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Julia also has some of the nicest GPU abstraction frameworks of any language, achieving pretty low friction portability over a decent subset of CUDA, Metal, ROCm and CPU. KernelAbstractions.jl, AcceleratedKernels.jl etc.


This is one of my favorite things about it. Very pleasant to use.


I think this is true and agree. But also, the bar was pretty low before Julia, and since Julia it's been raised by languages like Futhark and Halide.




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