Can you give experiment result of this code?
Woolseyyy opened this issue · 2 comments
Thank you for your work!
Can you give the result of experiment on MNIST to check?
Hi @Woolseyyy. My Repo is just a demo showing how to use Non-local Module (#31 (comment)), so maybe it works not significantly well on MNIST dataset.
My experiment result is shown as follow
(LR:0.001000) Time of a epoch:78.0753s
[Test] epoch[0/100] acc:98.5700% loss:0.0430(LR:0.001000) Time of a epoch:33.8620s
[Test] epoch[1/100] acc:99.0700% loss:0.0294(LR:0.001000) Time of a epoch:41.6577s
[Test] epoch[2/100] acc:99.2000% loss:0.0249(LR:0.001000) Time of a epoch:46.2476s
[Test] epoch[3/100] acc:98.7000% loss:0.0416(LR:0.001000) Time of a epoch:45.1013s
[Test] epoch[4/100] acc:98.9900% loss:0.0338(LR:0.001000) Time of a epoch:35.7351s
[Test] epoch[5/100] acc:99.0000% loss:0.0296(LR:0.001000) Time of a epoch:41.4202s
[Test] epoch[6/100] acc:99.4300% loss:0.0201(LR:0.001000) Time of a epoch:38.3029s
[Test] epoch[7/100] acc:99.4100% loss:0.0207(LR:0.001000) Time of a epoch:37.4420s
[Test] epoch[8/100] acc:99.1900% loss:0.0275(LR:0.001000) Time of a epoch:44.3929s
[Test] epoch[9/100] acc:99.2600% loss:0.0258(LR:0.001000) Time of a epoch:44.4165s
[Test] epoch[10/100] acc:99.1500% loss:0.0284(LR:0.001000) Time of a epoch:33.3943s
[Test] epoch[11/100] acc:99.3700% loss:0.0237
Thank you!