mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
synced 2025-05-06 02:30:46 +02:00
74 lines
1.4 KiB
Text
74 lines
1.4 KiB
Text
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Namespace(batch=128, dataset='CIFAR10', epochs=50, k=1, lr=0.05, net='MyLeNetMatStochBUNoceil', postfix='__k1_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 : 21.82 / 26.99
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Loss : 2.06 / 1.88
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Time: 23.74811160005629
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---------
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Epoch: 5
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Acc : 39.08 / 38.52
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Loss : 1.66 / 1.71
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Time: 144.02691594604403
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---------
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Epoch: 10
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Acc : 45.10 / 35.87
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Loss : 1.51 / 1.83
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Time: 264.6037198500708
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---------
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Epoch: 15
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Acc : 48.87 / 38.52
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Loss : 1.41 / 1.64
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Time: 384.93165539298207
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---------
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Epoch: 20
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Acc : 52.06 / 38.93
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Loss : 1.33 / 1.64
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Time: 506.40114451851696
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---------
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Epoch: 25
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Acc : 55.01 / 39.44
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Loss : 1.25 / 1.66
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Time: 628.3252009730786
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---------
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Epoch: 30
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Acc : 57.14 / 37.17
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Loss : 1.19 / 1.69
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Time: 748.4351985407993
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---------
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Epoch: 35
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Acc : 59.74 / 42.78
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Loss : 1.13 / 1.62
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Time: 869.0831191660836
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---------
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Epoch: 40
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Acc : 61.07 / 43.44
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Loss : 1.09 / 1.58
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Time: 989.6546215675771
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---------
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Epoch: 45
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Acc : 63.31 / 43.17
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Loss : 1.04 / 1.63
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Time: 1112.0879259789363
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---------
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Best Acc : 46.04
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Training time (min): 20.136301828424134
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k1_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k1_2 " saved !
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real 20m20.589s
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user 42m38.377s
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sys 4m32.509s
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