# Use the base image with PyTorch and CUDA support FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-devel # NOTE: # Building the libraries for this repository requires cuda *DURING BUILD PHASE*, therefore: # - The default-runtime for container should be set to "nvidia" in the deamon.json file. See this: https://github.com/NVIDIA/nvidia-docker/issues/1033 # - For the above to work, the nvidia-container-runtime should be installed in your host. Tested with version 1.14.0-rc.2 # - Make sure NVIDIA's drivers are updated in the host machine. Tested with 525.125.06 ENV DEBIAN_FRONTEND=noninteractive # Update and install tzdata separately RUN apt update && apt install -y tzdata # Install necessary packages RUN apt install -y git && \ apt install -y libglew-dev libassimp-dev libboost-all-dev libgtk-3-dev libopencv-dev libglfw3-dev libavdevice-dev libavcodec-dev libeigen3-dev libxxf86vm-dev libembree-dev && \ apt clean && apt install wget && rm -rf /var/lib/apt/lists/* # Create a workspace directory and clone the repository WORKDIR /workspace RUN git clone https://github.com/graphdeco-inria/gaussian-splatting --recursive # Create a Conda environment and activate it WORKDIR /workspace/gaussian-splatting RUN conda env create --file environment.yml && conda init bash && exec bash && conda activate gaussian_splatting # Tweak the CMake file for matching the existing OpenCV version. Fix the naming of FindEmbree.cmake WORKDIR /workspace/gaussian-splatting/SIBR_viewers/cmake/linux RUN sed -i 's/find_package(OpenCV 4\.5 REQUIRED)/find_package(OpenCV 4.2 REQUIRED)/g' dependencies.cmake RUN sed -i 's/find_package(embree 3\.0 )/find_package(EMBREE)/g' dependencies.cmake RUN mv /workspace/gaussian-splatting/SIBR_viewers/cmake/linux/Modules/FindEmbree.cmake /workspace/gaussian-splatting/SIBR_viewers/cmake/linux/Modules/FindEMBREE.cmake # Fix the naming of the embree library in the rayscaster's cmake RUN sed -i 's/\bembree\b/embree3/g' /workspace/gaussian-splatting/SIBR_viewers/src/core/raycaster/CMakeLists.txt # Ready to build the viewer now. WORKDIR /workspace/gaussian-splatting/SIBR_viewers RUN cmake -Bbuild . -DCMAKE_BUILD_TYPE=Release && \ cmake --build build -j24 --target install