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=3, lr=0.05, net='MyLeNetMatStochBUNoceil', 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 : 22.60 / 30.29
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Loss : 2.07 / 1.83
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Time: 73.45093404874206
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---------
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Epoch: 5
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Acc : 41.07 / 36.65
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Loss : 1.62 / 1.71
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Time: 438.5278573250398
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---------
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Epoch: 10
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Acc : 46.55 / 39.90
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Loss : 1.48 / 1.61
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Time: 804.3547679651529
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---------
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Epoch: 15
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Acc : 50.45 / 38.47
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Loss : 1.37 / 1.60
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Time: 1169.9524947265163
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---------
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Epoch: 20
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Acc : 54.17 / 39.78
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Loss : 1.28 / 1.64
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Time: 1535.7289634384215
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---------
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Epoch: 25
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Acc : 56.16 / 42.75
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Loss : 1.23 / 1.57
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Time: 1901.3407105300575
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Epoch: 30
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Acc : 58.65 / 46.69
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Loss : 1.16 / 1.47
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Time: 2266.849103649147
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---------
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Epoch: 35
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Acc : 60.92 / 42.35
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Loss : 1.10 / 1.66
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Time: 2632.664029543288
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---------
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Epoch: 40
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Acc : 63.07 / 41.75
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Loss : 1.05 / 1.66
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Time: 2998.279637400992
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---------
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Epoch: 45
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Acc : 64.36 / 44.86
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Loss : 1.01 / 1.58
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Time: 3364.5860096393153
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---------
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Best Acc : 48.28
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Training time (min): 60.951772359386084
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k3_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k3_3 " saved !
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real 61m10.551s
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user 70m16.339s
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sys 18m43.649s
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