Open Source Project: Intel Data Analytics Acceleration Library (DAAL)
We have created a data analytics acceleration project on github, to help accelerate data analytics applications. We have placed the Intel® Data Analytics Acceleration Library (Intel® DAAL), the high...
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Process and Thread Affinity for Intel® Xeon Phi™ Processors x200
The Intel® MPI Library and OpenMP* runtime libraries can create affinities between processes or threads, and hardware resources. This affinity keeps an MPI process or OpenMP thread from migrating to a...
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Understanding NUMA for 3D isotropic Finite Difference (3DFD) wave equation code
This article demonstrates techniques that software developers can use to identify and fix NUMA-related performance issues in their applications using the latest Intel® software development tools.Quick...
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Intel® Xeon® Processor E5-2600 V4 Product Family Technical Overview
Executive SummaryThe Intel® Xeon® processor E5-2600 v4 product family, code-named Broadwell EP, is a two-socket platform based on Intel’s most recent microarchitecture. Intel uses a “tick-tock” model...
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Webcast: Parallel computing on Intel® Architecture
Regulatory pressures, which increase the amount of required computing, the need to improve operational efficiency and competition, which require faster computing, are among the drivers that incent...
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Weather Research and Forecasting Model Optimized for Knights Landing
The Weather Research and Forecasting (WRF) Model is a numerical weather prediction (NWP) system designed for both atmospheric research and operational forecasting needs. It is made up of about a half...
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Using Vulkan graphics API to Render a Cloud of Animated Particles in Stardust...
Download Article in PDF [774 KB]Download Code Sample [Github]Vulkan™ API overviewVulkan™ is the new generation, open standard API for high-efficiency access to graphics and compute on modern...
View ArticleIntel® MKL 2017 Beta - new storage formats for interpolation results array in...
Intel® MKL 2017 Beta introduces new storage formats for interpolation results array in Data Fitting componentIntel® MKL provides interpolation functions df?Interpolate1D / df?InterpolateEx1D within...
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Process and Thread Affinity for Intel® Xeon Phi™ Processors x200
The Intel® MPI Library and OpenMP* runtime libraries can create affinities between processes or threads, and hardware resources. This affinity keeps an MPI process or OpenMP thread from migrating to a...
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Recognizing and Measuring Vectorization Performance
Vectorization promises to deliver as much as 16 times faster performance by operating on more data with each instruction issued. The code modernization effort aims to get all software running faster by...
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Migrating Applications from Knights Corner to Knights Landing Self-Boot...
While there are many different programming models for the Intel® Xeon Phi™ coprocessor (code-named Knights Corner (KNC)), this paper lists the more prevalent KNC programming models and further...
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Hybrid Parallelism: Parallel Distributed Memory and Shared Memory Computing
There are two principal methods of parallel computing: distributed memory computing and shared memory computing. As more processor cores are dedicated to large clusters solving scientific and...
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Finding your Memory Access performance bottlenecks
How your application accesses memory can dramatically impact performance. It is not enough to parallelize your application by adding threads and vectorization. Memory bandwidth is just as important...
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SPIR-V is a better SPIR with Intel® OpenCL™ Code Builder
Download the pdf version of the articleTable of ContentsIntroductionWhat is SPIR-V and how is it different from SPIR?How to produce SPIR-V binary with an Intel® OpenCL* command line compiler?How to...
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Intel® Xeon® E7 v4 Product Family
Based on Intel® Core™ microarchitecture (code-named Broadwell) and manufactured on 14-nanometer process technology, the Intel® Xeon® processor E7 v4 family has more cores and a larger cache size. It...
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Scale-Up Implementation of a Transportation Network Using Ant Colony...
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...
View ArticleHow to Install the Python* Version of Intel® Data Analytics Acceleration...
IntroductionIntel® 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....
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Meet the Experts - Gergana Slavova
Gergana SlavovaTechnical Consulting EngineerGergana Slavova received her bachelor’s degree in computer science at the University of Illinois at Urbana-Champaign in 2005. Following graduation, she...
View ArticleIntel® Xeon Phi™ Processor Software
Summary of latest changesThe Intel® Manycore Platform Software Stack: Description, and supported Operating SystemsDownloadsAbout Offload Over FabricWhere to submit an issueSummary of (latest)...
View ArticleTraining and Deploying Deep Learning Networks with Caffe* Optimized for...
SummaryInstallationData layerDataset preparationTrainingMultinode distributed trainingFine-tuningTestingFeature extractor and visualizationUsing the Python* APIDebuggingExamplesCurrent Caffe*...
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