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449b43762e
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27 Commits

Author SHA1 Message Date
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
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
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) 
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---------

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 2024-01-01 21:08:17 -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
Diogo
1f6ab6a556
Safetensor support (#215) 
Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-27 02:06:55 -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
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
Angelos Katharopoulos
dfa9f4bc58
An initial quantized matmul implementation (#205) 
* Add quantized matvec
* Add quantized matrix matrix with 2nd matrix transposed
* Add quantized matmul tests
* Add a slow cpu quantized matmul
* Add a slightly faster vectorized cpu version
 2023-12-18 23:18:57 -08:00
Abe Leininger
e6872a4149
Added linspace (#181) 
* linspace ops support

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-18 19:57:55 -08:00
Angelos Katharopoulos
4d4af12c6f
Adds round op and primitive (#203) 2023-12-18 11:32:48 -08:00
Cyril Zakka, MD
8eb56beb3a
Added clip function (#159) 
* Added clip

* Added Python bindings

* Formatting

* Added cpp tests

* Added Python tests

* python bindings work

* rebase

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-17 20:00:29 -08:00
__mo_san__
52e1589a52
implemented Flatten Module (#149) 
* implemented flatten op

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-16 21:54:37 -08:00
Diogo
dc2edc762c
added tri / tril / triu (#170) 
* added tri / tril / triu

* fixed tests

* ctest tests

* tri overload and simplified tests

* changes from comment

* more tests for m

* ensure assert if not 2-D

* remove broadcast_to

* minor tweaks

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-15 17:30:34 -08:00
Jason
e28b57e371
Added mx.stack c++ frontend impl (#123) 
* stack C++ operation + python bindings
 2023-12-14 13:21:19 -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
Luca Arnaboldi
b93c4cf378
Floor and Ceil (#150) 
* Implements Floor and Ceil Ops
 2023-12-14 10:00:23 -08:00
Awni Hannun
b9226c367c
Fix CI format + build issue (#137) 
* fix ci

* Fix python bindings build

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
 2023-12-11 15:01:41 -08:00
Angelos Katharopoulos
3214629601
Mlx array accessor (#128) 
* Add an accessor to interoperate with custom types
* Change the docs to custom signatures
 2023-12-11 13:42:55 -08:00
Cyril Zakka, MD
e080290ba4
Added eye/identity ops (#119) 
`eye` and `identity` C++ and Python ops
 2023-12-11 12:38:17 -08:00
Angelos Katharopoulos
2b714714e1
Add the remainder op (#85) 
* Add remainder in the C++ backend
* Add the python binding and test
 2023-12-08 15:08:52 -08:00
Awni Hannun
46a39e5b1f copyright + ack 2023-11-30 11:12:53 -08:00
Awni Hannun
8ca7f9e8e9 awni's commit files 2023-11-29 10:30:41 -08:00