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… CuPBoP is a framework to allow the execution of CUDA on non-Nvidia devices.” The trick with CuPBoP, in part, is to use the LLVM framework and its Clang compiler, which can compile both Nvidia CUDA and AMD HIP programs to a standard intermediate representation IR format, which in turn can be compile… …
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… There are so many different ways to get code onto so many different kinds of compute engines that it is enough to make your stomach churn, and there is a modicum of lock-in, intended as with Nvidia’s CUDA stack or not as with AMD’s ROCm and Intel’s OneAPI . “The tools used to deploy AI models today… …