Awni Hannun
9231617eb3
Move to nanobind v2 ( #1316 )
2024-08-08 17:17:46 -07:00
Awni Hannun
aa1d6cadad
Fix docs latex build and nits ( #1297 )
...
* fix docs latex build and nits
* fix stub gen and try to clean up building
2024-07-29 11:44:06 -07:00
Awni Hannun
7b456fd2c0
Array api ( #1289 )
...
* some updates for numpy 2.0 and array api
* some updates for numpy 2.0 and array api
* fix array api doc
2024-07-26 10:40:49 -07:00
Awni Hannun
ea9090bbc4
Add view op ( #1179 )
...
* add view primitive
* nit
* fix view
2024-06-04 08:05:27 -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
eb8321d863
list based indexing ( #1150 )
2024-05-22 15:52:05 -07:00
Awni Hannun
81dd33af66
allow conversion to dlpack ( #1120 )
2024-05-16 16:11:37 -07:00
Cheng
56a4eaed72
Pass missing stream arg in array.flatten ( #1111 )
2024-05-14 06:50:16 -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
86f495985b
Add bitwise ops ( #1037 )
...
* bitwise ops
* fix tests
2024-04-26 22:03:42 -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
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
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
AmirHossein_Razlighi
f48bc496c7
Comparing python objects (such as list/tuple) with mlx.core.array ( #920 )
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* 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
Jack Mousseau
8e686764ac
Ensure shape dimensions are within supported integer range ( #566 ) ( #704 )
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* Ensure shape dimensions are within supported integer range (#566 )
* fix build
* fix rebase bug
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-25 13:29:45 -07:00
Daniel Strobusch
479051ce1c
add numeric type hierarchy and issubdtype as well as a set_dtype meth… ( #427 )
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* 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
Awni Hannun
b7588fd5d7
fix inplace to not make a shallow copy ( #804 )
2024-03-07 09:34:11 -08:00
Luca Arnaboldi
cbefd9129e
Implementation of pickle, copy and deepcopy for Python arrays ( #300 & #367 ). ( #713 )
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* Implemented pickling and copy for Python arrays(#300 & #367 )
* Fixing typos
* Pickle with NumPy arrays
* Pickle: workaround for bfloat16
* Revert "Pickle: workaround for bfloat16"
This reverts commit 25afe6bc09
2024-03-06 08:02:41 -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
d0fda82595
fix tolist for half types ( #702 )
2024-02-19 09:44:27 -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
Awni Hannun
5c3ac52dd7
fix test ( #627 )
2024-02-04 16:18:03 -08:00
Daniel Strobusch
4fd2fb84a6
make python array SupportsAbs conform (like numpy) ( #624 )
2024-02-04 09:31:02 -08:00
Daniel Strobusch
9852af1a19
fix "shape" docstring. ( #623 )
2024-02-04 09:21:22 -08:00
Awni Hannun
09b9275027
Make shape a tuple ( #591 )
...
* shape tuple
* also remove simplify from docs
* rebase
2024-01-30 13:11:01 -08:00
Jacket
3f7aba8498
Implement diagonal operator ( #562 )
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* Implement diagonal operator
This implements mx.diagonal in operator level, inspired by
@ManishAradwad.
* added `mx.diag` with tests
* corrected few things
* nits in bindings
* updates to diag
---------
Co-authored-by: ManishAradwad <manisharadwad@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-30 09:45:48 -08:00
Angelos Katharopoulos
37d98ba6ff
No gil eval ( #565 )
2024-01-26 22:03:52 -08:00
Awni Hannun
6bf779e72b
fix array from list for > 32 bit types ( #501 )
2024-01-19 15:49:25 -08:00
toji
49a52610b7
Added formatter structure and a boolean value formatter ( #354 )
...
* added formatter structure and a boolean value formatter
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-18 07:49:41 -08:00
Angelos Katharopoulos
9c111f176d
Fix split optimization for array iterator ( #484 )
2024-01-18 05:50:25 -08:00
Matthew Ernst
92a2fdd577
Adds isinf ( #445 )
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* adds isinf
Signed-off-by: matthewfernst <matthew.f.ernst@gmail.com>
* use stream + nits
* typo
---------
Signed-off-by: matthewfernst <matthew.f.ernst@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-15 19:50:44 -08:00
Awni Hannun
41cc7bdfdb
Fix stub generation, change graph exporting for arrows to go to outputs ( #455 )
2024-01-14 14:06:16 -08:00
Ayush Shridhar
1416e7b664
Add isnan ( #423 )
2024-01-12 11:16:48 -08:00
davidkoski
29081204d1
array.swapaxes should point to swapaxes free function ( #441 )
2024-01-12 11:06:16 -08:00
Awni Hannun
1d90a76d63
in place ops behave in place, fix some overloads ( #411 )
2024-01-09 16:05:38 -08:00
Angelos Katharopoulos
961435a243
Scatter vjp ( #394 )
...
* Add a first scatter vjp
* Implement the scatter_add vjp
* Add array.at to implement user friendly scatters
2024-01-09 13:36:51 -08:00
Nripesh Niketan
73321b8097
feat: add logicalAnd and logicalOR ( #386 )
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* feat: add logicalAnd and logicalOR
* run pre-commit
* Refactor logical_and and logical_or functions
* Add acknowledgement
* Add logical AND and logical OR operators
* Refactor logical_and and logical_or functions
* Add support for logical operators on bool arrays
* Update mlx/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update mlx/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Add logical AND and OR operators for arrays and scalars
* Refactor vjp and jvp methods in primitives.cpp
* Add overloaded operators for logical AND and OR
* format
---------
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-08 07:00:05 -08:00
Angelos Katharopoulos
a611b0bc82
Removes the retain_graph flag ( #385 )
...
* Adds global tracing flag
* Removes retain_graph in favor of is_tracer
2024-01-07 15:16:51 -08:00
Angelos Katharopoulos
4c48f6460d
Fix segfault from buffer protocol and tests ( #383 )
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* Fix segfault from buffer protocol and tests
* Fix tf test
2024-01-05 18:17:44 -08:00
Daniel Strobusch
1331fa19f6
Make array conform to the Python Buffer Protocol ( #323 )
2024-01-05 15:58:33 -08:00
mutexuan
d8f41a5c0f
support python mlx.array creation from list of mlx.array's ( #325 )
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* support python mlx.array creation from list of mlx.array's
* include bfloat16 in UT
* refactor so that sub array made of all python primitive types gets initialized by fill_vector
* address PR comment: arr.shape().size() -> arr.ndim()
* address PR comment: get back Dtype constness and let stack to handle type promotions automatically
2024-01-04 18:53:33 -08:00
Josh Soref
44c1ce5e6a
Spelling ( #342 )
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* spelling: accumulates
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: across
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: additional
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: against
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: among
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: array
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: at least
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: available
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* spelling: axes
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: basically
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* spelling: bfloat
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: bounds
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: broadcast
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* spelling: buffer
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* spelling: class
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* spelling: coefficients
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* spelling: collision
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* spelling: combinations
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* spelling: committing
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* spelling: computation
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* spelling: consider
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* spelling: constructing
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* spelling: conversions
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* spelling: correctly
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* spelling: corresponding
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* spelling: declaration
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* spelling: default
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* spelling: dependency
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* spelling: destination
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* spelling: destructor
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* spelling: dimensions
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* spelling: divided
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* spelling: element-wise
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* spelling: elements
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* spelling: endianness
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* spelling: equivalent
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* spelling: explicitly
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* spelling: github
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* spelling: indices
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* spelling: irregularly
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* spelling: memory
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* spelling: metallib
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* spelling: negative
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* spelling: notable
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* spelling: optional
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* spelling: otherwise
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: overridden
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* spelling: partially
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* spelling: partition
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* spelling: perform
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* spelling: perturbations
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* spelling: positively
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* spelling: primitive
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* spelling: repeat
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* spelling: repeats
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* spelling: respect
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* spelling: respectively
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: result
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* spelling: rounding
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* spelling: separate
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* spelling: skipping
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* spelling: structure
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* spelling: the
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* spelling: transpose
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* spelling: unnecessary
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* spelling: unneeded
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* spelling: unsupported
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---------
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
2024-01-01 21:08:17 -08:00
mutexuan
350095ce6e
fix type cast error in item() for bfloat16 ( #339 )
...
Co-authored-by: xuan <xuan@apple.com>
2024-01-01 19:02:04 -08:00
Daniel Strobusch
d58ac083f3
expose itemsize and nbytes as for numpy arrays ( #284 )
...
see:
* https://numpy.org/doc/stable/reference/generated/numpy.ndarray.nbytes.html
* https://numpy.org/doc/stable/reference/generated/numpy.ndarray.itemsize.html
relates to https://github.com/ml-explore/mlx-examples/pull/174
2023-12-25 10:34:28 -08:00
Angelos Katharopoulos
2807c6aff0
Implements divide for integer types and adds floor_divide op ( #228 )
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* Add floor_divide
* Add floor_divide to the tests
* Add floor_divide to the docs
2023-12-19 20:12:19 -08:00
Angelos Katharopoulos
4d4af12c6f
Adds round op and primitive ( #203 )
2023-12-18 11:32:48 -08:00
__mo_san__
52e1589a52
implemented Flatten Module ( #149 )
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* implemented flatten op
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2023-12-16 21:54:37 -08:00
Awni Hannun
e5851e52b1
Add move and swap axis, and vmap for slice, concat, and gather ( #158 )
...
* add move and swap axis, and vmap for slice, concat, and gather
2023-12-14 12:59:12 -08:00
