100
docker/Dockerfile
Normal file
100
docker/Dockerfile
Normal file
@@ -0,0 +1,100 @@
|
||||
# get the development image from nvidia cuda 12.4 (using devel for full CUDA toolkit)
|
||||
FROM nvidia/cuda:12.4.1-devel-ubuntu22.04
|
||||
|
||||
LABEL name="hunyuan3d21" maintainer="hunyuan3d21"
|
||||
|
||||
# create workspace folder and set it as working directory
|
||||
RUN mkdir -p /workspace
|
||||
WORKDIR /workspace
|
||||
|
||||
# update package lists and install git, wget, vim, libegl1-mesa-dev, and libglib2.0-0
|
||||
RUN apt-get update && apt-get install -y build-essential git wget vim libegl1-mesa-dev libglib2.0-0 unzip git-lfs
|
||||
|
||||
RUN apt-get update && DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends pkg-config libglvnd0 libgl1 libglx0 libegl1 libgles2 libglvnd-dev libgl1-mesa-dev libegl1-mesa-dev libgles2-mesa-dev cmake curl mesa-utils-extra libxrender1
|
||||
|
||||
# Install additional dependencies for compilation
|
||||
RUN apt-get install -y libeigen3-dev python3-dev python3-setuptools libcgal-dev
|
||||
|
||||
ENV PYTHONDONTWRITEBYTECODE=1
|
||||
ENV PYTHONUNBUFFERED=1
|
||||
ENV LD_LIBRARY_PATH=/usr/lib64:$LD_LIBRARY_PATH
|
||||
ENV PYOPENGL_PLATFORM=egl
|
||||
|
||||
# Set CUDA environment variables
|
||||
ENV CUDA_HOME=/usr/local/cuda
|
||||
ENV PATH=${CUDA_HOME}/bin:${PATH}
|
||||
ENV LD_LIBRARY_PATH=${CUDA_HOME}/lib64:${LD_LIBRARY_PATH}
|
||||
ENV TORCH_CUDA_ARCH_LIST="6.0;6.1;7.0;7.5;8.0;8.6;8.9;9.0"
|
||||
|
||||
# install conda
|
||||
RUN wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
|
||||
chmod +x Miniconda3-latest-Linux-x86_64.sh && \
|
||||
./Miniconda3-latest-Linux-x86_64.sh -b -p /workspace/miniconda3 && \
|
||||
rm Miniconda3-latest-Linux-x86_64.sh
|
||||
|
||||
# update PATH environment variable
|
||||
ENV PATH="/workspace/miniconda3/bin:${PATH}"
|
||||
|
||||
# initialize conda
|
||||
RUN conda init bash
|
||||
|
||||
# create and activate conda environment
|
||||
RUN conda create -n hunyuan3d21 python=3.10 && echo "source activate hunyuan3d21" > ~/.bashrc
|
||||
ENV PATH /workspace/miniconda3/envs/hunyuan3d21/bin:$PATH
|
||||
|
||||
# Set conda to always auto-approve
|
||||
RUN conda config --set always_yes true
|
||||
|
||||
RUN conda install Ninja
|
||||
RUN conda install cuda -c nvidia/label/cuda-12.4.1 -y
|
||||
|
||||
# Update libstdcxx-ng to fix compatibility issues (auto-confirm)
|
||||
RUN conda install -c conda-forge libstdcxx-ng -y
|
||||
|
||||
RUN pip install torch==2.5.1 torchvision==0.20.1 torchaudio==2.5.1 --index-url https://download.pytorch.org/whl/cu124
|
||||
|
||||
# Clone Hunyuan3D-2.1 repository
|
||||
RUN git clone https://github.com/Tencent-Hunyuan/Hunyuan3D-2.1.git
|
||||
|
||||
# Remove Chinese mirror sources and torchdiffeq from requirements.txt
|
||||
RUN cd /workspace/Hunyuan3D-2.1 && \
|
||||
sed -i '/--extra-index-url https:\/\/mirrors\.cloud\.tencent\.com\/pypi\/simple\//d' requirements.txt && \
|
||||
sed -i '/--extra-index-url https:\/\/mirrors\.aliyun\.com\/pypi\/simple/d' requirements.txt
|
||||
|
||||
# Install Python dependencies from modified requirements.txt
|
||||
RUN pip install -r Hunyuan3D-2.1/requirements.txt
|
||||
|
||||
# Install custom_rasterizer
|
||||
RUN cd /workspace/Hunyuan3D-2.1/hy3dpaint/custom_rasterizer && \
|
||||
# Set compilation environment variables
|
||||
export TORCH_CUDA_ARCH_LIST="6.0;6.1;7.0;7.5;8.0;8.6;8.9;9.0" && \
|
||||
export CUDA_NVCC_FLAGS="-allow-unsupported-compiler" && \
|
||||
# Install with editable mode
|
||||
pip install -e .
|
||||
|
||||
# Install DifferentiableRenderer
|
||||
RUN cd /workspace/Hunyuan3D-2.1/hy3dpaint/DifferentiableRenderer && \
|
||||
bash compile_mesh_painter.sh
|
||||
|
||||
RUN cd /workspace/Hunyuan3D-2.1 && \
|
||||
wget https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ckpt
|
||||
|
||||
# Set working directory to the cloned repository
|
||||
WORKDIR /workspace/Hunyuan3D-2.1
|
||||
|
||||
# Set global library paths to ensure proper linking at runtime
|
||||
ENV LD_LIBRARY_PATH="/workspace/miniconda3/envs/hunyuan3d21/lib:${LD_LIBRARY_PATH}"
|
||||
|
||||
RUN apt-get install -y libxi6 libgconf-2-4 libxkbcommon-x11-0 libsm6 libxext6 libxrender-dev
|
||||
|
||||
# Activate conda environment by default
|
||||
RUN echo "conda activate hunyuan3d21" >> ~/.bashrc
|
||||
SHELL ["/bin/bash", "--login", "-c"]
|
||||
|
||||
# Cleanup
|
||||
RUN rm -f /workspace/*.zip && \
|
||||
apt-get clean && \
|
||||
rm -rf /var/lib/apt/lists/*
|
||||
|
||||
# Set default command
|
||||
CMD ["/bin/bash"]
|
||||
Reference in New Issue
Block a user