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PyTorch DevLog

pytorch / devlogs

Developer blog for PyTorch

5 1 Language: CSS Updated: 1mo ago

README

PyTorch DevLog

Developer technical notes โ€” durable, AI-accessible, and open to the OSS community.

Browse the devlog โ†’

PyTorch developers regularly produce deep technical content about design decisions, performance analyses, and feature implementations. This repo makes that knowledge permanent, searchable, machine-indexable, and available to OSS users and AI agents โ€” so it doesn't get buried in chat threads or ephemeral posts.

Why

  • AI-accessible: LLM tools that index PyTorch automatically gain access to this technical context
  • Open to OSS: Contributors get visibility into internal technical discussions
  • Durable: Versioned Markdown files remain discoverable indefinitely

Topics

Directory Scope
dynamic_shapes/ Unbacked shapes, guards, symbol semantics
dispatcher/ Dispatch keys, operator registry, extensibility
dynamo/ TorchDynamo graph capture
inductor/ TorchInductor codegen
distributed/ FSDP, DTensor, c10d
export/ torch.export, AOTInductor

Contributing

  1. Pick or create a topic directory under content/ โ€” each folder automatically becomes a topic on the site
  2. Add an _index.md with a title and description if creating a new topic
  3. Write a Markdown file with a date-prefixed filename: YYYY-MM-DD-title.md
  4. Add images under content/<topic>/images/
  5. Open a PR

See the post template for the recommended front matter and structure.

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