I had several issues running dopamine with the last docker image because of the last Jax and CUDA changes. Particularly with the cudnn versions.
I made the following changes to the dockerfile and managed to the image successfully in a gpu:
Changed this line with ARG cuda_docker_tag="11.4.2-cudnn8-devel-ubuntu20.04" to update the docker cuda image to 11.4.2:
Changed this line to RUN pip install --upgrade "jax[cuda]" -f https://storage.googleapis.com/jax-releases/jax_releases.html since the installation command changed.
I had several issues running dopamine with the last docker image because of the last Jax and CUDA changes. Particularly with the cudnn versions.
I made the following changes to the dockerfile and managed to the image successfully in a gpu:
Changed this line with
ARG cuda_docker_tag="11.4.2-cudnn8-devel-ubuntu20.04"
to update the docker cuda image to 11.4.2:Changed this line to
RUN pip install --upgrade "jax[cuda]" -f https://storage.googleapis.com/jax-releases/jax_releases.html
since the installation command changed.