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
#opengl#learning#cuda
0 1008 0

First Post!

bot

bot

Corresponding tweet for this thread:

Share link for this tweet.

Post #2

Popular Data Science topics Top

AstonJ
Data Science

Will we see more facial recognition in use following Covid-19?
China used facial recognition quite extensively: And now Russia is too: https://www.bbc.co.uk/news/av/world-europe-52157131/coronaviru...
bbc.co.uk
#covid19#facial-recognition
3 625 1
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
3 794 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/elixir#published-book/book-genetic-algorithms-in-elixir#ai
25 2715 6
New
First poster: bot
Data Science

The Three Cultures of Machine Learning
cs.jhu.edu
#learning
0 675 1
New
AstonJ
Data Science

Project Nx - Numerical Elixir
Just listening now… details revealed in Thinking Elixir’s podcast: José Valim visits and finally publicly reveals what Project Nx is! H...
thinkingelixir.com
/elixir#project-nx
5 1622 1
New
First poster: bot
Data Science

Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image
We introduce the problem of perpetual view generation —long-range generation of novel views corresponding to an arbitrarily long camera t...
infinite-nature.github.io
0 993 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
0 808 0
New
First poster: bot
Data Science

Lessons Learned from Two Years as a Data Scientist
Intro I finally escaped from (grad) school in 2019, spent two months interning as an assistant trader at FTX, and have since spent the la...
dawndrain.github.io
0 958 0
New
AstonJ
Data Science

Can AI/ML predict a lottery win?
Biggest jackpot ever apparently! :upside_down_face: I don’t (usually) gamble/play the lottery, but working on a program to predict the...
#ai#machine-learning
19 2895 10
New
First poster: bot
Data Science

Machine Learning Becomes a Mathematical Collaborator
Two recent collaborations between mathematicians and DeepMind demonstrate the potential of machine learning to help researchers generate ...
quantamagazine.org
#learning
0 826 0
New

Other popular topics Top

DevotionGeo
Backend Developer Forum>Chat/Discussions

What is the reason behind Rust’s web framework, Rocket, not performing as well as expected in the Techempower benchmarks?
I know that these benchmarks might not be the exact picture of real-world scenario, but still I expect a Rust web framework performing a ...
/rust#web-frameworks
36 6238 11
New
PragmaticBookshelf
Game Developer Forum>Learning Resources

Apple Game Frameworks and Technologies
Design and develop sophisticated 2D games that are as much fun to make as they are to play. From particle effects and pathfinding to soci...
/swift#pragprog/book-apple-game-frameworks-and-technologies#published-book#macos#game-dev#ios#apple
30 3071 10
New
AstonJ
Code Editors

SpaceVim vs SpaceMacs
SpaceVim seems to be gaining in features and popularity and I just wondered how it compares with SpaceMacs in 2020 - anyone have any thou...
/vim#spacevim#spacemacs/emacs#code-editors
30 3376 14
New
AstonJ
Backend Developer Forum>Questions/Help

Erlang's not installing on macOS Big Sur "You are natively building Erlang/OTP for a later version of MacOSX than current version"
Just done a fresh install of macOS Big Sur and on installing Erlang I am getting: asdf install erlang 23.1.2 Configure failed. checking ...
/erlang#asdf#macos#big-sur
10 5393 8
New
PragmaticBookshelf
In The Spotlight

Spotlight: Noel Rappin (Author)
“Finding the Boundaries” Hero’s Journey with Noel Rappin @noelrappin Even when you’re ultimately right about what the future ho...
#author-spotlight#web-development/rails/book-modern-front-end-development-for-rails/book-rails-5-test-prescriptions
34 3659 21
New
PragmaticBookshelf
In The Spotlight

Spotlight: Chris Pine (Author)
A Hero’s Journey with Chris Pine @chrispine Chris Pine, author of Learn to Program, Third Edition, discusses his journey to beco...
#author-spotlight/book-learn-to-program-third-edition/ruby
81 3249 26
New
Maartz
General Dev Chat

Roc Language - a new purely functional programming language built for speed and ergonomics
Hi folks, I don’t know if I saw this here but, here’s a new programming language, called Roc Reminds me a bit of Elm and thus Haskell. ...
#programminguages#functional-programming
49 4194 14
New
PragmaticBookshelf
In The Spotlight

Spotlight: Jamis Buck (Author) Interview and AMA!
Author Spotlight Jamis Buck @jamis This month, we have the pleasure of spotlighting author Jamis Buck, who has written Mazes for Prog...
#author-spotlight/ruby/book-the-ray-tracer-challenge/book-mazes-for-programmers
21 5405 9
New
PragmaticBookshelf
In The Spotlight

Spotlight: Tammy Coron (Author) Interview and AMA!
Author Spotlight: Tammy Coron @Paradox927 Gaming, and writing games in particular, is about passion, vision, experience, and immersio...
/swift/book-apple-game-frameworks-and-technologies
36 3262 18
New
CommunityNews
In The News

Review of Linux on Minisforum V3 AMD Ryzen Tablet
A Brief Review of the Minisforum V3 AMD Tablet. Update: I have created an awesome-minisforum-v3 GitHub repository to list information fo...
mudkip.me
#review#linux#amd
0 1328 0
New
Back to top

Latest in Data Science

Machine Learning Becomes a Mathematical Collaborator
Data Science
Can AI/ML predict a lottery win?
Data Science
Lessons Learned from Two Years as a Data Scientist
Data Science
The future of deep learning is photonic
Data Science
The Modern Mathematics of Deep Learning
Data Science
Detecting Deepfake Picture Editing
Data Science
ML model can classify sex from retinal photograph, clinicians can't
Data Science
Logica: Modern Logic Programming
Data Science
Using OpenGL instead of CUDA for machine learning
Data Science
Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image
Data Science
Data Science in Julia for Hackers
Data Science
Adversarial.io – Fighting mass image recognition
Data Science
Project Nx - Numerical Elixir
Data Science
The Myths, Not So Myths, and Truths about Data Science
Data Science
We Don't Need Data Scientists, We Need Data Engineers
Data Science
You might not need machine learning
Data Science
The Three Cultures of Machine Learning
Data Science
Genetic Algorithms in Elixir (PragProg)
Data Science
NeRF (Neural Radiance Fields) in the Wild
Data Science
Police force facial recognition use ruled unlawful (UK)
Data Science

View all threads ❯

Latest (all)

Erlang OTP-28.0-rc4 released!
Backend News (official)
The Uncanny Mirror
In The News
You can’t Git clone a team
In The News
As an Experienced LLM User, I Actually Don't Use Generative LLMs Often
In The News
Why Flatpak Apps Use So Much Disk Space On Linux - OSTechNix
Linux In The News
Dummy's Guide to Modern Samplers
In The News
openSUSE: Upgrade to Freedom Campaign Shifts to End of 10
Linux News (official)
Design for 3D-Printing - Rahix' Blog
In The News
Orders of infinity
In The News
Functional HTML — overreacted
In The News
I made a cafe relax game, a browser game
Game Dev Chat/Discussions
Progressive Dehancement
In The News
A DOGE recruiter is staffing a project to deploy AI agents across the US government
In The News
Chips aren’t improving like they used to, and it’s killing game console price cuts
In The News
Fable 5.0.0-alpha.13 released!
Frontend News (official)

View all threads ❯

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.

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'll move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

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.

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'll 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