Awni Hannun
e5d35aa187
no sdpa in grad ( #2054 )
2025-04-08 19:13:54 -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
Cheng
08a1bf3f10
Remove Event::Signal() ( #2052 )
2025-04-08 06:20:27 -07:00
Awni Hannun
60c4154346
Only request residency once ( #2051 )
2025-04-07 10:47:51 -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
Awni Hannun
1a28b69ee2
only add to residency set once ( #2049 )
2025-04-06 17:38:25 -07:00
Cheng
6cf48872b7
wait_for_one should wait for task to finish ( #2047 )
2025-04-05 20:05:16 -07:00
Awni Hannun
86389bf970
patch bump ( #2043 )
2025-04-03 13:15:18 -07:00
Jagrit Digani
3290bfa690
Add new sdpa function overload ( #2035 )
...
* Add new sdpa function overload
* Address comments
* Remove std::varaint from cpp sdpa function
2025-04-03 11:58:28 -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
c41f7565ed
fix softmax / logsumexp ( #2042 )
2025-04-03 08:32:59 -07:00
Awni Hannun
9ba81e3da4
tune quant dispatch ( #2031 )
2025-04-02 20:05:54 -07:00
Awni Hannun
c23888acd7
Fix build warning ( #2033 )
2025-04-01 14:42:27 -07:00
Awni Hannun
f98ce25ab9
fix residency set for real ( #2032 )
2025-04-01 12:59:48 -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
Jesper Stemann Andersen
5f5770e3a2
Fix CPU sign for unsigned ints ( #2024 )
...
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2025-03-30 17:56:59 -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
b2d2b37888
fix residency set clearing ( #2027 )
2025-03-30 16:27:26 -07:00
Awni Hannun
13b26775f1
use minimum deployment target ( #2016 )
2025-03-28 14:31:53 -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
bc62932984
sdpa specialization for head dim 256 ( #2007 )
2025-03-27 19:31:25 -07:00
Awni Hannun
916fd273ea
wire cache ( #2006 )
2025-03-25 18:54:01 -07:00
Cheng
eda7a7b43e
Do not join threads during process exit on Windows ( #1738 )
2025-03-25 06:33:08 -07:00
Awni Hannun
aba899cef8
patch bump ( #2000 )
2025-03-24 12:47:05 -07:00
Jagrit Digani
6a40e1c176
Fix looping limit in causal attention ( #1999 )
2025-03-24 12:28:00 -07:00
Jesper Stemann Andersen
9307b2ab8b
Fixed 32-bit platform support for distributed/ring implementation ( #1996 )
...
Replaced unsigned long integer literals with size_t literals in ring implementation, e.g., 1UL with size_t(1).
2025-03-24 08:08:40 -07:00
Jesper Stemann Andersen
522d8d3917
Added missing netinet/in.h include that fixes build on FreeBSD ( #1997 )
...
Defines IPPROTO_TCP.
2025-03-24 08:07:34 -07:00
Awni Hannun
a84cc0123f
promote mask when needed ( #1998 )
2025-03-23 19:58:28 -07:00
Andrey Velichkevich
f018e248cd
fix(backend): Include algorithm library in Allocator ( #1992 )
...
Signed-off-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
2025-03-22 21:27:51 -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
Angelos Katharopoulos
25814a9458
Disable mpi on version mismatch ( #1989 )
2025-03-21 13:36:26 -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
Angelos Katharopoulos
d343782c8b
Cross platform libmpi loading ( #1975 )
2025-03-21 11:23:10 -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
1177d28395
patch bump ( #1981 )
2025-03-20 15:12:22 -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
f90206ad74
Guard nullptr dereference ( #1972 )
...
* guard nullptr dereference
* comment
2025-03-19 16:24:10 -07:00
Cheng
0a9777aa5c
Do not define MLX_VERSION globally ( #1966 )
2025-03-18 07:12:40 -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
32da94507a
fix vmap for flatten ( #1955 )
2025-03-11 10:42:22 -07:00
Awni Hannun
736a340478
reduce binary size ( #1952 )
2025-03-11 06:30:44 -07:00
Awni Hannun
117e1355a2
fix copy for large arrays ( #1953 )
2025-03-10 15:04:25 -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
Awni Hannun
c4230747a1
redesign for faster cpu/gpu synch ( #1869 )
...
* redesign for faster cpu/gpu synch
* load + more async CPU
* use command encoder API and move more ops to use it
* make fence back-end generic + CPU only fence
* faster build
* fix async eval
* fixes + handle temporaries
* fix / improve cpu conv
* remove unused status, fix siblings
* fix extensions
* fix
* fix no cpu build
* format
* comments
* fix perf regression, remove unecessary abort
* fix events, task limit cpu
* fix waiting
* fix donation / temporaries in normalization
2025-03-06 19:23:38 -08:00
Awni Hannun
5245f12a46
always use json ( #1938 )
2025-03-06 15:35:56 -08:00
Awni Hannun
f599c11bc8
bump ( #1931 )
2025-03-05 13:16:53 -08:00
Angelos Katharopoulos
0792ff02ff
Only fail when 10 consecutive socket errors occur ( #1928 )
2025-03-05 13:16:19 -08:00
Alex Barron
fd0d63ba5b
Affine quant always in fp32 ( #1925 )
...
* do affine quant in fp32
* static cast
2025-03-04 17:50:19 -08:00
Abe Leininger
3835a428c5
Adds nuclear norm support ( #1894 )
...
* adjust norm unit test tolerance
2025-03-04 13:26:02 -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
ba12e4999a
Use a heap for small sizes ( #1911 )
...
* use a heap for small sizes
* check if VM
2025-03-03 06:50:57 -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
Jagrit Digani
89d327075f
Enabling fused attention for head dim 128 ( #1899 )
...
* Share KV smem
* Fix bfloat error
* Unroll O = S @ V loop
* Perf upgrade
* Remove commented out function
* Add -Wno-c++17-extensions flag to metal flags
* Add -Wno-c++17-extensions flag to metal extension flags
2025-02-26 10:02:06 -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 )
...
* double for lapack ops
* add double support for lapack ops
2025-02-25 11:39:36 -08:00
Awni Hannun
28b8079e30
fix double type promotion ( #1901 )
2025-02-25 06:00:53 -08:00
Awni Hannun
7face5d9fd
fix cpu compile ( #1897 )
2025-02-24 14:10:30 -08:00
Awni Hannun
a44dc4bdb0
fix leaking objc ( #1898 )
2025-02-24 13:57:59 -08:00
Awni Hannun
2d0f384b6f
fix simd erf_inv ( #1896 )
2025-02-24 13:57:47 -08:00
Awni Hannun
8ff84b5c43
fix version and expose command queue getter ( #1892 )
2025-02-20 15:25:15 -08:00
Angelos Katharopoulos
10b271d963
Ring update ( #1885 )
2025-02-20 14:32:31 -08:00
Jesper Stemann Andersen
0ebc8a3d25
Fixed issue where Clang on FreeBSD failed to compile mlx/backend/cpu/quantized.cpp ( #1890 )
2025-02-20 12:02:12 -08:00
Awni Hannun
bbda0fdbdb
Allow non-square lu ( #1889 )
2025-02-20 08:13:23 -08:00
Jesper Stemann Andersen
c86422bdd4
Added mlx::core::version() returning std::string(MLX_VERSION) ( #1819 )
...
* Added version.h providing mlx::core::version() returning std::string(MLX_VERSION)
Also, added MLX_VERSION_MAJOR, MLX_VERSION_MINOR, MLX_VERSION_PATCH, MLX_VERSION_NUMERIC, and accompanying functions.
* Added version.h to mlx.h
* Changed version int functions to be constexpr
* Formatting
* Added handling of MLX_VERSION where only the prefix has major.minor.patch format
* Changed version function to be constexpr
2025-02-19 20:30:19 -08:00
Awni Hannun
c707b2b0a6
Limit compile buffers ( #1887 )
...
* limit compile buffers
* maybe not flaky test
2025-02-19 20:28:13 -08:00
Angelos Katharopoulos
78ba24c37d
Raise an exception in the rope op if input is integer ( #1884 )
2025-02-19 14:43:39 -08:00
Angelos Katharopoulos
1a2cb72030
Ensure linspace always contains start and stop ( #1883 )
2025-02-19 13:53:20 -08:00
Abe Leininger
344a29506e
Enforce triangular matrix form in tri_inv ( #1876 )
...
* fix tri_inv bug
* Revert "fix tri_inv bug"
This reverts commit b74b290201
2025-02-19 12:42:33 -08:00
Angelos Katharopoulos
71de73a668
Fix convs by reverting #1803 ( #1882 )
2025-02-18 14:36:34 -08:00
Awni Hannun
5274c3c43f
compiler warnings are errors ( #1870 )
2025-02-17 00:07:49 -08:00
Angelos Katharopoulos
1762793989
Remove unused uniform ( #1867 )
2025-02-14 15:51:41 -08:00
Jagrit Digani
2dc307f2e6
Winograd Update for Small batches ( #1803 )
...
* Build in padding to Winograd kernels
* Add new fused Winograd kernel
* Enable weight flipping in Winograd kernels
2025-02-14 13:08:13 -08:00
Awni Hannun
7aea5b1895
Allow dynamic ops per buffer based on dispatches and memory ( #1864 )
...
* Allow dynamic ops per buffer based on dispatches and memory
* add initial arch values
2025-02-13 19:18:22 -08:00
Ronan Collobert
9733e16496
fix function pointer ( #1865 )
2025-02-13 18:46:11 -08:00
Alex Barron
7f2d1024f3
add f8_e4m3 loading ( #1859 )
2025-02-13 17:10:03 -08:00
Awni Hannun
428f589364
Revert "More buffer donation in some cases ( #1858 )" ( #1863 )
...
This reverts commit d274ae77f2
2025-02-13 14:21:44 -08:00
Alex Barron
5cd97f7ffe
Bitwise Inverse ( #1862 )
...
* add bitwise inverse
* add vmap + fix nojit
* inverse -> invert
* add to compile + remove unused
2025-02-13 08:44:14 -08:00
Awni Hannun
e425dc00c0
Faster small batch qmv ( #1861 )
...
* faster small batch qmv
* swap batch and block dims for qvm and qmv regular
2025-02-12 22:02:36 -08:00
Awni Hannun
d274ae77f2
More buffer donation in some cases ( #1858 )
...
* more donation
* fix
* add test
2025-02-12 19:41:37 -08:00
Angelos Katharopoulos
0145911bea
Fixes output donation for IO ops on the GPU ( #1857 )
2025-02-12 10:52:30 -08:00
Cheng
142b77751d
Fix compilation error on Windows ( #1844 )
2025-02-10 19:53:05 -08:00
Abe Leininger
a5ededf1c3
CPU LU factorization and linear solvers ( #1451 )
...
* 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
Angelos Katharopoulos
9eb7d7362f
Fix Split::vmap ( #1845 )
2025-02-08 09:22:13 -08:00
Awni Hannun
1c0c118f7c
Fp64 on the CPU ( #1843 )
...
* add fp64 data type
* clean build
* update docs
* fix bug
2025-02-07 15:52:22 -08:00
Jagrit Digani
b6c6552d20
Add missing #pragma once ( #1838 )
2025-02-06 11:11:22 -08:00
Awni Hannun
af1b725fda
Fix a couple of slicing bugs ( #1827 )
...
* fix a few bugs
* fix conv grad
* speedup test
* comment
2025-02-05 19:50:08 -08:00
Awni Hannun
9174606d4c
fix sort ( #1835 )
2025-02-05 17:16:27 -08:00
Awni Hannun
fe5987b81d
faster sort ( #1831 )
2025-02-05 06:10:22 -08:00
Awni Hannun
a229c8cef0
don't duplicate malloc with custom kernel init ( #1830 )
2025-02-04 13:20:57 -08:00
Jesper Stemann Andersen
f6c0499b8d
Resolved ambiguity in mlx::core::take_along_axis ( #1822 )
...
* Resolved ambiguity in mlx::core::take_along_axis
Detected by GCC 10 on riscv64-linux-gnu.
* Formatted
* Removed superfluous parentheses in random_tests.cpp
2025-02-04 06:06:17 -08:00
