10 July 2018

Deploying neural networks for efficient inferencing in edge devices

25 January 2018, 19:00:00 - 30 minutes

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Abstract

Neural networks (NN) are emerging as a key disruptive technology in a wide range of segments. They enable face recognition and scene understanding in smart cameras and enhanced user experiences in mobile devices through computational photography, photo management, speech recognition and synthesis, to name a few applications.

While many machine learning frameworks and desktop-based solutions exist today for the development and training of NNs, deploying NNs in edge devices is particularly challenging due to the high performance requirements and the limited resources available.

This webinar summarizes NNs in edge devices, including applications and trends. It then focuses on the key deployment challenges, the tools and techniques to deliver deployable and efficient NN solutions and how they are enabled by innovative new hardware acceleration technologies.

Benefits of watching:

Presented by: Stephen Alderman


Webinar Broadcast Date: 25 January 2018, 19:00:00


Duration: 30 minutes

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