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Code Sample: Intel® AVX512-Deep Learning Boost: Intrinsic Functions

发布时间:2019 年 4 月 2 日作者:Alberto V.

How developers can use to take advantage of the new Intel® AVX512-Deep Learning Boost (Intel® AVX512-DL Boost) instructions.

Intel and Facebook* collaborate to boost PyTorch* CPU performance

Intel's software optimization and 2nd generation Intel® Xeon® Scalable Processors with Intel® DL Boost® accelerate PyTorch's CPU performance

借助英特尔® 高级向量扩展指令集 512 加快深度学习速度

上次更新时间:2019 年 3 月 29 日视频时长:5 分钟

了解英特尔® 高级向量扩展指令集 512 如何在英特尔® 至强® 可扩展处理器中加快深度学习的速度。

Boost Deep Learning with Intel® Advanced Vector Extensions 512

上次更新时间:2019 年 3 月 29 日视频时长:5 分钟

Learn how Intel® Advanced Vector Extensions 512 can accelerate deep learning within Intel® Xeon® Scalable processors.

Getting Started with Intel® Optimization for PyTorch* on Second Generation Intel® Xeon® Scalable Processors

Accelerate deep learning PyTorch* code on second generation Intel® Xeon® Scalable processor with Intel® Deep Learning Boost.

Intel® System Studio Release Notes, System Requirements, and What's New

发布时间:!datetime,更新时间: 2019 年 3 月 21 日作者:Jeffrey R.

This page provides system requirements and release notes for Intel® System Studio. They are are categorized by year, from the newest to oldest,...

Intel® MKL and Intel® IPP: Choosing a High Performance FFT

发布时间:!datetime,更新时间: 2019 年 3 月 15 日

The purpose of this document is to help developers determine which FFT, Intel® MKL or Intel® IPP is best suited for their application.

Silent Installation Guide for Intel® Parallel Studio XE Composer Edition for OS X*

发布时间:!datetime,更新时间: 2019 年 3 月 13 日作者:Ying H.

Silent Installation Guide for Intel® Parallel Studio XE Composer Edition for macOS* version 2019  Silent Installation Guide for Intel® Parallel...

Introduction to Conditional Numerical Reproducibility (CNR)

发布时间:!datetime,更新时间: 2019 年 3 月 11 日作者:TODD R.

Starting with 11.0 release,  Intel® MKL introduces a feature called Conditional Numerical Reproducibility (CNR) which provides functions for ...

Verbose Mode Supported in Intel® MKL

发布时间:!datetime,更新时间: 2019 年 3 月 11 日作者:Ying H.

Introduction

     We Introduced a useful verbose mode support feature since the Intel® Math Kernel Library (Intel® MKL) 11.2, for ...

Notes for Intel® MKL Vector Statistics

上次更新时间:2019 年 3 月 7 日

Vector Statistics (VS) is a component of Intel® Math Kernel Library (Intel® MKL). VS performs a range of statistical computations, including...

Installing Intel® Performance Libraries and Intel® Distribution for Python* Using YUM Repository

发布时间:!datetime,更新时间: 2019 年 3 月 7 日作者:Gergana S.

This page provides general installation and support notes about the Community forum supported Intel® Performance Libraries and Intel® Distribution...

Intel® MKL 2019 VS Random Number Generator Performance Data

上次更新时间:2019 年 3 月 7 日

Performance data obtained using vector statistics (VS) random number generator (RNG) including CPE (clocks per element) unit of measure, basic...

Installing Intel® Performance Libraries and Intel® Distribution for Python* Using APT Repository

发布时间:!datetime,更新时间: 2019 年 3 月 7 日作者:Gergana S.

Installation guide for the Intel® Performance Libraries and Intel® Distribution for Python through APT repos.

Intel® Math Kernel Library 2019 Bug Fixes

发布时间:!datetime,更新时间: 2019 年 3 月 7 日作者:Nguyen, Khang T

Intel® Math Kernel Library (Intel® MKL) 2019 Update 3 (March 2019).

MKLD-3933 Fixed the issue the Intel MKL Parallel Direct Sparse Solver...

Developer Reference for Intel® Math Kernel Library - Fortran

上次更新时间:2019 年 3 月 6 日

The Intel® Math Kernel Library (Intel® MKL) improves performance with math routines for software applications that solve...

Developer Reference for Intel® Math Kernel Library - C

上次更新时间:2019 年 3 月 6 日

The Intel® Math Kernel Library (Intel® MKL) improves performance with math routines for software applications that solve...

Developer Guide for Intel® Math Kernel Library for Windows

上次更新时间:2019 年 3 月 6 日

Revision: 066

What's New

Intel® Math Kernel Library (Intel® MKL) is a...

Developer Guide for Intel® Math Kernel Library for Linux

上次更新时间:2019 年 3 月 6 日

Revision: 067

What's New

Intel® Math Kernel Library (Intel® MKL) is a...

Developer Guide for Intel® Math Kernel Library for macOS

上次更新时间:2019 年 3 月 6 日

Revision: 066

What's New

Intel® Math Kernel Library (Intel® MKL) is a...

Using Intel® Math Kernel Library for Matrix Multiplication - C

上次更新时间:2019 年 3 月 6 日

C Language Sample Application Code

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Get started with Intel® Math Kernel Library for Linux

上次更新时间:2019 年 3 月 6 日

Intel® Math Kernel Library (Intel® MKL) helps you achieve maximum performance with a math computing library of highly optimized, extensively...

Get started with Intel® Math Kernel Library for macOS

上次更新时间:2019 年 3 月 6 日

Intel® Math Kernel Library (Intel® MKL) helps you achieve maximum performance with a math computing library of highly optimized, extensively...

Get started with Intel® Math Kernel Library for Windows

上次更新时间:2019 年 3 月 6 日

Intel® Math Kernel Library (Intel® MKL) helps you achieve maximum performance with a math computing library of highly optimized, extensively...

Using Intel® MKL with R

发布时间:!datetime,更新时间: 2019 年 2 月 27 日作者:TODD R.

Overview

R is a programming language for statistical computing. The open source package also provides an environment for creating and...

Download Documentation: Intel® Parallel Studio XE (Current and Previous)

发布时间:!datetime,更新时间: 2019 年 2 月 1 日

This page provides downloadable documentation packages for all editions of Intel® Parallel Studio XE (Cluster, Composer, Professional).

...

Intel® Math Kernel Library Link Line Advisor

发布时间:!datetime,更新时间: 2019 年 1 月 30 日

A tool for finding the right Intel® Math Kernel Library (Intel® MKL) file for you to link with your application.

Compiler Flag to Link with Intel® MKL in Intel® Compilers

发布时间:!datetime,更新时间: 2018 年 12 月 27 日作者:Gennady F.

Intel® C++ and Fortran Compilers introduce new options that will be useful for Intel® MKL users.

What do IA-32 and Intel® 64 Architecture mean?

发布时间:!datetime,更新时间: 2018 年 12 月 26 日

Intel® compilers and libraries use the architecture technology terms, IA-32 architecture Intel® 64 architecture.

Using Intel® Math Kernel Library for Matrix Multiplication - Fortran

上次更新时间:2018 年 11 月 7 日

Fortran Language Sample Application Code

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TensorFlow* Sample Codes for Distributed Image Classification

The TensorFlow* image classification sample codes below describe a step-by-step approach to modify the code in order to scale the deep learning...

Installing Intel® MKL Cloudera* CDH Parcel

发布时间:!datetime,更新时间: 2018 年 10 月 8 日作者:Fiona Z.

Intel® worked with Cloudera* to make it easy to use the Community forum supported Intel® Math Kernel Library (Intel® MKL...

Intel® Math Kernel Library LAPACK Function Finding Advisor

发布时间:!datetime,更新时间: 2018 年 10 月 2 日作者:Anastasiya Ageeva

Introduction

The Intel® Math Kernel Library (Intel® MKL) LAPACK domain provides a huge variety of routines. To see what routines are recommended...

Intel® MKL 2019 Vector Mathematics Performance and Accuracy Data

上次更新时间:2018 年 9 月 24 日

Vector Mathematics (VM) computes elementary functions on vector arguments. VM includes a set of highly optimized implementations of...

How to Get Intel® Math Kernel Library, Intel® Integrated Performance Primitives, or Intel® Data Analytics Acceleration Library

发布时间:!datetime,更新时间: 2018 年 9 月 17 日作者:Ying H.

This page provides links to the current ways to get the Intel® Performance Libraries: Intel® Math Kernel Library (Intel® MKL), Intel® Integrated...

Intel® Math Kernel Library (Intel® MKL) 2019 Getting Started

发布时间:!datetime,更新时间: 2018 年 9 月 12 日作者:Gennady F.

For general advice on beginning use of Intel MKL visit the Getting Started Tutorial

This article is intended to...

Intel® Parallel Studio XE

Intel® Parallel Studio XE 2019 Beta

发布时间:!datetime,更新时间: 2018 年 9 月 12 日作者:Elizabeth S

Thank you for your interest in the Intel® Parallel Studio XE 2019 Beta Program. The Intel® Parallel Studio XE 2018 Beta program is now closed....

Intel® System Studio Release Notes and What's New

发布时间:2018 年 9 月 4 日作者:Jeffrey R.

Below are links to Intel® System Studio Release Notes. For more information, please visit our technical articles library.

Intel System Studio...

Intel ® MKL Sparse QR solver. Multifrontal Sparse QR Factorization Method for Solving a Sparse System of Linear Equations

发布时间:2018 年 8 月 29 日作者:Gennady F.

Introduction

    The QR decomposition of a matrix is an essential kernel for a variety of problems in scientific...

Intel® System Studio 2019 Beta Release Notes

发布时间:!datetime,更新时间: 2018 年 7 月 11 日作者:Jeffrey R.

This page provides Release Notes for Intel® System Studio 2019 Beta product.

To get product updates, log in to the Intel® Software...

conception of neural activity

Explore the Possibilities of Generative Modeling

发布时间:2018 年 6 月 22 日

Read about the research by an Intel® Student Ambassador into the potential applications of the growing field of study into generative adversarial...

Intel® Math Kernel Library (Intel® MKL) : What's deprecated?

发布时间:!datetime,更新时间: 2018 年 6 月 21 日作者:Gennady F.

This Article contains various functionalities deprecated in different versions of Intel® MKL.

Intel® Math Kernel Library (Intel® MKL) 2019 System Requirements

发布时间:2018 年 6 月 21 日作者:Gennady F.

Operating System Requirements

The Intel MKL 2019 release supports the IA-32 and Intel® 64 architectures. For a complete...

Build R-3.4.2 with Intel® C++ and Fortran Compilers and Intel® MKL on Linux*

发布时间:!datetime,更新时间: 2018 年 6 月 19 日作者:Devorah H.

R is a freely available language and environment for statistical computing and graphics which provides a wide variety of statistical and graphical...

Distributed Deep Learning with Docker*, Intel® Nervana™ technology, neon™, and Pachyderm*

发布时间:!datetime,更新时间: 2018 年 6 月 8 日作者:Daniel W.

The recent advances in machine learning and artificial intelligence are amazing! It seems like we see something groundbreaking every day, from...

Application Notes for Intel® Math Kernel Library Summary Statistics

上次更新时间:2018 年 5 月 29 日

Summary Statistics is a subcomponent of the Vector Statistics domain of Intel® Math Kernel Library. Summary Statistics...

Intel® Math Kernel Library (Intel® MKL) 2018 Bug Fixes list

发布时间:!datetime,更新时间: 2018 年 5 月 29 日作者:Gennady F.

Intel(R) MKL 2018 Update 4 ( September 2018)

MKLD-3796 Fixed an issue with the ?GEEV routine producing segmentation fault when user...

Intel® Math Kernel Library Benchmarks (Intel® MKL Benchmarks)

发布时间:!datetime,更新时间: 2018 年 5 月 29 日作者:Gennady F.

Intel MKL Benchmarks package includes Intel® Distribution for LINPACK* Benchmark, Intel® Distribution for MP LINPACK* Benchmark for Clusters, and...

Introduction to the Intel® MKL Extended Eigensolver

发布时间:!datetime,更新时间: 2018 年 4 月 28 日作者:Zhang, Zhang

 

Please Note: the article is out of date,  you may read the Intel® Math Kernel Library Reference Manual. The chapter on ...

Intel® MKL support for largest/smallest Eigenvalue and Sparse SVD Problem

发布时间:2018 年 4 月 28 日作者:Gennady F.

Introduction

Intel MKL Extended Eigensolver functionality [1], based on the accelerated subspace iteration FEAST...

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