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=3, lr=0.05, net='MyLeNetMatStochBUNoceil', postfix='__k3_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 : 22.47 / 28.87
|
|
Loss : 2.07 / 1.87
|
|
Time: 73.43172709643841
|
|
---------
|
|
|
|
Epoch: 5
|
|
Acc : 40.79 / 36.61
|
|
Loss : 1.62 / 1.77
|
|
Time: 440.08674016874284
|
|
---------
|
|
|
|
Epoch: 10
|
|
Acc : 46.63 / 31.72
|
|
Loss : 1.48 / 1.78
|
|
Time: 805.6908490704373
|
|
---------
|
|
|
|
Epoch: 15
|
|
Acc : 50.33 / 36.32
|
|
Loss : 1.38 / 1.65
|
|
Time: 1171.5075644087046
|
|
---------
|
|
|
|
Epoch: 20
|
|
Acc : 53.78 / 35.36
|
|
Loss : 1.28 / 1.70
|
|
Time: 1537.8829597318545
|
|
---------
|
|
|
|
Epoch: 25
|
|
Acc : 55.99 / 40.15
|
|
Loss : 1.22 / 1.60
|
|
Time: 1903.7469382034615
|
|
---------
|
|
|
|
Epoch: 30
|
|
Acc : 58.90 / 46.06
|
|
Loss : 1.15 / 1.45
|
|
Time: 2269.2510411664844
|
|
---------
|
|
|
|
Epoch: 35
|
|
Acc : 61.37 / 41.17
|
|
Loss : 1.09 / 1.70
|
|
Time: 2634.5049549862742
|
|
---------
|
|
|
|
Epoch: 40
|
|
Acc : 62.56 / 41.62
|
|
Loss : 1.05 / 1.69
|
|
Time: 2999.9693449428305
|
|
---------
|
|
|
|
Epoch: 45
|
|
Acc : 64.12 / 44.62
|
|
Loss : 1.01 / 1.56
|
|
Time: 3365.504422593862
|
|
---------
|
|
Best Acc : 47.18
|
|
Training time (min): 60.982219754951075
|
|
Log :" res/benchmark_NoCeil/log/MyLeNetMatStochBUNoceil-50epochs__k3_2.json " saved !
|
|
Plot :" res/benchmark_NoCeil/MyLeNetMatStochBUNoceil-50epochs__k3_2 " saved !
|
|
|
|
real 61m11.800s
|
|
user 71m34.006s
|
|
sys 17m52.119s
|