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='MyLeNetMatStochBUNoceil', 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 : 22.17 / 31.05
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Loss : 2.06 / 1.81
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Time: 43.00148150417954
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---------
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Epoch: 5
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Acc : 40.88 / 36.09
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Loss : 1.61 / 1.71
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Time: 257.9188695559278
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---------
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Epoch: 10
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Acc : 46.77 / 41.97
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Loss : 1.47 / 1.64
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Time: 473.44908204767853
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---------
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Epoch: 15
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Acc : 49.94 / 40.83
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Loss : 1.39 / 1.63
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Time: 688.832499277778
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---------
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Epoch: 20
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Acc : 53.27 / 39.07
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Loss : 1.30 / 1.57
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Time: 903.5729479668662
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---------
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Epoch: 25
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Acc : 56.13 / 38.69
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Loss : 1.23 / 1.69
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Time: 1118.620039199479
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---------
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Epoch: 30
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Acc : 58.55 / 43.83
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Loss : 1.16 / 1.56
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Time: 1333.6320593841374
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---------
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Epoch: 35
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Acc : 60.22 / 42.94
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Loss : 1.11 / 1.55
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Time: 1548.2262184657156
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---------
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Epoch: 40
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Acc : 62.57 / 46.98
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Loss : 1.05 / 1.49
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Time: 1763.601978128776
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---------
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Epoch: 45
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Acc : 63.72 / 45.46
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Loss : 1.03 / 1.55
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Time: 1978.3571852482855
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---------
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Best Acc : 47.21
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Training time (min): 35.84222391460401
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k2_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k2_2 " saved !
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real 36m2.860s
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user 51m48.891s
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sys 9m59.159s
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