Masked Tensor documentation is missing #89734
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actionable
module: docs
Related to our documentation, both in docs/ and docblocks
module: masked operators
Masked operations
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This issue has been looked at a team member, and triaged and prioritized into an appropriate module
馃摎 The doc issue
In the docs for masked tensors (https://pytorch.org/docs/stable/masked.html?highlight=masked_tensor), after the introduction, there are 4 links for:
Overview - the place to start for new users, discusses how to use MaskedTensors and why they鈥檙e useful
Sparsity - MaskedTensor supports sparse COO and CSR data and mask Tensors
Adagrad sparse semantics - a practical example of how MaskedTensor can simplify sparse semantics and implementations
Advanced semantics - discussion on why certain decisions were made (e.g. requiring masks to match for binary/reduction operations), differences with NumPy鈥檚 MaskedArray, and reduction semantics
All of these links lead to a 404 error.
The closest docs that can be found online are:
https://pytorch.org/maskedtensor/main/notebooks/overview.html
Which are outdated and do not work for the current stable version of pytorch (1.13)
Suggest a potential alternative/fix
Update and link correctly the docs.
cc @svekars @carljparker
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