AI Tech Talk: Hands-on workshop with the Arm ML Embedded Evaluation kit for Ethos-U55

Get ready for another one of our Arm Tech Talks! Every fortnight, we discuss and explore some of the latest trends, technologies and best practices in the world of AI, featuring partners from the AI Ecosystem as well as speakers across Arm.

00:00 Welcome & Intro
01:00 Recap of Ethos-U55 and Arm Virtual Hardware
06:05 Vela Compiler
07:48 ML Embedded Eval Kit
08:45 Workshop kickoff

The ML evaluation kit allows you to build and deploy machine learning (ML) applications targeted for Arm Cortex-M55 and Arm Ethos-U55 NPU. The Ethos-U NPU is a new class of machine learning processor designed to accelerate computation for ML workloads in resource-constrained embedded and IoT devices.

Join Elham Harirpoush from the Arm AI Evangelist team for a hands-on workshop working with the ML Embedded Eval Kit to run an inference on the Ethos-U55 microNPU. Elham will show you how to optimize, compile and deploy a custom neural network model on the Ethos-U55 NPU using TensorFlow Optimization Toolkit-Clustering, Arm’s Vela compiler, and ML Eval Kit.

No prerequisite hardware and software are needed as all attendees will use Arm Virtual Hardware (AVH), a new platform that delivers accurate models of Arm-based SoCs for you to build and test software before and after silicon and hardware availability. This is your opportunity to get hands-on with Arm’s latest ML accelerator before physical hardware is released – don’t miss it!

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