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='MyLeNetMatStochNoceil', postfix='__k1_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 : 25.65 / 27.44
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Loss : 1.98 / 1.93
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Time: 22.87828525621444
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---------
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Epoch: 5
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Acc : 47.19 / 34.34
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Loss : 1.45 / 1.73
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Time: 136.54613589681685
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---------
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Epoch: 10
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Acc : 54.83 / 34.87
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Loss : 1.26 / 1.79
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Time: 250.1823681294918
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---------
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Epoch: 15
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Acc : 58.61 / 36.11
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Loss : 1.16 / 1.67
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Time: 364.1771142780781
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---------
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Epoch: 20
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Acc : 61.51 / 41.69
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Loss : 1.07 / 1.61
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Time: 477.91743985097855
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---------
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Epoch: 25
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Acc : 64.63 / 42.91
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Loss : 1.00 / 1.60
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Time: 591.6240369612351
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---------
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Epoch: 30
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Acc : 66.87 / 42.92
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Loss : 0.94 / 1.60
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Time: 705.5203553121537
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---------
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Epoch: 35
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Acc : 69.64 / 40.97
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Loss : 0.86 / 1.71
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Time: 819.437248964794
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---------
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Epoch: 40
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Acc : 71.34 / 45.05
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Loss : 0.82 / 1.57
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Time: 933.206932798028
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---------
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Epoch: 45
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Acc : 72.89 / 46.70
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Loss : 0.78 / 1.52
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Time: 1047.1215672474355
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---------
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Best Acc : 47.16
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Training time (min): 18.968624996906147
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k1_2.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k1_2 " saved !
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real 19m10.751s
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user 39m32.089s
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sys 5m24.696s
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