microsoft / microsoft/WindowsAppSDK-Samples
[WinML] Debug break observed on QNN device (ARM64) w/ CppResnetDemo app
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Description
Steps
- Clone the repository onto a QNN device
- Use the AI Toolkit conversion flow to create a Qualcomm-compatible version of the SqueezeNet model
- Update the placeholder paths in the CppResnetDemo application to point to this model, and set a path for the compiled model
- F5 the application
Expected
The application runs without issue and the user gets back a set of ranked predictions for the input image
Actual
The application hits a debug break at the CreateTensorWithDataAsOrtValue API call.
(This issue also repro'd for me on the Experimental 1 WinML release, so it is not specific to the WinAppSDK implementation.)
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the CppResnetDemo application and reproduce the QNN ARM64 flow using the AI Toolkit-converted SqueezeNet model and the configured model paths. Investigate the debug break at CreateTensorWithDataAsOrtValue; done means the application runs without breaking and returns ranked predictions for the input image.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- desktop, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100