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767 Commits

Author SHA1 Message Date
Alex Barron
2e158cf6d0 Add conjugate operator (#1100) 
* cpu and gpu impl

* add mx.conj and array.conj()

---------

Co-authored-by: Alex Barron <abarron22@apple.com>
 2024-05-10 07:22:20 -07:00
Awni Hannun
8b1906abd0 Add compiler flags to disable safetensors and gguf (#1098) 
* with docs

* nit
 2024-05-09 17:39:44 -07:00
Awni Hannun
06375e6605 Split encoders in non-concurrent context with a max ops per encoder (#1085) 
* split encoders

* fix race
 2024-05-09 16:21:02 -07:00
Rahul Yedida
cc05a281c4 Added ArcTan2 operation (#1079) 
* Added ArcTan2 operation

* Cleanup, bug fixes from code review

* Minor cleanup, fixed Linux tests
 2024-05-08 08:35:15 -07:00
Jagrit Digani
fe96ceee66 Update block offset adjustment to be in size_t (#1087) 2024-05-08 08:10:23 -07:00
Awni Hannun
21623156a3 Reset peak memory (#1074) 
* reset peak memory

* fix linux

* nits in docs
 2024-05-03 17:12:51 -07:00
Awni Hannun
b00ac960b4 change initial memory limits and add memory size to device info (#1064) 2024-05-03 06:50:15 -07:00
Jagrit Digani
f390957685 Block sparse mm (#1058) 2024-05-02 14:03:58 -07:00
Angelos Katharopoulos
17f57df797 Improvements in the quantizer and dequantization kernel (#1061) 2024-05-01 18:19:11 -07:00
Awni Hannun
7f7b9662ea Fix leak for multi-output primitives which are never detached (#1059) 
* fix multi output leak

* ignore arrays that will be detached

* add some comments

* stray print
 2024-05-01 07:31:45 -07:00
Awni Hannun
19bef39f5c Add a mx.metal.device_info (#1060) 
* device inof

* add variant

* fix linux

* fix doc
 2024-04-30 15:47:27 -07:00
Nripesh Niketan
a30e7ed2da feat: metal formatting and pre-commit bump (#1038) 
* feat: metal formatting and pre-commit bump

* add guards

* update

* more guards

* more guards

* smakk fix

* Refactor instantiation of ternary types in ternary.metal

* fix scan.metal
 2024-04-30 07:18:09 -07:00
Angelos Katharopoulos
8db7161c94 Bug fix in quantize (#1054) 2024-04-29 20:55:04 -07:00
Awni Hannun
09f1777896 fix slice update indexing (#1053) 2024-04-29 12:17:40 -07:00
Rifur13
c4a471c99d Add groups to Conv1d (#948) 
* Add conv1d grouped convs on CPU

* Add GPU support

* Parallelize inside metal kernel

* clenaup

* Update mlx/ops.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* New unfold kernel + remove unused code

* Remove copy and refactor

* Update vjp and reuse steel gemm

* Fixed groups on cpu

* Fix metal validation

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
 2024-04-27 06:24:57 -07:00
Awni Hannun
86f495985b Add bitwise ops (#1037) 
* bitwise ops

* fix tests
 2024-04-26 22:03:42 -07:00
Awni Hannun
67d1894759 fix order device -> scheduler (#1039) 2024-04-26 13:46:41 -07:00
Awni Hannun
5bfe89bdb1 Cpp docs (#1036) 
* start of C++ docs

* fix stream doc

* only include ops for now
 2024-04-26 12:56:05 -07:00
Awni Hannun
771575d27b Expose function to clear memory cache (#1032) 
* expose function to clear memory cache

* fix linux build

* fix metal tests
 2024-04-24 16:48:51 -07:00
Angelos Katharopoulos
20a01bbd9f Simplifying and improving qmm (#1030) 2024-04-24 13:07:45 -07:00
Angelos Katharopoulos
ec8578d41a Fix quantization of all 0s (#1028) 2024-04-24 00:40:42 -07:00
Aneesh Shetty
d0dbfe0b97 Adds radians and degrees (#1011) 2024-04-22 11:17:49 -07:00
Awni Hannun
3d405fb3b1 Add synchronize function (#1006) 
* add synchronize function

* fix linux

* fix linux

* fix and fix docs

* fix test

* try synchronize in stream destroy

* synchronize works for both cpu and gpu
 2024-04-22 08:25:46 -07:00
Angelos Katharopoulos
84d61d27aa Make sure 0 is represented in the quantization (#1016) 2024-04-19 19:47:26 -07:00
Awni Hannun
ed83908931 fix gguf loading quants (#1014) 
* fix gguf loading quants

* fix nanobind install

* actual fix
 2024-04-19 12:24:07 -07:00
Jagrit Digani
85c8a91a27 Fix mask broadcasting bug and add relevant test (#1003) 2024-04-17 17:33:48 -07:00
Awni Hannun
8a0677d56d Shared events for synchronization + async eval (#998) 
* more async eval

* fix rebase

* try correct async eval

* fix async

* more tests for async eval

* use shared events for synchronization

* comment + cleanup

* with autorelease pool

* fix no metal build

* fix compile

* fix patch

* don't eval if asyn evale'd

* don't use is_evaled

* comments

* more multi stream tests

* try and cleanup use of is_evaled

* use a status flag
 2024-04-17 06:16:02 -07:00
Jagrit Digani
b18468bf81 Masked mm (#978) 
* Add block masked matmul op and primitive
 2024-04-16 14:45:39 -07:00
Alex Barron
2e7c02d5cd Metal FFT for powers of 2 up to 2048 (#915) 
* add Metal FFT for powers of 2

* skip GPU test on linux

* fix contiguity bug

* address comments

* Update mlx/backend/metal/fft.cpp

* Update mlx/backend/metal/fft.cpp

* fix bug in synch

---------

Co-authored-by: Alex Barron <abarron22@apple.com>
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
 2024-04-11 21:40:06 -07:00
Awni Hannun
ae18326533 No copy command encoder (#986) 
* no copy command encoder

* up layer norm test tolerances
 2024-04-11 21:15:36 -07:00
Angelos Katharopoulos
dce4bd74a4 Add ArrayDesc destructor to avoid possible stack overflow (#982) 2024-04-11 11:37:02 -07:00
Nripesh Niketan
ffff671273 Update pre-commit hooks (#984) 2024-04-11 07:27:53 -07:00
Awni Hannun
12d4507ee3 Explicit barriers with concurrent dispatch (#977) 2024-04-10 21:45:31 -07:00
Awni Hannun
8580d997ff Try a stack-based DFS for eval (#980) 
* rebase

* nit

* fix eval in vmap
 2024-04-10 17:05:13 -07:00
Awni Hannun
99abb9eff4 Async eval (#972) 2024-04-09 18:34:00 -07:00
Luca Arnaboldi
fffe072028 Implementation of mlx.random.multivariate_normal (#502) (#877) 
* Implementation of mlx.random.multivariate_normal (#502)

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Updated typo in docstring

* Restricted multivariate_normal to  float32

* Generic mean and variance shapes

* Review edits

* Update mlx/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Test for ndim of mean and cov

* nits

* smaller size for test

* fix broadcasted sampling

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
 2024-04-09 13:50:12 -07:00
Abe Leininger
a1a31eed27 Add mx.meshgrid (#961) 2024-04-09 11:43:08 -07:00
Awni Hannun
ae812350f9 use string (#976) 2024-04-09 11:22:00 -07:00
Awni Hannun
42afe27e12 std and expm1 (#973) 
* std and expm1

* actually add expm1

* fix linux

* fix vjp

* relax tol for linux test

* Add it to the compilable primitives

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
 2024-04-08 14:26:01 -07:00
Awni Hannun
76e63212ff Enable bfloat scan (#974) 
* enable bfloat scan
* fix tests
 2024-04-08 12:29:19 -07:00
Awni Hannun
aac2f9fb61 Improve profiling with gpu tracing (#969) 
* improve profiling with gpu tracing

* fix for linux

* nit

* doc fix

* fix example
 2024-04-07 21:47:43 -07:00
Awni Hannun
039da779d1 No quant reshape (#957) 
* precise option on cpu

* remove print

* remove reshape in quant matmul

* no quant reshape
 2024-04-04 11:52:12 -07:00
Awni Hannun
d88d2124b5 segfaut layer norm grad (#955) 2024-04-04 10:59:15 -07:00
Awni Hannun
e142aaf8a1 Option for precise softmax (#953) 
* precise softmax

* Add an equivalency check

* Make the threadgroup memory definition fixed

* precise cpu softmax

* precise option on cpu

* remove print

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
 2024-04-04 08:32:35 -07:00
Awni Hannun
741eb28443 fix a couple bugs (#952) 2024-04-02 12:07:41 -07:00
Angelos Katharopoulos
1a87dc5ea8 Fix compile fusion for multi-output edge cases (#950) 
* Fix compile fusion for multi-output edge cases

* Add a test for multi-output compile
 2024-04-02 08:42:31 -07:00
Awni Hannun
2427fa171e Fix cpu compile (#934) 
* fix one cpu bug, test for another

* format hooks

* simplify contiguity check for cpu compile

* fix

* add back donation

* comment
 2024-04-01 17:37:12 -07:00
Angelos Katharopoulos
110d9b149d Layer norm grad fix donation bug (#941) 
* add layer norm grad test

* Fix donation bug in layernorm vjp

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2024-04-01 06:15:50 -07:00
Angelos Katharopoulos
9cbff5ec1d Fix typo in qmm check (#940) 2024-03-31 19:15:44 -07:00
Awni Hannun
8915901966 Donation bug (#933) 
* donation

* buf

* fix bug in softmax

* comment

* remove print
 2024-03-30 10:08:54 -07:00