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A comment on Google's First Tensor Processing Unit: Architecture. Parent comment
CUDA is a language you write kernels. It competes with OpenAI's Triton language.
Here's what CUDA looks like: https://github.com/tspeterkim/flash-attention-minimal/blob/m...
This is what Triton looks like: https://triton-lang.org/main/getting-started/tutorials/06-fu...
By contrast Vulcan looks like this: https://github.com/KhronosGroup/Vulkan-Samples/blob/main/sam...
(It's true to some extent that maybe you could use Vulcan shaders to write deep learning kernels, maybe? I'm not aware of anyone doing it though)
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CUDA is a language you write kernels. It competes with OpenAI's Triton language.
Here's what CUDA looks like: https://github.com/tspeterkim/flash-attention-minimal/blob/m...
This is what Triton looks like: https://triton-lang.org/main/getting-started/tutorials/06-fu...
By contrast Vulcan looks like this: https://github.com/KhronosGroup/Vulkan-Samples/blob/main/sam...
(It's true to some extent that maybe you could use Vulcan shaders to write deep learning kernels, maybe? I'm not aware of anyone doing it though)