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I am pretty sure that does not activate the hardware encoder. https://trac.ffmpeg.org/wiki/HWAccelIntro

We are talking about decoding here. You meant decoder? I can certainly see the hardware decoder being busy in task manager.

I think you should use nvdec instead of cuda. GPU itself is not a hardware decoder, the special decoder unit inside of it is.