mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
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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_1', 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 : 24.25 / 27.11
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Loss : 2.01 / 1.89
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Time: 138.53814427461475
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---------
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Epoch: 5
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Acc : 48.78 / 28.38
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Loss : 1.41 / 1.92
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Time: 831.1760958814994
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---------
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Epoch: 10
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Acc : 55.77 / 35.29
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Loss : 1.24 / 1.85
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Time: 1524.006879854016
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---------
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Epoch: 15
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Acc : 60.26 / 34.95
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Loss : 1.12 / 1.77
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Time: 2216.9549421677366
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---------
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Epoch: 20
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Acc : 63.12 / 37.17
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Loss : 1.04 / 1.74
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Time: 2910.0242391834036
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---------
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Epoch: 25
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Acc : 66.15 / 40.66
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Loss : 0.95 / 1.67
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Time: 3602.922821316868
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---------
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Epoch: 30
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Acc : 68.97 / 43.07
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Loss : 0.89 / 1.63
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Time: 4295.794840999879
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---------
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Epoch: 35
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Acc : 71.39 / 43.45
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Loss : 0.81 / 1.66
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Time: 4988.862918260507
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---------
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Epoch: 40
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Acc : 73.23 / 45.10
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Loss : 0.76 / 1.61
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Time: 5682.054097885266
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---------
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Epoch: 45
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Acc : 74.62 / 44.73
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Loss : 0.73 / 1.64
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Time: 6375.051586847752
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---------
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Best Acc : 48.23
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Training time (min): 115.4906927387075
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k4_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k4_1 " saved !
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real 115m43.858s
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user 105m46.985s
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sys 37m41.831s
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