Qualcomm AI Hub Integration and Launcher Compatibility Fixes

🚀 New Features

Qualcomm AI Hub Integration

• PyNetsPresso now supports integration with Qualcomm AI Hub.
• Users can connect and deploy models directly to the hub, enabling seamless collaboration and deployment for Qualcomm-based workflows.

QAI-Hub SDK Update

• Upgraded qai-hub version from 0.21.0 to 0.24.0, ensuring compatibility with the latest Qualcomm AI toolchain.

Documentation Updates

• Added and updated guides for Qualcomm AI Hub usage within PyNetsPresso.
• Updated documentation dependencies to include TensorFlow 2.8.0 and fixed version-related inconsistencies.

🐞 Bug Fixes

• Rolled back launcher URI prefix from v3 to v2 to restore compatibility with existing environments.
• Fixed an issue in the benchmark environment schema that caused incorrect validation during profiling runs.

🧠 Why these matter

• These updates expand PyNetsPresso’s deployment capabilities to the Qualcomm ecosystem, enabling broader hardware support.
• The launcher rollback ensures backward compatibility with production environments using v2 APIs.
• Documentation and dependency fixes ensure a smoother onboarding and build process across diverse environments.