Commit Graph

27 Commits

Author SHA1 Message Date
Harsh Sutaria
618c87af8c Add float64 Eig and complex64 SVD/Eig support (Fixes #2708) (#2737)
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Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2025-11-22 06:51:36 -08:00
Ronan Collobert
8f8af61a37 fix warnings showing up with -Wall (#2692) 2025-10-24 11:43:35 -07:00
Cheng
d34f887abc Add Primitive::name and remove Primitive::print (#2365) 2025-07-14 14:06:35 -07:00
Awni Hannun
ec0d5db67b [CUDA] Switch to CUDA graphs (#2317)
* cuda graph prototype

fix signal bug + start to add dependencies

capture more

capture more ops

remaining ops

fix reduce and rope deps

add concurrent context

try update, but not working

cosistent topology order

use node api

use node api directly to reduce overhead

fix bug

use kernels in unary

cache graph

format

fix synchronization

format

* comment
2025-07-02 15:59:13 -07:00
Angelos Katharopoulos
0654543dcc Add complex eigh (#2191) 2025-05-18 00:18:43 -07:00
Awni Hannun
c1eb9d05d9 non-symmetric eig and eigh (#2188) 2025-05-15 13:01:44 -07:00
Awni Hannun
fbc89e3ced fix pinv (#2110) 2025-04-23 13:08:28 -07:00
Abe Leininger
3835a428c5 Adds nuclear norm support (#1894)
* adjust norm unit test tolerance
2025-03-04 13:26:02 -08:00
Awni Hannun
7d042f17fe Double for lapack (#1904)
* double for lapack ops

* add double support for lapack ops
2025-02-25 11:39:36 -08:00
Awni Hannun
bbda0fdbdb Allow non-square lu (#1889) 2025-02-20 08:13:23 -08:00
Abe Leininger
a5ededf1c3 CPU LU factorization and linear solvers (#1451)
* linalg solve backend

* nits

* more nits + fix

* luf primitive and lu, solve, and solve_triangular backends

* changes / nits

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2025-02-10 12:32:24 -08:00
Awni Hannun
2235dee906 catch stream errors earlier to avoid aborts (#1801) 2025-01-27 14:05:43 -08:00
Awni Hannun
e6a7ab9675 non square qr (#1783) 2025-01-21 14:07:47 -08:00
Awni Hannun
e03f0372b1 More shape type (#1705)
* more shape type

* fix
2024-12-19 08:08:20 -08:00
Kashif Rasul
3ddc07e936 Eigenvalues and eigenvectors (#1334)
* 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

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Co-authored-by: Awni Hannun <awni@apple.com>
2024-10-22 12:18:48 -07:00
Nripesh Niketan
6af5ca35b2 feat: add cross_product (#1252)
* feat: add cross_product

* lint

* python binding

* refactor: Improve error message for cross_product function

* refactor: more close to numpy cross product

* refactor: improve error message for cross_product function

* finish

* fix acks

* allow old numpy

* doc

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-17 13:12:43 -07:00
Aditya Dhulipala
e6b223df5f Pinv (#875) 2024-08-27 23:06:12 -07:00
Alex Barron
32668a7317 CPU mx.linalg.cholesky_inverse and mx.linalg.tri_inv (#1307)
* add cholesky inv + tri inv

* always run tri_inv on cpu

* consistent naming
2024-08-08 15:18:02 -07:00
Luca Arnaboldi
b3ec792380 Implemented Cholesky on CPU (#1119) 2024-05-17 12:31:59 -07:00
Awni Hannun
ae812350f9 use string (#976) 2024-04-09 11:22:00 -07:00
Cheng
46caf0bef0 Remove unnecessary string copies (#891)
1. Use string_view instead of string when there is no need for copy.
2. Otherwise move string when possible.
2024-03-28 13:14:59 -07:00
Daniel Strobusch
479051ce1c add numeric type hierarchy and issubdtype as well as a set_dtype meth… (#427)
* add numeric type hierarchy and issubdtype as well as a set_dtype method to nn.Module with predicate

numeric type hierarchy and issubtype is compatible to the [numpy hierarchy](220f0ab2c5/numpy/_core/numerictypes.py (L42)).

Closes #285.

* nits in docs

* unify type category checking

* nits in docs

* nits in docs

* more docs nits

* fix callable type

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Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-25 12:32:59 -07:00
Awni Hannun
be98f4ab6b Reduce a little overhead (#871)
* some small overhead improvements

* use result_type in rms_norm

* remove release force

* fix + use non-vector version

* revert compile change

* fix ops

* a little more overhead

* a little more cleanup and overhead
2024-03-22 17:29:36 -07:00
nicolov
eaba55c9bf Add matrix inversion primitive (#822) 2024-03-15 06:34:36 -07:00
nicolov
d0c544a868 Add SVD primitive (#809)
Add SVD op using Accelerate's LAPACK following
https://developer.apple.com/documentation/accelerate/
compressing_an_image_using_linear_algebra

Co-authored-by: Nicolo Valigi <nvaligi@apple.com>
2024-03-12 12:30:11 -07:00
taher
077c1ee64a QR factorization (#310)
* add qr factorization

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Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-26 09:27:31 -08:00
Gabrijel Boduljak
6b0d30bb85 linalg.norm (#187)
* implemented vector_norm in cpp

added linalg to mlx

* implemented vector_norm python binding

* renamed vector_norm to norm, implemented norm without provided ord

* completed the implementation of the norm

* added tests

* removed unused import in linalg.cpp

* updated python bindings

* added some tests for python bindings

* handling inf, -inf as numpy does, more extensive tests of compatibility with numpy

* added better docs and examples

* refactored mlx.linalg.norm bindings

* reused existing util for implementation of linalg.norm

* more tests

* fixed a bug with no ord and axis provided

* removed unused imports

* some style and API consistency updates to linalg norm

* remove unused includes

* fix python tests

* fixed a bug with frobenius norm of a complex-valued matrix

* complex for vector too

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Co-authored-by: Awni Hannun <awni@apple.com>
2023-12-26 19:42:04 -08:00