Ditto about the CUDA and cuDNN part. My project that was running fine for the past 4 years just "died" after a colleague's oversight on upgrading the GPU(1080Ti -> 3090) which isn't compatible with the new cuDNN. It is just too much of a hassle maintaining that *expletive* jargon so I did the wise decision to kill it.