GridAI
PyTorch Lightning
Container
GridAI
PyTorch Lightning

Lightweight framework for training models at scale, without the boilerplate. Train on any number of GPUs or nodes without changing your code, and turn on advanced training optimizations with a switch of a flag.

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
["jupyter" "notebook" "--port=8888" "--no-browser" "--ip=0.0.0.0" "--allow-root"]
07/30/2021 9:49 AM UTC
sha256:9b12a94e64f66054752a373c1dadd7bcbbce9d63ddab172d228446745e8980dfRUN
LIGHTNING_VERSION=1.4.0 TORCH_VERSION=$(cat torch_version.info) &&
  rm torch_version.info &&
  python --version &&
  pip --version &&
  pip list | grep torch &&
  python -c "from torch import __version__ as ver ; assert ver == '$TORCH_VERSION', ver" &&
  python -c "import pytorch_lightning as pl; print(pl.__version__)"
07/30/2021 9:49 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
PYTHONPATH=/workspace
07/30/2021 9:49 AM UTC
sha256:1424716cae3103f7875dcbf9ed0dec05fb3f4c7ca51cfc63926512d7aca7cb79RUN
LIGHTNING_VERSION=1.4.0 pip install lightning-grid -U &&
  pip install "py>=1.10" "protobuf>=3.15.6" --upgrade-strategy only-if-needed
07/30/2021 9:49 AM UTC
sha256:40a0789b74047e6d0da9d9ec345156659b530480a48b9627bea5e9db1a401890RUN
LIGHTNING_VERSION=1.4.0 cd /workspace &&
  if [ ! -z "$LIGHTNING_VERSION" ] ; then rm -rf pytorch-lightning ; wget https://github.com/PyTorchLightning/pytorch-lightning/archive/${LIGHTNING_VERSION}.zip --progress=bar:force:noscroll ; unzip ${LIGHTNING_VERSION}.zip ; mv pytorch-lightning-*/ pytorch-lightning ; rm *.zip ; fi &&
  mv pytorch-lightning/_notebooks notebooks &&
  mv pytorch-lightning/pl_examples . &&
  python -c "fname = './pytorch-lightning/requirements/extra.txt' ; lines = [line for line in open(fname).readlines() if not line.startswith('horovod')] ; open(fname, 'w').writelines(lines)" &&
  pip install "Pillow>=8.2, !=8.3.0" "cryptography>=3.4" "py>=1.10" --no-cache-dir --upgrade-strategy only-if-needed &&
  pip install -r ./pytorch-lightning/requirements/extra.txt --no-cache-dir --upgrade-strategy only-if-needed &&
  pip install -r ./pytorch-lightning/requirements/examples.txt --no-cache-dir --upgrade-strategy only-if-needed &&
  pip install ./pytorch-lightning --no-cache-dir &&
  rm -rf pytorch-lightning &&
  pip install jupyterlab[all] -U &&
  pip list
07/30/2021 9:49 AM UTC
sha256:8dcc3ffcb506d521b322772fe53dbc8fb004379eab12c4bd220c1314593ded8fCOPY
dir:18343663bb5c081c808682b9b2f5c51bf92b2c1c765c467371bdc0fe42cbe762 in /workspace/pytorch-lightning/
07/30/2021 9:48 AM UTC
sha256:b9b63aa3e3e4ccabae44becae10c908e0354eaee6524ff50e102820c63a45661RUN
LIGHTNING_VERSION=1.4.0 python -c "import torch ; print(torch.__version__)" >> torch_version.info
07/30/2021 9:48 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
LIGHTNING_VERSION=
07/30/2021 9:48 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
maintainer=PyTorchLightning <https://github.com/PyTorchLightning>
07/30/2021 9:48 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4LABEL
com.nvidia.build.ref=706dbb20f62dd16a38ecdf747ebc479c614b8722
06/17/2021 11:02 PM UTC
...

NVIDIA uses cookies to improve your experience on our web site. We and our third-party partners also use cookies and other tools to collect and record information you provide as well as information about your interactions with our websites for performance improvement, analytics, and to assist in marketing efforts. By clicking "Accept All", you consent to our use of cookies and other tools as described in our Cookie Policy. You can manage your cookie settings by clicking on "Manage Settings." By continuing to use this site or by clicking one of the buttons below, you agree to our Terms of Service (which contains important waivers). Please see our Privacy Policy for more information on our privacy practices.