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Intel® Distribution for Python* versus Non-Optimized Python: Breast Cancer...
AbstractThis case study compares the performance of Intel® Distribution for Python* to that of non-optimized Python using a breast cancer classification. This comparison was done using machine learning...
View ArticleLarge Matrix Operations with SciPy* and NumPy*: Tips and Best Practices
IntroductionLarge matrix operations are the cornerstones of many important numerical and machine learning applications. In this article, we provide some recommendations for using operations in Scipy or...
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Finding Missing Kids through Code
Every year, hundreds of thousands of children go missing in the United States. Missing teenagers are at high risk of becoming victims of sex trafficking. Thorn, a nonprofit based in San Francisco, has...
View ArticleIoT 101 Series #1 - Design IoT devices - Introduction
The innovative process that is applied to the design and development of IoT objects must guarantee, as for any other product, on the other hand, high performance compared to some aspects, among the...
View ArticleIoT 101 Series #2 - Design IoT devices - Technologies & Design
One of the problems to be faced when entering a new technology or service on the market is the possibility that people will not accept and / or understand innovation.As normal it is, in addition to a...
View ArticleIoT 101 Series #3 - Design IoT devices - Usability & Affordance
Careful usability design is an essential part of the overall design process of the objects if you want your product to reach its full potential, therefore it is essential to take into account all the...
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CIFAR-10 Classification using Intel® Optimization for TensorFlow*
AbstractThis work demonstrates the experiments to train and test the deep learning AlexNet* topology with the Intel® Optimization for TensorFlow* library using CIFAR-10 classification data on Intel®...
View ArticleConfigure Virtual Fabrics in Intel® Omni-Path Architecture
IntroductionVirtual Fabrics (vFabrics)* allow multiple network applications running on the same fabric at the same time with limited interference. Using vFabrics, a physical fabric is divided into many...
View ArticleLicense manager installer reports invalid license
When installing version 2.6 or higher of the Intel® Software License Manager, it may report that the license file provided is invalid. This can be caused by a mismatch in the hostname between the...
View ArticleWhat's New? OpenCL™ Runtime 16.1.2 (CPU only)
The 16.1.2 release update includes: New optional __attribute__((intel_vec_len_hint(<uint>)))This attribute can be used to provide a hint to the compiler that the kernel will perform best if...
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Video Transcoding on Intel® Xeon® Scalable Processor with FFmpeg*
AbstractVideo streaming is becoming a common practice across many different fields and companies. Software vendors have to deliver video streams efficiently and quickly, while maintaining a high level...
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Use Intel® QuickAssist Technology Efficiently with NUMA Awareness
IntroductionIntel® QuickAssist Technology (Intel® QAT) delivers high-performance capabilities for commonly used encryption/decryption and compression/decompression operations. With the advent of the...
View ArticleBest Known Methods: Firewall Blocks MPI Communication among Nodes
This article shares three methods you can use when dealing with the firewall blocking the Message Passing Interface (MPI) communication among many machines. For example, when running an MPI program...
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Enhancing User Experience: Krita Application Utilizing Multiple Cores on...
By Fredrick Odhiambo and Dmitry KazakovKrita is a professional, FREE, and open source painting program. It is made by artists that want to see affordable art tools for everyone.Executive Summary"Now I...
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A Closer Look at Object Detection, Recognition and Tracking
OverviewBelow, we seek guidance from the dictionary to appropriately define and discern the terms object detection, object recognition and object tracking. We then explore some of the algorithms...
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Watch Fall 2017 Intel® VNF Next Virtual Conference Sessions on Intel...
The Out of the Box Network Developers Meetup group hosted the first Intel® VNF Next Virtual Conference on Nov. 13, 2017. At this event, experts from companies including Intel, Huawei, Red Hat, and...
View ArticleIssue Fix: "Illegal Instructions" Error in Intel® IPP Functions
Summary:Intel® IPP provides optimization code for the Intel® Advanced Vector Extensions 512 (Intel® AVX-512), Intel® Advanced Vector Extensions 2(Intel® AVX2), and Intel® Advanced Vector Extensions...
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Intel® Resource Director Technology Extensions: Introducing the L2 Code and...
IntroductionThis article introduces a new feature on future Intel Atom® processors to enable isolation and prioritization of code and data (individually) within the L2 cache. For specialized...
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Hands-On AI Part 24: TensorFlow* Serving for AI API and Web App Deployment
A Tutorial Series for Software Developers, Data Scientists, and Data Center ManagersWelcome to the final article in the hands-on AI tutorial series. We have been building a movie-generation demo app...
View ArticleIntel® Advisor issue with resolving debug symbols
Problem:An issue was discovered in Intel Advisor® where the tool was taking a long time to resolve symbols. During the finalization phase Intel Advisor does not progress past the message:“Processing...
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