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on
L40S
Running
on
L40S
ARG PYTORCH="1.8.1" | |
ARG CUDA="10.2" | |
ARG CUDNN="7" | |
FROM pytorch/pytorch:${PYTORCH}-cuda${CUDA}-cudnn${CUDNN}-devel | |
# To fix GPG key error when running apt-get update | |
RUN rm /etc/apt/sources.list.d/cuda.list \ | |
&& rm /etc/apt/sources.list.d/nvidia-ml.list \ | |
&& apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/3bf863cc.pub \ | |
&& apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu1804/x86_64/7fa2af80.pub | |
# Install system dependencies for opencv-python | |
RUN apt-get update && apt-get install -y libgl1 libglib2.0-0 \ | |
&& apt-get clean \ | |
&& rm -rf /var/lib/apt/lists/* | |
# Install mmcv-full | |
ARG MMCV="1.5.1" | |
RUN pip install openmim && mim install mmcv-full==${MMCV} && python -c 'import mmcv;print(mmcv.__version__)' | |