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Add relay implementation to fully support conv2d_transpose in relay backend #346

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merged 4 commits into from
Apr 28, 2020

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notoraptor
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This PR extracts code from #338 and adds supplementary code to fix conv2d_transpose in relay backend. It is currently implemented as a full relay graph and seems to correctly support all values for groups, dilations, and other parameters.

This PR needs relay operation dilate to be added in TVM backend. I made a PR for that: apache/tvm#5331

This way to do was more easy than changing all conv2d_transpose implementations in TVM backend. If everything is confirmed and all tests pass, I may work on hardcoding the relay graph implementation directly into TVM backend.

@breuleux @abergeron @fosterrath-mila

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All tests succeed!

@breuleux breuleux merged commit 81404fd into mila-iqia:master Apr 28, 2020
@notoraptor notoraptor deleted the relay-conv2d-transpose branch May 4, 2020 21:22
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