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='MyLeNetMatStochBUNoceil', postfix='__k1_2', res_folder='res/benchmark_NoCeil/', resume=False, scheduler='cosine', stoch=False, warmup_ep=5, warmup_mul=0)
|
|
==> Preparing data..
|
|
==> Building model..
|
|
==> Training model..
|
|
---------
|
|
|
|
Epoch: 0
|
|
Acc : 21.82 / 26.99
|
|
Loss : 2.06 / 1.88
|
|
Time: 23.74811160005629
|
|
---------
|
|
|
|
Epoch: 5
|
|
Acc : 39.08 / 38.52
|
|
Loss : 1.66 / 1.71
|
|
Time: 144.02691594604403
|
|
---------
|
|
|
|
Epoch: 10
|
|
Acc : 45.10 / 35.87
|
|
Loss : 1.51 / 1.83
|
|
Time: 264.6037198500708
|
|
---------
|
|
|
|
Epoch: 15
|
|
Acc : 48.87 / 38.52
|
|
Loss : 1.41 / 1.64
|
|
Time: 384.93165539298207
|
|
---------
|
|
|
|
Epoch: 20
|
|
Acc : 52.06 / 38.93
|
|
Loss : 1.33 / 1.64
|
|
Time: 506.40114451851696
|
|
---------
|
|
|
|
Epoch: 25
|
|
Acc : 55.01 / 39.44
|
|
Loss : 1.25 / 1.66
|
|
Time: 628.3252009730786
|
|
---------
|
|
|
|
Epoch: 30
|
|
Acc : 57.14 / 37.17
|
|
Loss : 1.19 / 1.69
|
|
Time: 748.4351985407993
|
|
---------
|
|
|
|
Epoch: 35
|
|
Acc : 59.74 / 42.78
|
|
Loss : 1.13 / 1.62
|
|
Time: 869.0831191660836
|
|
---------
|
|
|
|
Epoch: 40
|
|
Acc : 61.07 / 43.44
|
|
Loss : 1.09 / 1.58
|
|
Time: 989.6546215675771
|
|
---------
|
|
|
|
Epoch: 45
|
|
Acc : 63.31 / 43.17
|
|
Loss : 1.04 / 1.63
|
|
Time: 1112.0879259789363
|
|
---------
|
|
Best Acc : 46.04
|
|
Training time (min): 20.136301828424134
|
|
Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k1_2.json " saved !
|
|
Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k1_2 " saved !
|
|
|
|
real 20m20.589s
|
|
user 42m38.377s
|
|
sys 4m32.509s
|