[R] How to make CUDA libraries more performant?

Hi, I am trying to understand some things about CUDA (I am a noob when it comes to CUDA).

* Consider any library provided by Nvidia like cuDNN and consider some function "F" defined in this library. From my understanding, the implementation of "F" is architecture-dependent i.e. it might be implemented differently on Ampere than on previous architectures to get the most performance. Am I correct in saying this? (and is this the reason why I should prefer Nvidia libraries …

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