578 Commits

Author	SHA1	Message	Date
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
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	83a0340fa7	allow command (#1836)	2025-02-06 10:32:24 -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	ca305afdbe	loading empty list is ok when strict = false (#1834)	2025-02-05 16:19:27 -08:00
Awni Hannun	ec7c7def40	no line buffer for mpi jobs (#1825)	2025-02-03 12:02:15 -08:00
Angelos Katharopoulos	f5cc1eea72	Allow different value dimensions in sdpa_vector (#1811)	2025-01-31 20:58:59 -08:00
Awni Hannun	b7c9f1d38f	scatter axis + gather axis primitives (#1813) ... * scatter axis + gather axis primitives * add transforms * comment	2025-01-31 20:48:08 -08:00
Angelos Katharopoulos	ded914f442	Small distributed launch helper (#1810)	2025-01-29 17:55:04 -08:00
Awni Hannun	4758c8baa1	Start to cleanup/unify accelerate and common back-ends (Part 1/N) (#1777) ... * start to cleanup/unify accelerate and common back-ends * more progress * simplify * add half type and allow infs in simd exp * unify softmax + quantized, more dispatches to simd quantized mm * add sin/cos, use simd in vector-scalar ops * faster CPU vectorize quant * faster erf/erfinv	2025-01-29 14:34:49 -08:00
Awni Hannun	1017ac4a9e	add dilation for conv 3d layers + test for 3d conv w/ dilation (#1802)	2025-01-28 06:17:07 -08:00
Angelos Katharopoulos	ccb61d7aae	Ring distributed backend (#1784)	2025-01-27 22:15:01 -08:00
Awni Hannun	2235dee906	catch stream errors earlier to avoid aborts (#1801)	2025-01-27 14:05:43 -08:00
Awni Hannun	28091aa1ff	allow build python lib without specifying path (#1799)	2025-01-27 11:22:35 -08:00
Awni Hannun	121d9a0702	Fix rope fallback to not upcast (#1797) ... * fix rope fallback to not upcast * Update mlx/fast.cpp Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com> --------- Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>	2025-01-26 19:07:21 -08:00
Nick	0cea88bcc5	Use @ matrix multiplication syntax to document matrix-matrix multiplication (#1793) ... Co-authored-by: Nick Thompson <nicholas_a_thompson@apple.com>	2025-01-25 16:02:36 -08:00
Angelos Katharopoulos	72146fc4cd	Einsum ellipsis (#1788)	2025-01-25 01:28:03 -08:00
Awni Hannun	e6a7ab9675	non square qr (#1783)	2025-01-21 14:07:47 -08:00
Awni Hannun	90532b1f37	recompile when shapeless is different (#1776)	2025-01-20 21:07:10 -08:00
Awni Hannun	0c259961ac	matmul jvps (#1772)	2025-01-17 10:36:26 -08:00
Awni Hannun	33421c1dd3	Limit grad recursion depth by not recursing through non-grad inputs (#1764) ... * limit grad recursion depth * add grad of module test	2025-01-14 14:33:18 -08:00
Nripesh Niketan	5cc5201914	feat: Add orthogonal initializer and corresponding tests (#1651) ... * feat: Add orthogonal initializer and corresponding tests * lint * Add acknowledgements * nits --------- Co-authored-by: Awni Hannun <awni@apple.com>	2025-01-13 07:29:20 -08:00
wrmsr	a4a2764a52	Fix broadcast_arrays python sig (#1763)	2025-01-10 12:33:26 -08:00
Awni Hannun	657f466402	use sdpa and exportable functions in transformer multi head attention (#1760)	2025-01-09 13:11:55 -08:00
Alex Barron	c7b0300af5	Fix batched qmv bug (#1758)	2025-01-09 11:45:57 -08:00
Awni Hannun	1ccaf80575	Dynamic broadcasting for shapeless compile/export (#1722) ... * working towards dynamic broadcast * shapeless broadcast * fix build + nits * use broadcast arrays in quantize matmul * some cleanup / consistency * mend * some comments * add vjp, jvp for broadcast axes	2025-01-09 11:04:24 -08:00