Qualcomm AI Engine Direct - Fix MobilenetV3 and Stack Layout Transform

[winskuo-quic]

Summary

• Resolve Mainline Issue: help:An error occurs when exporting YOLOv9 to QNN format. #16616 (comment)
• Fix MobileNetV3 Accuracy Issue
• Support drawing pydot graph so we can draw LLM models. SVG will stuck when drawing LLM models.

Test plan

UT added.

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/16686

• 📄 Preview Python docs built from this PR

Note: Links to docs will display an error until the docs builds have been completed.

✅ No Failures

As of commit 220df29 with merge base af60367 ():
💚 Looks good so far! There are no failures yet. 💚

This comment was automatically generated by Dr. CI and updates every 15 minutes.

[github-actions]

This PR needs a release notes: label

If your change should be included in the release notes (i.e. would users of this library care about this change?), please use a label starting with release notes:. This helps us keep track and include your important work in the next release notes.

To add a label, you can comment to pytorchbot, for example
@pytorchbot label "release notes: none"

For more information, see
https://github.com/pytorch/pytorch/wiki/PyTorch-AutoLabel-Bot#why-categorize-for-release-notes-and-how-does-it-work.

[winskuo-quic]

Hi @cccclai, @Gasoonjia,

This PR is to:

• resolve community issue: help:An error occurs when exporting YOLOv9 to QNN format. #16616 (comment)
• Fix Mobile Net V3 accuracy issue.

Please have a look.
Thanks

[cccclai]

Thank you for the fix!

[Gasoonjia]

Thanks for your great work!

[mergennachin]

This is past the 1.1 branch cut, does it need to be cherry-picked? If so, please look at cherry-pick instructions at #16365

[winskuo-quic]

@pytorchbot cherry-pick --onto release/1.1 -c examples

[pytorch-bot]

❌ 🤖 pytorchbot command failed:

@pytorchbot cherry-pick: error: argument -c/--classification: invalid choice: 'examples' (choose from 'regression', 'critical', 'fixnewfeature', 'docs', 'release')

usage: @pytorchbot cherry-pick --onto ONTO [--fixes FIXES] -c
                               {regression,critical,fixnewfeature,docs,release}

Try @pytorchbot --help for more info.

[winskuo-quic]

@pytorchbot cherry-pick --onto release/1.1 -c regression

[pytorchbot]

Cherry picking #16686

The cherry pick PR is at #16819 and it is recommended to link a regression cherry pick PR with an issue. The following tracker issues are updated:

• [v1.1.0] Release Tracker #16365 (comment)

Details for Dev Infra team

Raised by workflow job