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=1, lr=0.05, net='MyLeNetMatStochBUNoceil', postfix='__k1_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 : 22.71 / 22.38
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Loss : 2.05 / 1.98
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Time: 23.942733087576926
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---------
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Epoch: 5
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Acc : 39.64 / 32.36
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Loss : 1.65 / 1.86
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Time: 144.20551797002554
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---------
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Epoch: 10
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Acc : 45.79 / 33.74
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Loss : 1.50 / 1.76
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Time: 264.1239112522453
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---------
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Epoch: 15
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Acc : 49.18 / 37.71
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Loss : 1.40 / 1.66
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Time: 382.70462130755186
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---------
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Epoch: 20
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Acc : 52.63 / 41.70
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Loss : 1.32 / 1.58
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Time: 501.70173474773765
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---------
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Epoch: 25
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Acc : 55.52 / 42.16
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Loss : 1.24 / 1.55
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Time: 620.2704349383712
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---------
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Epoch: 30
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Acc : 57.60 / 42.07
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Loss : 1.19 / 1.61
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Time: 740.046815501526
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---------
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Epoch: 35
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Acc : 59.83 / 40.80
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Loss : 1.13 / 1.64
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Time: 860.0331608653069
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---------
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Epoch: 40
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Acc : 60.89 / 41.76
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Loss : 1.09 / 1.63
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Time: 980.0542129781097
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---------
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Epoch: 45
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Acc : 62.60 / 42.83
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Loss : 1.05 / 1.61
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Time: 1099.9315661629662
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---------
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Best Acc : 47.46
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Training time (min): 19.902773757139222
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k1_3.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k1_3 " saved !
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real 20m6.443s
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user 41m56.250s
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sys 4m44.181s
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