ARTIFICIAL INTELLIGENCE ARM AI Arm AI: Bringing AI Technologies to Life The Age of AI has arrived. But with it comes the challenges of navigating continuously evolving AI Technologies. By bringing together the key elements required for AI development, Arm AI provides everything you need to quickly turn ideas into market-ready innovations. Arm AI is a versatile and scalable environment for AI development combining the best IP, tools, software, and support. Together, we're bringing innovations to life and sparking the world's potential. Arm AI: Key Elements for Your AI Development Explore the interactive graphic below to see how Arm AI acts as the central hub for developing AI solutions. The Arm AI Benefits Arm AI Technology is Everywhere With the world’s largest compute footprint, Arm AI is open and efficient and enables businesses to develop AI solutions across all markets. Ease of Use Where AI is fragmented and difficult-to-navigate, Arm AI technologies are simple to use, develop, and deploy, with easy software portability across a variety of hardware and architectures. AI Partner Ecosystem Our leading software and hardware partners deliver best-in-class tools, frameworks, algorithms and apps which enable a faster time to market for your AI solutions. Case Studies Through our vast ecosystem, Arm already powers a wide range of devices and applications that rely on ML at the network edge and endpoints. By adding ML capabilities to processor technology, Arm is helping devices and applications become even smarter, more energy efficient, and more affordable. The result is transforming business models across a range of markets. Nota’s Automatic AI Model Compression Platform Nota’s Automatic AI Model Compression Platform, NetsPresso, powered by Arm is bringing AI to the smallest of devices. This video features two incredible case studies on facial recognition and intelligent traffic monitoring created using Nota’s solution. To learn more, contact Nota in our Arm AI Ecosystem Catalog. Watch Video Ignitarium Delivers Real-time Noise Suppression Ignitarium’s real-time noise suppression software uses machine learning to suppress background noise. This exciting step in the innovation of audio and video segments designed for low-cost edge devices is enabled by the power efficiency and mature software support for machine learning functions found in Arm processors. View Case Study Emotion3D’s In-Cabin Monitoring Software Emotion3D uses Arm-based CPUs to enable the high-accuracy, high-performance, flexible features necessary to support a range of devices that require real-time analytics. Currently, the company is using Arm processors to create AI-powered software that helps make the driving experience safer. View Case Study See all AI Case Studies Arm AI for Developers The Arm machine learning open source software development kit (SDK) provides best-in-class ML performance across Arm IP. Common frameworks and model formats enable quick integration and a seamless developer experience. Develop once and deploy everywhere with software that supports workloads across all Arm processors. Arm NN SDK Graph builder. Optimizer. Runtime functionality via framework parser and delegate interfaces. Learn More Arm Compute Library Highly optimized CPU and GPU kernels for best-in-class ML performance. Learn More CMSIS CMSIS-NN offers highly efficient neural network kernels which maximize ML performance. Learn More Learn More on Developer 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. 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. See Products 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. See Products 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. See Products Talk with an Expert With so many applications for artificial intelligence emerging, it can be difficult to know where to start. Talk to an Arm expert about the right AI solution for your AI project. Get in Touch Arm AI Tech Talks Arm AI Tech talks brings you the latest AI trends, technologies, and best practices from experts at Arm and our partner ecosystem. From the latest cutting-edge research to real-world use cases, code examples, workshops and demos. View AI Tech Talks Resources Media Resources Arm Virtual Tech Talks How Machine Learning is Enabling New Smart Camera Applications AI Everywhere: How it’s Achieved Efficiently Related Products Ethos-U55 Ethos-U65 AI Ecosystem Arm AI Ecosystem Catalog Solutions AI Solutions Machine Learning (ML) Solutions Arm AI Platform Solutions Brief Recommended For You Virtual Conference Arm DevSummit Learn how to write fast and run fast with Arm. Catch the best of Arm DevSummit at any time and from anywhere. 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