mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
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74 lines
1.4 KiB
Text
74 lines
1.4 KiB
Text
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Namespace(batch=128, dataset='CIFAR10', epochs=50, k=1, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k1_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 : 36.34 / 46.99
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Loss : 1.72 / 1.43
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Time: 45.97680170927197
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---------
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Epoch: 5
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Acc : 70.85 / 70.73
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Loss : 0.83 / 0.83
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Time: 275.01454721949995
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---------
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Epoch: 10
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Acc : 78.84 / 75.75
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Loss : 0.61 / 0.70
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Time: 504.2062480049208
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---------
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Epoch: 15
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Acc : 83.54 / 79.54
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Loss : 0.47 / 0.60
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Time: 733.3581873718649
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---------
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Epoch: 20
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Acc : 86.82 / 81.49
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Loss : 0.38 / 0.54
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Time: 962.6645513242111
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---------
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Epoch: 25
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Acc : 89.89 / 81.93
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Loss : 0.29 / 0.54
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Time: 1191.833936353214
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---------
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Epoch: 30
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Acc : 92.88 / 83.44
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Loss : 0.22 / 0.49
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Time: 1421.0683761807159
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---------
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Epoch: 35
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Acc : 95.38 / 83.74
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Loss : 0.16 / 0.50
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Time: 1650.2434674538672
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---------
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Epoch: 40
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Acc : 97.26 / 84.41
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Loss : 0.11 / 0.50
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Time: 1879.4910161253065
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---------
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Epoch: 45
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Acc : 98.51 / 84.84
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Loss : 0.08 / 0.49
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Time: 2108.9041818892583
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---------
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Best Acc : 84.94
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Training time (min): 38.20426822579466
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k1_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k1_2 " saved !
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real 38m24.983s
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user 54m3.179s
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sys 11m47.645s
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