Arm is Powering Innovation through Artificial Intelligence
AI is empowering change, driving innovation, and creating exciting new possibilities. Arm is forging a path to the future with solutions designed to support the rapid development of AI. Arm combines the hardware, software, tools, and strategic partners you need to accelerate development. We provide everything you need to deliver a new generation of ideas and products.
Arm’s extensive AI ecosystem accelerates time to market and redefines application portability for AI solutions.
Arm delivers performance, scalability and extended configurability to simplify the deployment of AI across all markets.
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
Discover the Best AI Solution for Your Processing Needs
Process data directly on the endpoint to extend the benefits of AI to all connected devices.
Compute power in IoT devices is increasing while costs decline, allowing developers to leverage machine learning across innovative applications executed on the smallest, most power- and cost-constrained systems.
Leverage high-performance compute on 5G and IoT gateways to minimize latency and reduce costs.
By distributing compute resources along the edge rather than in data centers hundreds or thousands of miles away, data can be processed close to the source, improving efficiency, enhancing security and unlocking new opportunities.
Enable innovation in the cloud with power-efficient Hyperscale and High Performance Computing (HPC).
As workload densities increase, data processing becomes increasingly important in maintaining performance, power efficiency, and a low total cost of ownership (TCO)—all essential for achieving streamlined business operations.
Arm AI: Bringing AI Technologies to Life
As developers enhance more and more applications with AI features, Arm AI is helping organizations leverage the right AI technologies to support these innovative new business models across industries.
Learn how Arm AI technologies integrate hardware and software, and come with a vast partner ecosystem to help bring your trailblazing ideas to life.
Industry Solutions: AI-Driven Innovation
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.
Arm’s ultra-efficient, low-power IP is paving the way for a new generation of wearables and “invisibles” that go far beyond today’s smart watches and fitness trackers.
Arm-powered solutions are helping companies take advantage of today’s 5th-gen mobile network through heterogeneous computing, continuous connectivity, cutting-edge performance and multiple neural networks for multiple workloads.
Partner Ecosystem: Achieving the Promise of AI
Arm is at the center of a large ecosystem of trust. This association of partners can quickly help you identify the most efficient, cost-effective hardware and software for your AI project and get you to market faster. When you select Arm, you're leveraging the expertise of our entire AI ecosystem.
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.
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.
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.
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.
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.
The Latest News in AI
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.
Arm Top 5 Trends for Artificial Intelligence 2022
AI is empowering change, driving innovation, and creating exciting new possibilities. This includes the rise of ML Ops and the democratisation of AI, thanks to new software developments.
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.
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.
Artificial Intelligence Resources
AI Solution Brief
AI Case Studies
Building Trustworthy AI
- What's Powering Artificial Intelligence?
- Driving Optimal Performance with the Arm ML Processor
- AI vs. ML: What’s the Difference
- Embedded Machine Learning Design for Dummies