Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

source code #1

Open
lyc6749 opened this issue Nov 6, 2018 · 3 comments
Open

source code #1

lyc6749 opened this issue Nov 6, 2018 · 3 comments

Comments

@lyc6749
Copy link

lyc6749 commented Nov 6, 2018

can you provide some source code for the step of getting the first model for each step size and iteration?

@fmcp
Copy link
Owner

fmcp commented Nov 7, 2018

Hi, for the first steps (without incremental learning), I used this code: https://github.com/zhanghang1989/ResNet-Matconvnet

@lyc6749
Copy link
Author

lyc6749 commented Nov 28, 2018

when I use the learning rate 0.01 (80 epoch), 0.001 (80 epochs), 0.0001 (40 epochs) to train the first imdb of batch20 on cifar,I can not gain the same accuracy as you.

@fmcp
Copy link
Owner

fmcp commented Nov 29, 2018

I run 100 epochs using the learning rate commented on the paper (and included in the code for the incremental steps).

Don’t forget to include the L2 loss and random noise to the gradients.

@fmcp fmcp mentioned this issue Nov 29, 2018
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants