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=2, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k2_2', 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 : 36.03 / 48.99
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Loss : 1.73 / 1.44
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Time: 123.21687715034932
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---------
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Epoch: 5
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Acc : 71.80 / 72.91
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Loss : 0.82 / 0.78
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Time: 739.4670832967386
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---------
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Epoch: 10
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Acc : 79.74 / 78.42
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Loss : 0.58 / 0.62
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Time: 1355.8709250381216
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---------
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Epoch: 15
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Acc : 84.44 / 79.47
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Loss : 0.45 / 0.60
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Time: 1972.987782953307
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---------
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Epoch: 20
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Acc : 87.94 / 82.06
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Loss : 0.35 / 0.53
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Time: 2590.0748241245747
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---------
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Epoch: 25
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Acc : 91.02 / 82.41
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Loss : 0.27 / 0.53
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Time: 3207.198580466211
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---------
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Epoch: 30
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Acc : 93.75 / 83.29
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Loss : 0.20 / 0.51
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Time: 3824.246278378181
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---------
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Epoch: 35
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Acc : 96.25 / 84.13
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Loss : 0.13 / 0.49
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Time: 4441.094482817687
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---------
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Epoch: 40
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Acc : 98.26 / 84.04
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Loss : 0.09 / 0.53
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Time: 5057.893284536898
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---------
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Epoch: 45
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Acc : 99.16 / 84.72
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Loss : 0.06 / 0.51
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Time: 5674.5474897976965
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---------
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Best Acc : 84.99
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Training time (min): 102.79756409196804
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k2_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k2_2 " saved !
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real 103m1.616s
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user 96m38.047s
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sys 34m9.080s
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