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='MyLeNetMatStochBUNoceil', 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 : 22.48 / 27.01
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Loss : 2.08 / 1.90
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Time: 108.83058886602521
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---------
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Epoch: 5
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Acc : 40.69 / 34.36
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Loss : 1.63 / 1.72
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Time: 652.1599301332608
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---------
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Epoch: 10
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Acc : 46.78 / 39.97
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Loss : 1.47 / 1.61
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Time: 1195.5011438680813
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---------
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Epoch: 15
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Acc : 50.49 / 34.57
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Loss : 1.37 / 1.80
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Time: 1737.6985349021852
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---------
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Epoch: 20
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Acc : 53.32 / 39.84
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Loss : 1.30 / 1.62
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Time: 2280.7298378217965
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---------
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Epoch: 25
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Acc : 56.46 / 40.06
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Loss : 1.22 / 1.60
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Time: 2822.9770746883005
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---------
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Epoch: 30
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Acc : 59.26 / 40.83
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Loss : 1.14 / 1.60
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Time: 3365.840932168998
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---------
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Epoch: 35
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Acc : 60.35 / 41.57
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Loss : 1.11 / 1.60
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Time: 3910.3378865057603
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---------
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Epoch: 40
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Acc : 63.47 / 45.50
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Loss : 1.03 / 1.51
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Time: 4454.4913957370445
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---------
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Epoch: 45
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Acc : 63.91 / 42.31
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Loss : 1.02 / 1.67
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Time: 4998.679032381624
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---------
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Best Acc : 47.46
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Training time (min): 90.5504788563742
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k4_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k4_2 " saved !
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real 90m46.666s
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user 90m46.955s
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sys 27m20.062s
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