mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
synced 2025-05-06 10:40:45 +02:00
74 lines
1.3 KiB
Text
74 lines
1.3 KiB
Text
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Namespace(batch=128, dataset='CIFAR10', epochs=10, lr=0.05, net='MyLeNetMatStochNoceil', postfix='_noCrop_k3', res_folder='res/', 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 : 25.40 / 29.56
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Loss : 1.99 / 1.83
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Time: 88.82820883858949
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---------
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Epoch: 1
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Acc : 35.13 / 32.19
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Loss : 1.74 / 1.77
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Time: 177.5576635012403
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---------
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Epoch: 2
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Acc : 40.73 / 35.05
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Loss : 1.61 / 1.76
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Time: 266.2516449401155
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---------
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Epoch: 3
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Acc : 45.58 / 38.76
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Loss : 1.49 / 1.71
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Time: 355.2165524791926
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---------
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Epoch: 4
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Acc : 49.07 / 35.94
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Loss : 1.41 / 1.71
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Time: 443.9428597986698
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---------
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Epoch: 5
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Acc : 52.32 / 32.03
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Loss : 1.32 / 1.86
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Time: 532.6662928508595
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---------
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Epoch: 6
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Acc : 54.68 / 40.80
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Loss : 1.26 / 1.59
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Time: 621.3865936575457
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---------
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Epoch: 7
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Acc : 58.03 / 41.34
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Loss : 1.17 / 1.62
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Time: 710.462741760537
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---------
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Epoch: 8
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Acc : 59.08 / 44.26
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Loss : 1.15 / 1.53
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Time: 799.1782552432269
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---------
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Epoch: 9
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Acc : 60.38 / 42.60
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Loss : 1.11 / 1.58
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Time: 887.9221545867622
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---------
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Best Acc : 44.26
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Training time (min): 14.798702753568069
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Log :" res/log/MyLeNetMatStochNoceil-10epochs_noCrop_k3.json " saved !
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Plot :" res/MyLeNetMatStochNoceil-10epochs_noCrop_k3 " saved !
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real 15m9.606s
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user 15m45.480s
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sys 4m48.638s
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