Subvolts take Learn how PyTorch achieved success through community, compatibility, and audience focus. Jun 2, 2023 - Developers
- Learn strategies for building and growing a successful open-source project and understand PyTorch's design principles.
- Business
- Gain insights into fostering community and ensuring product longevity, applicable to any software development effort.
This is a solid interview discussing the development and success of a major open-source AI framework.
52: The success story behind PyTorch
Audio streams from Meta. Your place is remembered on this device.
From Subvolts
Summary and analysis by Subvolts editorial, AI-assisted.
The Meta Tech Podcast episode "52: The success story behind PyTorch" features host Pascal Harris interviewing Meta developer advocate Suraj. They explore PyTorch's journey from its 2016 release to becoming a popular machine learning framework. Key factors discussed include understanding the target audience, maintaining backward compatibility, and fostering a strong community.
This podcast explains how PyTorch, a tool for building AI, became so popular. It covers the decisions made when it was created, like focusing on users and keeping it easy to use, which helped it grow into a widely adopted technology.
This episode offers insights into building and growing a successful open-source project. It's valuable for developers and project managers interested in community building and product strategy. Understanding PyTorch's success factors can inform current efforts by frontier labs like Meta AI and Google Gemini to foster adoption of their own AI frameworks and tools, highlighting the importance of developer experience and community engagement in the competitive AI landscape.
- HostPascal Harris
- GuestSurajdeveloper advocate, Meta
- Episode Title: 52: The success story behind PyTorch
- Show: Meta Tech Podcast
- Length: 33 minutes
- PyTorch Release Year: 2016
- Guest: Suraj, developer advocate at Meta
PyTorch is now one of the most popular machine learning frameworks out there but that was not a foregone conclusion when it was released in 2016. Our host Pascal is joined by Suraj, a developer advocate here at Meta, to dissect the history of PyTorch and look at the factors that contributed to its success. That includes understanding your target audience, maintaining backwards compatibility, fostering a helpful community and so much more.
You don't need to be an expert in PyTorch to enjoy the discussion as Suraj explains all the basics.
Got feedback? Send it to us on Twitter (https://twitter.com/metatechpod), Instagram (https://instagram.com/metatechpod) and don't forget to follow our host @passy (https://twitter.com/passy and https://mastodon.social/@passy). Fancy working with us? Check out https://www.metacareers.com/.
Links:
-
Meta Open Source Blog: Creating Safe Spaces for Underrepresented Individuals in Open Source Communities - https://developers.facebook.com/blog/post/2023/05/31/creating-safe-spaces/
-
PyTorch Developer Podcast - https://pytorch-dev-podcast.simplecast.com/
-
PyTorch - https://pytorch.org/
-
PyTorch on GitHub - https://github.com/pytorch/pytorch
-
Announcing the PyTorch Foundation: A new era for the cutting-edge AI framework - https://ai.facebook.com/blog/pytorch-foundation/
Timestamps:
-
-
Intro 0:05
-
Suraj Intro 1:52
-
What is PyTorch? 4:39
-
History of PyTorch 5:33
-
Choosing a Target Audience 7:27
-
Python and Performance 11:20
-
Design Decisions 19:04
-
OSS Governance and Community 21:11
-
PyTorch 2.0 25:47
-
How to get started 28:32
-
Outro 30:14
- Bloopers 32:16
-
- machine learning framework
- Suraj
- a set of tools and libraries that help build artificial intelligence programs
- backward compatibility
- Suraj
- ensuring new versions of software still work with older versions
- OSS Governance
- Suraj
- how an open-source project is managed and makes decisions
38 min41 min87: Everything is Power: Battery Life Engineering for AI Glasses
WithRey, Dmitrii
43 min86: A Hard Cell: Engineering Ultra-Narrow Batteries for AI Glasses
WithKarthik, Myuran
39 min85: Reel Friends: Building Social Discovery that Scales to Billions
WithJoseph, Subasree
Questions people ask
- What is PyTorch?
- PyTorch is a popular machine learning framework that was released in 2016.
- What factors contributed to PyTorch's success?
- Success factors include understanding the target audience, maintaining backward compatibility, and fostering a helpful community.
Page generated Oct 19, 2026. Summaries are Subvolts' own; the audio, artwork and notes belong to Meta.