Angelos Katharopoulos
ded914f442
Small distributed launch helper ( #1810 )
2025-01-29 17:55:04 -08:00
Awni Hannun
4758c8baa1
Start to cleanup/unify accelerate and common back-ends (Part 1/N) ( #1777 )
...
* 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
Awni Hannun
1017ac4a9e
add dilation for conv 3d layers + test for 3d conv w/ dilation ( #1802 )
2025-01-28 06:17:07 -08:00
Angelos Katharopoulos
ccb61d7aae
Ring distributed backend ( #1784 )
2025-01-27 22:15:01 -08:00
Awni Hannun
121d9a0702
Fix rope fallback to not upcast ( #1797 )
...
* fix rope fallback to not upcast
* Update mlx/fast.cpp
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com >
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com >
2025-01-26 19:07:21 -08:00
Angelos Katharopoulos
72146fc4cd
Einsum ellipsis ( #1788 )
2025-01-25 01:28:03 -08:00
Awni Hannun
e6a7ab9675
non square qr ( #1783 )
2025-01-21 14:07:47 -08:00
Awni Hannun
90532b1f37
recompile when shapeless is different ( #1776 )
2025-01-20 21:07:10 -08:00
Awni Hannun
0c259961ac
matmul jvps ( #1772 )
2025-01-17 10:36:26 -08:00
Awni Hannun
33421c1dd3
Limit grad recursion depth by not recursing through non-grad inputs ( #1764 )
...
* limit grad recursion depth
* add grad of module test
2025-01-14 14:33:18 -08:00
Nripesh Niketan
5cc5201914
feat: Add orthogonal initializer and corresponding tests ( #1651 )
...
* feat: Add orthogonal initializer and corresponding tests
* lint
* Add acknowledgements
* nits
---------
Co-authored-by: Awni Hannun <awni@apple.com >
2025-01-13 07:29:20 -08:00
Awni Hannun
657f466402
use sdpa and exportable functions in transformer multi head attention ( #1760 )
2025-01-09 13:11:55 -08:00
Alex Barron
c7b0300af5
Fix batched qmv bug ( #1758 )
2025-01-09 11:45:57 -08:00
Awni Hannun
1ccaf80575
Dynamic broadcasting for shapeless compile/export ( #1722 )
...
* 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
d1766f2c70
Add boolean mask support in vector SDPA ( #1757 )
2025-01-07 20:24:53 -08:00
Awni Hannun
516ded618b
Dynamic slicing ( #1741 )
...
* 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 )
...
* allow boolean mask in sdpa
* more permissive donation in ternary
2025-01-06 16:57:07 -08:00
Awni Hannun
058d6ce683
mpi send use input as output ( #1750 )
...
* mpi send use input as output
* move earlier
2025-01-06 06:08:43 -08:00
Awni Hannun
259025100e
Fix nd ternary on GPU ( #1746 )
2025-01-03 11:52:17 -08:00
Awni Hannun
6fa0501387
Fix concatenate/slice_update vjp + reduce binary size ( #1735 )
...
* fix concatenate vjp + reduce binary size
* also cast in slice update
2025-01-02 16:36:33 -08:00
Awni Hannun
ae69cb15e9
shapeless compile in docs and partially shapeless reshape ( #1742 )
2025-01-02 16:24:42 -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 )
...
* 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 )
...
* 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 )
...
* finfo
* fixes
* docs
2024-12-19 14:52:41 -08:00
Awni Hannun
d03c01dfbc
fix unflatten vjp ( #1708 )
2024-12-16 18:37:57 -08:00
Cheng
af5a614aad
Eval before cleanup so model file is unlocked ( #1702 )
2024-12-14 21:41:49 -08:00
Cheng
dfccd17ab9
Use psutil to get memory info on Windows ( #1700 )
2024-12-13 19:50:13 -08:00
Awni Hannun
9111999af3
Fix small sort with metal validation ( #1695 )
2024-12-12 09:21:45 -08:00
Awni Hannun
6bd28d246e
Allow no copy negative strides in as_strided and slice ( #1688 )
...
* allow no copy negative strides in as_strided and slice
* fix jit
* fix jit
2024-12-12 08:59:45 -08:00
Awni Hannun
4e1e9520e1
Flatten and unflatten ( #1692 )
...
* flatten and unflatten
* fix grad
* fix shape infer
* use squeeze + unsqueeze in get_item
2024-12-11 21:51:37 -08:00
Awni Hannun
f76a49e555
ExpandDims primitive (#1687 )
...
* 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
Awni Hannun
29a620cab2
No reshapes in quantized embedding ( #1682 )
...
* no reshapes in quantized embedding
* fix inadvertant cast
* add tol
2024-12-09 18:57:38 -08:00
Awni Hannun
35b412c099
Fix compile hasher for string constants. ( #1677 )
...
* fix hash
* add test
* nit
2024-12-09 09:26:18 -08:00
mt_caret
fd3377dd1f
Support bias correction in Adam and AdamW optimizers ( #1640 )
2024-12-06 12:13:34 -08:00
Awni Hannun
bc2a29f033
fix ( #1654 )
2024-12-06 10:48:58 -08:00
Alex Barron
c79f6a4a8c
3 and 6 bit quantization ( #1613 )
...
* Support 3 and 6 bit quantization
2024-11-22 10:22:13 -08:00
Awni Hannun
0c5eea226b
Reduce specializations ( #1607 )
...
* start of reduce specializations
* fix all reduce
* fix many dims
* fix
* non-jit tests clear
* cleanup instantiations
* cpu merges
* change dim specializations
* optimize
* fix jit
* fix jit
* use higher precision for integer sum+prod
* fixes
2024-11-21 19:53:00 -08:00
Angelos Katharopoulos
d8c824c594
Formatting fixes ( #1606 )
2024-11-20 15:30:36 -08:00
Saanidhya
cb431dfc9f
Adds 3D pooling ( #1526 )
2024-11-19 16:45:24 -08:00
Awni Hannun
61d787726a
Fix view scalar bug segfault ( #1603 )
...
* fix view scalar bug
* fix view scalar bug
* one more fix
2024-11-19 10:54:05 -08:00
Angelos Katharopoulos
5e89aace9b
Fix concatenate vmap ( #1600 )
2024-11-19 10:44:04 -08:00
Awni Hannun
bf481e8e5d
Fix sibling leak ( #1590 )
...
* add test
* fix + test
* fix fix
2024-11-18 19:17:01 -08:00
Awni Hannun
9bd03dd9b4
More buffer donation with no-ops ( #1591 )
...
* more donation
* fix test
* fix build
2024-11-18 08:35:41 -08:00
Awni Hannun
8c34c9dac4
throw for invalid case and remove test ( #1575 )
2024-11-08 12:04:03 -08:00
Awni Hannun
91c0277356
fix per-example mask + docs in sdpa ( #1574 )
2024-11-08 11:51:15 -08:00
Awni Hannun
59247c2b62
add groups in conv2d ( #1569 )
2024-11-07 13:57:53 -08:00
Awni Hannun
54f05e7195
Fix gather vmap ( #1563 )
...
* fix gather
* fix
2024-11-05 11:29:20 -08:00
Alex Barron
26be608470
Add split_k qvm for long context ( #1564 )
...
* Add splitk qvm
* configurable splitk
* tuning
* remove extra instantiation
* remove refactor
* separate test
* cpu tolerance
2024-11-05 11:25:19 -08:00
