Dockerfile

#FROM nvidia/cuda:11.3.0-cudnn8-devel-ubuntu20.04
FROM registry.baidubce.com/paddlepaddle/paddle:2.5.1-gpu-cuda11.2-cudnn8.2-trt8.0

ENV DEBIAN_FRONTEND=noninteractive
#RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 'A4B469963BF863CC'

RUN apt-key del 7fa2af80
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/machine-learning/repos/ubuntu2004/x86_64/7fa2af80.pub


RUN apt-get update && apt-get install -y vim python3 python3-pip 

RUN pip3 install --upgrade pip
RUN pip3 install setuptools>=40.3.0 

RUN pip3 install -U scipy scikit-learn
RUN pip3 install torch==1.12.1+cu113 torchvision==0.13.1+cu113 torchaudio==0.12.1 --extra-index-url https://download.pytorch.org/whl/cu113
RUN pip3 install torchsummary
RUN pip3 install tensorboard==2.11.0
RUN pip3 install einops
RUN pip3 install paddleseg