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Author SHA1 Message Date
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
b0012cdd0f Bump the patch version for the quants (#1018) v0.11.1 2024-04-19 20:28:34 -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
Angelos Katharopoulos
ef5f7d1aea Fix buffer protocol buffer size designation (#1010) 2024-04-19 06:06:13 -07:00
Awni Hannun
090ff659dc bump (#1007) v0.11.0 2024-04-18 13:18:43 -07:00
Jagrit Digani
85c8a91a27 Fix mask broadcasting bug and add relevant test (#1003) 2024-04-17 17:33:48 -07:00
Piotr Rybiec
581b699ac9 avgpool, not maxpool (#1002) 2024-04-17 08:26:22 -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
Shiyu
107ba2891a gelu tanh approx (#989) 
* gelu tanh approx

* gelu tanh approx

* replace gelu approx with tanh approach

* fix comments

* fix comment
 2024-04-15 19:49:00 -07:00
Awni Hannun
cd9e184529 Quantize embedding (#994) 
* quantize embedding

* rename as_linear + comment

* consistency in docs

* fix test
 2024-04-15 16:42:10 -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
Alex Shepard
91eba8e485 fix for grammatical typo in docs (#988) 
thanks for mlx!
 2024-04-11 17:02:06 -07:00
Awni Hannun
d07e295c62 bumpity bump (#987) v0.10.0 2024-04-11 12:48:52 -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
Shiyu
061cf9a4ce Upsample with bicubic interpolation (#967) 2024-04-10 15:47:22 -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
b63ef10a7f Extensions (#962) 
* start to fix extensions

* mostly fixed extensions

* fix extension build

* couple more nits
 2024-04-09 08:50:36 -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
bddf23f175 patch bump (#956) v0.9.1 2024-04-04 11:56:37 -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
AmirHossein_Razlighi
0caf35f4b8 Better exceptions in case of invalid operations on mlx.core.array (#910) (#926) 
* Nicer exceptions for ops on non-arrays
 2024-04-02 21:11:24 -07:00
Angelos Katharopoulos
3fc993f82d Properly handle negative axes in python vmap (#944) 2024-04-02 18:07:23 -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
Jagrit Digani
639e06e1f3 Indexing bug fix (#947) 
* Fix axes accounting

* Add tests
 2024-04-01 12:18:50 -07:00
Angelos Katharopoulos
02fedbf1da Fix array initialization from list (#942) 
* Fix array initialization from list

* Change the error message in the test
 2024-04-01 06:27:52 -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
Suvan Kumar
433c0206b0 Update saving_and_loading.rst (#929) 
Update saving / load docs.
 2024-03-30 14:30:06 -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
AmirHossein_Razlighi
f48bc496c7 Comparing python objects (such as list/tuple) with mlx.core.array (#920) 
* add implicit conversion of list to array for equality constraint

* add tests for array equality

* add test for tuple and array equality

* return False if __eq__ arg is list or tuple

* write tests for equality

* update the rule of comparison for __ge__/__gt__/__lt__/__le__

* add a helper function for detecting mlx.core.array

* return true in case fo inequality

* debug minor issue regarding detecting mlx array

* add tests for inequality comparisons

* add name for contribution

* reformat files using pre-commit

* update tests for float

* update tests for inequality

* raise exception in case of invalid comparisons

* use isinstance instead of string comparison

* replace "is_convirtable_to_array" with previous logic

* remove throwing exceptions for other operations

* just a comment

* minor changes for efficiency

* optimize a utils function

* change the function name

* Update ACKNOWLEDGMENTS.md

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
 2024-03-29 06:52:30 -07:00
Cheng
913b19329c Add missing && when forwarding args (#925) 
Without the && args would be copied and perfect forwarding won't work.
 2024-03-29 06:48:29 -07:00
Awni Hannun
d8cb3128f6 bump (#924) 
* bump

* fix version
v0.9.0 		2024-03-28 16:14:55 -07:00
Angelos Katharopoulos
5f9ba3019f Fix qmm_t for unaligned cases (#923) 2024-03-28 15:34:57 -07:00
Cheng
46caf0bef0 Remove unnecessary string copies (#891) 
1. Use string_view instead of string when there is no need for copy.
2. Otherwise move string when possible.
 2024-03-28 13:14:59 -07:00
Jack Mousseau
45f636e759 Add Metal debug option and capture functions (#707) 
* Add Metal debug option and capture functions

* Add brief Metal debugger documentation

* doc nits

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2024-03-28 09:40:31 -07:00