Qualcomm AI Hub
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About
Qualcomm AI Hub is a platform for deploying AI models on various devices. It supports model compilation and optimization, profiling on physical devices, and on-device deployment. The platform collaborates with various model makers, cloud providers, and runtimes to offer a comprehensive ecosystem. Users can bring their own models and data or use pre-built models from the platform's partners. The platform provides performance metrics to help optimize AI models for specific devices. It's particularly useful for deploying AI on mobile, compute, automotive and IoT devices.
Platform
Task
Features
• model profiling on physical devices
• model compilation and optimization for on-device deployment
• collaboration with model makers (e.g., mistral ai, tech mahindra, preferred networks, ibm watsonx, g42, zhipu)
• integration with runtimes (e.g., onnx runtime, litert)
• integration with cloud providers (e.g., amazon sagemaker)
• support for various chipsets (e.g., snapdragon 8 elite)
• on-device model deployment
• performance metrics (compute unit, latency, memory)
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