How to deploy PyTorch Lightning models to production - KDnuggets
neptune.ai - Neptune logging was just added to PyTorch Lightning (lightweight PyTorch wrapper). Really easy to use: trainer = Trainer(logger=NeptuneLogger(...)) Check how to use it: https://buff.ly/2TAZdJ8 #MachineLearning #DeepLearning | Facebook
GitHub - theSoenke/pytorch-trainer: Lightweight PyTorch trainer
PyTorch Training + Augments + ViT + KFolds | Kaggle
8 Creators and Core Contributors Talk About Their Model Training Libraries From PyTorch Ecosystem - neptune.ai
Getting Started with PyTorch Lightning | LearnOpenCV
Accessible Multi-Billion Parameter Model Training with PyTorch Lightning + DeepSpeed | by PyTorch Lightning team | PyTorch Lightning Developer Blog
trainer.fit() stuck with accelerator set to "ddp" · Issue #5961 · PyTorchLightning/pytorch-lightning · GitHub
PyTorch Lightning Hooks and Callbacks — my limited understanding | by Stephen Cow Chau | Medium
PyTorch Lightning Hooks and Callbacks — my limited understanding | by Stephen Cow Chau | Medium
allow_unreachable=True) # allow_unreachable flag RuntimeError: element 0 of tensors does not require grad and does not have a grad_fn - PyTorch Forums
PyTorch Lightning on Twitter: "Lightning can now find the learning rate for your PyTorch model automatically using the technique in ("Cyclical Learning Rates for Training Neural Networks " https://t.co/GX5LVKBQ5X) Trainer(auto_lr_find=True) https://t ...
PyTorch Lightning
kamo-naoyuki/pytorch-lightning - Giters
Seven Reasons to Learn PyTorch on Databricks - The Databricks Blog
PyTorch - Trainer + fp16 + Mixup + Kfolds + W&B 🎯 | Kaggle
Introducing Multiple ModelCheckpoint Callbacks | by PyTorch Lightning team | Dec, 2021 | PyTorch Lightning Developer Blog
PyTorch Lightning | NVIDIA NGC
GitHub - PyTorchLightning/pytorch-lightning: The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Implement Reproducibility in PyTorch Lightning - PyTorch Lightning Tutorial
PyTorch Lightning 1.3- Lightning CLI, PyTorch Profiler, Improved Early Stopping | by PyTorch Lightning team | PyTorch | Medium
PyTorch-Ignite
