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Published 20 hours ago • verified publisher icon pierotofy

Vulkan support

Open pierotofy opened this issue 11 months ago • 3 comments

Vulkan has compute capabilities and could be used for speeding up the training with other GPU brands.

https://www.khronos.org/blog/getting-started-with-vulkan-compute-acceleration

It could also be possible to compile torch to use Vulkan, but that's pretty experimental it seems. https://pytorch.org/tutorials/prototype/vulkan_workflow.html

pierotofy avatar Mar 22 '24 05:03 pierotofy

Vulkan backend seems very promising:

  • https://blog.nomic.ai/posts/gpt4all-gpu-inference-with-vulkan
  • https://github.com/DTolm/VkFFT
  • https://github.com/shg8/3DGS.cpp/tree/main

pfxuan avatar Mar 23 '24 13:03 pfxuan

Also https://github.com/KomputeProject/kompute/

pierotofy avatar Mar 23 '24 16:03 pierotofy

Kompute looks really good. Right now, it's an incubating project in LF AI & Data landscape: https://landscape.lfai.foundation/card-mode?category=programming

pfxuan avatar Mar 23 '24 16:03 pfxuan