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(This is a draft).

Usability Improvement

  • Improved the usability of examples and tutorials

Performance

  • Integrated MKLDNN for CPU training and inference acceleration 

Bug-fixes

 

New Features

  • Added support for standard SGD optimizer with momentum with `row_sparse` gradient. 

  • Added `sparse.dot(dense, csr)` operator 

API Changes

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Known Issues

  •  

 

How to build MXNet

Please follow the instructions at https://mxnet.incubator.apache.org/install/index.html

List of submodules used by Apache MXNet (Incubating) and when they were updated last

Submodule:: Last updated by MXNet:: Last update in submodule

  1. cub@:: Jul 31, 2017 :: Jul 31, 2017
  2. dlpack@: May 20, 2017 :: Oct 30, 2017
  3. dmlc-core@: December 14, 2017 :: Jan 10, 2017
  4. mshadow@: December 19, 2017 :: Jan 10, 2017
  5. nnvm@: Dec 9, 2017 :: Jan 10, 2017
  6. ps-lite@: Nov 21, 2017 :: Jan 2, 2017
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