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Optimizing Edge AI with Executorch and Ethos U

LinaroOrg via YouTube

Overview

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Explore the integration of Arm's Ethos-U NPUs with Executorch to enable efficient edge AI solutions in this 17-minute conference presentation. Learn how to leverage the TOSA (Tensor Operator Set Architecture) framework to optimize neural network operations, ensuring seamless compatibility and performance across various hardware platforms. Discover techniques for deploying and running PyTorch models on edge devices using PyTorch and Executorch, enhancing AI capabilities while minimizing latency and power consumption. Understand the integration of the Corstone Fixed Virtual Platform (FVP) as a robust simulation environment for comprehensive testing and validation of edge AI solutions. Gain insights into how this integration accelerates development processes and ensures scalable, efficient deployment of AI models on edge devices.

Syllabus

LIS25 321 Optimizing Edge AI with Executorch and Ethos U

Taught by

LinaroOrg

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