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52: The success story behind PyTorch

52: The success story behind PyTorch

FromMeta Tech Podcast


52: The success story behind PyTorch

FromMeta Tech Podcast

ratings:
Length:
33 minutes
Released:
Jun 2, 2023
Format:
Podcast episode

Description

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
Released:
Jun 2, 2023
Format:
Podcast episode

Titles in the series (67)

Brought to you by Meta. In addition to remaining active in the open source community and conference circuit, this podcast offers another channel that allows us to highlight the technical work of our engineers who will discuss everything from low-level frameworks to end-user features. Throughout the podcast, Meta engineer Pascal Hartig (@passy) will interview developers in the company.