mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
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73 lines
1.4 KiB
Text
73 lines
1.4 KiB
Text
Namespace(batch=128, dataset='CIFAR10', epochs=50, k=3, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k3_1', res_folder='res/benchmark_NoCeil/', resume=False, scheduler='cosine', stoch=False, warmup_ep=5, warmup_mul=0)
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==> Preparing data..
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==> Building model..
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==> Training model..
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---------
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Epoch: 0
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Acc : 36.16 / 46.20
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Loss : 1.72 / 1.48
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Time: 247.73547955136746
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---------
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Epoch: 5
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Acc : 72.15 / 72.22
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Loss : 0.80 / 0.79
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Time: 1486.8846261743456
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---------
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Epoch: 10
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Acc : 80.06 / 77.68
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Loss : 0.57 / 0.65
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Time: 2726.5283604683354
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---------
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Epoch: 15
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Acc : 84.93 / 78.28
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Loss : 0.44 / 0.62
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Time: 3966.002595074475
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---------
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Epoch: 20
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Acc : 88.39 / 81.81
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Loss : 0.34 / 0.53
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Time: 5205.35461238306
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Epoch: 25
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Acc : 91.51 / 82.47
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Loss : 0.26 / 0.52
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Time: 6445.20023989398
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---------
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Epoch: 30
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Acc : 94.24 / 83.09
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Loss : 0.18 / 0.51
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Time: 7685.129119827412
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---------
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Epoch: 35
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Acc : 96.49 / 84.29
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Loss : 0.13 / 0.49
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Time: 8925.508030240424
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---------
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Epoch: 40
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Acc : 98.33 / 84.07
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Loss : 0.08 / 0.51
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Time: 10166.46677840408
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---------
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Epoch: 45
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Acc : 99.31 / 84.71
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Loss : 0.05 / 0.51
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Time: 11407.179788754322
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---------
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Best Acc : 84.74
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Training time (min): 206.67341564196784
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k3_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k3_1 " saved !
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real 206m56.537s
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user 164m29.383s
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sys 69m32.644s
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