25 lines
850 B
Docker
25 lines
850 B
Docker
ARG PYTORCH="1.6.0"
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ARG CUDA="10.1"
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ARG CUDNN="7"
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FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel
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ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0+PTX"
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ENV TORCH_NVCC_FLAGS="-Xfatbin -compress-all"
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ENV CMAKE_PREFIX_PATH="$(dirname $(which conda))/../"
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RUN apt-get update && apt-get install -y ffmpeg libsm6 libxext6 git ninja-build libglib2.0-0 libsm6 libxrender-dev libxext6 \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/*
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# Install MMCV MMDetection MMClassification
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RUN pip install mmcv-full==1.3.12 -f https://download.openmmlab.com/mmcv/dist/cu101/torch1.6.0/index.html
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RUN pip install mmcls mmdet
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# Install MMFewShot
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RUN conda clean --all
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RUN git clone https://github.com/open-mmlab/mmfewshot.git /mmfewshot
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WORKDIR /mmfewshot
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ENV FORCE_CUDA="1"
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RUN pip install -r requirements/build.txt
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RUN pip install --no-cache-dir -e .
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