Skip To Main Content
Intel logo - Return to the home page
My Tools

Select Your Language

  • Bahasa Indonesia
  • Deutsch
  • English
  • Español
  • Français
  • Português
  • Tiếng Việt
  • ไทย
  • 한국어
  • 日本語
  • 简体中文
  • 繁體中文
Sign In to access restricted content

Using Intel.com Search

You can easily search the entire Intel.com site in several ways.

  • Brand Name: Core i9
  • Document Number: 123456
  • Code Name: Emerald Rapids
  • Special Operators: “Ice Lake”, Ice AND Lake, Ice OR Lake, Ice*

Quick Links

You can also try the quick links below to see results for most popular searches.

  • Product Information
  • Support
  • Drivers & Software

Recent Searches

Sign In to access restricted content

Advanced Search

Only search in

Sign in to access restricted content.

The browser version you are using is not recommended for this site.
Please consider upgrading to the latest version of your browser by clicking one of the following links.

  • Safari
  • Chrome
  • Edge
  • Firefox

AI Performance Tuning Guide: Maximize the Potential of Intel® Hardware

AI Performance Tuning Guide: Maximize the Potential of Intel® Hardware

@IntelDevTools

Subscribe Now

Stay in the know on all things CODE. Updates are delivered to your inbox.

Sign Up

Overview

Common challenges for AI developers are:

  1. Speeding up big networks to achieve real-time performance.
  2. Efficiently using hardware resources to save time and compute power.
  3. Debugging the AI “black box” to identify which API calls are consuming the highest amount of resources.

This webinar addresses all three issues using just two tools: Intel® Extension for PyTorch* and Intel® VTune™ Profiler.

Key topics covered:

  • How to use the PyTorch extension to access the latest hardware optimizations and enhance an AI application with minimal code changes (applied to a real-world example)
  • How to further tune an application using hardware and software configurations; the result is more economical use of hardware resources
  • How to use TorchServe with Intel Extension for PyTorch for efficiently serving and scaling PyTorch models
  • How Intel VTune Profiler can find hot spots in your code and recommend ways to fix them and further optimize the application

Includes a live demo.

Skill level: Intermediate

 

Jump to:

Featured Software

You May Also Like
 

Featured Software

  • Get the Intel Extension of PyTorch as a stand-alone component from GitHub* or as part of the AI Tools and Frameworks.
  • Get Intel VTune Profiler as a stand-alone component or as part of the Intel® oneAPI Base Toolkit.

 

Download Code Samples

  • Get Started with Intel Extension for PyTorch
  • Optimize PyTorch Models: Quantization Sample


 

You May Also Like

Related Articles

Accelerated Image Segmentation Using PyTorch

Increase PyTorch Inference Throughput by 4x

Accelerate PyTorch with Intel Extension for PyTorch

Introducing Intel Extension for PyTorch for GPUs

Related Videos

Get Started with Intel Extension for PyTorch on a GPU

Optimize PyTorch Performance on the Latest Intel CPUs and GPUs

  • Company Overview
  • Contact Intel
  • Newsroom
  • Investors
  • Careers
  • Corporate Responsibility
  • Inclusion
  • Public Policy
  • © Intel Corporation
  • Terms of Use
  • *Trademarks
  • Cookies
  • Privacy
  • Supply Chain Transparency
  • Site Map
  • Recycling
  • Your Privacy Choices California Consumer Privacy Act (CCPA) Opt-Out Icon
  • Notice at Collection

Intel technologies may require enabled hardware, software or service activation. // No product or component can be absolutely secure. // Your costs and results may vary. // Performance varies by use, configuration, and other factors. Learn more at intel.com/performanceindex. // See our complete legal Notices and Disclaimers. // Intel is committed to respecting human rights and avoiding causing or contributing to adverse impacts on human rights. See Intel’s Global Human Rights Principles. Intel’s products and software are intended only to be used in applications that do not cause or contribute to adverse impacts on human rights.

Intel Footer Logo