Awni Hannun
218047c75a
docs fixes ( #1263 )
2024-07-11 15:59:07 -07:00
Angelos Katharopoulos
5c1fa64fb0
Custom transforms ( #1246 )
2024-07-10 18:00:01 -07:00
Alex Barron
a3c287354f
Fast Hadamard Transform ( #1249 )
...
* Working hadamard for powers of 2
* working for m*2^k
* add scale and check contiguity
* add size check
* clean up
* fix test
* add grads + vmap
* gpu only
* skip on linux
* test typo
* add cpu impl
* remove gpu only tests
* fix linux build + add is_equivalent
2024-07-09 20:39:01 -07:00
Awni Hannun
20bb301195
CPU binary reduction + Nits ( #1242 )
...
* very minor nits
* reduce binary
* fix test
2024-06-28 13:50:42 -07:00
Angelos Katharopoulos
b05bcfd27f
Fixes segfault when compiling checkpointed functions ( #1235 )
2024-06-26 16:14:45 -07:00
David Koski
4eef1e8a3e
fix typo ( #1215 )
2024-06-24 13:36:35 -07:00
Alex Barron
95d11bda06
Fix NumPy 2.0 pickle test ( #1221 )
...
* fix numpy version <2 temporarily
* typo
* better fix
* Fix just for bfloat16
---------
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-06-23 05:47:22 -07:00
Angelos Katharopoulos
0163a8e57a
Add docs for the distributed namespace ( #1184 )
2024-06-06 11:37:00 -07:00
Awni Hannun
ea9090bbc4
Add view op ( #1179 )
...
* add view primitive
* nit
* fix view
2024-06-04 08:05:27 -07:00
Angelos Katharopoulos
3de8ce3f3c
In place all-reduce and forgiving init ( #1178 )
2024-06-03 16:47:47 -07:00
Brian Keene
1865299a30
Metal shaders for memory efficient self attention on large sequences ( #964 )
...
* Metal shaders for efficient self attention on large sequences
Updated fast attention: GEMM-ified with Steel primitives
Uses flash attention 1 for scale correction
* more compiler silencing
* Address rebase issues
* Templatize kernel instantiation, revise cpu bindings
* Safer writes to output
* Permit batch size > 1
* Numerical fixes for sdpa self attention
* Re-enable test, remove unused variable
* add benchmarking script
* Disable sdpa prior to perf tuning, and simplify tests for per-patch CI
2024-06-03 09:16:19 -07:00
K Venkat Ramnan
ab977109db
feat: Added dlpack device ( #1165 )
...
* feat: Added dlpack device
* feat: Added device_id to dlpack device
* feat: Added device_id to dlpack device
* doc: updated conversion docs
* doc: updated numpy.rst dlpack information
* doc: updated numpy.rst dlpack information
* Update docs/src/usage/numpy.rst
* Update docs/src/usage/numpy.rst
---------
Co-authored-by: Venkat Ramnan Kalyanakumar <venkatramnankalyanakumar@Venkats-MacBook-Air.local>
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
2024-05-31 12:29:01 -07:00
Awni Hannun
7e26fd8032
Option to JIT steel gemm / conv ( #1139 )
2024-05-23 18:07:34 -07:00
Angelos Katharopoulos
50dfb664db
Comms ( #1097 )
...
* Start the communications branch using MPI
* Add ops and primitives
* Add python bindings for distributed
2024-05-23 17:04:02 -07:00
Awni Hannun
eb8321d863
list based indexing ( #1150 )
2024-05-22 15:52:05 -07:00
Abe Leininger
79ef49b2c2
add mx.trace ( #1143 ) ( #1147 )
...
* working c++ trace implementation
* updated throw + added overloads
* added python binding for trace function
* pre-commit reformatting
* add trace to docs
* resolve comments
* remove to_stream call
2024-05-22 15:50:27 -07:00
Awni Hannun
d568c7ee36
Rename block sparse ( #1149 )
...
* block_sparse_mm to gather_mm
* rename
* nit
* nit
2024-05-22 07:48:34 -07:00
Awni Hannun
e6fecbb3e1
Some fixes in docs ( #1141 )
...
* fixes in docs
* nit
2024-05-20 11:51:47 -07:00
Luca Arnaboldi
b3ec792380
Implemented Cholesky on CPU ( #1119 )
2024-05-17 12:31:59 -07:00
Awni Hannun
81dd33af66
allow conversion to dlpack ( #1120 )
2024-05-16 16:11:37 -07:00
Angelos Katharopoulos
e78a6518fa
Block sparse qmm ( #1124 )
2024-05-16 15:24:14 -07:00
Jacket
c417e42116
[Fix] minor typo in default argument for argpartition's "axis" parameter ( #1125 )
...
According to the document, argpartition's axis parameter can be None, but due to a previous typo it can't really accepts a None value.
2024-05-15 15:25:25 -07:00
Awni Hannun
631dfbe673
fix scatter index bug ( #1122 )
2024-05-14 15:04:58 -07:00
Cheng
56a4eaed72
Pass missing stream arg in array.flatten ( #1111 )
2024-05-14 06:50:16 -07:00
Cheng
bf925d9dc7
Move args in conv_general ( #1118 )
...
Also fix a typo that padding_lo is passed as padding_hi.
2024-05-14 06:50:09 -07:00
Cheng
1a7ed5dcb6
Fill vector with constructor instead of fill_n ( #1113 )
2024-05-14 06:28:55 -07:00
Cheng
cbd5445ea7
The tile op does not accept None as reps ( #1117 )
2024-05-14 06:25:25 -07:00
Max-Heinrich Laves
ff4223904d
Conv3d ( #993 )
...
* added conv3d
added conv3d
implemented explicit_gemm_conv_ND_cpu and bounds checks for slow_conv_3D
* incorporated reviewer comments
* fixed test
* reduced tensor shapes in test for conv3d
* Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Reviewer suggestion
2024-05-11 06:15:02 -07:00
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
b21242faf1
Allow unary ops to accept array like ( #1093 )
2024-05-09 09:36:02 -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
Awni Hannun
9814a2ae12
fix conversion to array ( #1070 )
2024-05-06 16:02:49 -07:00
Shubham
6992498e7a
add keyword positonal ( #1081 )
2024-05-06 07:18:49 -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
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
Awni Hannun
09f1777896
fix slice update indexing ( #1053 )
2024-04-29 12:17:40 -07:00
Jacket
490c0c4fdc
[Fix] expand axes for dimension with integer indices in mlx_slice_update ( #1035 )
...
* Not sure if this is correct
* Format
* Edit tests
* Add negative test
* Format
* add one more test
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-04-29 07:57:28 -07:00
Awni Hannun
86f495985b
Add bitwise ops ( #1037 )
...
* bitwise ops
* fix tests
2024-04-26 22:03:42 -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
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
ef5f7d1aea
Fix buffer protocol buffer size designation ( #1010 )
2024-04-19 06:06:13 -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
Awni Hannun
12d4507ee3
Explicit barriers with concurrent dispatch ( #977 )
2024-04-10 21:45:31 -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
