mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
synced 2025-05-03 17:20:45 +02:00
73 lines
1.3 KiB
Text
73 lines
1.3 KiB
Text
Namespace(batch=128, dataset='CIFAR10', epochs=10, lr=0.05, net='MyLeNetMatStochBUNoceil', 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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Epoch: 0
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Acc : 22.73 / 30.49
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Loss : 2.06 / 1.90
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Time: 73.46249075420201
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Epoch: 1
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Acc : 30.11 / 30.61
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Loss : 1.87 / 1.79
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Time: 146.35232928954065
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Epoch: 2
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Acc : 34.14 / 33.30
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Loss : 1.77 / 1.73
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Time: 219.46285958588123
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Epoch: 3
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Acc : 38.18 / 34.64
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Loss : 1.68 / 1.74
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Time: 292.7825370589271
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Epoch: 4
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Acc : 40.50 / 37.73
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Loss : 1.62 / 1.68
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Time: 366.0361840762198
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Epoch: 5
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Acc : 43.22 / 38.42
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Loss : 1.54 / 1.61
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Time: 439.2800999926403
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Epoch: 6
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Acc : 46.57 / 39.54
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Loss : 1.47 / 1.61
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Time: 513.1152702141553
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Epoch: 7
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Acc : 48.72 / 38.11
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Loss : 1.41 / 1.69
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Time: 586.3596808109432
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Epoch: 8
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Acc : 50.07 / 37.34
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Loss : 1.37 / 1.67
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Time: 660.0147361075506
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Epoch: 9
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Acc : 51.24 / 40.30
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Loss : 1.35 / 1.60
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Time: 733.1694793645293
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Best Acc : 40.30
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Training time (min): 12.219491492429126
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Log :" res/log/MyLeNetMatStochBUNoceil-10epochs_noCrop_k3.json " saved !
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Plot :" res/MyLeNetMatStochBUNoceil-10epochs_noCrop_k3 " saved !
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real 12m34.154s
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user 14m9.534s
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sys 3m43.740s
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