# Exploring PyTorch and Open-Source Communities with Soumith Chintala, VP/Fellow of Meta, Co-Creator of PyTorch Page: https://stenobird.com/podcast/gradient-dissent/exploring-pytorch-and-open-source-communities-with-soumith-chintala-vp-fellow-of-meta-co-creator-of-pytorch Text version: https://stenobird.com/podcast/gradient-dissent/exploring-pytorch-and-open-source-communities-with-soumith-chintala-vp-fellow-of-meta-co-creator-of-pytorch.md Podcast: [Gradient Dissent: Conversations on AI](https://stenobird.com/podcast/gradient-dissent) Published: 2023-07-13T17:00:00+00:00 Episode link: https://wandb.ai/site/resources/podcast Audio file: https://podcasts.captivate.fm/media/9a806bf5-2674-4de4-b8e5-be6b87d7e958/WEIGHTS-Soumith-Chintala-V1.mp3 Processing state: failed JSON: https://stenobird.com/v1/public/podcasts/gradient-dissent/episodes/exploring-pytorch-and-open-source-communities-with-soumith-chintala-vp-fellow-of-meta-co-creator-of-pytorch Duration seconds: 4115 ## Resource On this episode, we’re joined by Soumith Chintala , VP/Fellow of Meta and Co-Creator of PyTorch. Soumith and his colleagues’ open-source framework impacted both the development process and the end-user experience of what would become PyTorch. We discuss: - The history of PyTorch’s development and TensorFlow’s impact on development decisions. - How a symbolic execution model affects the implementation speed of an ML compiler. - The strengths of different programming languages in various development stages. - The importance of customer engagement as a measure of success instead of hard metrics. - Why community-guided innovation offers an effective development roadmap. - How PyTorch’s open-source nature cultivates an efficient development ecosystem. - The role of community building in consolidating assets for more creative innovation. - How to protect community values in an open-source development environment. - The value of an intrinsic organizational motivation structure. - The ongoing debate between open-source and closed-source products, especially as it relates to AI and machine learning. Resources: - Soumith Chintala https://www.linkedin.com/in/soumith/ - Meta | LinkedIn https://www.linkedin.com/company/meta/ - Meta | Website https://about.meta.com/ - Pytorch https://pytorch.org/ Thanks for listening to the Gradient Dissent podcast, brought to you by Weights & Biases. If you enjoyed this episode, please leave a review to help get the word out about the show. And be sure to subscribe so you never miss another insightful conversation. #OCR #DeepLearning #AI #Modeling #ML ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/gradient-dissent/episodes/exploring-pytorch-and-open-source-communities-with-soumith-chintala-vp-fellow-of-meta-co-creator-of-pytorch/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/gradient-dissent/exploring-pytorch-and-open-source-communities-with-soumith-chintala-vp-fellow-of-meta-co-creator-of-pytorch.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.