470
this post was submitted on 19 Sep 2023
470 points (98.8% liked)
Technology
59666 readers
3616 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 another!
- 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
Approved Bots
founded 1 year ago
MODERATORS
you are viewing a single comment's thread
view the rest of the comments
view the rest of the comments
The state of GPUs on Linux:
Or buy a motherboard with dual slots and install one of each, hopefully you're made of money
AMD is getting better for ML/scientific computing very fast for the regular consumer GPUs. I have seen the pytorch performance more than double on my 6700xt in 6 months to the point that it has better performance than a 3060(not ti).
Great to know, but unfortunately CUDA is still too entrenched in comparison to OpenCL - hopefully there's some way to convert from one to the other.
OpenCL is dead. Vulkan is the future.
We still need core libraries to be written as Vulkan compute shaders, similar to cuFFT and cuDNN.
There is VkFFT, but I don't know how good it is. I don't think anyone has written a VkDNN library.
NVIDIA has signaled that they will fully support Vulkan.
What about SYCL?
There's also ROCm from AMD that is suppoed to be the rival of CUDA.
Gaming has been perfectly fine, just use the proprietary driver.
Congratulations you just killed 2/3 of all Linux users reading this post
I mean, I play proprietary games, no need to insist on foss drivers...
Nvidia can game just as well as it does on windows, proprietary driver inconveniences aside.
I'm doing both on AMD, while I contribute to a bunch of ROCm packages. Stable Diffusion XL and training runs great.