AI PC Development
Advances in AI-focused hardware and software enable AI on the PC. Seamlessly transition projects from early AI development on the PC
to cloud-based training to edge deployment. Learn what is required of AI workloads and what is available to get started today.
AI Acceleration in Every Processor
The Intel® Core™ Ultra processor accelerates AI on the PC by combining CPU, GPU, and NPU via a 3D performance hybrid architecture, together with high-bandwidth memory and cache.
GPUs accelerate throughput by parallelizing data-intensive computational AI tasks such as training deep neural networks. CPUs perform well on AI and machine learning tasks that require sequential data, complex branching, or low-latency inference. Neural processing units (NPUs) handle sustained workloads for power-efficient AI inference.
AI & Machine Learning Tools and Resources
To run efficiently with heterogeneous processing engines, software needs to be able to take advantage of the hardware architectures and instruction sets. Learn more about Intel’s AI software and hardware products, and explore offerings from the ecosystem. Keep up with the latest blog posts and events, and get support from community forums.
Intel® Distribution of OpenVINO™ Toolkit
This toolkit is for developers who need hardware customization options and support for multiple operating systems. Accelerate development of high-performance computer vision and deep learning inference into vision applications. Enable flexible AI model deployment across Intel CPUs, GPUs, and NPUs. This distribution includes tools to optimize models for efficient deployment, and a high-performance system for serving models.
Open Neural Network Exchange (ONNX) Model and ONNX Runtime*
Develop and deploy using ONNX Runtime*, DirectML, the Olive model optimization tool, and the OpenVINO Execution Provider—all optimized for Intel CPUs and GPUs.
Web Neural Network API (WebNN)
Use this specification to build and run neural network computational graphs, build portable AI models, and offer high-performance browser inferencing.
Resources to Get Started
AI Courses & Certifications
Intel offers training and resources to developers, data scientists, students, and professors. Take self-paced courses, attend live workshops, and watch webinars on topics from general AI to deep learning and inference.
AI PC Acceleration Program
The AI PC Acceleration Program connects independent hardware vendors (IHVs) and independent software vendors (ISVs) with Intel resources including AI toolchains, training, co-engineering, software optimization, hardware, design resources, technical expertise, comarketing, and sales opportunities.
System Recommendations
Depending on the complexity of AI models, developers need different system configurations. Check out Intel’s recommendations based on model size, performance, and system type.
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