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ARG PYTORCH="1.9.0" | |
ARG CUDA="11.1" | |
ARG CUDNN="8" | |
FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel | |
ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0 7.5 8.0 8.6+PTX" \ | |
TORCH_NVCC_FLAGS="-Xfatbin -compress-all" \ | |
CMAKE_PREFIX_PATH="$(dirname $(which conda))/../" \ | |
FORCE_CUDA="1" | |
RUN rm /etc/apt/sources.list.d/cuda.list \ | |
&& rm /etc/apt/sources.list.d/nvidia-ml.list \ | |
&& apt-key del 7fa2af80 \ | |
&& apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub \ | |
&& apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub | |
# (Optional) | |
# RUN sed -i 's/http:\/\/archive.ubuntu.com\/ubuntu\//http:\/\/mirrors.aliyun.com\/ubuntu\//g' /etc/apt/sources.list && \ | |
# pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple | |
RUN apt-get update \ | |
&& apt-get install -y ffmpeg libsm6 libxext6 git ninja-build libglib2.0-0 libxrender-dev \ | |
&& apt-get clean \ | |
&& rm -rf /var/lib/apt/lists/* | |
# Install MMEngine , MMCV and MMDet | |
RUN pip install --no-cache-dir openmim && \ | |
mim install --no-cache-dir "mmengine>=0.6.0" "mmcv>=2.0.0rc4,<2.1.0" "mmdet>=3.0.0,<4.0.0" | |
# Install MMYOLO | |
RUN git clone https://github.com/open-mmlab/mmyolo.git /mmyolo && \ | |
cd /mmyolo && \ | |
mim install --no-cache-dir -e . | |
WORKDIR /mmyolo | |