You cannot select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
51 lines
1.5 KiB
Docker
51 lines
1.5 KiB
Docker
2 years ago
|
#FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-devel
|
||
|
|
#FROM tensorflow/tensorflow:nightly-gpu
|
||
|
|
#FROM nvidia/cuda:12.1.0-runtime-ubuntu20.04
|
||
|
|
FROM nvidia/cuda:11.8.0-devel-ubuntu22.04
|
||
|
|
|
||
|
|
ARG USER
|
||
|
|
ARG GROUP
|
||
|
|
ARG UID
|
||
|
|
ARG GID
|
||
|
|
|
||
|
|
RUN groupadd --gid ${GID} ${GROUP}
|
||
|
|
RUN useradd --shell /bin/bash --uid ${UID} --gid ${GID} --create-home ${USER}
|
||
|
|
RUN mkdir /wd
|
||
|
|
RUN chown ${USER}:${GROUP} /wd
|
||
|
|
|
||
|
|
# SYSTEM INITIALIZATION
|
||
|
|
RUN apt update; apt install python3 python3-pip -y
|
||
|
|
#RUN ln -s /usr/bin/pip3 /usr/bin/pip
|
||
|
|
RUN pip install --upgrade pip
|
||
|
|
RUN pip install jupyterlab
|
||
|
|
RUN pip install tensorflow==2.12.0
|
||
|
|
RUN pip install pandas
|
||
|
|
RUN pip install scikit-learn
|
||
|
|
RUN pip install matplotlib
|
||
|
|
RUN pip install keras
|
||
|
|
|
||
|
|
RUN apt install software-properties-common wget curl git -y
|
||
|
|
ENV OS=ubuntu22.04
|
||
|
|
|
||
|
|
RUN wget https://developer.download.nvidia.com/compute/cuda/repos/${OS}/x86_64/cuda-${OS}.pin; \
|
||
|
|
mv cuda-${OS}.pin /etc/apt/preferences.d/cuda-repository-pin-600; \
|
||
|
|
apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/${OS}/x86_64/3bf863cc.pub; \
|
||
|
|
add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/${OS}/x86_64/ /"
|
||
|
|
|
||
|
|
ENV cuda_version=cuda11.8
|
||
|
|
ENV cudnn_version=8.8.1.*
|
||
|
|
RUN apt-get update; \
|
||
|
|
apt-get install libcudnn8=${cudnn_version}-1+${cuda_version} -y; \
|
||
|
|
apt-get install libcudnn8-dev=${cudnn_version}-1+${cuda_version} -y
|
||
|
|
|
||
|
|
RUN pip install dvc[webdav]
|
||
|
|
|
||
|
|
USER ${USER}
|
||
|
|
|
||
|
|
# USER INITIALIZATION
|
||
|
|
# RUN ...
|
||
|
|
|
||
|
|
SHELL ["/bin/bash", "--login", "-i", "-c"]
|
||
|
|
ENV SHELL=bash
|
||
|
|
WORKDIR /wd
|