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='MyLeNetMatNormalNoceil', 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 : 36.99 / 46.90
|
|
Loss : 1.71 / 1.47
|
|
Time: 123.3850756874308
|
|
---------
|
|
|
|
Epoch: 5
|
|
Acc : 71.92 / 70.74
|
|
Loss : 0.81 / 0.84
|
|
Time: 740.4402446337044
|
|
---------
|
|
|
|
Epoch: 10
|
|
Acc : 79.88 / 76.11
|
|
Loss : 0.58 / 0.70
|
|
Time: 1357.5990120908245
|
|
---------
|
|
|
|
Epoch: 15
|
|
Acc : 84.43 / 80.63
|
|
Loss : 0.45 / 0.56
|
|
Time: 1975.4050657227635
|
|
---------
|
|
|
|
Epoch: 20
|
|
Acc : 88.04 / 80.34
|
|
Loss : 0.35 / 0.57
|
|
Time: 2593.1981341233477
|
|
---------
|
|
|
|
Epoch: 25
|
|
Acc : 91.30 / 82.08
|
|
Loss : 0.26 / 0.53
|
|
Time: 3211.109001107514
|
|
---------
|
|
|
|
Epoch: 30
|
|
Acc : 94.06 / 82.95
|
|
Loss : 0.19 / 0.51
|
|
Time: 3828.7535809641704
|
|
---------
|
|
|
|
Epoch: 35
|
|
Acc : 96.45 / 83.79
|
|
Loss : 0.13 / 0.50
|
|
Time: 4446.439873588271
|
|
---------
|
|
|
|
Epoch: 40
|
|
Acc : 98.28 / 84.44
|
|
Loss : 0.08 / 0.51
|
|
Time: 5064.219255410135
|
|
---------
|
|
|
|
Epoch: 45
|
|
Acc : 99.23 / 84.78
|
|
Loss : 0.06 / 0.51
|
|
Time: 5681.4778324710205
|
|
---------
|
|
Best Acc : 84.92
|
|
Training time (min): 102.92114744419231
|
|
Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k2_1.json " saved !
|
|
Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k2_1 " saved !
|
|
|
|
real 103m8.605s
|
|
user 98m5.937s
|
|
sys 33m32.017s
|