mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
synced 2025-05-03 17:20:45 +02:00
73 lines
1.3 KiB
Text
73 lines
1.3 KiB
Text
Namespace(batch=128, dataset='CIFAR10', epochs=10, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='_noCrop_k3', res_folder='res/', resume=False, scheduler='cosine', stoch=False, warmup_ep=5, warmup_mul=0)
|
|
==> Preparing data..
|
|
==> Building model..
|
|
==> Training model..
|
|
---------
|
|
|
|
Epoch: 0
|
|
Acc : 35.84 / 47.42
|
|
Loss : 1.73 / 1.45
|
|
Time: 247.71314711589366
|
|
---------
|
|
|
|
Epoch: 1
|
|
Acc : 53.34 / 60.40
|
|
Loss : 1.30 / 1.14
|
|
Time: 495.9195477189496
|
|
---------
|
|
|
|
Epoch: 2
|
|
Acc : 60.44 / 60.80
|
|
Loss : 1.11 / 1.08
|
|
Time: 743.7779585365206
|
|
---------
|
|
|
|
Epoch: 3
|
|
Acc : 65.48 / 65.42
|
|
Loss : 0.98 / 0.98
|
|
Time: 991.7510572513565
|
|
---------
|
|
|
|
Epoch: 4
|
|
Acc : 69.41 / 69.60
|
|
Loss : 0.87 / 0.86
|
|
Time: 1239.6623603589833
|
|
---------
|
|
|
|
Epoch: 5
|
|
Acc : 72.88 / 71.52
|
|
Loss : 0.78 / 0.80
|
|
Time: 1487.751311905682
|
|
---------
|
|
|
|
Epoch: 6
|
|
Acc : 75.24 / 73.46
|
|
Loss : 0.71 / 0.76
|
|
Time: 1735.6824928615242
|
|
---------
|
|
|
|
Epoch: 7
|
|
Acc : 77.73 / 74.89
|
|
Loss : 0.64 / 0.72
|
|
Time: 1983.8558715265244
|
|
---------
|
|
|
|
Epoch: 8
|
|
Acc : 79.20 / 77.12
|
|
Loss : 0.60 / 0.66
|
|
Time: 2231.74981981609
|
|
---------
|
|
|
|
Epoch: 9
|
|
Acc : 80.25 / 77.54
|
|
Loss : 0.57 / 0.65
|
|
Time: 2479.908313873224
|
|
---------
|
|
Best Acc : 77.54
|
|
Training time (min): 41.33180533062356
|
|
Log :" res/log/MyLeNetMatNormalNoceil-10epochs_noCrop_k3.json " saved !
|
|
Plot :" res/MyLeNetMatNormalNoceil-10epochs_noCrop_k3 " saved !
|
|
|
|
real 41m40.414s
|
|
user 32m50.590s
|
|
sys 14m15.666s
|