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=3, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k3_2', 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 : 36.50 / 46.49
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Loss : 1.72 / 1.47
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Time: 247.84990867320448
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---------
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Epoch: 5
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Acc : 71.88 / 68.91
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Loss : 0.80 / 0.89
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Time: 1487.8860270297155
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---------
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Epoch: 10
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Acc : 80.39 / 78.03
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Loss : 0.57 / 0.64
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Time: 2728.763779843226
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---------
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Epoch: 15
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Acc : 85.00 / 80.67
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Loss : 0.44 / 0.57
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Time: 3969.208628097549
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---------
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Epoch: 20
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Acc : 88.49 / 80.28
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Loss : 0.34 / 0.57
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Time: 5209.553945231251
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---------
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Epoch: 25
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Acc : 91.64 / 82.31
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Loss : 0.25 / 0.53
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Time: 6450.321215154603
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---------
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Epoch: 30
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Acc : 94.55 / 82.92
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Loss : 0.18 / 0.50
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Time: 7690.907434923574
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---------
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Epoch: 35
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Acc : 96.83 / 83.45
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Loss : 0.12 / 0.52
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Time: 8931.464527050033
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---------
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Epoch: 40
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Acc : 98.60 / 84.15
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Loss : 0.07 / 0.51
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Time: 10172.187801788561
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---------
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Epoch: 45
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Acc : 99.43 / 84.93
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Loss : 0.05 / 0.51
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Time: 11412.973015635274
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---------
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Best Acc : 84.93
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Training time (min): 206.75552665510526
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k3_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k3_2 " saved !
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real 206m59.928s
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user 165m3.232s
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sys 69m9.800s
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