Accelerating AI Everywhere—From Cloud to Edge


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The Arm CPU already provides the foundation for accelerated AI globally. The combination of Arm’s pervasiveness, performance at scale, energy-efficiency, security, and developer flexibility, means the number of AI-enabled chips shipped each quarter is increasing exponentially.

Our success is due to the unstoppable innovation on the Arm architecture. We have been continually enhancing the vector arithmetic of our architecture for more than two decades, increasing this investment in the last few years with architecture features that can accelerate AI innovation even further.

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Extensive Ecosystem​

Arm’s extensive AI ecosystem accelerates time to market and redefines application portability for AI solutions​.
Scalable AI Solutions​

Arm delivers performance, scalability and extended configurability to simplify the deployment of AI across all markets​.
Open Tools

Leverage Arm’s global developer community to develop opensource industry standard tools for AI that eliminate lock-in and lower cost.

AI and Machine Learning​

The most common subset of AI is machine learning. Maximize more computing power for machine learning with resources on:

  • The features and benefits of Arm's AI Platform
  • How Arm can assist you in building the next generation of innovative, portable AI apps
  • How to select the best Arm CPU processor for your project
  • Arm's CPU, GPU and NPU products
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Arm’s Heterogeneous Solutions Offer a Path to Customization

We know that developers target 70% of AI workloads in third-party applications in the smartphone space on the Arm CPUs, as it’s flexible, ubiquitous, and portable. But there are some workloads that benefit from an heterogenous AI approach, which implements accelerators such as GPUs and NPUs.

Arm’s heterogenous AI encourages customization, choice and flexibility whether you’re integrating with Arm’s GPUs (such as Arm Mali and Arm Immortalis), Arm Ethos NPUs, or partner solutions (such as NVIDIA’s Grace Hopper and Grace Blackwell), so you can seamlessly complement our CPUs to achieve accelerated ML.

Arm technology is crucial to enabling AI to happen everywhere.



Customer Stories for AI Everywhere

Discover how our partners are driving innovation across the breadth of AI use cases from cloud to edge, and why they trust Arm and our vast ecosystem to help them deliver on future inference requirements.

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Industry Solutions: AI-Driven Innovation

Smart Vision

Arm is at the forefront of innovation for smart vision devices. We provide specialized and intelligent processing capabilities, combined with standardized, secure software to accelerate development.

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KleidiAI Brings AI Performance Uplifts to MediaPipe

By integrating KleidiAI into the MediaPipe AI framework, we have seen 30 percent performance improvements. Learn more about this integration and how we are enabling developers to move fast and extract maximum AI performance for their applications.

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AI is the biggest technology revolution of our time. Arm’s energy efficient foundations and pervasive footprint from cloud to edge, make us the AI platform the world can rely on, both today and in the future.

As new AI applications emerge daily across all markets, from the edge to AI-first data centers, Arm is already the trusted foundation to help the ecosystem tackle AI compute challenges while enabling the developer ecosystem to deploy at pace.

AI-Ready Product Families

Arm’s highly versatile and scalable AI-optimized platform architecture leverages CPUs, GPUs, and NPUs to run machine learning workloads across all devices with the highest performance and greatest efficiency.

cpu

Cortex CPUs

Arm CPUs are the leading machine learning processor on the market today, with 85 percent of premium smartphones running ML on the Arm CPU or a CPU/GPU combination. Arm CPUs are best-in-class for energy efficiency, and we're continuously developing new features to stay ahead of power and performance demands.

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npu

Ethos NPUs

Arm Ethos NPU processors deliver maximum performance, power and area efficiency for ML inference from cloud to edge to endpoint. Ethos’ optimized design enables new features, enhances user experiences, and delivers innovative applications for market segments including mobile, IoT, embedded, automotive, and infrastructure.

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gpu

Mali GPUs

For graphics-intense machine learning workloads, Arm GPUs deliver first-rate performance. Mali GPUs with ML extensions and high floating-point throughput provide high performance across a variety of entertainment experiences, including visual enhancements to gaming, images and video, while enabling longer battery life.

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Arm Tech Talks

This series of talks brings you best practices and the latest trends and technologies from across the Arm ecosystem.
Covering the latest cutting-edge AI research, real-world use cases, code examples, workshops, demos, and more.

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AI​ Resource Spotlight

The Future of ML Shifts to the Edge

In just a few short years, ML technology has become a reality for endpoint devices. Arm, with support from AWS, Raspberry Pi, Arduino, the tinyML Foundation, and Edge Impulse, set out to gauge the current state of tinyML development, what’s worked and what remains a challenge.

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On-Device Generative AI

The arrival of sophisticated Generative AI models has sparked a new wave of innovation, and offer an opportunity for technology step change.

Arm’s compute platform offers the efficient and highest-performing capabilities, which enable GenAI to run on phones, PCs and datacenters.


A New Horizon: Expanding the AI Landscape

Find out how organizations are using AI to drive business and improve processes in the new MIT Technology Review Report.

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Talk with an Expert

With so many applications for artificial intelligence emerging, it can be difficult to know where to start. Talk with an Arm expert about the right solution for your AI project.

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Solutions for Ever-Evolving Inference Demands