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1c3f82ca17
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73 Commits

Author SHA1 Message Date
Awni Hannun
1c3f82ca17 remove simplify 2024-01-19 20:52:30 -08:00
Awni Hannun
5c78c16f1c enable and disable compiler 2024-01-19 20:52:30 -08:00
Awni Hannun
df1f6c221b bug fix with move function and compile at exit 2024-01-19 20:52:30 -08:00
Awni Hannun
b75ff47098 fix python globals bug, and erase 2024-01-19 20:52:30 -08:00
Awni Hannun
6189111494 fix test 2024-01-19 20:52:30 -08:00
Awni Hannun
4f50935c2c compile works with python closures 2024-01-19 20:52:30 -08:00
Awni Hannun
966b7faef4 fix segfault on python exit 2024-01-19 20:52:30 -08:00
Awni Hannun
0005cfe053 basic python tests 2024-01-19 20:52:30 -08:00
Awni Hannun
7a753335d7 clean 2024-01-19 20:52:30 -08:00
Awni Hannun
cd1e5b25cc compile binding 2024-01-19 20:52:30 -08:00
Awni Hannun
6bf779e72b
fix array from list for > 32 bit types (#501) 2024-01-19 15:49:25 -08:00
Juarez Bochi
ddf50113c5
GGUF: Load and save metadata (#446) 
* gguf metadata
---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2024-01-19 14:06:05 -08:00
Ethan
a749a91c75
Support disable metal buffer cache to prevent performance degradation caused by large memory caching (#390) 
* support disable metal buffer cache, due to large unused memory buffered when llm generated long context tokens

* Run format and add "cache_enabled" feature tests
 2024-01-18 08:33:34 -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
Jagrit Digani
78102a47ad
Update GEMM (#424) 
* Organize and collect metal subroutine templates and elements in `metal/kernels/steel/`
* Update gemm elements for better performance 
* Add split-K specialization for gemm
* Add `addmm` primitive, op and bindings for fused matmul and bias addition 
* Update tests and benchmarks as needed
 2024-01-17 12:42:39 -08:00
Yashraj Singh
e72458a3fa
implemented isposinf and isneginf in one PR (#470) 
* ran precommit

* updated docs
 2024-01-16 06:48:07 -08:00
Matthew Ernst
92a2fdd577
Adds isinf (#445) 
* 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
Diogo
2e29d0815b
Add tile op (#438) 2024-01-12 23:03:16 -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
Avikant Srivastava
975e265f74
feat: Add numpy constants (#428) 
* add numpy constants

* feat: add unittests

* add newaxis

* add test for newaxis transformation

* refactor
 2024-01-11 06:47:29 -08:00
Juarez Bochi
b7f905787e
GGUF support (#350) 
* Initial GGUF support for tensor fields.

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2024-01-10 13:22:48 -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
Awni Hannun
f099ebe535
Multi output primitives (#330) 
* Multi-output primitives

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
 2024-01-08 16:39:08 -08:00
Nripesh Niketan
73321b8097
feat: add logicalAnd and logicalOR (#386) 
* 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
Diogo
449b43762e
Add inner / outer op (#348) 
* inner / outer impl

* python tests

* ops list and ack

* updated descriptions

* use test helper

* removed dtype check and flatten outer to 1-D

* updated docs

* just use the reshape to flatten
 2024-01-07 09:01:09 -08:00
Angelos Katharopoulos
4c48f6460d
Fix segfault from buffer protocol and tests (#383) 
* 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
Daniel Strobusch
dfdb284e16
make behaviour of dtype arguments consistent and compliant to numpy (#379) 
All functions that take an optional dtype should

* have a default dtype visible in the generated docs (accomplished via `"dtype"_a = std::optional{float32}`)
* behave identical when `dtype=None` or no dtype is passed

This important when passing kw args down from a numpy function like:

```
def f(x, dtype=None):
  mx.random.uniform(dtype=dtype)
  # ...
```

NumPy functions behave like this.

It also fixes a minor bug in `tri`: #378

Closes #378
 2024-01-05 09:37:46 -08:00
mutexuan
d8f41a5c0f
support python mlx.array creation from list of mlx.array's (#325) 
* 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
Angelos Katharopoulos
e7f5059fe4
Support for quantized matmul with w and w^T (#349) 
* Add the metal qvm implementation
* Add qmm_n
* Add gradient wrt to input for quantized_matmul
 2024-01-03 14:22:36 -08:00
Diogo
0782a4573a
Add Tensordot op (#344) 2024-01-02 17:15:00 -08:00
Josh Soref
44c1ce5e6a
Spelling (#342) 
* spelling: accumulates

Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>

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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
Bahaa
ff2b58e299
Add support for repeat (#278) 
* add repeat function

* fix styling

* optimizing repeat

* fixed minor issues

* not sure why that folder is there xD

* fixed now for sure

* test repeat not repeat test

* Fixed

---------

Co-authored-by: Bahaa Eddin tabbakha <bahaa@Bahaas-MacBook-Pro.local>
 2023-12-27 13:11:38 -08:00
Angelos Katharopoulos
79c95b6919
Fix load compilation (#298) 2023-12-27 06:20:45 -08:00
Diogo
1f6ab6a556
Safetensor support (#215) 
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-27 02:06:55 -08:00
Gabrijel Boduljak
6b0d30bb85
linalg.norm (#187) 
* implemented vector_norm in cpp

added linalg to mlx

* implemented vector_norm python binding

* renamed vector_norm to norm, implemented norm without provided ord

* completed the implementation of the norm

* added tests

* removed unused import in linalg.cpp

* updated python bindings

* added some tests for python bindings

* handling inf, -inf as numpy does, more extensive tests of compatibility with numpy

* added better docs and examples

* refactored mlx.linalg.norm bindings

* reused existing util for implementation of linalg.norm

* more tests

* fixed a bug with no ord and axis provided

* removed unused imports

* some style and API consistency updates to linalg norm

* remove unused includes

* fix python tests

* fixed a bug with frobenius norm of a complex-valued matrix

* complex for vector too

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-26 19:42:04 -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
Vidit Agarwal
acf1721b98
Corrected the example of value_and_grad (#274) 
* Corrected the example for mx.value_and_grad

* Reformat through pre-commit/black
 2023-12-23 11:06:38 -08:00
Finn Voorhees
f91f450141
Fix argmax returns documentation (#263) 2023-12-22 20:33:17 -08:00
Angelos Katharopoulos
2c7df6795e
Make sure that arrays are freed when saving (#247) 2023-12-21 14:08:24 -08:00
Angelos Katharopoulos
b3916cbf2b
Improve names of quantization arguments (#235) 
* Change the default quantization group_size to 64
* Rename groups to group_size and width to bits
 2023-12-20 16:53:53 -08:00
Angelos Katharopoulos
57fe918cf8
Adds C++ and nn quantization utilities (#230) 
* Add C++ de-/quantize ops
* Add quantize functions to the docs and tests
* Add a QuantizedLinear module
 2023-12-20 14:17:38 -08:00
Awni Hannun
f40d17047d
Indexing bug (#233) 
* fix

* test
 2023-12-20 10:44:01 -08:00
Angelos Katharopoulos
2807c6aff0
Implements divide for integer types and adds floor_divide op (#228) 
* Add floor_divide
* Add floor_divide to the tests
* Add floor_divide to the docs
 2023-12-19 20:12:19 -08:00