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='MyLeNetMatStochNoceil', postfix='__k2_3', 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 : 25.55 / 22.22
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Loss : 1.98 / 1.94
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Time: 48.120111235417426
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---------
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Epoch: 5
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Acc : 49.35 / 35.96
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Loss : 1.40 / 1.68
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Time: 288.35652240365744
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---------
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Epoch: 10
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Acc : 55.80 / 36.23
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Loss : 1.25 / 1.73
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Time: 528.6361616123468
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---------
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Epoch: 15
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Acc : 60.81 / 40.07
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Loss : 1.11 / 1.62
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Time: 769.0124968513846
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---------
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Epoch: 20
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Acc : 62.94 / 41.54
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Loss : 1.05 / 1.64
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Time: 1009.3565639145672
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---------
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Epoch: 25
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Acc : 65.76 / 40.07
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Loss : 0.97 / 1.59
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Time: 1249.6207106374204
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---------
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Epoch: 30
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Acc : 68.49 / 41.41
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Loss : 0.89 / 1.68
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Time: 1489.9397344766185
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---------
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Epoch: 35
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Acc : 71.38 / 44.63
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Loss : 0.81 / 1.55
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Time: 1730.3411526689306
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---------
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Epoch: 40
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Acc : 72.98 / 43.74
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Loss : 0.77 / 1.64
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Time: 1970.7049634410068
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---------
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Epoch: 45
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Acc : 74.14 / 44.63
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Loss : 0.74 / 1.59
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Time: 2211.1649585356936
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---------
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Best Acc : 45.64
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Training time (min): 40.060455758000415
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k2_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k2_3 " saved !
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real 40m16.163s
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user 55m29.844s
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sys 13m1.891s
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