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654 Commits

Author SHA1 Message Date
Awni Hannun
3c164fca8c Fix multistream GPU deadlock (#1969) 
* fix multistream GPU deadlock

* comments
 2025-03-20 07:19:47 -07:00
jiyzhang
95e335db7b Update smooth_l1_loss in losses.py (#1974) 
According the definition of smooth_l1_loss, the line 

diff = predictions - targets

Should be updated to 

diff = mx.abs(predictions - targets)

After the modification, the result is consistent with PyTorch smooth_l1_loss
 2025-03-19 20:19:02 -07:00
Chunyang Wen
3779150750 refactor: all use schedule (#1973) 2025-03-19 11:24:04 -07:00
Chunyang Wen
45ad06aac8 Fix typo; Fix lint warning when reuse the same name (#1968) 
* Fix typo; Fix lint warning when reuse the same name

* Add missing period
 2025-03-18 07:12:24 -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
Chunyang Wen
cffceda6ee Add type hint for _extra_repr (#1948) 2025-03-10 06:05:36 -07:00
Chunyang Wen
d14c9fe7ea Add file info when raising errors in save (#1943) 2025-03-08 14:51:04 -08:00
Chunyang Wen
5db90ce822 Fix obsured warning (#1944) 2025-03-08 14:50:39 -08:00
Chunyang Wen
d699cc1330 Fix unreachable warning (#1939) 
* Fix unreachable warning

* Update error message
 2025-03-07 17:23:04 -08:00
Chunyang Wen
a198b2787e Remove unused modules (#1936) 2025-03-06 14:20:27 -08:00
Chunyang Wen
04edad8c59 Add doc string for path (#1937) 2025-03-06 14:20:09 -08:00
David Wisdom
392b3060b0 Fix typo in randint docstring (#1932) 
This commit fixes a typo in the docstring for mlx.core.random.randint() by changing "roadcastable" to "broadcastable".
 2025-03-05 21:48:00 -08:00
Angelos Katharopoulos
0792ff02ff Only fail when 10 consecutive socket errors occur (#1928) 2025-03-05 13:16:19 -08:00
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
Angelos Katharopoulos
a0737273d3 Allow debugging in distributed mode (#1920) 2025-03-04 13:01:10 -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
Angelos Katharopoulos
5d68082881 Ring docs (#1829) 2025-02-28 11:34:21 -08:00
Angelos Katharopoulos
607181644f Add mlx.distributed_config script (#1902) 2025-02-28 11:16:39 -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
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
Franck Verrot
7df3f792a2 Ensure Conv2D and Conv3D's kernel sizes aren't trimmed (#1852) 
Before the change, this snippet:

```
print(nn.Conv1d(1, 32, 3, padding=1))
print(nn.Conv2d(1, 32, (3, 3), padding=1))
print(nn.Conv3d(1, 32, (3, 3, 3), padding=1))
```

would output:

```
Conv1d(1, 32, kernel_size=3, stride=1, padding=1, dilation=1, groups=1, bias=True)
Conv2d(1, 32, kernel_size=(3,), stride=(1, 1), padding=(1, 1), dilation=1, groups=1, bias=True)
Conv3d(1, 32, kernel_size=(3, 3), stride=(1, 1, 1), padding=(1, 1, 1), dilation=1, bias=True)
```

After the change, the output will be:

```
Conv1d(1, 32, kernel_size=3, stride=1, padding=1, dilation=1, groups=1, bias=True)
Conv2d(1, 32, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), dilation=1, groups=1, bias=True)
Conv3d(1, 32, kernel_size=(3, 3, 3), stride=(1, 1, 1), padding=(1, 1, 1), dilation=1, bias=True)
```
 2025-02-10 06:27:01 -08:00
Angelos Katharopoulos
9eb7d7362f Fix Split::vmap (#1845) 2025-02-08 09:22:13 -08:00