Alex Barron
a3c287354f
Fast Hadamard Transform ( #1249 )
...
* Working hadamard for powers of 2
* working for m*2^k
* add scale and check contiguity
* add size check
* clean up
* fix test
* add grads + vmap
* gpu only
* skip on linux
* test typo
* add cpu impl
* remove gpu only tests
* fix linux build + add is_equivalent
2024-07-09 20:39:01 -07:00
David Koski
4eef1e8a3e
fix typo ( #1215 )
2024-06-24 13:36:35 -07:00
Awni Hannun
ea9090bbc4
Add view op ( #1179 )
...
* add view primitive
* nit
* fix view
2024-06-04 08:05:27 -07:00
Awni Hannun
7e26fd8032
Option to JIT steel gemm / conv ( #1139 )
2024-05-23 18:07:34 -07:00
Abe Leininger
79ef49b2c2
add mx.trace ( #1143 ) ( #1147 )
...
* working c++ trace implementation
* updated throw + added overloads
* added python binding for trace function
* pre-commit reformatting
* add trace to docs
* resolve comments
* remove to_stream call
2024-05-22 15:50:27 -07:00
Awni Hannun
d568c7ee36
Rename block sparse ( #1149 )
...
* block_sparse_mm to gather_mm
* rename
* nit
* nit
2024-05-22 07:48:34 -07:00
Awni Hannun
e6fecbb3e1
Some fixes in docs ( #1141 )
...
* fixes in docs
* nit
2024-05-20 11:51:47 -07:00
Angelos Katharopoulos
e78a6518fa
Block sparse qmm ( #1124 )
2024-05-16 15:24:14 -07:00
Jacket
c417e42116
[Fix] minor typo in default argument for argpartition's "axis" parameter ( #1125 )
...
According to the document, argpartition's axis parameter can be None, but due to a previous typo it can't really accepts a None value.
2024-05-15 15:25:25 -07:00
Cheng
bf925d9dc7
Move args in conv_general ( #1118 )
...
Also fix a typo that padding_lo is passed as padding_hi.
2024-05-14 06:50:09 -07:00
Cheng
1a7ed5dcb6
Fill vector with constructor instead of fill_n ( #1113 )
2024-05-14 06:28:55 -07:00
Cheng
cbd5445ea7
The tile op does not accept None as reps ( #1117 )
2024-05-14 06:25:25 -07:00
Max-Heinrich Laves
ff4223904d
Conv3d ( #993 )
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* added conv3d
added conv3d
implemented explicit_gemm_conv_ND_cpu and bounds checks for slow_conv_3D
* incorporated reviewer comments
* fixed test
* reduced tensor shapes in test for conv3d
* Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
2024-05-11 06:15:02 -07:00
Alex Barron
2e158cf6d0
Add conjugate operator ( #1100 )
...
* cpu and gpu impl
* add mx.conj and array.conj()
---------
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-05-10 07:22:20 -07:00
Awni Hannun
b21242faf1
Allow unary ops to accept array like ( #1093 )
2024-05-09 09:36:02 -07:00
Rahul Yedida
cc05a281c4
Added ArcTan2 operation ( #1079 )
...
* Added ArcTan2 operation
* Cleanup, bug fixes from code review
* Minor cleanup, fixed Linux tests
2024-05-08 08:35:15 -07:00
Jagrit Digani
f390957685
Block sparse mm ( #1058 )
2024-05-02 14:03:58 -07:00
Awni Hannun
86f495985b
Add bitwise ops ( #1037 )
...
* bitwise ops
* fix tests
2024-04-26 22:03:42 -07:00
Aneesh Shetty
d0dbfe0b97
Adds radians and degrees ( #1011 )
2024-04-22 11:17:49 -07:00
Jagrit Digani
b18468bf81
Masked mm ( #978 )
...
* Add block masked matmul op and primitive
2024-04-16 14:45:39 -07:00
Abe Leininger
a1a31eed27
Add mx.meshgrid ( #961 )
2024-04-09 11:43:08 -07:00
Awni Hannun
42afe27e12
std and expm1 ( #973 )
...
* std and expm1
* actually add expm1
* fix linux
* fix vjp
* relax tol for linux test
* Add it to the compilable primitives
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-04-08 14:26:01 -07:00
Awni Hannun
e142aaf8a1
Option for precise softmax ( #953 )
...
* precise softmax
* Add an equivalency check
* Make the threadgroup memory definition fixed
* precise cpu softmax
* precise option on cpu
* remove print
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-04-04 08:32:35 -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
44390bd3d0
Bump ( #869 )
...
* bump
* fix none in a few ops
2024-03-21 13:56:56 -07:00
Awni Hannun
9a8ee00246
Switch to nanobind ( #839 )
...
* mostly builds
* most tests pass
* fix circle build
* add back buffer protocol
* includes
* fix for py38
* limit to cpu device
* include
* fix stubs
* move signatures for docs
* stubgen + docs fix
* doc for compiled function, comments
2024-03-18 20:12:25 -07:00
Daniel Falbel
ffb19df3c0
Fix docstring for correctly rendering ( #820 )
2024-03-12 11:46:44 -07:00
Awni Hannun
5121f028d9
nice tensordot for mlx c ( #782 )
2024-03-04 09:51:02 -08:00
Jagrit Digani
776c3d226d
Convolution update ( #651 )
...
* Init steel conv and update Conv primitive
* Update slow CPU implementation to support flipping and input dilation winograd conv routing
Co-authored-by: Awni Hannun <awni@apple.com>
2024-02-28 20:11:16 -08:00
Hinrik Snær Guðmundsson
08226ab491
added atleast *args input support ( #710 )
...
* added atleast list(array) input support
* function overloading implemented
* Refactoring
* fixed formatting
* removed pos_only
2024-02-26 11:17:59 -08:00
Hinrik Snær Guðmundsson
f883fcede0
Added support for atleast_1d, atleast_2d, atleast_3d ( #694 )
2024-02-19 09:40:52 -08:00
Diogo
b57bd0488d
Metadata support for safetensors ( #639 )
...
* metadata support for safetensors
* aliases making it alittle more readable
* addressing comments
* python binding tests
2024-02-08 19:33:15 -08:00
Jacket
3f7aba8498
Implement diagonal operator ( #562 )
...
* Implement diagonal operator
This implements mx.diagonal in operator level, inspired by
@ManishAradwad.
* added `mx.diag` with tests
* corrected few things
* nits in bindings
* updates to diag
---------
Co-authored-by: ManishAradwad <manisharadwad@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-30 09:45:48 -08:00
Awni Hannun
07f35c9d8a
Fix a few issues: docs for flatten, erf, dequantize validation ( #560 )
...
* doc flatten
* erf doc
* check values for dequantize
* format
2024-01-26 15:16:46 -08:00
Jagrit Digani
bf17ab5002
Add more checks and clearer error messages to conv operations ( #563 )
...
* Add more checks and clearer error messages to conv operations
2024-01-26 15:13:26 -08:00
taher
077c1ee64a
QR factorization ( #310 )
...
* add qr factorization
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-26 09:27:31 -08:00
Rifur13
2463496471
[Fix] mx.allclose bug with infinite values ( #539 )
...
* Added isclose op and fixed comparison with inf values
* Added 'equal_nan' to match numpy
* format
* Add test
* Update python/src/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update python/src/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Addressed CR comments
* Update python/src/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* nits
---------
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-25 20:47:06 -08:00
Awni Hannun
f30e63353a
Minor updates to address a few issues ( #537 )
...
* docs on arg indices return type
* arange with nan
* undo isort
2024-01-23 22:24:41 -08:00
Awni Hannun
98c37d3a22
use axes in tensordot ( #525 )
2024-01-22 21:17:00 -08:00
Juarez Bochi
ddf50113c5
GGUF: Load and save metadata ( #446 )
...
* gguf metadata
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-19 14:06:05 -08:00
Jagrit Digani
78102a47ad
Update GEMM ( #424 )
...
* Organize and collect metal subroutine templates and elements in `metal/kernels/steel/`
* Update gemm elements for better performance
* Add split-K specialization for gemm
* Add `addmm` primitive, op and bindings for fused matmul and bias addition
* Update tests and benchmarks as needed
2024-01-17 12:42:39 -08:00
Yashraj Singh
e72458a3fa
implemented isposinf and isneginf in one PR ( #470 )
...
* ran precommit
* updated docs
2024-01-16 06:48:07 -08:00
Matthew Ernst
92a2fdd577
Adds isinf ( #445 )
...
* adds isinf
Signed-off-by: matthewfernst <matthew.f.ernst@gmail.com>
* use stream + nits
* typo
---------
Signed-off-by: matthewfernst <matthew.f.ernst@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-15 19:50:44 -08:00
Diogo
2e29d0815b
Add tile op ( #438 )
2024-01-12 23:03:16 -08:00
Ayush Shridhar
1416e7b664
Add isnan ( #423 )
2024-01-12 11:16:48 -08:00
Juarez Bochi
b7f905787e
GGUF support ( #350 )
...
* Initial GGUF support for tensor fields.
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-10 13:22:48 -08:00
Angelos Katharopoulos
961435a243
Scatter vjp ( #394 )
...
* Add a first scatter vjp
* Implement the scatter_add vjp
* Add array.at to implement user friendly scatters
2024-01-09 13:36:51 -08:00
Awni Hannun
f099ebe535
Multi output primitives ( #330 )
...
* Multi-output primitives
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-01-08 16:39:08 -08:00
Nripesh Niketan
73321b8097
feat: add logicalAnd and logicalOR ( #386 )
...
* feat: add logicalAnd and logicalOR
* run pre-commit
* Refactor logical_and and logical_or functions
* Add acknowledgement
* Add logical AND and logical OR operators
* Refactor logical_and and logical_or functions
* Add support for logical operators on bool arrays
* Update mlx/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update mlx/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Add logical AND and OR operators for arrays and scalars
* Refactor vjp and jvp methods in primitives.cpp
* Add overloaded operators for logical AND and OR
* format
---------
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-08 07:00:05 -08:00
