71 lines
2.5 KiB
Docker
71 lines
2.5 KiB
Docker
# Copyright The Lightning AI team.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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ARG PYTORCH_VERSION=22.09
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# https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes
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FROM nvcr.io/nvidia/pytorch:${PYTORCH_VERSION}-py3
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LABEL maintainer="Lightning-AI <https://github.com/Lightning-AI>"
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ARG LIGHTNING_VERSION=""
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RUN python -c "import torch ; print(torch.__version__)" >> torch_version.info
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COPY ./ /workspace/pytorch-lightning/
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RUN \
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cd /workspace && \
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# replace by specific version if asked
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if [ ! -z "$LIGHTNING_VERSION" ] ; then \
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rm -rf pytorch-lightning ; \
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git clone https://github.com/Lightning-AI/pytorch-lightning.git ; \
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cd pytorch-lightning ; \
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git checkout ${LIGHTNING_VERSION} ; \
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git submodule update --init --recursive ; \
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cd .. ; \
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fi && \
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# save the examples \
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ls -lh pytorch-lightning/ && \
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rm -rf pytorch-lightning/.git && \
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rm -rf pytorch-lightning/_notebooks/.git && \
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mv pytorch-lightning/_notebooks/.notebooks/ notebooks && \
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cp -r pytorch-lightning/*examples . && \
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# Installations \
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pip install "Pillow>=8.2, !=8.3.0" "cryptography>=3.4" "py>=1.10" --no-cache-dir && \
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PACKAGE_NAME=pytorch pip install './lightning[extra,loggers,strategies]' --no-cache-dir && \
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rm -rf pytorch-lightning && \
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pip list
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RUN pip install jupyterlab[all] -U --no-cache-dir
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# create jupyter_notebook_config.py
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RUN mkdir -p /root/.jupyter && \
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echo "c.NotebookApp.contents_manager_class = 'notebook.services.contents.largefilemanager.LargeFileManager'" > /root/.jupyter/jupyter_notebook_config.py
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ENV PYTHONPATH="/workspace"
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RUN \
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TORCH_VERSION=$(cat torch_version.info) && \
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rm torch_version.info && \
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ls -lh . && \
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python --version && \
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pip --version && \
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pip list | grep torch && \
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python -c "import torch; assert torch.__version__.startswith('$TORCH_VERSION'), torch.__version__" && \
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python -c "import pytorch_lightning as pl; print(pl.__version__)"
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CMD ["jupyter", "notebook", "--port=8888", "--no-browser", "--ip=0.0.0.0", "--allow-root"]
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