Awni Hannun
05d7118561
causal vector sdpa ( #2018 )
...
* causal vector sdpa
* get rid of memory threshold
2025-03-28 12:36:13 -07:00
Awni Hannun
5580b47291
iinfo and scalar overflow detection ( #2009 )
2025-03-27 19:54:56 -07:00
Angelos Katharopoulos
4eef8102c9
Distributed layers ( #1270 )
2025-03-21 13:52:17 -07:00
Awni Hannun
2a980a76ce
Add stats and limit to common allocator and enable tests ( #1988 )
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* add stats to common allocator and enable tests
* linux memory and default
* fix
2025-03-21 12:28:36 -07:00
Awni Hannun
4e1994e9d7
move memory APIs into top level mlx.core ( #1982 )
2025-03-21 07:25:12 -07:00
Awni Hannun
7b7e2352cd
fix malloc or wait deadlock ( #1976 )
2025-03-20 16:48:43 -07:00
Jagrit Digani
9adcd1a650
Support fused masking in Attention ( #1924 )
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* Update API to allow mask='causal' in fast::sdpa
* Add fallback
* Update steel::AttnParams
* Fix typo
* WIP, basic causal
* Update tests
* Update benchmarking
* Update masking loop limits
* Add bool masking and update tests
* Update additive mask
* Update benchmarks
* Update benchmarks
* Update tests
* Update for bfloat error
* Update early exit
* Add random seed to tests
2025-03-20 11:01:32 -07:00
Awni Hannun
2770a10240
fix grad with inplace updates ( #1961 )
2025-03-13 19:13:09 -07:00
David Wisdom
392b3060b0
Fix typo in randint docstring ( #1932 )
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This commit fixes a typo in the docstring for mlx.core.random.randint() by changing "roadcastable" to "broadcastable".
2025-03-05 21:48:00 -08:00
Abe Leininger
3835a428c5
Adds nuclear norm support ( #1894 )
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* adjust norm unit test tolerance
2025-03-04 13:26:02 -08:00
Angelos Katharopoulos
5e6c130d93
RMS norm without scaling ( #1915 )
2025-02-28 20:26:57 -08:00
Angelos Katharopoulos
5d68082881
Ring docs ( #1829 )
2025-02-28 11:34:21 -08:00
Angelos Katharopoulos
6bf00ef631
Fix ring of 2 and allow scalars in API ( #1906 )
2025-02-25 17:03:01 -08:00
Awni Hannun
7d042f17fe
Double for lapack ( #1904 )
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* double for lapack ops
* add double support for lapack ops
2025-02-25 11:39:36 -08:00
Alex Barron
4c1dfa58b7
xor op on arrays ( #1875 )
2025-02-17 00:24:53 -08:00
Alex Barron
5cd97f7ffe
Bitwise Inverse ( #1862 )
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* add bitwise inverse
* add vmap + fix nojit
* inverse -> invert
* add to compile + remove unused
2025-02-13 08:44:14 -08:00
Alex Barron
55c5ac7820
fix int64 bug ( #1860 )
2025-02-12 19:23:46 -08:00
Awni Hannun
0a5215693e
Fix grad copies ( #1854 )
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* fix grad with copies
* add test
* add test
2025-02-11 15:26:42 -08:00
Awni Hannun
2a45056ba8
Cycle leak break ( #1856 )
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* detect and break leaks in custom function
* detect and break leaks in custom function
2025-02-11 14:45:02 -08:00
Abe Leininger
a5ededf1c3
CPU LU factorization and linear solvers ( #1451 )
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* 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
1c0c118f7c
Fp64 on the CPU ( #1843 )
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* add fp64 data type
* clean build
* update docs
* fix bug
2025-02-07 15:52:22 -08:00
Awni Hannun
4758c8baa1
Start to cleanup/unify accelerate and common back-ends (Part 1/N) ( #1777 )
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* start to cleanup/unify accelerate and common back-ends
* more progress
* simplify
* add half type and allow infs in simd exp
* unify softmax + quantized, more dispatches to simd quantized mm
* add sin/cos, use simd in vector-scalar ops
* faster CPU vectorize quant
* faster erf/erfinv
2025-01-29 14:34:49 -08:00
Angelos Katharopoulos
ccb61d7aae
Ring distributed backend ( #1784 )
2025-01-27 22:15:01 -08:00
Awni Hannun
28091aa1ff
allow build python lib without specifying path ( #1799 )
2025-01-27 11:22:35 -08:00
Nick
0cea88bcc5
Use @ matrix multiplication syntax to document matrix-matrix multiplication ( #1793 )
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Co-authored-by: Nick Thompson <nicholas_a_thompson@apple.com>
2025-01-25 16:02:36 -08:00
Awni Hannun
33421c1dd3
Limit grad recursion depth by not recursing through non-grad inputs ( #1764 )
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* limit grad recursion depth
* add grad of module test
2025-01-14 14:33:18 -08:00
wrmsr
a4a2764a52
Fix broadcast_arrays python sig ( #1763 )
2025-01-10 12:33:26 -08:00
Awni Hannun
1ccaf80575
Dynamic broadcasting for shapeless compile/export ( #1722 )
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* working towards dynamic broadcast
* shapeless broadcast
* fix build + nits
* use broadcast arrays in quantize matmul
* some cleanup / consistency
* mend
* some comments
* add vjp, jvp for broadcast axes
2025-01-09 11:04:24 -08:00
Awni Hannun
516ded618b
Dynamic slicing ( #1741 )
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* dynamic slice and slice update
* python bindings + tests + fix set item
* fix compile issue
* comment
* fix jit
2025-01-07 14:02:16 -08:00
Awni Hannun
d5ec172c95
Allow boolean mask in sdpa ( #1753 )
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* allow boolean mask in sdpa
* more permissive donation in ternary
2025-01-06 16:57:07 -08:00
Angelos Katharopoulos
25b3a3e541
Optionally specify names for arrays when exporting ( #1749 )
2025-01-06 13:07:46 -08:00
Awni Hannun
058d6ce683
mpi send use input as output ( #1750 )
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* mpi send use input as output
* move earlier
2025-01-06 06:08:43 -08:00
Angelos Katharopoulos
eab93985b8
Update custom function docs ( #1748 )
2025-01-03 16:35:25 -08:00
Awni Hannun
c9d30aa6ac
MLX in C++ example ( #1736 )
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* MLX in C++ example
* nits
* fix docs
2025-01-02 19:09:04 -08:00
Angelos Katharopoulos
8544b42007
Add namespace ( #1745 )
2025-01-02 16:49:23 -08:00
Venkata Naga Aditya Datta Chivukula
491fa95b1f
Added Kronecker Product ( #1728 )
2025-01-02 16:00:34 -08:00
Awni Hannun
4ba0c24a8f
Export / import functions to / from a file ( #1642 )
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* 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
Awni Hannun
ebfe64b92d
shapeless slice update and broadcast when possible ( #1727 )
2024-12-23 11:25:15 -08:00
Awni Hannun
0308e9af71
Allow offset to be an mx.array for mx.fast.rope ( #1724 )
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* allow offset for rope
* comment
2024-12-19 15:51:44 -08:00
Awni Hannun
c3628eea49
Add mx.finfo and use it when making causal mask ( #1726 )
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* finfo
* fixes
* docs
2024-12-19 14:52:41 -08:00
Awni Hannun
e03f0372b1
More shape type ( #1705 )
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* more shape type
* fix
2024-12-19 08:08:20 -08:00
Awni Hannun
7480059306
track resource limit and throw if exceeded ( #1718 )
2024-12-18 18:45:58 -08:00
Awni Hannun
f110357aaa
Bump nanobind to 2.4 + fix ( #1710 )
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* bump nanobind to 2.4 + fix
* fix
2024-12-17 10:57:54 -08:00
Awni Hannun
50f3535693
Use expand_dims / unflatten / etc in more places ( #1696 )
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* use expand_dims / unflatten in a couple more places
* few more
* few more
* fix
2024-12-12 17:00:44 -08:00
Awni Hannun
3a21f61772
Fix build ( #1693 )
2024-12-11 23:56:25 -08:00
Awni Hannun
4e1e9520e1
Flatten and unflatten ( #1692 )
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* flatten and unflatten
* fix grad
* fix shape infer
* use squeeze + unsqueeze in get_item
2024-12-11 21:51:37 -08:00
Cheng
0bf19037ca
Remove "using namespace mlx::core" in python/src ( #1689 )
2024-12-11 15:45:39 -08:00
Awni Hannun
f76a49e555
ExpandDims primitive (#1687 )
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* add squeeze primitive
* simplify squeeze, use in gather
* fix
* fix
* fix
* fix
* fix no cpu
* use squeeze in matmul and friends
* expand dims primitive
* comment
2024-12-10 16:39:07 -08:00
Cheng
92ab6bdeb8
Fix shared library not exporting symbols on Windows ( #1684 )
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* Fix shared library not exporting symbols on Windows
* Function name style
2024-12-10 13:59:14 -08:00
Cheng
a59fae040f
Fix library output directory for MSVC ( #1681 )
2024-12-09 19:07:50 -08:00
