99 lines
3.7 KiB
Docker
99 lines
3.7 KiB
Docker
# Copyright The PyTorch Lightning team.
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
FROM ubuntu:20.04
|
|
|
|
LABEL maintainer="PyTorchLightning <https://github.com/PyTorchLightning>"
|
|
|
|
ARG PYTHON_VERSION=3.9
|
|
ARG CONDA_VERSION=4.9.2
|
|
|
|
SHELL ["/bin/bash", "-c"]
|
|
|
|
# for skipping configurations
|
|
ENV \
|
|
DEBIAN_FRONTEND=noninteractive \
|
|
CONDA_ENV=lightning
|
|
|
|
RUN apt-get update -qq && \
|
|
apt-get install -y --no-install-recommends \
|
|
build-essential \
|
|
ca-certificates \
|
|
cmake \
|
|
curl \
|
|
git \
|
|
jq \
|
|
libopenmpi-dev \
|
|
unzip \
|
|
wget \
|
|
&& \
|
|
# Install conda and python.
|
|
# NOTE new Conda does not forward the exit status... https://github.com/conda/conda/issues/8385
|
|
curl -o ~/miniconda.sh https://repo.anaconda.com/miniconda/Miniconda3-py39_${CONDA_VERSION}-Linux-x86_64.sh && \
|
|
chmod +x ~/miniconda.sh && \
|
|
~/miniconda.sh -b && \
|
|
rm ~/miniconda.sh && \
|
|
# Cleaning
|
|
apt-get autoremove -y && \
|
|
apt-get clean && \
|
|
rm -rf /root/.cache && \
|
|
rm -rf /var/lib/apt/lists/*
|
|
|
|
ENV \
|
|
PATH="/root/miniconda3/bin:$PATH" \
|
|
LD_LIBRARY_PATH="/root/miniconda3/lib:$LD_LIBRARY_PATH"
|
|
|
|
COPY environment.yml environment.yml
|
|
|
|
RUN conda create -y --name $CONDA_ENV python=${PYTHON_VERSION} pytorch=${PYTORCH_VERSION} cudatoolkit=${CUDA_VERSION} -c pytorch && \
|
|
conda init bash && \
|
|
python -c "import re ; fname = 'environment.yml' ; req = re.sub(r'python>=[\d\.]+', 'python=${PYTHON_VERSION}', open(fname).read()) ; open(fname, 'w').write(req)" && \
|
|
python -c "import re ; fname = 'environment.yml' ; req = re.sub(r'- pytorch[>=]+[\d\.]+', '# - pytorch=${PYTORCH_VERSION}', open(fname).read()) ; open(fname, 'w').write(req)" && \
|
|
python -c "fname = 'environment.yml' ; req = open(fname).readlines() ; open(fname, 'w').writelines([ln for ln in req if not any(n in ln for n in ['pytorch>', 'horovod'])])" && \
|
|
cat environment.yml && \
|
|
conda env update --file environment.yml && \
|
|
conda clean -ya && \
|
|
rm environment.yml
|
|
|
|
ENV \
|
|
PATH=/root/miniconda3/envs/${CONDA_ENV}/bin:$PATH \
|
|
LD_LIBRARY_PATH="/root/miniconda3/envs/${CONDA_ENV}/lib:$LD_LIBRARY_PATH" \
|
|
# if you want this environment to be the default one, uncomment the following line:
|
|
CONDA_DEFAULT_ENV=${CONDA_ENV} \
|
|
MKL_THREADING_LAYER=GNU
|
|
|
|
COPY ./requirements/extra.txt requirements-extra.txt
|
|
COPY ./requirements/test.txt requirements-test.txt
|
|
COPY ./requirements/adjust-versions.py adjust_versions.py
|
|
COPY ./.actions/assistant.py assistant.py
|
|
|
|
RUN \
|
|
pip list | grep torch && \
|
|
python -c "import torch; print(torch.__version__)" && \
|
|
python adjust_versions.py requirements-extra.txt && \
|
|
pip install -q fire && \
|
|
python assistant.py requirements_prune_pkgs fairscale,horovod --req_files requirements-extra.txt && \
|
|
# Install remaining requirements
|
|
pip install -r requirements-extra.txt --no-cache-dir && \
|
|
pip install -r requirements-test.txt --no-cache-dir && \
|
|
rm requirements*
|
|
|
|
RUN \
|
|
# Show what we have
|
|
pip --version && \
|
|
conda info && \
|
|
pip list && \
|
|
python -c "import sys; assert sys.version[:3] == '$PYTHON_VERSION', sys.version" && \
|
|
python -c "import torch; assert torch.__version__.startswith('$PYTORCH_VERSION'), torch.__version__"
|