PyTorch Lightning package

URI: https://gptkb.org/entity/PyTorch_Lightning_package
GPTKB entity
Statements (33)
Predicate Object
gptkbp:instanceOf gptkb:software
gptkbp:built gptkb:PyTorch
gptkbp:category gptkb:convolutional_neural_network
gptkb:machine_learning_framework
gptkbp:designedFor deep learning
gptkbp:documentation https://lightning.ai/docs/pytorch/stable/
gptkbp:enables early stopping
callbacks
gradient accumulation
logging integration
scalable model training
custom training loops
automatic checkpointing
automatic learning rate finder
modular code
gptkbp:firstReleased 2019
gptkbp:license gptkb:Apache_License_2.0
gptkbp:maintainedBy gptkb:Lightning_AI
gptkbp:pipName gptkb:pytorch-lightning
gptkbp:programmingLanguage gptkb:Python
gptkbp:purpose enable reproducible research
simplify PyTorch code
standardize training loops
gptkbp:repository https://github.com/Lightning-AI/lightning
gptkbp:supports distributed training
mixed precision training
multi-GPU training
TPU training
gptkbp:usedBy gptkb:researchers
industry practitioners
gptkbp:bfsParent gptkb:PyTorch_Lightning_Tuner
gptkbp:bfsLayer 7
https://www.w3.org/2000/01/rdf-schema#label PyTorch Lightning package