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='MyLeNetMatNormalNoceil', 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 : 36.29 / 46.76
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Loss : 1.72 / 1.45
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Time: 413.4330958928913
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---------
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Epoch: 5
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Acc : 72.84 / 73.12
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Loss : 0.78 / 0.77
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Time: 2481.541083334014
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---------
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Epoch: 10
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Acc : 80.54 / 77.11
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Loss : 0.56 / 0.67
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Time: 4550.451236174442
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---------
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Epoch: 15
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Acc : 85.16 / 80.44
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Loss : 0.43 / 0.57
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Time: 6619.68952109199
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---------
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Epoch: 20
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Acc : 88.79 / 81.69
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Loss : 0.33 / 0.54
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Time: 8689.100086900406
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---------
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Epoch: 25
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Acc : 91.94 / 81.74
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Loss : 0.25 / 0.58
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Time: 10758.489818972535
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---------
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Epoch: 30
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Acc : 94.65 / 82.18
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Loss : 0.17 / 0.56
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Time: 12827.756879460067
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---------
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Epoch: 35
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Acc : 97.02 / 84.21
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Loss : 0.11 / 0.51
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Time: 14896.387511295266
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---------
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Epoch: 40
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Acc : 98.82 / 84.45
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Loss : 0.07 / 0.51
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Time: 16964.967554398812
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---------
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Epoch: 45
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Acc : 99.51 / 85.09
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Loss : 0.05 / 0.51
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Time: 19033.166706252843
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---------
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Best Acc : 85.09
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Training time (min): 344.792250782003
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k4_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k4_2 " saved !
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real 345m2.760s
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user 257m11.566s
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sys 114m37.729s
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