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Improving the Performance of Principal Component Analysis with Intel® Data Analytics Acceleration Library

This article discusses an unsupervised machine-learning algorithm called principal component analysis (PCA) that can be used to simplify the data. It also describes how Intel® Data Analytics Acceleration Library (Intel® DAAL) helps optimize this algorithm to improve the performance when running it on systems equipped with Intel® Xeon® processors.
Authored by Nguyen, Khang T (Intel) Last updated on 07/05/2019 - 14:57
Article

借助英特尔® 数据分析加速库,提升主组件分析的性能

本文探讨了一种非监督式机器学习算法,即主组件分析 (PCA),它可用于简化数据。本文还介绍了英特尔® 数据分析加速库(英特尔® DAAL)可如何帮助优化该算法,使其以更高性能在搭载英特尔® 至强® 处理器的系统上运行。
Authored by Nguyen, Khang T (Intel) Last updated on 07/05/2019 - 14:58
Article

Intel® Media SDK & Intel® Media Server Studio Historical Release Notes

Release Notes of Intel® Media SDK include important information, such as system requirements, what's new, feature table and known issues since the previous release.

Authored by Liu, Mark (Intel) Last updated on 07/03/2019 - 20:07
Article

探索专门用于英特尔® 架构的 Unity Technologies ML-Agents*

本文描述了如何在仅限 CPU 的环境中安装并运行 Unity Technologies ML-Agents*。本文展示了如何:在 Windows* 上训练并运行 ML-Agents,执行 TensorFlow* CMake 构建,以及从零创建一个简单的 Amazon Web Services Ubuntu* Amazon Machine Image* 环境。
Authored by Bryan B. (Intel) Last updated on 07/05/2019 - 18:55
Article

Intel® Math Kernel Library Improved Small Matrix Performance Using Just-in-Time (JIT) Code Generation for Matrix Multiplication (GEMM)

    The most commonly used and performance-critical Intel® Math Kernel Library (Intel® MKL) functions are the general matrix multiply (GEMM) functions.

Authored by Gennady F. (Blackbelt) Last updated on 03/21/2019 - 03:01
Article

Getting started with the Intel® DevCloud

Hello all! Happily, this article refers to the Intel® DevCloud! If you don't have access, sign up for it now.

Authored by Karl Fezer (Intel) Last updated on 09/05/2019 - 14:37
Article

Second Generation Intel® Xeon® Processor Scalable Family Technical Overview

New features and enhancements available in the second generation Intel® Xeon® processor Scalable family and how developers can take advantage of them
Authored by David Mulnix (Intel) Last updated on 09/30/2019 - 17:28
Article

Using Intel® MPI Library on Intel® Xeon Phi™ Product Family

This document is designed to help users get started writing code and running MPI applications using the Intel® MPI Library on a development platform that includes the Intel® Xeon Phi™ processor.
Authored by Nguyen, Loc Q (Intel) Last updated on 10/15/2019 - 15:04
Article

Boosting Deep Learning Training & Inference Performance on Intel® Xeon® and Intel® Xeon Phi™ Processors

In this work we present how, without a single line of code change in the framework, we can further boost the performance for deep learning training by up to 2X and inference by up to 2.7X on top of the current software optimizations available from open source TensorFlow* and Caffe* on Intel® Xeon® processors.
Authored by Vikram S. (Intel) Last updated on 10/15/2019 - 15:30