Dockerfile_mmdetseg

ARG PYTORCH="1.6.0"
ARG CUDA="10.1"
ARG CUDNN="7"

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))/../"

RUN apt-get update && apt-get install -y ffmpeg libsm6 libxext6 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
RUN pip install mmcv-full==1.3.14 -f https://download.openmmlab.com/mmcv/dist/cu101/torch1.6.0/index.html


# Install 
RUN pip install timm==0.4.5

# Install MMDetection
RUN conda clean --all
RUN git clone https://github.com/open-mmlab/mmdetection.git /mmdetection
WORKDIR /mmdetection
ENV FORCE_CUDA="1"
RUN pip install -r requirements/build.txt
RUN pip install --no-cache-dir -e .

# Install MMSegmentation
RUN pip install importlib-metadata==4.2
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 .

# Install apex
RUN git clone https://github.com/NVIDIA/apex /apex
WORKDIR /apex
RUN python setup.py install --cpp_ext --cuda_ext

WORKDIR /workspace