Awni Hannun
0189ab6ab6
More jitting ( #1132 )
...
* docs + circle min size build
* jit scan, arange, softmax
* add sort
* jit reductions
* remove print
* fix deps
* clean includes / nits
2024-05-23 16:23:44 -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
226748b3e7
JIT compile option for binary minimization ( #1091 )
...
* try cpp 20 for compile
* unary, binary, ternary in jit
* nits
* fix gather/scatter
* fix rebase
* reorg compile
* add ternary to compile
* jit copy
* jit compile flag
* fix build
* use linked function for ternary
* some nits
* docs + circle min size build
* docs + circle min size build
* fix extension
* fix no cpu build
* improve includes
2024-05-22 12:57:13 -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
Awni Hannun
8b76571896
Fix extensions ( #1126 )
...
* fix extensions
* title
* enable circle
* fix nanobind tag
* fix bug in doc
* try to fix config
* typo
2024-05-16 15:36:25 -07:00
Cheng
2c7e9b5158
Add missing docs for some ops ( #1110 )
2024-05-14 06:09:05 -07:00
Awni Hannun
7178ac0111
No CPU option for binary minimization ( #1105 )
...
* no cpu build option
* docs
* fix
2024-05-13 16:08:11 -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
8b1906abd0
Add compiler flags to disable safetensors and gguf ( #1098 )
...
* with docs
* nit
2024-05-09 17:39:44 -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
21623156a3
Reset peak memory ( #1074 )
...
* reset peak memory
* fix linux
* nits in docs
2024-05-03 17:12:51 -07:00
Nripesh Niketan
79c859e2e0
feat: implement clip_grad_norm ( #1043 )
...
* feat: implement `clip_grad_norm`
* pre-commit
* Add test for clip_grad_norm function in test_optimizers.py
* small fixes
* fix
* lint
* Update tree_reduce
* Update python/mlx/utils.py
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update python/mlx/utils.py
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update python/mlx/utils.py
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update python/mlx/utils.py
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update python/mlx/utils.py
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update python/mlx/utils.py
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Refactor clip_grad_norm function to include documentation and improve readability
* format docstring
* Add acknowlegements
* text wrap
* pre-commit
* nits in docs
---------
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-05-03 09:07:02 -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
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
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
b18468bf81
Masked mm ( #978 )
...
* Add block masked matmul op and primitive
2024-04-16 14:45:39 -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 Shepard
91eba8e485
fix for grammatical typo in docs ( #988 )
...
thanks for mlx!
2024-04-11 17:02:06 -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
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
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
Suvan Kumar
433c0206b0
Update saving_and_loading.rst ( #929 )
...
Update saving / load docs.
2024-03-30 14:30:06 -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
Cheng
90dfa43ff1
Don't use make_unique to create shared_ptr ( #902 )
...
The code compiled because shared_ptr's constructor actually accepts
unique_ptr.
2024-03-27 06:13:29 -07:00
Daniel Strobusch
479051ce1c
add numeric type hierarchy and issubdtype as well as a set_dtype meth… ( #427 )
...
* add numeric type hierarchy and issubdtype as well as a set_dtype method to nn.Module with predicate
numeric type hierarchy and issubtype is compatible to the [numpy hierarchy](220f0ab2c5/numpy/_core/numerictypes.py (L42)Closes #285 .
* nits in docs
* unify type category checking
* nits in docs
* nits in docs
* more docs nits
* fix callable type
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-25 12:32:59 -07:00
Awni Hannun
1e16331d9c
post nanobind docs fixes and some updates ( #889 )
...
* post nanobind docs fixes and some updates
* one more doc nit
* fix for stubs and latex
2024-03-24 15:03:27 -07:00
Awni Hannun
9a8ee00246
Switch to nanobind ( #839 )
...
* mostly builds
* most tests pass
* fix circle build
* add back buffer protocol
* includes
* fix for py38
* limit to cpu device
* include
* fix stubs
* move signatures for docs
* stubgen + docs fix
* doc for compiled function, comments
2024-03-18 20:12:25 -07:00
Justin Deschenaux
8e5600022a
Implement RNN, GRU, LSTM ( #268 )
...
* RNN base implementation
* Address comments+format
* nits in docs
* add tests for prb
* fix test
* add a couple tests
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-11 21:14:44 -07:00
Awni Hannun
74ed0974b3
Support 13.0+ with xcode 14.3 ( #806 )
...
* Support 13.0+ with xcode 14.3
* revert revert
2024-03-07 13:27:57 -08:00
Awni Hannun
f512b905c7
Minimum xcode / sdk ( #800 )
...
* minimum xcode /sdk
* try multiple xcode versions in CI
* update python
* metal validation for python tests
2024-03-07 08:19:43 -08:00
AlexCheema
7762e07fde
Update function_transforms.rst ( #796 )
...
Fix typo in function_transforms.rst
2024-03-06 12:03:37 -08:00
Awni Hannun
bc06cb9ff6
Pickle + dtype fix for numpy conversion ( #763 )
...
* pickle + dtype fix for numpy conversion
* fix getattribute on Module base
* remove unused function
* fix tests
* add topk to ops
* fix doc
2024-03-02 06:09:29 -08:00
Awni Hannun
d5964a2710
bindings for memory info ( #761 )
...
* bindings for memory info
* update api
* keep cache low if requested
* fix default
* nit in ops error
2024-03-01 19:51:58 -08:00
Jagrit Digani
776c3d226d
Convolution update ( #651 )
...
* Init steel conv and update Conv primitive
* Update slow CPU implementation to support flipping and input dilation winograd conv routing
Co-authored-by: Awni Hannun <awni@apple.com>
2024-02-28 20:11:16 -08:00
Awni Hannun
fe1dabf272
Fix compile with non standard types ( #745 )
...
* refactor tree utils
* fix compile + tree code refactor
* Add an extra test
* add a few missing activations to docs
* hash structure
* Encode the full argument structure
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-26 19:28:53 -08:00
Chime Ogbuji
3b661b7394
Add linear warmup and schedule joining for use with existing schedules ( #721 )
...
* Add linear warmup to schedules for use with existing schedules
* Changed parameters for simplicity of most common case (0 initial value)
* Added ScheduleJoiner and updated documentation
* ScheduleJoiner -> join_schedules (ala optax #)
* black compliance
* Different evaluation of schedules
* nits
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-02-26 07:28:48 -08:00
Gabrijel Boduljak
22364c40b7
Upsample2d ( #414 )
...
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
2024-02-23 09:55:04 -08:00
Angelos Katharopoulos
7dcdd88e27
Change the logo and add a dark option ( #716 )
2024-02-20 10:57:02 -08:00
Hinrik Snær Guðmundsson
f883fcede0
Added support for atleast_1d, atleast_2d, atleast_3d ( #694 )
2024-02-19 09:40:52 -08:00
Srimukh Sripada
818cda16bc
Support LR schedulers ( #334 )
...
* Add a few LR schedulers
* Move parents's constructor call to the top
* Fix docstring
* refactor optimizers into two files
* add docs
* nit
* Fix Callable type annotation for python 3.8
---------
Co-authored-by: Awni Hannun <awni@apple.com>
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-15 11:26:20 -08:00
Diogo
35431a4ac8
Adds device context manager ( #679 )
2024-02-14 14:14:58 -08:00
