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  • MXNet crash when built with USE_GPERFTOOLS = 1 (#8968).
  • DevGuide.md in the 3rdparty submodule googletest licensed under CC-BY-2.5.
  • Incompatibility in the behavior of MXNet Convolution operator for certain unsupported use cases: Raises an exception when MKLDNN is enabled, fails silently when it is not.
  • MXNet convolution generates wrong results for 1-element strides (#10689).
  • Tutorial on fine-tuning an ONNX model fails when using cpu context.
  • CMake build ignores the USE_MKLDNN flag and doesn't build with MKLDNN support even with -DUSE_MKLDNN=1. To workaround the issue please see: #10801.
  • Linking the dmlc-core library fails with CMake build when building with USE_OPENMP=OFF. To workaround the issue, please use the updated CMakeLists in dmlc-core unit tests directory: dmlc/dmlc-core#396. You can also workaround the issue by using make instead of cmake when building with USE_OPENMP=OFF.
     

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@: Oct 30, 2017 :: Oct 30, 2017
  3. dmlc-core@: April 4, 2018 :: April 4, 2018
  4. mshadow@: May 1, 2018 :: May 1, 2018
  5. nnvm@: April 5, 2018 :: April 5, 2018
  6. ps-lite@: April 3, 2018 :: April 3, 2018