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='MyLeNetMatStochNoceil', postfix='__k2_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 : 25.34 / 29.78
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Loss : 1.98 / 1.85
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Time: 47.96411813329905
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---------
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Epoch: 5
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Acc : 48.65 / 42.37
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Loss : 1.42 / 1.55
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Time: 287.80597504321486
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---------
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Epoch: 10
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Acc : 56.07 / 38.00
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Loss : 1.23 / 1.70
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Time: 527.6232785293832
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---------
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Epoch: 15
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Acc : 59.94 / 36.03
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Loss : 1.12 / 1.76
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Time: 767.5103654088452
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---------
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Epoch: 20
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Acc : 62.89 / 43.49
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Loss : 1.04 / 1.52
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Time: 1007.4215006893501
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---------
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Epoch: 25
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Acc : 65.90 / 43.04
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Loss : 0.96 / 1.55
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Time: 1247.2988663418218
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---------
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Epoch: 30
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Acc : 68.11 / 41.09
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Loss : 0.91 / 1.59
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Time: 1487.2040980625898
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---------
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Epoch: 35
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Acc : 71.02 / 40.45
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Loss : 0.82 / 1.66
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Time: 1727.0953295668587
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---------
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Epoch: 40
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Acc : 72.37 / 46.05
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Loss : 0.78 / 1.51
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Time: 1966.9677904183045
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---------
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Epoch: 45
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Acc : 73.65 / 46.43
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Loss : 0.75 / 1.54
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Time: 2206.9109367653728
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---------
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Best Acc : 47.12
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Training time (min): 39.980595599099374
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k2_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k2_1 " saved !
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real 40m12.627s
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user 55m24.324s
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sys 12m21.461s
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