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Whats new
Lightning Blog
Jan 10, 2021
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5 minutes
DataLoaders Explained: Building a Multi-Process Data Loader from Scratch
Teddy Koker
Dec 9, 2020
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4 minutes
PyTorch Lightning 1.1 - Model Parallelism Training and More Logging Options
PyTorch Lightning Team
Dec 9, 2020
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6 minutes
Introducing PyTorch Lightning Sharded: Train SOTA Models, With Half The Memory
Sean Narenthiran
Nov 2, 2020
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6 minutes
How to get started with ML Reproducibility Challenge 2020
Ananya Harsh Jha
Oct 28, 2020
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5 minutes
Train Conversational AI in 3 lines of code with NeMo and Lightning
Sean Narenthiran
Oct 19, 2020
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7 minutes
PyTorch Lightning 1.0: From 0–600k
Lightning team
Oct 18, 2020
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7 minutes
3 Simple Tricks That Will Change the Way You Debug Pytorch
Adrian Wälchli
Sep 12, 2020
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6 Min Read
Looking Inside The Blackbox — How To Trick A Neural Network
William Falcon
Sep 9, 2020
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5 Min Read
PyTorch Lightning Bolts — From Linear, Logistic Regression on TPUs to pre-trained GANs
PyTorch Lightning team
Sep 1, 2020
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13 Min Read
A Framework For Contrastive Self-Supervised Learning And Designing A New Approach
William Falcon
Aug 26, 2020
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8 Min Read
Keeping Up with PyTorch Lightning and Hydra
Peter Yu
Aug 21, 2020
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3 Min Read
PyTorch Lightning 0.9 — synced BatchNorm, DataModules and final API!
PyTorch Lightning team
Aug 18, 2020
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Effective testing for machine learning systems
Jeremy Jordan
Jul 9, 2020
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5 Min Read
How PyTorch Lightning became the first ML framework to run continuous integration on TPUs
Eden Afek
Jun 30, 2020
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6 Min Read
PyTorch Lightning: Metrics
Justus Schock
Jun 19, 2020
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3 Min Read
PyTorch Multi-GPU Metrics Library and More in PyTorch Lightning 0.8.1
William Falcon
May 11, 2020
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5 Min Read
7 Tips To Maximize PyTorch Performance
William Falcon
Mar 22, 2020
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8 Min Read
PyTorch Lightning 0.7.1 Release and Venture Funding
William Falcon
Feb 27, 2020
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10 Min Read
From PyTorch to PyTorch Lightning — A gentle introduction
William Falcon
Feb 15, 2020
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3 Min Read
Torchbearer Joins PyTorch Lightning
William Falcon
Nov 30, 2019
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6 Min Read
Converting From Keras To PyTorch Lightning
William Falcon
Nov 24, 2019
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4 Min Read
Lit BERT: NLP Transfer Learning In 3 Steps
William Falcon
Nov 14, 2019
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7 Min Read
Simplify And Scale Your PyTorch Code With PyTorch Lighting
William Falcon
Aug 5, 2019
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6 Min Read
Pytorch Lightning vs PyTorch Ignite vs Fast.ai
William Falcon
Aug 2, 2019
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5 Min Read
Trivial Multi-Node Training With Pytorch-Lightning
William Falcon
Jul 28, 2019
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4 Min Read
36 Ways Pytorch Lightning Can Supercharge Your AI Research
William Falcon
Whats new
Community Blog
Dec 5, 2020
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6 minutes
Neural ODEs with PyTorch Lightning and TorchDyn
Michael Poli
Sep 26, 2020
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29 Min Read
EfficientDet Meets Pytorch-Lightning
Yassine Alouini
Sep 23, 2020
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8 Min Read
Automatically finding good learning rate for your network with PyTorch Lightning
mtszkw
Sep 19, 2020
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12 minutes
Introducing PyTorch Forecasting
Jan Beitner
Sep 11, 2020
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13 Min Read
Scaling Logistic Regression Via Multi-GPU/TPU Training
Annika Brundyn
Aug 11, 2020
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7 Min Read
Pytorch Lightning Machine Learning Zero To Hero In 75 Lines Of Code
Sandro
Aug 9, 2020
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TensorBoard with PyTorch Lightning
Neelabh Madan
Jul 28, 2020
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6 Min Read
Automate Your Neural Network Training With PyTorch Lightning
Erfandi Maula Yusnu, Lalu
Jul 17, 2020
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7 Min Read
Video Prediction using Deep Learning and PyTorch-lightning
Andreas Holm Nielsen
Jul 13, 2020
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8 Min Read
Building a Neural Network on Amazon SageMaker with PyTorch Lightning
Luca Bianchi, PhD
Jun 28, 2020
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14 Min Read
Distributed Deep Learning with Ansible, AWS and Pytorch Lightning. Part 1
Alexander Reshytko
Jun 1, 2020
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5 Min Read
Use Pytorch Lightning to Decouple Science science code from engineering code
Ayush Chaurasia
May 30, 2020
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7 Min Read
Productive NLP Experimentation with Python using Pytorch Lightning and Torchtext
Arie Pratama Sutiono
May 21, 2020
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7 Min Read
How I built a Face Mask Detector for COVID-19 using PyTorch Lightning
Jad Haddad
May 15, 2020
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9 Min Read
How To Tag Any Image Using Deep Learning
Tyler Folkman
May 9, 2020
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Getting Started with PyTorch Lightning
Neelabh Madan
May 7, 2020
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How to Keep Track of PyTorch Lightning Experiments with Neptune
Jakub Czakon
Apr 5, 2020
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4 Min Read
Using Optuna to Optimize PyTorch Lightning Hyperparameters
Crissman Loomis
Mar 29, 2020
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11 Min Read
En-Lightning Reinforcement Learning
Donal Byrne
Mar 29, 2020
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13 Min Read
Custom classifier on top of BERT-like Language Model - guide
Marcin Zabłocki
Mar 29, 2020
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7 Min Read
fastai and PyTorch Lightning are democratising AI
Dimitris Poulopoulos
Mar 22, 2020
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7 Min Read
Training Neural Networks for Leela Zero With PyTorch
Peter Yu
Nov 16, 2019
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5 Min Read
How to fine-tune BERT with pytorch-lightning
sobamchan
Oct 9, 2019
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4 Min Read
Scaling Up and Down: Why we moved to PyTorch Lightning
Jeff Ling
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Log PyTorchLightning metrics to Neptune
Neptune AI Team
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Use Pytorch Lightning with Weights & Biases
Lavanya Shukla
