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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/03/20 06:32:07 UTC

[GitHub] haojin2 opened a new pull request #10169: [MXNET-101] Support float16 in LeakyReLU operator

haojin2 opened a new pull request #10169: [MXNET-101] Support float16 in LeakyReLU operator
URL: https://github.com/apache/incubator-mxnet/pull/10169
 
 
   ## Description ##
   Add support for any datatype for Leaky ReLU operator, mentioned in issue #2302.
   
   ## Checklist ##
   ### Essentials ###
   Please feel free to remove inapplicable items for your PR.
   - [x] Changes are complete (i.e. I finished coding on this PR)
   - [ ] All changes have test coverage:
   - Unit tests are added for small changes to verify correctness (e.g. adding a new operator)
   - [x] Code is well-documented: 
   - For user-facing API changes, API doc string has been updated. 
   - For new C++ functions in header files, their functionalities and arguments are documented. 
   - For new examples, README.md is added to explain the what the example does, the source of the dataset, expected performance on test set and reference to the original paper if applicable
   - [x] To the my best knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change
   
   ### Changes ###
   - [x] Change LeakyReLU operator from only supporting real_t to supporting any datatype
   - [x] Add test coverage for "elu" activation type of LeakyReLU
   - [x] Add test coverage for "leaky" activation type of LeakyReLU
   - [x] Add test coverage for "prelu" activation type of LeakyReLU
   - [ ] Add test coverage for "rrelu" activation type of LeakyReLU
   
   ## Comments ##
   
   

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