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In this article an OpenMP* based implementation of the Ant Colony Optimization algorithm was analyzed for bottlenecks with Intel® VTune™ Amplifier XE 2016 together with improvements using hybrid MPI-OpenMP and Intel® Threading Building Blocks were introduced to achieve efficient scaling across a four-socket Intel® Xeon® processor E7-8890 v4 processor-based system.
Authored by Sunny G. (Intel) Last updated on 10/15/2019 - 16:40
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Scale-Up Implementation of a Transportation Network Using Ant Colony Optimization (ACO)

In this article an OpenMP* based implementation of the Ant Colony Optimization algorithm was analyzed for bottlenecks with Intel® VTune™ Amplifier XE 2016 together with improvements using hybrid MPI-OpenMP and Intel® Threading Building Blocks were introduced to achieve efficient scaling across a four-socket Intel® Xeon® processor E7-8890 v4 processor-based system.
Authored by Sunny G. (Intel) Last updated on 10/15/2019 - 16:40
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Authored by IDZSupport K. Last updated on 03/23/2020 - 20:30
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Authored by Nathan Greeneltch (Intel) Last updated on 08/09/2019 - 02:02
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This paper demonstrates a special version of Caffe* — a deep learning framework originally developed by the Berkeley Vision and Learning Center (BVLC) — that is optimized for Intel® architecture.
Authored by Last updated on 10/15/2019 - 16:50
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Maximize Performance of Intel® Software Optimization for PyTorch* on CPU

This article describes what you need to consider in order to get a satisfying performance with PyTorch, with examples.
Authored by Jing X. (Intel) Last updated on 02/02/2020 - 15:40
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The gaming industry has seen great strides in game complexity recently. Game developers are challenged to create increasingly compelling games. This series explores important Artificial Intelligence (AI) concepts and how to optimize them for multi-core.
Authored by admin Last updated on 01/24/2018 - 15:35
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基于英特尔® AI DevCloud 的英特尔® Optimization for TensorFlow* 中的英特尔® 至强® 可扩展处理器架构和优化概述

使用基于英特尔® AI DevCloud 的英特尔® Optimization for TensorFlow 介绍英特尔® 至强® 可扩展处理器的架构和优化
Authored by Srivatsa S. Last updated on 06/28/2018 - 13:58
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Tips to Improve Performance for Popular Deep Learning Frameworks on CPUs

This document provides optimization tips for TensorFlow*, Keras, and Caffe* on Intel® Xeon® processors.
Authored by Anju P. (Intel) Last updated on 09/24/2018 - 16:06
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This article will describe performance considerations for CPU inference using Intel® Optimization for TensorFlow*
Authored by Nathan Greeneltch (Intel) Last updated on 07/31/2019 - 12:11