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Add CI support for ONNX EP integrated with IREE for 30+ Models #339

@saienduri

Description

@saienduri

Gaurav and Vinayak have been working on integrating the IREE backend to onnxruntime, and they will have an initial implementation ready on 9/13. We want to test the 30 models that they have running through this branch on onnxruntime in SHARK-TestSuite nightly CI.

Main things required for this:

  • As we are currently working off a branch of onnx-runtime, would be nice to setup a nightly CI that builds this branch and generates a wheel for our nightly model testing to consume. But, as an initial setup, we can have one of the developers build and upload a wheel to azure storage and pull that in our nightly model CI for testing. Eventually, would be great to actually get this branch merged into onnx-runtime, so we don't have to do any maintenance :)

  • Incorporate running through the ONNX EP in the SHARK-TestSuite nightly CI and add reports for this backend to our e2eshark-reports repo (https://github.com/nod-ai/e2eshark-reports)

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