Getting started with PyTorch Lightning for Deep Learning

preview_player
Показать описание

Learn how PyTorch Lightning can help you make building your Deep Learning projects easier. You'll learn how to install it and have a look at the emotion classification dataset GoEmotions by Google.

⭐️ Tutorial Contents ⭐️

(00:00) What is PyTorch Lightning?
(03:26) GoEmotions dataset by Google
(04:27) Setup Google Colab notebook
(06:06) Exploring the data
(14:20) Tokenizing a Reddit comment
(18:15) Choosing sequence length
(21:15) Coming up next

#PyTorch #PyTorchLightning #DeepLearning #MachineLearning
  1. Venelin Valkov
  2. Machine Learning
  3. Artificial Intelligence
  4. Data Science
  5. Deep Learning
  6. PyTorch
Рекомендации по теме
PyTorch in 100 0:02:43

PyTorch in 100 Seconds

Getting Started with 0:32:21

Getting Started with PyTorch Lightning ⚡️

Getting started with 0:21:54

Getting started with PyTorch Lightning for Deep Learning

Unit 5.1 | 0:03:40

Unit 5.1 | Getting Started with Structuring Your PyTorch Code using Lightning

PyTorch Lightning #1 0:07:36

PyTorch Lightning #1 - Why Lightning?

PyTorch Lightning Tutorial 0:28:02

PyTorch Lightning Tutorial - Lightweight PyTorch Wrapper For ML Researchers

Introduction to Coding 0:20:43

Introduction to Coding Neural Networks with PyTorch and Lightning

PyTorch vs TensorFlow 0:03:47

PyTorch vs TensorFlow | Ishan Misra and Lex Fridman

PyTorch for Deep 1:37:26

PyTorch for Deep Learning & Machine Learning – Full Course

Learn PyTorch Lightning 0:41:08

Learn PyTorch Lightning Flash

Introducing PyTorch Lightning 0:18:11

Introducing PyTorch Lightning to Simplify Deep Learning Training and Evaluation

PyTorch Lightning Training 0:04:12

PyTorch Lightning Training Intro

PyTorch Lightning - 0:00:26

PyTorch Lightning - Speed up model training with benchmark

Getting Started with 0:20:11

Getting Started with Pytorch 2.0 and Hugging Face Transformers - Philipp Schmid, Hugging Face

Converting from pytorch 0:03:41

Converting from pytorch to pytorch lightning in 4 minutes

Converting from PyTorch 0:41:08

Converting from PyTorch to PyTorch Lightning

PyTorch Lightning - 0:00:43

PyTorch Lightning - Identifying Vanishing and Exploding Gradients with Track Grad Norm

Twitch Live Coding 0:56:45

Twitch Live Coding - Make Your First Contribution to PyTorch Lightning

PyTorch Lightning - 0:00:24

PyTorch Lightning - Auto select GPUs

PyTorch Lightning Live: 0:48:34

PyTorch Lightning Live: Session 1 - Upgrade your Code to v1.6

PyTorch Lightning - 0:00:37

PyTorch Lightning - log every n steps

Episode 3: From 0:37:13

Episode 3: From PyTorch to PyTorch Lightning

PyTorch Lightning - 0:00:40

PyTorch Lightning - Debugging with fast dev run

PyTorch Lightning - 0:00:33

PyTorch Lightning - num sanity val steps

Комментарии
Автор

standard Venelin proceedure. Ive learn a lot from you. Looking forward to the next one.

darraghcaffrey
Автор

Great tutorial Venelin, thank you! Do you have a repo for the code in this Pytorch Lightning tutorial series of yours?

RedShipsofSpainAgain
Автор

Waiting for this and thanks for new tutorials. Do you plan to do this with hardware such as Arduino

Mohamm-ed
Автор

Dear Venelin, Are you no longer doing "1: 1 Consultation"? I'd like to meet with you so we can see if we can solve a forecasting problem, if you can.

alvarofernandezescobar
Автор

Hi sir please i want to contact you. is there any alternative for that?

tankeuful
join shbcf.ru