env/CADLLM.def

Bootstrap: docker
From: pytorch/pytorch:2.5.1-cuda12.4-cudnn9-devel

%post
    set -eux
    export DEBIAN_FRONTEND=noninteractive

    apt-get update
    apt-get install -y --no-install-recommends \
        git wget cmake build-essential ca-certificates \
        libgl1-mesa-glx libosmesa6-dev libglu1-mesa-dev
    rm -rf /var/lib/apt/lists/*

    # ---- Open3D (headless), 与 Dockerfile 同一 commit ----
    cd /opt
    git clone https://github.com/isl-org/Open3D.git
    cd Open3D
    git checkout 8e434558a9b1ecacba7854da7601a07e8bdceb26
    mkdir build && cd build
    cmake -DENABLE_HEADLESS_RENDERING=ON \
          -DBUILD_GUI=OFF \
          -DUSE_SYSTEM_GLEW=OFF \
          -DUSE_SYSTEM_GLFW=OFF \
          ..
    make -j16
    make install-pip-package

    # 限制 flash-attn / pytorch3d 的 nvcc 并发,避免 OOM
    export MAX_JOBS=8
    export NVCC_THREADS=2

    # ---- 其余 pip 依赖,版本与 Dockerfile 完全一致 ----
    pip install --no-cache-dir --no-deps \
        git+https://github.com/facebookresearch/pytorch3d@06a76ef8ddd00b6c889768dfc990ae8cb07c6f2f \
        git+https://github.com/CadQuery/cadquery.git@e99a15df3cf6a88b69101c405326305b5db8ed94 \
        cadquery-ocp==7.7.2 \
        casadi==3.6.7 comm==0.2.2 contourpy==1.3.1 cycler==0.12.1 \
        debugpy==1.8.11 einops==0.8.0 ezdxf==1.3.5 \
        flash-attn==2.7.2.post1 \
        fonttools==4.55.3 huggingface-hub==0.27.0 imageio==2.36.1 \
        ipykernel==6.29.5 ipywidgets==8.1.5 jupyter_client==8.6.3 \
        jupyterlab_widgets==3.0.13 kiwisolver==1.4.7 lazy_loader==0.4 \
        manifold3d==3.0.0 matplotlib==3.10.0 multimethod==1.12 \
        nlopt==2.9.0 numpy==2.2.0 path==17.0.0 pyparsing==3.2.0 \
        python-dateutil==2.9.0.post0 pyzmq==26.2.0 regex==2024.11.6 \
        safetensors==0.4.5 scikit-image==0.25.0 scipy==1.14.1 \
        tifffile==2024.12.12 tokenizers==0.21.0 tornado==6.4.2 \
        transformers==4.47.1 trimesh==4.5.3 typish==1.9.3 \
        widgetsnbextension==4.0.13

%environment
    export PYTHONNOUSERSITE=1
    export CUDA_DEVICE_ORDER=PCI_BUS_ID

%runscript
    exec python "$@"