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+# 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"]
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