][INFO] - Epoch 1, Itrs 10/30000, Loss=2.850482
[2021-06-15 00:57:46,759][root][INFO] - Epoch 1, Itrs 20/30000, Loss=1.985099
[2021-06-15 00:57:49,422][root][INFO] - Epoch 1, Itrs 30/30000, Loss=1.632351
[2021-06-15 00:57:52,023][root][INFO] - Epoch 1, Itrs 40/30000, Loss=1.298246
[2021-06-15 00:57:54,595][root][INFO] - Epoch 1, Itrs 50/30000, Loss=1.168687
[2021-06-15 00:57:57,355][root][INFO] - Epoch 1, Itrs 60/30000, Loss=1.218734
[2021-06-15 00:58:00,040][root][INFO] - Epoch 1, Itrs 70/30000, Loss=1.069744
[2021-06-15 00:58:02,689][root][INFO] - Epoch 1, Itrs 80/30000, Loss=1.002474
[2021-06-15 00:58:05,354][root][INFO] - Epoch 1, Itrs 90/30000, Loss=1.005429
[2021-06-15 00:58:08,011][root][INFO] - Epoch 1, Itrs 100/30000, Loss=0.968973
[2021-06-15 00:58:10,741][root][INFO] - Epoch 1, Itrs 110/30000, Loss=0.871031
[2021-06-15 00:58:13,333][root][INFO] - Epoch 1, Itrs 120/30000, Loss=0.884005
[2021-06-15 00:58:15,992][root][INFO] - Epoch 1, Itrs 130/30000, Loss=0.850166
[2021-06-15 00:58:18,621][root][INFO] - Epoch 1, Itrs 140/30000, Loss=0.826801
[2021-06-15 00:58:21,404][root][INFO] - Epoch 1, Itrs 150/30000, Loss=0.793796
[2021-06-15 00:58:24,112][root][INFO] - Epoch 1, Itrs 160/30000, Loss=0.802986
[2021-06-15 00:58:26,666][root][INFO] - Epoch 1, Itrs 170/30000, Loss=0.803055
[2021-06-15 00:58:29,356][root][INFO] - Epoch 1, Itrs 180/30000, Loss=0.853600
[2021-06-15 00:58:31,988][root][INFO] - Epoch 1, Itrs 190/30000, Loss=0.818136
[2021-06-15 00:58:34,590][root][INFO] - Epoch 1, Itrs 200/30000, Loss=0.767178
[2021-06-15 00:58:37,399][root][INFO] - Epoch 1, Itrs 210/30000, Loss=0.778327
[2021-06-15 00:58:39,986][root][INFO] - Epoch 1, Itrs 220/30000, Loss=0.694089
[2021-06-15 00:58:42,718][root][INFO] - Epoch 1, Itrs 230/30000, Loss=0.765949
[2021-06-15 00:58:45,384][root][INFO] - Epoch 1, Itrs 240/30000, Loss=0.808944
[2021-06-15 00:58:48,024][root][INFO] - Epoch 1, Itrs 250/30000, Loss=0.810616
[2021-06-15 00:58:50,638][root][INFO] - Epoch 1, Itrs 260/30000, Loss=0.732378
[2021-06-15 00:58:53,258][root][INFO] - Epoch 1, Itrs 270/30000, Loss=0.671618
[2021-06-15 00:58:56,089][root][INFO] - Epoch 1, Itrs 280/30000, Loss=0.801341
[2021-06-15 00:58:58,762][root][INFO] - Epoch 1, Itrs 290/30000, Loss=0.690777
[2021-06-15 00:59:01,341][root][INFO] - Epoch 1, Itrs 300/30000, Loss=0.716054
[2021-06-15 00:59:04,002][root][INFO] - Epoch 1, Itrs 310/30000, Loss=0.691957
[2021-06-15 00:59:06,679][root][INFO] - Epoch 1, Itrs 320/30000, Loss=0.688736
[2021-06-15 00:59:09,229][root][INFO] - Epoch 1, Itrs 330/30000, Loss=0.713297
[2021-06-15 00:59:11,837][root][INFO] - Epoch 1, Itrs 340/30000, Loss=0.688385
[2021-06-15 00:59:14,507][root][INFO] - Epoch 1, Itrs 350/30000, Loss=0.690797
[2021-06-15 00:59:17,089][root][INFO] - Epoch 1, Itrs 360/30000, Loss=0.697237
[2021-06-15 00:59:19,742][root][INFO] - Epoch 1, Itrs 370/30000, Loss=0.681974
[2021-06-15 00:59:22,534][root][INFO] - Epoch 1, Itrs 380/30000, Loss=0.709275
[2021-06-15 00:59:25,126][root][INFO] - Epoch 1, Itrs 390/30000, Loss=0.698695
[2021-06-15 00:59:27,832][root][INFO] - Epoch 1, Itrs 400/30000, Loss=0.698913
[2021-06-15 00:59:30,491][root][INFO] - Epoch 1, Itrs 410/30000, Loss=0.677455
[2021-06-15 00:59:33,093][root][INFO] - Epoch 1, Itrs 420/30000, Loss=0.735902
[2021-06-15 00:59:35,888][root][INFO] - Epoch 1, Itrs 430/30000, Loss=0.725808
[2021-06-15 00:59:38,623][root][INFO] - Epoch 1, Itrs 440/30000, Loss=0.587157
[2021-06-15 00:59:41,307][root][INFO] - Epoch 1, Itrs 450/30000, Loss=0.632046
[2021-06-15 00:59:43,952][root][INFO] - Epoch 1, Itrs 460/30000, Loss=0.630215
[2021-06-15 00:59:46,536][root][INFO] - Epoch 1, Itrs 470/30000, Loss=0.725551
[2021-06-15 00:59:49,217][root][INFO] - Epoch 1, Itrs 480/30000, Loss=0.728405
[2021-06-15 00:59:51,813][root][INFO] - Epoch 1, Itrs 490/30000, Loss=0.736632
[2021-06-15 00:59:54,514][root][INFO] - Epoch 1, Itrs 500/30000, Loss=0.637564
[2021-06-15 00:59:57,208][root][INFO] - Epoch 1, Itrs 510/30000, Loss=0.629539
[2021-06-15 00:59:59,871][root][INFO] - Epoch 1, Itrs 520/30000, Loss=0.664987
[2021-06-15 01:00:02,450][root][INFO] - Epoch 1, Itrs 530/30000, Loss=0.658009
[2021-06-15 01:00:05,075][root][INFO] - Epoch 1, Itrs 540/30000, Loss=0.618211
[2021-06-15 01:00:07,810][root][INFO] - Epoch 1, Itrs 550/30000, Loss=0.665126
[2021-06-15 01:00:10,382][root][INFO] - Epoch 1, Itrs 560/30000, Loss=0.621684
[2021-06-15 01:00:13,058][root][INFO] - Epoch 1, Itrs 570/30000, Loss=0.578975
[2021-06-15 01:00:15,804][root][INFO] - Epoch 1, Itrs 580/30000, Loss=0.601926
[2021-06-15 01:00:18,500][root][INFO] - Epoch 1, Itrs 590/30000, Loss=0.654529
[2021-06-15 01:00:21,209][root][INFO] - Epoch 1, Itrs 600/30000, Loss=0.594002
[2021-06-15 01:00:23,832][root][INFO] - Epoch 1, Itrs 610/30000, Loss=0.595574
[2021-06-15 01:00:26,452][root][INFO] - Epoch 1, Itrs 620/30000, Loss=0.638858
[2021-06-15 01:00:29,117][root][INFO] - Epoch 1, Itrs 630/30000, Loss=0.674997
[2021-06-15 01:00:31,718][root][INFO] - Epoch 1, Itrs 640/30000, Loss=0.588470
[2021-06-15 01:00:34,394][root][INFO] - Epoch 1, Itrs 650/30000, Loss=0.605689
[2021-06-15 01:00:37,084][root][INFO] - Epoch 1, Itrs 660/30000, Loss=0.604623
[2021-06-15 01:00:39,678][root][INFO] - Epoch 1, Itrs 670/30000, Loss=0.557591
[2021-06-15 01:00:42,318][root][INFO] - Epoch 1, Itrs 680/30000, Loss=0.576021
[2021-06-15 01:00:44,948][root][INFO] - Epoch 1, Itrs 690/30000, Loss=0.634968
[2021-06-15 01:00:47,633][root][INFO] - Epoch 1, Itrs 700/30000, Loss=0.603824
[2021-06-15 01:00:50,390][root][INFO] - Epoch 1, Itrs 710/30000, Loss=0.604587
[2021-06-15 01:00:53,081][root][INFO] - Epoch 1, Itrs 720/30000, Loss=0.611067
[2021-06-15 01:00:55,706][root][INFO] - Epoch 1, Itrs 730/30000, Loss=0.669343
[2021-06-15 01:00:58,199][root][INFO] - Epoch 1, Itrs 740/30000, Loss=0.578155
[2021-06-15 01:01:00,961][root][INFO] - Epoch 1, Itrs 750/30000, Loss=0.647567
[2021-06-15 01:01:03,607][root][INFO] - Epoch 1, Itrs 760/30000, Loss=0.661905
[2021-06-15 01:01:06,227][root][INFO] - Epoch 1, Itrs 770/30000, Loss=0.609313
[2021-06-15 01:01:08,930][root][INFO] - Epoch 1, Itrs 780/30000, Loss=0.557957
[2021-06-15 01:01:11,648][root][INFO] - Epoch 1, Itrs 790/30000, Loss=0.657193
[2021-06-15 01:01:14,156][root][INFO] - Epoch 1, Itrs 800/30000, Loss=0.520451
[2021-06-15 01:01:16,867][root][INFO] - Epoch 1, Itrs 810/30000, Loss=0.608553
[2021-06-15 01:01:19,536][root][INFO] - Epoch 1, Itrs 820/30000, Loss=0.564215
[2021-06-15 01:01:22,156][root][INFO] - Epoch 1, Itrs 830/30000, Loss=0.562463
[2021-06-15 01:01:24,892][root][INFO] - Epoch 1, Itrs 840/30000, Loss=0.572987
[2021-06-15 01:01:27,567][root][INFO] - Epoch 1, Itrs 850/30000, Loss=0.559214
[2021-06-15 01:01:30,164][root][INFO] - Epoch 1, Itrs 860/30000, Loss=0.601278
[2021-06-15 01:01:32,805][root][INFO] - Epoch 1, Itrs 870/30000, Loss=0.559922
[2021-06-15 01:01:35,436][root][INFO] - Epoch 1, Itrs 880/30000, Loss=0.584758
[2021-06-15 01:01:37,984][root][INFO] - Epoch 1, Itrs 890/30000, Loss=0.577819
[2021-06-15 01:01:40,662][root][INFO] - Epoch 1, Itrs 900/30000, Loss=0.550375
[2021-06-15 01:01:43,358][root][INFO] - Epoch 1, Itrs 910/30000, Loss=0.556771
[2021-06-15 01:01:46,044][root][INFO] - Epoch 1, Itrs 920/30000, Loss=0.579620
[2021-06-15 01:01:48,562][root][INFO] - Epoch 1, Itrs 930/30000, Loss=0.597070
[2021-06-15 01:01:51,275][root][INFO] - Epoch 1, Itrs 940/30000, Loss=0.693990
[2021-06-15 01:01:53,881][root][INFO] - Epoch 1, Itrs 950/30000, Loss=0.591654
[2021-06-15 01:01:56,508][root][INFO] - Epoch 1, Itrs 960/30000, Loss=0.595416
[2021-06-15 01:01:59,247][root][INFO] - Epoch 1, Itrs 970/30000, Loss=0.582292
[2021-06-15 01:02:01,862][root][INFO] - Epoch 1, Itrs 980/30000, Loss=0.598759
[2021-06-15 01:02:04,523][root][INFO] - Epoch 1, Itrs 990/30000, Loss=0.609490
[2021-06-15 01:02:07,196][root][INFO] - Epoch 1, Itrs 1000/30000, Loss=0.560562
[2021-06-15 01:02:09,753][root][INFO] - Epoch 1, Itrs 1010/30000, Loss=0.563667
[2021-06-15 01:02:12,386][root][INFO] - Epoch 1, Itrs 1020/30000, Loss=0.589014
[2021-06-15 01:02:15,045][root][INFO] - Epoch 1, Itrs 1030/30000, Loss=0.583615
[2021-06-15 01:02:17,641][root][INFO] - Epoch 1, Itrs 1040/30000, Loss=0.576096
[2021-06-15 01:02:20,261][root][INFO] - Epoch 1, Itrs 1050/30000, Loss=0.586907
[2021-06-15 01:02:22,856][root][INFO] - Epoch 1, Itrs 1060/30000, Loss=0.586173
[2021-06-15 01:02:25,452][root][INFO] - Epoch 1, Itrs 1070/30000, Loss=0.542660
[2021-06-15 01:02:28,136][root][INFO] - Epoch 1, Itrs 1080/30000, Loss=0.561009
[2021-06-15 01:02:30,772][root][INFO] - Epoch 1, Itrs 1090/30000, Loss=0.543379
[2021-06-15 01:02:33,455][root][INFO] - Epoch 1, Itrs 1100/30000, Loss=0.585307
[2021-06-15 01:02:35,940][root][INFO] - Epoch 1, Itrs 1110/30000, Loss=0.588372
[2021-06-15 01:02:38,675][root][INFO] - Epoch 1, Itrs 1120/30000, Loss=0.557094
[2021-06-15 01:02:41,402][root][INFO] - Epoch 1, Itrs 1130/30000, Loss=0.536276
[2021-06-15 01:02:44,155][root][INFO] - Epoch 1, Itrs 1140/30000, Loss=0.602994
[2021-06-15 01:02:46,732][root][INFO] - Epoch 1, Itrs 1150/30000, Loss=0.515574
[2021-06-15 01:02:49,306][root][INFO] - Epoch 1, Itrs 1160/30000, Loss=0.643959
[2021-06-15 01:02:52,055][root][INFO] - Epoch 1, Itrs 1170/30000, Loss=0.531593
[2021-06-15 01:02:54,690][root][INFO] - Epoch 1, Itrs 1180/30000, Loss=0.512637
[2021-06-15 01:02:57,320][root][INFO] - Epoch 1, Itrs 1190/30000, Loss=0.555377
[2021-06-15 01:02:59,983][root][INFO] - Epoch 1, Itrs 1200/30000, Loss=0.539407
[2021-06-15 01:03:02,418][root][INFO] - Epoch 1, Itrs 1210/30000, Loss=0.569593
[2021-06-15 01:03:07,307][root][INFO] - Epoch 2, Itrs 1220/30000, Loss=0.562653
[2021-06-15 01:03:10,678][root][INFO] - Epoch 2, Itrs 1230/30000, Loss=0.520628
[2021-06-15 01:03:13,437][root][INFO] - Epoch 2, Itrs 1240/30000, Loss=0.516767
[2021-06-15 01:03:16,055][root][INFO] - Epoch 2, Itrs 1250/30000, Loss=0.485562
[2021-06-15 01:03:18,814][root][INFO] - Epoch 2, Itrs 1260/30000, Loss=0.447891
[2021-06-15 01:03:21,478][root][INFO] - Epoch 2, Itrs 1270/30000, Loss=0.479535
[2021-06-15 01:03:24,178][root][INFO] - Epoch 2, Itrs 1280/30000, Loss=0.465566
[2021-06-15 01:03:26,873][root][INFO] - Epoch 2, Itrs 1290/30000, Loss=0.489034
[2021-06-15 01:03:29,511][root][INFO] - Epoch 2, Itrs 1300/30000, Loss=0.529140
[2021-06-15 01:03:32,121][root][INFO] - Epoch 2, Itrs 1310/30000, Loss=0.490591
[2021-06-15 01:03:34,858][root][INFO] - Epoch 2, Itrs 1320/30000, Loss=0.449652
[2021-06-15 01:03:37,356][root][INFO] - Epoch 2, Itrs 1330/30000, Loss=0.459300
[2021-06-15 01:03:40,122][root][INFO] - Epoch 2, Itrs 1340/30000, Loss=0.455679
[2021-06-15 01:03:42,768][root][INFO] - Epoch 2, Itrs 1350/30000, Loss=0.478640
[2021-06-15 01:03:45,422][root][INFO] - Epoch 2, Itrs 1360/30000, Loss=0.520551
[2021-06-15 01:03:48,112][root][INFO] - Epoch 2, Itrs 1370/30000, Loss=0.517240
[2021-06-15 01:03:50,829][root][INFO] - Epoch 2, Itrs 1380/30000, Loss=0.513487
[2021-06-15 01:03:53,448][root][INFO] - Epoch 2, Itrs 1390/30000, Loss=0.505000
[2021-06-15 01:03:56,156][root][INFO] - Epoch 2, Itrs 1400/30000, Loss=0.499099
[2021-06-15 01:03:58,742][root][INFO] - Epoch 2, Itrs 1410/30000, Loss=0.467862
[2021-06-15 01:04:01,444][root][INFO] - Epoch 2, Itrs 1420/30000, Loss=0.441290
[2021-06-15 01:04:04,095][root][INFO] - Epoch 2, Itrs 1430/30000, Loss=0.541125
[2021-06-15 01:04:06,580][root][INFO] - Epoch 2, Itrs 1440/30000, Loss=0.477893
[2021-06-15 01:04:09,197][root][INFO] - Epoch 2, Itrs 1450/30000, Loss=0.469947
[2021-06-15 01:04:11,833][root][INFO] - Epoch 2, Itrs 1460/30000, Loss=0.523068
[2021-06-15 01:04:14,498][root][INFO] - Epoch 2, Itrs 1470/30000, Loss=0.450792
[2021-06-15 01:04:17,216][root][INFO] - Epoch 2, Itrs 1480/30000, Loss=0.515410
[2021-06-15 01:04:19,870][root][INFO] - Epoch 2, Itrs 1490/30000, Loss=0.455527
[2021-06-15 01:04:22,594][root][INFO] - Epoch 2, Itrs 1500/30000, Loss=0.525803
[2021-06-15 01:04:25,214][root][INFO] - Epoch 2, Itrs 1510/30000, Loss=0.525158
[2021-06-15 01:04:27,973][root][INFO] - Epoch 2, Itrs 1520/30000, Loss=0.491495
[2021-06-15 01:04:30,531][root][INFO] - Epoch 2, Itrs 1530/30000, Loss=0.493626
[2021-06-15 01:04:33,185][root][INFO] - Epoch 2, Itrs 1540/30000, Loss=0.553394
[2021-06-15 01:04:35,919][root][INFO] - Epoch 2, Itrs 1550/30000, Loss=0.459806
[2021-06-15 01:04:38,561][root][INFO] - Epoch 2, Itrs 1560/30000, Loss=0.507479
[2021-06-15 01:04:41,355][root][INFO] - Epoch 2, Itrs 1570/30000, Loss=0.487746
[2021-06-15 01:04:43,971][root][INFO] - Epoch 2, Itrs 1580/30000, Loss=0.487201
[2021-06-15 01:04:46,581][root][INFO] - Epoch 2, Itrs 1590/30000, Loss=0.430574
[2021-06-15 01:04:49,174][root][INFO] - Epoch 2, Itrs 1600/30000, Loss=0.469202
[2021-06-15 01:04:51,849][root][INFO] - Epoch 2, Itrs 1610/30000, Loss=0.480937
[2021-06-15 01:04:54,525][root][INFO] - Epoch 2, Itrs 1620/30000, Loss=0.474794
[2021-06-15 01:04:57,161][root][INFO] - Epoch 2, Itrs 1630/30000, Loss=0.531290
[2021-06-15 01:04:59,836][root][INFO] - Epoch 2, Itrs 1640/30000, Loss=0.427441
[2021-06-15 01:05:02,536][root][INFO] - Epoch 2, Itrs 1650/30000, Loss=0.507853
[2021-06-15 01:05:05,149][root][INFO] - Epoch 2, Itrs 1660/30000, Loss=0.497638
[2021-06-15 01:05:07,836][root][INFO] - Epoch 2, Itrs 1670/30000, Loss=0.523806
[2021-06-15 01:05:10,426][root][INFO] - Epoch 2, Itrs 1680/30000, Loss=0.492590
[2021-06-15 01:05:13,070][root][INFO] - Epoch 2, Itrs 1690/30000, Loss=0.475207
[2021-06-15 01:05:15,735][root][INFO] - Epoch 2, Itrs 1700/30000, Loss=0.513552
[2021-06-15 01:05:18,396][root][INFO] - Epoch 2, Itrs 1710/30000, Loss=0.543100
[2021-06-15 01:05:21,066][root][INFO] - Epoch 2, Itrs 1720/30000, Loss=0.467317
[2021-06-15 01:05:23,721][root][INFO] - Epoch 2, Itrs 1730/30000, Loss=0.416669
[2021-06-15 01:05:26,382][root][INFO] - Epoch 2, Itrs 1740/30000, Loss=0.540206
[2021-06-15 01:05:29,031][root][INFO] - Epoch 2, Itrs 1750/30000, Loss=0.489468
[2021-06-15 01:05:31,640][root][INFO] - Epoch 2, Itrs 1760/30000, Loss=0.480595
[2021-06-15 01:05:34,413][root][INFO] - Epoch 2, Itrs 1770/30000, Loss=0.497255
[2021-06-15 01:05:37,096][root][INFO] - Epoch 2, Itrs 1780/30000, Loss=0.474226
[2021-06-15 01:05:39,714][root][INFO] - Epoch 2, Itrs 1790/30000, Loss=0.424537
[2021-06-15 01:05:42,454][root][INFO] - Epoch 2, Itrs 1800/30000, Loss=0.476497
[2021-06-15 01:05:45,094][root][INFO] - Epoch 2, Itrs 1810/30000, Loss=0.498293
[2021-06-15 01:05:47,703][root][INFO] - Epoch 2, Itrs 1820/30000, Loss=0.413529
[2021-06-15 01:05:50,321][root][INFO] - Epoch 2, Itrs 1830/30000, Loss=0.466983
[2021-06-15 01:05:52,963][root][INFO] - Epoch 2, Itrs 1840/30000, Loss=0.472074
[2021-06-15 01:05:55,682][root][INFO] - Epoch 2, Itrs 1850/30000, Loss=0.457719
[2021-06-15 01:05:58,239][root][INFO] - Epoch 2, Itrs 1860/30000, Loss=0.505381
[2021-06-15 01:06:00,989][root][INFO] - Epoch 2, Itrs 1870/30000, Loss=0.449107
[2021-06-15 01:06:03,540][root][INFO] - Epoch 2, Itrs 1880/30000, Loss=0.436036
[2021-06-15 01:06:06,247][root][INFO] - Epoch 2, Itrs 1890/30000, Loss=0.426343
[2021-06-15 01:06:08,896][root][INFO] - Epoch 2, Itrs 1900/30000, Loss=0.462318
[2021-06-15 01:06:11,518][root][INFO] - Epoch 2, Itrs 1910/30000, Loss=0.450432
[2021-06-15 01:06:14,200][root][INFO] - Epoch 2, Itrs 1920/30000, Loss=0.417391
[2021-06-15 01:06:16,819][root][INFO] - Epoch 2, Itrs 1930/30000, Loss=0.426922
[2021-06-15 01:06:19,454][root][INFO] - Epoch 2, Itrs 1940/30000, Loss=0.466533
[2021-06-15 01:06:22,193][root][INFO] - Epoch 2, Itrs 1950/30000, Loss=0.439817
[2021-06-15 01:06:24,809][root][INFO] - Epoch 2, Itrs 1960/30000, Loss=0.447469
[2021-06-15 01:06:27,510][root][INFO] - Epoch 2, Itrs 1970/30000, Loss=0.467969
[2021-06-15 01:06:30,173][root][INFO] - Epoch 2, Itrs 1980/30000, Loss=0.488695
[2021-06-15 01:06:32,802][root][INFO] - Epoch 2, Itrs 1990/30000, Loss=0.506464
[2021-06-15 01:06:35,446][root][INFO] - Epoch 2, Itrs 2000/30000, Loss=0.486491
[2021-06-15 01:06:38,135][root][INFO] - Epoch 2, Itrs 2010/30000, Loss=0.488859
[2021-06-15 01:06:40,756][root][INFO] - Epoch 2, Itrs 2020/30000, Loss=0.456731
[2021-06-15 01:06:43,395][root][INFO] - Epoch 2, Itrs 2030/30000, Loss=0.477012
[2021-06-15 01:06:46,012][root][INFO] - Epoch 2, Itrs 2040/30000, Loss=0.412872
[2021-06-15 01:06:48,780][root][INFO] - Epoch 2, Itrs 2050/30000, Loss=0.481753
[2021-06-15 01:06:51,308][root][INFO] - Epoch 2, Itrs 2060/30000, Loss=0.478281
[2021-06-15 01:06:53,951][root][INFO] - Epoch 2, Itrs 2070/30000, Loss=0.430419
[2021-06-15 01:06:56,705][root][INFO] - Epoch 2, Itrs 2080/30000, Loss=0.433787
[2021-06-15 01:06:59,310][root][INFO] - Epoch 2, Itrs 2090/30000, Loss=0.426741
[2021-06-15 01:07:01,920][root][INFO] - Epoch 2, Itrs 2100/30000, Loss=0.414796
[2021-06-15 01:07:04,738][root][INFO] - Epoch 2, Itrs 2110/30000, Loss=0.482810
[2021-06-15 01:07:07,459][root][INFO] - Epoch 2, Itrs 2120/30000, Loss=0.461565
[2021-06-15 01:07:10,001][root][INFO] - Epoch 2, Itrs 2130/30000, Loss=0.458793
[2021-06-15 01:07:12,618][root][INFO] - Epoch 2, Itrs 2140/30000, Loss=0.427050
[2021-06-15 01:07:15,355][root][INFO] - Epoch 2, Itrs 2150/30000, Loss=0.471072
[2021-06-15 01:07:18,018][root][INFO] - Epoch 2, Itrs 2160/30000, Loss=0.534303
[2021-06-15 01:07:20,704][root][INFO] - Epoch 2, Itrs 2170/30000, Loss=0.439527
[2021-06-15 01:07:23,348][root][INFO] - Epoch 2, Itrs 2180/30000, Loss=0.431787
[2021-06-15 01:07:25,996][root][INFO] - Epoch 2, Itrs 2190/30000, Loss=0.529893
[2021-06-15 01:07:28,610][root][INFO] - Epoch 2, Itrs 2200/30000, Loss=0.479528
[2021-06-15 01:07:31,348][root][INFO] - Epoch 2, Itrs 2210/30000, Loss=0.452530
[2021-06-15 01:07:34,024][root][INFO] - Epoch 2, Itrs 2220/30000, Loss=0.439803
[2021-06-15 01:07:36,673][root][INFO] - Epoch 2, Itrs 2230/30000, Loss=0.468428
[2021-06-15 01:07:39,330][root][INFO] - Epoch 2, Itrs 2240/30000, Loss=0.473887
[2021-06-15 01:07:41,998][root][INFO] - Epoch 2, Itrs 2250/30000, Loss=0.449306
[2021-06-15 01:07:44,649][root][INFO] - Epoch 2, Itrs 2260/30000, Loss=0.428623
[2021-06-15 01:07:47,352][root][INFO] - Epoch 2, Itrs 2270/30000, Loss=0.505688
[2021-06-15 01:07:49,994][root][INFO] - Epoch 2, Itrs 2280/30000, Loss=0.434607
[2021-06-15 01:07:52,614][root][INFO] - Epoch 2, Itrs 2290/30000, Loss=0.478982
[2021-06-15 01:07:55,258][root][INFO] - Epoch 2, Itrs 2300/30000, Loss=0.505001
[2021-06-15 01:07:57,947][root][INFO] - Epoch 2, Itrs 2310/30000, Loss=0.505800
[2021-06-15 01:08:00,599][root][INFO] - Epoch 2, Itrs 2320/30000, Loss=0.429754
[2021-06-15 01:08:03,177][root][INFO] - Epoch 2, Itrs 2330/30000, Loss=0.454744
[2021-06-15 01:08:05,878][root][INFO] - Epoch 2, Itrs 2340/30000, Loss=0.508318
[2021-06-15 01:08:08,545][root][INFO] - Epoch 2, Itrs 2350/30000, Loss=0.423726
[2021-06-15 01:08:11,255][root][INFO] - Epoch 2, Itrs 2360/30000, Loss=0.460890
[2021-06-15 01:08:13,880][root][INFO] - Epoch 2, Itrs 2370/30000, Loss=0.425661
[2021-06-15 01:08:16,456][root][INFO] - Epoch 2, Itrs 2380/30000, Loss=0.421548
[2021-06-15 01:08:19,119][root][INFO] - Epoch 2, Itrs 2390/30000, Loss=0.463359
[2021-06-15 01:08:21,799][root][INFO] - Epoch 2, Itrs 2400/30000, Loss=0.466040
[2021-06-15 01:08:24,439][root][INFO] - Epoch 2, Itrs 2410/30000, Loss=0.442918
[2021-06-15 01:08:27,021][root][INFO] - Epoch 2, Itrs 2420/30000, Loss=0.449448
[2021-06-15 01:08:29,428][root][INFO] - Epoch 2, Itrs 2430/30000, Loss=0.447172
[2021-06-15 01:08:34,313][root][INFO] - Epoch 3, Itrs 2440/30000, Loss=0.416717
[2021-06-15 01:08:37,358][root][INFO] - Epoch 3, Itrs 2450/30000, Loss=0.361981
[2021-06-15 01:08:40,258][root][INFO] - Epoch 3, Itrs 2460/30000, Loss=0.398922
[2021-06-15 01:08:43,142][root][INFO] - Epoch 3, Itrs 2470/30000, Loss=0.453733
[2021-06-15 01:08:45,859][root][INFO] - Epoch 3, Itrs 2480/30000, Loss=0.415255
[2021-06-15 01:08:48,595][root][INFO] - Epoch 3, Itrs 2490/30000, Loss=0.394729
[2021-06-15 01:08:51,319][root][INFO] - Epoch 3, Itrs 2500/30000, Loss=0.415076
[2021-06-15 01:08:54,087][root][INFO] - Epoch 3, Itrs 2510/30000, Loss=0.421909
[2021-06-15 01:08:56,710][root][INFO] - Epoch 3, Itrs 2520/30000, Loss=0.427255
[2021-06-15 01:08:59,448][root][INFO] - Epoch 3, Itrs 2530/30000, Loss=0.380098
[2021-06-15 01:09:01,977][root][INFO] - Epoch 3, Itrs 2540/30000, Loss=0.431741
[2021-06-15 01:09:04,766][root][INFO] - Epoch 3, Itrs 2550/30000, Loss=0.394622
[2021-06-15 01:09:07,504][root][INFO] - Epoch 3, Itrs 2560/30000, Loss=0.430630
[2021-06-15 01:09:10,232][root][INFO] - Epoch 3, Itrs 2570/30000, Loss=0.453420
[2021-06-15 01:09:12,782][root][INFO] - Epoch 3, Itrs 2580/30000, Loss=0.408182
[2021-06-15 01:09:15,527][root][INFO] - Epoch 3, Itrs 2590/30000, Loss=0.370516
[2021-06-15 01:09:18,265][root][INFO] - Epoch 3, Itrs 2600/30000, Loss=0.386642
[2021-06-15 01:09:20,727][root][INFO] - Epoch 3, Itrs 2610/30000, Loss=0.394707
[2021-06-15 01:09:23,501][root][INFO] - Epoch 3, Itrs 2620/30000, Loss=0.425369
[2021-06-15 01:09:26,170][root][INFO] - Epoch 3, Itrs 2630/30000, Loss=0.401260
[2021-06-15 01:09:28,858][root][INFO] - Epoch 3, Itrs 2640/30000, Loss=0.424801
[2021-06-15 01:09:31,490][root][INFO] - Epoch 3, Itrs 2650/30000, Loss=0.422835
[2021-06-15 01:09:34,210][root][INFO] - Epoch 3, Itrs 2660/30000, Loss=0.354707
[2021-06-15 01:09:36,860][root][INFO] - Epoch 3, Itrs 2670/30000, Loss=0.390567
[2021-06-15 01:09:39,584][root][INFO] - Epoch 3, Itrs 2680/30000, Loss=0.416322
[2021-06-15 01:09:42,227][root][INFO] - Epoch 3, Itrs 2690/30000, Loss=0.428955
[2021-06-15 01:09:44,887][root][INFO] - Epoch 3, Itrs 2700/30000, Loss=0.394431
[2021-06-15 01:09:47,608][root][INFO] - Epoch 3, Itrs 2710/30000, Loss=0.370816
[2021-06-15 01:09:50,256][root][INFO] - Epoch 3, Itrs 2720/30000, Loss=0.419809
[2021-06-15 01:09:52,858][root][INFO] - Epoch 3, Itrs 2730/30000, Loss=0.428142
[2021-06-15 01:09:55,540][root][INFO] - Epoch 3, Itrs 2740/30000, Loss=0.414826
[2021-06-15 01:09:58,082][root][INFO] - Epoch 3, Itrs 2750/30000, Loss=0.403346
[2021-06-15 01:10:00,822][root][INFO] - Epoch 3, Itrs 2760/30000, Loss=0.429338
[2021-06-15 01:10:03,475][root][INFO] - Epoch 3, Itrs 2770/30000, Loss=0.387365
[2021-06-15 01:10:06,072][root][INFO] - Epoch 3, Itrs 2780/30000, Loss=0.352952
[2021-06-15 01:10:08,743][root][INFO] - Epoch 3, Itrs 2790/30000, Loss=0.374564
[2021-06-15 01:10:11,433][root][INFO] - Epoch 3, Itrs 2800/30000, Loss=0.410573
[2021-06-15 01:10:13,982][root][INFO] - Epoch 3, Itrs 2810/30000, Loss=0.385979
[2021-06-15 01:10:16,585][root][INFO] - Epoch 3, Itrs 2820/30000, Loss=0.431027
[2021-06-15 01:10:19,328][root][INFO] - Epoch 3, Itrs 2830/30000, Loss=0.396460
[2021-06-15 01:10:21,871][root][INFO] - Epoch 3, Itrs 2840/30000, Loss=0.395913
[2021-06-15 01:10:24,678][root][INFO] - Epoch 3, Itrs 2850/30000, Loss=0.374560
[2021-06-15 01:10:27,320][root][INFO] - Epoch 3, Itrs 2860/30000, Loss=0.446361
[2021-06-15 01:10:29,982][root][INFO] - Epoch 3, Itrs 2870/30000, Loss=0.410046
[2021-06-15 01:10:32,604][root][INFO] - Epoch 3, Itrs 2880/30000, Loss=0.407440
[2021-06-15 01:10:35,338][root][INFO] - Epoch 3, Itrs 2890/30000, Loss=0.402771
[2021-06-15 01:10:38,000][root][INFO] - Epoch 3, Itrs 2900/30000, Loss=0.402945
[2021-06-15 01:10:40,743][root][INFO] - Epoch 3, Itrs 2910/30000, Loss=0.365021
[2021-06-15 01:10:43,389][root][INFO] - Epoch 3, Itrs 2920/30000, Loss=0.449406
[2021-06-15 01:10:46,063][root][INFO] - Epoch 3, Itrs 2930/30000, Loss=0.416800
[2021-06-15 01:10:48,778][root][INFO] - Epoch 3, Itrs 2940/30000, Loss=0.462025
[2021-06-15 01:10:51,392][root][INFO] - Epoch 3, Itrs 2950/30000, Loss=0.379593
[2021-06-15 01:10:54,107][root][INFO] - Epoch 3, Itrs 2960/30000, Loss=0.385307
[2021-06-15 01:10:56,871][root][INFO] - Epoch 3, Itrs 2970/30000, Loss=0.417177
[2021-06-15 01:10:59,606][root][INFO] - Epoch 3, Itrs 2980/30000, Loss=0.396457
[2021-06-15 01:11:02,251][root][INFO] - Epoch 3, Itrs 2990/30000, Loss=0.399567
[2021-06-15 01:11:04,969][root][INFO] - Epoch 3, Itrs 3000/30000, Loss=0.389748
[2021-06-15 01:11:04,971][root][INFO] - validation...
[2021-06-15 01:11:07,172][root][INFO] - 0/340
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[2021-06-15 01:12:15,765][root][INFO] - miou: 0.5894966394866489
[2021-06-15 01:12:16,905][root][INFO] - Model saved as checkpoints/best_miou.pth
[2021-06-15 01:12:19,390][root][INFO] - Epoch 3, Itrs 3010/30000, Loss=0.394402
[2021-06-15 01:12:22,009][root][INFO] - Epoch 3, Itrs 3020/30000, Loss=0.408272
[2021-06-15 01:12:24,674][root][INFO] - Epoch 3, Itrs 3030/30000, Loss=0.413053
[2021-06-15 01:12:27,233][root][INFO] - Epoch 3, Itrs 3040/30000, Loss=0.415582
[2021-06-15 01:12:29,902][root][INFO] - Epoch 3, Itrs 3050/30000, Loss=0.422843
[2021-06-15 01:12:32,491][root][INFO] - Epoch 3, Itrs 3060/30000, Loss=0.403958
[2021-06-15 01:12:35,253][root][INFO] - Epoch 3, Itrs 3070/30000, Loss=0.410738
[2021-06-15 01:12:37,907][root][INFO] - Epoch 3, Itrs 3080/30000, Loss=0.402393
[2021-06-15 01:12:40,522][root][INFO] - Epoch 3, Itrs 3090/30000, Loss=0.400562
[2021-06-15 01:12:43,135][root][INFO] - Epoch 3, Itrs 3100/30000, Loss=0.392970
[2021-06-15 01:12:45,759][root][INFO] - Epoch 3, Itrs 3110/30000, Loss=0.392042
[2021-06-15 01:12:48,499][root][INFO] - Epoch 3, Itrs 3120/30000, Loss=0.403221
[2021-06-15 01:12:51,103][root][INFO] - Epoch 3, Itrs 3130/30000, Loss=0.372348
[2021-06-15 01:12:53,692][root][INFO] - Epoch 3, Itrs 3140/30000, Loss=0.422093
[2021-06-15 01:12:56,383][root][INFO] - Epoch 3, Itrs 3150/30000, Loss=0.367803
[2021-06-15 01:12:59,024][root][INFO] - Epoch 3, Itrs 3160/30000, Loss=0.387758
[2021-06-15 01:13:01,642][root][INFO] - Epoch 3, Itrs 3170/30000, Loss=0.420487
[2021-06-15 01:13:04,366][root][INFO] - Epoch 3, Itrs 3180/30000, Loss=0.435673
[2021-06-15 01:13:06,985][root][INFO] - Epoch 3, Itrs 3190/30000, Loss=0.405182
[2021-06-15 01:13:09,540][root][INFO] - Epoch 3, Itrs 3200/30000, Loss=0.395878
[2021-06-15 01:13:12,333][root][INFO] - Epoch 3, Itrs 3210/30000, Loss=0.413669
[2021-06-15 01:13:14,912][root][INFO] - Epoch 3, Itrs 3220/30000, Loss=0.424045
[2021-06-15 01:13:17,465][root][INFO] - Epoch 3, Itrs 3230/30000, Loss=0.439449
[2021-06-15 01:13:20,198][root][INFO] - Epoch 3, Itrs 3240/30000, Loss=0.355293
[2021-06-15 01:13:22,925][root][INFO] - Epoch 3, Itrs 3250/30000, Loss=0.351039
[2021-06-15 01:13:25,623][root][INFO] - Epoch 3, Itrs 3260/30000, Loss=0.379396
[2021-06-15 01:13:28,271][root][INFO] - Epoch 3, Itrs 3270/30000, Loss=0.379103
[2021-06-15 01:13:30,853][root][INFO] - Epoch 3, Itrs 3280/30000, Loss=0.395280
[2021-06-15 01:13:33,524][root][INFO] - Epoch 3, Itrs 3290/30000, Loss=0.367668
[2021-06-15 01:13:36,163][root][INFO] - Epoch 3, Itrs 3300/30000, Loss=0.351275
[2021-06-15 01:13:38,831][root][INFO] - Epoch 3, Itrs 3310/30000, Loss=0.419683
[2021-06-15 01:13:41,510][root][INFO] - Epoch 3, Itrs 3320/30000, Loss=0.340481
[2021-06-15 01:13:44,152][root][INFO] - Epoch 3, Itrs 3330/30000, Loss=0.370732
[2021-06-15 01:13:46,813][root][INFO] - Epoch 3, Itrs 3340/30000, Loss=0.401843
[2021-06-15 01:13:49,475][root][INFO] - Epoch 3, Itrs 3350/30000, Loss=0.369161
[2021-06-15 01:13:52,087][root][INFO] - Epoch 3, Itrs 3360/30000, Loss=0.401215
[2021-06-15 01:13:54,815][root][INFO] - Epoch 3, Itrs 3370/30000, Loss=0.357616
[2021-06-15 01:13:57,297][root][INFO] - Epoch 3, Itrs 3380/30000, Loss=0.385283
[2021-06-15 01:14:00,118][root][INFO] - Epoch 3, Itrs 3390/30000, Loss=0.364044
[2021-06-15 01:14:02,737][root][INFO] - Epoch 3, Itrs 3400/30000, Loss=0.406684
[2021-06-15 01:14:05,407][root][INFO] - Epoch 3, Itrs 3410/30000, Loss=0.414214
[2021-06-15 01:14:08,018][root][INFO] - Epoch 3, Itrs 3420/30000, Loss=0.396614
[2021-06-15 01:14:10,726][root][INFO] - Epoch 3, Itrs 3430/30000, Loss=0.423141
[2021-06-15 01:14:13,375][root][INFO] - Epoch 3, Itrs 3440/30000, Loss=0.382707
[2021-06-15 01:14:16,006][root][INFO] - Epoch 3, Itrs 3450/30000, Loss=0.405393
[2021-06-15 01:14:18,656][root][INFO] - Epoch 3, Itrs 3460/30000, Loss=0.392118
[2021-06-15 01:14:21,305][root][INFO] - Epoch 3, Itrs 3470/30000, Loss=0.421629
[2021-06-15 01:14:24,042][root][INFO] - Epoch 3, Itrs 3480/30000, Loss=0.406920
[2021-06-15 01:14:26,724][root][INFO] - Epoch 3, Itrs 3490/30000, Loss=0.380706
[2021-06-15 01:14:29,382][root][INFO] - Epoch 3, Itrs 3500/30000, Loss=0.358751
[2021-06-15 01:14:31,953][root][INFO] - Epoch 3, Itrs 3510/30000, Loss=0.372479
[2021-06-15 01:14:34,651][root][INFO] - Epoch 3, Itrs 3520/30000, Loss=0.364877
[2021-06-15 01:14:37,428][root][INFO] - Epoch 3, Itrs 3530/30000, Loss=0.386775
[2021-06-15 01:14:39,906][root][INFO] - Epoch 3, Itrs 3540/30000, Loss=0.369203
[2021-06-15 01:14:42,565][root][INFO] - Epoch 3, Itrs 3550/30000, Loss=0.394194
[2021-06-15 01:14:45,246][root][INFO] - Epoch 3, Itrs 3560/30000, Loss=0.383611
[2021-06-15 01:14:47,949][root][INFO] - Epoch 3, Itrs 3570/30000, Loss=0.440585
[2021-06-15 01:14:50,442][root][INFO] - Epoch 3, Itrs 3580/30000, Loss=0.384959
[2021-06-15 01:14:53,291][root][INFO] - Epoch 3, Itrs 3590/30000, Loss=0.399517
[2021-06-15 01:14:56,034][root][INFO] - Epoch 3, Itrs 3600/30000, Loss=0.351069
[2021-06-15 01:14:58,561][root][INFO] - Epoch 3, Itrs 3610/30000, Loss=0.376101
[2021-06-15 01:15:01,296][root][INFO] - Epoch 3, Itrs 3620/30000, Loss=0.369277
[2021-06-15 01:15:03,935][root][INFO] - Epoch 3, Itrs 3630/30000, Loss=0.376805
[2021-06-15 01:15:06,555][root][INFO] - Epoch 3, Itrs 3640/30000, Loss=0.390978
[2021-06-15 01:15:08,964][root][INFO] - Epoch 3, Itrs 3650/30000, Loss=0.368173
[2021-06-15 01:15:14,564][root][INFO] - Epoch 4, Itrs 3660/30000, Loss=0.400579
[2021-06-15 01:15:17,458][root][INFO] - Epoch 4, Itrs 3670/30000, Loss=0.397985
[2021-06-15 01:15:20,136][root][INFO] - Epoch 4, Itrs 3680/30000, Loss=0.392267
[2021-06-15 01:15:22,795][root][INFO] - Epoch 4, Itrs 3690/30000, Loss=0.340521
[2021-06-15 01:15:25,466][root][INFO] - Epoch 4, Itrs 3700/30000, Loss=0.384969
[2021-06-15 01:15:28,178][root][INFO] - Epoch 4, Itrs 3710/30000, Loss=0.341281
[2021-06-15 01:15:30,751][root][INFO] - Epoch 4, Itrs 3720/30000, Loss=0.333772
[2021-06-15 01:15:33,469][root][INFO] - Epoch 4, Itrs 3730/30000, Loss=0.320851
[2021-06-15 01:15:36,170][root][INFO] - Epoch 4, Itrs 3740/30000, Loss=0.355713
[2021-06-15 01:15:38,812][root][INFO] - Epoch 4, Itrs 3750/30000, Loss=0.315288
[2021-06-15 01:15:41,430][root][INFO] - Epoch 4, Itrs 3760/30000, Loss=0.363116
[2021-06-15 01:15:44,043][root][INFO] - Epoch 4, Itrs 3770/30000, Loss=0.331978
[2021-06-15 01:15:46,772][root][INFO] - Epoch 4, Itrs 3780/30000, Loss=0.351423
[2021-06-15 01:15:49,494][root][INFO] - Epoch 4, Itrs 3790/30000, Loss=0.389606
[2021-06-15 01:15:52,187][root][INFO] - Epoch 4, Itrs 3800/30000, Loss=0.338131
[2021-06-15 01:15:54,743][root][INFO] - Epoch 4, Itrs 3810/30000, Loss=0.327612
[2021-06-15 01:15:57,585][root][INFO] - Epoch 4, Itrs 3820/30000, Loss=0.364106
[2021-06-15 01:16:00,295][root][INFO] - Epoch 4, Itrs 3830/30000, Loss=0.455758
[2021-06-15 01:16:02,846][root][INFO] - Epoch 4, Itrs 3840/30000, Loss=0.362425
[2021-06-15 01:16:05,523][root][INFO] - Epoch 4, Itrs 3850/30000, Loss=0.333397
[2021-06-15 01:16:08,234][root][INFO] - Epoch 4, Itrs 3860/30000, Loss=0.360874
[2021-06-15 01:16:10,922][root][INFO] - Epoch 4, Itrs 3870/30000, Loss=0.369549
[2021-06-15 01:16:13,632][root][INFO] - Epoch 4, Itrs 3880/30000, Loss=0.342646
[2021-06-15 01:16:16,168][root][INFO] - Epoch 4, Itrs 3890/30000, Loss=0.333695
[2021-06-15 01:16:19,007][root][INFO] - Epoch 4, Itrs 3900/30000, Loss=0.350759
[2021-06-15 01:16:21,494][root][INFO] - Epoch 4, Itrs 3910/30000, Loss=0.346342
[2021-06-15 01:16:24,208][root][INFO] - Epoch 4, Itrs 3920/30000, Loss=0.365723
[2021-06-15 01:16:26,923][root][INFO] - Epoch 4, Itrs 3930/30000, Loss=0.341816
[2021-06-15 01:16:29,621][root][INFO] - Epoch 4, Itrs 3940/30000, Loss=0.350276
[2021-06-15 01:16:32,176][root][INFO] - Epoch 4, Itrs 3950/30000, Loss=0.347426
[2021-06-15 01:16:34,992][root][INFO] - Epoch 4, Itrs 3960/30000, Loss=0.332490
[2021-06-15 01:16:37,583][root][INFO] - Epoch 4, Itrs 3970/30000, Loss=0.355254
[2021-06-15 01:16:40,247][root][INFO] - Epoch 4, Itrs 3980/30000, Loss=0.366353
[2021-06-15 01:16:42,907][root][INFO] - Epoch 4, Itrs 3990/30000, Loss=0.359778
[2021-06-15 01:16:45,617][root][INFO] - Epoch 4, Itrs 4000/30000, Loss=0.335865
[2021-06-15 01:16:48,283][root][INFO] - Epoch 4, Itrs 4010/30000, Loss=0.329775
[2021-06-15 01:16:50,872][root][INFO] - Epoch 4, Itrs 4020/30000, Loss=0.351712
[2021-06-15 01:16:53,556][root][INFO] - Epoch 4, Itrs 4030/30000, Loss=0.379596
[2021-06-15 01:16:56,117][root][INFO] - Epoch 4, Itrs 4040/30000, Loss=0.370362
[2021-06-15 01:16:58,761][root][INFO] - Epoch 4, Itrs 4050/30000, Loss=0.372802
[2021-06-15 01:17:01,570][root][INFO] - Epoch 4, Itrs 4060/30000, Loss=0.364354
[2021-06-15 01:17:04,263][root][INFO] - Epoch 4, Itrs 4070/30000, Loss=0.327982
[2021-06-15 01:17:06,960][root][INFO] - Epoch 4, Itrs 4080/30000, Loss=0.343556
[2021-06-15 01:17:09,523][root][INFO] - Epoch 4, Itrs 4090/30000, Loss=0.351985
[2021-06-15 01:17:12,182][root][INFO] - Epoch 4, Itrs 4100/30000, Loss=0.335519
[2021-06-15 01:17:14,810][root][INFO] - Epoch 4, Itrs 4110/30000, Loss=0.365283
[2021-06-15 01:17:17,518][root][INFO] - Epoch 4, Itrs 4120/30000, Loss=0.327910
[2021-06-15 01:17:20,234][root][INFO] - Epoch 4, Itrs 4130/30000, Loss=0.311451
[2021-06-15 01:17:22,854][root][INFO] - Epoch 4, Itrs 4140/30000, Loss=0.344877
[2021-06-15 01:17:25,448][root][INFO] - Epoch 4, Itrs 4150/30000, Loss=0.317211
[2021-06-15 01:17:28,219][root][INFO] - Epoch 4, Itrs 4160/30000, Loss=0.399272
[2021-06-15 01:17:30,895][root][INFO] - Epoch 4, Itrs 4170/30000, Loss=0.358853
[2021-06-15 01:17:33,489][root][INFO] - Epoch 4, Itrs 4180/30000, Loss=0.404277
[2021-06-15 01:17:36,086][root][INFO] - Epoch 4, Itrs 4190/30000, Loss=0.332437
[2021-06-15 01:17:38,783][root][INFO] - Epoch 4, Itrs 4200/30000, Loss=0.381794
[2021-06-15 01:17:41,457][root][INFO] - Epoch 4, Itrs 4210/30000, Loss=0.326032
[2021-06-15 01:17:44,173][root][INFO] - Epoch 4, Itrs 4220/30000, Loss=0.338526
[2021-06-15 01:17:46,910][root][INFO] - Epoch 4, Itrs 4230/30000, Loss=0.325295
[2021-06-15 01:17:49,516][root][INFO] - Epoch 4, Itrs 4240/30000, Loss=0.335670
[2021-06-15 01:17:52,166][root][INFO] - Epoch 4, Itrs 4250/30000, Loss=0.358318
[2021-06-15 01:17:54,731][root][INFO] - Epoch 4, Itrs 4260/30000, Loss=0.352542
[2021-06-15 01:17:57,391][root][INFO] - Epoch 4, Itrs 4270/30000, Loss=0.342747
[2021-06-15 01:18:00,147][root][INFO] - Epoch 4, Itrs 4280/30000, Loss=0.363397
[2021-06-15 01:18:02,840][root][INFO] - Epoch 4, Itrs 4290/30000, Loss=0.331147
[2021-06-15 01:18:05,564][root][INFO] - Epoch 4, Itrs 4300/30000, Loss=0.334484
[2021-06-15 01:18:08,271][root][INFO] - Epoch 4, Itrs 4310/30000, Loss=0.358907
[2021-06-15 01:18:10,911][root][INFO] - Epoch 4, Itrs 4320/30000, Loss=0.367654
[2021-06-15 01:18:13,600][root][INFO] - Epoch 4, Itrs 4330/30000, Loss=0.341952
[2021-06-15 01:18:16,278][root][INFO] - Epoch 4, Itrs 4340/30000, Loss=0.383668
[2021-06-15 01:18:18,905][root][INFO] - Epoch 4, Itrs 4350/30000, Loss=0.342721
[2021-06-15 01:18:21,526][root][INFO] - Epoch 4, Itrs 4360/30000, Loss=0.344248
[2021-06-15 01:18:24,122][root][INFO] - Epoch 4, Itrs 4370/30000, Loss=0.344745
[2021-06-15 01:18:26,787][root][INFO] - Epoch 4, Itrs 4380/30000, Loss=0.316390
[2021-06-15 01:18:29,527][root][INFO] - Epoch 4, Itrs 4390/30000, Loss=0.349552
[2021-06-15 01:18:32,261][root][INFO] - Epoch 4, Itrs 4400/30000, Loss=0.338624
[2021-06-15 01:18:34,771][root][INFO] - Epoch 4, Itrs 4410/30000, Loss=0.347818
[2021-06-15 01:18:37,562][root][INFO] - Epoch 4, Itrs 4420/30000, Loss=0.351838
[2021-06-15 01:18:40,161][root][INFO] - Epoch 4, Itrs 4430/30000, Loss=0.321869
[2021-06-15 01:18:42,740][root][INFO] - Epoch 4, Itrs 4440/30000, Loss=0.336543
[2021-06-15 01:18:45,543][root][INFO] - Epoch 4, Itrs 4450/30000, Loss=0.356048
[2021-06-15 01:18:48,123][root][INFO] - Epoch 4, Itrs 4460/30000, Loss=0.343551
[2021-06-15 01:18:50,896][root][INFO] - Epoch 4, Itrs 4470/30000, Loss=0.355352
[2021-06-15 01:18:53,533][root][INFO] - Epoch 4, Itrs 4480/30000, Loss=0.337815
[2021-06-15 01:18:56,090][root][INFO] - Epoch 4, Itrs 4490/30000, Loss=0.363119
[2021-06-15 01:18:58,912][root][INFO] - Epoch 4, Itrs 4500/30000, Loss=0.377168
[2021-06-15 01:19:01,664][root][INFO] - Epoch 4, Itrs 4510/30000, Loss=0.353432
[2021-06-15 01:19:04,302][root][INFO] - Epoch 4, Itrs 4520/30000, Loss=0.396519
[2021-06-15 01:19:06,959][root][INFO] - Epoch 4, Itrs 4530/30000, Loss=0.300368
[2021-06-15 01:19:09,686][root][INFO] - Epoch 4, Itrs 4540/30000, Loss=0.328581
[2021-06-15 01:19:12,330][root][INFO] - Epoch 4, Itrs 4550/30000, Loss=0.366844
[2021-06-15 01:19:14,966][root][INFO] - Epoch 4, Itrs 4560/30000, Loss=0.399835
[2021-06-15 01:19:17,708][root][INFO] - Epoch 4, Itrs 4570/30000, Loss=0.337843
[2021-06-15 01:19:20,314][root][INFO] - Epoch 4, Itrs 4580/30000, Loss=0.379349
[2021-06-15 01:19:22,972][root][INFO] - Epoch 4, Itrs 4590/30000, Loss=0.319126
[2021-06-15 01:19:25,642][root][INFO] - Epoch 4, Itrs 4600/30000, Loss=0.347706
[2021-06-15 01:19:28,421][root][INFO] - Epoch 4, Itrs 4610/30000, Loss=0.328166
[2021-06-15 01:19:31,034][root][INFO] - Epoch 4, Itrs 4620/30000, Loss=0.353881
[2021-06-15 01:19:33,689][root][INFO] - Epoch 4, Itrs 4630/30000, Loss=0.325691
[2021-06-15 01:19:36,331][root][INFO] - Epoch 4, Itrs 4640/30000, Loss=0.331565
[2021-06-15 01:19:38,993][root][INFO] - Epoch 4, Itrs 4650/30000, Loss=0.342442
[2021-06-15 01:19:41,672][root][INFO] - Epoch 4, Itrs 4660/30000, Loss=0.324432
[2021-06-15 01:19:44,322][root][INFO] - Epoch 4, Itrs 4670/30000, Loss=0.375887
[2021-06-15 01:19:47,000][root][INFO] - Epoch 4, Itrs 4680/30000, Loss=0.341606
[2021-06-15 01:19:49,714][root][INFO] - Epoch 4, Itrs 4690/30000, Loss=0.322760
[2021-06-15 01:19:52,437][root][INFO] - Epoch 4, Itrs 4700/30000, Loss=0.355309
[2021-06-15 01:19:55,139][root][INFO] - Epoch 4, Itrs 4710/30000, Loss=0.365249
[2021-06-15 01:19:57,766][root][INFO] - Epoch 4, Itrs 4720/30000, Loss=0.333965
[2021-06-15 01:20:00,382][root][INFO] - Epoch 4, Itrs 4730/30000, Loss=0.346113
[2021-06-15 01:20:03,125][root][INFO] - Epoch 4, Itrs 4740/30000, Loss=0.294678
[2021-06-15 01:20:05,798][root][INFO] - Epoch 4, Itrs 4750/30000, Loss=0.348160
[2021-06-15 01:20:08,451][root][INFO] - Epoch 4, Itrs 4760/30000, Loss=0.372370
[2021-06-15 01:20:11,169][root][INFO] - Epoch 4, Itrs 4770/30000, Loss=0.321920
[2021-06-15 01:20:13,829][root][INFO] - Epoch 4, Itrs 4780/30000, Loss=0.348299
[2021-06-15 01:20:16,444][root][INFO] - Epoch 4, Itrs 4790/30000, Loss=0.391933
[2021-06-15 01:20:19,094][root][INFO] - Epoch 4, Itrs 4800/30000, Loss=0.355432
[2021-06-15 01:20:21,746][root][INFO] - Epoch 4, Itrs 4810/30000, Loss=0.316497
[2021-06-15 01:20:24,503][root][INFO] - Epoch 4, Itrs 4820/30000, Loss=0.380962
[2021-06-15 01:20:27,110][root][INFO] - Epoch 4, Itrs 4830/30000, Loss=0.365537
[2021-06-15 01:20:29,742][root][INFO] - Epoch 4, Itrs 4840/30000, Loss=0.365648
[2021-06-15 01:20:32,404][root][INFO] - Epoch 4, Itrs 4850/30000, Loss=0.347298
[2021-06-15 01:20:34,839][root][INFO] - Epoch 4, Itrs 4860/30000, Loss=0.357379
[2021-06-15 01:20:39,666][root][INFO] - Epoch 5, Itrs 4870/30000, Loss=0.364339
[2021-06-15 01:20:42,838][root][INFO] - Epoch 5, Itrs 4880/30000, Loss=0.326575
[2021-06-15 01:20:45,918][root][INFO] - Epoch 5, Itrs 4890/30000, Loss=0.291556
[2021-06-15 01:20:48,532][root][INFO] - Epoch 5, Itrs 4900/30000, Loss=0.280516
[2021-06-15 01:20:51,223][root][INFO] - Epoch 5, Itrs 4910/30000, Loss=0.326297
[2021-06-15 01:20:53,894][root][INFO] - Epoch 5, Itrs 4920/30000, Loss=0.313890
[2021-06-15 01:20:56,667][root][INFO] - Epoch 5, Itrs 4930/30000, Loss=0.358313
[2021-06-15 01:20:59,426][root][INFO] - Epoch 5, Itrs 4940/30000, Loss=0.325327
[2021-06-15 01:21:02,090][root][INFO] - Epoch 5, Itrs 4950/30000, Loss=0.318609
[2021-06-15 01:21:04,651][root][INFO] - Epoch 5, Itrs 4960/30000, Loss=0.294448
[2021-06-15 01:21:07,263][root][INFO] - Epoch 5, Itrs 4970/30000, Loss=0.308867
[2021-06-15 01:21:09,897][root][INFO] - Epoch 5, Itrs 4980/30000, Loss=0.332054
[2021-06-15 01:21:12,466][root][INFO] - Epoch 5, Itrs 4990/30000, Loss=0.309786
[2021-06-15 01:21:15,249][root][INFO] - Epoch 5, Itrs 5000/30000, Loss=0.316423
[2021-06-15 01:21:17,949][root][INFO] - Epoch 5, Itrs 5010/30000, Loss=0.318885
[2021-06-15 01:21:20,650][root][INFO] - Epoch 5, Itrs 5020/30000, Loss=0.316994
[2021-06-15 01:21:23,345][root][INFO] - Epoch 5, Itrs 5030/30000, Loss=0.325551
[2021-06-15 01:21:26,048][root][INFO] - Epoch 5, Itrs 5040/30000, Loss=0.299609
[2021-06-15 01:21:28,883][root][INFO] - Epoch 5, Itrs 5050/30000, Loss=0.327353
[2021-06-15 01:21:31,406][root][INFO] - Epoch 5, Itrs 5060/30000, Loss=0.325271
[2021-06-15 01:21:34,234][root][INFO] - Epoch 5, Itrs 5070/30000, Loss=0.324702
[2021-06-15 01:21:36,874][root][INFO] - Epoch 5, Itrs 5080/30000, Loss=0.314560
[2021-06-15 01:21:39,576][root][INFO] - Epoch 5, Itrs 5090/30000, Loss=0.314767
[2021-06-15 01:21:42,198][root][INFO] - Epoch 5, Itrs 5100/30000, Loss=0.342701
[2021-06-15 01:21:44,968][root][INFO] - Epoch 5, Itrs 5110/30000, Loss=0.354820
[2021-06-15 01:21:47,574][root][INFO] - Epoch 5, Itrs 5120/30000, Loss=0.299428
[2021-06-15 01:21:50,258][root][INFO] - Epoch 5, Itrs 5130/30000, Loss=0.297837
[2021-06-15 01:21:52,998][root][INFO] - Epoch 5, Itrs 5140/30000, Loss=0.291995
[2021-06-15 01:21:55,704][root][INFO] - Epoch 5, Itrs 5150/30000, Loss=0.305581
[2021-06-15 01:21:58,306][root][INFO] - Epoch 5, Itrs 5160/30000, Loss=0.308272
[2021-06-15 01:22:01,077][root][INFO] - Epoch 5, Itrs 5170/30000, Loss=0.321564
[2021-06-15 01:22:03,688][root][INFO] - Epoch 5, Itrs 5180/30000, Loss=0.320290
[2021-06-15 01:22:06,313][root][INFO] - Epoch 5, Itrs 5190/30000, Loss=0.291047
[2021-06-15 01:22:08,927][root][INFO] - Epoch 5, Itrs 5200/30000, Loss=0.291966
[2021-06-15 01:22:11,612][root][INFO] - Epoch 5, Itrs 5210/30000, Loss=0.309657
[2021-06-15 01:22:14,370][root][INFO] - Epoch 5, Itrs 5220/30000, Loss=0.325107
[2021-06-15 01:22:16,982][root][INFO] - Epoch 5, Itrs 5230/30000, Loss=0.329785
[2021-06-15 01:22:19,671][root][INFO] - Epoch 5, Itrs 5240/30000, Loss=0.295772
[2021-06-15 01:22:22,227][root][INFO] - Epoch 5, Itrs 5250/30000, Loss=0.327577
[2021-06-15 01:22:24,917][root][INFO] - Epoch 5, Itrs 5260/30000, Loss=0.331504
[2021-06-15 01:22:27,649][root][INFO] - Epoch 5, Itrs 5270/30000, Loss=0.331099
[2021-06-15 01:22:30,285][root][INFO] - Epoch 5, Itrs 5280/30000, Loss=0.290222
[2021-06-15 01:22:32,940][root][INFO] - Epoch 5, Itrs 5290/30000, Loss=0.311912
[2021-06-15 01:22:35,688][root][INFO] - Epoch 5, Itrs 5300/30000, Loss=0.301318
[2021-06-15 01:22:38,390][root][INFO] - Epoch 5, Itrs 5310/30000, Loss=0.355160
[2021-06-15 01:22:40,985][root][INFO] - Epoch 5, Itrs 5320/30000, Loss=0.319095
[2021-06-15 01:22:43,652][root][INFO] - Epoch 5, Itrs 5330/30000, Loss=0.320617
[2021-06-15 01:22:46,410][root][INFO] - Epoch 5, Itrs 5340/30000, Loss=0.315496
[2021-06-15 01:22:49,067][root][INFO] - Epoch 5, Itrs 5350/30000, Loss=0.287774
[2021-06-15 01:22:51,678][root][INFO] - Epoch 5, Itrs 5360/30000, Loss=0.315791
[2021-06-15 01:22:54,257][root][INFO] - Epoch 5, Itrs 5370/30000, Loss=0.303037
[2021-06-15 01:22:57,035][root][INFO] - Epoch 5, Itrs 5380/30000, Loss=0.302951
[2021-06-15 01:22:59,631][root][INFO] - Epoch 5, Itrs 5390/30000, Loss=0.320546
[2021-06-15 01:23:02,207][root][INFO] - Epoch 5, Itrs 5400/30000, Loss=0.295012
[2021-06-15 01:23:04,889][root][INFO] - Epoch 5, Itrs 5410/30000, Loss=0.340216
[2021-06-15 01:23:07,520][root][INFO] - Epoch 5, Itrs 5420/30000, Loss=0.326478
[2021-06-15 01:23:10,176][root][INFO] - Epoch 5, Itrs 5430/30000, Loss=0.329788
[2021-06-15 01:23:12,809][root][INFO] - Epoch 5, Itrs 5440/30000, Loss=0.368307
[2021-06-15 01:23:15,646][root][INFO] - Epoch 5, Itrs 5450/30000, Loss=0.315021
[2021-06-15 01:23:18,270][root][INFO] - Epoch 5, Itrs 5460/30000, Loss=0.319058
[2021-06-15 01:23:20,963][root][INFO] - Epoch 5, Itrs 5470/30000, Loss=0.308852
[2021-06-15 01:23:23,643][root][INFO] - Epoch 5, Itrs 5480/30000, Loss=0.317787
[2021-06-15 01:23:26,248][root][INFO] - Epoch 5, Itrs 5490/30000, Loss=0.285430
[2021-06-15 01:23:28,857][root][INFO] - Epoch 5, Itrs 5500/30000, Loss=0.313559
[2021-06-15 01:23:31,629][root][INFO] - Epoch 5, Itrs 5510/30000, Loss=0.334897
[2021-06-15 01:23:34,199][root][INFO] - Epoch 5, Itrs 5520/30000, Loss=0.296553
[2021-06-15 01:23:36,975][root][INFO] - Epoch 5, Itrs 5530/30000, Loss=0.313996
[2021-06-15 01:23:39,615][root][INFO] - Epoch 5, Itrs 5540/30000, Loss=0.319271
[2021-06-15 01:23:42,180][root][INFO] - Epoch 5, Itrs 5550/30000, Loss=0.269384
[2021-06-15 01:23:44,929][root][INFO] - Epoch 5, Itrs 5560/30000, Loss=0.286762
[2021-06-15 01:23:47,687][root][INFO] - Epoch 5, Itrs 5570/30000, Loss=0.307214
[2021-06-15 01:23:50,300][root][INFO] - Epoch 5, Itrs 5580/30000, Loss=0.325200
[2021-06-15 01:23:52,888][root][INFO] - Epoch 5, Itrs 5590/30000, Loss=0.315732
[2021-06-15 01:23:55,596][root][INFO] - Epoch 5, Itrs 5600/30000, Loss=0.328184
[2021-06-15 01:23:58,185][root][INFO] - Epoch 5, Itrs 5610/30000, Loss=0.300409
[2021-06-15 01:24:00,990][root][INFO] - Epoch 5, Itrs 5620/30000, Loss=0.324452
[2021-06-15 01:24:03,612][root][INFO] - Epoch 5, Itrs 5630/30000, Loss=0.312290
[2021-06-15 01:24:06,230][root][INFO] - Epoch 5, Itrs 5640/30000, Loss=0.312071
[2021-06-15 01:24:08,934][root][INFO] - Epoch 5, Itrs 5650/30000, Loss=0.324710
[2021-06-15 01:24:11,597][root][INFO] - Epoch 5, Itrs 5660/30000, Loss=0.321555
[2021-06-15 01:24:14,088][root][INFO] - Epoch 5, Itrs 5670/30000, Loss=0.310858
[2021-06-15 01:24:16,930][root][INFO] - Epoch 5, Itrs 5680/30000, Loss=0.307275
[2021-06-15 01:24:19,572][root][INFO] - Epoch 5, Itrs 5690/30000, Loss=0.291655
[2021-06-15 01:24:22,230][root][INFO] - Epoch 5, Itrs 5700/30000, Loss=0.278176
[2021-06-15 01:24:24,928][root][INFO] - Epoch 5, Itrs 5710/30000, Loss=0.320886
[2021-06-15 01:24:27,595][root][INFO] - Epoch 5, Itrs 5720/30000, Loss=0.294394
[2021-06-15 01:24:30,202][root][INFO] - Epoch 5, Itrs 5730/30000, Loss=0.286679
[2021-06-15 01:24:32,966][root][INFO] - Epoch 5, Itrs 5740/30000, Loss=0.302358
[2021-06-15 01:24:35,598][root][INFO] - Epoch 5, Itrs 5750/30000, Loss=0.311086
[2021-06-15 01:24:38,211][root][INFO] - Epoch 5, Itrs 5760/30000, Loss=0.301334
[2021-06-15 01:24:40,818][root][INFO] - Epoch 5, Itrs 5770/30000, Loss=0.300749
[2021-06-15 01:24:43,585][root][INFO] - Epoch 5, Itrs 5780/30000, Loss=0.304904
[2021-06-15 01:24:46,278][root][INFO] - Epoch 5, Itrs 5790/30000, Loss=0.285016
[2021-06-15 01:24:48,798][root][INFO] - Epoch 5, Itrs 5800/30000, Loss=0.296964
[2021-06-15 01:24:51,568][root][INFO] - Epoch 5, Itrs 5810/30000, Loss=0.306560
[2021-06-15 01:24:54,268][root][INFO] - Epoch 5, Itrs 5820/30000, Loss=0.321964
[2021-06-15 01:24:56,938][root][INFO] - Epoch 5, Itrs 5830/30000, Loss=0.292210
[2021-06-15 01:24:59,510][root][INFO] - Epoch 5, Itrs 5840/30000, Loss=0.327276
[2021-06-15 01:25:02,311][root][INFO] - Epoch 5, Itrs 5850/30000, Loss=0.300745
[2021-06-15 01:25:04,948][root][INFO] - Epoch 5, Itrs 5860/30000, Loss=0.293643
[2021-06-15 01:25:07,580][root][INFO] - Epoch 5, Itrs 5870/30000, Loss=0.313942
[2021-06-15 01:25:10,282][root][INFO] - Epoch 5, Itrs 5880/30000, Loss=0.326880
[2021-06-15 01:25:12,979][root][INFO] - Epoch 5, Itrs 5890/30000, Loss=0.308707
[2021-06-15 01:25:15,656][root][INFO] - Epoch 5, Itrs 5900/30000, Loss=0.303364
[2021-06-15 01:25:18,348][root][INFO] - Epoch 5, Itrs 5910/30000, Loss=0.322369
[2021-06-15 01:25:21,021][root][INFO] - Epoch 5, Itrs 5920/30000, Loss=0.314637
[2021-06-15 01:25:23,742][root][INFO] - Epoch 5, Itrs 5930/30000, Loss=0.325529
[2021-06-15 01:25:26,290][root][INFO] - Epoch 5, Itrs 5940/30000, Loss=0.323921
[2021-06-15 01:25:28,928][root][INFO] - Epoch 5, Itrs 5950/30000, Loss=0.338238
[2021-06-15 01:25:31,611][root][INFO] - Epoch 5, Itrs 5960/30000, Loss=0.309292
[2021-06-15 01:25:34,317][root][INFO] - Epoch 5, Itrs 5970/30000, Loss=0.322542
[2021-06-15 01:25:37,039][root][INFO] - Epoch 5, Itrs 5980/30000, Loss=0.324616
[2021-06-15 01:25:39,767][root][INFO] - Epoch 5, Itrs 5990/30000, Loss=0.340041
[2021-06-15 01:25:42,383][root][INFO] - Epoch 5, Itrs 6000/30000, Loss=0.349894
[2021-06-15 01:25:42,386][root][INFO] - validation...
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[2021-06-15 01:26:52,970][root][INFO] - miou: 0.6024440189945299
[2021-06-15 01:26:54,116][root][INFO] - Model saved as checkpoints/best_miou.pth
[2021-06-15 01:26:56,649][root][INFO] - Epoch 5, Itrs 6010/30000, Loss=0.312982
[2021-06-15 01:26:59,245][root][INFO] - Epoch 5, Itrs 6020/30000, Loss=0.308380
[2021-06-15 01:27:01,770][root][INFO] - Epoch 5, Itrs 6030/30000, Loss=0.289261
[2021-06-15 01:27:04,502][root][INFO] - Epoch 5, Itrs 6040/30000, Loss=0.318150
[2021-06-15 01:27:07,126][root][INFO] - Epoch 5, Itrs 6050/30000, Loss=0.302666
[2021-06-15 01:27:09,788][root][INFO] - Epoch 5, Itrs 6060/30000, Loss=0.338470
[2021-06-15 01:27:12,564][root][INFO] - Epoch 5, Itrs 6070/30000, Loss=0.324419
[2021-06-15 01:27:14,923][root][INFO] - Epoch 5, Itrs 6080/30000, Loss=0.309252
[2021-06-15 01:27:19,665][root][INFO] - Epoch 6, Itrs 6090/30000, Loss=0.304688
[2021-06-15 01:27:22,562][root][INFO] - Epoch 6, Itrs 6100/30000, Loss=0.292168
[2021-06-15 01:27:25,626][root][INFO] - Epoch 6, Itrs 6110/30000, Loss=0.281102
[2021-06-15 01:27:28,412][root][INFO] - Epoch 6, Itrs 6120/30000, Loss=0.277719
[2021-06-15 01:27:31,092][root][INFO] - Epoch 6, Itrs 6130/30000, Loss=0.289003
[2021-06-15 01:27:33,772][root][INFO] - Epoch 6, Itrs 6140/30000, Loss=0.276180
[2021-06-15 01:27:36,466][root][INFO] - Epoch 6, Itrs 6150/30000, Loss=0.285514
[2021-06-15 01:27:39,014][root][INFO] - Epoch 6, Itrs 6160/30000, Loss=0.280962
[2021-06-15 01:27:41,642][root][INFO] - Epoch 6, Itrs 6170/30000, Loss=0.280350
[2021-06-15 01:27:44,321][root][INFO] - Epoch 6, Itrs 6180/30000, Loss=0.286175
[2021-06-15 01:27:47,009][root][INFO] - Epoch 6, Itrs 6190/30000, Loss=0.279092
[2021-06-15 01:27:49,746][root][INFO] - Epoch 6, Itrs 6200/30000, Loss=0.302297
[2021-06-15 01:27:52,501][root][INFO] - Epoch 6, Itrs 6210/30000, Loss=0.306434
[2021-06-15 01:27:55,136][root][INFO] - Epoch 6, Itrs 6220/30000, Loss=0.296763
[2021-06-15 01:27:57,768][root][INFO] - Epoch 6, Itrs 6230/30000, Loss=0.285385
[2021-06-15 01:28:00,347][root][INFO] - Epoch 6, Itrs 6240/30000, Loss=0.288799
[2021-06-15 01:28:03,036][root][INFO] - Epoch 6, Itrs 6250/30000, Loss=0.285798
[2021-06-15 01:28:05,637][root][INFO] - Epoch 6, Itrs 6260/30000, Loss=0.271474
[2021-06-15 01:28:08,377][root][INFO] - Epoch 6, Itrs 6270/30000, Loss=0.295060
[2021-06-15 01:28:10,949][root][INFO] - Epoch 6, Itrs 6280/30000, Loss=0.264826
[2021-06-15 01:28:13,522][root][INFO] - Epoch 6, Itrs 6290/30000, Loss=0.285642
[2021-06-15 01:28:16,190][root][INFO] - Epoch 6, Itrs 6300/30000, Loss=0.272570
[2021-06-15 01:28:19,034][root][INFO] - Epoch 6, Itrs 6310/30000, Loss=0.280782
[2021-06-15 01:28:21,612][root][INFO] - Epoch 6, Itrs 6320/30000, Loss=0.259862
[2021-06-15 01:28:24,228][root][INFO] - Epoch 6, Itrs 6330/30000, Loss=0.275277
[2021-06-15 01:28:26,855][root][INFO] - Epoch 6, Itrs 6340/30000, Loss=0.276257
[2021-06-15 01:28:29,571][root][INFO] - Epoch 6, Itrs 6350/30000, Loss=0.276173
[2021-06-15 01:28:32,156][root][INFO] - Epoch 6, Itrs 6360/30000, Loss=0.300198
[2021-06-15 01:28:34,864][root][INFO] - Epoch 6, Itrs 6370/30000, Loss=0.282900
[2021-06-15 01:28:37,407][root][INFO] - Epoch 6, Itrs 6380/30000, Loss=0.269269
[2021-06-15 01:28:40,150][root][INFO] - Epoch 6, Itrs 6390/30000, Loss=0.292032
[2021-06-15 01:28:42,856][root][INFO] - Epoch 6, Itrs 6400/30000, Loss=0.276353
[2021-06-15 01:28:45,496][root][INFO] - Epoch 6, Itrs 6410/30000, Loss=0.297058
[2021-06-15 01:28:47,990][root][INFO] - Epoch 6, Itrs 6420/30000, Loss=0.313318
[2021-06-15 01:28:50,722][root][INFO] - Epoch 6, Itrs 6430/30000, Loss=0.292806
[2021-06-15 01:28:53,417][root][INFO] - Epoch 6, Itrs 6440/30000, Loss=0.265866
[2021-06-15 01:28:56,012][root][INFO] - Epoch 6, Itrs 6450/30000, Loss=0.276778
[2021-06-15 01:28:58,655][root][INFO] - Epoch 6, Itrs 6460/30000, Loss=0.274874
[2021-06-15 01:29:01,318][root][INFO] - Epoch 6, Itrs 6470/30000, Loss=0.259877
[2021-06-15 01:29:04,058][root][INFO] - Epoch 6, Itrs 6480/30000, Loss=0.293856
[2021-06-15 01:29:06,703][root][INFO] - Epoch 6, Itrs 6490/30000, Loss=0.246427
[2021-06-15 01:29:09,216][root][INFO] - Epoch 6, Itrs 6500/30000, Loss=0.296875
[2021-06-15 01:29:11,953][root][INFO] - Epoch 6, Itrs 6510/30000, Loss=0.283026
[2021-06-15 01:29:14,582][root][INFO] - Epoch 6, Itrs 6520/30000, Loss=0.286775
[2021-06-15 01:29:17,329][root][INFO] - Epoch 6, Itrs 6530/30000, Loss=0.274956
[2021-06-15 01:29:19,945][root][INFO] - Epoch 6, Itrs 6540/30000, Loss=0.302784
[2021-06-15 01:29:22,539][root][INFO] - Epoch 6, Itrs 6550/30000, Loss=0.284807
[2021-06-15 01:29:25,304][root][INFO] - Epoch 6, Itrs 6560/30000, Loss=0.270545
[2021-06-15 01:29:28,046][root][INFO] - Epoch 6, Itrs 6570/30000, Loss=0.260134
[2021-06-15 01:29:30,651][root][INFO] - Epoch 6, Itrs 6580/30000, Loss=0.284281
[2021-06-15 01:29:33,377][root][INFO] - Epoch 6, Itrs 6590/30000, Loss=0.312256
[2021-06-15 01:29:35,928][root][INFO] - Epoch 6, Itrs 6600/30000, Loss=0.282605
[2021-06-15 01:29:38,504][root][INFO] - Epoch 6, Itrs 6610/30000, Loss=0.264182
[2021-06-15 01:29:41,286][root][INFO] - Epoch 6, Itrs 6620/30000, Loss=0.273041
[2021-06-15 01:29:43,849][root][INFO] - Epoch 6, Itrs 6630/30000, Loss=0.286009
[2021-06-15 01:29:46,622][root][INFO] - Epoch 6, Itrs 6640/30000, Loss=0.265522
[2021-06-15 01:29:49,285][root][INFO] - Epoch 6, Itrs 6650/30000, Loss=0.265214
[2021-06-15 01:29:51,957][root][INFO] - Epoch 6, Itrs 6660/30000, Loss=0.298709
[2021-06-15 01:29:54,577][root][INFO] - Epoch 6, Itrs 6670/30000, Loss=0.282385
[2021-06-15 01:29:57,260][root][INFO] - Epoch 6, Itrs 6680/30000, Loss=0.286492
[2021-06-15 01:29:59,956][root][INFO] - Epoch 6, Itrs 6690/30000, Loss=0.306507
[2021-06-15 01:30:02,625][root][INFO] - Epoch 6, Itrs 6700/30000, Loss=0.288788
[2021-06-15 01:30:05,228][root][INFO] - Epoch 6, Itrs 6710/30000, Loss=0.276854
[2021-06-15 01:30:07,991][root][INFO] - Epoch 6, Itrs 6720/30000, Loss=0.307818
[2021-06-15 01:30:10,569][root][INFO] - Epoch 6, Itrs 6730/30000, Loss=0.295377
[2021-06-15 01:30:13,243][root][INFO] - Epoch 6, Itrs 6740/30000, Loss=0.298216
[2021-06-15 01:30:15,844][root][INFO] - Epoch 6, Itrs 6750/30000, Loss=0.302380
[2021-06-15 01:30:18,582][root][INFO] - Epoch 6, Itrs 6760/30000, Loss=0.271671
[2021-06-15 01:30:21,126][root][INFO] - Epoch 6, Itrs 6770/30000, Loss=0.301768
[2021-06-15 01:30:23,827][root][INFO] - Epoch 6, Itrs 6780/30000, Loss=0.293741
[2021-06-15 01:30:26,490][root][INFO] - Epoch 6, Itrs 6790/30000, Loss=0.299801
[2021-06-15 01:30:29,262][root][INFO] - Epoch 6, Itrs 6800/30000, Loss=0.266665
[2021-06-15 01:30:31,907][root][INFO] - Epoch 6, Itrs 6810/30000, Loss=0.286766
[2021-06-15 01:30:34,448][root][INFO] - Epoch 6, Itrs 6820/30000, Loss=0.322241
[2021-06-15 01:30:37,127][root][INFO] - Epoch 6, Itrs 6830/30000, Loss=0.289861
[2021-06-15 01:30:39,682][root][INFO] - Epoch 6, Itrs 6840/30000, Loss=0.289072
[2021-06-15 01:30:42,461][root][INFO] - Epoch 6, Itrs 6850/30000, Loss=0.299569
[2021-06-15 01:30:45,089][root][INFO] - Epoch 6, Itrs 6860/30000, Loss=0.237754
[2021-06-15 01:30:47,649][root][INFO] - Epoch 6, Itrs 6870/30000, Loss=0.291647
[2021-06-15 01:30:50,417][root][INFO] - Epoch 6, Itrs 6880/30000, Loss=0.280361
[2021-06-15 01:30:52,980][root][INFO] - Epoch 6, Itrs 6890/30000, Loss=0.286884
[2021-06-15 01:30:55,663][root][INFO] - Epoch 6, Itrs 6900/30000, Loss=0.275703
[2021-06-15 01:30:58,231][root][INFO] - Epoch 6, Itrs 6910/30000, Loss=0.276295
[2021-06-15 01:31:00,899][root][INFO] - Epoch 6, Itrs 6920/30000, Loss=0.267180
[2021-06-15 01:31:03,612][root][INFO] - Epoch 6, Itrs 6930/30000, Loss=0.283167
[2021-06-15 01:31:06,214][root][INFO] - Epoch 6, Itrs 6940/30000, Loss=0.306453
[2021-06-15 01:31:08,946][root][INFO] - Epoch 6, Itrs 6950/30000, Loss=0.318736
[2021-06-15 01:31:11,572][root][INFO] - Epoch 6, Itrs 6960/30000, Loss=0.288077
[2021-06-15 01:31:14,250][root][INFO] - Epoch 6, Itrs 6970/30000, Loss=0.295388
[2021-06-15 01:31:16,947][root][INFO] - Epoch 6, Itrs 6980/30000, Loss=0.295103
[2021-06-15 01:31:19,558][root][INFO] - Epoch 6, Itrs 6990/30000, Loss=0.276409
[2021-06-15 01:31:22,209][root][INFO] - Epoch 6, Itrs 7000/30000, Loss=0.270707
[2021-06-15 01:31:24,860][root][INFO] - Epoch 6, Itrs 7010/30000, Loss=0.266562
[2021-06-15 01:31:27,490][root][INFO] - Epoch 6, Itrs 7020/30000, Loss=0.280327
[2021-06-15 01:31:30,149][root][INFO] - Epoch 6, Itrs 7030/30000, Loss=0.293771
[2021-06-15 01:31:32,742][root][INFO] - Epoch 6, Itrs 7040/30000, Loss=0.284538
[2021-06-15 01:31:35,365][root][INFO] - Epoch 6, Itrs 7050/30000, Loss=0.295262
[2021-06-15 01:31:38,092][root][INFO] - Epoch 6, Itrs 7060/30000, Loss=0.291477
[2021-06-15 01:31:40,691][root][INFO] - Epoch 6, Itrs 7070/30000, Loss=0.295715
[2021-06-15 01:31:43,415][root][INFO] - Epoch 6, Itrs 7080/30000, Loss=0.290923
[2021-06-15 01:31:46,026][root][INFO] - Epoch 6, Itrs 7090/30000, Loss=0.268403
[2021-06-15 01:31:48,600][root][INFO] - Epoch 6, Itrs 7100/30000, Loss=0.303852
[2021-06-15 01:31:51,295][root][INFO] - Epoch 6, Itrs 7110/30000, Loss=0.277853
[2021-06-15 01:31:53,886][root][INFO] - Epoch 6, Itrs 7120/30000, Loss=0.288211
[2021-06-15 01:31:56,629][root][INFO] - Epoch 6, Itrs 7130/30000, Loss=0.267519
[2021-06-15 01:31:59,229][root][INFO] - Epoch 6, Itrs 7140/30000, Loss=0.288321
[2021-06-15 01:32:01,872][root][INFO] - Epoch 6, Itrs 7150/30000, Loss=0.309159
[2021-06-15 01:32:04,471][root][INFO] - Epoch 6, Itrs 7160/30000, Loss=0.300404
[2021-06-15 01:32:07,230][root][INFO] - Epoch 6, Itrs 7170/30000, Loss=0.322203
[2021-06-15 01:32:09,905][root][INFO] - Epoch 6, Itrs 7180/30000, Loss=0.305028
[2021-06-15 01:32:12,427][root][INFO] - Epoch 6, Itrs 7190/30000, Loss=0.288104
[2021-06-15 01:32:15,106][root][INFO] - Epoch 6, Itrs 7200/30000, Loss=0.253617
[2021-06-15 01:32:17,763][root][INFO] - Epoch 6, Itrs 7210/30000, Loss=0.287217
[2021-06-15 01:32:20,434][root][INFO] - Epoch 6, Itrs 7220/30000, Loss=0.297679
[2021-06-15 01:32:23,030][root][INFO] - Epoch 6, Itrs 7230/30000, Loss=0.279065
[2021-06-15 01:32:25,634][root][INFO] - Epoch 6, Itrs 7240/30000, Loss=0.269360
[2021-06-15 01:32:28,369][root][INFO] - Epoch 6, Itrs 7250/30000, Loss=0.282644
[2021-06-15 01:32:30,941][root][INFO] - Epoch 6, Itrs 7260/30000, Loss=0.245013
[2021-06-15 01:32:33,538][root][INFO] - Epoch 6, Itrs 7270/30000, Loss=0.270980
[2021-06-15 01:32:36,253][root][INFO] - Epoch 6, Itrs 7280/30000, Loss=0.309385
[2021-06-15 01:32:38,886][root][INFO] - Epoch 6, Itrs 7290/30000, Loss=0.290942
[2021-06-15 01:32:41,300][root][INFO] - Epoch 6, Itrs 7300/30000, Loss=0.283152
[2021-06-15 01:32:46,840][root][INFO] - Epoch 7, Itrs 7310/30000, Loss=0.258562
[2021-06-15 01:32:49,907][root][INFO] - Epoch 7, Itrs 7320/30000, Loss=0.278704
[2021-06-15 01:32:52,545][root][INFO] - Epoch 7, Itrs 7330/30000, Loss=0.262789
[2021-06-15 01:32:55,271][root][INFO] - Epoch 7, Itrs 7340/30000, Loss=0.243749
[2021-06-15 01:32:57,898][root][INFO] - Epoch 7, Itrs 7350/30000, Loss=0.247373
[2021-06-15 01:33:00,538][root][INFO] - Epoch 7, Itrs 7360/30000, Loss=0.248507
[2021-06-15 01:33:03,254][root][INFO] - Epoch 7, Itrs 7370/30000, Loss=0.259306
[2021-06-15 01:33:05,885][root][INFO] - Epoch 7, Itrs 7380/30000, Loss=0.254161
[2021-06-15 01:33:08,586][root][INFO] - Epoch 7, Itrs 7390/30000, Loss=0.261613
[2021-06-15 01:33:11,223][root][INFO] - Epoch 7, Itrs 7400/30000, Loss=0.269522
[2021-06-15 01:33:13,926][root][INFO] - Epoch 7, Itrs 7410/30000, Loss=0.248587
[2021-06-15 01:33:16,532][root][INFO] - Epoch 7, Itrs 7420/30000, Loss=0.260632
[2021-06-15 01:33:19,138][root][INFO] - Epoch 7, Itrs 7430/30000, Loss=0.243319
[2021-06-15 01:33:21,798][root][INFO] - Epoch 7, Itrs 7440/30000, Loss=0.227555
[2021-06-15 01:33:24,386][root][INFO] - Epoch 7, Itrs 7450/30000, Loss=0.270548
[2021-06-15 01:33:27,120][root][INFO] - Epoch 7, Itrs 7460/30000, Loss=0.243860
[2021-06-15 01:33:29,738][root][INFO] - Epoch 7, Itrs 7470/30000, Loss=0.245419
[2021-06-15 01:33:32,445][root][INFO] - Epoch 7, Itrs 7480/30000, Loss=0.290667
[2021-06-15 01:33:35,008][root][INFO] - Epoch 7, Itrs 7490/30000, Loss=0.278446
[2021-06-15 01:33:37,686][root][INFO] - Epoch 7, Itrs 7500/30000, Loss=0.255217
[2021-06-15 01:33:40,358][root][INFO] - Epoch 7, Itrs 7510/30000, Loss=0.234467
[2021-06-15 01:33:43,066][root][INFO] - Epoch 7, Itrs 7520/30000, Loss=0.265461
[2021-06-15 01:33:45,650][root][INFO] - Epoch 7, Itrs 7530/30000, Loss=0.244746
[2021-06-15 01:33:48,333][root][INFO] - Epoch 7, Itrs 7540/30000, Loss=0.276781
[2021-06-15 01:33:51,006][root][INFO] - Epoch 7, Itrs 7550/30000, Loss=0.237548
[2021-06-15 01:33:53,727][root][INFO] - Epoch 7, Itrs 7560/30000, Loss=0.265966
[2021-06-15 01:33:56,285][root][INFO] - Epoch 7, Itrs 7570/30000, Loss=0.263845
[2021-06-15 01:33:58,962][root][INFO] - Epoch 7, Itrs 7580/30000, Loss=0.262045
[2021-06-15 01:34:01,611][root][INFO] - Epoch 7, Itrs 7590/30000, Loss=0.253404
[2021-06-15 01:34:04,398][root][INFO] - Epoch 7, Itrs 7600/30000, Loss=0.283317
[2021-06-15 01:34:07,013][root][INFO] - Epoch 7, Itrs 7610/30000, Loss=0.247919
[2021-06-15 01:34:09,684][root][INFO] - Epoch 7, Itrs 7620/30000, Loss=0.272408
[2021-06-15 01:34:12,361][root][INFO] - Epoch 7, Itrs 7630/30000, Loss=0.287957
[2021-06-15 01:34:15,041][root][INFO] - Epoch 7, Itrs 7640/30000, Loss=0.289012
[2021-06-15 01:34:17,631][root][INFO] - Epoch 7, Itrs 7650/30000, Loss=0.260906
[2021-06-15 01:34:20,239][root][INFO] - Epoch 7, Itrs 7660/30000, Loss=0.255982
[2021-06-15 01:34:22,939][root][INFO] - Epoch 7, Itrs 7670/30000, Loss=0.282300
[2021-06-15 01:34:25,474][root][INFO] - Epoch 7, Itrs 7680/30000, Loss=0.246428
[2021-06-15 01:34:28,130][root][INFO] - Epoch 7, Itrs 7690/30000, Loss=0.268357
[2021-06-15 01:34:30,744][root][INFO] - Epoch 7, Itrs 7700/30000, Loss=0.259891
[2021-06-15 01:34:33,437][root][INFO] - Epoch 7, Itrs 7710/30000, Loss=0.255860
[2021-06-15 01:34:36,119][root][INFO] - Epoch 7, Itrs 7720/30000, Loss=0.272313
[2021-06-15 01:34:38,850][root][INFO] - Epoch 7, Itrs 7730/30000, Loss=0.273081
[2021-06-15 01:34:41,437][root][INFO] - Epoch 7, Itrs 7740/30000, Loss=0.275098
[2021-06-15 01:34:44,114][root][INFO] - Epoch 7, Itrs 7750/30000, Loss=0.258258
[2021-06-15 01:34:46,835][root][INFO] - Epoch 7, Itrs 7760/30000, Loss=0.258041
[2021-06-15 01:34:49,496][root][INFO] - Epoch 7, Itrs 7770/30000, Loss=0.258773
[2021-06-15 01:34:52,113][root][INFO] - Epoch 7, Itrs 7780/30000, Loss=0.252889
[2021-06-15 01:34:54,649][root][INFO] - Epoch 7, Itrs 7790/30000, Loss=0.261690
[2021-06-15 01:34:57,412][root][INFO] - Epoch 7, Itrs 7800/30000, Loss=0.245744
[2021-06-15 01:35:00,061][root][INFO] - Epoch 7, Itrs 7810/30000, Loss=0.267816
[2021-06-15 01:35:02,808][root][INFO] - Epoch 7, Itrs 7820/30000, Loss=0.253848
[2021-06-15 01:35:05,433][root][INFO] - Epoch 7, Itrs 7830/30000, Loss=0.240627
[2021-06-15 01:35:08,022][root][INFO] - Epoch 7, Itrs 7840/30000, Loss=0.266240
[2021-06-15 01:35:10,740][root][INFO] - Epoch 7, Itrs 7850/30000, Loss=0.245632
[2021-06-15 01:35:13,338][root][INFO] - Epoch 7, Itrs 7860/30000, Loss=0.253614
[2021-06-15 01:35:15,993][root][INFO] - Epoch 7, Itrs 7870/30000, Loss=0.266018
[2021-06-15 01:35:18,632][root][INFO] - Epoch 7, Itrs 7880/30000, Loss=0.256734
[2021-06-15 01:35:21,325][root][INFO] - Epoch 7, Itrs 7890/30000, Loss=0.275167
[2021-06-15 01:35:24,077][root][INFO] - Epoch 7, Itrs 7900/30000, Loss=0.277414
[2021-06-15 01:35:26,653][root][INFO] - Epoch 7, Itrs 7910/30000, Loss=0.271956
[2021-06-15 01:35:29,302][root][INFO] - Epoch 7, Itrs 7920/30000, Loss=0.258653
[2021-06-15 01:35:32,008][root][INFO] - Epoch 7, Itrs 7930/30000, Loss=0.248633
[2021-06-15 01:35:34,693][root][INFO] - Epoch 7, Itrs 7940/30000, Loss=0.259741
[2021-06-15 01:35:37,394][root][INFO] - Epoch 7, Itrs 7950/30000, Loss=0.252586
[2021-06-15 01:35:40,026][root][INFO] - Epoch 7, Itrs 7960/30000, Loss=0.269786
[2021-06-15 01:35:42,676][root][INFO] - Epoch 7, Itrs 7970/30000, Loss=0.265717
[2021-06-15 01:35:45,312][root][INFO] - Epoch 7, Itrs 7980/30000, Loss=0.291108
[2021-06-15 01:35:48,032][root][INFO] - Epoch 7, Itrs 7990/30000, Loss=0.258947
[2021-06-15 01:35:50,686][root][INFO] - Epoch 7, Itrs 8000/30000, Loss=0.244512
[2021-06-15 01:35:53,288][root][INFO] - Epoch 7, Itrs 8010/30000, Loss=0.264047
[2021-06-15 01:35:55,982][root][INFO] - Epoch 7, Itrs 8020/30000, Loss=0.277992
[2021-06-15 01:35:58,602][root][INFO] - Epoch 7, Itrs 8030/30000, Loss=0.263418
[2021-06-15 01:36:01,286][root][INFO] - Epoch 7, Itrs 8040/30000, Loss=0.294909
[2021-06-15 01:36:03,870][root][INFO] - Epoch 7, Itrs 8050/30000, Loss=0.249941
[2021-06-15 01:36:06,596][root][INFO] - Epoch 7, Itrs 8060/30000, Loss=0.266944
[2021-06-15 01:36:09,278][root][INFO] - Epoch 7, Itrs 8070/30000, Loss=0.254891
[2021-06-15 01:36:11,916][root][INFO] - Epoch 7, Itrs 8080/30000, Loss=0.275877
[2021-06-15 01:36:14,684][root][INFO] - Epoch 7, Itrs 8090/30000, Loss=0.256309
[2021-06-15 01:36:17,363][root][INFO] - Epoch 7, Itrs 8100/30000, Loss=0.234422
[2021-06-15 01:36:19,962][root][INFO] - Epoch 7, Itrs 8110/30000, Loss=0.254591
[2021-06-15 01:36:22,596][root][INFO] - Epoch 7, Itrs 8120/30000, Loss=0.236998
[2021-06-15 01:36:25,283][root][INFO] - Epoch 7, Itrs 8130/30000, Loss=0.258933
[2021-06-15 01:36:27,940][root][INFO] - Epoch 7, Itrs 8140/30000, Loss=0.248576
[2021-06-15 01:36:30,535][root][INFO] - Epoch 7, Itrs 8150/30000, Loss=0.236880
[2021-06-15 01:36:33,262][root][INFO] - Epoch 7, Itrs 8160/30000, Loss=0.285271
[2021-06-15 01:36:35,829][root][INFO] - Epoch 7, Itrs 8170/30000, Loss=0.254847
[2021-06-15 01:36:38,585][root][INFO] - Epoch 7, Itrs 8180/30000, Loss=0.250197
[2021-06-15 01:36:41,220][root][INFO] - Epoch 7, Itrs 8190/30000, Loss=0.257359
[2021-06-15 01:36:44,010][root][INFO] - Epoch 7, Itrs 8200/30000, Loss=0.273490
[2021-06-15 01:36:46,677][root][INFO] - Epoch 7, Itrs 8210/30000, Loss=0.243510
[2021-06-15 01:36:49,291][root][INFO] - Epoch 7, Itrs 8220/30000, Loss=0.274288
[2021-06-15 01:36:51,837][root][INFO] - Epoch 7, Itrs 8230/30000, Loss=0.267181
[2021-06-15 01:36:54,463][root][INFO] - Epoch 7, Itrs 8240/30000, Loss=0.275728
[2021-06-15 01:36:57,099][root][INFO] - Epoch 7, Itrs 8250/30000, Loss=0.292862
[2021-06-15 01:36:59,728][root][INFO] - Epoch 7, Itrs 8260/30000, Loss=0.261458
[2021-06-15 01:37:02,558][root][INFO] - Epoch 7, Itrs 8270/30000, Loss=0.276918
[2021-06-15 01:37:05,210][root][INFO] - Epoch 7, Itrs 8280/30000, Loss=0.260149
[2021-06-15 01:37:07,840][root][INFO] - Epoch 7, Itrs 8290/30000, Loss=0.267902
[2021-06-15 01:37:10,511][root][INFO] - Epoch 7, Itrs 8300/30000, Loss=0.293233
[2021-06-15 01:37:13,187][root][INFO] - Epoch 7, Itrs 8310/30000, Loss=0.243454
[2021-06-15 01:37:15,785][root][INFO] - Epoch 7, Itrs 8320/30000, Loss=0.261475
[2021-06-15 01:37:18,406][root][INFO] - Epoch 7, Itrs 8330/30000, Loss=0.283634
[2021-06-15 01:37:21,037][root][INFO] - Epoch 7, Itrs 8340/30000, Loss=0.265652
[2021-06-15 01:37:23,613][root][INFO] - Epoch 7, Itrs 8350/30000, Loss=0.265069
[2021-06-15 01:37:26,341][root][INFO] - Epoch 7, Itrs 8360/30000, Loss=0.286761
[2021-06-15 01:37:29,044][root][INFO] - Epoch 7, Itrs 8370/30000, Loss=0.301399
[2021-06-15 01:37:31,744][root][INFO] - Epoch 7, Itrs 8380/30000, Loss=0.279499
[2021-06-15 01:37:34,282][root][INFO] - Epoch 7, Itrs 8390/30000, Loss=0.269299
[2021-06-15 01:37:37,039][root][INFO] - Epoch 7, Itrs 8400/30000, Loss=0.270080
[2021-06-15 01:37:39,691][root][INFO] - Epoch 7, Itrs 8410/30000, Loss=0.251050
[2021-06-15 01:37:42,306][root][INFO] - Epoch 7, Itrs 8420/30000, Loss=0.246957
[2021-06-15 01:37:44,960][root][INFO] - Epoch 7, Itrs 8430/30000, Loss=0.268863
[2021-06-15 01:37:47,618][root][INFO] - Epoch 7, Itrs 8440/30000, Loss=0.266066
[2021-06-15 01:37:50,264][root][INFO] - Epoch 7, Itrs 8450/30000, Loss=0.264299
[2021-06-15 01:37:52,956][root][INFO] - Epoch 7, Itrs 8460/30000, Loss=0.247098
[2021-06-15 01:37:55,632][root][INFO] - Epoch 7, Itrs 8470/30000, Loss=0.261626
[2021-06-15 01:37:58,234][root][INFO] - Epoch 7, Itrs 8480/30000, Loss=0.256836
[2021-06-15 01:38:00,924][root][INFO] - Epoch 7, Itrs 8490/30000, Loss=0.309388
[2021-06-15 01:38:03,565][root][INFO] - Epoch 7, Itrs 8500/30000, Loss=0.239901
[2021-06-15 01:38:06,101][root][INFO] - Epoch 7, Itrs 8510/30000, Loss=0.232859
[2021-06-15 01:38:10,730][root][INFO] - Epoch 8, Itrs 8520/30000, Loss=0.255451
[2021-06-15 01:38:13,620][root][INFO] - Epoch 8, Itrs 8530/30000, Loss=0.243881
[2021-06-15 01:38:16,532][root][INFO] - Epoch 8, Itrs 8540/30000, Loss=0.226823
[2021-06-15 01:38:19,482][root][INFO] - Epoch 8, Itrs 8550/30000, Loss=0.243896
[2021-06-15 01:38:22,285][root][INFO] - Epoch 8, Itrs 8560/30000, Loss=0.229535
[2021-06-15 01:38:24,976][root][INFO] - Epoch 8, Itrs 8570/30000, Loss=0.253044
[2021-06-15 01:38:27,667][root][INFO] - Epoch 8, Itrs 8580/30000, Loss=0.240391
[2021-06-15 01:38:30,197][root][INFO] - Epoch 8, Itrs 8590/30000, Loss=0.229153
[2021-06-15 01:38:33,063][root][INFO] - Epoch 8, Itrs 8600/30000, Loss=0.226882
[2021-06-15 01:38:35,785][root][INFO] - Epoch 8, Itrs 8610/30000, Loss=0.229716
[2021-06-15 01:38:38,575][root][INFO] - Epoch 8, Itrs 8620/30000, Loss=0.253894
[2021-06-15 01:38:41,235][root][INFO] - Epoch 8, Itrs 8630/30000, Loss=0.228541
[2021-06-15 01:38:44,012][root][INFO] - Epoch 8, Itrs 8640/30000, Loss=0.252173
[2021-06-15 01:38:46,627][root][INFO] - Epoch 8, Itrs 8650/30000, Loss=0.236423
[2021-06-15 01:38:49,236][root][INFO] - Epoch 8, Itrs 8660/30000, Loss=0.235865
[2021-06-15 01:38:51,982][root][INFO] - Epoch 8, Itrs 8670/30000, Loss=0.248786
[2021-06-15 01:38:54,655][root][INFO] - Epoch 8, Itrs 8680/30000, Loss=0.237496
[2021-06-15 01:38:57,298][root][INFO] - Epoch 8, Itrs 8690/30000, Loss=0.236590
[2021-06-15 01:39:00,017][root][INFO] - Epoch 8, Itrs 8700/30000, Loss=0.245118
[2021-06-15 01:39:02,616][root][INFO] - Epoch 8, Itrs 8710/30000, Loss=0.219717
[2021-06-15 01:39:05,366][root][INFO] - Epoch 8, Itrs 8720/30000, Loss=0.240914
[2021-06-15 01:39:08,007][root][INFO] - Epoch 8, Itrs 8730/30000, Loss=0.237085
[2021-06-15 01:39:10,670][root][INFO] - Epoch 8, Itrs 8740/30000, Loss=0.264774
[2021-06-15 01:39:13,332][root][INFO] - Epoch 8, Itrs 8750/30000, Loss=0.251145
[2021-06-15 01:39:15,975][root][INFO] - Epoch 8, Itrs 8760/30000, Loss=0.234156
[2021-06-15 01:39:18,686][root][INFO] - Epoch 8, Itrs 8770/30000, Loss=0.242773
[2021-06-15 01:39:21,329][root][INFO] - Epoch 8, Itrs 8780/30000, Loss=0.240209
[2021-06-15 01:39:23,919][root][INFO] - Epoch 8, Itrs 8790/30000, Loss=0.245859
[2021-06-15 01:39:26,510][root][INFO] - Epoch 8, Itrs 8800/30000, Loss=0.236519
[2021-06-15 01:39:29,351][root][INFO] - Epoch 8, Itrs 8810/30000, Loss=0.222374
[2021-06-15 01:39:32,028][root][INFO] - Epoch 8, Itrs 8820/30000, Loss=0.238785
[2021-06-15 01:39:34,692][root][INFO] - Epoch 8, Itrs 8830/30000, Loss=0.264647
[2021-06-15 01:39:37,321][root][INFO] - Epoch 8, Itrs 8840/30000, Loss=0.267954
[2021-06-15 01:39:39,988][root][INFO] - Epoch 8, Itrs 8850/30000, Loss=0.245948
[2021-06-15 01:39:42,563][root][INFO] - Epoch 8, Itrs 8860/30000, Loss=0.231626
[2021-06-15 01:39:45,366][root][INFO] - Epoch 8, Itrs 8870/30000, Loss=0.298398
[2021-06-15 01:39:47,994][root][INFO] - Epoch 8, Itrs 8880/30000, Loss=0.240949
[2021-06-15 01:39:50,656][root][INFO] - Epoch 8, Itrs 8890/30000, Loss=0.230850
[2021-06-15 01:39:53,407][root][INFO] - Epoch 8, Itrs 8900/30000, Loss=0.233866
[2021-06-15 01:39:56,119][root][INFO] - Epoch 8, Itrs 8910/30000, Loss=0.239346
[2021-06-15 01:39:58,678][root][INFO] - Epoch 8, Itrs 8920/30000, Loss=0.228370
[2021-06-15 01:40:01,365][root][INFO] - Epoch 8, Itrs 8930/30000, Loss=0.230704
[2021-06-15 01:40:04,016][root][INFO] - Epoch 8, Itrs 8940/30000, Loss=0.243970
[2021-06-15 01:40:06,737][root][INFO] - Epoch 8, Itrs 8950/30000, Loss=0.246310
[2021-06-15 01:40:09,467][root][INFO] - Epoch 8, Itrs 8960/30000, Loss=0.235532
[2021-06-15 01:40:12,097][root][INFO] - Epoch 8, Itrs 8970/30000, Loss=0.258956
[2021-06-15 01:40:14,618][root][INFO] - Epoch 8, Itrs 8980/30000, Loss=0.241959
[2021-06-15 01:40:17,413][root][INFO] - Epoch 8, Itrs 8990/30000, Loss=0.226054
[2021-06-15 01:40:20,054][root][INFO] - Epoch 8, Itrs 9000/30000, Loss=0.248539
[2021-06-15 01:40:20,059][root][INFO] - validation...
[2021-06-15 01:40:22,148][root][INFO] - 0/340
[2021-06-15 01:40:22,305][root][INFO] - 1/340
[2021-06-15 01:40:22,527][root][INFO] - 2/340
[2021-06-15 01:40:22,824][root][INFO] - 3/340
[2021-06-15 01:40:23,093][root][INFO] - 4/340
[2021-06-15 01:40:23,313][root][INFO] - 5/340
[2021-06-15 01:40:23,561][root][INFO] - 6/340
[2021-06-15 01:40:23,766][root][INFO] - 7/340
[2021-06-15 01:40:23,929][root][INFO] - 8/340
[2021-06-15 01:40:24,079][root][INFO] - 9/340
[2021-06-15 01:40:24,208][root][INFO] - 10/340
[2021-06-15 01:40:24,340][root][INFO] - 11/340
[2021-06-15 01:40:24,482][root][INFO] - 12/340
[2021-06-15 01:40:24,619][root][INFO] - 13/340
[2021-06-15 01:40:24,787][root][INFO] - 14/340
[2021-06-15 01:40:24,898][root][INFO] - 15/340
[2021-06-15 01:40:25,076][root][INFO] - 16/340
[2021-06-15 01:40:25,238][root][INFO] - 17/340
[2021-06-15 01:40:25,479][root][INFO] - 18/340
[2021-06-15 01:40:26,103][root][INFO] - 19/340
[2021-06-15 01:40:26,298][root][INFO] - 20/340
[2021-06-15 01:40:26,470][root][INFO] - 21/340
[2021-06-15 01:40:26,630][root][INFO] - 22/340
[2021-06-15 01:40:26,866][root][INFO] - 23/340
[2021-06-15 01:40:27,045][root][INFO] - 24/340
[2021-06-15 01:40:27,211][root][INFO] - 25/340
[2021-06-15 01:40:27,393][root][INFO] - 26/340
[2021-06-15 01:40:27,824][root][INFO] - 27/340
[2021-06-15 01:40:27,958][root][INFO] - 28/340
[2021-06-15 01:40:28,161][root][INFO] - 29/340
[2021-06-15 01:40:28,349][root][INFO] - 30/340
[2021-06-15 01:40:28,511][root][INFO] - 31/340
[2021-06-15 01:40:28,684][root][INFO] - 32/340
[2021-06-15 01:40:28,822][root][INFO] - 33/340
[2021-06-15 01:40:28,942][root][INFO] - 34/340
[2021-06-15 01:40:29,551][root][INFO] - 35/340
[2021-06-15 01:40:29,741][root][INFO] - 36/340
[2021-06-15 01:40:29,947][root][INFO] - 37/340
[2021-06-15 01:40:30,178][root][INFO] - 38/340
[2021-06-15 01:40:30,336][root][INFO] - 39/340
[2021-06-15 01:40:30,454][root][INFO] - 40/340
[2021-06-15 01:40:30,606][root][INFO] - 41/340
[2021-06-15 01:40:30,753][root][INFO] - 42/340
[2021-06-15 01:40:31,030][root][INFO] - 43/340
[2021-06-15 01:40:31,198][root][INFO] - 44/340
[2021-06-15 01:40:31,367][root][INFO] - 45/340
[2021-06-15 01:40:31,546][root][INFO] - 46/340
[2021-06-15 01:40:31,704][root][INFO] - 47/340
[2021-06-15 01:40:31,869][root][INFO] - 48/340
[2021-06-15 01:40:32,283][root][INFO] - 49/340
[2021-06-15 01:40:32,444][root][INFO] - 50/340
[2021-06-15 01:40:32,689][root][INFO] - 51/340
[2021-06-15 01:40:32,955][root][INFO] - 52/340
[2021-06-15 01:40:33,173][root][INFO] - 53/340
[2021-06-15 01:40:33,382][root][INFO] - 54/340
[2021-06-15 01:40:33,554][root][INFO] - 55/340
[2021-06-15 01:40:33,722][root][INFO] - 56/340
[2021-06-15 01:40:34,011][root][INFO] - 57/340
[2021-06-15 01:40:34,208][root][INFO] - 58/340
[2021-06-15 01:40:34,385][root][INFO] - 59/340
[2021-06-15 01:40:34,584][root][INFO] - 60/340
[2021-06-15 01:40:34,784][root][INFO] - 61/340
[2021-06-15 01:40:34,948][root][INFO] - 62/340
[2021-06-15 01:40:35,092][root][INFO] - 63/340
[2021-06-15 01:40:35,189][root][INFO] - 64/340
[2021-06-15 01:40:35,500][root][INFO] - 65/340
[2021-06-15 01:40:35,652][root][INFO] - 66/340
[2021-06-15 01:40:35,787][root][INFO] - 67/340
[2021-06-15 01:40:35,915][root][INFO] - 68/340
[2021-06-15 01:40:36,131][root][INFO] - 69/340
[2021-06-15 01:40:36,317][root][INFO] - 70/340
[2021-06-15 01:40:36,512][root][INFO] - 71/340
[2021-06-15 01:40:36,635][root][INFO] - 72/340
[2021-06-15 01:40:37,069][root][INFO] - 73/340
[2021-06-15 01:40:37,236][root][INFO] - 74/340
[2021-06-15 01:40:37,392][root][INFO] - 75/340
[2021-06-15 01:40:37,562][root][INFO] - 76/340
[2021-06-15 01:40:37,992][root][INFO] - 77/340
[2021-06-15 01:40:38,113][root][INFO] - 78/340
[2021-06-15 01:40:38,233][root][INFO] - 79/340
[2021-06-15 01:40:38,357][root][INFO] - 80/340
[2021-06-15 01:40:38,845][root][INFO] - 81/340
[2021-06-15 01:40:39,087][root][INFO] - 82/340
[2021-06-15 01:40:39,250][root][INFO] - 83/340
[2021-06-15 01:40:39,359][root][INFO] - 84/340
[2021-06-15 01:40:39,700][root][INFO] - 85/340
[2021-06-15 01:40:39,833][root][INFO] - 86/340
[2021-06-15 01:40:39,943][root][INFO] - 87/340
[2021-06-15 01:40:40,085][root][INFO] - 88/340
[2021-06-15 01:40:40,240][root][INFO] - 89/340
[2021-06-15 01:40:40,483][root][INFO] - 90/340
[2021-06-15 01:40:40,706][root][INFO] - 91/340
[2021-06-15 01:40:40,885][root][INFO] - 92/340
[2021-06-15 01:40:41,305][root][INFO] - 93/340
[2021-06-15 01:40:41,474][root][INFO] - 94/340
[2021-06-15 01:40:41,626][root][INFO] - 95/340
[2021-06-15 01:40:41,792][root][INFO] - 96/340
[2021-06-15 01:40:41,934][root][INFO] - 97/340
[2021-06-15 01:40:42,197][root][INFO] - 98/340
[2021-06-15 01:40:42,418][root][INFO] - 99/340
[2021-06-15 01:40:42,680][root][INFO] - 100/340
[2021-06-15 01:40:42,922][root][INFO] - 101/340
[2021-06-15 01:40:43,142][root][INFO] - 102/340
[2021-06-15 01:40:43,305][root][INFO] - 103/340
[2021-06-15 01:40:43,526][root][INFO] - 104/340
[2021-06-15 01:40:43,762][root][INFO] - 105/340
[2021-06-15 01:40:44,026][root][INFO] - 106/340
[2021-06-15 01:40:44,342][root][INFO] - 107/340
[2021-06-15 01:40:44,530][root][INFO] - 108/340
[2021-06-15 01:40:44,784][root][INFO] - 109/340
[2021-06-15 01:40:45,010][root][INFO] - 110/340
[2021-06-15 01:40:45,257][root][INFO] - 111/340
[2021-06-15 01:40:45,445][root][INFO] - 112/340
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[2021-06-15 01:41:30,658][root][INFO] - miou: 0.6018036762965434
[2021-06-15 01:41:33,124][root][INFO] - Epoch 8, Itrs 9010/30000, Loss=0.237801
[2021-06-15 01:41:35,724][root][INFO] - Epoch 8, Itrs 9020/30000, Loss=0.236526
[2021-06-15 01:41:38,438][root][INFO] - Epoch 8, Itrs 9030/30000, Loss=0.251929
[2021-06-15 01:41:41,017][root][INFO] - Epoch 8, Itrs 9040/30000, Loss=0.233439
[2021-06-15 01:41:43,714][root][INFO] - Epoch 8, Itrs 9050/30000, Loss=0.257003
[2021-06-15 01:41:46,435][root][INFO] - Epoch 8, Itrs 9060/30000, Loss=0.257919
[2021-06-15 01:41:48,908][root][INFO] - Epoch 8, Itrs 9070/30000, Loss=0.248748
[2021-06-15 01:41:51,590][root][INFO] - Epoch 8, Itrs 9080/30000, Loss=0.245202
[2021-06-15 01:41:54,211][root][INFO] - Epoch 8, Itrs 9090/30000, Loss=0.232398
[2021-06-15 01:41:56,759][root][INFO] - Epoch 8, Itrs 9100/30000, Loss=0.253060
[2021-06-15 01:41:59,410][root][INFO] - Epoch 8, Itrs 9110/30000, Loss=0.245198
[2021-06-15 01:42:02,046][root][INFO] - Epoch 8, Itrs 9120/30000, Loss=0.246269
[2021-06-15 01:42:04,843][root][INFO] - Epoch 8, Itrs 9130/30000, Loss=0.243786
[2021-06-15 01:42:07,429][root][INFO] - Epoch 8, Itrs 9140/30000, Loss=0.268532
[2021-06-15 01:42:10,069][root][INFO] - Epoch 8, Itrs 9150/30000, Loss=0.214379
[2021-06-15 01:42:12,712][root][INFO] - Epoch 8, Itrs 9160/30000, Loss=0.224714
[2021-06-15 01:42:15,439][root][INFO] - Epoch 8, Itrs 9170/30000, Loss=0.261281
[2021-06-15 01:42:18,050][root][INFO] - Epoch 8, Itrs 9180/30000, Loss=0.263276
[2021-06-15 01:42:20,658][root][INFO] - Epoch 8, Itrs 9190/30000, Loss=0.223803
[2021-06-15 01:42:23,270][root][INFO] - Epoch 8, Itrs 9200/30000, Loss=0.241936
[2021-06-15 01:42:25,897][root][INFO] - Epoch 8, Itrs 9210/30000, Loss=0.240760
[2021-06-15 01:42:28,731][root][INFO] - Epoch 8, Itrs 9220/30000, Loss=0.247727
[2021-06-15 01:42:31,345][root][INFO] - Epoch 8, Itrs 9230/30000, Loss=0.255235
[2021-06-15 01:42:33,968][root][INFO] - Epoch 8, Itrs 9240/30000, Loss=0.242789
[2021-06-15 01:42:36,624][root][INFO] - Epoch 8, Itrs 9250/30000, Loss=0.240945
[2021-06-15 01:42:39,226][root][INFO] - Epoch 8, Itrs 9260/30000, Loss=0.232475
[2021-06-15 01:42:41,863][root][INFO] - Epoch 8, Itrs 9270/30000, Loss=0.270305
[2021-06-15 01:42:44,539][root][INFO] - Epoch 8, Itrs 9280/30000, Loss=0.249655
[2021-06-15 01:42:47,223][root][INFO] - Epoch 8, Itrs 9290/30000, Loss=0.242418
[2021-06-15 01:42:49,866][root][INFO] - Epoch 8, Itrs 9300/30000, Loss=0.255592
[2021-06-15 01:42:52,557][root][INFO] - Epoch 8, Itrs 9310/30000, Loss=0.247463
[2021-06-15 01:42:55,219][root][INFO] - Epoch 8, Itrs 9320/30000, Loss=0.232858
[2021-06-15 01:42:57,895][root][INFO] - Epoch 8, Itrs 9330/30000, Loss=0.232890
[2021-06-15 01:43:00,529][root][INFO] - Epoch 8, Itrs 9340/30000, Loss=0.260133
[2021-06-15 01:43:03,113][root][INFO] - Epoch 8, Itrs 9350/30000, Loss=0.227404
[2021-06-15 01:43:05,846][root][INFO] - Epoch 8, Itrs 9360/30000, Loss=0.246248
[2021-06-15 01:43:08,486][root][INFO] - Epoch 8, Itrs 9370/30000, Loss=0.252327
[2021-06-15 01:43:11,119][root][INFO] - Epoch 8, Itrs 9380/30000, Loss=0.250707
[2021-06-15 01:43:13,774][root][INFO] - Epoch 8, Itrs 9390/30000, Loss=0.251441
[2021-06-15 01:43:16,392][root][INFO] - Epoch 8, Itrs 9400/30000, Loss=0.270084
[2021-06-15 01:43:19,074][root][INFO] - Epoch 8, Itrs 9410/30000, Loss=0.245702
[2021-06-15 01:43:21,754][root][INFO] - Epoch 8, Itrs 9420/30000, Loss=0.217872
[2021-06-15 01:43:24,318][root][INFO] - Epoch 8, Itrs 9430/30000, Loss=0.250008
[2021-06-15 01:43:27,050][root][INFO] - Epoch 8, Itrs 9440/30000, Loss=0.252834
[2021-06-15 01:43:29,681][root][INFO] - Epoch 8, Itrs 9450/30000, Loss=0.240945
[2021-06-15 01:43:32,312][root][INFO] - Epoch 8, Itrs 9460/30000, Loss=0.260702
[2021-06-15 01:43:34,986][root][INFO] - Epoch 8, Itrs 9470/30000, Loss=0.256461
[2021-06-15 01:43:37,653][root][INFO] - Epoch 8, Itrs 9480/30000, Loss=0.254022
[2021-06-15 01:43:40,310][root][INFO] - Epoch 8, Itrs 9490/30000, Loss=0.268610
[2021-06-15 01:43:43,021][root][INFO] - Epoch 8, Itrs 9500/30000, Loss=0.245985
[2021-06-15 01:43:45,620][root][INFO] - Epoch 8, Itrs 9510/30000, Loss=0.235377
[2021-06-15 01:43:48,234][root][INFO] - Epoch 8, Itrs 9520/30000, Loss=0.241125
[2021-06-15 01:43:50,896][root][INFO] - Epoch 8, Itrs 9530/30000, Loss=0.248059
[2021-06-15 01:43:53,649][root][INFO] - Epoch 8, Itrs 9540/30000, Loss=0.248113
[2021-06-15 01:43:56,282][root][INFO] - Epoch 8, Itrs 9550/30000, Loss=0.260682
[2021-06-15 01:43:58,956][root][INFO] - Epoch 8, Itrs 9560/30000, Loss=0.259158
[2021-06-15 01:44:01,683][root][INFO] - Epoch 8, Itrs 9570/30000, Loss=0.241185
[2021-06-15 01:44:04,311][root][INFO] - Epoch 8, Itrs 9580/30000, Loss=0.259022
[2021-06-15 01:44:06,966][root][INFO] - Epoch 8, Itrs 9590/30000, Loss=0.235249
[2021-06-15 01:44:09,652][root][INFO] - Epoch 8, Itrs 9600/30000, Loss=0.261261
[2021-06-15 01:44:12,222][root][INFO] - Epoch 8, Itrs 9610/30000, Loss=0.256483
[2021-06-15 01:44:14,964][root][INFO] - Epoch 8, Itrs 9620/30000, Loss=0.228253
[2021-06-15 01:44:17,577][root][INFO] - Epoch 8, Itrs 9630/30000, Loss=0.230803
[2021-06-15 01:44:20,086][root][INFO] - Epoch 8, Itrs 9640/30000, Loss=0.241722
[2021-06-15 01:44:22,684][root][INFO] - Epoch 8, Itrs 9650/30000, Loss=0.254161
[2021-06-15 01:44:25,558][root][INFO] - Epoch 8, Itrs 9660/30000, Loss=0.246447
[2021-06-15 01:44:28,197][root][INFO] - Epoch 8, Itrs 9670/30000, Loss=0.264428
[2021-06-15 01:44:30,920][root][INFO] - Epoch 8, Itrs 9680/30000, Loss=0.271372
[2021-06-15 01:44:33,573][root][INFO] - Epoch 8, Itrs 9690/30000, Loss=0.213085
[2021-06-15 01:44:36,311][root][INFO] - Epoch 8, Itrs 9700/30000, Loss=0.268139
[2021-06-15 01:44:38,951][root][INFO] - Epoch 8, Itrs 9710/30000, Loss=0.237697
[2021-06-15 01:44:41,534][root][INFO] - Epoch 8, Itrs 9720/30000, Loss=0.254309
[2021-06-15 01:44:43,959][root][INFO] - Epoch 8, Itrs 9730/30000, Loss=0.259884
[2021-06-15 01:44:49,110][root][INFO] - Epoch 9, Itrs 9740/30000, Loss=0.234684
[2021-06-15 01:44:51,918][root][INFO] - Epoch 9, Itrs 9750/30000, Loss=0.239099
[2021-06-15 01:44:54,899][root][INFO] - Epoch 9, Itrs 9760/30000, Loss=0.217361
[2021-06-15 01:44:57,773][root][INFO] - Epoch 9, Itrs 9770/30000, Loss=0.219401
[2021-06-15 01:45:00,309][root][INFO] - Epoch 9, Itrs 9780/30000, Loss=0.240868
[2021-06-15 01:45:02,952][root][INFO] - Epoch 9, Itrs 9790/30000, Loss=0.234219
[2021-06-15 01:45:05,654][root][INFO] - Epoch 9, Itrs 9800/30000, Loss=0.211266
[2021-06-15 01:45:08,332][root][INFO] - Epoch 9, Itrs 9810/30000, Loss=0.214167
[2021-06-15 01:45:11,099][root][INFO] - Epoch 9, Itrs 9820/30000, Loss=0.221571
[2021-06-15 01:45:13,650][root][INFO] - Epoch 9, Itrs 9830/30000, Loss=0.201688
[2021-06-15 01:45:16,363][root][INFO] - Epoch 9, Itrs 9840/30000, Loss=0.212165
[2021-06-15 01:45:18,981][root][INFO] - Epoch 9, Itrs 9850/30000, Loss=0.211206
[2021-06-15 01:45:21,582][root][INFO] - Epoch 9, Itrs 9860/30000, Loss=0.240373
[2021-06-15 01:45:24,142][root][INFO] - Epoch 9, Itrs 9870/30000, Loss=0.210673
[2021-06-15 01:45:26,744][root][INFO] - Epoch 9, Itrs 9880/30000, Loss=0.222699
[2021-06-15 01:45:29,405][root][INFO] - Epoch 9, Itrs 9890/30000, Loss=0.244791
[2021-06-15 01:45:32,084][root][INFO] - Epoch 9, Itrs 9900/30000, Loss=0.247854
[2021-06-15 01:45:34,730][root][INFO] - Epoch 9, Itrs 9910/30000, Loss=0.236239
[2021-06-15 01:45:37,335][root][INFO] - Epoch 9, Itrs 9920/30000, Loss=0.239740
[2021-06-15 01:45:39,957][root][INFO] - Epoch 9, Itrs 9930/30000, Loss=0.233463
[2021-06-15 01:45:42,584][root][INFO] - Epoch 9, Itrs 9940/30000, Loss=0.228250
[2021-06-15 01:45:45,168][root][INFO] - Epoch 9, Itrs 9950/30000, Loss=0.236866
[2021-06-15 01:45:47,825][root][INFO] - Epoch 9, Itrs 9960/30000, Loss=0.225261
[2021-06-15 01:45:50,398][root][INFO] - Epoch 9, Itrs 9970/30000, Loss=0.235776
[2021-06-15 01:45:53,134][root][INFO] - Epoch 9, Itrs 9980/30000, Loss=0.252662
[2021-06-15 01:45:55,712][root][INFO] - Epoch 9, Itrs 9990/30000, Loss=0.212668
[2021-06-15 01:45:58,440][root][INFO] - Epoch 9, Itrs 10000/30000, Loss=0.257224
[2021-06-15 01:46:01,015][root][INFO] - Epoch 9, Itrs 10010/30000, Loss=0.218449
[2021-06-15 01:46:03,762][root][INFO] - Epoch 9, Itrs 10020/30000, Loss=0.241341
[2021-06-15 01:46:06,380][root][INFO] - Epoch 9, Itrs 10030/30000, Loss=0.214295
[2021-06-15 01:46:09,051][root][INFO] - Epoch 9, Itrs 10040/30000, Loss=0.229813
[2021-06-15 01:46:11,742][root][INFO] - Epoch 9, Itrs 10050/30000, Loss=0.229760
[2021-06-15 01:46:14,338][root][INFO] - Epoch 9, Itrs 10060/30000, Loss=0.224033
[2021-06-15 01:46:16,983][root][INFO] - Epoch 9, Itrs 10070/30000, Loss=0.231064
[2021-06-15 01:46:19,597][root][INFO] - Epoch 9, Itrs 10080/30000, Loss=0.245851
[2021-06-15 01:46:22,282][root][INFO] - Epoch 9, Itrs 10090/30000, Loss=0.230818
[2021-06-15 01:46:24,974][root][INFO] - Epoch 9, Itrs 10100/30000, Loss=0.252338
[2021-06-15 01:46:27,627][root][INFO] - Epoch 9, Itrs 10110/30000, Loss=0.242869
[2021-06-15 01:46:30,219][root][INFO] - Epoch 9, Itrs 10120/30000, Loss=0.231201
[2021-06-15 01:46:32,950][root][INFO] - Epoch 9, Itrs 10130/30000, Loss=0.246501
[2021-06-15 01:46:35,527][root][INFO] - Epoch 9, Itrs 10140/30000, Loss=0.252965
[2021-06-15 01:46:38,178][root][INFO] - Epoch 9, Itrs 10150/30000, Loss=0.232587
[2021-06-15 01:46:40,752][root][INFO] - Epoch 9, Itrs 10160/30000, Loss=0.230805
[2021-06-15 01:46:43,309][root][INFO] - Epoch 9, Itrs 10170/30000, Loss=0.231482
[2021-06-15 01:46:45,974][root][INFO] - Epoch 9, Itrs 10180/30000, Loss=0.226531
[2021-06-15 01:46:48,527][root][INFO] - Epoch 9, Itrs 10190/30000, Loss=0.216517
[2021-06-15 01:46:51,242][root][INFO] - Epoch 9, Itrs 10200/30000, Loss=0.246136
[2021-06-15 01:46:53,903][root][INFO] - Epoch 9, Itrs 10210/30000, Loss=0.241873
[2021-06-15 01:46:56,566][root][INFO] - Epoch 9, Itrs 10220/30000, Loss=0.239747
[2021-06-15 01:46:59,149][root][INFO] - Epoch 9, Itrs 10230/30000, Loss=0.227776
[2021-06-15 01:47:01,785][root][INFO] - Epoch 9, Itrs 10240/30000, Loss=0.229657
[2021-06-15 01:47:04,394][root][INFO] - Epoch 9, Itrs 10250/30000, Loss=0.228564
[2021-06-15 01:47:07,057][root][INFO] - Epoch 9, Itrs 10260/30000, Loss=0.220857
[2021-06-15 01:47:09,832][root][INFO] - Epoch 9, Itrs 10270/30000, Loss=0.227667
[2021-06-15 01:47:12,379][root][INFO] - Epoch 9, Itrs 10280/30000, Loss=0.239984
[2021-06-15 01:47:14,972][root][INFO] - Epoch 9, Itrs 10290/30000, Loss=0.230879
[2021-06-15 01:47:17,662][root][INFO] - Epoch 9, Itrs 10300/30000, Loss=0.226852
[2021-06-15 01:47:20,332][root][INFO] - Epoch 9, Itrs 10310/30000, Loss=0.223867
[2021-06-15 01:47:22,912][root][INFO] - Epoch 9, Itrs 10320/30000, Loss=0.220762
[2021-06-15 01:47:25,543][root][INFO] - Epoch 9, Itrs 10330/30000, Loss=0.234804
[2021-06-15 01:47:28,299][root][INFO] - Epoch 9, Itrs 10340/30000, Loss=0.226104
[2021-06-15 01:47:30,929][root][INFO] - Epoch 9, Itrs 10350/30000, Loss=0.243768
[2021-06-15 01:47:33,585][root][INFO] - Epoch 9, Itrs 10360/30000, Loss=0.226734
[2021-06-15 01:47:36,123][root][INFO] - Epoch 9, Itrs 10370/30000, Loss=0.198233
[2021-06-15 01:47:38,777][root][INFO] - Epoch 9, Itrs 10380/30000, Loss=0.219514
[2021-06-15 01:47:41,461][root][INFO] - Epoch 9, Itrs 10390/30000, Loss=0.225195
[2021-06-15 01:47:44,145][root][INFO] - Epoch 9, Itrs 10400/30000, Loss=0.209426
[2021-06-15 01:47:46,802][root][INFO] - Epoch 9, Itrs 10410/30000, Loss=0.237471
[2021-06-15 01:47:49,349][root][INFO] - Epoch 9, Itrs 10420/30000, Loss=0.250231
[2021-06-15 01:47:52,125][root][INFO] - Epoch 9, Itrs 10430/30000, Loss=0.223272
[2021-06-15 01:47:54,709][root][INFO] - Epoch 9, Itrs 10440/30000, Loss=0.236997
[2021-06-15 01:47:57,336][root][INFO] - Epoch 9, Itrs 10450/30000, Loss=0.224594
[2021-06-15 01:48:00,010][root][INFO] - Epoch 9, Itrs 10460/30000, Loss=0.229075
[2021-06-15 01:48:02,636][root][INFO] - Epoch 9, Itrs 10470/30000, Loss=0.226261
[2021-06-15 01:48:05,224][root][INFO] - Epoch 9, Itrs 10480/30000, Loss=0.238617
[2021-06-15 01:48:07,849][root][INFO] - Epoch 9, Itrs 10490/30000, Loss=0.250119
[2021-06-15 01:48:10,603][root][INFO] - Epoch 9, Itrs 10500/30000, Loss=0.230918
[2021-06-15 01:48:13,179][root][INFO] - Epoch 9, Itrs 10510/30000, Loss=0.228281
[2021-06-15 01:48:15,794][root][INFO] - Epoch 9, Itrs 10520/30000, Loss=0.228421
[2021-06-15 01:48:18,520][root][INFO] - Epoch 9, Itrs 10530/30000, Loss=0.211087
[2021-06-15 01:48:21,090][root][INFO] - Epoch 9, Itrs 10540/30000, Loss=0.247104
[2021-06-15 01:48:23,668][root][INFO] - Epoch 9, Itrs 10550/30000, Loss=0.252979
[2021-06-15 01:48:26,266][root][INFO] - Epoch 9, Itrs 10560/30000, Loss=0.225061
[2021-06-15 01:48:28,906][root][INFO] - Epoch 9, Itrs 10570/30000, Loss=0.224100
[2021-06-15 01:48:31,466][root][INFO] - Epoch 9, Itrs 10580/30000, Loss=0.215667
[2021-06-15 01:48:34,098][root][INFO] - Epoch 9, Itrs 10590/30000, Loss=0.260594
[2021-06-15 01:48:36,833][root][INFO] - Epoch 9, Itrs 10600/30000, Loss=0.232120
[2021-06-15 01:48:39,460][root][INFO] - Epoch 9, Itrs 10610/30000, Loss=0.235688
[2021-06-15 01:48:42,029][root][INFO] - Epoch 9, Itrs 10620/30000, Loss=0.221575
[2021-06-15 01:48:44,729][root][INFO] - Epoch 9, Itrs 10630/30000, Loss=0.230420
[2021-06-15 01:48:47,335][root][INFO] - Epoch 9, Itrs 10640/30000, Loss=0.229899
[2021-06-15 01:48:49,947][root][INFO] - Epoch 9, Itrs 10650/30000, Loss=0.225693
[2021-06-15 01:48:52,701][root][INFO] - Epoch 9, Itrs 10660/30000, Loss=0.239293
[2021-06-15 01:48:55,195][root][INFO] - Epoch 9, Itrs 10670/30000, Loss=0.206755
[2021-06-15 01:48:57,988][root][INFO] - Epoch 9, Itrs 10680/30000, Loss=0.244889
[2021-06-15 01:49:00,649][root][INFO] - Epoch 9, Itrs 10690/30000, Loss=0.227593
[2021-06-15 01:49:03,283][root][INFO] - Epoch 9, Itrs 10700/30000, Loss=0.229378
[2021-06-15 01:49:05,878][root][INFO] - Epoch 9, Itrs 10710/30000, Loss=0.219533
[2021-06-15 01:49:08,642][root][INFO] - Epoch 9, Itrs 10720/30000, Loss=0.212818
[2021-06-15 01:49:11,157][root][INFO] - Epoch 9, Itrs 10730/30000, Loss=0.223241
[2021-06-15 01:49:13,887][root][INFO] - Epoch 9, Itrs 10740/30000, Loss=0.253369
[2021-06-15 01:49:16,560][root][INFO] - Epoch 9, Itrs 10750/30000, Loss=0.206359
[2021-06-15 01:49:19,194][root][INFO] - Epoch 9, Itrs 10760/30000, Loss=0.214132
[2021-06-15 01:49:21,755][root][INFO] - Epoch 9, Itrs 10770/30000, Loss=0.230125
[2021-06-15 01:49:24,410][root][INFO] - Epoch 9, Itrs 10780/30000, Loss=0.234086
[2021-06-15 01:49:27,110][root][INFO] - Epoch 9, Itrs 10790/30000, Loss=0.227264
[2021-06-15 01:49:29,743][root][INFO] - Epoch 9, Itrs 10800/30000, Loss=0.257021
[2021-06-15 01:49:32,398][root][INFO] - Epoch 9, Itrs 10810/30000, Loss=0.248780
[2021-06-15 01:49:35,020][root][INFO] - Epoch 9, Itrs 10820/30000, Loss=0.231358
[2021-06-15 01:49:37,728][root][INFO] - Epoch 9, Itrs 10830/30000, Loss=0.238668
[2021-06-15 01:49:40,323][root][INFO] - Epoch 9, Itrs 10840/30000, Loss=0.219788
[2021-06-15 01:49:42,982][root][INFO] - Epoch 9, Itrs 10850/30000, Loss=0.216500
[2021-06-15 01:49:45,610][root][INFO] - Epoch 9, Itrs 10860/30000, Loss=0.218511
[2021-06-15 01:49:48,251][root][INFO] - Epoch 9, Itrs 10870/30000, Loss=0.248494
[2021-06-15 01:49:50,975][root][INFO] - Epoch 9, Itrs 10880/30000, Loss=0.223358
[2021-06-15 01:49:53,703][root][INFO] - Epoch 9, Itrs 10890/30000, Loss=0.246135
[2021-06-15 01:49:56,301][root][INFO] - Epoch 9, Itrs 10900/30000, Loss=0.220391
[2021-06-15 01:49:58,974][root][INFO] - Epoch 9, Itrs 10910/30000, Loss=0.220608
[2021-06-15 01:50:01,580][root][INFO] - Epoch 9, Itrs 10920/30000, Loss=0.216771
[2021-06-15 01:50:04,190][root][INFO] - Epoch 9, Itrs 10930/30000, Loss=0.220001
[2021-06-15 01:50:06,802][root][INFO] - Epoch 9, Itrs 10940/30000, Loss=0.224304
[2021-06-15 01:50:09,201][root][INFO] - Epoch 9, Itrs 10950/30000, Loss=0.230690
[2021-06-15 01:50:14,094][root][INFO] - Epoch 10, Itrs 10960/30000, Loss=0.219999
[2021-06-15 01:50:17,217][root][INFO] - Epoch 10, Itrs 10970/30000, Loss=0.205260
[2021-06-15 01:50:20,244][root][INFO] - Epoch 10, Itrs 10980/30000, Loss=0.208868
[2021-06-15 01:50:22,978][root][INFO] - Epoch 10, Itrs 10990/30000, Loss=0.217357
[2021-06-15 01:50:25,547][root][INFO] - Epoch 10, Itrs 11000/30000, Loss=0.225110
[2021-06-15 01:50:28,190][root][INFO] - Epoch 10, Itrs 11010/30000, Loss=0.204129
[2021-06-15 01:50:31,024][root][INFO] - Epoch 10, Itrs 11020/30000, Loss=0.204991
[2021-06-15 01:50:33,629][root][INFO] - Epoch 10, Itrs 11030/30000, Loss=0.224630
[2021-06-15 01:50:36,267][root][INFO] - Epoch 10, Itrs 11040/30000, Loss=0.190803
[2021-06-15 01:50:38,934][root][INFO] - Epoch 10, Itrs 11050/30000, Loss=0.226800
[2021-06-15 01:50:41,583][root][INFO] - Epoch 10, Itrs 11060/30000, Loss=0.213589
[2021-06-15 01:50:44,251][root][INFO] - Epoch 10, Itrs 11070/30000, Loss=0.208110
[2021-06-15 01:50:46,740][root][INFO] - Epoch 10, Itrs 11080/30000, Loss=0.203542
[2021-06-15 01:50:49,499][root][INFO] - Epoch 10, Itrs 11090/30000, Loss=0.190490
[2021-06-15 01:50:52,166][root][INFO] - Epoch 10, Itrs 11100/30000, Loss=0.204645
[2021-06-15 01:50:54,759][root][INFO] - Epoch 10, Itrs 11110/30000, Loss=0.216087
[2021-06-15 01:50:57,504][root][INFO] - Epoch 10, Itrs 11120/30000, Loss=0.204083
[2021-06-15 01:51:00,035][root][INFO] - Epoch 10, Itrs 11130/30000, Loss=0.210845
[2021-06-15 01:51:02,797][root][INFO] - Epoch 10, Itrs 11140/30000, Loss=0.224709
[2021-06-15 01:51:05,348][root][INFO] - Epoch 10, Itrs 11150/30000, Loss=0.225595
[2021-06-15 01:51:07,988][root][INFO] - Epoch 10, Itrs 11160/30000, Loss=0.227770
[2021-06-15 01:51:10,582][root][INFO] - Epoch 10, Itrs 11170/30000, Loss=0.201836
[2021-06-15 01:51:13,272][root][INFO] - Epoch 10, Itrs 11180/30000, Loss=0.220609
[2021-06-15 01:51:15,768][root][INFO] - Epoch 10, Itrs 11190/30000, Loss=0.207140
[2021-06-15 01:51:18,522][root][INFO] - Epoch 10, Itrs 11200/30000, Loss=0.187403
[2021-06-15 01:51:21,166][root][INFO] - Epoch 10, Itrs 11210/30000, Loss=0.207768
[2021-06-15 01:51:23,855][root][INFO] - Epoch 10, Itrs 11220/30000, Loss=0.220088
[2021-06-15 01:51:26,435][root][INFO] - Epoch 10, Itrs 11230/30000, Loss=0.201583
[2021-06-15 01:51:29,080][root][INFO] - Epoch 10, Itrs 11240/30000, Loss=0.232677
[2021-06-15 01:51:31,819][root][INFO] - Epoch 10, Itrs 11250/30000, Loss=0.212865
[2021-06-15 01:51:34,407][root][INFO] - Epoch 10, Itrs 11260/30000, Loss=0.214307
[2021-06-15 01:51:37,091][root][INFO] - Epoch 10, Itrs 11270/30000, Loss=0.203391
[2021-06-15 01:51:39,763][root][INFO] - Epoch 10, Itrs 11280/30000, Loss=0.213727
[2021-06-15 01:51:42,440][root][INFO] - Epoch 10, Itrs 11290/30000, Loss=0.195885
[2021-06-15 01:51:44,951][root][INFO] - Epoch 10, Itrs 11300/30000, Loss=0.205672
[2021-06-15 01:51:47,754][root][INFO] - Epoch 10, Itrs 11310/30000, Loss=0.247240
[2021-06-15 01:51:50,416][root][INFO] - Epoch 10, Itrs 11320/30000, Loss=0.211807
[2021-06-15 01:51:53,060][root][INFO] - Epoch 10, Itrs 11330/30000, Loss=0.234648
[2021-06-15 01:51:55,705][root][INFO] - Epoch 10, Itrs 11340/30000, Loss=0.230048
[2021-06-15 01:51:58,295][root][INFO] - Epoch 10, Itrs 11350/30000, Loss=0.229538
[2021-06-15 01:52:00,964][root][INFO] - Epoch 10, Itrs 11360/30000, Loss=0.212391
[2021-06-15 01:52:03,585][root][INFO] - Epoch 10, Itrs 11370/30000, Loss=0.223956
[2021-06-15 01:52:06,246][root][INFO] - Epoch 10, Itrs 11380/30000, Loss=0.202358
[2021-06-15 01:52:08,817][root][INFO] - Epoch 10, Itrs 11390/30000, Loss=0.219024
[2021-06-15 01:52:11,549][root][INFO] - Epoch 10, Itrs 11400/30000, Loss=0.228710
[2021-06-15 01:52:14,130][root][INFO] - Epoch 10, Itrs 11410/30000, Loss=0.208583
[2021-06-15 01:52:16,785][root][INFO] - Epoch 10, Itrs 11420/30000, Loss=0.233891
[2021-06-15 01:52:19,456][root][INFO] - Epoch 10, Itrs 11430/30000, Loss=0.223715
[2021-06-15 01:52:22,100][root][INFO] - Epoch 10, Itrs 11440/30000, Loss=0.203147
[2021-06-15 01:52:24,700][root][INFO] - Epoch 10, Itrs 11450/30000, Loss=0.217732
[2021-06-15 01:52:27,455][root][INFO] - Epoch 10, Itrs 11460/30000, Loss=0.214591
[2021-06-15 01:52:30,086][root][INFO] - Epoch 10, Itrs 11470/30000, Loss=0.239270
[2021-06-15 01:52:32,735][root][INFO] - Epoch 10, Itrs 11480/30000, Loss=0.228513
[2021-06-15 01:52:35,333][root][INFO] - Epoch 10, Itrs 11490/30000, Loss=0.199556
[2021-06-15 01:52:38,036][root][INFO] - Epoch 10, Itrs 11500/30000, Loss=0.218814
[2021-06-15 01:52:40,655][root][INFO] - Epoch 10, Itrs 11510/30000, Loss=0.222691
[2021-06-15 01:52:43,239][root][INFO] - Epoch 10, Itrs 11520/30000, Loss=0.216816
[2021-06-15 01:52:45,965][root][INFO] - Epoch 10, Itrs 11530/30000, Loss=0.223448
[2021-06-15 01:52:48,575][root][INFO] - Epoch 10, Itrs 11540/30000, Loss=0.233512
[2021-06-15 01:52:51,251][root][INFO] - Epoch 10, Itrs 11550/30000, Loss=0.204937
[2021-06-15 01:52:53,871][root][INFO] - Epoch 10, Itrs 11560/30000, Loss=0.226037
[2021-06-15 01:52:56,422][root][INFO] - Epoch 10, Itrs 11570/30000, Loss=0.200043
[2021-06-15 01:52:59,014][root][INFO] - Epoch 10, Itrs 11580/30000, Loss=0.225824
[2021-06-15 01:53:01,658][root][INFO] - Epoch 10, Itrs 11590/30000, Loss=0.245624
[2021-06-15 01:53:04,234][root][INFO] - Epoch 10, Itrs 11600/30000, Loss=0.219692
[2021-06-15 01:53:06,981][root][INFO] - Epoch 10, Itrs 11610/30000, Loss=0.214394
[2021-06-15 01:53:09,653][root][INFO] - Epoch 10, Itrs 11620/30000, Loss=0.191496
[2021-06-15 01:53:12,246][root][INFO] - Epoch 10, Itrs 11630/30000, Loss=0.210839
[2021-06-15 01:53:14,813][root][INFO] - Epoch 10, Itrs 11640/30000, Loss=0.218050
[2021-06-15 01:53:17,502][root][INFO] - Epoch 10, Itrs 11650/30000, Loss=0.232015
[2021-06-15 01:53:20,112][root][INFO] - Epoch 10, Itrs 11660/30000, Loss=0.215783
[2021-06-15 01:53:22,863][root][INFO] - Epoch 10, Itrs 11670/30000, Loss=0.219729
[2021-06-15 01:53:25,507][root][INFO] - Epoch 10, Itrs 11680/30000, Loss=0.216223
[2021-06-15 01:53:28,110][root][INFO] - Epoch 10, Itrs 11690/30000, Loss=0.204144
[2021-06-15 01:53:30,738][root][INFO] - Epoch 10, Itrs 11700/30000, Loss=0.216466
[2021-06-15 01:53:33,411][root][INFO] - Epoch 10, Itrs 11710/30000, Loss=0.211364
[2021-06-15 01:53:36,145][root][INFO] - Epoch 10, Itrs 11720/30000, Loss=0.232311
[2021-06-15 01:53:38,750][root][INFO] - Epoch 10, Itrs 11730/30000, Loss=0.194222
[2021-06-15 01:53:41,446][root][INFO] - Epoch 10, Itrs 11740/30000, Loss=0.207021
[2021-06-15 01:53:44,020][root][INFO] - Epoch 10, Itrs 11750/30000, Loss=0.197184
[2021-06-15 01:53:46,712][root][INFO] - Epoch 10, Itrs 11760/30000, Loss=0.232737
[2021-06-15 01:53:49,325][root][INFO] - Epoch 10, Itrs 11770/30000, Loss=0.201825
[2021-06-15 01:53:51,991][root][INFO] - Epoch 10, Itrs 11780/30000, Loss=0.215529
[2021-06-15 01:53:54,604][root][INFO] - Epoch 10, Itrs 11790/30000, Loss=0.229859
[2021-06-15 01:53:57,297][root][INFO] - Epoch 10, Itrs 11800/30000, Loss=0.218082
[2021-06-15 01:53:59,936][root][INFO] - Epoch 10, Itrs 11810/30000, Loss=0.221223
[2021-06-15 01:54:02,567][root][INFO] - Epoch 10, Itrs 11820/30000, Loss=0.226407
[2021-06-15 01:54:05,160][root][INFO] - Epoch 10, Itrs 11830/30000, Loss=0.199439
[2021-06-15 01:54:07,705][root][INFO] - Epoch 10, Itrs 11840/30000, Loss=0.220749
[2021-06-15 01:54:10,508][root][INFO] - Epoch 10, Itrs 11850/30000, Loss=0.238743
[2021-06-15 01:54:13,205][root][INFO] - Epoch 10, Itrs 11860/30000, Loss=0.221931
[2021-06-15 01:54:15,787][root][INFO] - Epoch 10, Itrs 11870/30000, Loss=0.232733
[2021-06-15 01:54:18,453][root][INFO] - Epoch 10, Itrs 11880/30000, Loss=0.213851
[2021-06-15 01:54:21,038][root][INFO] - Epoch 10, Itrs 11890/30000, Loss=0.211228
[2021-06-15 01:54:23,714][root][INFO] - Epoch 10, Itrs 11900/30000, Loss=0.225459
[2021-06-15 01:54:26,310][root][INFO] - Epoch 10, Itrs 11910/30000, Loss=0.206119
[2021-06-15 01:54:29,012][root][INFO] - Epoch 10, Itrs 11920/30000, Loss=0.230711
[2021-06-15 01:54:31,765][root][INFO] - Epoch 10, Itrs 11930/30000, Loss=0.217752
[2021-06-15 01:54:34,332][root][INFO] - Epoch 10, Itrs 11940/30000, Loss=0.233464
[2021-06-15 01:54:36,987][root][INFO] - Epoch 10, Itrs 11950/30000, Loss=0.212634
[2021-06-15 01:54:39,668][root][INFO] - Epoch 10, Itrs 11960/30000, Loss=0.254941
[2021-06-15 01:54:42,205][root][INFO] - Epoch 10, Itrs 11970/30000, Loss=0.225711
[2021-06-15 01:54:44,877][root][INFO] - Epoch 10, Itrs 11980/30000, Loss=0.241795
[2021-06-15 01:54:47,483][root][INFO] - Epoch 10, Itrs 11990/30000, Loss=0.212099
[2021-06-15 01:54:50,198][root][INFO] - Epoch 10, Itrs 12000/30000, Loss=0.202890
[2021-06-15 01:54:50,199][root][INFO] - validation...
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[2021-06-15 01:56:00,562][root][INFO] - miou: 0.608105658006212
[2021-06-15 01:56:01,720][root][INFO] - Model saved as checkpoints/best_miou.pth
[2021-06-15 01:56:04,176][root][INFO] - Epoch 10, Itrs 12010/30000, Loss=0.227967
[2021-06-15 01:56:06,740][root][INFO] - Epoch 10, Itrs 12020/30000, Loss=0.229053
[2021-06-15 01:56:09,431][root][INFO] - Epoch 10, Itrs 12030/30000, Loss=0.219645
[2021-06-15 01:56:12,152][root][INFO] - Epoch 10, Itrs 12040/30000, Loss=0.217153
[2021-06-15 01:56:14,753][root][INFO] - Epoch 10, Itrs 12050/30000, Loss=0.189847
[2021-06-15 01:56:17,216][root][INFO] - Epoch 10, Itrs 12060/30000, Loss=0.207805
[2021-06-15 01:56:19,936][root][INFO] - Epoch 10, Itrs 12070/30000, Loss=0.227316
[2021-06-15 01:56:22,644][root][INFO] - Epoch 10, Itrs 12080/30000, Loss=0.242916
[2021-06-15 01:56:25,172][root][INFO] - Epoch 10, Itrs 12090/30000, Loss=0.206578
[2021-06-15 01:56:27,876][root][INFO] - Epoch 10, Itrs 12100/30000, Loss=0.198403
[2021-06-15 01:56:30,459][root][INFO] - Epoch 10, Itrs 12110/30000, Loss=0.216092
[2021-06-15 01:56:33,090][root][INFO] - Epoch 10, Itrs 12120/30000, Loss=0.197851
[2021-06-15 01:56:35,771][root][INFO] - Epoch 10, Itrs 12130/30000, Loss=0.239838
[2021-06-15 01:56:38,440][root][INFO] - Epoch 10, Itrs 12140/30000, Loss=0.214878
[2021-06-15 01:56:40,994][root][INFO] - Epoch 10, Itrs 12150/30000, Loss=0.212215
[2021-06-15 01:56:43,480][root][INFO] - Epoch 10, Itrs 12160/30000, Loss=0.225090
[2021-06-15 01:56:45,779][root][INFO] - Epoch 10, Itrs 12170/30000, Loss=0.223809
[2021-06-15 01:56:51,265][root][INFO] - Epoch 11, Itrs 12180/30000, Loss=0.206967
[2021-06-15 01:56:54,159][root][INFO] - Epoch 11, Itrs 12190/30000, Loss=0.187356
[2021-06-15 01:56:57,009][root][INFO] - Epoch 11, Itrs 12200/30000, Loss=0.187045
[2021-06-15 01:56:59,642][root][INFO] - Epoch 11, Itrs 12210/30000, Loss=0.211773
[2021-06-15 01:57:02,314][root][INFO] - Epoch 11, Itrs 12220/30000, Loss=0.180585
[2021-06-15 01:57:04,978][root][INFO] - Epoch 11, Itrs 12230/30000, Loss=0.202651
[2021-06-15 01:57:07,721][root][INFO] - Epoch 11, Itrs 12240/30000, Loss=0.221912
[2021-06-15 01:57:10,277][root][INFO] - Epoch 11, Itrs 12250/30000, Loss=0.211430
[2021-06-15 01:57:12,958][root][INFO] - Epoch 11, Itrs 12260/30000, Loss=0.220858
[2021-06-15 01:57:15,585][root][INFO] - Epoch 11, Itrs 12270/30000, Loss=0.194364
[2021-06-15 01:57:18,342][root][INFO] - Epoch 11, Itrs 12280/30000, Loss=0.209055
[2021-06-15 01:57:20,932][root][INFO] - Epoch 11, Itrs 12290/30000, Loss=0.205939
[2021-06-15 01:57:23,675][root][INFO] - Epoch 11, Itrs 12300/30000, Loss=0.206452
[2021-06-15 01:57:26,313][root][INFO] - Epoch 11, Itrs 12310/30000, Loss=0.205963
[2021-06-15 01:57:28,895][root][INFO] - Epoch 11, Itrs 12320/30000, Loss=0.203812
[2021-06-15 01:57:31,558][root][INFO] - Epoch 11, Itrs 12330/30000, Loss=0.205110
[2021-06-15 01:57:34,342][root][INFO] - Epoch 11, Itrs 12340/30000, Loss=0.209836
[2021-06-15 01:57:37,048][root][INFO] - Epoch 11, Itrs 12350/30000, Loss=0.197853
[2021-06-15 01:57:39,687][root][INFO] - Epoch 11, Itrs 12360/30000, Loss=0.211806
[2021-06-15 01:57:42,284][root][INFO] - Epoch 11, Itrs 12370/30000, Loss=0.200627
[2021-06-15 01:57:45,027][root][INFO] - Epoch 11, Itrs 12380/30000, Loss=0.197390
[2021-06-15 01:57:47,772][root][INFO] - Epoch 11, Itrs 12390/30000, Loss=0.203862
[2021-06-15 01:57:50,438][root][INFO] - Epoch 11, Itrs 12400/30000, Loss=0.183778
[2021-06-15 01:57:53,078][root][INFO] - Epoch 11, Itrs 12410/30000, Loss=0.183171
[2021-06-15 01:57:55,736][root][INFO] - Epoch 11, Itrs 12420/30000, Loss=0.195671
[2021-06-15 01:57:58,381][root][INFO] - Epoch 11, Itrs 12430/30000, Loss=0.212779
[2021-06-15 01:58:01,083][root][INFO] - Epoch 11, Itrs 12440/30000, Loss=0.211726
[2021-06-15 01:58:03,739][root][INFO] - Epoch 11, Itrs 12450/30000, Loss=0.190645
[2021-06-15 01:58:06,365][root][INFO] - Epoch 11, Itrs 12460/30000, Loss=0.200873
[2021-06-15 01:58:09,063][root][INFO] - Epoch 11, Itrs 12470/30000, Loss=0.205995
[2021-06-15 01:58:11,722][root][INFO] - Epoch 11, Itrs 12480/30000, Loss=0.211462
[2021-06-15 01:58:14,353][root][INFO] - Epoch 11, Itrs 12490/30000, Loss=0.208011
[2021-06-15 01:58:17,068][root][INFO] - Epoch 11, Itrs 12500/30000, Loss=0.224276
[2021-06-15 01:58:19,738][root][INFO] - Epoch 11, Itrs 12510/30000, Loss=0.218943
[2021-06-15 01:58:22,344][root][INFO] - Epoch 11, Itrs 12520/30000, Loss=0.203956
[2021-06-15 01:58:24,911][root][INFO] - Epoch 11, Itrs 12530/30000, Loss=0.190619
[2021-06-15 01:58:27,779][root][INFO] - Epoch 11, Itrs 12540/30000, Loss=0.214314
[2021-06-15 01:58:30,413][root][INFO] - Epoch 11, Itrs 12550/30000, Loss=0.206981
[2021-06-15 01:58:32,901][root][INFO] - Epoch 11, Itrs 12560/30000, Loss=0.205502
[2021-06-15 01:58:35,562][root][INFO] - Epoch 11, Itrs 12570/30000, Loss=0.191683
[2021-06-15 01:58:38,262][root][INFO] - Epoch 11, Itrs 12580/30000, Loss=0.184482
[2021-06-15 01:58:40,945][root][INFO] - Epoch 11, Itrs 12590/30000, Loss=0.215763
[2021-06-15 01:58:43,612][root][INFO] - Epoch 11, Itrs 12600/30000, Loss=0.210901
[2021-06-15 01:58:46,260][root][INFO] - Epoch 11, Itrs 12610/30000, Loss=0.207885
[2021-06-15 01:58:48,861][root][INFO] - Epoch 11, Itrs 12620/30000, Loss=0.201249
[2021-06-15 01:58:51,575][root][INFO] - Epoch 11, Itrs 12630/30000, Loss=0.203851
[2021-06-15 01:58:54,291][root][INFO] - Epoch 11, Itrs 12640/30000, Loss=0.190211
[2021-06-15 01:58:56,868][root][INFO] - Epoch 11, Itrs 12650/30000, Loss=0.203355
[2021-06-15 01:58:59,598][root][INFO] - Epoch 11, Itrs 12660/30000, Loss=0.194474
[2021-06-15 01:59:02,287][root][INFO] - Epoch 11, Itrs 12670/30000, Loss=0.207884
[2021-06-15 01:59:04,962][root][INFO] - Epoch 11, Itrs 12680/30000, Loss=0.225708
[2021-06-15 01:59:07,598][root][INFO] - Epoch 11, Itrs 12690/30000, Loss=0.221016
[2021-06-15 01:59:10,363][root][INFO] - Epoch 11, Itrs 12700/30000, Loss=0.211026
[2021-06-15 01:59:13,045][root][INFO] - Epoch 11, Itrs 12710/30000, Loss=0.196053
[2021-06-15 01:59:15,702][root][INFO] - Epoch 11, Itrs 12720/30000, Loss=0.193962
[2021-06-15 01:59:18,341][root][INFO] - Epoch 11, Itrs 12730/30000, Loss=0.191806
[2021-06-15 01:59:20,959][root][INFO] - Epoch 11, Itrs 12740/30000, Loss=0.203017
[2021-06-15 01:59:23,591][root][INFO] - Epoch 11, Itrs 12750/30000, Loss=0.219655
[2021-06-15 01:59:26,391][root][INFO] - Epoch 11, Itrs 12760/30000, Loss=0.185126
[2021-06-15 01:59:29,045][root][INFO] - Epoch 11, Itrs 12770/30000, Loss=0.227756
[2021-06-15 01:59:31,678][root][INFO] - Epoch 11, Itrs 12780/30000, Loss=0.209017
[2021-06-15 01:59:34,438][root][INFO] - Epoch 11, Itrs 12790/30000, Loss=0.199600
[2021-06-15 01:59:37,106][root][INFO] - Epoch 11, Itrs 12800/30000, Loss=0.196977
[2021-06-15 01:59:39,775][root][INFO] - Epoch 11, Itrs 12810/30000, Loss=0.197043
[2021-06-15 01:59:42,448][root][INFO] - Epoch 11, Itrs 12820/30000, Loss=0.214691
[2021-06-15 01:59:45,023][root][INFO] - Epoch 11, Itrs 12830/30000, Loss=0.197574
[2021-06-15 01:59:47,683][root][INFO] - Epoch 11, Itrs 12840/30000, Loss=0.213263
[2021-06-15 01:59:50,421][root][INFO] - Epoch 11, Itrs 12850/30000, Loss=0.196713
[2021-06-15 01:59:53,047][root][INFO] - Epoch 11, Itrs 12860/30000, Loss=0.200881
[2021-06-15 01:59:55,729][root][INFO] - Epoch 11, Itrs 12870/30000, Loss=0.198636
[2021-06-15 01:59:58,336][root][INFO] - Epoch 11, Itrs 12880/30000, Loss=0.198267
[2021-06-15 02:00:01,094][root][INFO] - Epoch 11, Itrs 12890/30000, Loss=0.206196
[2021-06-15 02:00:03,772][root][INFO] - Epoch 11, Itrs 12900/30000, Loss=0.210136
[2021-06-15 02:00:06,295][root][INFO] - Epoch 11, Itrs 12910/30000, Loss=0.200915
[2021-06-15 02:00:08,978][root][INFO] - Epoch 11, Itrs 12920/30000, Loss=0.212741
[2021-06-15 02:00:11,726][root][INFO] - Epoch 11, Itrs 12930/30000, Loss=0.216831
[2021-06-15 02:00:14,278][root][INFO] - Epoch 11, Itrs 12940/30000, Loss=0.191950
[2021-06-15 02:00:16,998][root][INFO] - Epoch 11, Itrs 12950/30000, Loss=0.183587
[2021-06-15 02:00:19,660][root][INFO] - Epoch 11, Itrs 12960/30000, Loss=0.207029
[2021-06-15 02:00:22,328][root][INFO] - Epoch 11, Itrs 12970/30000, Loss=0.215979
[2021-06-15 02:00:25,031][root][INFO] - Epoch 11, Itrs 12980/30000, Loss=0.211194
[2021-06-15 02:00:27,690][root][INFO] - Epoch 11, Itrs 12990/30000, Loss=0.195483
[2021-06-15 02:00:30,264][root][INFO] - Epoch 11, Itrs 13000/30000, Loss=0.199776
[2021-06-15 02:00:32,971][root][INFO] - Epoch 11, Itrs 13010/30000, Loss=0.213186
[2021-06-15 02:00:35,663][root][INFO] - Epoch 11, Itrs 13020/30000, Loss=0.206721
[2021-06-15 02:00:38,315][root][INFO] - Epoch 11, Itrs 13030/30000, Loss=0.205594
[2021-06-15 02:00:41,059][root][INFO] - Epoch 11, Itrs 13040/30000, Loss=0.210231
[2021-06-15 02:00:43,812][root][INFO] - Epoch 11, Itrs 13050/30000, Loss=0.210551
[2021-06-15 02:00:46,374][root][INFO] - Epoch 11, Itrs 13060/30000, Loss=0.203402
[2021-06-15 02:00:49,040][root][INFO] - Epoch 11, Itrs 13070/30000, Loss=0.211386
[2021-06-15 02:00:51,708][root][INFO] - Epoch 11, Itrs 13080/30000, Loss=0.211417
[2021-06-15 02:00:54,337][root][INFO] - Epoch 11, Itrs 13090/30000, Loss=0.203045
[2021-06-15 02:00:57,104][root][INFO] - Epoch 11, Itrs 13100/30000, Loss=0.206830
[2021-06-15 02:00:59,710][root][INFO] - Epoch 11, Itrs 13110/30000, Loss=0.209589
[2021-06-15 02:01:02,358][root][INFO] - Epoch 11, Itrs 13120/30000, Loss=0.216508
[2021-06-15 02:01:05,098][root][INFO] - Epoch 11, Itrs 13130/30000, Loss=0.208065
[2021-06-15 02:01:07,657][root][INFO] - Epoch 11, Itrs 13140/30000, Loss=0.207572
[2021-06-15 02:01:10,383][root][INFO] - Epoch 11, Itrs 13150/30000, Loss=0.205140
[2021-06-15 02:01:12,959][root][INFO] - Epoch 11, Itrs 13160/30000, Loss=0.192176
[2021-06-15 02:01:15,624][root][INFO] - Epoch 11, Itrs 13170/30000, Loss=0.205660
[2021-06-15 02:01:18,383][root][INFO] - Epoch 11, Itrs 13180/30000, Loss=0.199494
[2021-06-15 02:01:21,045][root][INFO] - Epoch 11, Itrs 13190/30000, Loss=0.191170
[2021-06-15 02:01:23,792][root][INFO] - Epoch 11, Itrs 13200/30000, Loss=0.194412
[2021-06-15 02:01:26,454][root][INFO] - Epoch 11, Itrs 13210/30000, Loss=0.196230
[2021-06-15 02:01:29,106][root][INFO] - Epoch 11, Itrs 13220/30000, Loss=0.236767
[2021-06-15 02:01:31,803][root][INFO] - Epoch 11, Itrs 13230/30000, Loss=0.200814
[2021-06-15 02:01:34,527][root][INFO] - Epoch 11, Itrs 13240/30000, Loss=0.202621
[2021-06-15 02:01:37,208][root][INFO] - Epoch 11, Itrs 13250/30000, Loss=0.195020
[2021-06-15 02:01:39,930][root][INFO] - Epoch 11, Itrs 13260/30000, Loss=0.210384
[2021-06-15 02:01:42,677][root][INFO] - Epoch 11, Itrs 13270/30000, Loss=0.201152
[2021-06-15 02:01:45,288][root][INFO] - Epoch 11, Itrs 13280/30000, Loss=0.193892
[2021-06-15 02:01:47,909][root][INFO] - Epoch 11, Itrs 13290/30000, Loss=0.209584
[2021-06-15 02:01:50,673][root][INFO] - Epoch 11, Itrs 13300/30000, Loss=0.226384
[2021-06-15 02:01:53,306][root][INFO] - Epoch 11, Itrs 13310/30000, Loss=0.207918
[2021-06-15 02:01:56,002][root][INFO] - Epoch 11, Itrs 13320/30000, Loss=0.209685
[2021-06-15 02:01:58,667][root][INFO] - Epoch 11, Itrs 13330/30000, Loss=0.188149
[2021-06-15 02:02:01,369][root][INFO] - Epoch 11, Itrs 13340/30000, Loss=0.227314
[2021-06-15 02:02:04,022][root][INFO] - Epoch 11, Itrs 13350/30000, Loss=0.224753
[2021-06-15 02:02:06,674][root][INFO] - Epoch 11, Itrs 13360/30000, Loss=0.209431
[2021-06-15 02:02:09,327][root][INFO] - Epoch 11, Itrs 13370/30000, Loss=0.215828
[2021-06-15 02:02:11,747][root][INFO] - Epoch 11, Itrs 13380/30000, Loss=0.225040
[2021-06-15 02:02:16,676][root][INFO] - Epoch 12, Itrs 13390/30000, Loss=0.188005
[2021-06-15 02:02:19,760][root][INFO] - Epoch 12, Itrs 13400/30000, Loss=0.205416
[2021-06-15 02:02:22,483][root][INFO] - Epoch 12, Itrs 13410/30000, Loss=0.194289
[2021-06-15 02:02:25,391][root][INFO] - Epoch 12, Itrs 13420/30000, Loss=0.168902
[2021-06-15 02:02:28,276][root][INFO] - Epoch 12, Itrs 13430/30000, Loss=0.201464
[2021-06-15 02:02:30,779][root][INFO] - Epoch 12, Itrs 13440/30000, Loss=0.188801
[2021-06-15 02:02:33,481][root][INFO] - Epoch 12, Itrs 13450/30000, Loss=0.226537
[2021-06-15 02:02:36,164][root][INFO] - Epoch 12, Itrs 13460/30000, Loss=0.197702
[2021-06-15 02:02:38,806][root][INFO] - Epoch 12, Itrs 13470/30000, Loss=0.197835
[2021-06-15 02:02:41,586][root][INFO] - Epoch 12, Itrs 13480/30000, Loss=0.201300
[2021-06-15 02:02:44,240][root][INFO] - Epoch 12, Itrs 13490/30000, Loss=0.190769
[2021-06-15 02:02:46,850][root][INFO] - Epoch 12, Itrs 13500/30000, Loss=0.186009
[2021-06-15 02:02:49,468][root][INFO] - Epoch 12, Itrs 13510/30000, Loss=0.204407
[2021-06-15 02:02:52,264][root][INFO] - Epoch 12, Itrs 13520/30000, Loss=0.205707
[2021-06-15 02:02:54,840][root][INFO] - Epoch 12, Itrs 13530/30000, Loss=0.195407
[2021-06-15 02:02:57,626][root][INFO] - Epoch 12, Itrs 13540/30000, Loss=0.208524
[2021-06-15 02:03:00,118][root][INFO] - Epoch 12, Itrs 13550/30000, Loss=0.186797
[2021-06-15 02:03:02,918][root][INFO] - Epoch 12, Itrs 13560/30000, Loss=0.183830
[2021-06-15 02:03:05,541][root][INFO] - Epoch 12, Itrs 13570/30000, Loss=0.213745
[2021-06-15 02:03:08,231][root][INFO] - Epoch 12, Itrs 13580/30000, Loss=0.187325
[2021-06-15 02:03:10,885][root][INFO] - Epoch 12, Itrs 13590/30000, Loss=0.186407
[2021-06-15 02:03:13,648][root][INFO] - Epoch 12, Itrs 13600/30000, Loss=0.207796
[2021-06-15 02:03:16,311][root][INFO] - Epoch 12, Itrs 13610/30000, Loss=0.186638
[2021-06-15 02:03:18,878][root][INFO] - Epoch 12, Itrs 13620/30000, Loss=0.193368
[2021-06-15 02:03:21,726][root][INFO] - Epoch 12, Itrs 13630/30000, Loss=0.194820
[2021-06-15 02:03:24,301][root][INFO] - Epoch 12, Itrs 13640/30000, Loss=0.210213
[2021-06-15 02:03:26,918][root][INFO] - Epoch 12, Itrs 13650/30000, Loss=0.184554
[2021-06-15 02:03:29,686][root][INFO] - Epoch 12, Itrs 13660/30000, Loss=0.200558
[2021-06-15 02:03:32,411][root][INFO] - Epoch 12, Itrs 13670/30000, Loss=0.184644
[2021-06-15 02:03:35,015][root][INFO] - Epoch 12, Itrs 13680/30000, Loss=0.196327
[2021-06-15 02:03:37,767][root][INFO] - Epoch 12, Itrs 13690/30000, Loss=0.193925
[2021-06-15 02:03:40,346][root][INFO] - Epoch 12, Itrs 13700/30000, Loss=0.194867
[2021-06-15 02:03:43,033][root][INFO] - Epoch 12, Itrs 13710/30000, Loss=0.189045
[2021-06-15 02:03:45,794][root][INFO] - Epoch 12, Itrs 13720/30000, Loss=0.187471
[2021-06-15 02:03:48,386][root][INFO] - Epoch 12, Itrs 13730/30000, Loss=0.201777
[2021-06-15 02:03:51,132][root][INFO] - Epoch 12, Itrs 13740/30000, Loss=0.197614
[2021-06-15 02:03:53,863][root][INFO] - Epoch 12, Itrs 13750/30000, Loss=0.191717
[2021-06-15 02:03:56,406][root][INFO] - Epoch 12, Itrs 13760/30000, Loss=0.179797
[2021-06-15 02:03:59,136][root][INFO] - Epoch 12, Itrs 13770/30000, Loss=0.185774
[2021-06-15 02:04:01,814][root][INFO] - Epoch 12, Itrs 13780/30000, Loss=0.185881
[2021-06-15 02:04:04,496][root][INFO] - Epoch 12, Itrs 13790/30000, Loss=0.192681
[2021-06-15 02:04:07,130][root][INFO] - Epoch 12, Itrs 13800/30000, Loss=0.189969
[2021-06-15 02:04:09,795][root][INFO] - Epoch 12, Itrs 13810/30000, Loss=0.192258
[2021-06-15 02:04:12,377][root][INFO] - Epoch 12, Itrs 13820/30000, Loss=0.212279
[2021-06-15 02:04:15,078][root][INFO] - Epoch 12, Itrs 13830/30000, Loss=0.191848
[2021-06-15 02:04:17,765][root][INFO] - Epoch 12, Itrs 13840/30000, Loss=0.193407
[2021-06-15 02:04:20,453][root][INFO] - Epoch 12, Itrs 13850/30000, Loss=0.197438
[2021-06-15 02:04:23,231][root][INFO] - Epoch 12, Itrs 13860/30000, Loss=0.196842
[2021-06-15 02:04:25,934][root][INFO] - Epoch 12, Itrs 13870/30000, Loss=0.189064
[2021-06-15 02:04:28,570][root][INFO] - Epoch 12, Itrs 13880/30000, Loss=0.200854
[2021-06-15 02:04:31,320][root][INFO] - Epoch 12, Itrs 13890/30000, Loss=0.197631
[2021-06-15 02:04:33,971][root][INFO] - Epoch 12, Itrs 13900/30000, Loss=0.199630
[2021-06-15 02:04:36,523][root][INFO] - Epoch 12, Itrs 13910/30000, Loss=0.207169
[2021-06-15 02:04:39,291][root][INFO] - Epoch 12, Itrs 13920/30000, Loss=0.184462
[2021-06-15 02:04:41,910][root][INFO] - Epoch 12, Itrs 13930/30000, Loss=0.195035
[2021-06-15 02:04:44,602][root][INFO] - Epoch 12, Itrs 13940/30000, Loss=0.198077
[2021-06-15 02:04:47,194][root][INFO] - Epoch 12, Itrs 13950/30000, Loss=0.180675
[2021-06-15 02:04:49,799][root][INFO] - Epoch 12, Itrs 13960/30000, Loss=0.193848
[2021-06-15 02:04:52,416][root][INFO] - Epoch 12, Itrs 13970/30000, Loss=0.198181
[2021-06-15 02:04:55,125][root][INFO] - Epoch 12, Itrs 13980/30000, Loss=0.184550
[2021-06-15 02:04:57,871][root][INFO] - Epoch 12, Itrs 13990/30000, Loss=0.198920
[2021-06-15 02:05:00,536][root][INFO] - Epoch 12, Itrs 14000/30000, Loss=0.183818
[2021-06-15 02:05:03,140][root][INFO] - Epoch 12, Itrs 14010/30000, Loss=0.182170
[2021-06-15 02:05:05,931][root][INFO] - Epoch 12, Itrs 14020/30000, Loss=0.190296
[2021-06-15 02:05:08,603][root][INFO] - Epoch 12, Itrs 14030/30000, Loss=0.199221
[2021-06-15 02:05:11,228][root][INFO] - Epoch 12, Itrs 14040/30000, Loss=0.209586
[2021-06-15 02:05:14,021][root][INFO] - Epoch 12, Itrs 14050/30000, Loss=0.206296
[2021-06-15 02:05:16,578][root][INFO] - Epoch 12, Itrs 14060/30000, Loss=0.194372
[2021-06-15 02:05:19,422][root][INFO] - Epoch 12, Itrs 14070/30000, Loss=0.192150
[2021-06-15 02:05:22,096][root][INFO] - Epoch 12, Itrs 14080/30000, Loss=0.192300
[2021-06-15 02:05:24,687][root][INFO] - Epoch 12, Itrs 14090/30000, Loss=0.191940
[2021-06-15 02:05:27,287][root][INFO] - Epoch 12, Itrs 14100/30000, Loss=0.208503
[2021-06-15 02:05:29,952][root][INFO] - Epoch 12, Itrs 14110/30000, Loss=0.191811
[2021-06-15 02:05:32,626][root][INFO] - Epoch 12, Itrs 14120/30000, Loss=0.196107
[2021-06-15 02:05:35,280][root][INFO] - Epoch 12, Itrs 14130/30000, Loss=0.211432
[2021-06-15 02:05:37,875][root][INFO] - Epoch 12, Itrs 14140/30000, Loss=0.174578
[2021-06-15 02:05:40,580][root][INFO] - Epoch 12, Itrs 14150/30000, Loss=0.184420
[2021-06-15 02:05:43,371][root][INFO] - Epoch 12, Itrs 14160/30000, Loss=0.190662
[2021-06-15 02:05:46,019][root][INFO] - Epoch 12, Itrs 14170/30000, Loss=0.223194
[2021-06-15 02:05:48,731][root][INFO] - Epoch 12, Itrs 14180/30000, Loss=0.219868
[2021-06-15 02:05:51,395][root][INFO] - Epoch 12, Itrs 14190/30000, Loss=0.203588
[2021-06-15 02:05:54,051][root][INFO] - Epoch 12, Itrs 14200/30000, Loss=0.206948
[2021-06-15 02:05:56,695][root][INFO] - Epoch 12, Itrs 14210/30000, Loss=0.195925
[2021-06-15 02:05:59,421][root][INFO] - Epoch 12, Itrs 14220/30000, Loss=0.181956
[2021-06-15 02:06:02,199][root][INFO] - Epoch 12, Itrs 14230/30000, Loss=0.198319
[2021-06-15 02:06:04,918][root][INFO] - Epoch 12, Itrs 14240/30000, Loss=0.199109
[2021-06-15 02:06:07,551][root][INFO] - Epoch 12, Itrs 14250/30000, Loss=0.194368
[2021-06-15 02:06:10,206][root][INFO] - Epoch 12, Itrs 14260/30000, Loss=0.204919
[2021-06-15 02:06:12,854][root][INFO] - Epoch 12, Itrs 14270/30000, Loss=0.203982
[2021-06-15 02:06:15,709][root][INFO] - Epoch 12, Itrs 14280/30000, Loss=0.195514
[2021-06-15 02:06:18,358][root][INFO] - Epoch 12, Itrs 14290/30000, Loss=0.183342
[2021-06-15 02:06:20,993][root][INFO] - Epoch 12, Itrs 14300/30000, Loss=0.177665
[2021-06-15 02:06:23,634][root][INFO] - Epoch 12, Itrs 14310/30000, Loss=0.191316
[2021-06-15 02:06:26,325][root][INFO] - Epoch 12, Itrs 14320/30000, Loss=0.192854
[2021-06-15 02:06:28,986][root][INFO] - Epoch 12, Itrs 14330/30000, Loss=0.192317
[2021-06-15 02:06:31,630][root][INFO] - Epoch 12, Itrs 14340/30000, Loss=0.215665
[2021-06-15 02:06:34,309][root][INFO] - Epoch 12, Itrs 14350/30000, Loss=0.185269
[2021-06-15 02:06:37,084][root][INFO] - Epoch 12, Itrs 14360/30000, Loss=0.198990
[2021-06-15 02:06:39,693][root][INFO] - Epoch 12, Itrs 14370/30000, Loss=0.189098
[2021-06-15 02:06:42,292][root][INFO] - Epoch 12, Itrs 14380/30000, Loss=0.182216
[2021-06-15 02:06:45,049][root][INFO] - Epoch 12, Itrs 14390/30000, Loss=0.198880
[2021-06-15 02:06:47,735][root][INFO] - Epoch 12, Itrs 14400/30000, Loss=0.198566
[2021-06-15 02:06:50,390][root][INFO] - Epoch 12, Itrs 14410/30000, Loss=0.206060
[2021-06-15 02:06:53,105][root][INFO] - Epoch 12, Itrs 14420/30000, Loss=0.185290
[2021-06-15 02:06:55,705][root][INFO] - Epoch 12, Itrs 14430/30000, Loss=0.198909
[2021-06-15 02:06:58,363][root][INFO] - Epoch 12, Itrs 14440/30000, Loss=0.205864
[2021-06-15 02:07:01,104][root][INFO] - Epoch 12, Itrs 14450/30000, Loss=0.198910
[2021-06-15 02:07:03,760][root][INFO] - Epoch 12, Itrs 14460/30000, Loss=0.199827
[2021-06-15 02:07:06,374][root][INFO] - Epoch 12, Itrs 14470/30000, Loss=0.212201
[2021-06-15 02:07:09,115][root][INFO] - Epoch 12, Itrs 14480/30000, Loss=0.210045
[2021-06-15 02:07:11,687][root][INFO] - Epoch 12, Itrs 14490/30000, Loss=0.180436
[2021-06-15 02:07:14,364][root][INFO] - Epoch 12, Itrs 14500/30000, Loss=0.216958
[2021-06-15 02:07:16,989][root][INFO] - Epoch 12, Itrs 14510/30000, Loss=0.187635
[2021-06-15 02:07:19,641][root][INFO] - Epoch 12, Itrs 14520/30000, Loss=0.184212
[2021-06-15 02:07:22,221][root][INFO] - Epoch 12, Itrs 14530/30000, Loss=0.200270
[2021-06-15 02:07:24,859][root][INFO] - Epoch 12, Itrs 14540/30000, Loss=0.184400
[2021-06-15 02:07:27,603][root][INFO] - Epoch 12, Itrs 14550/30000, Loss=0.190568
[2021-06-15 02:07:30,237][root][INFO] - Epoch 12, Itrs 14560/30000, Loss=0.193707
[2021-06-15 02:07:32,800][root][INFO] - Epoch 12, Itrs 14570/30000, Loss=0.185871
[2021-06-15 02:07:35,422][root][INFO] - Epoch 12, Itrs 14580/30000, Loss=0.187204
[2021-06-15 02:07:38,173][root][INFO] - Epoch 12, Itrs 14590/30000, Loss=0.202312
[2021-06-15 02:07:40,569][root][INFO] - Epoch 12, Itrs 14600/30000, Loss=0.188085
[2021-06-15 02:07:45,303][root][INFO] - Epoch 13, Itrs 14610/30000, Loss=0.213755
[2021-06-15 02:07:48,489][root][INFO] - Epoch 13, Itrs 14620/30000, Loss=0.176017
[2021-06-15 02:07:51,524][root][INFO] - Epoch 13, Itrs 14630/30000, Loss=0.165895
[2021-06-15 02:07:54,375][root][INFO] - Epoch 13, Itrs 14640/30000, Loss=0.184731
[2021-06-15 02:07:57,010][root][INFO] - Epoch 13, Itrs 14650/30000, Loss=0.183788
[2021-06-15 02:07:59,804][root][INFO] - Epoch 13, Itrs 14660/30000, Loss=0.195523
[2021-06-15 02:08:02,452][root][INFO] - Epoch 13, Itrs 14670/30000, Loss=0.166853
[2021-06-15 02:08:05,117][root][INFO] - Epoch 13, Itrs 14680/30000, Loss=0.185736
[2021-06-15 02:08:07,846][root][INFO] - Epoch 13, Itrs 14690/30000, Loss=0.172314
[2021-06-15 02:08:10,489][root][INFO] - Epoch 13, Itrs 14700/30000, Loss=0.190337
[2021-06-15 02:08:13,249][root][INFO] - Epoch 13, Itrs 14710/30000, Loss=0.181111
[2021-06-15 02:08:15,916][root][INFO] - Epoch 13, Itrs 14720/30000, Loss=0.180274
[2021-06-15 02:08:18,593][root][INFO] - Epoch 13, Itrs 14730/30000, Loss=0.174124
[2021-06-15 02:08:21,331][root][INFO] - Epoch 13, Itrs 14740/30000, Loss=0.202047
[2021-06-15 02:08:23,914][root][INFO] - Epoch 13, Itrs 14750/30000, Loss=0.182220
[2021-06-15 02:08:26,636][root][INFO] - Epoch 13, Itrs 14760/30000, Loss=0.164821
[2021-06-15 02:08:29,470][root][INFO] - Epoch 13, Itrs 14770/30000, Loss=0.173042
[2021-06-15 02:08:32,122][root][INFO] - Epoch 13, Itrs 14780/30000, Loss=0.181799
[2021-06-15 02:08:34,784][root][INFO] - Epoch 13, Itrs 14790/30000, Loss=0.199025
[2021-06-15 02:08:37,530][root][INFO] - Epoch 13, Itrs 14800/30000, Loss=0.188226
[2021-06-15 02:08:40,187][root][INFO] - Epoch 13, Itrs 14810/30000, Loss=0.173260
[2021-06-15 02:08:42,842][root][INFO] - Epoch 13, Itrs 14820/30000, Loss=0.182066
[2021-06-15 02:08:45,498][root][INFO] - Epoch 13, Itrs 14830/30000, Loss=0.172449
[2021-06-15 02:08:48,194][root][INFO] - Epoch 13, Itrs 14840/30000, Loss=0.176143
[2021-06-15 02:08:50,808][root][INFO] - Epoch 13, Itrs 14850/30000, Loss=0.195233
[2021-06-15 02:08:53,475][root][INFO] - Epoch 13, Itrs 14860/30000, Loss=0.177676
[2021-06-15 02:08:56,047][root][INFO] - Epoch 13, Itrs 14870/30000, Loss=0.182711
[2021-06-15 02:08:58,725][root][INFO] - Epoch 13, Itrs 14880/30000, Loss=0.170199
[2021-06-15 02:09:01,406][root][INFO] - Epoch 13, Itrs 14890/30000, Loss=0.166378
[2021-06-15 02:09:04,107][root][INFO] - Epoch 13, Itrs 14900/30000, Loss=0.182810
[2021-06-15 02:09:06,694][root][INFO] - Epoch 13, Itrs 14910/30000, Loss=0.210325
[2021-06-15 02:09:09,297][root][INFO] - Epoch 13, Itrs 14920/30000, Loss=0.176682
[2021-06-15 02:09:12,085][root][INFO] - Epoch 13, Itrs 14930/30000, Loss=0.206466
[2021-06-15 02:09:14,608][root][INFO] - Epoch 13, Itrs 14940/30000, Loss=0.181375
[2021-06-15 02:09:17,219][root][INFO] - Epoch 13, Itrs 14950/30000, Loss=0.181306
[2021-06-15 02:09:19,962][root][INFO] - Epoch 13, Itrs 14960/30000, Loss=0.190018
[2021-06-15 02:09:22,662][root][INFO] - Epoch 13, Itrs 14970/30000, Loss=0.172030
[2021-06-15 02:09:25,321][root][INFO] - Epoch 13, Itrs 14980/30000, Loss=0.197147
[2021-06-15 02:09:28,012][root][INFO] - Epoch 13, Itrs 14990/30000, Loss=0.164928
[2021-06-15 02:09:30,663][root][INFO] - Epoch 13, Itrs 15000/30000, Loss=0.172322
[2021-06-15 02:09:30,665][root][INFO] - validation...
[2021-06-15 02:09:33,020][root][INFO] - 0/340
[2021-06-15 02:09:33,158][root][INFO] - 1/340
[2021-06-15 02:09:33,289][root][INFO] - 2/340
[2021-06-15 02:09:33,405][root][INFO] - 3/340
[2021-06-15 02:09:33,525][root][INFO] - 4/340
[2021-06-15 02:09:33,641][root][INFO] - 5/340
[2021-06-15 02:09:33,813][root][INFO] - 6/340
[2021-06-15 02:09:33,982][root][INFO] - 7/340
[2021-06-15 02:09:34,558][root][INFO] - 8/340
[2021-06-15 02:09:34,755][root][INFO] - 9/340
[2021-06-15 02:09:34,938][root][INFO] - 10/340
[2021-06-15 02:09:35,157][root][INFO] - 11/340
[2021-06-15 02:09:35,358][root][INFO] - 12/340
[2021-06-15 02:09:35,587][root][INFO] - 13/340
[2021-06-15 02:09:35,810][root][INFO] - 14/340
[2021-06-15 02:09:36,058][root][INFO] - 15/340
[2021-06-15 02:09:36,316][root][INFO] - 16/340
[2021-06-15 02:09:36,531][root][INFO] - 17/340
[2021-06-15 02:09:36,764][root][INFO] - 18/340
[2021-06-15 02:09:37,001][root][INFO] - 19/340
[2021-06-15 02:09:37,193][root][INFO] - 20/340
[2021-06-15 02:09:37,360][root][INFO] - 21/340
[2021-06-15 02:09:37,486][root][INFO] - 22/340
[2021-06-15 02:09:37,594][root][INFO] - 23/340
[2021-06-15 02:09:37,750][root][INFO] - 24/340
[2021-06-15 02:09:37,886][root][INFO] - 25/340
[2021-06-15 02:09:38,072][root][INFO] - 26/340
[2021-06-15 02:09:38,362][root][INFO] - 27/340
[2021-06-15 02:09:38,558][root][INFO] - 28/340
[2021-06-15 02:09:38,817][root][INFO] - 29/340
[2021-06-15 02:09:39,030][root][INFO] - 30/340
[2021-06-15 02:09:39,190][root][INFO] - 31/340
[2021-06-15 02:09:39,434][root][INFO] - 32/340
[2021-06-15 02:09:39,648][root][INFO] - 33/340
[2021-06-15 02:09:39,749][root][INFO] - 34/340
[2021-06-15 02:09:40,111][root][INFO] - 35/340
[2021-06-15 02:09:40,294][root][INFO] - 36/340
[2021-06-15 02:09:40,476][root][INFO] - 37/340
[2021-06-15 02:09:40,652][root][INFO] - 38/340
[2021-06-15 02:09:40,889][root][INFO] - 39/340
[2021-06-15 02:09:41,102][root][INFO] - 40/340
[2021-06-15 02:09:41,224][root][INFO] - 41/340
[2021-06-15 02:09:41,354][root][INFO] - 42/340
[2021-06-15 02:09:41,889][root][INFO] - 43/340
[2021-06-15 02:09:42,118][root][INFO] - 44/340
[2021-06-15 02:09:42,265][root][INFO] - 45/340
[2021-06-15 02:09:42,394][root][INFO] - 46/340
[2021-06-15 02:09:42,552][root][INFO] - 47/340
[2021-06-15 02:09:42,732][root][INFO] - 48/340
[2021-06-15 02:09:42,860][root][INFO] - 49/340
[2021-06-15 02:09:43,054][root][INFO] - 50/340
[2021-06-15 02:09:43,563][root][INFO] - 51/340
[2021-06-15 02:09:43,730][root][INFO] - 52/340
[2021-06-15 02:09:43,886][root][INFO] - 53/340
[2021-06-15 02:09:44,050][root][INFO] - 54/340
[2021-06-15 02:09:44,269][root][INFO] - 55/340
[2021-06-15 02:09:44,446][root][INFO] - 56/340
[2021-06-15 02:09:44,638][root][INFO] - 57/340
[2021-06-15 02:09:44,802][root][INFO] - 58/340
[2021-06-15 02:09:45,216][root][INFO] - 59/340
[2021-06-15 02:09:45,392][root][INFO] - 60/340
[2021-06-15 02:09:45,651][root][INFO] - 61/340
[2021-06-15 02:09:45,824][root][INFO] - 62/340
[2021-06-15 02:09:46,009][root][INFO] - 63/340
[2021-06-15 02:09:46,192][root][INFO] - 64/340
[2021-06-15 02:09:46,350][root][INFO] - 65/340
[2021-06-15 02:09:46,462][root][INFO] - 66/340
[2021-06-15 02:09:46,634][root][INFO] - 67/340
[2021-06-15 02:09:46,821][root][INFO] - 68/340
[2021-06-15 02:09:47,003][root][INFO] - 69/340
[2021-06-15 02:09:47,202][root][INFO] - 70/340
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[2021-06-15 02:10:41,339][root][INFO] - miou: 0.6109020860671317
[2021-06-15 02:10:42,477][root][INFO] - Model saved as checkpoints/best_miou.pth
[2021-06-15 02:10:44,935][root][INFO] - Epoch 13, Itrs 15010/30000, Loss=0.182333
[2021-06-15 02:10:47,540][root][INFO] - Epoch 13, Itrs 15020/30000, Loss=0.174232
[2021-06-15 02:10:50,151][root][INFO] - Epoch 13, Itrs 15030/30000, Loss=0.181906
[2021-06-15 02:10:52,734][root][INFO] - Epoch 13, Itrs 15040/30000, Loss=0.174755
[2021-06-15 02:10:55,478][root][INFO] - Epoch 13, Itrs 15050/30000, Loss=0.197073
[2021-06-15 02:10:58,170][root][INFO] - Epoch 13, Itrs 15060/30000, Loss=0.188614
[2021-06-15 02:11:00,848][root][INFO] - Epoch 13, Itrs 15070/30000, Loss=0.188255
[2021-06-15 02:11:03,440][root][INFO] - Epoch 13, Itrs 15080/30000, Loss=0.181594
[2021-06-15 02:11:06,127][root][INFO] - Epoch 13, Itrs 15090/30000, Loss=0.169574
[2021-06-15 02:11:08,667][root][INFO] - Epoch 13, Itrs 15100/30000, Loss=0.212876
[2021-06-15 02:11:11,250][root][INFO] - Epoch 13, Itrs 15110/30000, Loss=0.204460
[2021-06-15 02:11:13,939][root][INFO] - Epoch 13, Itrs 15120/30000, Loss=0.184138
[2021-06-15 02:11:16,479][root][INFO] - Epoch 13, Itrs 15130/30000, Loss=0.193210
[2021-06-15 02:11:19,145][root][INFO] - Epoch 13, Itrs 15140/30000, Loss=0.168472
[2021-06-15 02:11:21,754][root][INFO] - Epoch 13, Itrs 15150/30000, Loss=0.179161
[2021-06-15 02:11:24,399][root][INFO] - Epoch 13, Itrs 15160/30000, Loss=0.180613
[2021-06-15 02:11:27,095][root][INFO] - Epoch 13, Itrs 15170/30000, Loss=0.175427
[2021-06-15 02:11:29,621][root][INFO] - Epoch 13, Itrs 15180/30000, Loss=0.186623
[2021-06-15 02:11:32,224][root][INFO] - Epoch 13, Itrs 15190/30000, Loss=0.167581
[2021-06-15 02:11:35,002][root][INFO] - Epoch 13, Itrs 15200/30000, Loss=0.187095
[2021-06-15 02:11:37,597][root][INFO] - Epoch 13, Itrs 15210/30000, Loss=0.195215
[2021-06-15 02:11:40,357][root][INFO] - Epoch 13, Itrs 15220/30000, Loss=0.189592
[2021-06-15 02:11:43,022][root][INFO] - Epoch 13, Itrs 15230/30000, Loss=0.185312
[2021-06-15 02:11:45,654][root][INFO] - Epoch 13, Itrs 15240/30000, Loss=0.203935
[2021-06-15 02:11:48,268][root][INFO] - Epoch 13, Itrs 15250/30000, Loss=0.206902
[2021-06-15 02:11:50,830][root][INFO] - Epoch 13, Itrs 15260/30000, Loss=0.189248
[2021-06-15 02:11:53,499][root][INFO] - Epoch 13, Itrs 15270/30000, Loss=0.173073
[2021-06-15 02:11:56,124][root][INFO] - Epoch 13, Itrs 15280/30000, Loss=0.207971
[2021-06-15 02:11:58,811][root][INFO] - Epoch 13, Itrs 15290/30000, Loss=0.196630
[2021-06-15 02:12:01,407][root][INFO] - Epoch 13, Itrs 15300/30000, Loss=0.190866
[2021-06-15 02:12:04,109][root][INFO] - Epoch 13, Itrs 15310/30000, Loss=0.183223
[2021-06-15 02:12:06,720][root][INFO] - Epoch 13, Itrs 15320/30000, Loss=0.182782
[2021-06-15 02:12:09,502][root][INFO] - Epoch 13, Itrs 15330/30000, Loss=0.182277
[2021-06-15 02:12:12,098][root][INFO] - Epoch 13, Itrs 15340/30000, Loss=0.187670
[2021-06-15 02:12:14,869][root][INFO] - Epoch 13, Itrs 15350/30000, Loss=0.186912
[2021-06-15 02:12:17,449][root][INFO] - Epoch 13, Itrs 15360/30000, Loss=0.182096
[2021-06-15 02:12:20,086][root][INFO] - Epoch 13, Itrs 15370/30000, Loss=0.192541
[2021-06-15 02:12:22,711][root][INFO] - Epoch 13, Itrs 15380/30000, Loss=0.187033
[2021-06-15 02:12:25,383][root][INFO] - Epoch 13, Itrs 15390/30000, Loss=0.191403
[2021-06-15 02:12:28,053][root][INFO] - Epoch 13, Itrs 15400/30000, Loss=0.179387
[2021-06-15 02:12:30,756][root][INFO] - Epoch 13, Itrs 15410/30000, Loss=0.193938
[2021-06-15 02:12:33,442][root][INFO] - Epoch 13, Itrs 15420/30000, Loss=0.210793
[2021-06-15 02:12:36,020][root][INFO] - Epoch 13, Itrs 15430/30000, Loss=0.208159
[2021-06-15 02:12:38,811][root][INFO] - Epoch 13, Itrs 15440/30000, Loss=0.191022
[2021-06-15 02:12:41,512][root][INFO] - Epoch 13, Itrs 15450/30000, Loss=0.201053
[2021-06-15 02:12:44,232][root][INFO] - Epoch 13, Itrs 15460/30000, Loss=0.188659
[2021-06-15 02:12:46,770][root][INFO] - Epoch 13, Itrs 15470/30000, Loss=0.195467
[2021-06-15 02:12:49,495][root][INFO] - Epoch 13, Itrs 15480/30000, Loss=0.192816
[2021-06-15 02:12:52,089][root][INFO] - Epoch 13, Itrs 15490/30000, Loss=0.195847
[2021-06-15 02:12:54,801][root][INFO] - Epoch 13, Itrs 15500/30000, Loss=0.177037
[2021-06-15 02:12:57,443][root][INFO] - Epoch 13, Itrs 15510/30000, Loss=0.206801
[2021-06-15 02:13:00,101][root][INFO] - Epoch 13, Itrs 15520/30000, Loss=0.190190
[2021-06-15 02:13:02,709][root][INFO] - Epoch 13, Itrs 15530/30000, Loss=0.205633
[2021-06-15 02:13:05,456][root][INFO] - Epoch 13, Itrs 15540/30000, Loss=0.183752
[2021-06-15 02:13:08,135][root][INFO] - Epoch 13, Itrs 15550/30000, Loss=0.185453
[2021-06-15 02:13:10,792][root][INFO] - Epoch 13, Itrs 15560/30000, Loss=0.191878
[2021-06-15 02:13:13,454][root][INFO] - Epoch 13, Itrs 15570/30000, Loss=0.188321
[2021-06-15 02:13:16,019][root][INFO] - Epoch 13, Itrs 15580/30000, Loss=0.188537
[2021-06-15 02:13:18,770][root][INFO] - Epoch 13, Itrs 15590/30000, Loss=0.174588
[2021-06-15 02:13:21,425][root][INFO] - Epoch 13, Itrs 15600/30000, Loss=0.188066
[2021-06-15 02:13:24,136][root][INFO] - Epoch 13, Itrs 15610/30000, Loss=0.178807
[2021-06-15 02:13:26,821][root][INFO] - Epoch 13, Itrs 15620/30000, Loss=0.182362
[2021-06-15 02:13:29,470][root][INFO] - Epoch 13, Itrs 15630/30000, Loss=0.178625
[2021-06-15 02:13:32,203][root][INFO] - Epoch 13, Itrs 15640/30000, Loss=0.191727
[2021-06-15 02:13:34,798][root][INFO] - Epoch 13, Itrs 15650/30000, Loss=0.189619
[2021-06-15 02:13:37,455][root][INFO] - Epoch 13, Itrs 15660/30000, Loss=0.196243
[2021-06-15 02:13:40,143][root][INFO] - Epoch 13, Itrs 15670/30000, Loss=0.177821
[2021-06-15 02:13:42,796][root][INFO] - Epoch 13, Itrs 15680/30000, Loss=0.165427
[2021-06-15 02:13:45,516][root][INFO] - Epoch 13, Itrs 15690/30000, Loss=0.202092
[2021-06-15 02:13:48,086][root][INFO] - Epoch 13, Itrs 15700/30000, Loss=0.184168
[2021-06-15 02:13:50,810][root][INFO] - Epoch 13, Itrs 15710/30000, Loss=0.204131
[2021-06-15 02:13:53,391][root][INFO] - Epoch 13, Itrs 15720/30000, Loss=0.211644
[2021-06-15 02:13:56,118][root][INFO] - Epoch 13, Itrs 15730/30000, Loss=0.177615
[2021-06-15 02:13:58,695][root][INFO] - Epoch 13, Itrs 15740/30000, Loss=0.162092
[2021-06-15 02:14:01,326][root][INFO] - Epoch 13, Itrs 15750/30000, Loss=0.192610
[2021-06-15 02:14:04,041][root][INFO] - Epoch 13, Itrs 15760/30000, Loss=0.195316
[2021-06-15 02:14:06,667][root][INFO] - Epoch 13, Itrs 15770/30000, Loss=0.181267
[2021-06-15 02:14:09,223][root][INFO] - Epoch 13, Itrs 15780/30000, Loss=0.194510
[2021-06-15 02:14:11,913][root][INFO] - Epoch 13, Itrs 15790/30000, Loss=0.189309
[2021-06-15 02:14:14,699][root][INFO] - Epoch 13, Itrs 15800/30000, Loss=0.171703
[2021-06-15 02:14:17,239][root][INFO] - Epoch 13, Itrs 15810/30000, Loss=0.172730
[2021-06-15 02:14:19,645][root][INFO] - Epoch 13, Itrs 15820/30000, Loss=0.164825
[2021-06-15 02:14:24,952][root][INFO] - Epoch 14, Itrs 15830/30000, Loss=0.169480
[2021-06-15 02:14:28,092][root][INFO] - Epoch 14, Itrs 15840/30000, Loss=0.174012
[2021-06-15 02:14:30,818][root][INFO] - Epoch 14, Itrs 15850/30000, Loss=0.201413
[2021-06-15 02:14:33,586][root][INFO] - Epoch 14, Itrs 15860/30000, Loss=0.173472
[2021-06-15 02:14:36,293][root][INFO] - Epoch 14, Itrs 15870/30000, Loss=0.174692
[2021-06-15 02:14:39,068][root][INFO] - Epoch 14, Itrs 15880/30000, Loss=0.167443
[2021-06-15 02:14:41,695][root][INFO] - Epoch 14, Itrs 15890/30000, Loss=0.174476
[2021-06-15 02:14:44,391][root][INFO] - Epoch 14, Itrs 15900/30000, Loss=0.177423
[2021-06-15 02:14:47,058][root][INFO] - Epoch 14, Itrs 15910/30000, Loss=0.167370
[2021-06-15 02:14:49,731][root][INFO] - Epoch 14, Itrs 15920/30000, Loss=0.167593
[2021-06-15 02:14:52,522][root][INFO] - Epoch 14, Itrs 15930/30000, Loss=0.179208
[2021-06-15 02:14:55,155][root][INFO] - Epoch 14, Itrs 15940/30000, Loss=0.183758
[2021-06-15 02:14:57,882][root][INFO] - Epoch 14, Itrs 15950/30000, Loss=0.185803
[2021-06-15 02:15:00,495][root][INFO] - Epoch 14, Itrs 15960/30000, Loss=0.164424
[2021-06-15 02:15:03,128][root][INFO] - Epoch 14, Itrs 15970/30000, Loss=0.156722
[2021-06-15 02:15:05,794][root][INFO] - Epoch 14, Itrs 15980/30000, Loss=0.167650
[2021-06-15 02:15:08,315][root][INFO] - Epoch 14, Itrs 15990/30000, Loss=0.168565
[2021-06-15 02:15:11,033][root][INFO] - Epoch 14, Itrs 16000/30000, Loss=0.192762
[2021-06-15 02:15:13,614][root][INFO] - Epoch 14, Itrs 16010/30000, Loss=0.183206
[2021-06-15 02:15:16,144][root][INFO] - Epoch 14, Itrs 16020/30000, Loss=0.173551
[2021-06-15 02:15:18,902][root][INFO] - Epoch 14, Itrs 16030/30000, Loss=0.182201
[2021-06-15 02:15:21,558][root][INFO] - Epoch 14, Itrs 16040/30000, Loss=0.188314
[2021-06-15 02:15:24,259][root][INFO] - Epoch 14, Itrs 16050/30000, Loss=0.193686
[2021-06-15 02:15:26,880][root][INFO] - Epoch 14, Itrs 16060/30000, Loss=0.176551
[2021-06-15 02:15:29,507][root][INFO] - Epoch 14, Itrs 16070/30000, Loss=0.168360
[2021-06-15 02:15:32,111][root][INFO] - Epoch 14, Itrs 16080/30000, Loss=0.175639
[2021-06-15 02:15:34,847][root][INFO] - Epoch 14, Itrs 16090/30000, Loss=0.163690
[2021-06-15 02:15:37,531][root][INFO] - Epoch 14, Itrs 16100/30000, Loss=0.181640
[2021-06-15 02:15:40,054][root][INFO] - Epoch 14, Itrs 16110/30000, Loss=0.169922
[2021-06-15 02:15:42,699][root][INFO] - Epoch 14, Itrs 16120/30000, Loss=0.177658
[2021-06-15 02:15:45,580][root][INFO] - Epoch 14, Itrs 16130/30000, Loss=0.195243
[2021-06-15 02:15:48,288][root][INFO] - Epoch 14, Itrs 16140/30000, Loss=0.171162
[2021-06-15 02:15:50,901][root][INFO] - Epoch 14, Itrs 16150/30000, Loss=0.162258
[2021-06-15 02:15:53,448][root][INFO] - Epoch 14, Itrs 16160/30000, Loss=0.175674
[2021-06-15 02:15:56,121][root][INFO] - Epoch 14, Itrs 16170/30000, Loss=0.188340
[2021-06-15 02:15:58,875][root][INFO] - Epoch 14, Itrs 16180/30000, Loss=0.185343
[2021-06-15 02:16:01,568][root][INFO] - Epoch 14, Itrs 16190/30000, Loss=0.186335
[2021-06-15 02:16:04,343][root][INFO] - Epoch 14, Itrs 16200/30000, Loss=0.166389
[2021-06-15 02:16:07,032][root][INFO] - Epoch 14, Itrs 16210/30000, Loss=0.175339
[2021-06-15 02:16:09,640][root][INFO] - Epoch 14, Itrs 16220/30000, Loss=0.182790
[2021-06-15 02:16:12,227][root][INFO] - Epoch 14, Itrs 16230/30000, Loss=0.164208
[2021-06-15 02:16:14,827][root][INFO] - Epoch 14, Itrs 16240/30000, Loss=0.176919
[2021-06-15 02:16:17,560][root][INFO] - Epoch 14, Itrs 16250/30000, Loss=0.174717
[2021-06-15 02:16:20,114][root][INFO] - Epoch 14, Itrs 16260/30000, Loss=0.181100
[2021-06-15 02:16:22,720][root][INFO] - Epoch 14, Itrs 16270/30000, Loss=0.183177
[2021-06-15 02:16:25,480][root][INFO] - Epoch 14, Itrs 16280/30000, Loss=0.176501
[2021-06-15 02:16:28,176][root][INFO] - Epoch 14, Itrs 16290/30000, Loss=0.181244
[2021-06-15 02:16:30,860][root][INFO] - Epoch 14, Itrs 16300/30000, Loss=0.177800
[2021-06-15 02:16:33,464][root][INFO] - Epoch 14, Itrs 16310/30000, Loss=0.184215
[2021-06-15 02:16:35,997][root][INFO] - Epoch 14, Itrs 16320/30000, Loss=0.179546
[2021-06-15 02:16:38,594][root][INFO] - Epoch 14, Itrs 16330/30000, Loss=0.178698
[2021-06-15 02:16:41,375][root][INFO] - Epoch 14, Itrs 16340/30000, Loss=0.167728
[2021-06-15 02:16:44,131][root][INFO] - Epoch 14, Itrs 16350/30000, Loss=0.204225
[2021-06-15 02:16:46,716][root][INFO] - Epoch 14, Itrs 16360/30000, Loss=0.179242
[2021-06-15 02:16:49,400][root][INFO] - Epoch 14, Itrs 16370/30000, Loss=0.181087
[2021-06-15 02:16:52,036][root][INFO] - Epoch 14, Itrs 16380/30000, Loss=0.180382
[2021-06-15 02:16:54,744][root][INFO] - Epoch 14, Itrs 16390/30000, Loss=0.154709
[2021-06-15 02:16:57,300][root][INFO] - Epoch 14, Itrs 16400/30000, Loss=0.174637
[2021-06-15 02:17:00,055][root][INFO] - Epoch 14, Itrs 16410/30000, Loss=0.193159
[2021-06-15 02:17:02,646][root][INFO] - Epoch 14, Itrs 16420/30000, Loss=0.190651
[2021-06-15 02:17:05,274][root][INFO] - Epoch 14, Itrs 16430/30000, Loss=0.184225
[2021-06-15 02:17:07,946][root][INFO] - Epoch 14, Itrs 16440/30000, Loss=0.177105
[2021-06-15 02:17:10,560][root][INFO] - Epoch 14, Itrs 16450/30000, Loss=0.181126
[2021-06-15 02:17:13,153][root][INFO] - Epoch 14, Itrs 16460/30000, Loss=0.193536
[2021-06-15 02:17:15,758][root][INFO] - Epoch 14, Itrs 16470/30000, Loss=0.179361
[2021-06-15 02:17:18,471][root][INFO] - Epoch 14, Itrs 16480/30000, Loss=0.173748
[2021-06-15 02:17:21,008][root][INFO] - Epoch 14, Itrs 16490/30000, Loss=0.187567
[2021-06-15 02:17:23,698][root][INFO] - Epoch 14, Itrs 16500/30000, Loss=0.176560
[2021-06-15 02:17:26,308][root][INFO] - Epoch 14, Itrs 16510/30000, Loss=0.188197
[2021-06-15 02:17:28,960][root][INFO] - Epoch 14, Itrs 16520/30000, Loss=0.183277
[2021-06-15 02:17:31,691][root][INFO] - Epoch 14, Itrs 16530/30000, Loss=0.167905
[2021-06-15 02:17:34,243][root][INFO] - Epoch 14, Itrs 16540/30000, Loss=0.194213
[2021-06-15 02:17:36,852][root][INFO] - Epoch 14, Itrs 16550/30000, Loss=0.183103
[2021-06-15 02:17:39,579][root][INFO] - Epoch 14, Itrs 16560/30000, Loss=0.176722
[2021-06-15 02:17:42,355][root][INFO] - Epoch 14, Itrs 16570/30000, Loss=0.177190
[2021-06-15 02:17:44,986][root][INFO] - Epoch 14, Itrs 16580/30000, Loss=0.197158
[2021-06-15 02:17:47,608][root][INFO] - Epoch 14, Itrs 16590/30000, Loss=0.170418
[2021-06-15 02:17:50,220][root][INFO] - Epoch 14, Itrs 16600/30000, Loss=0.182289
[2021-06-15 02:17:52,919][root][INFO] - Epoch 14, Itrs 16610/30000, Loss=0.178152
[2021-06-15 02:17:55,599][root][INFO] - Epoch 14, Itrs 16620/30000, Loss=0.175092
[2021-06-15 02:17:58,324][root][INFO] - Epoch 14, Itrs 16630/30000, Loss=0.166341
[2021-06-15 02:18:00,947][root][INFO] - Epoch 14, Itrs 16640/30000, Loss=0.168752
[2021-06-15 02:18:03,765][root][INFO] - Epoch 14, Itrs 16650/30000, Loss=0.184888
[2021-06-15 02:18:06,390][root][INFO] - Epoch 14, Itrs 16660/30000, Loss=0.204360
[2021-06-15 02:18:08,932][root][INFO] - Epoch 14, Itrs 16670/30000, Loss=0.160606
[2021-06-15 02:18:11,697][root][INFO] - Epoch 14, Itrs 16680/30000, Loss=0.188776
[2021-06-15 02:18:14,322][root][INFO] - Epoch 14, Itrs 16690/30000, Loss=0.177399
[2021-06-15 02:18:16,929][root][INFO] - Epoch 14, Itrs 16700/30000, Loss=0.182882
[2021-06-15 02:18:19,611][root][INFO] - Epoch 14, Itrs 16710/30000, Loss=0.163824
[2021-06-15 02:18:22,190][root][INFO] - Epoch 14, Itrs 16720/30000, Loss=0.186113
[2021-06-15 02:18:24,931][root][INFO] - Epoch 14, Itrs 16730/30000, Loss=0.183428
[2021-06-15 02:18:27,582][root][INFO] - Epoch 14, Itrs 16740/30000, Loss=0.163354
[2021-06-15 02:18:30,155][root][INFO] - Epoch 14, Itrs 16750/30000, Loss=0.192813
[2021-06-15 02:18:32,713][root][INFO] - Epoch 14, Itrs 16760/30000, Loss=0.187660
[2021-06-15 02:18:35,452][root][INFO] - Epoch 14, Itrs 16770/30000, Loss=0.187601
[2021-06-15 02:18:38,055][root][INFO] - Epoch 14, Itrs 16780/30000, Loss=0.190374
[2021-06-15 02:18:40,860][root][INFO] - Epoch 14, Itrs 16790/30000, Loss=0.174780
[2021-06-15 02:18:43,453][root][INFO] - Epoch 14, Itrs 16800/30000, Loss=0.182704
[2021-06-15 02:18:46,179][root][INFO] - Epoch 14, Itrs 16810/30000, Loss=0.167003
[2021-06-15 02:18:48,812][root][INFO] - Epoch 14, Itrs 16820/30000, Loss=0.204509
[2021-06-15 02:18:51,460][root][INFO] - Epoch 14, Itrs 16830/30000, Loss=0.202884
[2021-06-15 02:18:53,991][root][INFO] - Epoch 14, Itrs 16840/30000, Loss=0.180905
[2021-06-15 02:18:56,746][root][INFO] - Epoch 14, Itrs 16850/30000, Loss=0.186528
[2021-06-15 02:18:59,324][root][INFO] - Epoch 14, Itrs 16860/30000, Loss=0.187512
[2021-06-15 02:19:02,002][root][INFO] - Epoch 14, Itrs 16870/30000, Loss=0.177744
[2021-06-15 02:19:04,660][root][INFO] - Epoch 14, Itrs 16880/30000, Loss=0.176668
[2021-06-15 02:19:07,301][root][INFO] - Epoch 14, Itrs 16890/30000, Loss=0.193484
[2021-06-15 02:19:10,001][root][INFO] - Epoch 14, Itrs 16900/30000, Loss=0.167250
[2021-06-15 02:19:12,591][root][INFO] - Epoch 14, Itrs 16910/30000, Loss=0.162583
[2021-06-15 02:19:15,286][root][INFO] - Epoch 14, Itrs 16920/30000, Loss=0.188343
[2021-06-15 02:19:17,902][root][INFO] - Epoch 14, Itrs 16930/30000, Loss=0.176082
[2021-06-15 02:19:20,670][root][INFO] - Epoch 14, Itrs 16940/30000, Loss=0.175526
[2021-06-15 02:19:23,259][root][INFO] - Epoch 14, Itrs 16950/30000, Loss=0.192494
[2021-06-15 02:19:25,901][root][INFO] - Epoch 14, Itrs 16960/30000, Loss=0.172068
[2021-06-15 02:19:28,544][root][INFO] - Epoch 14, Itrs 16970/30000, Loss=0.189866
[2021-06-15 02:19:31,258][root][INFO] - Epoch 14, Itrs 16980/30000, Loss=0.182522
[2021-06-15 02:19:33,906][root][INFO] - Epoch 14, Itrs 16990/30000, Loss=0.173398
[2021-06-15 02:19:36,609][root][INFO] - Epoch 14, Itrs 17000/30000, Loss=0.187803
[2021-06-15 02:19:39,270][root][INFO] - Epoch 14, Itrs 17010/30000, Loss=0.195574
[2021-06-15 02:19:41,832][root][INFO] - Epoch 14, Itrs 17020/30000, Loss=0.179514
[2021-06-15 02:19:44,301][root][INFO] - Epoch 14, Itrs 17030/30000, Loss=0.163151
[2021-06-15 02:19:49,062][root][INFO] - Epoch 15, Itrs 17040/30000, Loss=0.181883
[2021-06-15 02:19:52,156][root][INFO] - Epoch 15, Itrs 17050/30000, Loss=0.165370
[2021-06-15 02:19:55,197][root][INFO] - Epoch 15, Itrs 17060/30000, Loss=0.180115
[2021-06-15 02:19:57,936][root][INFO] - Epoch 15, Itrs 17070/30000, Loss=0.172633
[2021-06-15 02:20:00,579][root][INFO] - Epoch 15, Itrs 17080/30000, Loss=0.180815
[2021-06-15 02:20:03,254][root][INFO] - Epoch 15, Itrs 17090/30000, Loss=0.185266
[2021-06-15 02:20:05,956][root][INFO] - Epoch 15, Itrs 17100/30000, Loss=0.166885
[2021-06-15 02:20:08,724][root][INFO] - Epoch 15, Itrs 17110/30000, Loss=0.167047
[2021-06-15 02:20:11,330][root][INFO] - Epoch 15, Itrs 17120/30000, Loss=0.156852
[2021-06-15 02:20:13,910][root][INFO] - Epoch 15, Itrs 17130/30000, Loss=0.178783
[2021-06-15 02:20:16,664][root][INFO] - Epoch 15, Itrs 17140/30000, Loss=0.186116
[2021-06-15 02:20:19,412][root][INFO] - Epoch 15, Itrs 17150/30000, Loss=0.165546
[2021-06-15 02:20:21,977][root][INFO] - Epoch 15, Itrs 17160/30000, Loss=0.165315
[2021-06-15 02:20:24,664][root][INFO] - Epoch 15, Itrs 17170/30000, Loss=0.168068
[2021-06-15 02:20:27,376][root][INFO] - Epoch 15, Itrs 17180/30000, Loss=0.177463
[2021-06-15 02:20:30,056][root][INFO] - Epoch 15, Itrs 17190/30000, Loss=0.177097
[2021-06-15 02:20:32,618][root][INFO] - Epoch 15, Itrs 17200/30000, Loss=0.162297
[2021-06-15 02:20:35,226][root][INFO] - Epoch 15, Itrs 17210/30000, Loss=0.162035
[2021-06-15 02:20:37,953][root][INFO] - Epoch 15, Itrs 17220/30000, Loss=0.171115
[2021-06-15 02:20:40,562][root][INFO] - Epoch 15, Itrs 17230/30000, Loss=0.166900
[2021-06-15 02:20:43,190][root][INFO] - Epoch 15, Itrs 17240/30000, Loss=0.176138
[2021-06-15 02:20:45,808][root][INFO] - Epoch 15, Itrs 17250/30000, Loss=0.159337
[2021-06-15 02:20:48,617][root][INFO] - Epoch 15, Itrs 17260/30000, Loss=0.158083
[2021-06-15 02:20:51,171][root][INFO] - Epoch 15, Itrs 17270/30000, Loss=0.173716
[2021-06-15 02:20:53,766][root][INFO] - Epoch 15, Itrs 17280/30000, Loss=0.168223
[2021-06-15 02:20:56,490][root][INFO] - Epoch 15, Itrs 17290/30000, Loss=0.176252
[2021-06-15 02:20:59,198][root][INFO] - Epoch 15, Itrs 17300/30000, Loss=0.178106
[2021-06-15 02:21:01,774][root][INFO] - Epoch 15, Itrs 17310/30000, Loss=0.179288
[2021-06-15 02:21:04,402][root][INFO] - Epoch 15, Itrs 17320/30000, Loss=0.177862
[2021-06-15 02:21:07,122][root][INFO] - Epoch 15, Itrs 17330/30000, Loss=0.176168
[2021-06-15 02:21:09,834][root][INFO] - Epoch 15, Itrs 17340/30000, Loss=0.167535
[2021-06-15 02:21:12,459][root][INFO] - Epoch 15, Itrs 17350/30000, Loss=0.172236
[2021-06-15 02:21:15,053][root][INFO] - Epoch 15, Itrs 17360/30000, Loss=0.168291
[2021-06-15 02:21:17,650][root][INFO] - Epoch 15, Itrs 17370/30000, Loss=0.162806
[2021-06-15 02:21:20,339][root][INFO] - Epoch 15, Itrs 17380/30000, Loss=0.169202
[2021-06-15 02:21:22,952][root][INFO] - Epoch 15, Itrs 17390/30000, Loss=0.179859
[2021-06-15 02:21:25,595][root][INFO] - Epoch 15, Itrs 17400/30000, Loss=0.170511
[2021-06-15 02:21:28,302][root][INFO] - Epoch 15, Itrs 17410/30000, Loss=0.156033
[2021-06-15 02:21:30,998][root][INFO] - Epoch 15, Itrs 17420/30000, Loss=0.168833
[2021-06-15 02:21:33,572][root][INFO] - Epoch 15, Itrs 17430/30000, Loss=0.180635
[2021-06-15 02:21:36,212][root][INFO] - Epoch 15, Itrs 17440/30000, Loss=0.178241
[2021-06-15 02:21:38,804][root][INFO] - Epoch 15, Itrs 17450/30000, Loss=0.165486
[2021-06-15 02:21:41,557][root][INFO] - Epoch 15, Itrs 17460/30000, Loss=0.172168
[2021-06-15 02:21:44,252][root][INFO] - Epoch 15, Itrs 17470/30000, Loss=0.175632
[2021-06-15 02:21:46,800][root][INFO] - Epoch 15, Itrs 17480/30000, Loss=0.184307
[2021-06-15 02:21:49,468][root][INFO] - Epoch 15, Itrs 17490/30000, Loss=0.170436
[2021-06-15 02:21:52,139][root][INFO] - Epoch 15, Itrs 17500/30000, Loss=0.184920
[2021-06-15 02:21:54,751][root][INFO] - Epoch 15, Itrs 17510/30000, Loss=0.176723
[2021-06-15 02:21:57,420][root][INFO] - Epoch 15, Itrs 17520/30000, Loss=0.174597
[2021-06-15 02:22:00,202][root][INFO] - Epoch 15, Itrs 17530/30000, Loss=0.169068
[2021-06-15 02:22:02,841][root][INFO] - Epoch 15, Itrs 17540/30000, Loss=0.177403
[2021-06-15 02:22:05,368][root][INFO] - Epoch 15, Itrs 17550/30000, Loss=0.173722
[2021-06-15 02:22:08,058][root][INFO] - Epoch 15, Itrs 17560/30000, Loss=0.165858
[2021-06-15 02:22:10,659][root][INFO] - Epoch 15, Itrs 17570/30000, Loss=0.165963
[2021-06-15 02:22:13,322][root][INFO] - Epoch 15, Itrs 17580/30000, Loss=0.161970
[2021-06-15 02:22:15,925][root][INFO] - Epoch 15, Itrs 17590/30000, Loss=0.179688
[2021-06-15 02:22:18,574][root][INFO] - Epoch 15, Itrs 17600/30000, Loss=0.179224
[2021-06-15 02:22:21,150][root][INFO] - Epoch 15, Itrs 17610/30000, Loss=0.184314
[2021-06-15 02:22:23,824][root][INFO] - Epoch 15, Itrs 17620/30000, Loss=0.158802
[2021-06-15 02:22:26,606][root][INFO] - Epoch 15, Itrs 17630/30000, Loss=0.167825
[2021-06-15 02:22:29,240][root][INFO] - Epoch 15, Itrs 17640/30000, Loss=0.179502
[2021-06-15 02:22:31,882][root][INFO] - Epoch 15, Itrs 17650/30000, Loss=0.167104
[2021-06-15 02:22:34,575][root][INFO] - Epoch 15, Itrs 17660/30000, Loss=0.167738
[2021-06-15 02:22:37,191][root][INFO] - Epoch 15, Itrs 17670/30000, Loss=0.174465
[2021-06-15 02:22:39,806][root][INFO] - Epoch 15, Itrs 17680/30000, Loss=0.160801
[2021-06-15 02:22:42,494][root][INFO] - Epoch 15, Itrs 17690/30000, Loss=0.179614
[2021-06-15 02:22:45,239][root][INFO] - Epoch 15, Itrs 17700/30000, Loss=0.173325
[2021-06-15 02:22:47,871][root][INFO] - Epoch 15, Itrs 17710/30000, Loss=0.166426
[2021-06-15 02:22:50,503][root][INFO] - Epoch 15, Itrs 17720/30000, Loss=0.182225
[2021-06-15 02:22:53,099][root][INFO] - Epoch 15, Itrs 17730/30000, Loss=0.176322
[2021-06-15 02:22:55,745][root][INFO] - Epoch 15, Itrs 17740/30000, Loss=0.167600
[2021-06-15 02:22:58,312][root][INFO] - Epoch 15, Itrs 17750/30000, Loss=0.179543
[2021-06-15 02:23:01,061][root][INFO] - Epoch 15, Itrs 17760/30000, Loss=0.179488
[2021-06-15 02:23:03,719][root][INFO] - Epoch 15, Itrs 17770/30000, Loss=0.166321
[2021-06-15 02:23:06,367][root][INFO] - Epoch 15, Itrs 17780/30000, Loss=0.177873
[2021-06-15 02:23:09,069][root][INFO] - Epoch 15, Itrs 17790/30000, Loss=0.190212
[2021-06-15 02:23:11,689][root][INFO] - Epoch 15, Itrs 17800/30000, Loss=0.162847
[2021-06-15 02:23:14,338][root][INFO] - Epoch 15, Itrs 17810/30000, Loss=0.181679
[2021-06-15 02:23:16,968][root][INFO] - Epoch 15, Itrs 17820/30000, Loss=0.191762
[2021-06-15 02:23:19,568][root][INFO] - Epoch 15, Itrs 17830/30000, Loss=0.175287
[2021-06-15 02:23:22,222][root][INFO] - Epoch 15, Itrs 17840/30000, Loss=0.168634
[2021-06-15 02:23:24,939][root][INFO] - Epoch 15, Itrs 17850/30000, Loss=0.178972
[2021-06-15 02:23:27,569][root][INFO] - Epoch 15, Itrs 17860/30000, Loss=0.182936
[2021-06-15 02:23:30,180][root][INFO] - Epoch 15, Itrs 17870/30000, Loss=0.174749
[2021-06-15 02:23:32,844][root][INFO] - Epoch 15, Itrs 17880/30000, Loss=0.166448
[2021-06-15 02:23:35,488][root][INFO] - Epoch 15, Itrs 17890/30000, Loss=0.174789
[2021-06-15 02:23:38,224][root][INFO] - Epoch 15, Itrs 17900/30000, Loss=0.176472
[2021-06-15 02:23:40,909][root][INFO] - Epoch 15, Itrs 17910/30000, Loss=0.170217
[2021-06-15 02:23:43,426][root][INFO] - Epoch 15, Itrs 17920/30000, Loss=0.176217
[2021-06-15 02:23:46,105][root][INFO] - Epoch 15, Itrs 17930/30000, Loss=0.176267
[2021-06-15 02:23:48,821][root][INFO] - Epoch 15, Itrs 17940/30000, Loss=0.184545
[2021-06-15 02:23:51,508][root][INFO] - Epoch 15, Itrs 17950/30000, Loss=0.180079
[2021-06-15 02:23:54,144][root][INFO] - Epoch 15, Itrs 17960/30000, Loss=0.178101
[2021-06-15 02:23:56,723][root][INFO] - Epoch 15, Itrs 17970/30000, Loss=0.163805
[2021-06-15 02:23:59,334][root][INFO] - Epoch 15, Itrs 17980/30000, Loss=0.182980
[2021-06-15 02:24:01,853][root][INFO] - Epoch 15, Itrs 17990/30000, Loss=0.168591
[2021-06-15 02:24:04,591][root][INFO] - Epoch 15, Itrs 18000/30000, Loss=0.173310
[2021-06-15 02:24:04,592][root][INFO] - validation...
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[2021-06-15 02:25:15,070][root][INFO] - miou: 0.6073553155464007
[2021-06-15 02:25:17,589][root][INFO] - Epoch 15, Itrs 18010/30000, Loss=0.183240
[2021-06-15 02:25:20,153][root][INFO] - Epoch 15, Itrs 18020/30000, Loss=0.187700
[2021-06-15 02:25:22,716][root][INFO] - Epoch 15, Itrs 18030/30000, Loss=0.172744
[2021-06-15 02:25:25,621][root][INFO] - Epoch 15, Itrs 18040/30000, Loss=0.181301
[2021-06-15 02:25:28,160][root][INFO] - Epoch 15, Itrs 18050/30000, Loss=0.164025
[2021-06-15 02:25:30,804][root][INFO] - Epoch 15, Itrs 18060/30000, Loss=0.175714
[2021-06-15 02:25:33,412][root][INFO] - Epoch 15, Itrs 18070/30000, Loss=0.185481
[2021-06-15 02:25:36,118][root][INFO] - Epoch 15, Itrs 18080/30000, Loss=0.178948
[2021-06-15 02:25:38,670][root][INFO] - Epoch 15, Itrs 18090/30000, Loss=0.171799
[2021-06-15 02:25:41,326][root][INFO] - Epoch 15, Itrs 18100/30000, Loss=0.186170
[2021-06-15 02:25:43,908][root][INFO] - Epoch 15, Itrs 18110/30000, Loss=0.175689
[2021-06-15 02:25:46,461][root][INFO] - Epoch 15, Itrs 18120/30000, Loss=0.166767
[2021-06-15 02:25:49,140][root][INFO] - Epoch 15, Itrs 18130/30000, Loss=0.166185
[2021-06-15 02:25:51,891][root][INFO] - Epoch 15, Itrs 18140/30000, Loss=0.159197
[2021-06-15 02:25:54,448][root][INFO] - Epoch 15, Itrs 18150/30000, Loss=0.179121
[2021-06-15 02:25:57,005][root][INFO] - Epoch 15, Itrs 18160/30000, Loss=0.164370
[2021-06-15 02:25:59,695][root][INFO] - Epoch 15, Itrs 18170/30000, Loss=0.166265
[2021-06-15 02:26:02,350][root][INFO] - Epoch 15, Itrs 18180/30000, Loss=0.176674
[2021-06-15 02:26:05,151][root][INFO] - Epoch 15, Itrs 18190/30000, Loss=0.169598
[2021-06-15 02:26:07,772][root][INFO] - Epoch 15, Itrs 18200/30000, Loss=0.176038
[2021-06-15 02:26:10,357][root][INFO] - Epoch 15, Itrs 18210/30000, Loss=0.155795
[2021-06-15 02:26:12,987][root][INFO] - Epoch 15, Itrs 18220/30000, Loss=0.162933
[2021-06-15 02:26:15,651][root][INFO] - Epoch 15, Itrs 18230/30000, Loss=0.165742
[2021-06-15 02:26:18,394][root][INFO] - Epoch 15, Itrs 18240/30000, Loss=0.171030
[2021-06-15 02:26:20,797][root][INFO] - Epoch 15, Itrs 18250/30000, Loss=0.184058
[2021-06-15 02:26:25,769][root][INFO] - Epoch 16, Itrs 18260/30000, Loss=0.166038
[2021-06-15 02:26:28,918][root][INFO] - Epoch 16, Itrs 18270/30000, Loss=0.172840
[2021-06-15 02:26:31,730][root][INFO] - Epoch 16, Itrs 18280/30000, Loss=0.153345
[2021-06-15 02:26:34,372][root][INFO] - Epoch 16, Itrs 18290/30000, Loss=0.157386
[2021-06-15 02:26:37,049][root][INFO] - Epoch 16, Itrs 18300/30000, Loss=0.177257
[2021-06-15 02:26:39,741][root][INFO] - Epoch 16, Itrs 18310/30000, Loss=0.160201
[2021-06-15 02:26:42,441][root][INFO] - Epoch 16, Itrs 18320/30000, Loss=0.169813
[2021-06-15 02:26:45,192][root][INFO] - Epoch 16, Itrs 18330/30000, Loss=0.171642
[2021-06-15 02:26:47,995][root][INFO] - Epoch 16, Itrs 18340/30000, Loss=0.166372
[2021-06-15 02:26:50,544][root][INFO] - Epoch 16, Itrs 18350/30000, Loss=0.170441
[2021-06-15 02:26:53,251][root][INFO] - Epoch 16, Itrs 18360/30000, Loss=0.163291
[2021-06-15 02:26:55,798][root][INFO] - Epoch 16, Itrs 18370/30000, Loss=0.179186
[2021-06-15 02:26:58,606][root][INFO] - Epoch 16, Itrs 18380/30000, Loss=0.168444
[2021-06-15 02:27:01,211][root][INFO] - Epoch 16, Itrs 18390/30000, Loss=0.164720
[2021-06-15 02:27:03,920][root][INFO] - Epoch 16, Itrs 18400/30000, Loss=0.181970
[2021-06-15 02:27:06,729][root][INFO] - Epoch 16, Itrs 18410/30000, Loss=0.155757
[2021-06-15 02:27:09,421][root][INFO] - Epoch 16, Itrs 18420/30000, Loss=0.164244
[2021-06-15 02:27:12,047][root][INFO] - Epoch 16, Itrs 18430/30000, Loss=0.168700
[2021-06-15 02:27:14,714][root][INFO] - Epoch 16, Itrs 18440/30000, Loss=0.167544
[2021-06-15 02:27:17,343][root][INFO] - Epoch 16, Itrs 18450/30000, Loss=0.159800
[2021-06-15 02:27:20,011][root][INFO] - Epoch 16, Itrs 18460/30000, Loss=0.167267
[2021-06-15 02:27:22,543][root][INFO] - Epoch 16, Itrs 18470/30000, Loss=0.167153
[2021-06-15 02:27:25,290][root][INFO] - Epoch 16, Itrs 18480/30000, Loss=0.166227
[2021-06-15 02:27:27,924][root][INFO] - Epoch 16, Itrs 18490/30000, Loss=0.154760
[2021-06-15 02:27:30,551][root][INFO] - Epoch 16, Itrs 18500/30000, Loss=0.157986
[2021-06-15 02:27:33,291][root][INFO] - Epoch 16, Itrs 18510/30000, Loss=0.156827
[2021-06-15 02:27:35,987][root][INFO] - Epoch 16, Itrs 18520/30000, Loss=0.152810
[2021-06-15 02:27:38,591][root][INFO] - Epoch 16, Itrs 18530/30000, Loss=0.177832
[2021-06-15 02:27:41,193][root][INFO] - Epoch 16, Itrs 18540/30000, Loss=0.158523
[2021-06-15 02:27:43,906][root][INFO] - Epoch 16, Itrs 18550/30000, Loss=0.159257
[2021-06-15 02:27:46,488][root][INFO] - Epoch 16, Itrs 18560/30000, Loss=0.180275
[2021-06-15 02:27:49,184][root][INFO] - Epoch 16, Itrs 18570/30000, Loss=0.167116
[2021-06-15 02:27:51,913][root][INFO] - Epoch 16, Itrs 18580/30000, Loss=0.178929
[2021-06-15 02:27:54,488][root][INFO] - Epoch 16, Itrs 18590/30000, Loss=0.166526
[2021-06-15 02:27:57,196][root][INFO] - Epoch 16, Itrs 18600/30000, Loss=0.182648
[2021-06-15 02:27:59,937][root][INFO] - Epoch 16, Itrs 18610/30000, Loss=0.161921
[2021-06-15 02:28:02,554][root][INFO] - Epoch 16, Itrs 18620/30000, Loss=0.171187
[2021-06-15 02:28:05,227][root][INFO] - Epoch 16, Itrs 18630/30000, Loss=0.165831
[2021-06-15 02:28:07,858][root][INFO] - Epoch 16, Itrs 18640/30000, Loss=0.166964
[2021-06-15 02:28:10,441][root][INFO] - Epoch 16, Itrs 18650/30000, Loss=0.164913
[2021-06-15 02:28:13,098][root][INFO] - Epoch 16, Itrs 18660/30000, Loss=0.171216
[2021-06-15 02:28:15,841][root][INFO] - Epoch 16, Itrs 18670/30000, Loss=0.175456
[2021-06-15 02:28:18,443][root][INFO] - Epoch 16, Itrs 18680/30000, Loss=0.170896
[2021-06-15 02:28:21,219][root][INFO] - Epoch 16, Itrs 18690/30000, Loss=0.182548
[2021-06-15 02:28:23,746][root][INFO] - Epoch 16, Itrs 18700/30000, Loss=0.171147
[2021-06-15 02:28:26,467][root][INFO] - Epoch 16, Itrs 18710/30000, Loss=0.167258
[2021-06-15 02:28:29,107][root][INFO] - Epoch 16, Itrs 18720/30000, Loss=0.166854
[2021-06-15 02:28:31,831][root][INFO] - Epoch 16, Itrs 18730/30000, Loss=0.166195
[2021-06-15 02:28:34,388][root][INFO] - Epoch 16, Itrs 18740/30000, Loss=0.165577
[2021-06-15 02:28:36,997][root][INFO] - Epoch 16, Itrs 18750/30000, Loss=0.174537
[2021-06-15 02:28:39,736][root][INFO] - Epoch 16, Itrs 18760/30000, Loss=0.161754
[2021-06-15 02:28:42,480][root][INFO] - Epoch 16, Itrs 18770/30000, Loss=0.170967
[2021-06-15 02:28:45,083][root][INFO] - Epoch 16, Itrs 18780/30000, Loss=0.164869
[2021-06-15 02:28:47,718][root][INFO] - Epoch 16, Itrs 18790/30000, Loss=0.174557
[2021-06-15 02:28:50,348][root][INFO] - Epoch 16, Itrs 18800/30000, Loss=0.153151
[2021-06-15 02:28:52,974][root][INFO] - Epoch 16, Itrs 18810/30000, Loss=0.174391
[2021-06-15 02:28:55,607][root][INFO] - Epoch 16, Itrs 18820/30000, Loss=0.154010
[2021-06-15 02:28:58,400][root][INFO] - Epoch 16, Itrs 18830/30000, Loss=0.154289
[2021-06-15 02:29:00,997][root][INFO] - Epoch 16, Itrs 18840/30000, Loss=0.168368
[2021-06-15 02:29:03,594][root][INFO] - Epoch 16, Itrs 18850/30000, Loss=0.150230
[2021-06-15 02:29:06,246][root][INFO] - Epoch 16, Itrs 18860/30000, Loss=0.166555
[2021-06-15 02:29:08,949][root][INFO] - Epoch 16, Itrs 18870/30000, Loss=0.164439
[2021-06-15 02:29:11,583][root][INFO] - Epoch 16, Itrs 18880/30000, Loss=0.159557
[2021-06-15 02:29:14,231][root][INFO] - Epoch 16, Itrs 18890/30000, Loss=0.162446
[2021-06-15 02:29:16,917][root][INFO] - Epoch 16, Itrs 18900/30000, Loss=0.173951
[2021-06-15 02:29:19,588][root][INFO] - Epoch 16, Itrs 18910/30000, Loss=0.156062
[2021-06-15 02:29:22,164][root][INFO] - Epoch 16, Itrs 18920/30000, Loss=0.154414
[2021-06-15 02:29:24,919][root][INFO] - Epoch 16, Itrs 18930/30000, Loss=0.175824
[2021-06-15 02:29:27,589][root][INFO] - Epoch 16, Itrs 18940/30000, Loss=0.149534
[2021-06-15 02:29:30,229][root][INFO] - Epoch 16, Itrs 18950/30000, Loss=0.163388
[2021-06-15 02:29:32,875][root][INFO] - Epoch 16, Itrs 18960/30000, Loss=0.180524
[2021-06-15 02:29:35,458][root][INFO] - Epoch 16, Itrs 18970/30000, Loss=0.161792
[2021-06-15 02:29:38,178][root][INFO] - Epoch 16, Itrs 18980/30000, Loss=0.167108
[2021-06-15 02:29:40,838][root][INFO] - Epoch 16, Itrs 18990/30000, Loss=0.158017
[2021-06-15 02:29:43,473][root][INFO] - Epoch 16, Itrs 19000/30000, Loss=0.164205
[2021-06-15 02:29:46,250][root][INFO] - Epoch 16, Itrs 19010/30000, Loss=0.178091
[2021-06-15 02:29:48,893][root][INFO] - Epoch 16, Itrs 19020/30000, Loss=0.169886
[2021-06-15 02:29:51,530][root][INFO] - Epoch 16, Itrs 19030/30000, Loss=0.157309
[2021-06-15 02:29:54,251][root][INFO] - Epoch 16, Itrs 19040/30000, Loss=0.164379
[2021-06-15 02:29:56,952][root][INFO] - Epoch 16, Itrs 19050/30000, Loss=0.165221
[2021-06-15 02:29:59,479][root][INFO] - Epoch 16, Itrs 19060/30000, Loss=0.168787
[2021-06-15 02:30:02,187][root][INFO] - Epoch 16, Itrs 19070/30000, Loss=0.172898
[2021-06-15 02:30:04,856][root][INFO] - Epoch 16, Itrs 19080/30000, Loss=0.169348
[2021-06-15 02:30:07,455][root][INFO] - Epoch 16, Itrs 19090/30000, Loss=0.153866
[2021-06-15 02:30:10,203][root][INFO] - Epoch 16, Itrs 19100/30000, Loss=0.162902
[2021-06-15 02:30:12,843][root][INFO] - Epoch 16, Itrs 19110/30000, Loss=0.159215
[2021-06-15 02:30:15,510][root][INFO] - Epoch 16, Itrs 19120/30000, Loss=0.176494
[2021-06-15 02:30:18,212][root][INFO] - Epoch 16, Itrs 19130/30000, Loss=0.162692
[2021-06-15 02:30:20,835][root][INFO] - Epoch 16, Itrs 19140/30000, Loss=0.177920
[2021-06-15 02:30:23,504][root][INFO] - Epoch 16, Itrs 19150/30000, Loss=0.165156
[2021-06-15 02:30:26,141][root][INFO] - Epoch 16, Itrs 19160/30000, Loss=0.162639
[2021-06-15 02:30:28,776][root][INFO] - Epoch 16, Itrs 19170/30000, Loss=0.159641
[2021-06-15 02:30:31,479][root][INFO] - Epoch 16, Itrs 19180/30000, Loss=0.165651
[2021-06-15 02:30:34,143][root][INFO] - Epoch 16, Itrs 19190/30000, Loss=0.178781
[2021-06-15 02:30:36,759][root][INFO] - Epoch 16, Itrs 19200/30000, Loss=0.169691
[2021-06-15 02:30:39,451][root][INFO] - Epoch 16, Itrs 19210/30000, Loss=0.164546
[2021-06-15 02:30:42,068][root][INFO] - Epoch 16, Itrs 19220/30000, Loss=0.163839
[2021-06-15 02:30:44,772][root][INFO] - Epoch 16, Itrs 19230/30000, Loss=0.158757
[2021-06-15 02:30:47,302][root][INFO] - Epoch 16, Itrs 19240/30000, Loss=0.170099
[2021-06-15 02:30:49,949][root][INFO] - Epoch 16, Itrs 19250/30000, Loss=0.160662
[2021-06-15 02:30:52,735][root][INFO] - Epoch 16, Itrs 19260/30000, Loss=0.172003
[2021-06-15 02:30:55,320][root][INFO] - Epoch 16, Itrs 19270/30000, Loss=0.177418
[2021-06-15 02:30:57,963][root][INFO] - Epoch 16, Itrs 19280/30000, Loss=0.169720
[2021-06-15 02:31:00,702][root][INFO] - Epoch 16, Itrs 19290/30000, Loss=0.165917
[2021-06-15 02:31:03,291][root][INFO] - Epoch 16, Itrs 19300/30000, Loss=0.177152
[2021-06-15 02:31:05,972][root][INFO] - Epoch 16, Itrs 19310/30000, Loss=0.158636
[2021-06-15 02:31:08,532][root][INFO] - Epoch 16, Itrs 19320/30000, Loss=0.161556
[2021-06-15 02:31:11,189][root][INFO] - Epoch 16, Itrs 19330/30000, Loss=0.161155
[2021-06-15 02:31:13,873][root][INFO] - Epoch 16, Itrs 19340/30000, Loss=0.160241
[2021-06-15 02:31:16,625][root][INFO] - Epoch 16, Itrs 19350/30000, Loss=0.161545
[2021-06-15 02:31:19,219][root][INFO] - Epoch 16, Itrs 19360/30000, Loss=0.180989
[2021-06-15 02:31:21,792][root][INFO] - Epoch 16, Itrs 19370/30000, Loss=0.179938
[2021-06-15 02:31:24,442][root][INFO] - Epoch 16, Itrs 19380/30000, Loss=0.169205
[2021-06-15 02:31:27,099][root][INFO] - Epoch 16, Itrs 19390/30000, Loss=0.161303
[2021-06-15 02:31:29,691][root][INFO] - Epoch 16, Itrs 19400/30000, Loss=0.167945
[2021-06-15 02:31:32,450][root][INFO] - Epoch 16, Itrs 19410/30000, Loss=0.164927
[2021-06-15 02:31:35,093][root][INFO] - Epoch 16, Itrs 19420/30000, Loss=0.163091
[2021-06-15 02:31:37,703][root][INFO] - Epoch 16, Itrs 19430/30000, Loss=0.154563
[2021-06-15 02:31:40,342][root][INFO] - Epoch 16, Itrs 19440/30000, Loss=0.183762
[2021-06-15 02:31:42,926][root][INFO] - Epoch 16, Itrs 19450/30000, Loss=0.171879
[2021-06-15 02:31:45,562][root][INFO] - Epoch 16, Itrs 19460/30000, Loss=0.163299
[2021-06-15 02:31:47,960][root][INFO] - Epoch 16, Itrs 19470/30000, Loss=0.173611
[2021-06-15 02:31:53,259][root][INFO] - Epoch 17, Itrs 19480/30000, Loss=0.158437
[2021-06-15 02:31:56,213][root][INFO] - Epoch 17, Itrs 19490/30000, Loss=0.159692
[2021-06-15 02:31:59,122][root][INFO] - Epoch 17, Itrs 19500/30000, Loss=0.151113
[2021-06-15 02:32:01,916][root][INFO] - Epoch 17, Itrs 19510/30000, Loss=0.158370
[2021-06-15 02:32:04,590][root][INFO] - Epoch 17, Itrs 19520/30000, Loss=0.156825
[2021-06-15 02:32:07,175][root][INFO] - Epoch 17, Itrs 19530/30000, Loss=0.171746
[2021-06-15 02:32:09,854][root][INFO] - Epoch 17, Itrs 19540/30000, Loss=0.161048
[2021-06-15 02:32:12,606][root][INFO] - Epoch 17, Itrs 19550/30000, Loss=0.154743
[2021-06-15 02:32:15,219][root][INFO] - Epoch 17, Itrs 19560/30000, Loss=0.151896
[2021-06-15 02:32:17,976][root][INFO] - Epoch 17, Itrs 19570/30000, Loss=0.172290
[2021-06-15 02:32:20,549][root][INFO] - Epoch 17, Itrs 19580/30000, Loss=0.171217
[2021-06-15 02:32:23,326][root][INFO] - Epoch 17, Itrs 19590/30000, Loss=0.154063
[2021-06-15 02:32:26,030][root][INFO] - Epoch 17, Itrs 19600/30000, Loss=0.149077
[2021-06-15 02:32:28,705][root][INFO] - Epoch 17, Itrs 19610/30000, Loss=0.145267
[2021-06-15 02:32:31,351][root][INFO] - Epoch 17, Itrs 19620/30000, Loss=0.155169
[2021-06-15 02:32:34,107][root][INFO] - Epoch 17, Itrs 19630/30000, Loss=0.159092
[2021-06-15 02:32:36,825][root][INFO] - Epoch 17, Itrs 19640/30000, Loss=0.167339
[2021-06-15 02:32:39,358][root][INFO] - Epoch 17, Itrs 19650/30000, Loss=0.156231
[2021-06-15 02:32:42,016][root][INFO] - Epoch 17, Itrs 19660/30000, Loss=0.150594
[2021-06-15 02:32:44,681][root][INFO] - Epoch 17, Itrs 19670/30000, Loss=0.166527
[2021-06-15 02:32:47,475][root][INFO] - Epoch 17, Itrs 19680/30000, Loss=0.166672
[2021-06-15 02:32:50,022][root][INFO] - Epoch 17, Itrs 19690/30000, Loss=0.169134
[2021-06-15 02:32:52,815][root][INFO] - Epoch 17, Itrs 19700/30000, Loss=0.163596
[2021-06-15 02:32:55,443][root][INFO] - Epoch 17, Itrs 19710/30000, Loss=0.156891
[2021-06-15 02:32:58,028][root][INFO] - Epoch 17, Itrs 19720/30000, Loss=0.157433
[2021-06-15 02:33:00,707][root][INFO] - Epoch 17, Itrs 19730/30000, Loss=0.147490
[2021-06-15 02:33:03,383][root][INFO] - Epoch 17, Itrs 19740/30000, Loss=0.154529
[2021-06-15 02:33:05,932][root][INFO] - Epoch 17, Itrs 19750/30000, Loss=0.156844
[2021-06-15 02:33:08,681][root][INFO] - Epoch 17, Itrs 19760/30000, Loss=0.150383
[2021-06-15 02:33:11,328][root][INFO] - Epoch 17, Itrs 19770/30000, Loss=0.162437
[2021-06-15 02:33:14,053][root][INFO] - Epoch 17, Itrs 19780/30000, Loss=0.149794
[2021-06-15 02:33:16,621][root][INFO] - Epoch 17, Itrs 19790/30000, Loss=0.169108
[2021-06-15 02:33:19,258][root][INFO] - Epoch 17, Itrs 19800/30000, Loss=0.166836
[2021-06-15 02:33:21,887][root][INFO] - Epoch 17, Itrs 19810/30000, Loss=0.164053
[2021-06-15 02:33:24,655][root][INFO] - Epoch 17, Itrs 19820/30000, Loss=0.170837
[2021-06-15 02:33:27,269][root][INFO] - Epoch 17, Itrs 19830/30000, Loss=0.160975
[2021-06-15 02:33:29,917][root][INFO] - Epoch 17, Itrs 19840/30000, Loss=0.171850
[2021-06-15 02:33:32,561][root][INFO] - Epoch 17, Itrs 19850/30000, Loss=0.159022
[2021-06-15 02:33:35,262][root][INFO] - Epoch 17, Itrs 19860/30000, Loss=0.167748
[2021-06-15 02:33:37,871][root][INFO] - Epoch 17, Itrs 19870/30000, Loss=0.142516
[2021-06-15 02:33:40,516][root][INFO] - Epoch 17, Itrs 19880/30000, Loss=0.179191
[2021-06-15 02:33:43,187][root][INFO] - Epoch 17, Itrs 19890/30000, Loss=0.172715
[2021-06-15 02:33:45,934][root][INFO] - Epoch 17, Itrs 19900/30000, Loss=0.155676
[2021-06-15 02:33:48,541][root][INFO] - Epoch 17, Itrs 19910/30000, Loss=0.158785
[2021-06-15 02:33:51,228][root][INFO] - Epoch 17, Itrs 19920/30000, Loss=0.156438
[2021-06-15 02:33:53,915][root][INFO] - Epoch 17, Itrs 19930/30000, Loss=0.154177
[2021-06-15 02:33:56,655][root][INFO] - Epoch 17, Itrs 19940/30000, Loss=0.164221
[2021-06-15 02:33:59,297][root][INFO] - Epoch 17, Itrs 19950/30000, Loss=0.165231
[2021-06-15 02:34:01,882][root][INFO] - Epoch 17, Itrs 19960/30000, Loss=0.161898
[2021-06-15 02:34:04,516][root][INFO] - Epoch 17, Itrs 19970/30000, Loss=0.166265
[2021-06-15 02:34:07,175][root][INFO] - Epoch 17, Itrs 19980/30000, Loss=0.151340
[2021-06-15 02:34:09,754][root][INFO] - Epoch 17, Itrs 19990/30000, Loss=0.169613
[2021-06-15 02:34:12,513][root][INFO] - Epoch 17, Itrs 20000/30000, Loss=0.154989
[2021-06-15 02:34:15,266][root][INFO] - Epoch 17, Itrs 20010/30000, Loss=0.160420
[2021-06-15 02:34:17,879][root][INFO] - Epoch 17, Itrs 20020/30000, Loss=0.161754
[2021-06-15 02:34:20,515][root][INFO] - Epoch 17, Itrs 20030/30000, Loss=0.166658
[2021-06-15 02:34:23,268][root][INFO] - Epoch 17, Itrs 20040/30000, Loss=0.171862
[2021-06-15 02:34:25,871][root][INFO] - Epoch 17, Itrs 20050/30000, Loss=0.157828
[2021-06-15 02:34:28,556][root][INFO] - Epoch 17, Itrs 20060/30000, Loss=0.153618
[2021-06-15 02:34:31,194][root][INFO] - Epoch 17, Itrs 20070/30000, Loss=0.184979
[2021-06-15 02:34:33,844][root][INFO] - Epoch 17, Itrs 20080/30000, Loss=0.160434
[2021-06-15 02:34:36,531][root][INFO] - Epoch 17, Itrs 20090/30000, Loss=0.173440
[2021-06-15 02:34:39,026][root][INFO] - Epoch 17, Itrs 20100/30000, Loss=0.152182
[2021-06-15 02:34:41,804][root][INFO] - Epoch 17, Itrs 20110/30000, Loss=0.171219
[2021-06-15 02:34:44,389][root][INFO] - Epoch 17, Itrs 20120/30000, Loss=0.173746
[2021-06-15 02:34:47,040][root][INFO] - Epoch 17, Itrs 20130/30000, Loss=0.151426
[2021-06-15 02:34:49,685][root][INFO] - Epoch 17, Itrs 20140/30000, Loss=0.155546
[2021-06-15 02:34:52,484][root][INFO] - Epoch 17, Itrs 20150/30000, Loss=0.180261
[2021-06-15 02:34:55,155][root][INFO] - Epoch 17, Itrs 20160/30000, Loss=0.168752
[2021-06-15 02:34:57,739][root][INFO] - Epoch 17, Itrs 20170/30000, Loss=0.167417
[2021-06-15 02:35:00,474][root][INFO] - Epoch 17, Itrs 20180/30000, Loss=0.163482
[2021-06-15 02:35:03,135][root][INFO] - Epoch 17, Itrs 20190/30000, Loss=0.154466
[2021-06-15 02:35:05,868][root][INFO] - Epoch 17, Itrs 20200/30000, Loss=0.170331
[2021-06-15 02:35:08,493][root][INFO] - Epoch 17, Itrs 20210/30000, Loss=0.169265
[2021-06-15 02:35:11,119][root][INFO] - Epoch 17, Itrs 20220/30000, Loss=0.156735
[2021-06-15 02:35:13,839][root][INFO] - Epoch 17, Itrs 20230/30000, Loss=0.162740
[2021-06-15 02:35:16,490][root][INFO] - Epoch 17, Itrs 20240/30000, Loss=0.152029
[2021-06-15 02:35:19,175][root][INFO] - Epoch 17, Itrs 20250/30000, Loss=0.167825
[2021-06-15 02:35:21,774][root][INFO] - Epoch 17, Itrs 20260/30000, Loss=0.159560
[2021-06-15 02:35:24,486][root][INFO] - Epoch 17, Itrs 20270/30000, Loss=0.157628
[2021-06-15 02:35:27,233][root][INFO] - Epoch 17, Itrs 20280/30000, Loss=0.173161
[2021-06-15 02:35:29,858][root][INFO] - Epoch 17, Itrs 20290/30000, Loss=0.161663
[2021-06-15 02:35:32,587][root][INFO] - Epoch 17, Itrs 20300/30000, Loss=0.144839
[2021-06-15 02:35:35,141][root][INFO] - Epoch 17, Itrs 20310/30000, Loss=0.178834
[2021-06-15 02:35:37,772][root][INFO] - Epoch 17, Itrs 20320/30000, Loss=0.164957
[2021-06-15 02:35:40,450][root][INFO] - Epoch 17, Itrs 20330/30000, Loss=0.154071
[2021-06-15 02:35:43,091][root][INFO] - Epoch 17, Itrs 20340/30000, Loss=0.158010
[2021-06-15 02:35:45,700][root][INFO] - Epoch 17, Itrs 20350/30000, Loss=0.154614
[2021-06-15 02:35:48,289][root][INFO] - Epoch 17, Itrs 20360/30000, Loss=0.165299
[2021-06-15 02:35:50,928][root][INFO] - Epoch 17, Itrs 20370/30000, Loss=0.165680
[2021-06-15 02:35:53,625][root][INFO] - Epoch 17, Itrs 20380/30000, Loss=0.164746
[2021-06-15 02:35:56,332][root][INFO] - Epoch 17, Itrs 20390/30000, Loss=0.170738
[2021-06-15 02:35:58,869][root][INFO] - Epoch 17, Itrs 20400/30000, Loss=0.148439
[2021-06-15 02:36:01,665][root][INFO] - Epoch 17, Itrs 20410/30000, Loss=0.162123
[2021-06-15 02:36:04,371][root][INFO] - Epoch 17, Itrs 20420/30000, Loss=0.152365
[2021-06-15 02:36:06,964][root][INFO] - Epoch 17, Itrs 20430/30000, Loss=0.148458
[2021-06-15 02:36:09,500][root][INFO] - Epoch 17, Itrs 20440/30000, Loss=0.161481
[2021-06-15 02:36:12,307][root][INFO] - Epoch 17, Itrs 20450/30000, Loss=0.148736
[2021-06-15 02:36:14,955][root][INFO] - Epoch 17, Itrs 20460/30000, Loss=0.162765
[2021-06-15 02:36:17,678][root][INFO] - Epoch 17, Itrs 20470/30000, Loss=0.161551
[2021-06-15 02:36:20,295][root][INFO] - Epoch 17, Itrs 20480/30000, Loss=0.161281
[2021-06-15 02:36:22,934][root][INFO] - Epoch 17, Itrs 20490/30000, Loss=0.158128
[2021-06-15 02:36:25,563][root][INFO] - Epoch 17, Itrs 20500/30000, Loss=0.172790
[2021-06-15 02:36:28,230][root][INFO] - Epoch 17, Itrs 20510/30000, Loss=0.167277
[2021-06-15 02:36:30,875][root][INFO] - Epoch 17, Itrs 20520/30000, Loss=0.166406
[2021-06-15 02:36:33,493][root][INFO] - Epoch 17, Itrs 20530/30000, Loss=0.173253
[2021-06-15 02:36:36,196][root][INFO] - Epoch 17, Itrs 20540/30000, Loss=0.161827
[2021-06-15 02:36:38,850][root][INFO] - Epoch 17, Itrs 20550/30000, Loss=0.168731
[2021-06-15 02:36:41,506][root][INFO] - Epoch 17, Itrs 20560/30000, Loss=0.154384
[2021-06-15 02:36:44,136][root][INFO] - Epoch 17, Itrs 20570/30000, Loss=0.171058
[2021-06-15 02:36:46,886][root][INFO] - Epoch 17, Itrs 20580/30000, Loss=0.174012
[2021-06-15 02:36:49,481][root][INFO] - Epoch 17, Itrs 20590/30000, Loss=0.151474
[2021-06-15 02:36:52,149][root][INFO] - Epoch 17, Itrs 20600/30000, Loss=0.167062
[2021-06-15 02:36:54,759][root][INFO] - Epoch 17, Itrs 20610/30000, Loss=0.165379
[2021-06-15 02:36:57,466][root][INFO] - Epoch 17, Itrs 20620/30000, Loss=0.157814
[2021-06-15 02:37:00,115][root][INFO] - Epoch 17, Itrs 20630/30000, Loss=0.158025
[2021-06-15 02:37:02,690][root][INFO] - Epoch 17, Itrs 20640/30000, Loss=0.163466
[2021-06-15 02:37:05,383][root][INFO] - Epoch 17, Itrs 20650/30000, Loss=0.154846
[2021-06-15 02:37:08,140][root][INFO] - Epoch 17, Itrs 20660/30000, Loss=0.168639
[2021-06-15 02:37:10,815][root][INFO] - Epoch 17, Itrs 20670/30000, Loss=0.155654
[2021-06-15 02:37:13,365][root][INFO] - Epoch 17, Itrs 20680/30000, Loss=0.157834
[2021-06-15 02:37:18,284][root][INFO] - Epoch 18, Itrs 20690/30000, Loss=0.168828
[2021-06-15 02:37:21,482][root][INFO] - Epoch 18, Itrs 20700/30000, Loss=0.155067
[2021-06-15 02:37:24,456][root][INFO] - Epoch 18, Itrs 20710/30000, Loss=0.163415
[2021-06-15 02:37:27,113][root][INFO] - Epoch 18, Itrs 20720/30000, Loss=0.154028
[2021-06-15 02:37:29,782][root][INFO] - Epoch 18, Itrs 20730/30000, Loss=0.175694
[2021-06-15 02:37:32,443][root][INFO] - Epoch 18, Itrs 20740/30000, Loss=0.169137
[2021-06-15 02:37:35,086][root][INFO] - Epoch 18, Itrs 20750/30000, Loss=0.156210
[2021-06-15 02:37:37,678][root][INFO] - Epoch 18, Itrs 20760/30000, Loss=0.156811
[2021-06-15 02:37:40,379][root][INFO] - Epoch 18, Itrs 20770/30000, Loss=0.153487
[2021-06-15 02:37:43,075][root][INFO] - Epoch 18, Itrs 20780/30000, Loss=0.147603
[2021-06-15 02:37:45,697][root][INFO] - Epoch 18, Itrs 20790/30000, Loss=0.166242
[2021-06-15 02:37:48,535][root][INFO] - Epoch 18, Itrs 20800/30000, Loss=0.145691
[2021-06-15 02:37:51,046][root][INFO] - Epoch 18, Itrs 20810/30000, Loss=0.145775
[2021-06-15 02:37:53,742][root][INFO] - Epoch 18, Itrs 20820/30000, Loss=0.157974
[2021-06-15 02:37:56,396][root][INFO] - Epoch 18, Itrs 20830/30000, Loss=0.152605
[2021-06-15 02:37:59,139][root][INFO] - Epoch 18, Itrs 20840/30000, Loss=0.147671
[2021-06-15 02:38:01,777][root][INFO] - Epoch 18, Itrs 20850/30000, Loss=0.150412
[2021-06-15 02:38:04,479][root][INFO] - Epoch 18, Itrs 20860/30000, Loss=0.150151
[2021-06-15 02:38:07,296][root][INFO] - Epoch 18, Itrs 20870/30000, Loss=0.154807
[2021-06-15 02:38:09,924][root][INFO] - Epoch 18, Itrs 20880/30000, Loss=0.150347
[2021-06-15 02:38:12,590][root][INFO] - Epoch 18, Itrs 20890/30000, Loss=0.156616
[2021-06-15 02:38:15,265][root][INFO] - Epoch 18, Itrs 20900/30000, Loss=0.156005
[2021-06-15 02:38:17,968][root][INFO] - Epoch 18, Itrs 20910/30000, Loss=0.156798
[2021-06-15 02:38:20,596][root][INFO] - Epoch 18, Itrs 20920/30000, Loss=0.157195
[2021-06-15 02:38:23,208][root][INFO] - Epoch 18, Itrs 20930/30000, Loss=0.150882
[2021-06-15 02:38:25,830][root][INFO] - Epoch 18, Itrs 20940/30000, Loss=0.153616
[2021-06-15 02:38:28,538][root][INFO] - Epoch 18, Itrs 20950/30000, Loss=0.155200
[2021-06-15 02:38:31,286][root][INFO] - Epoch 18, Itrs 20960/30000, Loss=0.161486
[2021-06-15 02:38:33,940][root][INFO] - Epoch 18, Itrs 20970/30000, Loss=0.150711
[2021-06-15 02:38:36,430][root][INFO] - Epoch 18, Itrs 20980/30000, Loss=0.152055
[2021-06-15 02:38:39,220][root][INFO] - Epoch 18, Itrs 20990/30000, Loss=0.165376
[2021-06-15 02:38:41,861][root][INFO] - Epoch 18, Itrs 21000/30000, Loss=0.164388
[2021-06-15 02:38:41,863][root][INFO] - validation...
[2021-06-15 02:38:43,693][root][INFO] - 0/340
[2021-06-15 02:38:43,926][root][INFO] - 1/340
[2021-06-15 02:38:44,117][root][INFO] - 2/340
[2021-06-15 02:38:44,339][root][INFO] - 3/340
[2021-06-15 02:38:44,546][root][INFO] - 4/340
[2021-06-15 02:38:44,799][root][INFO] - 5/340
[2021-06-15 02:38:45,026][root][INFO] - 6/340
[2021-06-15 02:38:45,250][root][INFO] - 7/340
[2021-06-15 02:38:45,462][root][INFO] - 8/340
[2021-06-15 02:38:45,674][root][INFO] - 9/340
[2021-06-15 02:38:45,914][root][INFO] - 10/340
[2021-06-15 02:38:46,202][root][INFO] - 11/340
[2021-06-15 02:38:46,396][root][INFO] - 12/340
[2021-06-15 02:38:46,587][root][INFO] - 13/340
[2021-06-15 02:38:46,700][root][INFO] - 14/340
[2021-06-15 02:38:46,847][root][INFO] - 15/340
[2021-06-15 02:38:47,089][root][INFO] - 16/340
[2021-06-15 02:38:47,241][root][INFO] - 17/340
[2021-06-15 02:38:47,446][root][INFO] - 18/340
[2021-06-15 02:38:47,865][root][INFO] - 19/340
[2021-06-15 02:38:48,058][root][INFO] - 20/340
[2021-06-15 02:38:48,238][root][INFO] - 21/340
[2021-06-15 02:38:48,404][root][INFO] - 22/340
[2021-06-15 02:38:48,604][root][INFO] - 23/340
[2021-06-15 02:38:48,711][root][INFO] - 24/340
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[2021-06-15 02:39:52,145][root][INFO] - miou: 0.6104366811180009
[2021-06-15 02:39:54,586][root][INFO] - Epoch 18, Itrs 21010/30000, Loss=0.160101
[2021-06-15 02:39:57,101][root][INFO] - Epoch 18, Itrs 21020/30000, Loss=0.160817
[2021-06-15 02:39:59,764][root][INFO] - Epoch 18, Itrs 21030/30000, Loss=0.141332
[2021-06-15 02:40:02,458][root][INFO] - Epoch 18, Itrs 21040/30000, Loss=0.157129
[2021-06-15 02:40:05,129][root][INFO] - Epoch 18, Itrs 21050/30000, Loss=0.152783
[2021-06-15 02:40:07,802][root][INFO] - Epoch 18, Itrs 21060/30000, Loss=0.164370
[2021-06-15 02:40:10,487][root][INFO] - Epoch 18, Itrs 21070/30000, Loss=0.150914
[2021-06-15 02:40:13,047][root][INFO] - Epoch 18, Itrs 21080/30000, Loss=0.147994
[2021-06-15 02:40:15,589][root][INFO] - Epoch 18, Itrs 21090/30000, Loss=0.165406
[2021-06-15 02:40:18,307][root][INFO] - Epoch 18, Itrs 21100/30000, Loss=0.178653
[2021-06-15 02:40:20,985][root][INFO] - Epoch 18, Itrs 21110/30000, Loss=0.147229
[2021-06-15 02:40:23,625][root][INFO] - Epoch 18, Itrs 21120/30000, Loss=0.159908
[2021-06-15 02:40:26,270][root][INFO] - Epoch 18, Itrs 21130/30000, Loss=0.153742
[2021-06-15 02:40:28,771][root][INFO] - Epoch 18, Itrs 21140/30000, Loss=0.150579
[2021-06-15 02:40:31,577][root][INFO] - Epoch 18, Itrs 21150/30000, Loss=0.164077
[2021-06-15 02:40:34,246][root][INFO] - Epoch 18, Itrs 21160/30000, Loss=0.164208
[2021-06-15 02:40:36,905][root][INFO] - Epoch 18, Itrs 21170/30000, Loss=0.144281
[2021-06-15 02:40:39,458][root][INFO] - Epoch 18, Itrs 21180/30000, Loss=0.160774
[2021-06-15 02:40:42,189][root][INFO] - Epoch 18, Itrs 21190/30000, Loss=0.156596
[2021-06-15 02:40:44,807][root][INFO] - Epoch 18, Itrs 21200/30000, Loss=0.159141
[2021-06-15 02:40:47,455][root][INFO] - Epoch 18, Itrs 21210/30000, Loss=0.156538
[2021-06-15 02:40:50,114][root][INFO] - Epoch 18, Itrs 21220/30000, Loss=0.153319
[2021-06-15 02:40:52,894][root][INFO] - Epoch 18, Itrs 21230/30000, Loss=0.160659
[2021-06-15 02:40:55,471][root][INFO] - Epoch 18, Itrs 21240/30000, Loss=0.153807
[2021-06-15 02:40:58,220][root][INFO] - Epoch 18, Itrs 21250/30000, Loss=0.152676
[2021-06-15 02:41:00,902][root][INFO] - Epoch 18, Itrs 21260/30000, Loss=0.164115
[2021-06-15 02:41:03,448][root][INFO] - Epoch 18, Itrs 21270/30000, Loss=0.167783
[2021-06-15 02:41:06,216][root][INFO] - Epoch 18, Itrs 21280/30000, Loss=0.166340
[2021-06-15 02:41:08,835][root][INFO] - Epoch 18, Itrs 21290/30000, Loss=0.163255
[2021-06-15 02:41:11,530][root][INFO] - Epoch 18, Itrs 21300/30000, Loss=0.162484
[2021-06-15 02:41:14,114][root][INFO] - Epoch 18, Itrs 21310/30000, Loss=0.163506
[2021-06-15 02:41:16,837][root][INFO] - Epoch 18, Itrs 21320/30000, Loss=0.151300
[2021-06-15 02:41:19,443][root][INFO] - Epoch 18, Itrs 21330/30000, Loss=0.167131
[2021-06-15 02:41:22,077][root][INFO] - Epoch 18, Itrs 21340/30000, Loss=0.152545
[2021-06-15 02:41:24,724][root][INFO] - Epoch 18, Itrs 21350/30000, Loss=0.160183
[2021-06-15 02:41:27,358][root][INFO] - Epoch 18, Itrs 21360/30000, Loss=0.150269
[2021-06-15 02:41:30,027][root][INFO] - Epoch 18, Itrs 21370/30000, Loss=0.159408
[2021-06-15 02:41:32,668][root][INFO] - Epoch 18, Itrs 21380/30000, Loss=0.157776
[2021-06-15 02:41:35,328][root][INFO] - Epoch 18, Itrs 21390/30000, Loss=0.156542
[2021-06-15 02:41:37,962][root][INFO] - Epoch 18, Itrs 21400/30000, Loss=0.149217
[2021-06-15 02:41:40,626][root][INFO] - Epoch 18, Itrs 21410/30000, Loss=0.155998
[2021-06-15 02:41:43,241][root][INFO] - Epoch 18, Itrs 21420/30000, Loss=0.145527
[2021-06-15 02:41:45,946][root][INFO] - Epoch 18, Itrs 21430/30000, Loss=0.154310
[2021-06-15 02:41:48,458][root][INFO] - Epoch 18, Itrs 21440/30000, Loss=0.153383
[2021-06-15 02:41:51,108][root][INFO] - Epoch 18, Itrs 21450/30000, Loss=0.146212
[2021-06-15 02:41:53,837][root][INFO] - Epoch 18, Itrs 21460/30000, Loss=0.151740
[2021-06-15 02:41:56,473][root][INFO] - Epoch 18, Itrs 21470/30000, Loss=0.158856
[2021-06-15 02:41:59,140][root][INFO] - Epoch 18, Itrs 21480/30000, Loss=0.164448
[2021-06-15 02:42:01,804][root][INFO] - Epoch 18, Itrs 21490/30000, Loss=0.158184
[2021-06-15 02:42:04,456][root][INFO] - Epoch 18, Itrs 21500/30000, Loss=0.151530
[2021-06-15 02:42:07,094][root][INFO] - Epoch 18, Itrs 21510/30000, Loss=0.142962
[2021-06-15 02:42:09,706][root][INFO] - Epoch 18, Itrs 21520/30000, Loss=0.155574
[2021-06-15 02:42:12,575][root][INFO] - Epoch 18, Itrs 21530/30000, Loss=0.159174
[2021-06-15 02:42:15,166][root][INFO] - Epoch 18, Itrs 21540/30000, Loss=0.170898
[2021-06-15 02:42:17,768][root][INFO] - Epoch 18, Itrs 21550/30000, Loss=0.154950
[2021-06-15 02:42:20,502][root][INFO] - Epoch 18, Itrs 21560/30000, Loss=0.158691
[2021-06-15 02:42:23,156][root][INFO] - Epoch 18, Itrs 21570/30000, Loss=0.152236
[2021-06-15 02:42:25,735][root][INFO] - Epoch 18, Itrs 21580/30000, Loss=0.150738
[2021-06-15 02:42:28,391][root][INFO] - Epoch 18, Itrs 21590/30000, Loss=0.172286
[2021-06-15 02:42:31,063][root][INFO] - Epoch 18, Itrs 21600/30000, Loss=0.154544
[2021-06-15 02:42:33,765][root][INFO] - Epoch 18, Itrs 21610/30000, Loss=0.151599
[2021-06-15 02:42:36,429][root][INFO] - Epoch 18, Itrs 21620/30000, Loss=0.167148
[2021-06-15 02:42:39,086][root][INFO] - Epoch 18, Itrs 21630/30000, Loss=0.145072
[2021-06-15 02:42:41,721][root][INFO] - Epoch 18, Itrs 21640/30000, Loss=0.150157
[2021-06-15 02:42:44,393][root][INFO] - Epoch 18, Itrs 21650/30000, Loss=0.148054
[2021-06-15 02:42:47,019][root][INFO] - Epoch 18, Itrs 21660/30000, Loss=0.138961
[2021-06-15 02:42:49,667][root][INFO] - Epoch 18, Itrs 21670/30000, Loss=0.148121
[2021-06-15 02:42:52,417][root][INFO] - Epoch 18, Itrs 21680/30000, Loss=0.158198
[2021-06-15 02:42:55,109][root][INFO] - Epoch 18, Itrs 21690/30000, Loss=0.152543
[2021-06-15 02:42:57,798][root][INFO] - Epoch 18, Itrs 21700/30000, Loss=0.169811
[2021-06-15 02:43:00,416][root][INFO] - Epoch 18, Itrs 21710/30000, Loss=0.151601
[2021-06-15 02:43:03,021][root][INFO] - Epoch 18, Itrs 21720/30000, Loss=0.158149
[2021-06-15 02:43:05,820][root][INFO] - Epoch 18, Itrs 21730/30000, Loss=0.165684
[2021-06-15 02:43:08,510][root][INFO] - Epoch 18, Itrs 21740/30000, Loss=0.157500
[2021-06-15 02:43:11,087][root][INFO] - Epoch 18, Itrs 21750/30000, Loss=0.156748
[2021-06-15 02:43:13,679][root][INFO] - Epoch 18, Itrs 21760/30000, Loss=0.153785
[2021-06-15 02:43:16,290][root][INFO] - Epoch 18, Itrs 21770/30000, Loss=0.166426
[2021-06-15 02:43:18,963][root][INFO] - Epoch 18, Itrs 21780/30000, Loss=0.154651
[2021-06-15 02:43:21,550][root][INFO] - Epoch 18, Itrs 21790/30000, Loss=0.163729
[2021-06-15 02:43:24,225][root][INFO] - Epoch 18, Itrs 21800/30000, Loss=0.149405
[2021-06-15 02:43:26,978][root][INFO] - Epoch 18, Itrs 21810/30000, Loss=0.148910
[2021-06-15 02:43:29,581][root][INFO] - Epoch 18, Itrs 21820/30000, Loss=0.160507
[2021-06-15 02:43:32,301][root][INFO] - Epoch 18, Itrs 21830/30000, Loss=0.154379
[2021-06-15 02:43:34,880][root][INFO] - Epoch 18, Itrs 21840/30000, Loss=0.147631
[2021-06-15 02:43:37,582][root][INFO] - Epoch 18, Itrs 21850/30000, Loss=0.146419
[2021-06-15 02:43:40,167][root][INFO] - Epoch 18, Itrs 21860/30000, Loss=0.157928
[2021-06-15 02:43:42,903][root][INFO] - Epoch 18, Itrs 21870/30000, Loss=0.159144
[2021-06-15 02:43:45,618][root][INFO] - Epoch 18, Itrs 21880/30000, Loss=0.139440
[2021-06-15 02:43:48,262][root][INFO] - Epoch 18, Itrs 21890/30000, Loss=0.152554
[2021-06-15 02:43:50,706][root][INFO] - Epoch 18, Itrs 21900/30000, Loss=0.162042
[2021-06-15 02:43:55,662][root][INFO] - Epoch 19, Itrs 21910/30000, Loss=0.162270
[2021-06-15 02:43:58,789][root][INFO] - Epoch 19, Itrs 21920/30000, Loss=0.157132
[2021-06-15 02:44:01,609][root][INFO] - Epoch 19, Itrs 21930/30000, Loss=0.150182
[2021-06-15 02:44:04,533][root][INFO] - Epoch 19, Itrs 21940/30000, Loss=0.163400
[2021-06-15 02:44:07,266][root][INFO] - Epoch 19, Itrs 21950/30000, Loss=0.141599
[2021-06-15 02:44:10,017][root][INFO] - Epoch 19, Itrs 21960/30000, Loss=0.145769
[2021-06-15 02:44:12,649][root][INFO] - Epoch 19, Itrs 21970/30000, Loss=0.145628
[2021-06-15 02:44:15,345][root][INFO] - Epoch 19, Itrs 21980/30000, Loss=0.144247
[2021-06-15 02:44:18,010][root][INFO] - Epoch 19, Itrs 21990/30000, Loss=0.147183
[2021-06-15 02:44:20,693][root][INFO] - Epoch 19, Itrs 22000/30000, Loss=0.139584
[2021-06-15 02:44:23,391][root][INFO] - Epoch 19, Itrs 22010/30000, Loss=0.149276
[2021-06-15 02:44:26,093][root][INFO] - Epoch 19, Itrs 22020/30000, Loss=0.145489
[2021-06-15 02:44:28,764][root][INFO] - Epoch 19, Itrs 22030/30000, Loss=0.152111
[2021-06-15 02:44:31,417][root][INFO] - Epoch 19, Itrs 22040/30000, Loss=0.158827
[2021-06-15 02:44:33,978][root][INFO] - Epoch 19, Itrs 22050/30000, Loss=0.147776
[2021-06-15 02:44:36,786][root][INFO] - Epoch 19, Itrs 22060/30000, Loss=0.159725
[2021-06-15 02:44:39,527][root][INFO] - Epoch 19, Itrs 22070/30000, Loss=0.150840
[2021-06-15 02:44:42,227][root][INFO] - Epoch 19, Itrs 22080/30000, Loss=0.154703
[2021-06-15 02:44:44,840][root][INFO] - Epoch 19, Itrs 22090/30000, Loss=0.143824
[2021-06-15 02:44:47,504][root][INFO] - Epoch 19, Itrs 22100/30000, Loss=0.138743
[2021-06-15 02:44:50,172][root][INFO] - Epoch 19, Itrs 22110/30000, Loss=0.156318
[2021-06-15 02:44:52,812][root][INFO] - Epoch 19, Itrs 22120/30000, Loss=0.145987
[2021-06-15 02:44:55,409][root][INFO] - Epoch 19, Itrs 22130/30000, Loss=0.142551
[2021-06-15 02:44:58,110][root][INFO] - Epoch 19, Itrs 22140/30000, Loss=0.148819
[2021-06-15 02:45:00,849][root][INFO] - Epoch 19, Itrs 22150/30000, Loss=0.154586
[2021-06-15 02:45:03,442][root][INFO] - Epoch 19, Itrs 22160/30000, Loss=0.157834
[2021-06-15 02:45:06,162][root][INFO] - Epoch 19, Itrs 22170/30000, Loss=0.156934
[2021-06-15 02:45:08,920][root][INFO] - Epoch 19, Itrs 22180/30000, Loss=0.163243
[2021-06-15 02:45:11,561][root][INFO] - Epoch 19, Itrs 22190/30000, Loss=0.149816
[2021-06-15 02:45:14,246][root][INFO] - Epoch 19, Itrs 22200/30000, Loss=0.154913
[2021-06-15 02:45:16,901][root][INFO] - Epoch 19, Itrs 22210/30000, Loss=0.146574
[2021-06-15 02:45:19,641][root][INFO] - Epoch 19, Itrs 22220/30000, Loss=0.148127
[2021-06-15 02:45:22,199][root][INFO] - Epoch 19, Itrs 22230/30000, Loss=0.157134
[2021-06-15 02:45:24,800][root][INFO] - Epoch 19, Itrs 22240/30000, Loss=0.152262
[2021-06-15 02:45:27,445][root][INFO] - Epoch 19, Itrs 22250/30000, Loss=0.151081
[2021-06-15 02:45:30,131][root][INFO] - Epoch 19, Itrs 22260/30000, Loss=0.139360
[2021-06-15 02:45:32,713][root][INFO] - Epoch 19, Itrs 22270/30000, Loss=0.152906
[2021-06-15 02:45:35,574][root][INFO] - Epoch 19, Itrs 22280/30000, Loss=0.155310
[2021-06-15 02:45:38,167][root][INFO] - Epoch 19, Itrs 22290/30000, Loss=0.150183
[2021-06-15 02:45:40,772][root][INFO] - Epoch 19, Itrs 22300/30000, Loss=0.162613
[2021-06-15 02:45:43,459][root][INFO] - Epoch 19, Itrs 22310/30000, Loss=0.141321
[2021-06-15 02:45:46,086][root][INFO] - Epoch 19, Itrs 22320/30000, Loss=0.152831
[2021-06-15 02:45:48,800][root][INFO] - Epoch 19, Itrs 22330/30000, Loss=0.145812
[2021-06-15 02:45:51,324][root][INFO] - Epoch 19, Itrs 22340/30000, Loss=0.139836
[2021-06-15 02:45:54,021][root][INFO] - Epoch 19, Itrs 22350/30000, Loss=0.150370
[2021-06-15 02:45:56,694][root][INFO] - Epoch 19, Itrs 22360/30000, Loss=0.148956
[2021-06-15 02:45:59,289][root][INFO] - Epoch 19, Itrs 22370/30000, Loss=0.150552
[2021-06-15 02:46:02,025][root][INFO] - Epoch 19, Itrs 22380/30000, Loss=0.149973
[2021-06-15 02:46:04,780][root][INFO] - Epoch 19, Itrs 22390/30000, Loss=0.159966
[2021-06-15 02:46:07,456][root][INFO] - Epoch 19, Itrs 22400/30000, Loss=0.144839
[2021-06-15 02:46:10,058][root][INFO] - Epoch 19, Itrs 22410/30000, Loss=0.156109
[2021-06-15 02:46:12,759][root][INFO] - Epoch 19, Itrs 22420/30000, Loss=0.150867
[2021-06-15 02:46:15,449][root][INFO] - Epoch 19, Itrs 22430/30000, Loss=0.158618
[2021-06-15 02:46:18,092][root][INFO] - Epoch 19, Itrs 22440/30000, Loss=0.143045
[2021-06-15 02:46:20,710][root][INFO] - Epoch 19, Itrs 22450/30000, Loss=0.146746
[2021-06-15 02:46:23,395][root][INFO] - Epoch 19, Itrs 22460/30000, Loss=0.168821
[2021-06-15 02:46:26,014][root][INFO] - Epoch 19, Itrs 22470/30000, Loss=0.152955
[2021-06-15 02:46:28,600][root][INFO] - Epoch 19, Itrs 22480/30000, Loss=0.148381
[2021-06-15 02:46:31,314][root][INFO] - Epoch 19, Itrs 22490/30000, Loss=0.158869
[2021-06-15 02:46:34,029][root][INFO] - Epoch 19, Itrs 22500/30000, Loss=0.143927
[2021-06-15 02:46:36,629][root][INFO] - Epoch 19, Itrs 22510/30000, Loss=0.143633
[2021-06-15 02:46:39,278][root][INFO] - Epoch 19, Itrs 22520/30000, Loss=0.146013
[2021-06-15 02:46:42,043][root][INFO] - Epoch 19, Itrs 22530/30000, Loss=0.148568
[2021-06-15 02:46:44,657][root][INFO] - Epoch 19, Itrs 22540/30000, Loss=0.145312
[2021-06-15 02:46:47,350][root][INFO] - Epoch 19, Itrs 22550/30000, Loss=0.153485
[2021-06-15 02:46:50,106][root][INFO] - Epoch 19, Itrs 22560/30000, Loss=0.146579
[2021-06-15 02:46:52,615][root][INFO] - Epoch 19, Itrs 22570/30000, Loss=0.151107
[2021-06-15 02:46:55,222][root][INFO] - Epoch 19, Itrs 22580/30000, Loss=0.155673
[2021-06-15 02:46:57,852][root][INFO] - Epoch 19, Itrs 22590/30000, Loss=0.140162
[2021-06-15 02:47:00,456][root][INFO] - Epoch 19, Itrs 22600/30000, Loss=0.153002
[2021-06-15 02:47:03,182][root][INFO] - Epoch 19, Itrs 22610/30000, Loss=0.165479
[2021-06-15 02:47:05,880][root][INFO] - Epoch 19, Itrs 22620/30000, Loss=0.151668
[2021-06-15 02:47:08,539][root][INFO] - Epoch 19, Itrs 22630/30000, Loss=0.158512
[2021-06-15 02:47:11,305][root][INFO] - Epoch 19, Itrs 22640/30000, Loss=0.158925
[2021-06-15 02:47:13,978][root][INFO] - Epoch 19, Itrs 22650/30000, Loss=0.150091
[2021-06-15 02:47:16,613][root][INFO] - Epoch 19, Itrs 22660/30000, Loss=0.154035
[2021-06-15 02:47:19,184][root][INFO] - Epoch 19, Itrs 22670/30000, Loss=0.163333
[2021-06-15 02:47:22,006][root][INFO] - Epoch 19, Itrs 22680/30000, Loss=0.147986
[2021-06-15 02:47:24,618][root][INFO] - Epoch 19, Itrs 22690/30000, Loss=0.153330
[2021-06-15 02:47:27,325][root][INFO] - Epoch 19, Itrs 22700/30000, Loss=0.146633
[2021-06-15 02:47:30,003][root][INFO] - Epoch 19, Itrs 22710/30000, Loss=0.158163
[2021-06-15 02:47:32,667][root][INFO] - Epoch 19, Itrs 22720/30000, Loss=0.148601
[2021-06-15 02:47:35,330][root][INFO] - Epoch 19, Itrs 22730/30000, Loss=0.157795
[2021-06-15 02:47:38,039][root][INFO] - Epoch 19, Itrs 22740/30000, Loss=0.168281
[2021-06-15 02:47:40,745][root][INFO] - Epoch 19, Itrs 22750/30000, Loss=0.146728
[2021-06-15 02:47:43,483][root][INFO] - Epoch 19, Itrs 22760/30000, Loss=0.140554
[2021-06-15 02:47:46,119][root][INFO] - Epoch 19, Itrs 22770/30000, Loss=0.159073
[2021-06-15 02:47:48,749][root][INFO] - Epoch 19, Itrs 22780/30000, Loss=0.156664
[2021-06-15 02:47:51,437][root][INFO] - Epoch 19, Itrs 22790/30000, Loss=0.145913
[2021-06-15 02:47:54,212][root][INFO] - Epoch 19, Itrs 22800/30000, Loss=0.157081
[2021-06-15 02:47:56,857][root][INFO] - Epoch 19, Itrs 22810/30000, Loss=0.166919
[2021-06-15 02:47:59,519][root][INFO] - Epoch 19, Itrs 22820/30000, Loss=0.151092
[2021-06-15 02:48:02,097][root][INFO] - Epoch 19, Itrs 22830/30000, Loss=0.144705
[2021-06-15 02:48:04,911][root][INFO] - Epoch 19, Itrs 22840/30000, Loss=0.164554
[2021-06-15 02:48:07,603][root][INFO] - Epoch 19, Itrs 22850/30000, Loss=0.175887
[2021-06-15 02:48:10,201][root][INFO] - Epoch 19, Itrs 22860/30000, Loss=0.165235
[2021-06-15 02:48:12,880][root][INFO] - Epoch 19, Itrs 22870/30000, Loss=0.152954
[2021-06-15 02:48:15,530][root][INFO] - Epoch 19, Itrs 22880/30000, Loss=0.154075
[2021-06-15 02:48:18,302][root][INFO] - Epoch 19, Itrs 22890/30000, Loss=0.175570
[2021-06-15 02:48:20,996][root][INFO] - Epoch 19, Itrs 22900/30000, Loss=0.156458
[2021-06-15 02:48:23,576][root][INFO] - Epoch 19, Itrs 22910/30000, Loss=0.165258
[2021-06-15 02:48:26,287][root][INFO] - Epoch 19, Itrs 22920/30000, Loss=0.156494
[2021-06-15 02:48:28,870][root][INFO] - Epoch 19, Itrs 22930/30000, Loss=0.155308
[2021-06-15 02:48:31,514][root][INFO] - Epoch 19, Itrs 22940/30000, Loss=0.158076
[2021-06-15 02:48:34,190][root][INFO] - Epoch 19, Itrs 22950/30000, Loss=0.160431
[2021-06-15 02:48:36,753][root][INFO] - Epoch 19, Itrs 22960/30000, Loss=0.155801
[2021-06-15 02:48:39,406][root][INFO] - Epoch 19, Itrs 22970/30000, Loss=0.150957
[2021-06-15 02:48:42,131][root][INFO] - Epoch 19, Itrs 22980/30000, Loss=0.148982
[2021-06-15 02:48:44,719][root][INFO] - Epoch 19, Itrs 22990/30000, Loss=0.147478
[2021-06-15 02:48:47,437][root][INFO] - Epoch 19, Itrs 23000/30000, Loss=0.149821
[2021-06-15 02:48:50,158][root][INFO] - Epoch 19, Itrs 23010/30000, Loss=0.147962
[2021-06-15 02:48:52,735][root][INFO] - Epoch 19, Itrs 23020/30000, Loss=0.165272
[2021-06-15 02:48:55,403][root][INFO] - Epoch 19, Itrs 23030/30000, Loss=0.146373
[2021-06-15 02:48:58,073][root][INFO] - Epoch 19, Itrs 23040/30000, Loss=0.154372
[2021-06-15 02:49:00,702][root][INFO] - Epoch 19, Itrs 23050/30000, Loss=0.161647
[2021-06-15 02:49:03,315][root][INFO] - Epoch 19, Itrs 23060/30000, Loss=0.152528
[2021-06-15 02:49:06,045][root][INFO] - Epoch 19, Itrs 23070/30000, Loss=0.154964
[2021-06-15 02:49:08,755][root][INFO] - Epoch 19, Itrs 23080/30000, Loss=0.152203
[2021-06-15 02:49:11,391][root][INFO] - Epoch 19, Itrs 23090/30000, Loss=0.149242
[2021-06-15 02:49:14,087][root][INFO] - Epoch 19, Itrs 23100/30000, Loss=0.154256
[2021-06-15 02:49:16,734][root][INFO] - Epoch 19, Itrs 23110/30000, Loss=0.148820
[2021-06-15 02:49:19,140][root][INFO] - Epoch 19, Itrs 23120/30000, Loss=0.141990
[2021-06-15 02:49:24,230][root][INFO] - Epoch 20, Itrs 23130/30000, Loss=0.155704
[2021-06-15 02:49:27,256][root][INFO] - Epoch 20, Itrs 23140/30000, Loss=0.151379
[2021-06-15 02:49:30,309][root][INFO] - Epoch 20, Itrs 23150/30000, Loss=0.144989
[2021-06-15 02:49:32,897][root][INFO] - Epoch 20, Itrs 23160/30000, Loss=0.149292
[2021-06-15 02:49:35,627][root][INFO] - Epoch 20, Itrs 23170/30000, Loss=0.154973
[2021-06-15 02:49:38,230][root][INFO] - Epoch 20, Itrs 23180/30000, Loss=0.155489
[2021-06-15 02:49:41,027][root][INFO] - Epoch 20, Itrs 23190/30000, Loss=0.147150
[2021-06-15 02:49:43,610][root][INFO] - Epoch 20, Itrs 23200/30000, Loss=0.150626
[2021-06-15 02:49:46,274][root][INFO] - Epoch 20, Itrs 23210/30000, Loss=0.154673
[2021-06-15 02:49:49,042][root][INFO] - Epoch 20, Itrs 23220/30000, Loss=0.152623
[2021-06-15 02:49:51,686][root][INFO] - Epoch 20, Itrs 23230/30000, Loss=0.138758
[2021-06-15 02:49:54,327][root][INFO] - Epoch 20, Itrs 23240/30000, Loss=0.153053
[2021-06-15 02:49:57,085][root][INFO] - Epoch 20, Itrs 23250/30000, Loss=0.155716
[2021-06-15 02:49:59,774][root][INFO] - Epoch 20, Itrs 23260/30000, Loss=0.139350
[2021-06-15 02:50:02,518][root][INFO] - Epoch 20, Itrs 23270/30000, Loss=0.152890
[2021-06-15 02:50:05,125][root][INFO] - Epoch 20, Itrs 23280/30000, Loss=0.146353
[2021-06-15 02:50:07,834][root][INFO] - Epoch 20, Itrs 23290/30000, Loss=0.156230
[2021-06-15 02:50:10,510][root][INFO] - Epoch 20, Itrs 23300/30000, Loss=0.156458
[2021-06-15 02:50:13,124][root][INFO] - Epoch 20, Itrs 23310/30000, Loss=0.153052
[2021-06-15 02:50:15,820][root][INFO] - Epoch 20, Itrs 23320/30000, Loss=0.147682
[2021-06-15 02:50:18,453][root][INFO] - Epoch 20, Itrs 23330/30000, Loss=0.153419
[2021-06-15 02:50:21,188][root][INFO] - Epoch 20, Itrs 23340/30000, Loss=0.137073
[2021-06-15 02:50:23,816][root][INFO] - Epoch 20, Itrs 23350/30000, Loss=0.145928
[2021-06-15 02:50:26,488][root][INFO] - Epoch 20, Itrs 23360/30000, Loss=0.164607
[2021-06-15 02:50:29,174][root][INFO] - Epoch 20, Itrs 23370/30000, Loss=0.155100
[2021-06-15 02:50:31,830][root][INFO] - Epoch 20, Itrs 23380/30000, Loss=0.139094
[2021-06-15 02:50:34,559][root][INFO] - Epoch 20, Itrs 23390/30000, Loss=0.153368
[2021-06-15 02:50:37,148][root][INFO] - Epoch 20, Itrs 23400/30000, Loss=0.145209
[2021-06-15 02:50:39,904][root][INFO] - Epoch 20, Itrs 23410/30000, Loss=0.152574
[2021-06-15 02:50:42,666][root][INFO] - Epoch 20, Itrs 23420/30000, Loss=0.142922
[2021-06-15 02:50:45,373][root][INFO] - Epoch 20, Itrs 23430/30000, Loss=0.158727
[2021-06-15 02:50:48,072][root][INFO] - Epoch 20, Itrs 23440/30000, Loss=0.153441
[2021-06-15 02:50:50,759][root][INFO] - Epoch 20, Itrs 23450/30000, Loss=0.152242
[2021-06-15 02:50:53,307][root][INFO] - Epoch 20, Itrs 23460/30000, Loss=0.151478
[2021-06-15 02:50:55,961][root][INFO] - Epoch 20, Itrs 23470/30000, Loss=0.153814
[2021-06-15 02:50:58,637][root][INFO] - Epoch 20, Itrs 23480/30000, Loss=0.154560
[2021-06-15 02:51:01,234][root][INFO] - Epoch 20, Itrs 23490/30000, Loss=0.151025
[2021-06-15 02:51:03,937][root][INFO] - Epoch 20, Itrs 23500/30000, Loss=0.146734
[2021-06-15 02:51:06,596][root][INFO] - Epoch 20, Itrs 23510/30000, Loss=0.157664
[2021-06-15 02:51:09,339][root][INFO] - Epoch 20, Itrs 23520/30000, Loss=0.154287
[2021-06-15 02:51:12,034][root][INFO] - Epoch 20, Itrs 23530/30000, Loss=0.160157
[2021-06-15 02:51:14,677][root][INFO] - Epoch 20, Itrs 23540/30000, Loss=0.156095
[2021-06-15 02:51:17,443][root][INFO] - Epoch 20, Itrs 23550/30000, Loss=0.152069
[2021-06-15 02:51:20,117][root][INFO] - Epoch 20, Itrs 23560/30000, Loss=0.157336
[2021-06-15 02:51:22,624][root][INFO] - Epoch 20, Itrs 23570/30000, Loss=0.162080
[2021-06-15 02:51:25,278][root][INFO] - Epoch 20, Itrs 23580/30000, Loss=0.149229
[2021-06-15 02:51:28,083][root][INFO] - Epoch 20, Itrs 23590/30000, Loss=0.141263
[2021-06-15 02:51:30,715][root][INFO] - Epoch 20, Itrs 23600/30000, Loss=0.147772
[2021-06-15 02:51:33,398][root][INFO] - Epoch 20, Itrs 23610/30000, Loss=0.144221
[2021-06-15 02:51:36,026][root][INFO] - Epoch 20, Itrs 23620/30000, Loss=0.161933
[2021-06-15 02:51:38,776][root][INFO] - Epoch 20, Itrs 23630/30000, Loss=0.145749
[2021-06-15 02:51:41,290][root][INFO] - Epoch 20, Itrs 23640/30000, Loss=0.151118
[2021-06-15 02:51:43,947][root][INFO] - Epoch 20, Itrs 23650/30000, Loss=0.149052
[2021-06-15 02:51:46,735][root][INFO] - Epoch 20, Itrs 23660/30000, Loss=0.153945
[2021-06-15 02:51:49,527][root][INFO] - Epoch 20, Itrs 23670/30000, Loss=0.144847
[2021-06-15 02:51:52,056][root][INFO] - Epoch 20, Itrs 23680/30000, Loss=0.139722
[2021-06-15 02:51:54,751][root][INFO] - Epoch 20, Itrs 23690/30000, Loss=0.146359
[2021-06-15 02:51:57,373][root][INFO] - Epoch 20, Itrs 23700/30000, Loss=0.146676
[2021-06-15 02:51:59,979][root][INFO] - Epoch 20, Itrs 23710/30000, Loss=0.151514
[2021-06-15 02:52:02,598][root][INFO] - Epoch 20, Itrs 23720/30000, Loss=0.136995
[2021-06-15 02:52:05,249][root][INFO] - Epoch 20, Itrs 23730/30000, Loss=0.135649
[2021-06-15 02:52:07,995][root][INFO] - Epoch 20, Itrs 23740/30000, Loss=0.145692
[2021-06-15 02:52:10,850][root][INFO] - Epoch 20, Itrs 23750/30000, Loss=0.151763
[2021-06-15 02:52:13,449][root][INFO] - Epoch 20, Itrs 23760/30000, Loss=0.145776
[2021-06-15 02:52:16,146][root][INFO] - Epoch 20, Itrs 23770/30000, Loss=0.151620
[2021-06-15 02:52:18,935][root][INFO] - Epoch 20, Itrs 23780/30000, Loss=0.146889
[2021-06-15 02:52:21,471][root][INFO] - Epoch 20, Itrs 23790/30000, Loss=0.156960
[2021-06-15 02:52:24,246][root][INFO] - Epoch 20, Itrs 23800/30000, Loss=0.154114
[2021-06-15 02:52:26,936][root][INFO] - Epoch 20, Itrs 23810/30000, Loss=0.150690
[2021-06-15 02:52:29,480][root][INFO] - Epoch 20, Itrs 23820/30000, Loss=0.144243
[2021-06-15 02:52:32,166][root][INFO] - Epoch 20, Itrs 23830/30000, Loss=0.149514
[2021-06-15 02:52:34,915][root][INFO] - Epoch 20, Itrs 23840/30000, Loss=0.134764
[2021-06-15 02:52:37,489][root][INFO] - Epoch 20, Itrs 23850/30000, Loss=0.143043
[2021-06-15 02:52:40,254][root][INFO] - Epoch 20, Itrs 23860/30000, Loss=0.155249
[2021-06-15 02:52:42,836][root][INFO] - Epoch 20, Itrs 23870/30000, Loss=0.133112
[2021-06-15 02:52:45,385][root][INFO] - Epoch 20, Itrs 23880/30000, Loss=0.146294
[2021-06-15 02:52:48,202][root][INFO] - Epoch 20, Itrs 23890/30000, Loss=0.146040
[2021-06-15 02:52:50,829][root][INFO] - Epoch 20, Itrs 23900/30000, Loss=0.144184
[2021-06-15 02:52:53,632][root][INFO] - Epoch 20, Itrs 23910/30000, Loss=0.148125
[2021-06-15 02:52:56,230][root][INFO] - Epoch 20, Itrs 23920/30000, Loss=0.135940
[2021-06-15 02:52:58,905][root][INFO] - Epoch 20, Itrs 23930/30000, Loss=0.146308
[2021-06-15 02:53:01,469][root][INFO] - Epoch 20, Itrs 23940/30000, Loss=0.128593
[2021-06-15 02:53:04,098][root][INFO] - Epoch 20, Itrs 23950/30000, Loss=0.140955
[2021-06-15 02:53:06,769][root][INFO] - Epoch 20, Itrs 23960/30000, Loss=0.151644
[2021-06-15 02:53:09,403][root][INFO] - Epoch 20, Itrs 23970/30000, Loss=0.152930
[2021-06-15 02:53:12,180][root][INFO] - Epoch 20, Itrs 23980/30000, Loss=0.150479
[2021-06-15 02:53:14,804][root][INFO] - Epoch 20, Itrs 23990/30000, Loss=0.160748
[2021-06-15 02:53:17,450][root][INFO] - Epoch 20, Itrs 24000/30000, Loss=0.163980
[2021-06-15 02:53:17,451][root][INFO] - validation...
[2021-06-15 02:53:19,730][root][INFO] - 0/340
[2021-06-15 02:53:19,981][root][INFO] - 1/340
[2021-06-15 02:53:20,234][root][INFO] - 2/340
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[2021-06-15 02:53:21,218][root][INFO] - 6/340
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[2021-06-15 02:53:21,824][root][INFO] - 9/340
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[2021-06-15 02:54:27,555][root][INFO] - miou: 0.6125251152633273
[2021-06-15 02:54:28,608][root][INFO] - Model saved as checkpoints/best_miou.pth
[2021-06-15 02:54:31,068][root][INFO] - Epoch 20, Itrs 24010/30000, Loss=0.147185
[2021-06-15 02:54:33,785][root][INFO] - Epoch 20, Itrs 24020/30000, Loss=0.144440
[2021-06-15 02:54:36,340][root][INFO] - Epoch 20, Itrs 24030/30000, Loss=0.146265
[2021-06-15 02:54:39,064][root][INFO] - Epoch 20, Itrs 24040/30000, Loss=0.145379
[2021-06-15 02:54:41,688][root][INFO] - Epoch 20, Itrs 24050/30000, Loss=0.146801
[2021-06-15 02:54:44,242][root][INFO] - Epoch 20, Itrs 24060/30000, Loss=0.136191
[2021-06-15 02:54:46,840][root][INFO] - Epoch 20, Itrs 24070/30000, Loss=0.153142
[2021-06-15 02:54:49,644][root][INFO] - Epoch 20, Itrs 24080/30000, Loss=0.142741
[2021-06-15 02:54:52,270][root][INFO] - Epoch 20, Itrs 24090/30000, Loss=0.154165
[2021-06-15 02:54:54,932][root][INFO] - Epoch 20, Itrs 24100/30000, Loss=0.150249
[2021-06-15 02:54:57,631][root][INFO] - Epoch 20, Itrs 24110/30000, Loss=0.145472
[2021-06-15 02:55:00,354][root][INFO] - Epoch 20, Itrs 24120/30000, Loss=0.139360
[2021-06-15 02:55:02,946][root][INFO] - Epoch 20, Itrs 24130/30000, Loss=0.154963
[2021-06-15 02:55:05,445][root][INFO] - Epoch 20, Itrs 24140/30000, Loss=0.144273
[2021-06-15 02:55:08,121][root][INFO] - Epoch 20, Itrs 24150/30000, Loss=0.148321
[2021-06-15 02:55:10,844][root][INFO] - Epoch 20, Itrs 24160/30000, Loss=0.142317
[2021-06-15 02:55:13,361][root][INFO] - Epoch 20, Itrs 24170/30000, Loss=0.144452
[2021-06-15 02:55:16,153][root][INFO] - Epoch 20, Itrs 24180/30000, Loss=0.144861
[2021-06-15 02:55:18,818][root][INFO] - Epoch 20, Itrs 24190/30000, Loss=0.147870
[2021-06-15 02:55:21,490][root][INFO] - Epoch 20, Itrs 24200/30000, Loss=0.146125
[2021-06-15 02:55:24,202][root][INFO] - Epoch 20, Itrs 24210/30000, Loss=0.157362
[2021-06-15 02:55:26,928][root][INFO] - Epoch 20, Itrs 24220/30000, Loss=0.154676
[2021-06-15 02:55:29,493][root][INFO] - Epoch 20, Itrs 24230/30000, Loss=0.149498
[2021-06-15 02:55:32,100][root][INFO] - Epoch 20, Itrs 24240/30000, Loss=0.144187
[2021-06-15 02:55:34,828][root][INFO] - Epoch 20, Itrs 24250/30000, Loss=0.145112
[2021-06-15 02:55:37,569][root][INFO] - Epoch 20, Itrs 24260/30000, Loss=0.136560
[2021-06-15 02:55:40,176][root][INFO] - Epoch 20, Itrs 24270/30000, Loss=0.160529
[2021-06-15 02:55:42,822][root][INFO] - Epoch 20, Itrs 24280/30000, Loss=0.162771
[2021-06-15 02:55:45,508][root][INFO] - Epoch 20, Itrs 24290/30000, Loss=0.153663
[2021-06-15 02:55:48,046][root][INFO] - Epoch 20, Itrs 24300/30000, Loss=0.155534
[2021-06-15 02:55:50,807][root][INFO] - Epoch 20, Itrs 24310/30000, Loss=0.143100
[2021-06-15 02:55:53,393][root][INFO] - Epoch 20, Itrs 24320/30000, Loss=0.161039
[2021-06-15 02:55:55,923][root][INFO] - Epoch 20, Itrs 24330/30000, Loss=0.144602
[2021-06-15 02:55:58,243][root][INFO] - Epoch 20, Itrs 24340/30000, Loss=0.137192
[2021-06-15 02:56:04,138][root][INFO] - Epoch 21, Itrs 24350/30000, Loss=0.152730
[2021-06-15 02:56:07,049][root][INFO] - Epoch 21, Itrs 24360/30000, Loss=0.143850
[2021-06-15 02:56:09,720][root][INFO] - Epoch 21, Itrs 24370/30000, Loss=0.143425
[2021-06-15 02:56:12,552][root][INFO] - Epoch 21, Itrs 24380/30000, Loss=0.148497
[2021-06-15 02:56:15,224][root][INFO] - Epoch 21, Itrs 24390/30000, Loss=0.139875
[2021-06-15 02:56:17,950][root][INFO] - Epoch 21, Itrs 24400/30000, Loss=0.138708
[2021-06-15 02:56:20,493][root][INFO] - Epoch 21, Itrs 24410/30000, Loss=0.140188
[2021-06-15 02:56:23,231][root][INFO] - Epoch 21, Itrs 24420/30000, Loss=0.137995
[2021-06-15 02:56:25,908][root][INFO] - Epoch 21, Itrs 24430/30000, Loss=0.148654
[2021-06-15 02:56:28,566][root][INFO] - Epoch 21, Itrs 24440/30000, Loss=0.162736
[2021-06-15 02:56:31,182][root][INFO] - Epoch 21, Itrs 24450/30000, Loss=0.149622
[2021-06-15 02:56:33,803][root][INFO] - Epoch 21, Itrs 24460/30000, Loss=0.146351
[2021-06-15 02:56:36,528][root][INFO] - Epoch 21, Itrs 24470/30000, Loss=0.139621
[2021-06-15 02:56:39,171][root][INFO] - Epoch 21, Itrs 24480/30000, Loss=0.145901
[2021-06-15 02:56:41,758][root][INFO] - Epoch 21, Itrs 24490/30000, Loss=0.138085
[2021-06-15 02:56:44,449][root][INFO] - Epoch 21, Itrs 24500/30000, Loss=0.158294
[2021-06-15 02:56:47,188][root][INFO] - Epoch 21, Itrs 24510/30000, Loss=0.142668
[2021-06-15 02:56:49,818][root][INFO] - Epoch 21, Itrs 24520/30000, Loss=0.143822
[2021-06-15 02:56:52,478][root][INFO] - Epoch 21, Itrs 24530/30000, Loss=0.145218
[2021-06-15 02:56:55,132][root][INFO] - Epoch 21, Itrs 24540/30000, Loss=0.143991
[2021-06-15 02:56:57,796][root][INFO] - Epoch 21, Itrs 24550/30000, Loss=0.138934
[2021-06-15 02:57:00,385][root][INFO] - Epoch 21, Itrs 24560/30000, Loss=0.142544
[2021-06-15 02:57:03,174][root][INFO] - Epoch 21, Itrs 24570/30000, Loss=0.156745
[2021-06-15 02:57:05,817][root][INFO] - Epoch 21, Itrs 24580/30000, Loss=0.145000
[2021-06-15 02:57:08,501][root][INFO] - Epoch 21, Itrs 24590/30000, Loss=0.137105
[2021-06-15 02:57:11,227][root][INFO] - Epoch 21, Itrs 24600/30000, Loss=0.146675
[2021-06-15 02:57:13,844][root][INFO] - Epoch 21, Itrs 24610/30000, Loss=0.149867
[2021-06-15 02:57:16,447][root][INFO] - Epoch 21, Itrs 24620/30000, Loss=0.137713
[2021-06-15 02:57:19,184][root][INFO] - Epoch 21, Itrs 24630/30000, Loss=0.139316
[2021-06-15 02:57:21,817][root][INFO] - Epoch 21, Itrs 24640/30000, Loss=0.133948
[2021-06-15 02:57:24,418][root][INFO] - Epoch 21, Itrs 24650/30000, Loss=0.155658
[2021-06-15 02:57:27,178][root][INFO] - Epoch 21, Itrs 24660/30000, Loss=0.147935
[2021-06-15 02:57:29,854][root][INFO] - Epoch 21, Itrs 24670/30000, Loss=0.151992
[2021-06-15 02:57:32,473][root][INFO] - Epoch 21, Itrs 24680/30000, Loss=0.146933
[2021-06-15 02:57:35,190][root][INFO] - Epoch 21, Itrs 24690/30000, Loss=0.156939
[2021-06-15 02:57:37,858][root][INFO] - Epoch 21, Itrs 24700/30000, Loss=0.147387
[2021-06-15 02:57:40,595][root][INFO] - Epoch 21, Itrs 24710/30000, Loss=0.150611
[2021-06-15 02:57:43,224][root][INFO] - Epoch 21, Itrs 24720/30000, Loss=0.141756
[2021-06-15 02:57:45,789][root][INFO] - Epoch 21, Itrs 24730/30000, Loss=0.153689
[2021-06-15 02:57:48,544][root][INFO] - Epoch 21, Itrs 24740/30000, Loss=0.151101
[2021-06-15 02:57:51,198][root][INFO] - Epoch 21, Itrs 24750/30000, Loss=0.144723
[2021-06-15 02:57:53,917][root][INFO] - Epoch 21, Itrs 24760/30000, Loss=0.137953
[2021-06-15 02:57:56,541][root][INFO] - Epoch 21, Itrs 24770/30000, Loss=0.158473
[2021-06-15 02:57:59,204][root][INFO] - Epoch 21, Itrs 24780/30000, Loss=0.150973
[2021-06-15 02:58:01,826][root][INFO] - Epoch 21, Itrs 24790/30000, Loss=0.150402
[2021-06-15 02:58:04,435][root][INFO] - Epoch 21, Itrs 24800/30000, Loss=0.144215
[2021-06-15 02:58:07,146][root][INFO] - Epoch 21, Itrs 24810/30000, Loss=0.141873
[2021-06-15 02:58:09,855][root][INFO] - Epoch 21, Itrs 24820/30000, Loss=0.145837
[2021-06-15 02:58:12,468][root][INFO] - Epoch 21, Itrs 24830/30000, Loss=0.149936
[2021-06-15 02:58:15,139][root][INFO] - Epoch 21, Itrs 24840/30000, Loss=0.147324
[2021-06-15 02:58:17,745][root][INFO] - Epoch 21, Itrs 24850/30000, Loss=0.135614
[2021-06-15 02:58:20,496][root][INFO] - Epoch 21, Itrs 24860/30000, Loss=0.140615
[2021-06-15 02:58:23,106][root][INFO] - Epoch 21, Itrs 24870/30000, Loss=0.145770
[2021-06-15 02:58:25,810][root][INFO] - Epoch 21, Itrs 24880/30000, Loss=0.147630
[2021-06-15 02:58:28,404][root][INFO] - Epoch 21, Itrs 24890/30000, Loss=0.145967
[2021-06-15 02:58:31,111][root][INFO] - Epoch 21, Itrs 24900/30000, Loss=0.133988
[2021-06-15 02:58:33,751][root][INFO] - Epoch 21, Itrs 24910/30000, Loss=0.141389
[2021-06-15 02:58:36,388][root][INFO] - Epoch 21, Itrs 24920/30000, Loss=0.152089
[2021-06-15 02:58:38,963][root][INFO] - Epoch 21, Itrs 24930/30000, Loss=0.147754
[2021-06-15 02:58:41,595][root][INFO] - Epoch 21, Itrs 24940/30000, Loss=0.146012
[2021-06-15 02:58:44,421][root][INFO] - Epoch 21, Itrs 24950/30000, Loss=0.142069
[2021-06-15 02:58:46,987][root][INFO] - Epoch 21, Itrs 24960/30000, Loss=0.145563
[2021-06-15 02:58:49,634][root][INFO] - Epoch 21, Itrs 24970/30000, Loss=0.140749
[2021-06-15 02:58:52,299][root][INFO] - Epoch 21, Itrs 24980/30000, Loss=0.151897
[2021-06-15 02:58:55,025][root][INFO] - Epoch 21, Itrs 24990/30000, Loss=0.147177
[2021-06-15 02:58:57,592][root][INFO] - Epoch 21, Itrs 25000/30000, Loss=0.138124
[2021-06-15 02:59:00,407][root][INFO] - Epoch 21, Itrs 25010/30000, Loss=0.149728
[2021-06-15 02:59:02,993][root][INFO] - Epoch 21, Itrs 25020/30000, Loss=0.157903
[2021-06-15 02:59:05,663][root][INFO] - Epoch 21, Itrs 25030/30000, Loss=0.140269
[2021-06-15 02:59:08,416][root][INFO] - Epoch 21, Itrs 25040/30000, Loss=0.148972
[2021-06-15 02:59:11,059][root][INFO] - Epoch 21, Itrs 25050/30000, Loss=0.149420
[2021-06-15 02:59:13,734][root][INFO] - Epoch 21, Itrs 25060/30000, Loss=0.150274
[2021-06-15 02:59:16,433][root][INFO] - Epoch 21, Itrs 25070/30000, Loss=0.154798
[2021-06-15 02:59:19,056][root][INFO] - Epoch 21, Itrs 25080/30000, Loss=0.140544
[2021-06-15 02:59:21,665][root][INFO] - Epoch 21, Itrs 25090/30000, Loss=0.149943
[2021-06-15 02:59:24,332][root][INFO] - Epoch 21, Itrs 25100/30000, Loss=0.157834
[2021-06-15 02:59:27,074][root][INFO] - Epoch 21, Itrs 25110/30000, Loss=0.144103
[2021-06-15 02:59:29,752][root][INFO] - Epoch 21, Itrs 25120/30000, Loss=0.131187
[2021-06-15 02:59:32,307][root][INFO] - Epoch 21, Itrs 25130/30000, Loss=0.139902
[2021-06-15 02:59:35,062][root][INFO] - Epoch 21, Itrs 25140/30000, Loss=0.148287
[2021-06-15 02:59:37,726][root][INFO] - Epoch 21, Itrs 25150/30000, Loss=0.148985
[2021-06-15 02:59:40,386][root][INFO] - Epoch 21, Itrs 25160/30000, Loss=0.155724
[2021-06-15 02:59:43,132][root][INFO] - Epoch 21, Itrs 25170/30000, Loss=0.145172
[2021-06-15 02:59:45,724][root][INFO] - Epoch 21, Itrs 25180/30000, Loss=0.152089
[2021-06-15 02:59:48,342][root][INFO] - Epoch 21, Itrs 25190/30000, Loss=0.143076
[2021-06-15 02:59:51,108][root][INFO] - Epoch 21, Itrs 25200/30000, Loss=0.153276
[2021-06-15 02:59:53,729][root][INFO] - Epoch 21, Itrs 25210/30000, Loss=0.138877
[2021-06-15 02:59:56,326][root][INFO] - Epoch 21, Itrs 25220/30000, Loss=0.146042
[2021-06-15 02:59:59,144][root][INFO] - Epoch 21, Itrs 25230/30000, Loss=0.143214
[2021-06-15 03:00:01,729][root][INFO] - Epoch 21, Itrs 25240/30000, Loss=0.140207
[2021-06-15 03:00:04,359][root][INFO] - Epoch 21, Itrs 25250/30000, Loss=0.141666
[2021-06-15 03:00:07,058][root][INFO] - Epoch 21, Itrs 25260/30000, Loss=0.159334
[2021-06-15 03:00:09,745][root][INFO] - Epoch 21, Itrs 25270/30000, Loss=0.143721
[2021-06-15 03:00:12,480][root][INFO] - Epoch 21, Itrs 25280/30000, Loss=0.148927
[2021-06-15 03:00:15,089][root][INFO] - Epoch 21, Itrs 25290/30000, Loss=0.149024
[2021-06-15 03:00:17,702][root][INFO] - Epoch 21, Itrs 25300/30000, Loss=0.137351
[2021-06-15 03:00:20,383][root][INFO] - Epoch 21, Itrs 25310/30000, Loss=0.147291
[2021-06-15 03:00:22,953][root][INFO] - Epoch 21, Itrs 25320/30000, Loss=0.144032
[2021-06-15 03:00:25,565][root][INFO] - Epoch 21, Itrs 25330/30000, Loss=0.145986
[2021-06-15 03:00:28,288][root][INFO] - Epoch 21, Itrs 25340/30000, Loss=0.152419
[2021-06-15 03:00:31,007][root][INFO] - Epoch 21, Itrs 25350/30000, Loss=0.147385
[2021-06-15 03:00:33,575][root][INFO] - Epoch 21, Itrs 25360/30000, Loss=0.139273
[2021-06-15 03:00:36,242][root][INFO] - Epoch 21, Itrs 25370/30000, Loss=0.159310
[2021-06-15 03:00:38,928][root][INFO] - Epoch 21, Itrs 25380/30000, Loss=0.147828
[2021-06-15 03:00:41,555][root][INFO] - Epoch 21, Itrs 25390/30000, Loss=0.153717
[2021-06-15 03:00:44,213][root][INFO] - Epoch 21, Itrs 25400/30000, Loss=0.152884
[2021-06-15 03:00:46,920][root][INFO] - Epoch 21, Itrs 25410/30000, Loss=0.146387
[2021-06-15 03:00:49,493][root][INFO] - Epoch 21, Itrs 25420/30000, Loss=0.134374
[2021-06-15 03:00:52,206][root][INFO] - Epoch 21, Itrs 25430/30000, Loss=0.150810
[2021-06-15 03:00:54,871][root][INFO] - Epoch 21, Itrs 25440/30000, Loss=0.145523
[2021-06-15 03:00:57,589][root][INFO] - Epoch 21, Itrs 25450/30000, Loss=0.146803
[2021-06-15 03:01:00,172][root][INFO] - Epoch 21, Itrs 25460/30000, Loss=0.134990
[2021-06-15 03:01:02,927][root][INFO] - Epoch 21, Itrs 25470/30000, Loss=0.143903
[2021-06-15 03:01:05,574][root][INFO] - Epoch 21, Itrs 25480/30000, Loss=0.151318
[2021-06-15 03:01:08,252][root][INFO] - Epoch 21, Itrs 25490/30000, Loss=0.138728
[2021-06-15 03:01:11,031][root][INFO] - Epoch 21, Itrs 25500/30000, Loss=0.150081
[2021-06-15 03:01:13,574][root][INFO] - Epoch 21, Itrs 25510/30000, Loss=0.137555
[2021-06-15 03:01:16,193][root][INFO] - Epoch 21, Itrs 25520/30000, Loss=0.152362
[2021-06-15 03:01:18,936][root][INFO] - Epoch 21, Itrs 25530/30000, Loss=0.138819
[2021-06-15 03:01:21,627][root][INFO] - Epoch 21, Itrs 25540/30000, Loss=0.149398
[2021-06-15 03:01:24,070][root][INFO] - Epoch 21, Itrs 25550/30000, Loss=0.161344
[2021-06-15 03:01:28,938][root][INFO] - Epoch 22, Itrs 25560/30000, Loss=0.146488
[2021-06-15 03:01:31,974][root][INFO] - Epoch 22, Itrs 25570/30000, Loss=0.145002
[2021-06-15 03:01:35,116][root][INFO] - Epoch 22, Itrs 25580/30000, Loss=0.156451
[2021-06-15 03:01:37,870][root][INFO] - Epoch 22, Itrs 25590/30000, Loss=0.153092
[2021-06-15 03:01:40,604][root][INFO] - Epoch 22, Itrs 25600/30000, Loss=0.144529
[2021-06-15 03:01:43,278][root][INFO] - Epoch 22, Itrs 25610/30000, Loss=0.146414
[2021-06-15 03:01:45,929][root][INFO] - Epoch 22, Itrs 25620/30000, Loss=0.144687
[2021-06-15 03:01:48,619][root][INFO] - Epoch 22, Itrs 25630/30000, Loss=0.144332
[2021-06-15 03:01:51,235][root][INFO] - Epoch 22, Itrs 25640/30000, Loss=0.140036
[2021-06-15 03:01:53,947][root][INFO] - Epoch 22, Itrs 25650/30000, Loss=0.149924
[2021-06-15 03:01:56,531][root][INFO] - Epoch 22, Itrs 25660/30000, Loss=0.138705
[2021-06-15 03:01:59,105][root][INFO] - Epoch 22, Itrs 25670/30000, Loss=0.151363
[2021-06-15 03:02:01,863][root][INFO] - Epoch 22, Itrs 25680/30000, Loss=0.133863
[2021-06-15 03:02:04,532][root][INFO] - Epoch 22, Itrs 25690/30000, Loss=0.138071
[2021-06-15 03:02:07,209][root][INFO] - Epoch 22, Itrs 25700/30000, Loss=0.143985
[2021-06-15 03:02:09,789][root][INFO] - Epoch 22, Itrs 25710/30000, Loss=0.152450
[2021-06-15 03:02:12,538][root][INFO] - Epoch 22, Itrs 25720/30000, Loss=0.144543
[2021-06-15 03:02:15,058][root][INFO] - Epoch 22, Itrs 25730/30000, Loss=0.138610
[2021-06-15 03:02:17,796][root][INFO] - Epoch 22, Itrs 25740/30000, Loss=0.142388
[2021-06-15 03:02:20,476][root][INFO] - Epoch 22, Itrs 25750/30000, Loss=0.150503
[2021-06-15 03:02:23,054][root][INFO] - Epoch 22, Itrs 25760/30000, Loss=0.134727
[2021-06-15 03:02:25,720][root][INFO] - Epoch 22, Itrs 25770/30000, Loss=0.134105
[2021-06-15 03:02:28,413][root][INFO] - Epoch 22, Itrs 25780/30000, Loss=0.141287
[2021-06-15 03:02:31,085][root][INFO] - Epoch 22, Itrs 25790/30000, Loss=0.158970
[2021-06-15 03:02:33,776][root][INFO] - Epoch 22, Itrs 25800/30000, Loss=0.140114
[2021-06-15 03:02:36,414][root][INFO] - Epoch 22, Itrs 25810/30000, Loss=0.148225
[2021-06-15 03:02:38,984][root][INFO] - Epoch 22, Itrs 25820/30000, Loss=0.135062
[2021-06-15 03:02:41,621][root][INFO] - Epoch 22, Itrs 25830/30000, Loss=0.138418
[2021-06-15 03:02:44,255][root][INFO] - Epoch 22, Itrs 25840/30000, Loss=0.149792
[2021-06-15 03:02:46,999][root][INFO] - Epoch 22, Itrs 25850/30000, Loss=0.147161
[2021-06-15 03:02:49,742][root][INFO] - Epoch 22, Itrs 25860/30000, Loss=0.150398
[2021-06-15 03:02:52,348][root][INFO] - Epoch 22, Itrs 25870/30000, Loss=0.140960
[2021-06-15 03:02:54,933][root][INFO] - Epoch 22, Itrs 25880/30000, Loss=0.137709
[2021-06-15 03:02:57,570][root][INFO] - Epoch 22, Itrs 25890/30000, Loss=0.138703
[2021-06-15 03:03:00,252][root][INFO] - Epoch 22, Itrs 25900/30000, Loss=0.135952
[2021-06-15 03:03:02,931][root][INFO] - Epoch 22, Itrs 25910/30000, Loss=0.135194
[2021-06-15 03:03:05,645][root][INFO] - Epoch 22, Itrs 25920/30000, Loss=0.148286
[2021-06-15 03:03:08,335][root][INFO] - Epoch 22, Itrs 25930/30000, Loss=0.134322
[2021-06-15 03:03:10,927][root][INFO] - Epoch 22, Itrs 25940/30000, Loss=0.161117
[2021-06-15 03:03:13,614][root][INFO] - Epoch 22, Itrs 25950/30000, Loss=0.140556
[2021-06-15 03:03:16,232][root][INFO] - Epoch 22, Itrs 25960/30000, Loss=0.152632
[2021-06-15 03:03:18,991][root][INFO] - Epoch 22, Itrs 25970/30000, Loss=0.138900
[2021-06-15 03:03:21,759][root][INFO] - Epoch 22, Itrs 25980/30000, Loss=0.140141
[2021-06-15 03:03:24,293][root][INFO] - Epoch 22, Itrs 25990/30000, Loss=0.140440
[2021-06-15 03:03:27,021][root][INFO] - Epoch 22, Itrs 26000/30000, Loss=0.137407
[2021-06-15 03:03:29,677][root][INFO] - Epoch 22, Itrs 26010/30000, Loss=0.138185
[2021-06-15 03:03:32,245][root][INFO] - Epoch 22, Itrs 26020/30000, Loss=0.135496
[2021-06-15 03:03:35,038][root][INFO] - Epoch 22, Itrs 26030/30000, Loss=0.150848
[2021-06-15 03:03:37,712][root][INFO] - Epoch 22, Itrs 26040/30000, Loss=0.144680
[2021-06-15 03:03:40,324][root][INFO] - Epoch 22, Itrs 26050/30000, Loss=0.147634
[2021-06-15 03:03:43,049][root][INFO] - Epoch 22, Itrs 26060/30000, Loss=0.145230
[2021-06-15 03:03:45,787][root][INFO] - Epoch 22, Itrs 26070/30000, Loss=0.152337
[2021-06-15 03:03:48,335][root][INFO] - Epoch 22, Itrs 26080/30000, Loss=0.157600
[2021-06-15 03:03:51,018][root][INFO] - Epoch 22, Itrs 26090/30000, Loss=0.152789
[2021-06-15 03:03:53,710][root][INFO] - Epoch 22, Itrs 26100/30000, Loss=0.139973
[2021-06-15 03:03:56,325][root][INFO] - Epoch 22, Itrs 26110/30000, Loss=0.144198
[2021-06-15 03:03:58,994][root][INFO] - Epoch 22, Itrs 26120/30000, Loss=0.151210
[2021-06-15 03:04:01,662][root][INFO] - Epoch 22, Itrs 26130/30000, Loss=0.142380
[2021-06-15 03:04:04,241][root][INFO] - Epoch 22, Itrs 26140/30000, Loss=0.143149
[2021-06-15 03:04:06,998][root][INFO] - Epoch 22, Itrs 26150/30000, Loss=0.131868
[2021-06-15 03:04:09,658][root][INFO] - Epoch 22, Itrs 26160/30000, Loss=0.148923
[2021-06-15 03:04:12,290][root][INFO] - Epoch 22, Itrs 26170/30000, Loss=0.140204
[2021-06-15 03:04:14,965][root][INFO] - Epoch 22, Itrs 26180/30000, Loss=0.149929
[2021-06-15 03:04:17,692][root][INFO] - Epoch 22, Itrs 26190/30000, Loss=0.144429
[2021-06-15 03:04:20,367][root][INFO] - Epoch 22, Itrs 26200/30000, Loss=0.146903
[2021-06-15 03:04:22,958][root][INFO] - Epoch 22, Itrs 26210/30000, Loss=0.151901
[2021-06-15 03:04:25,711][root][INFO] - Epoch 22, Itrs 26220/30000, Loss=0.143230
[2021-06-15 03:04:28,370][root][INFO] - Epoch 22, Itrs 26230/30000, Loss=0.140780
[2021-06-15 03:04:30,928][root][INFO] - Epoch 22, Itrs 26240/30000, Loss=0.152291
[2021-06-15 03:04:33,558][root][INFO] - Epoch 22, Itrs 26250/30000, Loss=0.141747
[2021-06-15 03:04:36,094][root][INFO] - Epoch 22, Itrs 26260/30000, Loss=0.143249
[2021-06-15 03:04:38,844][root][INFO] - Epoch 22, Itrs 26270/30000, Loss=0.139000
[2021-06-15 03:04:41,489][root][INFO] - Epoch 22, Itrs 26280/30000, Loss=0.140126
[2021-06-15 03:04:44,127][root][INFO] - Epoch 22, Itrs 26290/30000, Loss=0.133210
[2021-06-15 03:04:46,862][root][INFO] - Epoch 22, Itrs 26300/30000, Loss=0.142460
[2021-06-15 03:04:49,383][root][INFO] - Epoch 22, Itrs 26310/30000, Loss=0.147915
[2021-06-15 03:04:52,060][root][INFO] - Epoch 22, Itrs 26320/30000, Loss=0.151500
[2021-06-15 03:04:54,753][root][INFO] - Epoch 22, Itrs 26330/30000, Loss=0.155981
[2021-06-15 03:04:57,463][root][INFO] - Epoch 22, Itrs 26340/30000, Loss=0.142208
[2021-06-15 03:05:00,039][root][INFO] - Epoch 22, Itrs 26350/30000, Loss=0.144741
[2021-06-15 03:05:02,662][root][INFO] - Epoch 22, Itrs 26360/30000, Loss=0.133356
[2021-06-15 03:05:05,281][root][INFO] - Epoch 22, Itrs 26370/30000, Loss=0.149910
[2021-06-15 03:05:07,903][root][INFO] - Epoch 22, Itrs 26380/30000, Loss=0.150544
[2021-06-15 03:05:10,588][root][INFO] - Epoch 22, Itrs 26390/30000, Loss=0.148098
[2021-06-15 03:05:13,287][root][INFO] - Epoch 22, Itrs 26400/30000, Loss=0.148071
[2021-06-15 03:05:15,940][root][INFO] - Epoch 22, Itrs 26410/30000, Loss=0.143673
[2021-06-15 03:05:18,589][root][INFO] - Epoch 22, Itrs 26420/30000, Loss=0.143295
[2021-06-15 03:05:21,356][root][INFO] - Epoch 22, Itrs 26430/30000, Loss=0.135647
[2021-06-15 03:05:23,965][root][INFO] - Epoch 22, Itrs 26440/30000, Loss=0.140168
[2021-06-15 03:05:26,694][root][INFO] - Epoch 22, Itrs 26450/30000, Loss=0.153802
[2021-06-15 03:05:29,248][root][INFO] - Epoch 22, Itrs 26460/30000, Loss=0.142856
[2021-06-15 03:05:31,966][root][INFO] - Epoch 22, Itrs 26470/30000, Loss=0.129710
[2021-06-15 03:05:34,742][root][INFO] - Epoch 22, Itrs 26480/30000, Loss=0.147156
[2021-06-15 03:05:37,419][root][INFO] - Epoch 22, Itrs 26490/30000, Loss=0.135842
[2021-06-15 03:05:40,037][root][INFO] - Epoch 22, Itrs 26500/30000, Loss=0.146331
[2021-06-15 03:05:42,722][root][INFO] - Epoch 22, Itrs 26510/30000, Loss=0.141684
[2021-06-15 03:05:45,291][root][INFO] - Epoch 22, Itrs 26520/30000, Loss=0.141514
[2021-06-15 03:05:48,164][root][INFO] - Epoch 22, Itrs 26530/30000, Loss=0.132641
[2021-06-15 03:05:50,876][root][INFO] - Epoch 22, Itrs 26540/30000, Loss=0.136923
[2021-06-15 03:05:53,565][root][INFO] - Epoch 22, Itrs 26550/30000, Loss=0.153132
[2021-06-15 03:05:56,125][root][INFO] - Epoch 22, Itrs 26560/30000, Loss=0.152790
[2021-06-15 03:05:58,790][root][INFO] - Epoch 22, Itrs 26570/30000, Loss=0.147114
[2021-06-15 03:06:01,469][root][INFO] - Epoch 22, Itrs 26580/30000, Loss=0.131378
[2021-06-15 03:06:04,143][root][INFO] - Epoch 22, Itrs 26590/30000, Loss=0.140721
[2021-06-15 03:06:06,789][root][INFO] - Epoch 22, Itrs 26600/30000, Loss=0.141606
[2021-06-15 03:06:09,593][root][INFO] - Epoch 22, Itrs 26610/30000, Loss=0.151760
[2021-06-15 03:06:12,257][root][INFO] - Epoch 22, Itrs 26620/30000, Loss=0.142559
[2021-06-15 03:06:15,016][root][INFO] - Epoch 22, Itrs 26630/30000, Loss=0.144933
[2021-06-15 03:06:17,644][root][INFO] - Epoch 22, Itrs 26640/30000, Loss=0.139944
[2021-06-15 03:06:20,195][root][INFO] - Epoch 22, Itrs 26650/30000, Loss=0.143003
[2021-06-15 03:06:22,998][root][INFO] - Epoch 22, Itrs 26660/30000, Loss=0.142236
[2021-06-15 03:06:25,588][root][INFO] - Epoch 22, Itrs 26670/30000, Loss=0.144428
[2021-06-15 03:06:28,208][root][INFO] - Epoch 22, Itrs 26680/30000, Loss=0.143488
[2021-06-15 03:06:30,925][root][INFO] - Epoch 22, Itrs 26690/30000, Loss=0.141605
[2021-06-15 03:06:33,552][root][INFO] - Epoch 22, Itrs 26700/30000, Loss=0.142891
[2021-06-15 03:06:36,294][root][INFO] - Epoch 22, Itrs 26710/30000, Loss=0.140902
[2021-06-15 03:06:39,019][root][INFO] - Epoch 22, Itrs 26720/30000, Loss=0.137307
[2021-06-15 03:06:41,665][root][INFO] - Epoch 22, Itrs 26730/30000, Loss=0.145804
[2021-06-15 03:06:44,280][root][INFO] - Epoch 22, Itrs 26740/30000, Loss=0.152823
[2021-06-15 03:06:47,015][root][INFO] - Epoch 22, Itrs 26750/30000, Loss=0.136040
[2021-06-15 03:06:49,563][root][INFO] - Epoch 22, Itrs 26760/30000, Loss=0.154315
[2021-06-15 03:06:51,968][root][INFO] - Epoch 22, Itrs 26770/30000, Loss=0.136168
[2021-06-15 03:06:57,315][root][INFO] - Epoch 23, Itrs 26780/30000, Loss=0.153307
[2021-06-15 03:07:00,351][root][INFO] - Epoch 23, Itrs 26790/30000, Loss=0.146184
[2021-06-15 03:07:03,156][root][INFO] - Epoch 23, Itrs 26800/30000, Loss=0.153548
[2021-06-15 03:07:05,907][root][INFO] - Epoch 23, Itrs 26810/30000, Loss=0.131298
[2021-06-15 03:07:08,411][root][INFO] - Epoch 23, Itrs 26820/30000, Loss=0.136824
[2021-06-15 03:07:11,120][root][INFO] - Epoch 23, Itrs 26830/30000, Loss=0.146370
[2021-06-15 03:07:13,801][root][INFO] - Epoch 23, Itrs 26840/30000, Loss=0.132187
[2021-06-15 03:07:16,532][root][INFO] - Epoch 23, Itrs 26850/30000, Loss=0.140185
[2021-06-15 03:07:19,025][root][INFO] - Epoch 23, Itrs 26860/30000, Loss=0.153953
[2021-06-15 03:07:21,710][root][INFO] - Epoch 23, Itrs 26870/30000, Loss=0.128594
[2021-06-15 03:07:24,570][root][INFO] - Epoch 23, Itrs 26880/30000, Loss=0.135730
[2021-06-15 03:07:27,308][root][INFO] - Epoch 23, Itrs 26890/30000, Loss=0.149006
[2021-06-15 03:07:29,926][root][INFO] - Epoch 23, Itrs 26900/30000, Loss=0.138291
[2021-06-15 03:07:32,540][root][INFO] - Epoch 23, Itrs 26910/30000, Loss=0.141443
[2021-06-15 03:07:35,290][root][INFO] - Epoch 23, Itrs 26920/30000, Loss=0.139637
[2021-06-15 03:07:37,921][root][INFO] - Epoch 23, Itrs 26930/30000, Loss=0.141028
[2021-06-15 03:07:40,700][root][INFO] - Epoch 23, Itrs 26940/30000, Loss=0.145411
[2021-06-15 03:07:43,282][root][INFO] - Epoch 23, Itrs 26950/30000, Loss=0.139941
[2021-06-15 03:07:45,965][root][INFO] - Epoch 23, Itrs 26960/30000, Loss=0.139131
[2021-06-15 03:07:48,609][root][INFO] - Epoch 23, Itrs 26970/30000, Loss=0.148877
[2021-06-15 03:07:51,294][root][INFO] - Epoch 23, Itrs 26980/30000, Loss=0.139499
[2021-06-15 03:07:53,915][root][INFO] - Epoch 23, Itrs 26990/30000, Loss=0.133342
[2021-06-15 03:07:56,532][root][INFO] - Epoch 23, Itrs 27000/30000, Loss=0.134730
[2021-06-15 03:07:56,534][root][INFO] - validation...
[2021-06-15 03:07:58,278][root][INFO] - 0/340
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[2021-06-15 03:07:58,769][root][INFO] - 2/340
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[2021-06-15 03:08:59,536][root][INFO] - 300/340
[2021-06-15 03:08:59,774][root][INFO] - 301/340
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[2021-06-15 03:09:00,247][root][INFO] - 303/340
[2021-06-15 03:09:00,400][root][INFO] - 304/340
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[2021-06-15 03:09:01,952][root][INFO] - 313/340
[2021-06-15 03:09:02,549][root][INFO] - 314/340
[2021-06-15 03:09:02,752][root][INFO] - 315/340
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[2021-06-15 03:09:04,590][root][INFO] - 325/340
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[2021-06-15 03:09:05,159][root][INFO] - 328/340
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[2021-06-15 03:09:05,603][root][INFO] - 330/340
[2021-06-15 03:09:05,782][root][INFO] - 331/340
[2021-06-15 03:09:05,884][root][INFO] - 332/340
[2021-06-15 03:09:05,983][root][INFO] - 333/340
[2021-06-15 03:09:06,078][root][INFO] - 334/340
[2021-06-15 03:09:06,174][root][INFO] - 335/340
[2021-06-15 03:09:06,270][root][INFO] - 336/340
[2021-06-15 03:09:06,365][root][INFO] - 337/340
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[2021-06-15 03:09:06,556][root][INFO] - 339/340
[2021-06-15 03:09:06,842][root][INFO] - miou: 0.6116239056110699
[2021-06-15 03:09:09,382][root][INFO] - Epoch 23, Itrs 27010/30000, Loss=0.136844
[2021-06-15 03:09:11,948][root][INFO] - Epoch 23, Itrs 27020/30000, Loss=0.138750
[2021-06-15 03:09:14,542][root][INFO] - Epoch 23, Itrs 27030/30000, Loss=0.148694
[2021-06-15 03:09:17,291][root][INFO] - Epoch 23, Itrs 27040/30000, Loss=0.142486
[2021-06-15 03:09:19,882][root][INFO] - Epoch 23, Itrs 27050/30000, Loss=0.138957
[2021-06-15 03:09:22,523][root][INFO] - Epoch 23, Itrs 27060/30000, Loss=0.137513
[2021-06-15 03:09:25,182][root][INFO] - Epoch 23, Itrs 27070/30000, Loss=0.139280
[2021-06-15 03:09:27,718][root][INFO] - Epoch 23, Itrs 27080/30000, Loss=0.131905
[2021-06-15 03:09:30,497][root][INFO] - Epoch 23, Itrs 27090/30000, Loss=0.140552
[2021-06-15 03:09:33,157][root][INFO] - Epoch 23, Itrs 27100/30000, Loss=0.143351
[2021-06-15 03:09:35,761][root][INFO] - Epoch 23, Itrs 27110/30000, Loss=0.141676
[2021-06-15 03:09:38,462][root][INFO] - Epoch 23, Itrs 27120/30000, Loss=0.152024
[2021-06-15 03:09:41,249][root][INFO] - Epoch 23, Itrs 27130/30000, Loss=0.139030
[2021-06-15 03:09:43,749][root][INFO] - Epoch 23, Itrs 27140/30000, Loss=0.134125
[2021-06-15 03:09:46,410][root][INFO] - Epoch 23, Itrs 27150/30000, Loss=0.132539
[2021-06-15 03:09:48,995][root][INFO] - Epoch 23, Itrs 27160/30000, Loss=0.135450
[2021-06-15 03:09:51,647][root][INFO] - Epoch 23, Itrs 27170/30000, Loss=0.137135
[2021-06-15 03:09:54,456][root][INFO] - Epoch 23, Itrs 27180/30000, Loss=0.135425
[2021-06-15 03:09:57,059][root][INFO] - Epoch 23, Itrs 27190/30000, Loss=0.146244
[2021-06-15 03:09:59,655][root][INFO] - Epoch 23, Itrs 27200/30000, Loss=0.145619
[2021-06-15 03:10:02,174][root][INFO] - Epoch 23, Itrs 27210/30000, Loss=0.144525
[2021-06-15 03:10:04,886][root][INFO] - Epoch 23, Itrs 27220/30000, Loss=0.139227
[2021-06-15 03:10:07,640][root][INFO] - Epoch 23, Itrs 27230/30000, Loss=0.134173
[2021-06-15 03:10:10,262][root][INFO] - Epoch 23, Itrs 27240/30000, Loss=0.138960
[2021-06-15 03:10:12,849][root][INFO] - Epoch 23, Itrs 27250/30000, Loss=0.136966
[2021-06-15 03:10:15,510][root][INFO] - Epoch 23, Itrs 27260/30000, Loss=0.155816
[2021-06-15 03:10:18,195][root][INFO] - Epoch 23, Itrs 27270/30000, Loss=0.147420
[2021-06-15 03:10:20,810][root][INFO] - Epoch 23, Itrs 27280/30000, Loss=0.151095
[2021-06-15 03:10:23,600][root][INFO] - Epoch 23, Itrs 27290/30000, Loss=0.143079
[2021-06-15 03:10:26,274][root][INFO] - Epoch 23, Itrs 27300/30000, Loss=0.146399
[2021-06-15 03:10:28,938][root][INFO] - Epoch 23, Itrs 27310/30000, Loss=0.143463
[2021-06-15 03:10:31,554][root][INFO] - Epoch 23, Itrs 27320/30000, Loss=0.143802
[2021-06-15 03:10:34,231][root][INFO] - Epoch 23, Itrs 27330/30000, Loss=0.142523
[2021-06-15 03:10:36,872][root][INFO] - Epoch 23, Itrs 27340/30000, Loss=0.138500
[2021-06-15 03:10:39,688][root][INFO] - Epoch 23, Itrs 27350/30000, Loss=0.144648
[2021-06-15 03:10:42,358][root][INFO] - Epoch 23, Itrs 27360/30000, Loss=0.141603
[2021-06-15 03:10:45,034][root][INFO] - Epoch 23, Itrs 27370/30000, Loss=0.139829
[2021-06-15 03:10:47,625][root][INFO] - Epoch 23, Itrs 27380/30000, Loss=0.141511
[2021-06-15 03:10:50,414][root][INFO] - Epoch 23, Itrs 27390/30000, Loss=0.139745
[2021-06-15 03:10:53,050][root][INFO] - Epoch 23, Itrs 27400/30000, Loss=0.140571
[2021-06-15 03:10:55,714][root][INFO] - Epoch 23, Itrs 27410/30000, Loss=0.134971
[2021-06-15 03:10:58,372][root][INFO] - Epoch 23, Itrs 27420/30000, Loss=0.139014
[2021-06-15 03:11:01,008][root][INFO] - Epoch 23, Itrs 27430/30000, Loss=0.140831
[2021-06-15 03:11:03,576][root][INFO] - Epoch 23, Itrs 27440/30000, Loss=0.134499
[2021-06-15 03:11:06,228][root][INFO] - Epoch 23, Itrs 27450/30000, Loss=0.148191
[2021-06-15 03:11:09,019][root][INFO] - Epoch 23, Itrs 27460/30000, Loss=0.144749
[2021-06-15 03:11:11,768][root][INFO] - Epoch 23, Itrs 27470/30000, Loss=0.143009
[2021-06-15 03:11:14,352][root][INFO] - Epoch 23, Itrs 27480/30000, Loss=0.154355
[2021-06-15 03:11:17,067][root][INFO] - Epoch 23, Itrs 27490/30000, Loss=0.134787
[2021-06-15 03:11:19,773][root][INFO] - Epoch 23, Itrs 27500/30000, Loss=0.152039
[2021-06-15 03:11:22,365][root][INFO] - Epoch 23, Itrs 27510/30000, Loss=0.151945
[2021-06-15 03:11:25,044][root][INFO] - Epoch 23, Itrs 27520/30000, Loss=0.135443
[2021-06-15 03:11:27,654][root][INFO] - Epoch 23, Itrs 27530/30000, Loss=0.145924
[2021-06-15 03:11:30,293][root][INFO] - Epoch 23, Itrs 27540/30000, Loss=0.144846
[2021-06-15 03:11:33,141][root][INFO] - Epoch 23, Itrs 27550/30000, Loss=0.142539
[2021-06-15 03:11:35,723][root][INFO] - Epoch 23, Itrs 27560/30000, Loss=0.154537
[2021-06-15 03:11:38,355][root][INFO] - Epoch 23, Itrs 27570/30000, Loss=0.132778
[2021-06-15 03:11:40,985][root][INFO] - Epoch 23, Itrs 27580/30000, Loss=0.137683
[2021-06-15 03:11:43,708][root][INFO] - Epoch 23, Itrs 27590/30000, Loss=0.136409
[2021-06-15 03:11:46,308][root][INFO] - Epoch 23, Itrs 27600/30000, Loss=0.131465
[2021-06-15 03:11:49,002][root][INFO] - Epoch 23, Itrs 27610/30000, Loss=0.130692
[2021-06-15 03:11:51,665][root][INFO] - Epoch 23, Itrs 27620/30000, Loss=0.140188
[2021-06-15 03:11:54,379][root][INFO] - Epoch 23, Itrs 27630/30000, Loss=0.140223
[2021-06-15 03:11:56,990][root][INFO] - Epoch 23, Itrs 27640/30000, Loss=0.146201
[2021-06-15 03:11:59,602][root][INFO] - Epoch 23, Itrs 27650/30000, Loss=0.149914
[2021-06-15 03:12:02,227][root][INFO] - Epoch 23, Itrs 27660/30000, Loss=0.152560
[2021-06-15 03:12:04,839][root][INFO] - Epoch 23, Itrs 27670/30000, Loss=0.137046
[2021-06-15 03:12:07,448][root][INFO] - Epoch 23, Itrs 27680/30000, Loss=0.136684
[2021-06-15 03:12:10,124][root][INFO] - Epoch 23, Itrs 27690/30000, Loss=0.143811
[2021-06-15 03:12:12,790][root][INFO] - Epoch 23, Itrs 27700/30000, Loss=0.144937
[2021-06-15 03:12:15,387][root][INFO] - Epoch 23, Itrs 27710/30000, Loss=0.140090
[2021-06-15 03:12:18,095][root][INFO] - Epoch 23, Itrs 27720/30000, Loss=0.147711
[2021-06-15 03:12:20,711][root][INFO] - Epoch 23, Itrs 27730/30000, Loss=0.140268
[2021-06-15 03:12:23,441][root][INFO] - Epoch 23, Itrs 27740/30000, Loss=0.145861
[2021-06-15 03:12:26,009][root][INFO] - Epoch 23, Itrs 27750/30000, Loss=0.147734
[2021-06-15 03:12:28,718][root][INFO] - Epoch 23, Itrs 27760/30000, Loss=0.139282
[2021-06-15 03:12:31,370][root][INFO] - Epoch 23, Itrs 27770/30000, Loss=0.137530
[2021-06-15 03:12:33,943][root][INFO] - Epoch 23, Itrs 27780/30000, Loss=0.139123
[2021-06-15 03:12:36,694][root][INFO] - Epoch 23, Itrs 27790/30000, Loss=0.150191
[2021-06-15 03:12:39,318][root][INFO] - Epoch 23, Itrs 27800/30000, Loss=0.151190
[2021-06-15 03:12:41,999][root][INFO] - Epoch 23, Itrs 27810/30000, Loss=0.136941
[2021-06-15 03:12:44,602][root][INFO] - Epoch 23, Itrs 27820/30000, Loss=0.140052
[2021-06-15 03:12:47,216][root][INFO] - Epoch 23, Itrs 27830/30000, Loss=0.144690
[2021-06-15 03:12:49,891][root][INFO] - Epoch 23, Itrs 27840/30000, Loss=0.142237
[2021-06-15 03:12:52,560][root][INFO] - Epoch 23, Itrs 27850/30000, Loss=0.142343
[2021-06-15 03:12:55,161][root][INFO] - Epoch 23, Itrs 27860/30000, Loss=0.144459
[2021-06-15 03:12:57,768][root][INFO] - Epoch 23, Itrs 27870/30000, Loss=0.139042
[2021-06-15 03:13:00,426][root][INFO] - Epoch 23, Itrs 27880/30000, Loss=0.161940
[2021-06-15 03:13:03,242][root][INFO] - Epoch 23, Itrs 27890/30000, Loss=0.141929
[2021-06-15 03:13:05,953][root][INFO] - Epoch 23, Itrs 27900/30000, Loss=0.149693
[2021-06-15 03:13:08,616][root][INFO] - Epoch 23, Itrs 27910/30000, Loss=0.144700
[2021-06-15 03:13:11,358][root][INFO] - Epoch 23, Itrs 27920/30000, Loss=0.146253
[2021-06-15 03:13:13,937][root][INFO] - Epoch 23, Itrs 27930/30000, Loss=0.147385
[2021-06-15 03:13:16,698][root][INFO] - Epoch 23, Itrs 27940/30000, Loss=0.141894
[2021-06-15 03:13:19,284][root][INFO] - Epoch 23, Itrs 27950/30000, Loss=0.125914
[2021-06-15 03:13:21,949][root][INFO] - Epoch 23, Itrs 27960/30000, Loss=0.139934
[2021-06-15 03:13:24,651][root][INFO] - Epoch 23, Itrs 27970/30000, Loss=0.136711
[2021-06-15 03:13:27,205][root][INFO] - Epoch 23, Itrs 27980/30000, Loss=0.145520
[2021-06-15 03:13:29,609][root][INFO] - Epoch 23, Itrs 27990/30000, Loss=0.137428
[2021-06-15 03:13:34,602][root][INFO] - Epoch 24, Itrs 28000/30000, Loss=0.151208
[2021-06-15 03:13:37,570][root][INFO] - Epoch 24, Itrs 28010/30000, Loss=0.143594
[2021-06-15 03:13:40,686][root][INFO] - Epoch 24, Itrs 28020/30000, Loss=0.145923
[2021-06-15 03:13:43,468][root][INFO] - Epoch 24, Itrs 28030/30000, Loss=0.145897
[2021-06-15 03:13:46,199][root][INFO] - Epoch 24, Itrs 28040/30000, Loss=0.140561
[2021-06-15 03:13:48,894][root][INFO] - Epoch 24, Itrs 28050/30000, Loss=0.145841
[2021-06-15 03:13:51,487][root][INFO] - Epoch 24, Itrs 28060/30000, Loss=0.131810
[2021-06-15 03:13:54,133][root][INFO] - Epoch 24, Itrs 28070/30000, Loss=0.144448
[2021-06-15 03:13:56,870][root][INFO] - Epoch 24, Itrs 28080/30000, Loss=0.121118
[2021-06-15 03:13:59,540][root][INFO] - Epoch 24, Itrs 28090/30000, Loss=0.139819
[2021-06-15 03:14:02,216][root][INFO] - Epoch 24, Itrs 28100/30000, Loss=0.134323
[2021-06-15 03:14:04,928][root][INFO] - Epoch 24, Itrs 28110/30000, Loss=0.138280
[2021-06-15 03:14:07,469][root][INFO] - Epoch 24, Itrs 28120/30000, Loss=0.146207
[2021-06-15 03:14:10,177][root][INFO] - Epoch 24, Itrs 28130/30000, Loss=0.129189
[2021-06-15 03:14:12,821][root][INFO] - Epoch 24, Itrs 28140/30000, Loss=0.135573
[2021-06-15 03:14:15,407][root][INFO] - Epoch 24, Itrs 28150/30000, Loss=0.137361
[2021-06-15 03:14:18,162][root][INFO] - Epoch 24, Itrs 28160/30000, Loss=0.134275
[2021-06-15 03:14:20,897][root][INFO] - Epoch 24, Itrs 28170/30000, Loss=0.138786
[2021-06-15 03:14:23,514][root][INFO] - Epoch 24, Itrs 28180/30000, Loss=0.142370
[2021-06-15 03:14:26,170][root][INFO] - Epoch 24, Itrs 28190/30000, Loss=0.147600
[2021-06-15 03:14:28,935][root][INFO] - Epoch 24, Itrs 28200/30000, Loss=0.142098
[2021-06-15 03:14:31,509][root][INFO] - Epoch 24, Itrs 28210/30000, Loss=0.138762
[2021-06-15 03:14:34,067][root][INFO] - Epoch 24, Itrs 28220/30000, Loss=0.134883
[2021-06-15 03:14:36,697][root][INFO] - Epoch 24, Itrs 28230/30000, Loss=0.132345
[2021-06-15 03:14:39,408][root][INFO] - Epoch 24, Itrs 28240/30000, Loss=0.135927
[2021-06-15 03:14:42,069][root][INFO] - Epoch 24, Itrs 28250/30000, Loss=0.140095
[2021-06-15 03:14:44,720][root][INFO] - Epoch 24, Itrs 28260/30000, Loss=0.128068
[2021-06-15 03:14:47,377][root][INFO] - Epoch 24, Itrs 28270/30000, Loss=0.150287
[2021-06-15 03:14:49,997][root][INFO] - Epoch 24, Itrs 28280/30000, Loss=0.144845
[2021-06-15 03:14:52,622][root][INFO] - Epoch 24, Itrs 28290/30000, Loss=0.149545
[2021-06-15 03:14:55,239][root][INFO] - Epoch 24, Itrs 28300/30000, Loss=0.129759
[2021-06-15 03:14:57,943][root][INFO] - Epoch 24, Itrs 28310/30000, Loss=0.146248
[2021-06-15 03:15:00,495][root][INFO] - Epoch 24, Itrs 28320/30000, Loss=0.131520
[2021-06-15 03:15:03,230][root][INFO] - Epoch 24, Itrs 28330/30000, Loss=0.135788
[2021-06-15 03:15:05,751][root][INFO] - Epoch 24, Itrs 28340/30000, Loss=0.150498
[2021-06-15 03:15:08,552][root][INFO] - Epoch 24, Itrs 28350/30000, Loss=0.134018
[2021-06-15 03:15:11,188][root][INFO] - Epoch 24, Itrs 28360/30000, Loss=0.134484
[2021-06-15 03:15:13,851][root][INFO] - Epoch 24, Itrs 28370/30000, Loss=0.138809
[2021-06-15 03:15:16,473][root][INFO] - Epoch 24, Itrs 28380/30000, Loss=0.131334
[2021-06-15 03:15:19,148][root][INFO] - Epoch 24, Itrs 28390/30000, Loss=0.152623
[2021-06-15 03:15:21,808][root][INFO] - Epoch 24, Itrs 28400/30000, Loss=0.144668
[2021-06-15 03:15:24,359][root][INFO] - Epoch 24, Itrs 28410/30000, Loss=0.144217
[2021-06-15 03:15:27,009][root][INFO] - Epoch 24, Itrs 28420/30000, Loss=0.149869
[2021-06-15 03:15:29,672][root][INFO] - Epoch 24, Itrs 28430/30000, Loss=0.152421
[2021-06-15 03:15:32,380][root][INFO] - Epoch 24, Itrs 28440/30000, Loss=0.141130
[2021-06-15 03:15:35,235][root][INFO] - Epoch 24, Itrs 28450/30000, Loss=0.138893
[2021-06-15 03:15:37,770][root][INFO] - Epoch 24, Itrs 28460/30000, Loss=0.151000
[2021-06-15 03:15:40,491][root][INFO] - Epoch 24, Itrs 28470/30000, Loss=0.139374
[2021-06-15 03:15:43,076][root][INFO] - Epoch 24, Itrs 28480/30000, Loss=0.153985
[2021-06-15 03:15:45,738][root][INFO] - Epoch 24, Itrs 28490/30000, Loss=0.127883
[2021-06-15 03:15:48,485][root][INFO] - Epoch 24, Itrs 28500/30000, Loss=0.126361
[2021-06-15 03:15:51,190][root][INFO] - Epoch 24, Itrs 28510/30000, Loss=0.131972
[2021-06-15 03:15:53,809][root][INFO] - Epoch 24, Itrs 28520/30000, Loss=0.127937
[2021-06-15 03:15:56,377][root][INFO] - Epoch 24, Itrs 28530/30000, Loss=0.136934
[2021-06-15 03:15:59,057][root][INFO] - Epoch 24, Itrs 28540/30000, Loss=0.141104
[2021-06-15 03:16:01,790][root][INFO] - Epoch 24, Itrs 28550/30000, Loss=0.143314
[2021-06-15 03:16:04,481][root][INFO] - Epoch 24, Itrs 28560/30000, Loss=0.133597
[2021-06-15 03:16:07,132][root][INFO] - Epoch 24, Itrs 28570/30000, Loss=0.133791
[2021-06-15 03:16:09,724][root][INFO] - Epoch 24, Itrs 28580/30000, Loss=0.143280
[2021-06-15 03:16:12,328][root][INFO] - Epoch 24, Itrs 28590/30000, Loss=0.133347
[2021-06-15 03:16:15,017][root][INFO] - Epoch 24, Itrs 28600/30000, Loss=0.138119
[2021-06-15 03:16:17,682][root][INFO] - Epoch 24, Itrs 28610/30000, Loss=0.129212
[2021-06-15 03:16:20,354][root][INFO] - Epoch 24, Itrs 28620/30000, Loss=0.138311
[2021-06-15 03:16:23,067][root][INFO] - Epoch 24, Itrs 28630/30000, Loss=0.144365
[2021-06-15 03:16:25,646][root][INFO] - Epoch 24, Itrs 28640/30000, Loss=0.135068
[2021-06-15 03:16:28,299][root][INFO] - Epoch 24, Itrs 28650/30000, Loss=0.136465
[2021-06-15 03:16:31,003][root][INFO] - Epoch 24, Itrs 28660/30000, Loss=0.139594
[2021-06-15 03:16:33,588][root][INFO] - Epoch 24, Itrs 28670/30000, Loss=0.138590
[2021-06-15 03:16:36,200][root][INFO] - Epoch 24, Itrs 28680/30000, Loss=0.140517
[2021-06-15 03:16:38,886][root][INFO] - Epoch 24, Itrs 28690/30000, Loss=0.127870
[2021-06-15 03:16:41,582][root][INFO] - Epoch 24, Itrs 28700/30000, Loss=0.136625
[2021-06-15 03:16:44,196][root][INFO] - Epoch 24, Itrs 28710/30000, Loss=0.133473
[2021-06-15 03:16:46,846][root][INFO] - Epoch 24, Itrs 28720/30000, Loss=0.152498
[2021-06-15 03:16:49,521][root][INFO] - Epoch 24, Itrs 28730/30000, Loss=0.140206
[2021-06-15 03:16:52,148][root][INFO] - Epoch 24, Itrs 28740/30000, Loss=0.146824
[2021-06-15 03:16:54,755][root][INFO] - Epoch 24, Itrs 28750/30000, Loss=0.138510
[2021-06-15 03:16:57,422][root][INFO] - Epoch 24, Itrs 28760/30000, Loss=0.136991
[2021-06-15 03:17:00,041][root][INFO] - Epoch 24, Itrs 28770/30000, Loss=0.142530
[2021-06-15 03:17:02,623][root][INFO] - Epoch 24, Itrs 28780/30000, Loss=0.148182
[2021-06-15 03:17:05,290][root][INFO] - Epoch 24, Itrs 28790/30000, Loss=0.145349
[2021-06-15 03:17:08,062][root][INFO] - Epoch 24, Itrs 28800/30000, Loss=0.143619
[2021-06-15 03:17:10,711][root][INFO] - Epoch 24, Itrs 28810/30000, Loss=0.149660
[2021-06-15 03:17:13,501][root][INFO] - Epoch 24, Itrs 28820/30000, Loss=0.144320
[2021-06-15 03:17:16,127][root][INFO] - Epoch 24, Itrs 28830/30000, Loss=0.143836
[2021-06-15 03:17:18,727][root][INFO] - Epoch 24, Itrs 28840/30000, Loss=0.143440
[2021-06-15 03:17:21,281][root][INFO] - Epoch 24, Itrs 28850/30000, Loss=0.136334
[2021-06-15 03:17:24,136][root][INFO] - Epoch 24, Itrs 28860/30000, Loss=0.151072
[2021-06-15 03:17:26,797][root][INFO] - Epoch 24, Itrs 28870/30000, Loss=0.155156
[2021-06-15 03:17:29,368][root][INFO] - Epoch 24, Itrs 28880/30000, Loss=0.132579
[2021-06-15 03:17:31,984][root][INFO] - Epoch 24, Itrs 28890/30000, Loss=0.136665
[2021-06-15 03:17:34,748][root][INFO] - Epoch 24, Itrs 28900/30000, Loss=0.133157
[2021-06-15 03:17:37,366][root][INFO] - Epoch 24, Itrs 28910/30000, Loss=0.133000
[2021-06-15 03:17:40,069][root][INFO] - Epoch 24, Itrs 28920/30000, Loss=0.144437
[2021-06-15 03:17:42,738][root][INFO] - Epoch 24, Itrs 28930/30000, Loss=0.142083
[2021-06-15 03:17:45,287][root][INFO] - Epoch 24, Itrs 28940/30000, Loss=0.141546
[2021-06-15 03:17:48,131][root][INFO] - Epoch 24, Itrs 28950/30000, Loss=0.146949
[2021-06-15 03:17:50,737][root][INFO] - Epoch 24, Itrs 28960/30000, Loss=0.127774
[2021-06-15 03:17:53,358][root][INFO] - Epoch 24, Itrs 28970/30000, Loss=0.143579
[2021-06-15 03:17:55,994][root][INFO] - Epoch 24, Itrs 28980/30000, Loss=0.129145
[2021-06-15 03:17:58,775][root][INFO] - Epoch 24, Itrs 28990/30000, Loss=0.134343
[2021-06-15 03:18:01,390][root][INFO] - Epoch 24, Itrs 29000/30000, Loss=0.132877
[2021-06-15 03:18:04,059][root][INFO] - Epoch 24, Itrs 29010/30000, Loss=0.131827
[2021-06-15 03:18:06,771][root][INFO] - Epoch 24, Itrs 29020/30000, Loss=0.140272
[2021-06-15 03:18:09,322][root][INFO] - Epoch 24, Itrs 29030/30000, Loss=0.145206
[2021-06-15 03:18:12,037][root][INFO] - Epoch 24, Itrs 29040/30000, Loss=0.139236
[2021-06-15 03:18:14,667][root][INFO] - Epoch 24, Itrs 29050/30000, Loss=0.136547
[2021-06-15 03:18:17,453][root][INFO] - Epoch 24, Itrs 29060/30000, Loss=0.148237
[2021-06-15 03:18:20,069][root][INFO] - Epoch 24, Itrs 29070/30000, Loss=0.145376
[2021-06-15 03:18:22,744][root][INFO] - Epoch 24, Itrs 29080/30000, Loss=0.148093
[2021-06-15 03:18:25,444][root][INFO] - Epoch 24, Itrs 29090/30000, Loss=0.143166
[2021-06-15 03:18:27,973][root][INFO] - Epoch 24, Itrs 29100/30000, Loss=0.152828
[2021-06-15 03:18:30,834][root][INFO] - Epoch 24, Itrs 29110/30000, Loss=0.147672
[2021-06-15 03:18:33,443][root][INFO] - Epoch 24, Itrs 29120/30000, Loss=0.136852
[2021-06-15 03:18:36,150][root][INFO] - Epoch 24, Itrs 29130/30000, Loss=0.151634
[2021-06-15 03:18:38,864][root][INFO] - Epoch 24, Itrs 29140/30000, Loss=0.138253
[2021-06-15 03:18:41,421][root][INFO] - Epoch 24, Itrs 29150/30000, Loss=0.142942
[2021-06-15 03:18:44,090][root][INFO] - Epoch 24, Itrs 29160/30000, Loss=0.146745
[2021-06-15 03:18:46,590][root][INFO] - Epoch 24, Itrs 29170/30000, Loss=0.139135
[2021-06-15 03:18:49,237][root][INFO] - Epoch 24, Itrs 29180/30000, Loss=0.152328
[2021-06-15 03:18:51,898][root][INFO] - Epoch 24, Itrs 29190/30000, Loss=0.142472
[2021-06-15 03:18:54,370][root][INFO] - Epoch 24, Itrs 29200/30000, Loss=0.141432
[2021-06-15 03:18:59,253][root][INFO] - Epoch 25, Itrs 29210/30000, Loss=0.142142
[2021-06-15 03:19:02,223][root][INFO] - Epoch 25, Itrs 29220/30000, Loss=0.142505
[2021-06-15 03:19:05,232][root][INFO] - Epoch 25, Itrs 29230/30000, Loss=0.143252
[2021-06-15 03:19:07,911][root][INFO] - Epoch 25, Itrs 29240/30000, Loss=0.133715
[2021-06-15 03:19:10,605][root][INFO] - Epoch 25, Itrs 29250/30000, Loss=0.139527
[2021-06-15 03:19:13,245][root][INFO] - Epoch 25, Itrs 29260/30000, Loss=0.138820
[2021-06-15 03:19:15,892][root][INFO] - Epoch 25, Itrs 29270/30000, Loss=0.133120
[2021-06-15 03:19:18,685][root][INFO] - Epoch 25, Itrs 29280/30000, Loss=0.142311
[2021-06-15 03:19:21,377][root][INFO] - Epoch 25, Itrs 29290/30000, Loss=0.143575
[2021-06-15 03:19:24,040][root][INFO] - Epoch 25, Itrs 29300/30000, Loss=0.143027
[2021-06-15 03:19:26,646][root][INFO] - Epoch 25, Itrs 29310/30000, Loss=0.130057
[2021-06-15 03:19:29,342][root][INFO] - Epoch 25, Itrs 29320/30000, Loss=0.136636
[2021-06-15 03:19:31,966][root][INFO] - Epoch 25, Itrs 29330/30000, Loss=0.136347
[2021-06-15 03:19:34,631][root][INFO] - Epoch 25, Itrs 29340/30000, Loss=0.144786
[2021-06-15 03:19:37,394][root][INFO] - Epoch 25, Itrs 29350/30000, Loss=0.149076
[2021-06-15 03:19:39,949][root][INFO] - Epoch 25, Itrs 29360/30000, Loss=0.135287
[2021-06-15 03:19:42,687][root][INFO] - Epoch 25, Itrs 29370/30000, Loss=0.138103
[2021-06-15 03:19:45,339][root][INFO] - Epoch 25, Itrs 29380/30000, Loss=0.137332
[2021-06-15 03:19:47,940][root][INFO] - Epoch 25, Itrs 29390/30000, Loss=0.136169
[2021-06-15 03:19:50,777][root][INFO] - Epoch 25, Itrs 29400/30000, Loss=0.149716
[2021-06-15 03:19:53,433][root][INFO] - Epoch 25, Itrs 29410/30000, Loss=0.139874
[2021-06-15 03:19:56,138][root][INFO] - Epoch 25, Itrs 29420/30000, Loss=0.143444
[2021-06-15 03:19:58,805][root][INFO] - Epoch 25, Itrs 29430/30000, Loss=0.135140
[2021-06-15 03:20:01,415][root][INFO] - Epoch 25, Itrs 29440/30000, Loss=0.143213
[2021-06-15 03:20:04,128][root][INFO] - Epoch 25, Itrs 29450/30000, Loss=0.148011
[2021-06-15 03:20:06,704][root][INFO] - Epoch 25, Itrs 29460/30000, Loss=0.136064
[2021-06-15 03:20:09,368][root][INFO] - Epoch 25, Itrs 29470/30000, Loss=0.144566
[2021-06-15 03:20:12,060][root][INFO] - Epoch 25, Itrs 29480/30000, Loss=0.143173
[2021-06-15 03:20:14,742][root][INFO] - Epoch 25, Itrs 29490/30000, Loss=0.132356
[2021-06-15 03:20:17,466][root][INFO] - Epoch 25, Itrs 29500/30000, Loss=0.138844
[2021-06-15 03:20:20,214][root][INFO] - Epoch 25, Itrs 29510/30000, Loss=0.139746
[2021-06-15 03:20:22,810][root][INFO] - Epoch 25, Itrs 29520/30000, Loss=0.139114
[2021-06-15 03:20:25,450][root][INFO] - Epoch 25, Itrs 29530/30000, Loss=0.145075
[2021-06-15 03:20:28,126][root][INFO] - Epoch 25, Itrs 29540/30000, Loss=0.156719
[2021-06-15 03:20:30,672][root][INFO] - Epoch 25, Itrs 29550/30000, Loss=0.135091
[2021-06-15 03:20:33,416][root][INFO] - Epoch 25, Itrs 29560/30000, Loss=0.139929
[2021-06-15 03:20:36,145][root][INFO] - Epoch 25, Itrs 29570/30000, Loss=0.135719
[2021-06-15 03:20:38,802][root][INFO] - Epoch 25, Itrs 29580/30000, Loss=0.140770
[2021-06-15 03:20:41,486][root][INFO] - Epoch 25, Itrs 29590/30000, Loss=0.141195
[2021-06-15 03:20:44,106][root][INFO] - Epoch 25, Itrs 29600/30000, Loss=0.147196
[2021-06-15 03:20:46,819][root][INFO] - Epoch 25, Itrs 29610/30000, Loss=0.136816
[2021-06-15 03:20:49,525][root][INFO] - Epoch 25, Itrs 29620/30000, Loss=0.135360
[2021-06-15 03:20:52,118][root][INFO] - Epoch 25, Itrs 29630/30000, Loss=0.145602
[2021-06-15 03:20:54,773][root][INFO] - Epoch 25, Itrs 29640/30000, Loss=0.146789
[2021-06-15 03:20:57,335][root][INFO] - Epoch 25, Itrs 29650/30000, Loss=0.133952
[2021-06-15 03:21:00,082][root][INFO] - Epoch 25, Itrs 29660/30000, Loss=0.142407
[2021-06-15 03:21:02,798][root][INFO] - Epoch 25, Itrs 29670/30000, Loss=0.153916
[2021-06-15 03:21:05,462][root][INFO] - Epoch 25, Itrs 29680/30000, Loss=0.147961
[2021-06-15 03:21:08,074][root][INFO] - Epoch 25, Itrs 29690/30000, Loss=0.142289
[2021-06-15 03:21:10,795][root][INFO] - Epoch 25, Itrs 29700/30000, Loss=0.142106
[2021-06-15 03:21:13,504][root][INFO] - Epoch 25, Itrs 29710/30000, Loss=0.128934
[2021-06-15 03:21:16,072][root][INFO] - Epoch 25, Itrs 29720/30000, Loss=0.133988
[2021-06-15 03:21:18,800][root][INFO] - Epoch 25, Itrs 29730/30000, Loss=0.133450
[2021-06-15 03:21:21,445][root][INFO] - Epoch 25, Itrs 29740/30000, Loss=0.141388
[2021-06-15 03:21:24,058][root][INFO] - Epoch 25, Itrs 29750/30000, Loss=0.132669
[2021-06-15 03:21:26,759][root][INFO] - Epoch 25, Itrs 29760/30000, Loss=0.144360
[2021-06-15 03:21:29,483][root][INFO] - Epoch 25, Itrs 29770/30000, Loss=0.135444
[2021-06-15 03:21:32,229][root][INFO] - Epoch 25, Itrs 29780/30000, Loss=0.142789
[2021-06-15 03:21:34,895][root][INFO] - Epoch 25, Itrs 29790/30000, Loss=0.154886
[2021-06-15 03:21:37,497][root][INFO] - Epoch 25, Itrs 29800/30000, Loss=0.135869
[2021-06-15 03:21:40,155][root][INFO] - Epoch 25, Itrs 29810/30000, Loss=0.139624
[2021-06-15 03:21:42,847][root][INFO] - Epoch 25, Itrs 29820/30000, Loss=0.139131
[2021-06-15 03:21:45,359][root][INFO] - Epoch 25, Itrs 29830/30000, Loss=0.130939
[2021-06-15 03:21:48,071][root][INFO] - Epoch 25, Itrs 29840/30000, Loss=0.142124
[2021-06-15 03:21:50,790][root][INFO] - Epoch 25, Itrs 29850/30000, Loss=0.138722
[2021-06-15 03:21:53,366][root][INFO] - Epoch 25, Itrs 29860/30000, Loss=0.141933
[2021-06-15 03:21:56,154][root][INFO] - Epoch 25, Itrs 29870/30000, Loss=0.153382
[2021-06-15 03:21:58,696][root][INFO] - Epoch 25, Itrs 29880/30000, Loss=0.140620
[2021-06-15 03:22:01,346][root][INFO] - Epoch 25, Itrs 29890/30000, Loss=0.142945
[2021-06-15 03:22:04,025][root][INFO] - Epoch 25, Itrs 29900/30000, Loss=0.140171
[2021-06-15 03:22:06,795][root][INFO] - Epoch 25, Itrs 29910/30000, Loss=0.137931
[2021-06-15 03:22:09,434][root][INFO] - Epoch 25, Itrs 29920/30000, Loss=0.137701
[2021-06-15 03:22:12,091][root][INFO] - Epoch 25, Itrs 29930/30000, Loss=0.141582
[2021-06-15 03:22:14,827][root][INFO] - Epoch 25, Itrs 29940/30000, Loss=0.125546
[2021-06-15 03:22:17,434][root][INFO] - Epoch 25, Itrs 29950/30000, Loss=0.130954
[2021-06-15 03:22:20,131][root][INFO] - Epoch 25, Itrs 29960/30000, Loss=0.142424
[2021-06-15 03:22:22,827][root][INFO] - Epoch 25, Itrs 29970/30000, Loss=0.144398
[2021-06-15 03:22:25,400][root][INFO] - Epoch 25, Itrs 29980/30000, Loss=0.133624
[2021-06-15 03:22:28,141][root][INFO] - Epoch 25, Itrs 29990/30000, Loss=0.141519
[2021-06-15 03:22:30,829][root][INFO] - Epoch 25, Itrs 30000/30000, Loss=0.140210
[2021-06-15 03:22:30,833][root][INFO] - validation...
[2021-06-15 03:22:32,854][root][INFO] - 0/340
[2021-06-15 03:22:33,246][root][INFO] - 1/340
[2021-06-15 03:22:33,446][root][INFO] - 2/340
[2021-06-15 03:22:33,612][root][INFO] - 3/340
[2021-06-15 03:22:33,803][root][INFO] - 4/340
[2021-06-15 03:22:33,923][root][INFO] - 5/340
[2021-06-15 03:22:34,072][root][INFO] - 6/340
[2021-06-15 03:22:34,243][root][INFO] - 7/340
[2021-06-15 03:22:34,538][root][INFO] - 8/340
[2021-06-15 03:22:34,890][root][INFO] - 9/340
[2021-06-15 03:22:35,098][root][INFO] - 10/340
[2021-06-15 03:22:35,289][root][INFO] - 11/340
[2021-06-15 03:22:35,481][root][INFO] - 12/340
[2021-06-15 03:22:35,738][root][INFO] - 13/340
[2021-06-15 03:22:35,899][root][INFO] - 14/340
[2021-06-15 03:22:36,110][root][INFO] - 15/340
[2021-06-15 03:22:36,308][root][INFO] - 16/340
[2021-06-15 03:22:36,550][root][INFO] - 17/340
[2021-06-15 03:22:36,690][root][INFO] - 18/340
[2021-06-15 03:22:36,870][root][INFO] - 19/340
[2021-06-15 03:22:37,084][root][INFO] - 20/340
[2021-06-15 03:22:37,234][root][INFO] - 21/340
[2021-06-15 03:22:37,396][root][INFO] - 22/340
[2021-06-15 03:22:37,549][root][INFO] - 23/340
[2021-06-15 03:22:37,823][root][INFO] - 24/340
[2021-06-15 03:22:38,247][root][INFO] - 25/340
[2021-06-15 03:22:38,410][root][INFO] - 26/340
[2021-06-15 03:22:38,620][root][INFO] - 27/340
[2021-06-15 03:22:38,788][root][INFO] - 28/340
[2021-06-15 03:22:38,911][root][INFO] - 29/340
[2021-06-15 03:22:39,021][root][INFO] - 30/340
[2021-06-15 03:22:39,143][root][INFO] - 31/340
[2021-06-15 03:22:39,311][root][INFO] - 32/340
[2021-06-15 03:22:39,814][root][INFO] - 33/340
[2021-06-15 03:22:39,986][root][INFO] - 34/340
[2021-06-15 03:22:40,198][root][INFO] - 35/340
[2021-06-15 03:22:40,387][root][INFO] - 36/340
[2021-06-15 03:22:40,580][root][INFO] - 37/340
[2021-06-15 03:22:40,682][root][INFO] - 38/340
[2021-06-15 03:22:40,821][root][INFO] - 39/340
[2021-06-15 03:22:41,375][root][INFO] - 40/340
[2021-06-15 03:22:41,563][root][INFO] - 41/340
[2021-06-15 03:22:41,748][root][INFO] - 42/340
[2021-06-15 03:22:41,921][root][INFO] - 43/340
[2021-06-15 03:22:42,102][root][INFO] - 44/340
[2021-06-15 03:22:42,266][root][INFO] - 45/340
[2021-06-15 03:22:42,446][root][INFO] - 46/340
[2021-06-15 03:22:42,600][root][INFO] - 47/340
[2021-06-15 03:22:43,111][root][INFO] - 48/340
[2021-06-15 03:22:43,298][root][INFO] - 49/340
[2021-06-15 03:22:43,479][root][INFO] - 50/340
[2021-06-15 03:22:43,702][root][INFO] - 51/340
[2021-06-15 03:22:43,821][root][INFO] - 52/340
[2021-06-15 03:22:43,946][root][INFO] - 53/340
[2021-06-15 03:22:44,145][root][INFO] - 54/340
[2021-06-15 03:22:44,295][root][INFO] - 55/340
[2021-06-15 03:22:44,712][root][INFO] - 56/340
[2021-06-15 03:22:44,898][root][INFO] - 57/340
[2021-06-15 03:22:45,132][root][INFO] - 58/340
[2021-06-15 03:22:45,309][root][INFO] - 59/340
[2021-06-15 03:22:45,512][root][INFO] - 60/340
[2021-06-15 03:22:45,649][root][INFO] - 61/340
[2021-06-15 03:22:45,800][root][INFO] - 62/340
[2021-06-15 03:22:45,960][root][INFO] - 63/340
[2021-06-15 03:22:46,459][root][INFO] - 64/340
[2021-06-15 03:22:46,602][root][INFO] - 65/340
[2021-06-15 03:22:46,763][root][INFO] - 66/340
[2021-06-15 03:22:46,905][root][INFO] - 67/340
[2021-06-15 03:22:47,070][root][INFO] - 68/340
[2021-06-15 03:22:47,243][root][INFO] - 69/340
[2021-06-15 03:22:47,374][root][INFO] - 70/340
[2021-06-15 03:22:47,514][root][INFO] - 71/340
[2021-06-15 03:22:48,138][root][INFO] - 72/340
[2021-06-15 03:22:48,368][root][INFO] - 73/340
[2021-06-15 03:22:48,602][root][INFO] - 74/340
[2021-06-15 03:22:48,798][root][INFO] - 75/340
[2021-06-15 03:22:48,975][root][INFO] - 76/340
[2021-06-15 03:22:49,142][root][INFO] - 77/340
[2021-06-15 03:22:49,298][root][INFO] - 78/340
[2021-06-15 03:22:49,473][root][INFO] - 79/340
[2021-06-15 03:22:49,918][root][INFO] - 80/340
[2021-06-15 03:22:50,102][root][INFO] - 81/340
[2021-06-15 03:22:50,290][root][INFO] - 82/340
[2021-06-15 03:22:50,471][root][INFO] - 83/340
[2021-06-15 03:22:50,635][root][INFO] - 84/340
[2021-06-15 03:22:50,833][root][INFO] - 85/340
[2021-06-15 03:22:51,027][root][INFO] - 86/340
[2021-06-15 03:22:51,258][root][INFO] - 87/340
[2021-06-15 03:22:51,496][root][INFO] - 88/340
[2021-06-15 03:22:51,629][root][INFO] - 89/340
[2021-06-15 03:22:51,739][root][INFO] - 90/340
[2021-06-15 03:22:51,873][root][INFO] - 91/340
[2021-06-15 03:22:52,034][root][INFO] - 92/340
[2021-06-15 03:22:52,230][root][INFO] - 93/340
[2021-06-15 03:22:52,416][root][INFO] - 94/340
[2021-06-15 03:22:52,527][root][INFO] - 95/340
[2021-06-15 03:22:53,051][root][INFO] - 96/340
[2021-06-15 03:22:53,243][root][INFO] - 97/340
[2021-06-15 03:22:53,411][root][INFO] - 98/340
[2021-06-15 03:22:53,573][root][INFO] - 99/340
[2021-06-15 03:22:53,775][root][INFO] - 100/340
[2021-06-15 03:22:53,933][root][INFO] - 101/340
[2021-06-15 03:22:54,109][root][INFO] - 102/340
[2021-06-15 03:22:54,334][root][INFO] - 103/340
[2021-06-15 03:22:54,694][root][INFO] - 104/340
[2021-06-15 03:22:54,852][root][INFO] - 105/340
[2021-06-15 03:22:55,006][root][INFO] - 106/340
[2021-06-15 03:22:55,158][root][INFO] - 107/340
[2021-06-15 03:22:55,327][root][INFO] - 108/340
[2021-06-15 03:22:55,444][root][INFO] - 109/340
[2021-06-15 03:22:55,633][root][INFO] - 110/340
[2021-06-15 03:22:55,789][root][INFO] - 111/340
[2021-06-15 03:22:56,180][root][INFO] - 112/340
[2021-06-15 03:22:56,364][root][INFO] - 113/340
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[2021-06-15 03:23:41,425][root][INFO] - miou: 0.6113660214417521
[2021-06-15 03:23:41,670][submitit][INFO] - Job completed successfully