# Qualcomm^®^ AI Stack The Qualcomm AI Stack consists of hardware accelerators, the AI Engine, and AI SDKs to harness the power of Qualcomm hardware. > > > 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## Applications AI applications are on the top of the Qualcomm AI Stack and define AI use cases containing one or more pretrained AI models. ## Framework converters The Qualcomm AI Stack gives developers the flexibility to use the AI framework that’s best suited to their needs. It supports a wide variety of open-source AI stacks like ONNX, PyTorch, TensorFlow, LiteRT, Keras, and others. The selection of an AI framework depends on several factors, such as developer preferences, the programming language for the end application, and the framework used for model development. Additional factors include requirements related to portability, memory, performance. ## AI model catalog Pre-optimized GenAI/traditional models which are tailor-made for Snapdragon X and X2 platforms can be found from Microsoft AI Toolkit VS Code Plugin, Microsoft Foundry local, and the Qualcomm AI Hub. ## AI runtime frameworks The runtime frameworks provide developers with choices to meet their demands. The Qualcomm AI Engine Direct (QNN) path allows developers to create high-performance AI applications while the ONNX Runtime (ORT) path provides scalability. > > > - **Qualcomm** ^®^ **AI Engine Direct (also referred to as QNN)** > > > > > > > > > - Unified APIs offer extensive customization and are designed to enhance the performance of AI models across various AI accelerator cores using distinct libraries. They enable direct targeting of specific accelerator cores or the delegation of tasks from widely-used runtimes such as the Qualcomm® Neural Processing Engine SDK, LiteRT, and ONNX Runtime. Currently, the API allows access to the CPU and Qualcomm® Hexagon Tensor Processor hardware for unquantized and quantized models. The low-level SDK grants expanded functionality and superior debugging capabilities. > - **Windows ML** > > > > > > > > > - Windows Machine Learning (Windows ML) is a platform and runtime within Windows that enables developers to bring their own machine learning models and deploy them on Windows devices. It allows for efficient on-device model inference across various hardware including CPUs, GPUs, and NPUs. WinML aims to simplify the deployment of AI-powered applications on Windows and is the foundation for Microsoft’s Windows AI Foundry. > - **ONNX Runtime (ORT)** > > > > > > > > > - ONNX Runtime is a cross-platform machine-learning model accelerator, with a flexible interface to integrate hardware-specific libraries. ONNX Runtime can be used with models from PyTorch, TensorFlow/Keras, LiteRT, scikit-learn, and other frameworks. ## AI engine On Snapdragon X and X2 platforms, AI workloads can be accelerated on multiple hardware cores. - **Qualcomm Oryon™ CPU** > > > - Best-in-class CPU with high performance and remarkable power efficiency. Qualcomm Oryon optimizes demanding workloads and features Dual-Core Boost for incredibly fast responsiveness. - **Qualcomm Hexagon™ NPU** > > > - Suitable to execute AI workloads with low-power and high-performance. For optimized performance, pretrained models can be quantized to a supported precision. - **Qualcomm Adreno™ GPU** > > > - Suitable to execute AI workloads with medium-power and medium-performance. AI workloads are accelerated with OpenCL kernels. The GPU can also be used to accelerate model pre/postprocessing. ## Additional information [Introduction to On-Device AI](https://www.deeplearning.ai/short-courses/introduction-to-on-device-ai/) ![devhw](data:image/png;base64,UklGRt4AAABXRUJQVlA4TNIAAAAvD8ADED/BoG0jSe5SXP5I7gkNRG3byLnX4Tn+2K4I2raNw5/iqPxlEwBAGlwuj8BNBPpnsblrANx3P36s+DHQIcQ0dmEfEGPc8WEcCCcO/M2hXv3rDJTcHCTB1es7l9P2UoywA2a3jSW/pp77EhxGkq1E8zjH3R3e/fxjREOI6P8EcH+lqu/oTK/6kS+YwlHVAMjkP0ErP1UNIZZmnsB32Y2lZjNPO7HUUA1HkVWz73lAIiWM6WaegFcHzNOJ3bv89WhdNu1TDx/txhT2np2bzWU=) Last Published: Oct 23, 2026 [Previous Topic AI App Development](https://docs.qualcomm.com/bundle/publicresource/80-62010-1/topics/ai-app-development.md) [Next Topic Developer Workflow](https://docs.qualcomm.com/bundle/publicresource/80-62010-1/topics/ai-dev-workflow.md)