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3d-reconstruction-toolkit/lichtfeld-studio/Dockerfile
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Docker

# Builder stage
ARG CUDA_VERSION=12.8.0
FROM nvidia/cuda:${CUDA_VERSION}-devel-ubuntu24.04 AS builder
ENV DEBIAN_FRONTEND=noninteractive
ENV HOME=/workspace
WORKDIR ${HOME}
# Install build tools, compilers, CMake, vcpkg, and project dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
build-essential \
ca-certificates \
curl \
git \
gnupg2 \
libglu1-mesa-dev \
libxcursor-dev \
libxinerama-dev \
locales \
lsb-release \
ninja-build \
pkg-config \
python3 \
python3-dev \
python3-pip \
software-properties-common \
sudo \
unzip \
wget \
xorg-dev \
zip && \
add-apt-repository ppa:ubuntu-toolchain-r/test && \
apt-get update && \
apt-get install -y --no-install-recommends \
gcc-14 \
g++-14 \
gfortran-14 && \
update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-14 60 && \
update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-14 60 && \
update-alternatives --install /usr/bin/gfortran gfortran /usr/bin/gfortran-14 60 && \
update-alternatives --set g++ /usr/bin/g++-14 && \
update-alternatives --set gcc /usr/bin/gcc-14 && \
update-alternatives --set gfortran /usr/bin/gfortran-14 && \
rm -rf /var/lib/apt/lists/*
# Bootstrap vcpkg
RUN git clone https://github.com/microsoft/vcpkg.git ${HOME}/vcpkg && \
cd ${HOME}/vcpkg && ./bootstrap-vcpkg.sh -disableMetrics
ENV VCPKG_ROOT=${HOME}/vcpkg
ENV PATH=${VCPKG_ROOT}:$PATH
# Install specific CMake version
RUN wget https://github.com/Kitware/CMake/releases/download/v4.0.3/cmake-4.0.3-linux-x86_64.sh && \
chmod +x cmake-4.0.3-linux-x86_64.sh && \
./cmake-4.0.3-linux-x86_64.sh --skip-license --prefix=/usr/local && \
rm cmake-4.0.3-linux-x86_64.sh
# Fetch Libtorch
WORKDIR ${HOME}/LichtFeld-Studio
RUN wget https://download.pytorch.org/libtorch/cu128/libtorch-cxx11-abi-shared-with-deps-2.7.1%2Bcu128.zip && \
unzip libtorch-cxx11-abi-shared-with-deps-2.7.1+cu128.zip -d external/ && \
rm libtorch-cxx11-abi-shared-with-deps-2.7.1+cu128.zip
# Build the project. Disable OpenGL-CUDA Interop since this isn't supported by
# WSL yet https://docs.nvidia.com/cuda/wsl-user-guide/index.html
COPY LichtFeld-Studio ${HOME}/LichtFeld-Studio
RUN cmake -B build \
-DCMAKE_BUILD_TYPE=Release \
-DENABLE_CUDA_GL_INTEROP=OFF \
-G Ninja && \
cmake --build build -- -j8
# Runtime stage
FROM nvidia/cuda:${CUDA_VERSION}-runtime-ubuntu24.04
ENV DEBIAN_FRONTEND=noninteractive
ENV HOME=/workspace
WORKDIR ${HOME}
# Install only the runtime dependencies
RUN apt-get update && \
apt-get install -y --no-install-recommends \
libgl1 \
libglu1-mesa \
libgomp1 \
openssh-client \
unzip \
wget \
x11-apps \
zenity && \
rm -rf /var/lib/apt/lists/*
# Copy built artifacts from the builder stage
COPY --from=builder ${HOME}/LichtFeld-Studio/build ${HOME}/LichtFeld-Studio/build
COPY --from=builder ${HOME}/LichtFeld-Studio/external ${HOME}/LichtFeld-Studio/external
COPY --from=builder ${HOME}/LichtFeld-Studio/parameter ${HOME}/LichtFeld-Studio/parameter
COPY --from=builder ${HOME}/LichtFeld-Studio/resources ${HOME}/LichtFeld-Studio/resources
COPY --from=builder ${HOME}/LichtFeld-Studio/weights ${HOME}/LichtFeld-Studio/weights
ENV PATH="${HOME}/LichtFeld-Studio/build:$PATH"
ENTRYPOINT ["/bin/bash"]