this post was submitted on 25 Feb 2025
635 points (98.5% liked)
Technology
63375 readers
5790 users here now
This is a most excellent place for technology news and articles.
Our Rules
- Follow the lemmy.world rules.
- Only tech related content.
- Be excellent to each other!
- Mod approved content bots can post up to 10 articles per day.
- Threads asking for personal tech support may be deleted.
- Politics threads may be removed.
- No memes allowed as posts, OK to post as comments.
- Only approved bots from the list below, to ask if your bot can be added please contact us.
- Check for duplicates before posting, duplicates may be removed
- Accounts 7 days and younger will have their posts automatically removed.
Approved Bots
founded 2 years ago
MODERATORS
you are viewing a single comment's thread
view the rest of the comments
view the rest of the comments
What types of compute can you run on an AMD GPU today?
Most CUDA or PyTorch apps can be run through ROCM. Your performance/experience may vary. ZLUDA is also being revived as an alternate route to CUDA compat, as the vast majority of development/intertia is with CUDA.
Vulkan has become a popular “community” GPU agnostic API, all but supplanting OpenCL, even though it’s not built for that at all. Hardware support is just so much better, I suppose.
There are some other efforts trying to take off, like MLIR-based frameworks (with Mojo being a popular example), Apache TVM (with MLC-LLM being a prominent user), XLA or whatever Google is calling it now, but honestly getting away from CUDA is really hard. It doesn’t help that Intel’s unification effort is kinda failing because they keep dropping the ball on the hardware side.