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Eh, time will tell. Nvidia is killing it because they have "semi decent" software toolchains like CUDA when just about hardware player botched software. That said, a lot of interesting development on the XLA and PyTorch 2.0 sides that lower straight down to LLVM, bypassing Nvidia's CUDA moat today.



The same is also true for https://github.com/ROCmSoftwarePlatform/rocBLAS and https://github.com/ROCmSoftwarePlatform/hipBLASLt although the build stack, distribution— leaves a lot to be desired, and otherwise quite unstable.




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