Statements (49)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software_framework
|
| gptkbp:bfsLayer |
6
|
| gptkbp:bfsParent |
gptkb:fastai.collab
|
| gptkbp:community |
open-source
|
| gptkbp:dependency |
gptkb:Matplotlib
gptkb:Pandas gptkb:board_game gptkb:Sci_Py gptkb:Py_Torch gptkb:Num_Py |
| gptkbp:developed_by |
gptkb:William_Falcon
|
| gptkbp:features |
early stopping
distributed training multi-GPU training model checkpointing TPU support automatic logging |
| gptkbp:first_released |
2019-01-01
|
| gptkbp:has_documentation |
https://pytorch-lightning.readthedocs.io/
|
| https://www.w3.org/2000/01/rdf-schema#label |
pytorch-lightning
|
| gptkbp:integrates_with |
gptkb:Graphics_Processing_Unit
gptkb:Keras gptkb:Hugging_Face_Transformers gptkb:Weights_&_Biases gptkb:fastai gptkb:Neptune.ai gptkb:Comet.ml gptkb:Optuna M Lflow |
| gptkbp:is_used_for |
deep learning
|
| gptkbp:language |
gptkb:Library
|
| gptkbp:latest_version |
1.6.0
|
| gptkbp:license |
Apache License 2.0
|
| gptkbp:platform |
cross-platform
|
| gptkbp:provides |
high-level interface
|
| gptkbp:release_date |
gptkb:2019
|
| gptkbp:repository |
https://github.com/ Py Torch Lightning/pytorch-lightning
|
| gptkbp:supports |
gptkb:Py_Torch
|
| gptkbp:tutorials |
https://pytorch-lightning.readthedocs.io/en/stable/notebooks/lightning_examples.html
https://pytorch-lightning.readthedocs.io/en/stable/advanced/early_stopping.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/cli.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/automatic_logging.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/model_checkpoint.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/distributed_training.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/multi_gpu.html https://pytorch-lightning.readthedocs.io/en/stable/starter/new_project.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/optimizers.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/metrics.html https://pytorch-lightning.readthedocs.io/en/stable/advanced/tpu.html |