PyTorch Developer Podcast

The life and death of Variable


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What is a Variable? Why did it exist as a wrapper in the first place? Why did it get removed? How did we remove it? What are some of the lingering consequences of its removal?

Further reading:

  • The release notes of PyTorch 0.4 do a good job explaining the user visible consequences of the removal, at the time, including how we "simulate" concepts on Variable that don't make sense anymore https://pytorch.org/blog/pytorch-0_4_0-migration-guide/
  • Part 1: Removal of Variable wrapper in C++ https://github.com/pytorch/pytorch/pull/17072
  • Part 2: Merge of Variable and Tensor types in C++ https://github.com/pytorch/pytorch/pull/28620
...more
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PyTorch Developer PodcastBy Edward Yang, Team PyTorch

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