Commit Graph

18 Commits

Author SHA1 Message Date
Awni Hannun
4ba0c24a8f
Export / import functions to / from a file (#1642)
* export and import functions

* refactor + works for few primitives

* nit

* allow primitives with state

* nit

* nit

* simplify serialize / deserialize

* fix for constants

* python bindings

* maybe fix serialize failure case

* add example

* more primitives, training kind of works

* same result for python and c++

* some fixes

* fix export

* template it up

* some simplificatoin

* rebase

* allow kwargs and multiple functions

* exporter

* more primitives for exporting

* deal with endianness

* handle invalid stream

* add docstring
2024-12-24 11:19:13 -08:00
Alex Barron
0fd2a1f4b0
Custom Metal Kernels from Python (#1325)
* start

* simple kernels working

* restructure

* inverse example working

* docs + fixes

* missing file

* fix imports

* address comments

* add docs + fix test

* Review comments + refactor to a single function

* update docs

* remove hashing

* fix contig bug in test

* back to a class

* trailing whitespace

* fix tests

* match c++ and python apis

* add link + make args kw_only
2024-08-22 13:46:29 -07:00
Angelos Katharopoulos
0163a8e57a
Add docs for the distributed namespace (#1184) 2024-06-06 11:37:00 -07:00
Jack Mousseau
45f636e759
Add Metal debug option and capture functions (#707)
* Add Metal debug option and capture functions

* Add brief Metal debugger documentation

* doc nits

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-28 09:40:31 -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

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-25 12:32:59 -07:00
Awni Hannun
1e16331d9c
post nanobind docs fixes and some updates (#889)
* post nanobind docs fixes and some updates

* one more doc nit

* fix for stubs and latex
2024-03-24 15:03:27 -07:00
Awni Hannun
d5964a2710
bindings for memory info (#761)
* bindings for memory info

* update api

* keep cache low if requested

* fix default

* nit in ops error
2024-03-01 19:51:58 -08:00
Awni Hannun
5c03efaf29
Compile docs (#653)
* compile docs

* docs nits + comments
2024-02-08 11:21:50 -08:00
Awni Hannun
78e5f2d17d
usage doc for function transformations (#481) 2024-01-17 17:10:53 -08:00
Awni Hannun
c92a134b0d
more docs (#421)
* more docs

* fix link

* nits + comments
2024-01-10 14:04:12 -08:00
Daniel Strobusch
1331fa19f6
Make array conform to the Python Buffer Protocol (#323) 2024-01-05 15:58:33 -08:00
Josh Soref
44c1ce5e6a
Spelling (#342)
* spelling: accumulates

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* spelling: across

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* spelling: array

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* spelling: coefficients

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* spelling: conversions

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* spelling: correctly

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* spelling: declaration

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* spelling: default

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* spelling: elements

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* spelling: endianness

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* spelling: equivalent

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* spelling: explicitly

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* spelling: github

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* spelling: indices

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* spelling: irregularly

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* spelling: memory

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* spelling: metallib

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* spelling: optional

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* spelling: otherwise

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* spelling: overridden

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* spelling: partially

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* spelling: partition

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* spelling: perform

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* spelling: perturbations

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* spelling: positively

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* spelling: primitive

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* spelling: result

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* spelling: transpose

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* spelling: unnecessary

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* spelling: unneeded

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* spelling: unsupported

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Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
2024-01-01 21:08:17 -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

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2023-12-26 19:42:04 -08:00
Awni Hannun
cfc39d84b7
Some docs on unified memory (#62)
* doc on unified memory
2023-12-07 19:42:24 -08:00
Awni Hannun
49cda449b1
apple mlr (#7) 2023-12-05 14:10:59 -08:00
Awni Hannun
6449a8682a
Doc theme (#5)
* change docs theme + links + logo

* move mlx intro to landing page
2023-12-05 12:08:05 -08:00
Awni Hannun
8db89dd61d doc link 2023-11-29 12:45:41 -08:00
Awni Hannun
8ca7f9e8e9 awni's commit files 2023-11-29 10:30:41 -08:00