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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2017/12/02 00:11:28 UTC

[GitHub] ashokei opened a new pull request #8918: Added in Large-Batch SGD with a warmup, and a LARS startegy. Also add?

ashokei opened a new pull request #8918: Added in Large-Batch SGD with a warmup, and a LARS startegy. Also add?
URL: https://github.com/apache/incubator-mxnet/pull/8918
 
 
   Large-Batch SGD with a warmup, and a LARS strategy. 
   
   ## Description ##
   Added in Large-Batch SGD with a warmup, and a LARS strategy. Also added in a Polynomial Decay learning rate scheduler. Modified the example image fit code to allow these options to be selectable.
   
   ## Checklist ##
   ### Essentials ###
   - [x ] Passed code style checking (`make lint`)
   - [x ] Changes are complete (i.e. I finished coding on this PR)
   - [x ] All changes have test coverage
   - [ ] For user-facing API changes, API doc string has been updated. For new C++ functions in header files, their functionalities and arguments are well-documented. 
   - [x ] To my best knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change
   
   ### Changes ###
   - Added in Large-Batch SGD with a warmup, and a LARS strategy. Also added in a Polynomial Decay learning rate scheduler. Modified the example image fit code to allow these options to be selectable.
   
   ## Comments ##
   - If this change is a backward incompatible change, why must this change be made.
   - Interesting edge cases to note here
   

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