Statements (88)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:software_framework
gptkb:project |
| gptkbp:bfsLayer |
3
|
| gptkbp:bfsParent |
gptkb:lighthouse
|
| gptkbp:developed_by |
gptkb:William_Falcon
|
| gptkbp:has_community |
user forums
research collaborations active contributors documentation contributors tutorial creators |
| gptkbp:has_feature |
gptkb:software
Checkpointing Data Parallelism Callbacks model versioning automatic checkpointing distributed training Model Versioning Early Stopping Experiment Tracking multi-GPU training logging support Logging Integration Gradient Accumulation Automatic Mixed Precision Custom Training Loops Integration with Comet.ml Integration with M Lflow Integration with Neptune.ai Integration with Optuna Integration with Py Torch Lightning Bolts Integration with Py Torch Lightning CLI Integration with Py Torch Lightning Callback Integration with Py Torch Lightning Checkpointing Integration with Py Torch Lightning Cloud Integration with Py Torch Lightning Data Loader Integration with Py Torch Lightning Data Module Integration with Py Torch Lightning Early Stopping Integration with Py Torch Lightning Lightning CLI Integration with Py Torch Lightning Logger Integration with Py Torch Lightning Loggers Integration with Py Torch Lightning Metrics Integration with Py Torch Lightning Model Integration with Py Torch Lightning Optimizer Integration with Py Torch Lightning Profiler Integration with Py Torch Lightning Scheduler Integration with Py Torch Lightning Trainer Integration with Tensor Board Integration with Weights & Biases Multi-Node Training TPU Support Integration with Py Torch Lightning Lightning Module Integration with Py Torch Lightning Model Checkpoint |
| gptkbp:has_version |
1.0.0
1.5.0 1.14.0 1.15.0 1.12.0 1.7.0 1.10.0 1.6.0 1.8.0 1.11.0 1.13.0 1.9.0 |
| https://www.w3.org/2000/01/rdf-schema#label |
Py Torch Lightning
|
| gptkbp:integrates_with |
gptkb:Py_Torch
|
| gptkbp:is_compatible_with |
gptkb:Py_Torch_1.4+
Python 3.6+ |
| gptkbp:is_part_of |
Py Torch ecosystem
|
| gptkbp:is_used_by |
gptkb:University
gptkb:physicist gptkb:software data scientists machine learning engineers |
| gptkbp:is_used_for |
gptkb:Deep_Learning
deep learning |
| gptkbp:language |
gptkb:Library
|
| gptkbp:offers |
Logging Features
|
| gptkbp:provides |
high-level interface
Model Training Utilities |
| gptkbp:release_date |
gptkb:2019
|
| gptkbp:released_in |
gptkb:2019
|
| gptkbp:repository |
https://github.com/ Py Torch Lightning/pytorch-lightning
|
| gptkbp:supports |
GPU acceleration
GPU Acceleration Multi-GPU Training Distributed Training |