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