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=4, lr=0.05, net='MyLeNetMatStochBUNoceil', postfix='__k4_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 : 22.37 / 26.51
|
|
Loss : 2.07 / 1.96
|
|
Time: 108.77128831204027
|
|
---------
|
|
|
|
Epoch: 5
|
|
Acc : 40.45 / 37.46
|
|
Loss : 1.63 / 1.71
|
|
Time: 650.9957964411005
|
|
---------
|
|
|
|
Epoch: 10
|
|
Acc : 46.97 / 42.16
|
|
Loss : 1.46 / 1.63
|
|
Time: 1196.1481666192412
|
|
---------
|
|
|
|
Epoch: 15
|
|
Acc : 50.84 / 40.25
|
|
Loss : 1.37 / 1.64
|
|
Time: 1738.2220820374787
|
|
---------
|
|
|
|
Epoch: 20
|
|
Acc : 54.10 / 40.06
|
|
Loss : 1.28 / 1.63
|
|
Time: 2281.5323149422184
|
|
---------
|
|
|
|
Epoch: 25
|
|
Acc : 56.00 / 38.17
|
|
Loss : 1.23 / 1.71
|
|
Time: 2825.1198084335774
|
|
---------
|
|
|
|
Epoch: 30
|
|
Acc : 58.56 / 41.46
|
|
Loss : 1.16 / 1.54
|
|
Time: 3369.311863881536
|
|
---------
|
|
|
|
Epoch: 35
|
|
Acc : 61.36 / 41.71
|
|
Loss : 1.09 / 1.60
|
|
Time: 3912.360254479572
|
|
---------
|
|
|
|
Epoch: 40
|
|
Acc : 63.18 / 45.78
|
|
Loss : 1.04 / 1.53
|
|
Time: 4456.764227654785
|
|
---------
|
|
|
|
Epoch: 45
|
|
Acc : 63.95 / 43.66
|
|
Loss : 1.02 / 1.67
|
|
Time: 4999.635746097192
|
|
---------
|
|
Best Acc : 45.90
|
|
Training time (min): 90.55816794208562
|
|
Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k4_1.json " saved !
|
|
Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k4_1 " saved !
|
|
|
|
real 90m46.566s
|
|
user 91m1.517s
|
|
sys 28m30.486s
|