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=2, lr=0.05, net='MyLeNetMatStochBUNoceil', postfix='__k2_1', 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 : 23.02 / 28.97
|
|
Loss : 2.04 / 1.88
|
|
Time: 42.91845454927534
|
|
---------
|
|
|
|
Epoch: 5
|
|
Acc : 40.13 / 31.49
|
|
Loss : 1.63 / 1.85
|
|
Time: 257.2308983253315
|
|
---------
|
|
|
|
Epoch: 10
|
|
Acc : 47.02 / 41.68
|
|
Loss : 1.46 / 1.60
|
|
Time: 472.04093196988106
|
|
---------
|
|
|
|
Epoch: 15
|
|
Acc : 50.61 / 39.56
|
|
Loss : 1.37 / 1.65
|
|
Time: 686.8101648585871
|
|
---------
|
|
|
|
Epoch: 20
|
|
Acc : 53.33 / 38.19
|
|
Loss : 1.30 / 1.61
|
|
Time: 901.7532791886479
|
|
---------
|
|
|
|
Epoch: 25
|
|
Acc : 55.35 / 37.57
|
|
Loss : 1.24 / 1.67
|
|
Time: 1115.9920925060287
|
|
---------
|
|
|
|
Epoch: 30
|
|
Acc : 58.07 / 40.61
|
|
Loss : 1.17 / 1.58
|
|
Time: 1330.7566032465547
|
|
---------
|
|
|
|
Epoch: 35
|
|
Acc : 60.48 / 42.13
|
|
Loss : 1.11 / 1.58
|
|
Time: 1545.4550960762426
|
|
---------
|
|
|
|
Epoch: 40
|
|
Acc : 62.28 / 41.08
|
|
Loss : 1.06 / 1.68
|
|
Time: 1760.2057344606146
|
|
---------
|
|
|
|
Epoch: 45
|
|
Acc : 63.52 / 43.85
|
|
Loss : 1.02 / 1.59
|
|
Time: 1975.1974748587236
|
|
---------
|
|
Best Acc : 46.05
|
|
Training time (min): 35.78298388926002
|
|
Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k2_1.json " saved !
|
|
Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k2_1 " saved !
|
|
|
|
real 35m59.647s
|
|
user 52m30.243s
|
|
sys 10m6.934s
|