Get Better TensorFlow* Performance on CPUs and GPUs

Get Better TensorFlow* Performance on CPUs and GPUs

@IntelDevTools

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Overview

TensorFlow* is a powerful open source software library for data analysis and machine learning. It is widely used by researchers and developers in various fields from computer vision to natural language processing.

This session introduces the Intel® Extension for TensorFlow*—part of the Intel® Optimization for TensorFlow*—that extends stock TensorFlow with numerous enhancements for extra performance on Intel hardware.

Topics include:

  • An overview of the optimizations, including installation and performance boost metrics.
  • Important features that include its ease-of-use Python* API, runtime extension, and discrete GPU optimizations.
  • A live demo showcasing usage and performance boosts on CPUs and GPUs.

Skill level: Intermediate

 

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Get a stand-alone version of Intel Optimization for TensorFlow or as part of the AI Tools.

 

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