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27 Commits

Author SHA1 Message Date
Angelos Katharopoulos
d878015228 Fix normalization check_input (#1452) 2024-10-03 13:26:56 -07:00
Awni Hannun
e7e59c6f05 Fix copying scalars by adding fill_gpu (#1402) 
* fix copying scalars by adding fill_gpu

* Another copy scalar changed to fill

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Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
 2024-09-09 15:54:08 -07:00
Awni Hannun
30bbea2f08 Add gemv masked to JIT plus some fixes (#1310) 
* add gemv masked to JIT plus some fixes

* some cleanup

* add utils

* fix

* fix 2

* more cleaning

* fix

* remove unused mps matmul support

* one more nit

* revert
 2024-08-07 13:38:07 -07:00
Jagrit Digani
2d6cd47713 Masked gemv (#1211) 2024-06-14 09:52:26 -07:00
Jagrit Digani
9f0df51f8d Fix matvec vector stride bug (#1168) 2024-05-29 12:18:28 -07:00
Awni Hannun
7e26fd8032 Option to JIT steel gemm / conv (#1139) 2024-05-23 18:07:34 -07:00
Jagrit Digani
eab2685c67 Float mask update (#1152) 
* Float mask update

* Update CPU impl
 2024-05-23 17:20:44 -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
Jagrit Digani
358e1fd6ab Fused GEMM (#1123) 
* Basic gemm working

* Update addmm

* Clear out steel_gemm and steel_addmm kernels

* Fuse and clear out gather gemm

* Update objc releases
 2024-05-15 10:30:41 -07:00
Awni Hannun
06375e6605 Split encoders in non-concurrent context with a max ops per encoder (#1085) 
* split encoders

* fix race
 2024-05-09 16:21:02 -07:00
Jagrit Digani
f390957685 Block sparse mm (#1058) 2024-05-02 14:03:58 -07:00
Rifur13
c4a471c99d Add groups to Conv1d (#948) 
* Add conv1d grouped convs on CPU

* Add GPU support

* Parallelize inside metal kernel

* clenaup

* Update mlx/ops.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* New unfold kernel + remove unused code

* Remove copy and refactor

* Update vjp and reuse steel gemm

* Fixed groups on cpu

* Fix metal validation

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Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
 2024-04-27 06:24:57 -07:00
Jagrit Digani
85c8a91a27 Fix mask broadcasting bug and add relevant test (#1003) 2024-04-17 17:33:48 -07:00
Jagrit Digani
b18468bf81 Masked mm (#978) 
* Add block masked matmul op and primitive
 2024-04-16 14:45:39 -07:00
Nripesh Niketan
ffff671273 Update pre-commit hooks (#984) 2024-04-11 07:27:53 -07:00
Awni Hannun
12d4507ee3 Explicit barriers with concurrent dispatch (#977) 2024-04-10 21:45:31 -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
Jagrit Digani
cec8661113 Add a SliceUpdate op and primitive (#850) 
* Enable copy to work with int64 strides
* Fix uniform buffer indices or copy kernel arguments
* Update utils.h
* Remove manual unrolling of elem to loc loop
* GPU copy updated to handle negative strides
* Add slice update primitive
 2024-03-20 10:39:25 -07:00
Jagrit Digani
5ad133f8bb No copy gems (#801) 
* Enable collapsing batch dims in gemm
* Update gemm to only make copies when neither of the last 2 axes are contiguous
* Update addmm to support gemv shapes
* Update addmm to support irregular batch strides
* Update tests
 2024-03-12 13:13:41 -07:00
Awni Hannun
f512b905c7 Minimum xcode / sdk (#800) 
* minimum xcode /sdk

* try multiple xcode versions in CI

* update python

* metal validation for python tests
 2024-03-07 08:19:43 -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
Angelos Katharopoulos
0de5988f92 Custom VJP and checkpointing (#541) 
* Implement custom_vjp and checkpointing
* Add a dependency management primitive
* Change the eval order to deep branches first
* Add graph depth tracking to the array
 2024-01-30 16:04:45 -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
Josh Soref
44c1ce5e6a Spelling (#342) 
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Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
 2024-01-01 21:08:17 -08:00
Jagrit Digani
d518b3b6a5 Fix gemv broadcasting bug (#6) 
* Fix broadcasting bug in gemv
* Add relevant tests in test_blas.py
 2023-12-05 14:15:43 -08:00
Awni Hannun
46a39e5b1f copyright + ack 2023-11-30 11:12:53 -08:00
Awni Hannun
8ca7f9e8e9 awni's commit files 2023-11-29 10:30:41 -08:00