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c9738280fd
* Change build_*_env jobs to pull base image of current "tag" instead of "master" image * Change nightly flow so build_*_env jobs now gated by build_base (so change in previous bullet works in nightly) * Bugfix in CheckpointDataStore: Call to object.__init__ with parameters * Disabling unstable Doom A3C and ACER golden tests
Container Images
In this directory we've put together several different Dockerfile's that can be used to build containers that have coach and other environments/dependencies installed. How to build these and what each contains is defined below:
default Dockerfile
make buildto create the image- will create a basic Coach installation along with Gym (atari), Mujoco, and Vizdoom environments.
- useful for running unit/integration tests
make unit_teststo run these in the container make shellwill launch this container locally, and provide a bash shell prompt.- includes GPU support (derives from
Dockerfile.basewhich is a CUDA ubuntu 16.04 derived image)
Dockerfile.mujoco_environment
docker build --build-arg MUJOCO_KEY=${MUJOCO_KEY} -f docker/Dockerfile.mujoco_environment .from the parent dir to create the image- contains mujoco environment and Coach.
- you need to supply your own license key (base64 encrypted) as an environment variable
MUJOCO_KEYto ensure you get the complete Mujoco environment
Dockerfile.gym_environment
docker build -f docker/Dockerfile.gym_environment .from the parent dir to create the image- contains OpenAI Gym environment (and all extras) and Coach.
Dockerfile.doom_environment
docker build -f docker/Dockerfile.doom_environment .from the parent dir to create the image- contains vizdoom environment and Coach.
Dockerfile.starcraft_environment
docker build -f docker/Dockerfile.starcraft_environment .from the parent dir to create the image- contains StarcraftII environment and Coach.