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

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

Boost Deep Learning with Intel® Advanced Vector Extensions 512

Última actualización: 29 de marzo de 2019Duración de video: 5 min

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

Publicado el 4 de septiembre de 2018, actualizado el 21 de marzo de 2019Por 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

Publicado el 30 de octubre de 2011, actualizado el 15 de marzo de 2019

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*

Publicado el 4 de noviembre de 2015, actualizado el 13 de marzo de 2019Por 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)

Publicado el 4 de septiembre de 2012, actualizado el 11 de marzo de 2019Por 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

Publicado el 30 de marzo de 2014, actualizado el 11 de marzo de 2019Por 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

Última actualización: 7 de marzo de 2019

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

Publicado el 16 de febrero de 2017, actualizado el 7 de marzo de 2019Por 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

Última actualización: 7 de marzo de 2019

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

Publicado el 16 de febrero de 2017, actualizado el 7 de marzo de 2019Por Gergana S.

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

Intel® Math Kernel Library 2019 Bug Fixes

Publicado el 11 de septiembre de 2018, actualizado el 7 de marzo de 2019Por 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

Última actualización: 6 de marzo de 2019

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

Última actualización: 6 de marzo de 2019

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

Última actualización: 6 de marzo de 2019

Revision: 066

What's New

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

Developer Guide for Intel® Math Kernel Library for Linux

Última actualización: 6 de marzo de 2019

Revision: 067

What's New

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

Developer Guide for Intel® Math Kernel Library for macOS

Última actualización: 6 de marzo de 2019

Revision: 066

What's New

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

Using Intel® Math Kernel Library for Matrix Multiplication - C

Última actualización: 6 de marzo de 2019

C Language Sample Application Code

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Get started with Intel® Math Kernel Library for Linux

Última actualización: 6 de marzo de 2019

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

Última actualización: 6 de marzo de 2019

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

Última actualización: 6 de marzo de 2019

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

Publicado el 28 de septiembre de 2012, actualizado el 27 de febrero de 2019Por 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)

Publicado el 9 de noviembre de 2018, actualizado el 1 de febrero de 2019

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

...

Intel® Math Kernel Library Link Line Advisor

Publicado el 20 de julio de 2012, actualizado el 30 de enero de 2019

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

Publicado el 11 de octubre de 2010, actualizado el 27 de diciembre de 2018Por 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?

Publicado el 5 de mayo de 2009, actualizado el 26 de diciembre de 2018

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

Using Intel® Math Kernel Library for Matrix Multiplication - Fortran

Última actualización: 7 de noviembre de 2018

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

Publicado el 4 de mayo de 2017, actualizado el 8 de octubre de 2018Por 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

Publicado el 5 de julio de 2017, actualizado el 2 de octubre de 2018Por 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

Última actualización: 24 de septiembre de 2018

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

Publicado el 4 de junio de 2017, actualizado el 17 de septiembre de 2018Por 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

Publicado el 18 de febrero de 2018, actualizado el 12 de septiembre de 2018Por 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

Publicado el 16 de marzo de 2018, actualizado el 12 de septiembre de 2018Por 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

Publicado el 4 de septiembre de 2018Por 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

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

Publicado el 31 de mayo de 2018, actualizado el 11 de julio de 2018Por 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

Publicado el 22 de junio de 2018

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?

Publicado el 26 de julio de 2012, actualizado el 21 de junio de 2018Por Gennady F.

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

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

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*

Publicado el 23 de junio de 2013, actualizado el 19 de junio de 2018Por 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*

Publicado el 3 de abril de 2017, actualizado el 8 de junio de 2018Por 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

Última actualización: 29 de mayo de 2018

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

Publicado el 25 de agosto de 2017, actualizado el 29 de mayo de 2018Por 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)

Publicado el 1 de noviembre de 2016, actualizado el 29 de mayo de 2018Por 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

Publicado el 12 de febrero de 2013, actualizado el 28 de abril de 2018Por 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

Introduction

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

Intel® Math Kernel Library (Intel® MKL) 2018 Update 2 ScaLAPACK Symmetric Eigensolver Enhancements

Introduction

The symmetric eigenvalue problem arises in the context of numerous scientific applications. Intel MKL...

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