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c1430c3425
Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/58039 The new function has the following signature `inv_ex(Tensor inpit, *, bool check_errors=False) -> (Tensor inverse, Tensor info)`. When `check_errors=True`, an error is thrown if the matrix is not invertible; `check_errors=False` - responsibility for checking the result is on the user. `linalg_inv` is implemented using calls to `linalg_inv_ex` now. Resolves https://github.com/pytorch/pytorch/issues/25095 Test Plan: Imported from OSS Reviewed By: ngimel Differential Revision: D28405148 Pulled By: mruberry fbshipit-source-id: b8563a6c59048cb81e206932eb2f6cf489fd8531
92 lines
1.1 KiB
ReStructuredText
92 lines
1.1 KiB
ReStructuredText
.. role:: hidden
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:class: hidden-section
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torch.linalg
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============
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Common linear algebra operations.
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.. automodule:: torch.linalg
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.. currentmodule:: torch.linalg
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Matrix Properties
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-----------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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norm
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vector_norm
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matrix_norm
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det
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slogdet
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cond
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matrix_rank
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Decompositions
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--------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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cholesky
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qr
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eig
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eigvals
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eigh
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eigvalsh
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svd
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svdvals
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Solvers
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-------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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solve
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lstsq
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Inverses
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--------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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inv
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pinv
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Matrix Products
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---------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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matrix_power
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multi_dot
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householder_product
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Tensor Operations
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-----------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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tensorinv
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tensorsolve
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Experimental Functions
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----------------------
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.. autosummary::
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:toctree: generated
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:nosignatures:
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cholesky_ex
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inv_ex
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