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[v1.x] ONNX export support for multiple input data types #19796

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merged 17 commits into from Mar 7, 2021

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waytrue17
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@waytrue17 waytrue17 commented Jan 27, 2021

Description

Currently ONNX export does not support multiple input data types. It masks the first input's data type to all other input nodes. This PR enables multiple input data types, which benefits operators like where and dequantize.

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Essentials

  • PR's title starts with a category (e.g. [BUGFIX], [MODEL], [TUTORIAL], [FEATURE], [DOC], etc)
  • Changes are complete (i.e. I finished coding on this PR)
  • All changes have test coverage
  • Code is well-documented

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  • Feature1, tests, (and when applicable, API doc)
  • Feature2, tests, (and when applicable, API doc)

Comments

  • If this change is a backward incompatible change, why must this change be made.
  • Interesting edge cases to note here

@waytrue17 waytrue17 requested a review from szha as a code owner January 27, 2021 04:32
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@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test pr-work-in-progress PR is still work in progress and removed pr-awaiting-testing PR is reviewed and waiting CI build and test pr-work-in-progress PR is still work in progress labels Jan 27, 2021
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@mxnet-bot run ci [sanity]

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Jenkins CI successfully triggered : [sanity]

@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test pr-work-in-progress PR is still work in progress and removed pr-work-in-progress PR is still work in progress pr-awaiting-testing PR is reviewed and waiting CI build and test labels Jan 27, 2021
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@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test pr-work-in-progress PR is still work in progress and removed pr-work-in-progress PR is still work in progress pr-awaiting-testing PR is reviewed and waiting CI build and test labels Mar 5, 2021
@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test pr-awaiting-review PR is waiting for code review and removed pr-work-in-progress PR is still work in progress pr-awaiting-testing PR is reviewed and waiting CI build and test labels Mar 6, 2021
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LGTM!

@Zha0q1 Zha0q1 merged commit b14aae2 into apache:v1.x Mar 7, 2021
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5 participants