mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
synced 2025-05-06 02:30:46 +02:00
74 lines
1.4 KiB
Text
74 lines
1.4 KiB
Text
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Namespace(batch=128, dataset='CIFAR10', epochs=50, k=1, lr=0.05, net='MyLeNetMatStochBUNoceil', 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 : 22.40 / 33.33
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Loss : 2.07 / 1.88
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Time: 23.69926338084042
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---------
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Epoch: 5
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Acc : 39.01 / 32.53
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Loss : 1.66 / 1.82
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Time: 142.7658422710374
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---------
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Epoch: 10
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Acc : 45.48 / 38.35
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Loss : 1.49 / 1.62
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Time: 260.89411601331085
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---------
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Epoch: 15
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Acc : 48.70 / 35.44
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Loss : 1.41 / 1.69
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Time: 379.99177754390985
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---------
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Epoch: 20
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Acc : 52.10 / 38.83
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Loss : 1.33 / 1.69
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Time: 497.3336850358173
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---------
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Epoch: 25
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Acc : 54.84 / 42.42
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Loss : 1.26 / 1.55
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Time: 616.1871792878956
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---------
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Epoch: 30
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Acc : 57.42 / 40.18
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Loss : 1.19 / 1.60
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Time: 734.6347392667085
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---------
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Epoch: 35
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Acc : 60.00 / 43.08
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Loss : 1.12 / 1.55
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Time: 852.3725217897445
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---------
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Epoch: 40
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Acc : 61.69 / 43.45
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Loss : 1.07 / 1.55
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Time: 971.9417355190963
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---------
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Epoch: 45
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Acc : 62.51 / 45.85
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Loss : 1.05 / 1.53
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Time: 1090.8980515552685
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---------
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Best Acc : 46.76
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Training time (min): 19.73898232462816
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Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k1_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k1_1 " saved !
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real 19m56.378s
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user 41m16.163s
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sys 4m49.607s
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