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Posted to commits@mxnet.apache.org by gi...@git.apache.org on 2017/08/15 14:24:31 UTC

[GitHub] jeremiedb opened a new pull request #7476: R-package RNN refactor

jeremiedb opened a new pull request #7476: R-package RNN refactor
URL: https://github.com/apache/incubator-mxnet/pull/7476
 
 
   New to pull with corrected submodules. 
   
   Related to #5488, this is to provide a more flexible and efficient framework to run RNN within the R-package. 
   
   ! This pull does brake the current RNN API - better to renamed files/function to maintain legacy support? 
    
   - Built around `mx.symbol.RNN`
   - Support bucketing and masking through: `mx.io.bucket.iter.R`
   - Support multi-device training, single instance inference. 
   - Only support seq-to-one at the moment but inference on one-to-one should be added shortly
   - Requires to run with CUDA until `mx.symbol.RNN` gets a CPU support
   
   End to end tutorial can be seen [here](https://github.com/jeremiedb/mxnet_R_bucketing). Will be finalized in a blog post when one-to-one inference suport is completed. 
   
   @thirdwing 
 
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