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=4, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k4_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 : 37.25 / 46.81
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Loss : 1.71 / 1.45
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Time: 412.9022887162864
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---------
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Epoch: 5
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Acc : 72.74 / 72.93
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Loss : 0.79 / 0.79
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Time: 2478.4713746113703
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---------
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Epoch: 10
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Acc : 80.47 / 78.57
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Loss : 0.56 / 0.63
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Time: 4544.841249100864
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---------
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Epoch: 15
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Acc : 84.95 / 80.01
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Loss : 0.43 / 0.59
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Time: 6611.430219493806
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---------
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Epoch: 20
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Acc : 88.65 / 81.20
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Loss : 0.33 / 0.55
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Time: 8678.567663419992
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---------
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Epoch: 25
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Acc : 91.80 / 82.36
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Loss : 0.25 / 0.52
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Time: 10747.367348232307
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---------
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Epoch: 30
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Acc : 94.57 / 82.16
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Loss : 0.18 / 0.56
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Time: 12816.555869823322
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---------
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Epoch: 35
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Acc : 97.08 / 83.29
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Loss : 0.11 / 0.54
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Time: 14885.712881685235
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---------
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Epoch: 40
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Acc : 98.70 / 84.38
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Loss : 0.07 / 0.51
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Time: 16954.642080742866
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---------
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Epoch: 45
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Acc : 99.55 / 84.41
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Loss : 0.05 / 0.52
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Time: 19023.663426892832
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---------
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Best Acc : 84.63
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Training time (min): 344.65982003790947
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k4_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k4_3 " saved !
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real 344m54.291s
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user 251m47.869s
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sys 119m40.516s
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