########################################## # Dockerfile for TD-MPC2 # # Nicklas Hansen, 2023 (c) # # https://www.tdmpc2.com # # -------------------------------------- # # Build instructions: # # docker build . -t /tdmpc2:1.0.1 # # docker push /tdmpc2:1.0.1 # # -------------------------------------- # # Run: # # docker run -i \ # # -v //tdmpc2:/tdmpc2 \ # # --gpus all \ # # -t /tdmpc2:1.0.1 \ # # /bin/bash # ########################################## # base image FROM pytorch/pytorch:2.5.1-cuda12.4-cudnn9-runtime ENV DEBIAN_FRONTEND=noninteractive # packages RUN apt-get -y update && \ apt-get install -y --no-install-recommends build-essential git nano rsync vim tree curl wget \ swig ffmpeg unzip htop tmux xvfb ca-certificates bash-completion libjpeg-dev libpng-dev \ libssl-dev libcurl4-openssl-dev libopenmpi-dev zlib1g-dev qtbase5-dev qtdeclarative5-dev \ libglib2.0-0 libglu1-mesa-dev libgl1-mesa-dev libvulkan1 libgl1-mesa-glx libosmesa6 \ libosmesa6-dev libglew-dev mesa-utils && \ apt-get clean && \ apt-get autoremove -y && \ rm -rf /var/lib/apt/lists/* && \ mkdir /root/.ssh # conda environment COPY nvidia_icd.json /usr/share/vulkan/icd.d/nvidia_icd.json COPY environment.yaml /root RUN conda update conda && \ conda env update -n base -f /root/environment.yaml && \ rm /root/environment.yaml && \ conda clean -ya && \ pip cache purge && \ conda init SHELL ["/bin/bash", "-c"] RUN echo "cd /root" >> /root/.bashrc # image does not include metaworld, maniskill, myosuite # these can be installed separately; see environment.yaml for details # success! RUN echo "Successfully built TD-MPC2 Docker image!"