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_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 : 25.68 / 28.52
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Loss : 1.97 / 1.88
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Time: 22.80050491821021
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---------
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Epoch: 5
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Acc : 47.17 / 33.95
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Loss : 1.45 / 1.80
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Time: 136.88718870654702
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---------
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Epoch: 10
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Acc : 54.93 / 35.39
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Loss : 1.26 / 1.72
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Time: 250.9757927497849
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---------
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Epoch: 15
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Acc : 58.73 / 41.05
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Loss : 1.15 / 1.68
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Time: 364.77219730988145
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---------
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Epoch: 20
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Acc : 61.29 / 36.65
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Loss : 1.09 / 1.75
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Time: 478.69057740084827
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---------
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Epoch: 25
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Acc : 64.54 / 38.35
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Loss : 1.00 / 1.87
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Time: 592.9431653441861
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---------
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Epoch: 30
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Acc : 67.13 / 38.56
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Loss : 0.93 / 1.71
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Time: 707.10416641552
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---------
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Epoch: 35
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Acc : 69.71 / 42.13
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Loss : 0.86 / 1.68
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Time: 821.3001165790483
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---------
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Epoch: 40
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Acc : 71.33 / 42.99
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Loss : 0.81 / 1.67
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Time: 935.0861265612766
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---------
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Epoch: 45
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Acc : 72.50 / 44.22
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Loss : 0.78 / 1.64
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Time: 1049.0620342679322
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---------
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Best Acc : 46.14
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Training time (min): 18.99982411774496
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochNoceil-50epochs__k1_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochNoceil-50epochs__k1_1 " saved !
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real 19m12.168s
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user 40m45.219s
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sys 5m20.754s
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