Machine Learning on Arm

Artificial Intelligence (AI) unleashes a new wave of innovation, powering new applications and business models in multiple markets. The Arm hardware and software technologies ecosystem enables the development of intelligent, distributed, heterogeneous, and secure solutions.

Foundation for Intelligent Computing

Enabling AI-based systems that interact with the world

Arm technologies enable the world’s most popular AI platform - the smartphone - to benefit from machine learning (ML) features like predictive text, speech recognition, and computational photography. Arm also enables newer AI platforms like voice assistants and consumer robots that are revolutionizing how people interact with technology, and how technology interacts with the world.

As we move from the era of web apps and services to an era of AI-based systems, this revolution will happen faster. AI will become pervasive in all computing applications; autonomous driving will change how we use cars; smartphones will become more intuitive and proactive. Radical new business models will change our lives in ways we can’t yet imagine.

Arm technology enables this new era.

In this section of our developer site, we want to make resources available for you to get started with ML development on Arm-based products. We look forward to architecting this intelligent future with you!

Webinar - Project Trillium: Optimizing ML Performance for any Application

Project Trillium is a suite of Arm IP designed to deliver scalable ML and neural network functionality at any point on the performance curve, from sensors, to mobile, and beyond. 

 

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Be part of our ecosystem

We are growing our partnerships for machine learning solutions and would love for you to be a part of it. Get in touch with us to learn more and start promoting your solutions here.

Become a partner

Machine Learning on Arm

Project Trillium: Arm’s Machine Learning platform, enables a new era of advanced, ultra-efficient inference from the edge to the enterprise.

 

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Online courses and resources

Are you new to machine learning and neural networks? If so, here are some great resources available online from some of the leading experts in the field to get you started: 

Type  Title
Course Machine Learning
Course Neural Networks for Machine Learning
Article Hacker's guide to Neural Networks
Book Deep Learning (Adaptive Computation and Machine Learning series)
Webinar  Accelerate Machine Learning using Compute Library and HiKey 960
Webinar Machine Learning on deeply embedded and resource-constrained end nodes of the IoT

Arm resources

Questions?

If you have any specific Arm Machine Learning Community questions, please contact us at: ml@arm.com