Filtros

Article

Performance Comparison of OpenBLAS* and Intel® Math Kernel Library in R

Today, scientific and business industries collect large amounts of data, analyze them, and make decisions based on the outcome of the analysis. This paper compares the performance of Basic Linear Algebra Subprograms (BLAS), libraries OpenBLAS, and the Intel® Math Kernel Library (Intel® MKL).
Criado por Nguyen, Khang T (Intel) Última atualização em 09/12/2019 - 11:40
Article

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.
Criado por Sunny G. (Intel) Última atualização em 15/10/2019 - 16:40
Article

How to Install the Python* Version of Intel® Data Analytics Acceleration Library (Intel® DAAL)

Intel® Data Analytics Acceleration Library (Intel® DAAL) is a software solution that offers building blocks covering all the stages of data analytics, from preprocessing to decision making. The beta version of Intel DAAL 2017 provides support for the Python* language.
Criado por Gennady F. (Blackbelt) Última atualização em 09/12/2019 - 12:20
Article

Improving Support Vector Machine with Intel® Data Analytics Acceleration Library

Introduction
Criado por Nguyen, Khang T (Intel) Última atualização em 07/10/2018 - 07:15
Article

R 语言中的OpenBLAS*和英特尔® 数学核心函数库的性能比较

Today, scientific and business industries collect large amounts of data, analyze them, and make decisions based on the outcome of the analysis. This paper compares the performance of Basic Linear Algebra Subprograms (BLAS), libraries OpenBLAS, and the Intel® Math Kernel Library (Intel® MKL).
Criado por Nguyen, Khang T (Intel) Última atualização em 09/12/2019 - 11:40
Article

Intel® Math Kernel Library for Deep Learning Networks: Part 1–Overview and Installation

Learn how to install and build the library components of the Intel MKL for Deep Neural Networks.
Criado por Bryan B. (Intel) Última atualização em 11/03/2019 - 13:17
Article

Intel® Math Kernel Library for Deep Neural Networks: Part 2 – Code Build and Walkthrough

Learn how to configure the Eclipse* IDE to build the C++ code sample, along with a code walkthrough based on the AlexNet deep learning topology for AI applications.
Criado por Bryan B. (Intel) Última atualização em 23/05/2018 - 11:00
Article

借助英特尔® 数据分析加速库改进支持向量机

借助英特尔® 数据分析加速库改进支持向量机的性能 简介

在互联网广泛普及的情况下,文本分类已成为处理和管理文本数据的重要方式。文本分类用于对新闻报道分类和查找 Web 上的信息。例如,为搜索 Web 上的照片或区分马和狮子,必须采用相关机制对图片进行识别和分类。对文本或图片分类非常耗时。这种分类是一种出色的机器学习功能。[1]

Criado por Nguyen, Khang T (Intel) Última atualização em 24/01/2018 - 15:35
Article

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

The recent advances in machine learning and artificial intelligence are amazing! It seems like we see something groundbreaking every day, from self-driving cars, to AIs learning complex games.

Criado por Daniel W. Última atualização em 08/06/2018 - 11:40
Article

Go* for Big Data

Using Intel® Data Analytics Acceleration Library (Intel® DAAL) with the Go* programming language to enable batch, online, and distributed processing
Criado por Daniel W. Última atualização em 09/12/2019 - 12:00