microsoft / microsoft/onnxruntime

How to know what execution provides the models in zoo are runnable on?

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core runtime feature request
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Description

Discussed in https://github.com/microsoft/onnxruntime/discussions/11478

Originally posted by huangtianhua May 10, 2022
There are pre-trained models in onnx model zoo [https://github.com/onnx/models], and I found the CI of model zoo just to run update models on the default execution provider(CPU EP), then how to know what other execution providers than CPU the model are runnable on? I have proposed an issue on model zoo https://github.com/onnx/models/issues/523, thanks @jcwchen and point out maybe there is a plan something about adding a periodic CI job to check this? Hope we can discuss about this, thanks.

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First steps

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  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the linked discussion #11478 and ONNX Model Zoo issue #523, then inspect how the model zoo CI currently runs models with the CPU execution provider. Define how compatibility with other execution providers should be checked and reported; the work is done when users can identify which providers each model supports.

Written by the indexing model from the issue text.

Assessment

Domain
ci-cd, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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