mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
synced 2025-05-03 17:20:45 +02:00
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_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 : 36.12 / 45.47
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Loss : 1.72 / 1.50
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Time: 123.19412856083363
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---------
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Epoch: 5
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Acc : 71.71 / 68.77
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Loss : 0.81 / 0.91
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Time: 739.1145824743435
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---------
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Epoch: 10
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Acc : 79.86 / 77.88
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Loss : 0.58 / 0.64
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Time: 1355.644656511955
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---------
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Epoch: 15
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Acc : 84.55 / 77.81
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Loss : 0.45 / 0.64
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Time: 1971.8144962312654
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---------
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Epoch: 20
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Acc : 87.95 / 81.82
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Loss : 0.35 / 0.54
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Time: 2587.859218424186
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---------
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Epoch: 25
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Acc : 91.09 / 80.44
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Loss : 0.26 / 0.57
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Time: 3204.394698444754
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---------
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Epoch: 30
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Acc : 93.85 / 82.45
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Loss : 0.19 / 0.54
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Time: 3820.647819074802
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---------
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Epoch: 35
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Acc : 96.26 / 83.40
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Loss : 0.13 / 0.51
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Time: 4437.080120751634
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---------
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Epoch: 40
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Acc : 98.12 / 85.19
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Loss : 0.09 / 0.49
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Time: 5053.203467056155
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---------
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Epoch: 45
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Acc : 99.15 / 84.79
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Loss : 0.06 / 0.50
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Time: 5669.440995325334
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---------
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Best Acc : 85.19
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Training time (min): 102.70833032748972
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k2_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k2_3 " saved !
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real 102m58.647s
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user 99m45.063s
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sys 32m18.510s
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