| ARG PYTORCH="1.11.0" | |
| ARG CUDA="11.3" | |
| ARG CUDNN="8" | |
| FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel | |
| ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0+PTX" | |
| ENV TORCH_NVCC_FLAGS="-Xfatbin -compress-all" | |
| ENV CMAKE_PREFIX_PATH="$(dirname $(which conda))/../" | |
| # To fix GPG key error when running apt-get update | |
| RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub | |
| RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub | |
| RUN apt-get update && apt-get install -y git ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6 \ | |
| && apt-get clean \ | |
| && rm -rf /var/lib/apt/lists/* | |
| RUN conda clean --all | |
| # Install MMCV | |
| ARG PYTORCH | |
| ARG CUDA | |
| ARG MMCV | |
| RUN ["/bin/bash", "-c", "pip install --no-cache-dir mmcv-full -f https://download.openmmlab.com/mmcv/dist/cu${CUDA//./}/torch${PYTORCH}/index.html"] | |
| # Install MMSegmentation | |
| RUN git clone https://github.com/open-mmlab/mmsegmentation.git /mmsegmentation | |
| WORKDIR /mmsegmentation | |
| ENV FORCE_CUDA="1" | |
| RUN pip install -r requirements.txt | |
| RUN pip install --no-cache-dir -e . | |