mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
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74 lines
1.4 KiB
Text
74 lines
1.4 KiB
Text
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Namespace(batch=128, dataset='CIFAR10', epochs=50, k=3, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k3_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 : 36.95 / 45.98
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Loss : 1.72 / 1.51
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Time: 247.98328754398972
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---------
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Epoch: 5
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Acc : 71.70 / 72.71
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Loss : 0.81 / 0.78
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Time: 1488.6181818954647
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---------
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Epoch: 10
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Acc : 80.03 / 75.58
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Loss : 0.57 / 0.72
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Time: 2729.465384825133
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---------
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Epoch: 15
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Acc : 84.79 / 80.80
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Loss : 0.44 / 0.57
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Time: 3970.437553227879
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---------
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Epoch: 20
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Acc : 88.45 / 81.73
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Loss : 0.34 / 0.54
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Time: 5211.3001955430955
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---------
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Epoch: 25
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Acc : 91.57 / 82.44
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Loss : 0.26 / 0.53
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Time: 6452.203316219151
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---------
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Epoch: 30
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Acc : 94.42 / 83.35
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Loss : 0.18 / 0.51
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Time: 7693.365694181062
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---------
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Epoch: 35
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Acc : 96.76 / 83.32
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Loss : 0.12 / 0.53
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Time: 8934.607322337106
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---------
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Epoch: 40
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Acc : 98.65 / 84.05
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Loss : 0.07 / 0.52
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Time: 10175.596159897745
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---------
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Epoch: 45
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Acc : 99.41 / 84.61
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Loss : 0.05 / 0.52
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Time: 11416.773865584284
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---------
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Best Acc : 84.74
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Training time (min): 206.82600436269615
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k3_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k3_3 " saved !
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real 207m3.639s
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user 164m26.994s
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sys 70m29.354s
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