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Eigenvalues and eigenvectors (#1334)

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* initial eigvalsh

* add compute_vectors

* add compute_vectors_

* return a pair

* add eigh to return only eigenvectors

* fixed typo

* merge merge Eighvalsh and Eigh into a single primitive

* use the same primate with the flag

* fix primatives

* use MULTI

* fix eval_gpu

* fix decleration

* rename EighPrimitive to Eigh

* tests

* tests

* fix rebase and format

* cleanup lapack

* format

* add cblas.h

---------

Co-authored-by: Awni Hannun <awni@apple.com>
This commit is contained in:
Kashif Rasul
2024-10-22 21:18:48 +02:00
committed by GitHub
parent c26208f67d
commit 3ddc07e936
23 changed files with 434 additions and 86 deletions
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5
mlx/linalg.h
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@@ -83,4 +83,9 @@ array cross(
int axis = -1,
StreamOrDevice s = {});
array eigvalsh(const array& a, std::string UPLO = "L", StreamOrDevice s = {});
std::pair<array, array>
eigh(const array& a, std::string UPLO = "L", StreamOrDevice s = {});
} // namespace mlx::core::linalg