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136 Commits 41 Branches 69 Tags 353 MiB
cf5a5a4a01
Commit Graph

91 Commits

Author SHA1 Message Date
m0saan
cf5a5a4a01 updated the batch norm doc string ^^ 2023-12-24 23:10:37 +01:00
__mo_san__
c68a472b83 Update python/mlx/nn/layers/normalization.py 
Co-authored-by: Robert McCraith <mccraithrobert@gmail.com>
 2023-12-24 23:10:37 +01:00
m0saan
019a85511c improve batch norm code ^^ 2023-12-24 23:10:37 +01:00
__mo_san__
b444a6a693 Update normalization.py 2023-12-24 23:10:37 +01:00
m0saan
a43b853194 refactored and updated batch norm tests ^^ 2023-12-24 23:10:37 +01:00
__mo_san__
8b08f440d9 Update __init__.py 2023-12-24 23:10:34 +01:00
m0saan
82ca771e69 updated BN implementation to be more generic ^^ 2023-12-24 23:10:10 +01:00
m0saan
7b0f8bda9c updated docs and added examples to doc string ^^ 2023-12-24 23:10:10 +01:00
m0saan
7ec3cadf98 added test cases for batch norm on 3D input & refactored code ^^ 2023-12-24 23:10:10 +01:00
__mo_san__
eca773b62c Update normalization.py 2023-12-24 23:10:10 +01:00
m0saan
a0b2a34e98 rebasing ... 2023-12-24 23:09:52 +01:00
m0saan
d4bf9a2976 calc running mean and var only when training 2023-12-24 23:08:45 +01:00
m0saan
c3c2fcf41d update batch norm implementation -> fixed some bug and added support for 3D inputs 2023-12-24 23:08:45 +01:00
m0saan
e9fd1cf02d update batch norm implementation 2023-12-24 23:08:45 +01:00
__mo_san__
ad53687ae7 Update normalization.py 2023-12-24 23:08:45 +01:00
m0saan
2b617b63bd implemented batchnorm layer 2023-12-24 23:08:45 +01:00
Zach Schillaci
22fee5a383
Remove redundant assert in losses.py (#281) 2023-12-24 08:39:08 -08:00
Daniel Strobusch
7365d142a3
random.uniform must respect dtype, even if lower precision than "low" (#280) 
Fix an edge case where random uniform returns a float32 array, even if a lower precision dtype is wanted due to adding the float32 "low" array.
 2023-12-24 07:04:43 -08:00
Vidit Agarwal
8c3da54c7d
Fix failing test for log cosh loss (#275) 
* fix assert statement in log_cosh_loss

* reformatted by pre-commit black
 2023-12-23 16:26:46 -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
Nicholas Santavas
d35fa1db41
Add Hinge, Huber and LogCosh losses (#199) 2023-12-22 10:28:10 -08:00
Justin Deschenaux
e8deca84e0
Add dropout2d (#250) 2023-12-22 08:02:29 -08:00
Angelos Katharopoulos
1d053e0d1d
Fix the alibi test that was left unchanged (#252) 2023-12-21 14:59:25 -08:00
Hazem Essam
0aa65c7a6b
Added ALiBi implementation (#232) 2023-12-21 14:36:38 -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
Justin Deschenaux
4912ff3ec2
Add Lion optimizer (#209) 
* Add Lion optimizer
* Update acknowledgements also with past contributions
 2023-12-20 13:54:58 -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
Diogo
137f55bf28
fail early if readinto does not exist (#221) 2023-12-19 13:27:17 -08:00
Emircan Erol
e549f84532
Triplet Loss (#211) 
* Triplet Loss

* Requested Changes

* Margin to alpha
 2023-12-19 12:37:12 -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
Juarez Bochi
f4f6e17d45
Fix cross-attention (#210) 
* Fix cross-attention

With the current code, ln2 is a no-op. Its output should be passed to the cross-attention layer

* Add name to contributors
 2023-12-18 12:27:27 -08:00
Angelos Katharopoulos
4d4af12c6f
Adds round op and primitive (#203) 2023-12-18 11:32:48 -08:00
jojopuppet
18cca64c81
Add smoothed L1 loss and enhancements to cross entropy loss (#166) 
* Add smooth_l1_loss
* Add labels moothing for cross entropy loss

---------

Co-authored-by: Awni Hannun <awni@apple.com>
 2023-12-18 07:26:21 -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
Awni Hannun
ee0c2835c5
Docs updates (#198) 
Reorganize NN docs + a few other tidbits.
 2023-12-17 13:20:55 -08:00
Awni Hannun
90d04072b7
fix build w/ flatten (#195) 2023-12-17 11:58:45 -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
YUN, Junwoo
eebd7c275d
Add optimizers (AdaMax, AdaDelta, RMSprop) and ordering optimizer classes (#142) 
* Add AdaMax, AdaDelta, RMSprop
 2023-12-16 21:43:15 -08:00
Awni Hannun
104c34f906
setite negative indexing bug (#189) 2023-12-16 06:44:47 -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
Awni Hannun
2e02acdc83
add base kwarg to rope (#186) 2023-12-15 16:47:59 -08:00
Víctor Aguilar
f24200db2c
accross -> across (#183) 2023-12-15 13:46:50 -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