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From GitBox <...@apache.org>
Subject [GitHub] [incubator-tvm] t-vi opened a new pull request #5834: Improve type handling in PyTorch frontend
Date Wed, 17 Jun 2020 18:11:38 GMT

t-vi opened a new pull request #5834:
URL: https://github.com/apache/incubator-tvm/pull/5834


   - Use/check type information from graph for inputs if available.
   - Allow user to set default dtype (default to float32 for sanity and compatibility).
   - Implement type promotion to follow PyTorch mechanism. This includes fixing the handling
of many "Scalar" overloads in PyTorch binary ops.
   - Use dtype of input for consts.
   - Fix arange/linspace type semantics.
   - Added support for traced functions. (Because it really is about the "self" input handling.)
   


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