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Unlocking Pytorch Internals

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Keynote: PyTorch Technical Deep Dive - Alban Desmaison, Peng Wu, Mark Saroufim & Edward Yang, Meta
Keynote: PyTorch Technical Deep Dive - Alban Desmaison, Peng Wu, Mark Saroufim & Edward Yang, Meta
Unlocking Performance: Harnessing LLMs To Streamline GPU Kernel Development in... - Jiannan Wang
Unlocking Performance: Harnessing LLMs To Streamline GPU Kernel Development in... - Jiannan Wang
What PyTorch Is + Setup — Practical PyTorch | 1.1
What PyTorch Is + Setup — Practical PyTorch | 1.1
PyTorch Autograd Explained - In-depth Tutorial
PyTorch Autograd Explained - In-depth Tutorial
Sponsored Keynote: Unlocking AI at Scale for PyTorch Developers - Jeff Gehlhaar
Sponsored Keynote: Unlocking AI at Scale for PyTorch Developers - Jeff Gehlhaar
Let me explain PyTorch in 7 Concepts
Let me explain PyTorch in 7 Concepts
torch.compile: The Missing Manual
torch.compile: The Missing Manual
Keynote: PyTorch 2.1 Technical Deep Dive - Mario, Mark, Mergen, Joe, Peng, Will, Yanan
Keynote: PyTorch 2.1 Technical Deep Dive - Mario, Mark, Mergen, Joe, Peng, Will, Yanan
Complete Pytorch Tensor Tutorial (Initializing Tensors, Math, Indexing, Reshaping)
Complete Pytorch Tensor Tutorial (Initializing Tensors, Math, Indexing, Reshaping)
Lightning Talk: Triton Compiler - Thomas Raoux, OpenAI
Lightning Talk: Triton Compiler - Thomas Raoux, OpenAI
Debugging and Optimization of PyTorch Models
Debugging and Optimization of PyTorch Models

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Last Updated: August 27, 2026

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Unlocking PyTorch Internals
Pytorch Internals Deep Dive: Strides, Shapes, Views, Reshapes
PyTorch in 100 Seconds
PyTorch in 1 Hour
Keynote: PyTorch Technical Deep Dive - Alban Desmaison, Peng Wu, Mark Saroufim & Edward Yang, Meta
Unlocking Performance: Harnessing LLMs To Streamline GPU Kernel Development in... - Jiannan Wang
What PyTorch Is + Setup — Practical PyTorch | 1.1
PyTorch Autograd Explained - In-depth Tutorial
Sponsored Keynote: Unlocking AI at Scale for PyTorch Developers - Jeff Gehlhaar

Videos for Unlocking Pytorch Internals

Unlocking PyTorch Internals
Unlocking PyTorch Internals
Pytorch Internals Deep Dive: Strides, Shapes, Views, Reshapes
Pytorch Internals Deep Dive: Strides, Shapes, Views, Reshapes
PyTorch in 100 Seconds
PyTorch in 100 Seconds
PyTorch in 1 Hour
PyTorch in 1 Hour
Keynote: PyTorch Technical Deep Dive - Alban Desmaison, Peng Wu, Mark Saroufim & Edward Yang, Meta
Keynote: PyTorch Technical Deep Dive - Alban Desmaison, Peng Wu, Mark Saroufim & Edward Yang, Meta
Unlocking Performance: Harnessing LLMs To Streamline GPU Kernel Development in... - Jiannan Wang
Unlocking Performance: Harnessing LLMs To Streamline GPU Kernel Development in... - Jiannan Wang

1. Unlocking PyTorch Internals

The source is an excerpt from a blog post by Edward Z. Yang, originating from a 2019

2. Pytorch Internals Deep Dive: Strides, Shapes, Views, Reshapes

The material in this video gives a solid foundation of

3. PyTorch in 100 Seconds

PyTorch

4. PyTorch in 1 Hour

Don't like the Sound Effect?:* youtu.be/GaLL7ZeXsWk *LLM Training Playlist:* ...

5. Keynote: PyTorch Technical Deep Dive - Alban Desmaison, Peng Wu, Mark Saroufim & Edward Yang, Meta

Keynote:

6. Unlocking Performance: Harnessing LLMs To Streamline GPU Kernel Development in... - Jiannan Wang

Unlocking

7. What PyTorch Is + Setup — Practical PyTorch | 1.1

Before any math: install

8. PyTorch Autograd Explained - In-depth Tutorial

In this

Sponsored Keynote:

10. Let me explain PyTorch in 7 Concepts

PyTorch

11. torch.compile: The Missing Manual

Hear from Edward Yang, Research Engineer for

12. Keynote: PyTorch 2.1 Technical Deep Dive - Mario, Mark, Mergen, Joe, Peng, Will, Yanan

Keynote:

13. Complete Pytorch Tensor Tutorial (Initializing Tensors, Math, Indexing, Reshaping)

In this tutorial we go through the basics you need to know about the basics of tensors and a lot of useful tensor operations.

14. Lightning Talk: Triton Compiler - Thomas Raoux, OpenAI

Lightning Talk: Triton Compiler - Thomas Raoux, OpenAI Triton is a language and compiler for writing highly efficient custom deep ...

15. Debugging and Optimization of PyTorch Models

Deep learning models are often viewed as uninterpretable "black boxes". As researchers, we often extend this thinking to the ...

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