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=4, lr=0.05, net='MyLeNetMatStochNoceil', postfix='__k4_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 : 25.53 / 31.27
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Loss : 1.98 / 1.83
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Time: 138.69305455219
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---------
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Epoch: 5
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Acc : 49.02 / 37.01
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Loss : 1.41 / 1.75
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Time: 832.2641551829875
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---------
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Epoch: 10
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Acc : 56.74 / 39.72
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Loss : 1.22 / 1.72
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Time: 1526.109748011455
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---------
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Epoch: 15
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Acc : 60.87 / 42.71
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Loss : 1.11 / 1.59
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Time: 2219.8009980134666
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---------
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Epoch: 20
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Acc : 63.56 / 39.88
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Loss : 1.03 / 1.67
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Time: 2913.56171762757
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---------
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Epoch: 25
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Acc : 66.38 / 41.00
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Loss : 0.95 / 1.56
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Time: 3607.454514555633
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---------
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Epoch: 30
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Acc : 68.79 / 42.87
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Loss : 0.88 / 1.56
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Time: 4301.280980648473
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---------
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Epoch: 35
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Acc : 71.48 / 43.23
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Loss : 0.81 / 1.58
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Time: 4995.14941327367
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---------
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Epoch: 40
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Acc : 73.54 / 46.15
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Loss : 0.75 / 1.57
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Time: 5689.165943298489
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---------
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Epoch: 45
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Acc : 74.85 / 46.25
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Loss : 0.72 / 1.57
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Time: 6383.023234537803
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---------
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Best Acc : 47.23
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Training time (min): 115.63643312873319
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k4_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k4_2 " saved !
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real 115m51.013s
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user 106m48.549s
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sys 38m31.911s
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