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=4, lr=0.05, net='MyLeNetMatStochNoceil', 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 : 25.19 / 31.17
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Loss : 1.99 / 1.84
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Time: 138.68438915722072
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---------
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Epoch: 5
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Acc : 48.85 / 40.39
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Loss : 1.42 / 1.68
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Time: 832.1555920224637
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---------
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Epoch: 10
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Acc : 56.04 / 34.76
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Loss : 1.23 / 1.76
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Time: 1525.8188216267154
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---------
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Epoch: 15
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Acc : 60.87 / 38.62
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Loss : 1.10 / 1.81
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Time: 2219.536086712964
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---------
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Epoch: 20
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Acc : 63.73 / 40.78
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Loss : 1.02 / 1.74
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Time: 2913.3058100305498
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---------
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Epoch: 25
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Acc : 66.55 / 39.24
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Loss : 0.95 / 1.68
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Time: 3607.307444162667
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---------
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Epoch: 30
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Acc : 69.17 / 47.70
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Loss : 0.88 / 1.48
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Time: 4300.989568569697
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---------
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Epoch: 35
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Acc : 71.81 / 41.68
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Loss : 0.80 / 1.62
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Time: 4994.865097979084
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---------
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Epoch: 40
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Acc : 73.30 / 45.42
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Loss : 0.76 / 1.55
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Time: 5688.842534529977
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---------
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Epoch: 45
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Acc : 74.59 / 46.82
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Loss : 0.72 / 1.52
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Time: 6382.720301232301
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---------
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Best Acc : 47.70
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Training time (min): 115.63096341982795
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k4_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k4_3 " saved !
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real 115m50.643s
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user 105m32.016s
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sys 37m36.485s
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