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=3, lr=0.05, net='MyLeNetMatStochNoceil', postfix='__k3_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 : 26.23 / 24.77
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Loss : 1.96 / 1.95
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Time: 88.89952981937677
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---------
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Epoch: 5
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Acc : 49.19 / 37.63
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Loss : 1.41 / 1.69
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Time: 533.3709430936724
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---------
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Epoch: 10
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Acc : 56.72 / 39.58
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Loss : 1.21 / 1.61
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Time: 978.0299946693704
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---------
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Epoch: 15
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Acc : 60.20 / 37.36
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Loss : 1.11 / 1.73
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Time: 1422.6836077561602
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---------
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Epoch: 20
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Acc : 63.17 / 37.28
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Loss : 1.03 / 1.73
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Time: 1867.3761521866545
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---------
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Epoch: 25
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Acc : 66.56 / 41.14
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Loss : 0.95 / 1.61
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Time: 2311.9993200674653
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---------
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Epoch: 30
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Acc : 68.86 / 40.12
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Loss : 0.89 / 1.72
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Time: 2756.85310437344
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---------
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Epoch: 35
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Acc : 71.20 / 45.03
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Loss : 0.82 / 1.60
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Time: 3201.5983270090073
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---------
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Epoch: 40
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Acc : 73.10 / 43.67
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Loss : 0.77 / 1.62
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Time: 3646.298190155998
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---------
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Epoch: 45
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Acc : 75.00 / 45.30
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Loss : 0.72 / 1.58
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Time: 4091.1723202215508
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---------
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Best Acc : 48.57
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Training time (min): 74.11512494976633
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k3_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k3_2 " saved !
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real 74m20.018s
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user 77m49.963s
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sys 24m34.997s
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