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

[SYSTEMML-540] Updated Keras2DML to match Keras API and improved rmvar performance #859

Closed
wants to merge 15 commits into from

Conversation

niketanpansare
Copy link
Contributor

  • Improved performance of rmvar by refactoring LocalVariableMap. With this change, the performance of a sample run of ResNet-200 improved from 55 seconds to 31 seconds.
  • The parameters batch_size, max_iter, test_iter, test_interval, display of Keras2DML constructor is removed. Instead, batch_size, epochs, validation_split, validation_data parameters of fit() method.
  • Updated the Caffe2DML generator to include the above parameters.
  • Updated the documentation.

@asfgit asfgit closed this in 8857b89 Mar 27, 2019
asfgit pushed a commit that referenced this pull request Mar 27, 2019
…r performance

- Improved performance of rmvar by refactoring LocalVariableMap. With this change, the end-to-end performance of a sample run of ResNet-200 improved from 55 seconds to 31 seconds.
- The parameters batch_size, max_iter, test_iter, test_interval, display of Keras2DML constructor is removed. Instead, batch_size, epochs, validation_split, validation_data parameters of fit() method.
- Updated the Caffe2DML generator to include the above parameters.
- Updated the documentation.

Closes #859.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
1 participant