Data Science

Using OpenGL instead of CUDA for machine learning

CommunityNews

CommunityNews

Using OpenGL instead of CUDA for machine learning

Summary

In this project, we

  1. Added an OpenGL backend for MXNet/TVM - a general-purpose tensor computation framework, so that it automatically compiles a Python program into an OpenGL shader that runs on the GPU on a computer that does not have CUDA.

  2. Explored optimizations of OpenGL shader programs so that a fundamental computation task needed in machine learning - matrix multiplication - has comparable performance with OpenCL on the same machine.

Read in full here:

This thread was posted by one of our members via one of our news source trackers.

View thread on forum
#learning#opengl#cuda
0 1148 0

Where Next?

View thread on forum
learning
opengl
cuda
Home Data Science
#learning#opengl#cuda
0 1148 0
Last post

Popular Other Fields topics Top

PragmaticBookshelf
Data Science

Genetic Algorithms and Machine Learning for Programmers
Self-driving cars, natural language recognition, and online recommendation engines are all possible thanks to Machine Learning. Discover...
#pragprog#ai#published-book/book-genetic-algorithms-and-machine-learning-for-programmers#math#algorithms
4 1959 0
New
AstonJ
Data Science

Police force facial recognition use ruled unlawful (UK)
Probably only a delay of the inevitable - with facial-recognition systems already part of daily lives in countries such as China, how lon...
bbc.co.uk
#facial-recognition#big-data
3 938 3
New
PragmaticBookshelf
Data Science

Genetic Algorithms in Elixir
From finance to artificial intelligence, genetic algorithms are a powerful tool with a wide array of applications. But you don't need an ...
#pragprog#ai/elixir#published-book/book-genetic-algorithms-in-elixir
25 3309 6
New
First poster: bot
Data Science

The Three Cultures of Machine Learning
cs.jhu.edu
#learning
0 824 1
New
CommunityNews
Data Science

We Don't Need Data Scientists, We Need Data Engineers
Data. It’s everywhere and we’re only getting more of it. For the last 5-10 years, data science has attracted newcomers near and far tryin...
mihaileric.com
1 1186 1
New
First poster: bot
Data Science

The Myths, Not So Myths, and Truths about Data Science
As a student, when I was starting to seriously consider Data Science (DS) as a career option, the first thing that came to mind was where...
curious-joe.net
0 1038 0
New
First poster: bot
Data Science

Adversarial.io – Fighting mass image recognition
Adversarial.io is an easy-to-use webapp for altering image material, in order to make it machine-unreadable. It works best with 299 x 29...
adversarial.io
0 968 0
New
First poster: bot
Data Science

Logica: Modern Logic Programming
What is Logica? Logica is an open source declarative logic programming language for data manipulation. Logica is a successor to Yedalog, ...
logica.dev
#programming
0 984 0
New
First poster: bot
Data Science

The Modern Mathematics of Deep Learning
The Modern Mathematics of Deep Learning. We describe the new field of mathematical analysis of deep learning. This field emerged around...
arxiv.org
#learning#pdf#mathematics
0 1129 0
New
ManningBooks
Data Science

Architecting an Apache Iceberg Data Lakehouse
The book focuses on designing a complete, modular lakehouse architecture using Apache Iceberg—leveraging open source tools instead of rel...
#manning#published-book#apacheiceberg#data-architecture#data#datapipeline#apache
2 65 0
New

Other popular topics Top

PragmaticBookshelf
General Dev>Learning Resources

A Common-Sense Guide to Data Structures and Algorithms, Second Edition
Algorithms and data structures are much more than abstract concepts. Mastering them enables you to write code that runs faster and more e...
pragprog.com
#pragprog/python/ruby#published-book/book-a-common-sense-guide-to-data-structures-and-algorithms-second-edition#math#algorithms/js
19 3322 5
New
malloryerik
Frontend>Chat

Svelte - what do you think about it?
Any thoughts on Svelte? Svelte is a radical new approach to building user interfaces. Whereas traditional frameworks like React and Vue...
#opinions/svelte
54 3555 17
New
axelson
Cross Platform>Libraries/Tools

Obsidian – a cross platform app to help you create a knowledge base with Markdown files
I’ve been really enjoying obsidian.md: It is very snappy (even though it is based on Electron). I love that it is all local by defaul...
#apps#macos#windows#linux/markdown#obsidian
38 4062 19
New
AstonJ
General Dev>Code Editors

Poll: Which code editor do you use?
You might be thinking we should just ask who’s not using VSCode :joy: however there are some new additions in the space that might give V...
#code-editors
119 5235 61
New
DevotionGeo
General Dev>Code Editors

Dendron: a personal knowledge management tool on top of VSCode
/vscode#visual-studio-code
28 6034 9
New
AstonJ
General Dev>Dev Chat

How fast do you type? Check your WPM here!
Do the test and post your score :nerd_face: :keyboard: If possible, please add info such as the keyboard you’re using, the layout (Qw...
typing-speed-test.aoeu.eu
/keyboards
82 6920 31
New
AstonJ
Science/Tech>Health & Diet

Did you manage to avoid covid19?
Seems like a lot of people caught it - just wondered whether any of you did? As far as I know I didn’t, but it wouldn’t surprise me if I...
#covid19
190 3839 79
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Rebecca Skinner (Author) Interview and AMA!
Author Spotlight Rebecca Skinner @RebeccaSkinner Welcome to our latest author spotlight, where we sit down with Rebecca Skinner, auth...
#author-spotlight/haskell/book-effective-haskell
106 10605 28
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Erin Dees (Author) Interview and AMA!
Author Spotlight Erin Dees @undees Welcome to our new author spotlight! We had the pleasure of chatting with Erin Dees, co-author of ...
#author-spotlight/ruby/rails/book-effective-testing-with-rspec-3/book-seven-more-languages-in-seven-weeks/book-cucumber-recipes#rspec
24 3704 11
New
AstonJ
AI>Chat

How to: Run DeepSeek on Mac, Windows, and Linux!
This is a very quick guide, you just need to: Download LM Studio: https://lmstudio.ai/ Click on search Type DeepSeek, then select the o...
#macs/deepseek#guides#lm-studio
14 5193 10
New
Back to top

Sponsor Spotlight

WyewWorks

Enabling companies to succeed by building software people love.

Data Science

Other Fields Data Science ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap