Awni Hannun
8402a2acf4
Fix complex power and print ( #2286 )
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* fix complex power and print
* fix complex matmul shape
2025-06-13 11:13:00 -07:00
Suryash Malviya
0408ba0a76
Optimizing Complex Matrix Multiplication using Karatsuba’s Algorithm ( #2220 )
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* Implementing Complex Matmul using Karatsuba Algorithm
* Implemented Karatsuba's Algorithm for complex matmul and pre-commit them
* fix
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Co-authored-by: Awni Hannun <awni@apple.com>
2025-06-02 15:58:46 -07:00
Awni Hannun
8f3d208dce
Close a couple edge case bugs: hadamard and addmm on empty inputs ( #2177 )
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* handle hadamard and addmm on empty inputs
* fix
2025-05-12 10:48:57 -07:00
Angelos Katharopoulos
99eefd2ec0
Gather mm new kernel and small refactoring ( #2040 )
2025-04-14 16:37:36 -07:00
Awni Hannun
f2c85308c1
add a half simd gemm fallback ( #2046 )
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* add a half simd gemm fallback
* nit
2025-04-07 09:31:29 -07:00
Awni Hannun
98b901ad66
enable complex gemm ( #2017 )
2025-03-28 10:45:13 -07:00
Awni Hannun
c6ea2ba329
Use same accumulation precision in gemv as gemm ( #1962 )
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* use same accumulation precision in gemv as gemm
* faster
* fix compile
2025-03-16 07:13:24 -07:00
Jagrit Digani
2d6cd47713
Masked gemv ( #1211 )
2024-06-14 09:52:26 -07:00
Nikhil Mehta
0b7d71fd2f
Add softmin, hardshrink, hardtanh ( #1180 )
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Co-authored-by: Nikhil Mehta <nikmehta@tesla.com>
2024-06-04 15:48:18 -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 )
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* Float mask update
* Update CPU impl
2024-05-23 17:20:44 -07:00
Awni Hannun
d568c7ee36
Rename block sparse ( #1149 )
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* block_sparse_mm to gather_mm
* rename
* nit
* nit
2024-05-22 07:48:34 -07:00
Jagrit Digani
f390957685
Block sparse mm ( #1058 )
2024-05-02 14:03:58 -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 )
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* Add block masked matmul op and primitive
2024-04-16 14:45:39 -07:00
Jagrit Digani
5ad133f8bb
No copy gems ( #801 )
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* 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
d40a04f8dc
minor fixes ( #631 )
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* minor fixes
* var with ddof >= nelements
2024-02-05 13:27:49 -08:00
Awni Hannun
09b9275027
Make shape a tuple ( #591 )
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* shape tuple
* also remove simplify from docs
* rebase
2024-01-30 13:11:01 -08:00
Juarez Bochi
ddf50113c5
GGUF: Load and save metadata ( #446 )
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* gguf metadata
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Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-19 14:06:05 -08:00
Jagrit Digani
78102a47ad
Update GEMM ( #424 )
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* 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
Awni Hannun
b9e415d19c
bump pre commit and fix format ( #373 )
2024-01-04 16:28:52 -08:00
Josh Soref
44c1ce5e6a
Spelling ( #342 )
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* spelling: accumulates
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: across
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* spelling: additional
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* spelling: against
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* spelling: among
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* spelling: array
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* spelling: at least
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* spelling: available
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* spelling: axes
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* spelling: basically
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* spelling: bfloat
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* spelling: bounds
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* spelling: broadcast
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* spelling: buffer
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* spelling: class
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* spelling: coefficients
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* spelling: collision
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* spelling: combinations
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* spelling: committing
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* spelling: computation
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* spelling: consider
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* spelling: constructing
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* spelling: conversions
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* spelling: correctly
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* spelling: corresponding
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* spelling: declaration
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* spelling: default
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* spelling: dependency
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* spelling: destination
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* spelling: destructor
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* spelling: dimensions
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* spelling: divided
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* spelling: element-wise
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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: negative
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* spelling: notable
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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: repeat
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* spelling: repeats
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* spelling: respect
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* spelling: respectively
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* spelling: result
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* spelling: rounding
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* spelling: separate
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* spelling: skipping
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* spelling: structure
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* spelling: the
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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
Zach Schillaci
5b9be57ac3
Add isort pre-commit and run ( #68 )
2023-12-08 11:31:47 -08:00
Jagrit Digani
d518b3b6a5
Fix gemv broadcasting bug ( #6 )
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* 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
Jagrit Digani
e6306cfee9
jagrit's commit files
2023-11-29 10:52:08 -08:00
