Heterogeneous Compute for AI Workloads
AI workloads need a heterogeneous compute architecture capable of dynamically allocating tasks across diverse processing units—including CPUs for control logic and general-purpose tasks, GPUs for high-throughput parallelism, and NPUs for dedicated neural network acceleration. This helps optimize performance and efficiency across deployment targets, ranging from edge devices and embedded systems to autonomous platforms and cloud-scale infrastructures.
Key AI Solutions from Edge to Cloud
The Arm compute platform provides the future-proof, trusted, and secure foundation for the evolution of AI. Our solutions are designed for AI everywhere, with a unique blend of performance, efficiency, and collaboration across our vast ecosystem.
Heterogeneous Computing Architecture
Arm provides the foundational architecture for next-generation, heterogeneous computing platforms, integrating CPUs, GPUs, NPUs, and system-level security to power intelligent, efficient, and secure devices.
Arm Compute Subsystems
Arm Compute Subsystems (CSS) combine Arm CPUs, GPUs, NPUs, and system IP to help partners accelerate custom silicon, streamline development, and accelerate AI innovation across diverse markets.
Arm Reference Design Platform
The Arm reference design platform is a pre-validated hardware and software solution that helps product developers accelerate and simplify the design of custom systems and devices.
Scale and Optimize AI Workloads
To scale the AI opportunity, developers need access to rapid AI deployment methods, together with optimal performance that best suits their specific workload.
Latest News and Resources
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Software AI Acceleration
Why Software is Crucial to Achieving AI’s Full Potential
How to choose the right open-source solutions to help accelerate generative AI and reduce the footprint of AI models.

Generative AI
Scale Generative AI With Flexibility and Speed
The race to scale new generative AI capabilities is creating both opportunities for innovation and challenges. Learn how to beat these challenges to deploy AI successfully everywhere.

Generative AI
The Role of Generative AI in Business Transformation
Explore how to leverage generative AI to fulfill its full potential and the role of Arm in leading this transformation.

AI Workloads
Guide to Understanding AI Inference on CPU
The demand for running AI workloads on the CPU is growing. Our helpful guide explores the benefits and considerations for CPU inference across a range of sectors.

AI Report for Enterprises
Arm AI Readiness Index
With AI adoption at 82% and only 5% to 10% of technology budgets allocated to AI, our comprehensive report uncovers the technology requirements, opportunities, and strategies for AI success.
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