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=4, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k4_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 : 35.99 / 47.12
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Loss : 1.73 / 1.43
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Time: 413.15663176588714
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---------
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Epoch: 5
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Acc : 72.51 / 69.89
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Loss : 0.78 / 0.87
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Time: 2480.58620422706
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---------
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Epoch: 10
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Acc : 80.56 / 76.70
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Loss : 0.56 / 0.67
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Time: 4549.522261521779
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---------
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Epoch: 15
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Acc : 85.25 / 79.85
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Loss : 0.43 / 0.59
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Time: 6618.715358470567
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---------
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Epoch: 20
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Acc : 88.85 / 80.16
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Loss : 0.33 / 0.58
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Time: 8688.104032479227
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---------
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Epoch: 25
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Acc : 91.80 / 82.65
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Loss : 0.25 / 0.51
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Time: 10757.39982889127
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---------
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Epoch: 30
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Acc : 94.70 / 83.66
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Loss : 0.17 / 0.50
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Time: 12826.700856998563
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---------
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Epoch: 35
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Acc : 97.03 / 83.37
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Loss : 0.11 / 0.54
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Time: 14895.382152607664
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---------
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Epoch: 40
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Acc : 98.66 / 84.33
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Loss : 0.07 / 0.51
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Time: 16965.023936793208
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---------
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Epoch: 45
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Acc : 99.53 / 84.55
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Loss : 0.05 / 0.52
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Time: 19034.066288430244
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---------
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Best Acc : 84.77
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Training time (min): 344.79890690402436
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k4_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k4_1 " saved !
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real 345m2.785s
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user 255m9.074s
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sys 118m22.763s
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