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='MyLeNetMatStochBUNoceil', 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 : 22.84 / 23.02
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Loss : 2.06 / 2.02
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Time: 109.14865664206445
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---------
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Epoch: 5
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Acc : 41.31 / 34.38
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Loss : 1.61 / 1.74
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Time: 651.8169922940433
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---------
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Epoch: 10
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Acc : 47.19 / 34.92
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Loss : 1.46 / 1.75
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Time: 1196.2202987512574
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---------
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Epoch: 15
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Acc : 51.14 / 40.63
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Loss : 1.35 / 1.61
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Time: 1740.0807679975405
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---------
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Epoch: 20
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Acc : 53.28 / 37.40
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Loss : 1.30 / 1.66
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Time: 2285.094068882987
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---------
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Epoch: 25
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Acc : 56.24 / 44.48
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Loss : 1.22 / 1.50
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Time: 2828.706437432207
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---------
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Epoch: 30
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Acc : 58.89 / 46.33
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Loss : 1.15 / 1.50
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Time: 3372.260067921132
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---------
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Epoch: 35
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Acc : 61.42 / 43.65
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Loss : 1.09 / 1.54
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Time: 3917.1703928979114
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---------
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Epoch: 40
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Acc : 63.16 / 45.52
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Loss : 1.04 / 1.52
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Time: 4460.238603447564
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---------
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Epoch: 45
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Acc : 63.59 / 44.41
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Loss : 1.03 / 1.61
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Time: 5004.6891468744725
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---------
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Best Acc : 46.61
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Training time (min): 90.65389749701134
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k4_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k4_3 " saved !
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real 90m54.391s
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user 89m26.614s
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sys 28m46.091s
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