Awni Hannun
7c99acb799
split logsumexp
2025-05-06 17:10:14 -07:00
Awni Hannun
af705590ac
fix batched vector sdpa ( #2152 )
2025-05-05 13:13:03 -07:00
Angelos Katharopoulos
481349495b
GPU Hadamard for large N ( #1879 )
2025-05-01 17:19:17 -07:00
Awni Hannun
9daa6b003f
fix shapeless export ( #2148 )
2025-05-01 15:02:02 -07:00
Awni Hannun
aa5d84f102
Allow quant layer to be unfrozen ( #2142 )
2025-04-30 09:08:29 -07:00
Aashiq Dheeraj
bb6565ef14
add fftshift and ifftshift fft helpers ( #2135 )
...
* add fftshift and ifftshift fft helpers
* address comments
* axes have to be iterable
* fix fp error in roll + add test
---------
Co-authored-by: Aashiq Dheeraj <aashiq@aashiq-mbp-m4.local>
2025-04-29 22:13:45 -07:00
Awni Hannun
7bb063bcb3
Enable vjp for quantized scale and bias ( #2129 )
...
* Enable vjp for quantized scale and bias
* higher tol
2025-04-29 13:03:09 -07:00
Awni Hannun
fbc89e3ced
fix pinv ( #2110 )
2025-04-23 13:08:28 -07:00
Param Thakkar
600e87e03c
Added output_padding parameters in conv_transpose ( #2092 )
2025-04-23 09:26:33 -07:00
Hyunsung Lee
3836445241
Add broadcast_shapes in python API ( #2091 )
2025-04-22 18:57:39 -07:00
Yury Popov
1d2c9d6a07
Complex scan ( #2094 )
2025-04-22 18:56:28 -07:00
Awni Hannun
e8ac6bd2f5
irfft throws instead of segfaults on scalars ( #2109 )
2025-04-22 10:25:55 -07:00
Awni Hannun
fdadc4f22c
Add more complex unary ops ( #2101 )
2025-04-21 13:04:54 -07:00
Awni Hannun
79b527f45f
conv vmap ( #2102 )
2025-04-21 13:04:39 -07:00
Angelos Katharopoulos
5de6d94a90
Gather qmm batched kernel and refactoring of quantized ( #2078 )
2025-04-17 13:53:11 -07:00
Angelos Katharopoulos
99eefd2ec0
Gather mm new kernel and small refactoring ( #2040 )
2025-04-14 16:37:36 -07:00
Yury Popov
e9e268336b
LogCumSumExp ( #2069 )
2025-04-13 01:27:29 -07:00
Angelos Katharopoulos
c4189a38e4
Add float mask to sdpa vector ( #2068 )
2025-04-11 17:29:40 -07:00
Awni Hannun
ef7ece9851
fix fft bug ( #2062 )
2025-04-10 19:41:27 -07:00
Angelos Katharopoulos
ddaa4b7dcb
Fix the test and add custom min/max reductions for uncommon MPI types ( #2060 )
2025-04-10 17:01:17 -07:00
Anastasiia Filippova
515f104926
Min / max reductions ( #2041 )
2025-04-09 23:22:20 -07:00
Awni Hannun
00794c42bc
Fix causal mask sdpa vec ( #2053 )
...
* fix sdpa vector causal mask
* test
2025-04-08 09:11:23 -07:00
Awni Hannun
f2c85308c1
add a half simd gemm fallback ( #2046 )
...
* add a half simd gemm fallback
* nit
2025-04-07 09:31:29 -07:00
Jagrit Digani
8777fd104f
Depthwise Conv2D optimization ( #2036 )
...
- Add new specialized kernel for small kernel (kernels size <= 7), small strides (strides <= 2) depthwise 2d convolutions
- Add related tests
2025-04-03 09:42:04 -07:00
Awni Hannun
de5f38fd48
Custom logsumexp ( #2028 )
...
* initial custom logsumexp
* more tests
* comments + fix
2025-03-31 07:36:55 -07:00
Angelos Katharopoulos
ec2854b13a
Swap -inf for finite_minimum value ( #2029 )
2025-03-30 21:55:04 -07:00
Awni Hannun
28f39e9038
Log for complex numbers in Metal ( #2025 )
...
* Log for complex numbers in Metal
* fix log2
2025-03-30 17:04:38 -07:00
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
98b901ad66
enable complex gemm ( #2017 )
2025-03-28 10:45:13 -07:00
Awni Hannun
5580b47291
iinfo and scalar overflow detection ( #2009 )
2025-03-27 19:54:56 -07:00
Awni Hannun
a84cc0123f
promote mask when needed ( #1998 )
2025-03-23 19:58:28 -07:00
Angelos Katharopoulos
4eef8102c9
Distributed layers ( #1270 )
2025-03-21 13:52:17 -07:00
Angelos Katharopoulos
69e4dd506b
Add a ring all gather ( #1985 )
2025-03-21 13:36:51 -07:00
Awni Hannun
2a980a76ce
Add stats and limit to common allocator and enable tests ( #1988 )
...
* 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
Awni Hannun
005e7efa64
fix mask in sdpa ( #1980 )
...
* fix mask in sdpa
* fix attention mask
* Re-enable routing for array mask
---------
Co-authored-by: Jagrit Digani <digani@apple.com>
2025-03-20 14:53:12 -07:00
Jagrit Digani
b42d13ec84
Update attention tests to show diff, disable array masks ( #1978 )
2025-03-20 14:25:38 -07:00
Jagrit Digani
9adcd1a650
Support fused masking in Attention ( #1924 )
...
* 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
3c164fca8c
Fix multistream GPU deadlock ( #1969 )
...
* fix multistream GPU deadlock
* comments
2025-03-20 07:19:47 -07:00
Awni Hannun
c6ea2ba329
Use same accumulation precision in gemv as gemm ( #1962 )
...
* use same accumulation precision in gemv as gemm
* faster
* fix compile
2025-03-16 07:13:24 -07:00
Awni Hannun
2770a10240
fix grad with inplace updates ( #1961 )
2025-03-13 19:13:09 -07:00
Awni Hannun
32da94507a
fix vmap for flatten ( #1955 )
2025-03-11 10:42:22 -07:00
Awni Hannun
3c3e558c60
Support transposed head/seq for kv ( #1950 )
...
* support transposed head/seq for kv
* fix flaky test
* nit
2025-03-10 10:53:45 -07:00
Abe Leininger
3835a428c5
Adds nuclear norm support ( #1894 )
...
* adjust norm unit test tolerance
2025-03-04 13:26:02 -08:00
Angelos Katharopoulos
9680f72cca
Add a multi optimizer ( #1916 )
2025-03-04 13:16:35 -08:00
Awni Hannun
e613d0eaf0
SDPA support for small batch (over sequence) queries ( #1922 )
...
* batch query sdpa
* batch sdpa for query
2025-03-04 10:59:04 -08:00
Awni Hannun
6bcd6bcf70
fix donation in scan ( #1917 )
2025-03-03 11:30:59 -08:00
Awni Hannun
4e7cd31d12
Fix slice data size ( #1913 )
...
* fix slice data size
* add test
2025-03-02 21:50:42 -08:00
Angelos Katharopoulos
5e6c130d93
RMS norm without scaling ( #1915 )
2025-02-28 20:26:57 -08:00
