(This is a draft).
Usability Improvement
- Improved the usability of examples and tutorials
Performance
Integrated MKLDNN for CPU training and inference acceleration
Bug-fixes
Fixed incorrect gradient of gather_nd (https://github.com/apache/incubator-mxnet/pull/9200)
Fixed image io for opencv3.3 (https://github.com/apache/incubator-mxnet/pull/8757)
New Features
Added support for standard SGD optimizer with momentum with `row_sparse` gradient.
- Added `sparse.dot(dense, csr)` operator
API Changes
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
- cub@:: Jul 31, 2017 :: Jul 31, 2017
- dlpack@: May 20, 2017 :: Oct 30, 2017
- dmlc-core@: December 14, 2017 :: Jan 10, 2017
- mshadow@: December 19, 2017 :: Jan 10, 2017
- nnvm@: Dec 9, 2017 :: Jan 10, 2017
- ps-lite@: Nov 21, 2017 :: Jan 2, 2017