🚀 TorchData 101: Master Data Loading in PyTorch Like a Pro!
👎🏽 Stop using Dataset + DataLoader.
✅ Load data like a pro using TorchData DataPipes!
Since PyTorch v1.11, TorchData is now in beta.
It's a module containing modular and composable data loading primitives.
In this video I will show you why the DataLoader "sucks" and how to use TorchData.
👉🏽 Link to the demo Notebook: https://github.com/bitswired/bitsof-a...
Hope you'll enjoy it!
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00:00 Intro
00:21 What Is Data Loading?
00:55 The Problem With DataLoader
01:48 Intro To TorchData
03:38 Code Demo Setup
05:13 Load Data With DataLoader
06:52 Load Data Like A Pro With TorchData
08:55 Outro
Resources:
TorchData documentation: https://pytorch.org/data/beta/index.html
TorchData on GitHub: https://github.com/pytorch/data
[RFC] DataLoader architecture updates: https://github.com/pytorch/pytorch/is...
