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this post was submitted on 04 Oct 2023
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Linux is a family of open source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991 by Linus Torvalds. Linux is typically packaged in a Linux distribution (or distro for short).
Distributions include the Linux kernel and supporting system software and libraries, many of which are provided by the GNU Project. Many Linux distributions use the word "Linux" in their name, but the Free Software Foundation uses the name GNU/Linux to emphasize the importance of GNU software, causing some controversy.
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IDK, I used to have a dedicated software for playing with CUDA. Most of the image-specific AI stuff from the internet require 8 GB of VRAM or more, though.
Nowadays, I don't feel the need for GPU-accelerated computing, though. If I needed, I would write Vulkan compute shaders for that thing.
Yeah. Lots of frameworks are optimized for CUDA (Nvidia). ROCm (AMD) and Intel's efforts are a niche. Hence often cumbersome to set up and get all the performance out of it. Nvidia invests orders of magnitude more into AI. I believe they consider this to be the more profitable market in the future.