An official docker image of Meshroom can be found on Docker Hub. The relevant Dockerfile can be found in the root directory of the sources
The image is based on the NVIDIA docker which needs to be installed. You can follow the official NVIDIA tutorial here.
To execute the docker image:
docker pull alicevision:meshroom docker run -it --runtime=nvidia meshroom