dlunion/ffmpeg-hardware-decode

Can I ask a question

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I use https://github.com/FFmpeg/FFmpeg/blob/master/doc/examples/hw_decode.c test decode speed. but I find hard decode slower than soft decode (use cuda). I want to know hard decode must be faster than soft decode? Can you give me some blogs?
Thank you!