this post was submitted on 11 Jun 2023
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OneAPI also looks quite juicy... from someone currently suffering under ROCm and in refusal to give the green goblin any business.
If you can bear the terrible drivers, consider a used nvidia card. They can be decent deals for gaming as well.
What happened to the drivers for the old cards to make them bad?
Crashes, broken adaptive sync, general display problems and, most importantly, stutter. I'm running a version from about a year ago on my 1070 Ti because every time I try to update, some game starts to stutter and I get to use DDU and try multiple versions until I find one that doesn't have that problem.
About 2-3 weeks ago, an update also worsened LLM performance by a lot on 30 and 40 series cards. There were a lot of reports on Reddit, not sure if they fixed it yet.
My default advice for any issue on r/techsupport that could be nvidia driver related has been to DDU and install a version from 3-6 months ago and that has worked shockingly well.
That reminds me, have the r/techsupport mods migrated to lemmy yet? Their explanation of the whole reddit issue was great, so I don't think they'll want to stay on there.
Anyways, back to the topic. Since OP also mentioned ROCm, I'm assuming he uses Linux for that. The nvidia drivers on linux are pretty much unusable because of all the glitches and instabilities they cause. Nvidia is a giant meme in the linux community because of this.
This is so the way. Using a used Tesla P40 in a Linux server for AI stuff. Card goes hard.