lightning/dockers/nvidia/Dockerfile

69 lines
2.3 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.
ARG PYTORCH_VERSION=22.06
# https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes
FROM nvcr.io/nvidia/pytorch:${PYTORCH_VERSION}-py3
LABEL maintainer="Lightning-AI <https://github.com/Lightning-AI>"
ARG LIGHTNING_VERSION=""
RUN python -c "import torch ; print(torch.__version__)" >> torch_version.info
COPY ./ /workspace/lightning/
RUN \
cd /workspace && \
# replace by specific version if asked
if [ ! -z "$LIGHTNING_VERSION" ] ; then \
rm -rf lightning ; \
git clone https://github.com/Lightning-AI/lightning.git ; \
cd lightning ; \
git checkout ${LIGHTNING_VERSION} ; \
git submodule update --init --recursive ; \
cd .. ; \
fi && \
# save the examples \
ls -lh lightning/ && \
mv lightning/_notebooks/.notebooks/ notebooks && \
cp -r lightning/*examples . && \
# Installations \
pip install -q fire && \
pip install "Pillow>=8.2, !=8.3.0" "cryptography>=3.4" "py>=1.10" --no-cache-dir && \
pip install ./lightning["extra","loggers","strategies","examples"] --no-cache-dir && \
rm -rf lightning && \
pip list
RUN pip install jupyterlab[all] -U
RUN pip install lightning-grid -U && \
pip install "py>=1.10" "protobuf>=3.15.6" --upgrade-strategy only-if-needed
ENV PYTHONPATH="/workspace"
RUN \
TORCH_VERSION=$(cat torch_version.info) && \
rm torch_version.info && \
ls -lh . && \
python --version && \
pip --version && \
pip list | grep torch && \
python -c "import torch; assert torch.__version__.startswith('$TORCH_VERSION'), torch.__version__" && \
python -c "import pytorch_lightning as pl; print(pl.__version__)"
CMD ["jupyter", "notebook", "--port=8888", "--no-browser", "--ip=0.0.0.0", "--allow-root"]