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Functional modules
Manage episode 296821911 series 2921809
Content provided by PyTorch, Edward Yang, and Team PyTorch. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by PyTorch, Edward Yang, and Team PyTorch or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Functional modules are a proposed mechanism to take PyTorch's existing NN module API and transform it into a functional form, where all the parameters are explicit argument. Why would you want to do this? What does functorch have to do with it? How come PyTorch's existing APIs don't seem to need this? What are the design problems?
Further reading.
- Proposal in GitHub issues https://github.com/pytorch/pytorch/issues/49171
- Linen design in flax https://flax.readthedocs.io/en/latest/design_notes/linen_design_principles.html
83 episodes
Share
Manage episode 296821911 series 2921809
Content provided by PyTorch, Edward Yang, and Team PyTorch. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by PyTorch, Edward Yang, and Team PyTorch or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Functional modules are a proposed mechanism to take PyTorch's existing NN module API and transform it into a functional form, where all the parameters are explicit argument. Why would you want to do this? What does functorch have to do with it? How come PyTorch's existing APIs don't seem to need this? What are the design problems?
Further reading.
- Proposal in GitHub issues https://github.com/pytorch/pytorch/issues/49171
- Linen design in flax https://flax.readthedocs.io/en/latest/design_notes/linen_design_principles.html
83 episodes
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Similar to PyTorch Developer Podcast
Africa-focused technology, digital and innovation ecosystem insight and commentary.
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…
continue reading
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