Commit Graph

453 Commits

Author SHA1 Message Date
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
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
2d0f384b6f
fix simd erf_inv (#1896) 2025-02-24 13:57:47 -08:00
Angelos Katharopoulos
10b271d963
Ring update (#1885) 2025-02-20 14:32:31 -08:00
Awni Hannun
bbda0fdbdb
Allow non-square lu (#1889) 2025-02-20 08:13:23 -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.

* Make sure that tri_inv returns a triangular matrix

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
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
Alex Barron
4c1dfa58b7
xor op on arrays (#1875) 2025-02-17 00:24:53 -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
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
d274ae77f2
More buffer donation in some cases (#1858)
* more donation

* fix

* add test
2025-02-12 19:41:37 -08:00
Alex Barron
55c5ac7820
fix int64 bug (#1860) 2025-02-12 19:23:46 -08:00
Angelos Katharopoulos
0145911bea
Fixes output donation for IO ops on the GPU (#1857) 2025-02-12 10:52:30 -08:00
Awni Hannun
0a5215693e
Fix grad copies (#1854)
* fix grad with copies

* add test

* add test
2025-02-11 15:26:42 -08:00
Awni Hannun
2a45056ba8
Cycle leak break (#1856)
* detect and break leaks in custom function

* detect and break leaks in custom function
2025-02-11 14:45:02 -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
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