File size: 2,929 Bytes
4e13f35 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 |
FROM nvidia/cuda:12.2.2-cudnn8-devel-ubuntu22.04 AS pytorch-docs-build
LABEL maintainer="unknownue <unknownue@outlook.com>"
LABEL description="An docker environment to build offline PyTorch Docs"
LABEL license="MIT"
ENV DEBIAN_FRONTEND=noninteractive
ARG VERSION_PYTHON=python3.11
ARG VERSION_PYTORCH=2.1.0
ARG VERSION_VISION=0.16.0
WORKDIR /root/
ADD ubuntu-mirror-2204.txt /etc/apt/sources.list
RUN apt update && apt install -y ca-certificates
RUN apt update && \
apt install -y --no-install-recommends git wget p7zip-full build-essential && \
apt install -y --no-install-recommends software-properties-common && \
add-apt-repository ppa:deadsnakes/ppa && \
apt clean
# ENV PATH "/root/usr/bin:${PATH}"
# Install Python and corresponding pip
RUN apt install -y --no-install-recommends $VERSION_PYTHON python3-distutils && \
wget https://bootstrap.pypa.io/get-pip.py && $VERSION_PYTHON get-pip.py && \
# $VERSION_PYTHON get-pip.py && \
apt install -y --no-install-recommends $VERSION_PYTHON-dev && \
apt clean && \
ln -sf $VERSION_PYTHON /usr/bin/python && ln -sf pip3 /usr/bin/pip
# RUN pip3 install pqi && pqi use aliyun
WORKDIR /root/dev/
# clone PyTorch and vision Repository
RUN pip3 install setuptools --no-cache-dir && \
wget https://github.com/pytorch/vision/archive/v$VERSION_VISION.zip -O vision.zip && \
wget https://github.com/pytorch/pytorch/archive/v$VERSION_PYTORCH.zip -O torch.zip && \
7z x vision.zip && 7z x torch.zip && \
rm vision.zip && rm torch.zip && mv vision-$VERSION_VISION/ vision/ && mv pytorch-$VERSION_PYTORCH/ pytorch/
RUN wget https://download.pytorch.org/whl/cu121/torch-2.1.0%2Bcu121-cp311-cp311-linux_x86_64.whl && \
wget https://download.pytorch.org/whl/cu121/torchvision-0.16.0%2Bcu121-cp311-cp311-linux_x86_64.whl && \
pip3 install torch-2.1.0+cu121-cp311-cp311-linux_x86_64.whl && \
pip3 install torchvision-0.16.0+cu121-cp311-cp311-linux_x86_64.whl && \
rm torch-2.1.0+cu121-cp311-cp311-linux_x86_64.whl && \
rm torchvision-0.16.0+cu121-cp311-cp311-linux_x86_64.whl
RUN wget https://raw.githubusercontent.com/pytorch/pytorch/v$VERSION_PYTORCH/requirements.txt -P /home/unknownue/deps/ && \
echo "torch==$VERSION_PYTORCH" >> /home/unknownue/deps/requirements.txt && \
echo "torchvision==$VERSION_VISION" >> /home/unknownue/deps/requirements.txt && \
pip3 install --no-cache-dir --no-deps -r /home/unknownue/deps/requirements.txt
# pip3 install torch==$VERSION_PYTORCH torchvision==$VERSION_VISION --no-cache-dir
# install katex globally. See https://github.com/pytorch/pytorch/issues/27705
RUN apt install -y --no-install-recommends nodejs npm
RUN npm cache clear --force && \
npm config set registry https://registry.npmmirror.com && \
npm install -g katex
# clean up
RUN apt autoremove -y && apt clean && \
rm /usr/bin/python && ln -s /usr/bin/$VERSION_PYTHON /usr/bin/python
CMD ["bash"]
|