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Code Sample: Optimizing Binarized Neural Networks on Intel® Xeon® Scalable Processors

In the previous article, we discussed the performance and accuracy of Binarized Neural Networks (BNN). We also introduced a BNN coded from scratch in the Wolfram Language. The key component of this neural network is Matrix Multiplication.

Unwrapping Application

​Top Ten Intel Software Developer Stories August

Read about the future of the museum experience, an unwrapping app, parallel performance and more this month.

Threading Fortran Applications for Parallel Performance on Multi-Core Systems

Advice and background information is given on typical issues that may arise when threading an application using the Intel Fortran Compiler and other software tools, whether using OpenMP, automatic parallelization or threaded libraries.

Doctor FORTRAN:  The End is Nigh

The Best of Modern Code | July 2018

It's all BIG this month-- Big deal on BigDL, Big Data Processing and big performance with Intel® Xeon® processors.

Pin debugger UI

Pin - A Binary Instrumentation Tool - Downloads

  Home | News | Downloads | FAQ | Newsgroup | Papers | XED | SDE| PinPoints | PinPlay | DrDebug

Download Pin kits here. Before using Pin, please read the license.

Windows* IA32 and intel64 (x86 32 bit and 64 bit) Version Date Kit Documentation Pin 3.7 May 08, 2018...

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 explanation of these architecture names please read the following article:

Intel Architecture Platform Terminology for Development Tools

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Intel® AVX-512

Best of Modern Code June

Read about Visual Bag-of-Words in Python*, understand the new compiler feature Array Shape Check, and be a beta tester for Intel® Parallel Studio XE.

AI Acceleration

Top Ten Intel Software Developer Stories June

Are you a space pirate? Or someone using a bag of words? Find out more with this month's top developer stories.

Free access to Intel® Compilers, Performance libraries, Analysis tools and more...

Published on August 25, 2015, updated May 17, 2018

Intel® Parallel Studio XE is a very popular product from Intel that includes the Intel® Compilers, Intel® Performance Libraries, tools for analysis, debugging and tuning, tools for MPI and the Intel® MPI Library. Did you know that some of these are available for free? Here is a guide to “what is...

The Best of Modern Code for May

Learn about neuromorphic computing this month. And we take you to the stars with a session on how to construct an astronomical catalog using Bayesian variational inference code.

Urban landscape of old eurpean city

Accelerating x265 with Intel® Advanced Vector Extensions 512 (Intel® AVX-512)

Vector units in CPUs have become the de facto standard for acceleration of media, and other kernels that exhibit parallelism according to the single instruction, multiple data (SIMD) paradigm. SIMD on Intel® architecture processors have evolved to enable 512-bit register files in Intel® Advanced...

Top Ten May

Top Ten Intel Software Developer Stories May

Is that a ship or an iceberg? We find out this month along with applications to improve treatments for epilepsy and Alzheimer's disease.

generic overview a microserver chassis composition

Intel® Xeon® Processor D-2100 Product Family Technical Overview

The Intel® Xeon® processor D-2100 product family, formerly code named Skylake-D, is Intel's latest generation 64-bit server system-on-chip (SoC). It is manufactured using the Intel low-power SoC 14 nm process, with up to 18 cores, and from 60 to 110 watts of power consumption. It brings the...

Array Shape Check: New in Intel® Fortran Compiler 19.0 BETA

Array Shape Check: New in Intel® Fortran Compiler 19.0 BETA

The array shape checking feature implemented in Intel® Fortran Compiler 19.0 BETA checks for array shape conformance where it is required by the Fortran standard. When enabled,...

Intel® Parallel Computing Center at Institute of Computational Cosmology, Durham University

Published on October 13, 2014, updated April 24, 2018

Principal Investigator:

Prof. Richard Bower

A long time ago, Richard Bower grew up in a small Cornish village where the sky was dark and it was warm enough outside to wonder where they came from. Today, he is Professor of Cosmology at Durham University. He...

introduction screen for webinar

C++ Programming and the Persistent Memory Developers Kit

Last updated: April 17, 2018Video length: 58 min

See how to use the Persistent Memory Developers Kit (PMDK) to make your C++ application PMEM aware.

And They

The Best of Modern Code April 2018

Updates for Fortran 2018, a new issue of the Parallel Universe and more Python*.

Code Sample: Exploring MPI for Python* on Intel® Xeon Phi™ Processor

Learn how to write an MPI program in Python*, and take advantage of Intel® multicore architectures using OpenMP threads and Intel® AVX512 instructions.

Enable Intel® Software Development Tools for HPC Applications Running on Amazon EC2* Cluster

1. Introduction

This article demonstrates how to scale-out your high performance computing (HPC) application compiled with Intel® Software Development Tools to leverage Intel® Xeon® Scalable processors hosted in the Amazon Elastic Compute Cloud* (Amazon EC2*) environment. We use the Cloud...

Improve Performance Using Vectorization and Intel® Xeon® Scalable Processors

Introduction

Modern CPUs include different levels of parallelism. High-performance software needs to take advantage of all opportunities for parallelism in order to fully benefit from modern hardware. These opportunities include vectorization, multithreading, memory optimization, and more....

Intel® Xeon Phi™ Processor Software

Download the software and utilities that enable functionalities of the Intel Xeon Phi Processor. Supported Operating Systems are: CentOS 7.2, SuSE Linux Enterprise Server (SLES) 12 and 12 SP1 and Red Hat Enterprise Linux 7.2.

The Intel® Advanced Vector Extensions 512 (Intel® AVX-512) Vector Length Extensions Feature on Intel® Xeon® Scalable Processors

Introduction

Intel® Xeon® Scalable processors support the increasing demands in performance with Intel® Advanced Vector Extensions 512 (Intel® AVX-512), which is a set of new instructions that can accelerate performance for demanding computational workloads.

The full specification of...

The Parallel Universe, Issue #32: Computer Vision is Coming Soon to a Browser Near You

My first exposure to the field of computer vision was Gary Bradski’s OpenCV* article in Dr. Dobb’s Journal. Gary was working in Intel Labs at the time. I’d just joined Intel a few months earlier and was surprised to learn that we were working in that area. OpenCV has come a long way since its...

Gentle Introduction to PyDAAL: Vol 4 Distributed and Online Processing

Introduction

Volume 3 introduced various stages of the predictive model fitting and deployment process in Intel® Distribution for Python's (IDP) Intel® Data Analytics Acceleration Library (Intel® DAAL) used in a batch processing environment. In this volume, we will go deeper into other...

Intel® Parallel Studio XE

Intel® Parallel Studio XE 2019 Beta - Join Now

Thank you for your interest in the Intel® Parallel Studio XE 2019 Beta Program. As a Beta participant, you gain early access to new features and analysis techniques to optimize your high performance computing (HPC), enterprise and cloud applications, as well as a chance to contribute to Intel's...

Intel Debugger

The Best of Modern Code March

Take a deep dive into Modern Code this month; grow your expertise with Python* and more.

Doctor Fortran in "And They're Off!"

Two significant events happened recently in the Fortran world. As I wrote in Doctor Fortran in "DIS, Dat and Doze", the Draft International Standard for Fortran 2018 was submitted for country ballot back in January. There was an eight-week period for possible translations, though I don't know...

VR UX

Top Ten Intel Software Developer Stories March

Create a safe VR social environment and learn more about object detection specifically for drone videos.

MicroPython

Implementing MicroPython as a UEFI Test Framework

Since its introduction in 2005, the Unified Extensible Firmware Interface (UEFI) has become the primary standard for firmware development. As the industry continues to develop Embedded Development Kit II (EDK II) as a core UEFI component, we are also supporting test frameworks to accelerate...

Building FreeFEM++ with Intel Software tools for developers

FreeFEM++ is a package that targeted for researchers who needs a powerful tool for solving partial differential equations.

It can be found at http://www.freefem.org/

By default build instructions for FreeFEM++ uses open-source products http://www.freefem.org/ff++/linux.php ....

Parallel Universe.

The Best of Modern Code for February

This month you can achieve better performance when running NAMD, learn how to deal with MPI firewall blocks and get the latest Parallel Universe update.

Persistent Memory

Top Ten Intel® Software Developer Stories February

This month we add persistent memory to our line-up. Read more about image classification, visualization and fly with the latest VR wingsuit!

Optimizing OpenStack* Swift* Performance with PyPy*

Isolate and address challenges, understand different solutions, and learn best-known methods associated with adopting a PyPy* just-in-time interpreter for a leading cloud computing solution.

Introduction

Python* is an open source, general purpose programming...

Vectorization: A Key Tool To Improve Performance On Modern CPUs

Vectorization is the process of converting an algorithm from operating on a single value at a time to operating on a set of values at one time. Modern CPUs provide direct support for vector operations where a single instruction is applied to multiple data (SIMD).

...

January 2018

The Best of Modern Code January

We're starting the new year with a collection of useful information for Modern Code developers.

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