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.

Where Next?

Popular Other Fields topics Top

AstonJ
China used facial recognition quite extensively: And now Russia is too: https://www.bbc.co.uk/news/av/world-europe-52157131/coronaviru...
New
PragmaticBookshelf
From finance to artificial intelligence, genetic algorithms are a powerful tool with a wide array of applications. But you don't need an ...
New
New
First poster: bot
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...
New
First poster: bot
One of the first things to note about this book is that it is not an academic textbook. The authors of this book are not academics but a ...
New
First poster: bot
Summary In this project, we Added an OpenGL backend for MXNet/TVM - a general-purpose tensor computation framework, so that it automat...
New
First poster: davearonson
Deep learning may transform health care, but model development has largely been dependent on availability of advanced technical expertise...
New
CommunityNews
“Markpainting” is a clever technique to watermark photos in such a way that makes it easier to detect ML-based manipulation: An image o...
New
First poster: bot
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...
New
ManningBooks
DAX Reimagined isn’t just another beginner’s guide to the powerful DAX language. This unique book teaches you how to work with the engine...
New

Other popular topics Top

AstonJ
If it’s a mechanical keyboard, which switches do you have? Would you recommend it? Why? What will your next keyboard be? Pics always w...
New
PragmaticBookshelf
Brace yourself for a fun challenge: build a photorealistic 3D renderer from scratch! In just a couple of weeks, build a ray tracer that r...
New
PragmaticBookshelf
Write Elixir tests that you can be proud of. Dive into Elixir’s test philosophy and gain mastery over the terminology and concepts that u...
New
DevotionGeo
I know that -t flag is used along with -i flag for getting an interactive shell. But I cannot digest what the man page for docker run com...
New
Rainer
My first contact with Erlang was about 2 years ago when I used RabbitMQ, which is written in Erlang, for my job. This made me curious and...
New
Exadra37
Oh just spent so much time on this to discover now that RancherOS is in end of life but Rancher is refusing to mark the Github repo as su...
New
Maartz
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. ...
New
AstonJ
If you want a quick and easy way to block any website on your Mac using Little Snitch simply… File > New Rule: And select Deny, O...
New
AnfaengerAlex
Hello, I’m a beginner in Android development and I’m facing an issue with my project setup. In my build.gradle.kts file, I have the foll...
New
PragmaticBookshelf
Explore the power of Ash Framework by modeling and building the domain for a real-world web application. Rebecca Le @sevenseacat and ...
New