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train_log.txt
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train_log.txt
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[1/30] TrainAcc:0.1958, trainLoss:2.2575. Test: Overall Acc: 0.026469 Mean Acc: 0.169046 FreqW Acc: 0.012723 Mean IoU: 0.007761 Class IoU: class 0: 0.022822 class 1: 0.000000 class 2: 0.009669 class 3: 0.014076 class 4: 0.000000 class 5: 0.000000 ,MaxTestAcc:0.0265.
[2/30] TrainAcc:0.4102, trainLoss:1.6397. Test: Overall Acc: 0.159497 Mean Acc: 0.158933 FreqW Acc: 0.097806 Mean IoU: 0.044811 Class IoU: class 0: 0.256847 class 1: 0.000000 class 2: 0.000015 class 3: 0.012002 class 4: 0.000000 class 5: 0.000000 ,MaxTestAcc:0.1595.
[3/30] TrainAcc:0.4968, trainLoss:1.5259. Test: Overall Acc: 0.347638 Mean Acc: 0.170064 FreqW Acc: 0.143925 Mean IoU: 0.071164 Class IoU: class 0: 0.362375 class 1: 0.000000 class 2: 0.000235 class 3: 0.017284 class 4: 0.047091 class 5: 0.000000 ,MaxTestAcc:0.3476.
[4/30] TrainAcc:0.5696, trainLoss:1.4307. Test: Overall Acc: 0.371288 Mean Acc: 0.173172 FreqW Acc: 0.154220 Mean IoU: 0.069934 Class IoU: class 0: 0.376659 class 1: 0.000000 class 2: 0.026981 class 3: 0.015287 class 4: 0.000676 class 5: 0.000000 ,MaxTestAcc:0.3713.
[5/30] TrainAcc:0.5448, trainLoss:1.4370. Test: Overall Acc: 0.380098 Mean Acc: 0.180109 FreqW Acc: 0.176778 Mean IoU: 0.078845 Class IoU: class 0: 0.426559 class 1: 0.000000 class 2: 0.035738 class 3: 0.008521 class 4: 0.002255 class 5: 0.000000 ,MaxTestAcc:0.3801.
[6/30] TrainAcc:0.5745, trainLoss:1.3302. Test: Overall Acc: 0.427504 Mean Acc: 0.253878 FreqW Acc: 0.275051 Mean IoU: 0.126763 Class IoU: class 0: 0.456005 class 1: 0.000000 class 2: 0.243381 class 3: 0.024307 class 4: 0.035327 class 5: 0.001560 ,MaxTestAcc:0.4275.
[7/30] TrainAcc:0.5863, trainLoss:1.2854. Test: Overall Acc: 0.452241 Mean Acc: 0.339061 FreqW Acc: 0.342721 Mean IoU: 0.176348 Class IoU: class 0: 0.337198 class 1: 0.000000 class 2: 0.493645 class 3: 0.043580 class 4: 0.124993 class 5: 0.058672 ,MaxTestAcc:0.4522.
[8/30] TrainAcc:0.6349, trainLoss:1.1835. Test: Overall Acc: 0.412764 Mean Acc: 0.317970 FreqW Acc: 0.291820 Mean IoU: 0.161754 Class IoU: class 0: 0.526133 class 1: 0.000000 class 2: 0.178757 class 3: 0.024811 class 4: 0.138020 class 5: 0.102801 ,MaxTestAcc:0.4522.
[9/30] TrainAcc:0.5841, trainLoss:1.2446. Test: Overall Acc: 0.486854 Mean Acc: 0.326750 FreqW Acc: 0.398276 Mean IoU: 0.201118 Class IoU: class 0: 0.438937 class 1: 0.000000 class 2: 0.511203 class 3: 0.026005 class 4: 0.218026 class 5: 0.012536 ,MaxTestAcc:0.4869.
[10/30] TrainAcc:0.6487, trainLoss:1.1145. Test: Overall Acc: 0.521223 Mean Acc: 0.342375 FreqW Acc: 0.426528 Mean IoU: 0.213255 Class IoU: class 0: 0.580101 class 1: 0.000000 class 2: 0.456302 class 3: 0.024559 class 4: 0.184307 class 5: 0.034263 ,MaxTestAcc:0.5212.
[11/30] TrainAcc:0.6997, trainLoss:0.9329. Test: Overall Acc: 0.613156 Mean Acc: 0.378831 FreqW Acc: 0.502685 Mean IoU: 0.249716 Class IoU: class 0: 0.588820 class 1: 0.000000 class 2: 0.639421 class 3: 0.033506 class 4: 0.176050 class 5: 0.060499 ,MaxTestAcc:0.6132.
[12/30] TrainAcc:0.7235, trainLoss:0.8449. Test: Overall Acc: 0.658121 Mean Acc: 0.394714 FreqW Acc: 0.526462 Mean IoU: 0.264217 Class IoU: class 0: 0.587653 class 1: 0.000000 class 2: 0.699944 class 3: 0.045454 class 4: 0.170339 class 5: 0.081913 ,MaxTestAcc:0.6581.
[13/30] TrainAcc:0.7092, trainLoss:0.8329. Test: Overall Acc: 0.684445 Mean Acc: 0.411153 FreqW Acc: 0.541389 Mean IoU: 0.280196 Class IoU: class 0: 0.589758 class 1: 0.000000 class 2: 0.720967 class 3: 0.060514 class 4: 0.210735 class 5: 0.099202 ,MaxTestAcc:0.6844.
[14/30] TrainAcc:0.7404, trainLoss:0.7528. Test: Overall Acc: 0.696570 Mean Acc: 0.411077 FreqW Acc: 0.550400 Mean IoU: 0.288004 Class IoU: class 0: 0.589778 class 1: 0.000000 class 2: 0.736188 class 3: 0.066114 class 4: 0.232835 class 5: 0.103111 ,MaxTestAcc:0.6966.
[15/30] TrainAcc:0.7728, trainLoss:0.7002. Test: Overall Acc: 0.698624 Mean Acc: 0.425062 FreqW Acc: 0.551589 Mean IoU: 0.298575 Class IoU: class 0: 0.596630 class 1: 0.000000 class 2: 0.734098 class 3: 0.067740 class 4: 0.207675 class 5: 0.185304 ,MaxTestAcc:0.6986.
[16/30] TrainAcc:0.7634, trainLoss:0.7078. Test: Overall Acc: 0.699092 Mean Acc: 0.436821 FreqW Acc: 0.551020 Mean IoU: 0.304347 Class IoU: class 0: 0.596328 class 1: 0.000000 class 2: 0.716302 class 3: 0.085972 class 4: 0.264613 class 5: 0.162869 ,MaxTestAcc:0.6991.
[17/30] TrainAcc:0.7625, trainLoss:0.6858. Test: Overall Acc: 0.700012 Mean Acc: 0.435815 FreqW Acc: 0.548960 Mean IoU: 0.309076 Class IoU: class 0: 0.586040 class 1: 0.000000 class 2: 0.716594 class 3: 0.086224 class 4: 0.270645 class 5: 0.194954 ,MaxTestAcc:0.7000.
[18/30] TrainAcc:0.7567, trainLoss:0.6891. Test: Overall Acc: 0.698367 Mean Acc: 0.438657 FreqW Acc: 0.548895 Mean IoU: 0.303641 Class IoU: class 0: 0.597789 class 1: 0.000000 class 2: 0.726050 class 3: 0.093168 class 4: 0.200763 class 5: 0.204073 ,MaxTestAcc:0.7000.
[19/30] TrainAcc:0.7874, trainLoss:0.6382. Test: Overall Acc: 0.679919 Mean Acc: 0.442166 FreqW Acc: 0.531992 Mean IoU: 0.298289 Class IoU: class 0: 0.576746 class 1: 0.000000 class 2: 0.691721 class 3: 0.098871 class 4: 0.245176 class 5: 0.177222 ,MaxTestAcc:0.7000.
[20/30] TrainAcc:0.8031, trainLoss:0.5653. Test: Overall Acc: 0.684562 Mean Acc: 0.410341 FreqW Acc: 0.530244 Mean IoU: 0.293380 Class IoU: class 0: 0.562809 class 1: 0.000000 class 2: 0.688243 class 3: 0.041743 class 4: 0.291711 class 5: 0.175775 ,MaxTestAcc:0.7000.
[21/30] TrainAcc:0.8219, trainLoss:0.5280. Test: Overall Acc: 0.687920 Mean Acc: 0.436554 FreqW Acc: 0.534543 Mean IoU: 0.306647 Class IoU: class 0: 0.572494 class 1: 0.000000 class 2: 0.685966 class 3: 0.102345 class 4: 0.295187 class 5: 0.183888 ,MaxTestAcc:0.7000.
[22/30] TrainAcc:0.8148, trainLoss:0.5602. Test: Overall Acc: 0.687937 Mean Acc: 0.443555 FreqW Acc: 0.533111 Mean IoU: 0.311140 Class IoU: class 0: 0.570550 class 1: 0.000000 class 2: 0.683733 class 3: 0.106946 class 4: 0.287907 class 5: 0.217706 ,MaxTestAcc:0.7000.
[23/30] TrainAcc:0.8273, trainLoss:0.5416. Test: Overall Acc: 0.684436 Mean Acc: 0.442746 FreqW Acc: 0.529382 Mean IoU: 0.309405 Class IoU: class 0: 0.568670 class 1: 0.000000 class 2: 0.675096 class 3: 0.101731 class 4: 0.291501 class 5: 0.219432 ,MaxTestAcc:0.7000.
[24/30] TrainAcc:0.8363, trainLoss:0.4913. Test: Overall Acc: 0.680493 Mean Acc: 0.442645 FreqW Acc: 0.525755 Mean IoU: 0.305796 Class IoU: class 0: 0.569335 class 1: 0.000000 class 2: 0.667121 class 3: 0.102124 class 4: 0.288753 class 5: 0.207442 ,MaxTestAcc:0.7000.
[25/30] TrainAcc:0.8113, trainLoss:0.5342. Test: Overall Acc: 0.677067 Mean Acc: 0.441470 FreqW Acc: 0.522353 Mean IoU: 0.302660 Class IoU: class 0: 0.568828 class 1: 0.000000 class 2: 0.660462 class 3: 0.103786 class 4: 0.286901 class 5: 0.195984 ,MaxTestAcc:0.7000.
[26/30] TrainAcc:0.8118, trainLoss:0.5237. Test: Overall Acc: 0.675609 Mean Acc: 0.439026 FreqW Acc: 0.520015 Mean IoU: 0.302544 Class IoU: class 0: 0.565242 class 1: 0.000000 class 2: 0.657061 class 3: 0.104111 class 4: 0.288967 class 5: 0.199883 ,MaxTestAcc:0.7000.
[27/30] TrainAcc:0.8488, trainLoss:0.4523. Test: Overall Acc: 0.672977 Mean Acc: 0.438695 FreqW Acc: 0.516811 Mean IoU: 0.301096 Class IoU: class 0: 0.563240 class 1: 0.000000 class 2: 0.650849 class 3: 0.107045 class 4: 0.289979 class 5: 0.195463 ,MaxTestAcc:0.7000.
[28/30] TrainAcc:0.8278, trainLoss:0.5126. Test: Overall Acc: 0.683944 Mean Acc: 0.446572 FreqW Acc: 0.529884 Mean IoU: 0.310084 Class IoU: class 0: 0.570493 class 1: 0.000000 class 2: 0.674171 class 3: 0.106390 class 4: 0.293197 class 5: 0.216252 ,MaxTestAcc:0.7000.
[29/30] TrainAcc:0.8425, trainLoss:0.4664. Test: Overall Acc: 0.673151 Mean Acc: 0.443854 FreqW Acc: 0.518076 Mean IoU: 0.302892 Class IoU: class 0: 0.563901 class 1: 0.000000 class 2: 0.651177 class 3: 0.102237 class 4: 0.295367 class 5: 0.204671 ,MaxTestAcc:0.7000.
[30/30] TrainAcc:0.8206, trainLoss:0.5141. Test: Overall Acc: 0.670879 Mean Acc: 0.441058 FreqW Acc: 0.515373 Mean IoU: 0.300918 Class IoU: class 0: 0.561529 class 1: 0.000000 class 2: 0.647092 class 3: 0.102218 class 4: 0.295264 class 5: 0.199405 ,MaxTestAcc:0.7000.
[30/30] TrainAcc:0.8206, trainLoss:0.5141. Test: Overall Acc: 0.670879 Mean Acc: 0.441058 FreqW Acc: 0.515373 Mean IoU: 0.300918 Class IoU: class 0: 0.561529 class 1: 0.000000 class 2: 0.647092 class 3: 0.102218 class 4: 0.295264 class 5: 0.199405 ,MaxTestAcc:0.7000.
[30/30] TrainAcc:0.8206, trainLoss:0.5141. Test: Overall Acc: 0.670879 Mean Acc: 0.441058 FreqW Acc: 0.515373 Mean IoU: 0.300918 Class IoU: class 0: 0.561529 class 1: 0.000000 class 2: 0.647092 class 3: 0.102218 class 4: 0.295264 class 5: 0.199405 ,MaxTestAcc:0.7000.