Unknown runtime specified nvidia

Hello, i'm new to all this docker world, I tried to use the mobilenet-gpu custom build using docker-compose and got the error "Cannot create container for service compre-face-core: Unknown runtime specified nvidia"

System Specs:
Core i7-8750H @2.20 GHZ
16 GB RAM
NVIDIA GeForce GTX 1060 (mobile) with latest drivers
Windows Home 10 Home Version 21H2

I have Docker-Desktop V 4.5.1

So do I have to perform some previuous configuration so the GPU would work?

Thanks in advance