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=3, lr=0.05, net='MyLeNetMatStochNoceil', postfix='__k3_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 : 25.43 / 30.27
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Loss : 1.98 / 1.86
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Time: 88.86627784278244
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---------
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Epoch: 5
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Acc : 48.91 / 32.66
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Loss : 1.41 / 1.83
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Time: 533.099832713604
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---------
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Epoch: 10
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Acc : 56.05 / 37.94
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Loss : 1.23 / 1.67
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Time: 977.4172119349241
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---------
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Epoch: 15
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Acc : 60.28 / 38.37
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Loss : 1.11 / 1.70
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Time: 1421.747462933883
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---------
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Epoch: 20
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Acc : 63.74 / 37.67
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Loss : 1.02 / 1.68
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Time: 1866.0527866259217
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---------
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Epoch: 25
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Acc : 66.02 / 38.42
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Loss : 0.96 / 1.74
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Time: 2310.4425071775913
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---------
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Epoch: 30
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Acc : 69.11 / 41.55
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Loss : 0.88 / 1.64
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Time: 2755.050319542177
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---------
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Epoch: 35
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Acc : 71.41 / 46.73
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Loss : 0.82 / 1.52
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Time: 3199.463610848412
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---------
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Epoch: 40
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Acc : 73.18 / 43.02
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Loss : 0.76 / 1.65
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Time: 3643.856560504064
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---------
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Epoch: 45
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Acc : 74.14 / 45.88
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Loss : 0.74 / 1.58
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Time: 4088.410287500359
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---------
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Best Acc : 47.19
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Training time (min): 74.06591026883883
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k3_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k3_1 " saved !
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real 74m18.154s
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user 77m19.376s
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sys 24m31.717s
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