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Use the container

cd docker/
# Build:
docker build -t=fastreid:v0 .
# Launch (requires GPUs)
nvidia-docker run -v server_path:docker_path --name=fastreid --net=host --ipc=host -it fastreid:v0 /bin/sh

Install new dependencies

Add the following to Dockerfile to make persist changes.

RUN sudo apt-get update && sudo apt-get install -y vim

Or run them in the container to make temporary changes.

A more complete docker container

If you want to use a complete docker container which contains many useful tools, you can check my development environment Dockerfile