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A Quick Introduction to ‘daal4py’ for Data Scientists
Accelerating scikit-learn with Intel’s accelerated Python requires absolutely no code changes, thereby giving us a nearly effortless way to enhance performance. However, scikit-learn is designed for machine learning operations on...
05/16/2019
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Making Python Fly: Accelerate Performance without Re-coding
Developers are increasingly besieged by the big data deluge. Business units want to find the actionable information buried in all that data, and dev teams are more frequently turning to Python to deliver the answers business users...
04/09/2019
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Simple Python Performance Tune-Ups You Shouldn’t Ignore
Many of us who depend on Python a great deal these days know it’s quite easy to make it run faster without having to change code at all. Sound too good to be true? What’s the catch?
The catch is this: You need to be using...
04/09/2019
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CPU, GPU, FPGA, or DSP: Heterogeneous Computing Multiplies the Processing Power
Whether your code runs on industry-standard PCs or is embedded in devices for specific uses, chances are there’s more than one processor that you can utilize. Graphics processors, DSPs and other hardware accelerators often sit...
02/20/2019
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Making Computer Vision Real Today for Any Application
The demand for intelligent vision solutions, from edge to cloud, shows no sign of slowing down. Enterprises of every type want such applications for surveillance, retail, manufacturing, smart cities and homes, office automation,...
02/20/2019
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Python Power: Intel SDK Accelerates Python Development and Execution
It should be no surprise that Python continues to grow in popularity. Data Scientists, Machine Learning (ML) developers, and all manner of data junkies love the ease of creating Python code – but many are put off by the slow...
02/20/2019
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Achieving the Best QoE: Performance Libraries Accelerate Code Execution
The increasing consumerization of IT means that even staid business applications like accounting need to have the performance and ease of use of popular consumer apps. For many organizations, performance has taken a back burner to...
02/14/2019
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‘Many Devices, One API’ and the OpenVINO Toolkit
Vision as an input is everywhere—and with many accelerators available to assist us. Now there is an optimized toolkit from Intel to span the hardware with a single API, and it includes a library of functions, pre-optimized...
02/07/2019
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AI Is Reshaping Programming: Four Tips on How to Stay on Top
AI is reshaping programming as we know it, creating an intersection of the old and the new. As a programmer, this creates new challenges but with a familiar ring to them. Here are four ways that I’ve found to help me stay on top...
01/29/2019
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Your Guide to Understanding System Performance
Meet Intel® VTune™ Amplifier’s Platform Profiler
12/20/2018
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OpenVINO™ Toolkit and FPGAs
A Look at the FPGA Targeting of this Versatile Toolkit
12/20/2018
BrandPost Sponsored by Intel
Mainstreaming IoT: Intel System Studio 2019 Paves the Way
Thanks to the ever-growing complexity of IT systems, getting the most out of code continues to be a big challenge for many developers. Understanding the interaction of CPUs, GPUs, IDEs, and platforms is daunting enough, but now...
10/30/2018
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Accelerated Python: Give Python an Even Bigger Boost with No Code Changes
Intel’s support of Accelerated Python continues to make it the logical choice for any performance-sensitive Python users (plus it’s free!). Intel’s distribution is a tuned version of the open source Python we all normally use....
10/17/2018
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If You’re ‘As Clever As You Can Be When You Write It,’ Can Intel Parallel Studio Help You Debug It?
One of my favorite quotes is from Brian Kernighan, who wrote: “Everyone knows that debugging is twice as hard as writing a program in the first place. So, if you're as clever as you can be when you write it, how will you ever...
09/25/2018
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Now Available: Intel’s 2019 Software Development Tools
Intel Parallel Studio XE is an expansive suite of software development tools made specifically for building and analyzing software written in C, C++, Fortran, and Python. In my opinion, if you develop C, C++, Fortran, or Python...
09/20/2018
BrandPost Sponsored by Intel
Games, Graphics, and the ‘Gamification of IT'
For game designers, graphics performance can make the difference between a best-seller and a clunker, weighed down by bad reviews. That’s why virtually every game designer tries to ensure they’re getting the most out of the...
07/18/2018
BrandPost Sponsored by Intel
Inside Intel’s Graphics Performance Analyzers Version 2018 R2
The Intel® Graphics Performance Analyzers (Intel® GPA) team describes their tool with this tag line: “Improve your game's performance by quickly identifying problem areas.” Any program that depends on good frame rates will benefit...
07/16/2018
BrandPost Sponsored by Intel
Beating Moore’s Law: Scaling Performance for Another Half-Century
As his 90th birthday approaches, one wonders how Intel co-founder Gordon Moore considers that his famous ‘law’, first postulated in 1965, still pretty much holds true. As revised in the ‘70s, it forecast that the number of...
07/03/2018
BrandPost Sponsored by Intel
Intel’s OpenVINO™ Toolkit: Deep Learning + Vision + Heterogenous Compute
Intel recently renamed its Computer Vision SDK as the OpenVINO™ toolkit. Looking at all that’s been added, it’s not surprising Intel wanted a new name to embrace all the new functionality. Included in the toolkit are three new...
07/02/2018
BrandPost Sponsored by Intel
Accelerated Python: The Momentum Continues
Intel’s support of Accelerated Python continues to be the logical choice for any performance-sensitive Python users. The team has added many new features recently including Python 3.6 support, performance enhancements for...
07/02/2018
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