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• Inception-V3 model can be converted into CoreML format using the converter but is unable to run on Xcode.
• The Source Headers and License Files, NOTICE File, README.md, NEWS.md and CONTRIBUTORS.md have minor errors. 
• Shape inference pass may fail as a result of the overstrict assumption that all the unknown shapes of the forward inputs can be deduced after the first forward inference pass. Users will see the following error message: “Backward shape inconsistent with the forward shape”. In order to prevent that, users can deduce the shape and provide it as an attribute for the symbolic variable. See this pull request for more details.

How to build MXNet

Please follow the instructions at https://mxnet.incubator.apache.org/get_started/install.html except do not clone the git repo and rather use the tarball provided at https://github.com/apache/incubator-mxnet/releases .

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