The improvement i'm seeing is by 1.5 seconds. Sometimes slower depending on the CUDA dlls version.
I figured it out. The improvement you are able to see is because nvidia fixed the driver compatibility issue with CUDA 11.8 on the 4k series of cards. Everyone using a previous generation is already running at maximum performance.
