The Latest in Artificial Intelligence Trends, Technologies, and Best Practices


 

This series of 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.

If you are interested in our series of talks about AI and machine learning, sign up now.

Schedule of Upcoming AI Tech Talks

Getting Started with Arm NN on Android, in just five minutes
Speaker: Ronan Naughton, Senior Product Manager, Arm 
November 30th, 2021, 8:00 a.m. PST, 4:00 p.m. UK


Arm NN provides best-in-class machine learning performance for Arm-based Android devices and can be simply integrated into your solution using Android Studio.

In this talk, we describe the setup, which takes just five minutes! We also provide some helpful demonstrations of Arm NN performance across a number of common use cases.

 

Improve PyTorch App Performance with Android NNAPI Support
Speaker: Koki Mitsunami, Staff Engineer, Arm
December 14th, 2021, 8:00 a.m. PST, 4:00 p.m. UK


The Android Neural Networks API (NNAPI) is designed by Google for running computationally intensive operations for ML on Android mobile devices. It provides a single set of APIs to benefit from available hardware accelerators, including GPUs, DSPs, and NPUs.

In this talk, we share our experience in running PyTorch Mobile with NNAPI on various mobile devices. We hope this provides developers with a sense of how these models are executed on mobile devices through PyTorch with NNAPI.

Featured Videos: Watch some of our past AI Tech Talks from our Partner Ecosystem

 
 
 

View the Arm AI Tech Talk YouTube Playlist

Every two weeks, we discuss and explore some of the latest trends, technologies, and best practices in the exciting world of AI, featuring incredible partners from the AI Ecosystem, as well as speakers across Arm.

View Youtube Playlist

Join the Arm AI Partner Program

If you are interested in presenting your project or learnings at our AI Tech Talk series and have an AI solution based on Arm IP, you can benefit from a host of co-marketing opportunities as part of the Arm AI Partner Program, including Arm AI Tech Talks. Find out more and join the program today.

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Additional AI Resources

Discover additional content and other resources of interest

AI Ecosystem Catalog

Arm’s AI Ecosystem helps to deliver the next generation of AI solutions. Connect with Arm AI Ecosystem Partners through our catalogue.

AI Technologies

Arm AI provides the most versatile and scalable environment for AI development by bringing together the best IP, tools, software and support.

AI 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.