Review of Architecture and Optimization on Intel® Xeon® Scalable Processors...
When I joined the Intel® Student Developer Program in late 2017 I was pretty excited to try the Intel® Xeon® scalable processors [1] that were a part of the Intel® AI DevCloud they launched roughly at...
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Intel® Parallel Computing Center at National Renewable Energy Laboratory
Principal Investigators:Michael Sprague is a senior scientist at the National Renewable Energy Laboratory. Mike’s research interests include high-performance computing and computational mechanics. He...
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Boosting Deep Learning Training & Inference Performance on Intel® Xeon®...
View PDFIn this work we present how, without a single line of code change in the framework, we can further boost the performance for deep learning training by up to 2X and inference by up to 2.7X on...
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Lower Numerical Precision Deep Learning Inference and Training
View PDFIntroductionMost commercial deep learning applications today use 32-bits of floating point precision (ƒp32)for training and inference workloads. Various researchers have demonstrated that both...
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Get Ready, Get Noticed, Get Big: A Practical Guide to Marketing Your Indie Game
Intel has supported the PC gaming community since the late 1970s, when the Intel 8088 processor ran at 4.77 MHz inside the IBM PC. While hardware advances received the early headlines and large studios...
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Hey Game Developers: Enter to Win an iBUYPOWER Revolt 2 and More!
The original article is published by Intel Game Dev on VentureBeat*: Hey game developers: Enter to win an iBUYPOWER Revolt 2 and more!. Get more game dev news and related topics from Intel on...
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Deep Learning for Cancer Diagnosis: A Bright Future
Cancer is a leading cause of death and affects millions of lives every year. Its early detection could help to increase the survival of many lives1 in addition to saving billions of dollars.2 Most of...
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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...
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Vitruvian Game Wingsuit—VR Automation
AbstractThrough virtual reality and an electronically controlled mechanism, the wingsuit flight simulator calls to mind the Vitruvian Man of Leonardo da Vinci. The user controls the flight with a...
View ArticleManage Deep Learning Networks with IntelChainer for Intel® Architecture
SummaryChainer is a Python*-based deep learning framework aiming at flexibility and intuition. It provides automatic differentiation APIs based on the define-by-run approach (a.k.a. dynamic...
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Traffic Light Detection Using the TensorFlow* Object Detection API
AbstractThis case study evaluates the ability of the TensorFlow* Object Detection API to solve a real-time problem such as traffic light detection. The experiment uses the Microsoft Common Objects in...
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Android Things* on Intel® Architecture
Android Things* is an operating system from Google used to build connected devices for the Internet of Things.UpdateIn June 2017, Intel announced it discontinued Intel® Edison compute modules, Intel®...
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Temporally Stable Conservative Morphological Anti-Aliasing (TSCMAA)
File(s):TSCMAA-CodeSample (76.6 MB) License:BSD 3-clauseOptimized with.. OS:Windows® 10 Hardware:Intel® HD Graphics 630Software:Microsoft Visual Studio* 2017, Universal Windows* Platform...
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Face Detection with Intel® Distribution for Python*
AbstractArtificial Intelligence (AI) can be used to solve a wide range of problems, including those related to computer vision, such as image recognition, object detection, and medical imaging. In the...
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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...
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Pedestrian Detection Using Deep Neural Networks on Intel® Architecture
AbstractThis paper explains the process to train and infer the pedestrian detection problem using the TensorFlow* deep learning framework on Intel® architecture. A transfer learning approach was used...
View ArticleIntel® VTune™ Amplifier - Impact of recent OS security updates
The Intel® VTune™ Amplifier product team is investigating the impact of recent OS security updates. We are providing initial guidance which will allow you to continue using VTune Amplifier 2018 Update...
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Clapfoot: The Seven-Year Overnight Success Story
The original article is published by Intel Game Dev on VentureBeat*: Clapfoot: The seven-year overnight success story. Get more game dev news and related topics from Intel on VentureBeat.Indie studios...
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Kert Gartner Explains the Genius Behind Mixed-Reality VR Game Trailers
The worlds of bicycle motocross (BMX) and video-game marketing collide in the person of Kert Gartner, one of the leading indie game trailer producers. Gartner's first film-making experiences consisted...
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