Train / ecoparts22.pt

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end_time: 2112.491744542 
Epoch: 01 | Epoch Time: 7m 36s
	Train Loss: 4.104 | Train Acc @1:   1.84% | Train Acc @5:   1.84%
	Valid Loss: 4.096 | Valid Acc @1:   1.85% | Valid Acc @5:   1.85%
start_time: 2112.497949667 
end_time: 2528.894926208 
Epoch: 02 | Epoch Time: 6m 56s
	Train Loss: 4.098 | Train Acc @1:   1.75% | Train Acc @5:   1.75%
	Valid Loss: 4.086 | Valid Acc @1:   3.41% | Valid Acc @5:   3.41%
start_time: 2528.895455167 
end_time: 2936.974337584 
Epoch: 03 | Epoch Time: 6m 48s
	Train Loss: 4.081 | Train Acc @1:   2.86% | Train Acc @5:   2.86%
	Valid Loss: 4.071 | Valid Acc @1:   4.20% | Valid Acc @5:   4.20%
start_time: 2936.974866542 
end_time: 3370.232034209 
Epoch: 04 | Epoch Time: 7m 13s
	Train Loss: 4.056 | Train Acc @1:   3.12% | Train Acc @5:   3.12%
	Valid Loss: 4.042 | Valid Acc @1:   3.41% | Valid Acc @5:   3.41%
start_time: 3370.232601542 
end_time: 3814.722865459 
Epoch: 05 | Epoch Time: 7m 24s
	Train Loss: 4.009 | Train Acc @1:   7.89% | Train Acc @5:   7.89%
	Valid Loss: 3.996 | Valid Acc @1:   9.17% | Valid Acc @5:   9.17%
start_time: 3814.723312751 
end_time: 4223.534499167 
Epoch: 06 | Epoch Time: 6m 48s
	Train Loss: 3.939 | Train Acc @1:  13.38% | Train Acc @5:  13.38%
	Valid Loss: 3.916 | Valid Acc @1:  14.29% | Valid Acc @5:  14.29%
start_time: 4223.534945584 
end_time: 4672.540647084 
Epoch: 07 | Epoch Time: 7m 29s
	Train Loss: 3.805 | Train Acc @1:  24.33% | Train Acc @5:  24.33%
	Valid Loss: 3.776 | Valid Acc @1:  27.95% | Valid Acc @5:  27.95%
start_time: 4672.541432001 
end_time: 5106.739244334 
Epoch: 08 | Epoch Time: 7m 14s
	Train Loss: 3.591 | Train Acc @1:  35.77% | Train Acc @5:  35.77%
	Valid Loss: 3.552 | Valid Acc @1:  36.20% | Valid Acc @5:  36.20%
start_time: 5106.739727251 
end_time: 5528.472861001 
Epoch: 09 | Epoch Time: 7m 1s
	Train Loss: 3.279 | Train Acc @1:  46.59% | Train Acc @5:  46.59%
	Valid Loss: 3.184 | Valid Acc @1:  42.39% | Valid Acc @5:  42.39%
start_time: 5528.473360959 
end_time: 5930.116782126 
Epoch: 10 | Epoch Time: 6m 41s
	Train Loss: 2.870 | Train Acc @1:  55.46% | Train Acc @5:  55.46%
	Valid Loss: 2.843 | Valid Acc @1:  50.93% | Valid Acc @5:  50.93%
start_time: 5930.117363459 
end_time: 6318.132768626 
Epoch: 11 | Epoch Time: 6m 28s
	Train Loss: 2.515 | Train Acc @1:  62.85% | Train Acc @5:  62.85%
	Valid Loss: 2.534 | Valid Acc @1:  55.41% | Valid Acc @5:  55.41%
start_time: 6318.137562001 
end_time: 6696.279914542 
Epoch: 12 | Epoch Time: 6m 18s
	Train Loss: 2.174 | Train Acc @1:  70.85% | Train Acc @5:  70.85%
	Valid Loss: 2.238 | Valid Acc @1:  58.83% | Valid Acc @5:  58.83%
start_time: 6696.280412 
end_time: 7062.893651 
Epoch: 13 | Epoch Time: 6m 6s
	Train Loss: 1.897 | Train Acc @1:  74.77% | Train Acc @5:  74.77%
	Valid Loss: 1.996 | Valid Acc @1:  61.17% | Valid Acc @5:  61.17%
start_time: 7062.894284834 
end_time: 7504.088661751 
Epoch: 14 | Epoch Time: 7m 21s
	Train Loss: 1.615 | Train Acc @1:  78.14% | Train Acc @5:  78.14%
	Valid Loss: 1.761 | Valid Acc @1:  63.66% | Valid Acc @5:  63.66%
start_time: 7504.093729334 
end_time: 7895.663281792 
Epoch: 15 | Epoch Time: 6m 31s
	Train Loss: 1.409 | Train Acc @1:  79.42% | Train Acc @5:  79.42%
	Valid Loss: 1.579 | Valid Acc @1:  66.44% | Valid Acc @5:  66.44%
start_time: 7895.663534959 
end_time: 8282.745573751 
Epoch: 16 | Epoch Time: 6m 27s
	Train Loss: 1.233 | Train Acc @1:  82.71% | Train Acc @5:  82.71%
	Valid Loss: 1.454 | Valid Acc @1:  69.85% | Valid Acc @5:  69.85%
start_time: 8282.749959667 
end_time: 8661.259036167 
Epoch: 17 | Epoch Time: 6m 18s
	Train Loss: 1.089 | Train Acc @1:  84.98% | Train Acc @5:  84.98%
	Valid Loss: 1.353 | Valid Acc @1:  72.34% | Valid Acc @5:  72.34%
start_time: 8661.259581792 
end_time: 9051.624623876 
Epoch: 18 | Epoch Time: 6m 30s
	Train Loss: 0.979 | Train Acc @1:  87.28% | Train Acc @5:  87.28%
	Valid Loss: 1.278 | Valid Acc @1:  72.34% | Valid Acc @5:  72.34%
start_time: 9051.625152167 
end_time: 9450.257678042 
Epoch: 19 | Epoch Time: 6m 38s
	Train Loss: 0.885 | Train Acc @1:  88.49% | Train Acc @5:  88.49%
	Valid Loss: 1.214 | Valid Acc @1:  74.05% | Valid Acc @5:  74.05%
start_time: 9450.258148875 
end_time: 9877.956314292 
Epoch: 20 | Epoch Time: 7m 7s
	Train Loss: 0.804 | Train Acc @1:  89.21% | Train Acc @5:  89.21%
	Valid Loss: 1.163 | Valid Acc @1:  75.61% | Valid Acc @5:  75.61%
start_time: 9877.956740292 
end_time: 10320.09785925 
Epoch: 21 | Epoch Time: 7m 22s
	Train Loss: 0.784 | Train Acc @1:  89.28% | Train Acc @5:  89.28%
	Valid Loss: 1.140 | Valid Acc @1:  76.53% | Valid Acc @5:  76.53%
start_time: 10320.098300667 
end_time: 10766.085048292 
Epoch: 22 | Epoch Time: 7m 25s
	Train Loss: 0.704 | Train Acc @1:  90.96% | Train Acc @5:  90.96%
	Valid Loss: 1.105 | Valid Acc @1:  76.53% | Valid Acc @5:  76.53%
start_time: 10766.085539292 
end_time: 11190.726035042 
Epoch: 23 | Epoch Time: 7m 4s
	Train Loss: 0.702 | Train Acc @1:  90.20% | Train Acc @5:  90.20%
	Valid Loss: 1.079 | Valid Acc @1:  75.75% | Valid Acc @5:  75.75%
start_time: 11190.726554042 
end_time: 11603.3960295 
Epoch: 24 | Epoch Time: 6m 52s
	Train Loss: 0.676 | Train Acc @1:  90.96% | Train Acc @5:  90.96%
	Valid Loss: 1.070 | Valid Acc @1:  75.90% | Valid Acc @5:  75.90%
start_time: 11603.396565417 
end_time: 12019.400806875 
Epoch: 25 | Epoch Time: 6m 56s
	Train Loss: 0.648 | Train Acc @1:  91.43% | Train Acc @5:  91.43%
	Valid Loss: 1.055 | Valid Acc @1:  75.75% | Valid Acc @5:  75.75%
start_time: 12019.401226458 
end_time: 12454.363668875 
Epoch: 26 | Epoch Time: 7m 14s
	Train Loss: 0.640 | Train Acc @1:  91.50% | Train Acc @5:  91.50%
	Valid Loss: 1.051 | Valid Acc @1:  75.75% | Valid Acc @5:  75.75%
start_time: 12454.364195458 
end_time: 12918.746255125 
Epoch: 27 | Epoch Time: 7m 44s
	Train Loss: 0.617 | Train Acc @1:  91.95% | Train Acc @5:  91.95%
	Valid Loss: 1.046 | Valid Acc @1:  76.53% | Valid Acc @5:  76.53%
start_time: 12918.746861417 
end_time: 13361.349328042 
Epoch: 28 | Epoch Time: 7m 22s
	Train Loss: 0.623 | Train Acc @1:  92.35% | Train Acc @5:  92.35%
	Valid Loss: 1.039 | Valid Acc @1:  75.75% | Valid Acc @5:  75.75%
start_time: 13361.34993525 
end_time: 13795.669343042 
Epoch: 29 | Epoch Time: 7m 14s
	Train Loss: 0.624 | Train Acc @1:  90.94% | Train Acc @5:  90.94%
	Valid Loss: 1.047 | Valid Acc @1:  76.53% | Valid Acc @5:  76.53%
start_time: 13795.670270667 
end_time: 14229.22744425 
Epoch: 30 | Epoch Time: 7m 13s
	Train Loss: 0.627 | Train Acc @1:  91.40% | Train Acc @5:  91.40%
	Valid Loss: 1.047 | Valid Acc @1:  77.31% | Valid Acc @5:  77.31%