mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
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73 lines
1.4 KiB
Text
73 lines
1.4 KiB
Text
Namespace(batch=128, dataset='CIFAR10', epochs=50, k=1, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k1_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 : 36.32 / 46.57
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Loss : 1.71 / 1.47
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Time: 45.96672709006816
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---------
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Epoch: 5
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Acc : 70.95 / 70.58
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Loss : 0.83 / 0.86
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Time: 275.3688823627308
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---------
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Epoch: 10
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Acc : 79.10 / 74.53
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Loss : 0.60 / 0.74
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Time: 504.9038645885885
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---------
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Epoch: 15
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Acc : 83.93 / 80.50
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Loss : 0.46 / 0.57
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Time: 734.5577887063846
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---------
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Epoch: 20
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Acc : 87.32 / 80.67
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Loss : 0.37 / 0.55
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Time: 964.6286195870489
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---------
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Epoch: 25
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Acc : 90.39 / 82.75
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Loss : 0.29 / 0.50
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Time: 1194.849686741829
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---------
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Epoch: 30
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Acc : 93.07 / 82.63
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Loss : 0.22 / 0.51
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Time: 1426.0590728316456
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---------
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Epoch: 35
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Acc : 95.51 / 82.89
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Loss : 0.15 / 0.52
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Time: 1657.5508981496096
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---------
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Epoch: 40
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Acc : 97.45 / 84.48
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Loss : 0.11 / 0.49
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Time: 1887.298833809793
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---------
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Epoch: 45
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Acc : 98.55 / 84.93
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Loss : 0.08 / 0.49
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Time: 2116.886452781968
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---------
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Best Acc : 85.09
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Training time (min): 38.34314283429024
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k1_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k1_3 " saved !
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real 38m33.682s
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user 53m21.131s
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sys 12m1.798s
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