Qualcomm AI Engine Direct - Check the version QNN API and backend API

[shewu-quic]

Summary:

QNN API version format is major.minor.patch.

• If major given by the user does not match the built major, it will return and show error message.
• If minor does not match, it will show warning message.

Scenarios

User QNN API Version	Build QNN API Version	Log Output
2.17.0	2.15.0	[WARNING] [Qnn ExecuTorch]: Qnn backend library version 2.17.0 is used. The version is tested against 2.15.0.
2.14.0	2.15.0	[WARNING] [Qnn ExecuTorch]: Qnn backend library version 2.14.0 is mismatched. The minimum supported version is 2.15.0. Please make sure you have the correct backend library version.

User QNN HTP Version	Build QNN HTP Version	Log Output
5.24.0	5.22.0	[WARNING] [Qnn ExecuTorch]: Backend kHtpBackend library version 5.24.0 is used. The version is tested against 5.22.0.
5.20.0	5.22.0	[WARNING] [Qnn ExecuTorch]: Backend kHtpBackend library version 5.20.0 is mismatched. The minimum supported version is 5.22.0. Please make sure you have the correct backend library version.

Author: yuyazhua

[pytorch-bot]

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/4998

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[shewu-quic]

Hi @cccclai,
The PR is to check the qnn sdk version given by the user and the built qnn sdk version.
Could you help to take a look?

Thanks!

[cccclai]

This is super helpful. Thanks!