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=2, lr=0.05, net='MyLeNetMatStochNoceil', postfix='__k2_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 : 25.09 / 28.73
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Loss : 1.99 / 1.90
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Time: 48.0987977925688
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---------
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Epoch: 5
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Acc : 49.20 / 26.62
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Loss : 1.40 / 1.83
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Time: 288.2156368214637
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---------
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Epoch: 10
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Acc : 55.36 / 35.66
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Loss : 1.24 / 1.78
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Time: 528.4270763546228
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---------
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Epoch: 15
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Acc : 60.04 / 38.56
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Loss : 1.12 / 1.69
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Time: 768.740109086968
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---------
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Epoch: 20
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Acc : 62.17 / 36.83
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Loss : 1.06 / 1.72
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Time: 1008.971360463649
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---------
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Epoch: 25
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Acc : 66.36 / 39.98
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Loss : 0.95 / 1.54
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Time: 1249.2037892034277
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---------
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Epoch: 30
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Acc : 68.35 / 42.86
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Loss : 0.90 / 1.60
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Time: 1489.428648560308
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---------
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Epoch: 35
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Acc : 70.29 / 40.06
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Loss : 0.84 / 1.69
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Time: 1729.7566568944603
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---------
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Epoch: 40
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Acc : 72.70 / 41.93
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Loss : 0.78 / 1.69
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Time: 1970.0739753739908
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---------
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Epoch: 45
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Acc : 74.19 / 43.76
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Loss : 0.74 / 1.63
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Time: 2210.493873266503
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---------
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Best Acc : 47.52
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Training time (min): 40.04782316264075
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k2_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k2_2 " saved !
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real 40m15.453s
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user 55m3.384s
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sys 12m52.035s
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