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It's extremely hard to use the standard ML toolchains for GPU on anything that doesn't support CUDA.

>standard ML toolchains

So Nvidia has achieved their goal and pushed ATI out of ML market?

ATI was never in the AI market. They have been trying, but their efforts are a joke compared tobest their competition is doing.

It's one thing to have an API and hardware support for such things, it's a different thing entirely to have support from the major ML stacks (pytorch/tensorflow etc).

Thanks for all the replies. I'm not very knowledgeable about the current state of the big ML frameworks' status. I know better now. Thanks again.

sure, but if tools or libraries would have used Vulkan or OpenCL APIs, then it would have been better