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슈퍼 컴퓨터의 미래, ‘병렬 컴퓨팅’에 묻다

슈퍼 컴퓨터의 미래, ‘병렬 컴퓨팅’에 묻다 | EEDSP | Scoop.it
지난 13일 미국 솔트레이크시티에서는 ‘2012 슈퍼컴퓨팅 학술대회’가 개최됐다. 슈퍼컴퓨팅 학술대회는 매 6개월마다 전 세계...
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EEDSP
Digital Signal Processing, Data Analytics, Big Data, HPC, Deep Learning, GPGPU, Distributed and Parallel Computing
Curated by Shiwon Cho
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High Performance Analytics with GPU Acceleration - Analytics Industry News

High Performance Analytics with GPU Acceleration - Analytics Industry News | EEDSP | Scoop.it
Historically we have heard a lot about CPU and in-memory computing. What exactly is GPU acceleration and why should analytics pros care about it?
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Why Programmers Should Automate More

Why Programmers Should Automate More | EEDSP | Scoop.it
Last week, I created a small script to aid my workflow which left me wondering why I didn’t make it earlier. It adds an option in Finder’s context menu to start a static web server in any folder which makes it easier to preview static websites. Technically, it’s equivalent to firing up the terminal, cding to the directory, and using one of the many options to create a static server. The convenience of doing in one step which took three is minor, but automating the process is also advantageous in secondary ways. The crucial benefit is removing the tedious chunk—even if a small one—of my work. I can take pride in how my real work won’t include time to get a static server running.

Everyone’s daily work is filled with similar tedious chunks insomuch that it’s hard to distinguish the real work. Time spent in checking reports buried down a web of links; in collating data from several sources; in syncing files via email. In programming? In creating a build with five manual steps; in setting up workflow that requires several applications to be up and running. Time spent in these trivial tasks eats into the real work; worse, creates an impression that real work is getting done.
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CUDA 9 Features Revealed: Volta, Cooperative Groups and More | Parallel Forall

CUDA 9 Features Revealed: Volta, Cooperative Groups and More | Parallel Forall | EEDSP | Scoop.it
The CUDA 9 release includes support for Volta GPUs, Cooperative Groups programming model extensions, faster libraries, and improved developer tools.
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The Three Ages of AI – Figuring Out Where We Are

The Three Ages of AI – Figuring Out Where We Are | EEDSP | Scoop.it
Summary:  Just where are we in the Age of AI, where are we going, and what happens when we get there?
 
When things are changing fast, sometimes it’s necessary…
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MapD Open Sources GPU-Powered Database

MapD Open Sources GPU-Powered Database | EEDSP | Scoop.it


MapD announced the MapD Core database to the open source community under the Apache 2 license, seeding a new generation of data applications.


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High-Performance Models  |  TensorFlow

High-Performance Models  |  TensorFlow | EEDSP | Scoop.it
This document and accompanying scripts detail how to build highly scalable models that target a variety of system types and network topologies. The techniques in this document utilize some low-level TensorFlow Python primitives. In the future, many of these techniques will be incorporated into high-level APIs.
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Understanding Machine Learning - DZone Big Data

Understanding Machine Learning - DZone Big Data | EEDSP | Scoop.it
What, exactly, is machine learning? Brush up on your machine learning knowledge right here.
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techiexpert's curator insight, May 5, 10:04 AM
What, exactly, is machine learning ??
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Groq This: New AI Chips to Give GPUs a Run for Deep Learning Money

Groq This: New AI Chips to Give GPUs a Run for Deep Learning Money | EEDSP | Scoop.it
CPUs and GPUs, move over. Thanks to recent revelations surrounding Google’s new Tensor Processing Unit (TPU), the computing world appears to be on the cusp
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What Is the Deep Web? [INFOGRAPHIC]

What Is the Deep Web? [INFOGRAPHIC] | EEDSP | Scoop.it
The Deep Web consists of all the websites that can’t be accessed via search engines. Most people use search engines to navigate the internet and, because of this, will never come across the mysterious, disorganized and occasionally seedy network known as the Deep Web. How Do Search Engines Work? Search engines want to cover as […]
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Taming Recurrent Neural Networks for Better Summarization | Abigail See

Taming Recurrent Neural Networks for Better Summarization | Abigail See | EEDSP | Scoop.it
This is a blog post about our latest paper, Get To The Point: Summarization with Pointer-Generator Networks, to appear at ACL 2017. Code will be release
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Deep Neural Network from scratch

Deep Neural Network from scratch | EEDSP | Scoop.it
In this blog post you will learn how a neural network works. All the parts are explained, including the maths. You will also find a python implementation using numpy and a second one using TensorFlow.
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Emotional chatting machine assesses your emotion and copies it

Emotional chatting machine assesses your emotion and copies it | EEDSP | Scoop.it
Chatbots have never been able to empathize. That looks set to change, thanks to a Chinese team that has built a chatbot capable of conveying specific emotions.
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A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN

A Brief History of CNNs in Image Segmentation: From R-CNN to Mask R-CNN | EEDSP | Scoop.it
At Athelas, we use Convolutional Neural Networks(CNNs) for a lot more than just classification! In this post, we’ll see how CNNs can be used, with great results, in image instance segmentation. Ever…
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Machine learning evolution (infographic)

Machine learning evolution (infographic) | EEDSP | Scoop.it
What will it take for AI to become mainstream in business? The convergence of different research approaches—and lots of human intelligence.
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Which machine learning algorithm should I use?

Which machine learning algorithm should I use? | EEDSP | Scoop.it
This resource is designed primarily for beginner to intermediate data scientists or analysts who are interested in identifying and applying machine learning algorithms to address the problems of their interest.
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Inside Volta: The World’s Most Advanced Data Center GPU | Parallel Forall

Inside Volta: The World’s Most Advanced Data Center GPU | Parallel Forall | EEDSP | Scoop.it
NVIDIA Tesla V100 is the most advanced data center GPU ever built to accelerate AI, HPC, and Graphics. This post details the Volta GPU architecture.
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NVIDIA Delivers New Deep Learning Software Tools for Developers | NVIDIA Blog

NVIDIA Delivers New Deep Learning Software Tools for Developers | NVIDIA Blog | EEDSP | Scoop.it
To help developers meet the growing complexity of deep learning, NVIDIA today announced better and faster tools for our software development community. This includes a significant update to the NVIDIA SDK, which includes software libraries and tools for developers building AI-powered applications. With each new generation of GPU architecture, we’ve continually improved the NVIDIA SDK. …
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Deep Learning for Program Synthesis - Microsoft Research

Deep Learning for Program Synthesis - Microsoft Research | EEDSP | Scoop.it
By Rishabh Singh, Jacob Devlin, Abdelrahman Mohamed, and Pushmeet Kohli, Microsoft Research Despite the many advances in computing over the past decades, the actual process of writing computer software has not fundamentally changed — a programmer must manually code the exact algorithmic logic of a program in a step-by-step manner using a specialized programming language. Although programming languages …
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Approximating the Softmax for Learning Word Embeddings

Approximating the Softmax for Learning Word Embeddings | EEDSP | Scoop.it
This blog post gives an overview of softmax-based and sampling-based approaches that approximate the softmax layer for learning word embeddings.
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Deep Learning for Program Synthesis - Microsoft Research

Deep Learning for Program Synthesis - Microsoft Research | EEDSP | Scoop.it
By Rishabh Singh, Jacob Devlin, Abdelrahman Mohamed, and Pushmeet Kohli, Microsoft Research Despite the many advances in computing over the past decades, the actual process of writing computer software has not fundamentally changed — a programmer must manually code the exact algorithmic logic of a program in a step-by-step manner using a specialized programming language. Although programming languages …
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16 Free and Open-Source Business Intelligence Tools - DZone Big Data

16 Free and Open-Source Business Intelligence Tools - DZone Big Data | EEDSP | Scoop.it
Take a look at some great free and open-source business intelligence tools, including the ELK stack, Helical Insight, BIRT, Jasperreports server, and BIRT.
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Open Source Deep Learning Frameworks and Visual Analytics

Open Source Deep Learning Frameworks and Visual Analytics | EEDSP | Scoop.it
Deep Learning gets more and more traction. It basically focuses on one section of Machine Learning: Artificial Neural Networks. This article explains why Deep…
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Machine learning methods (infographic)

Machine learning methods (infographic) | EEDSP | Scoop.it
What’s the right algorithm for the task? Our visual primer shows the most common ones in use and the business problems they solve.
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Teaching Machines to Draw

Teaching Machines to Draw | EEDSP | Scoop.it
Posted by David Ha, Google Brain Resident Abstract visual communication is a key part of how people convey ideas to one another. From
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