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sockets-distributed
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350 Commits

Author SHA1 Message Date
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
Nicholas Santavas
d35fa1db41
Add Hinge, Huber and LogCosh losses (#199) 2023-12-22 10:28:10 -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
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
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
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
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
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
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
25f70d4ca4
Fix divide types + floor divide (//) (#138) 
* divide types

* fix black + test
 2023-12-11 20:20:58 -08:00
Diogo
02de234ef0
Activations LeakyReLU / PReLU / Softplus / Mish (#109) 
* Leaky_relu / prelu / softplus / mish

* added tests

* updated bench

* remove torch refs, add init to PReLU

* added arvix reference to mish

* added missing docs
 2023-12-11 19:40:57 -08:00
Nicholas Santavas
f5df47ec6e
Add Step, ELU, SELU, Swish activation functions (#117) 
* Add Step, ELU, SELU, Swish activation functions

This commit adds the Step, ELU, SELU and Swish activations functions

* add to the docs

* review
 2023-12-11 17:04:07 -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
__mo_san__
072044e28f
fix and update binary cross entropy loss tests (#133) 
* fix conflicts

* updated tests
 2023-12-11 12:42:17 -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
Awni Hannun
69505b4e9b
fixes (#131) 2023-12-11 09:26:49 -08:00
__mo_san__
f4ddd7dc44
Add Binary Cross Entropy loss (#122) 
* update BCE added tests for it ...

* added binary cross entropy loss to docs

* resolving conflicts for merge
 2023-12-11 07:55:18 -08:00
Jason
b0cd092b7f
Added activation functions: leaky_relu relu6 softplus elu celu logsigmoid (#108) 
* added leaky_relu relu6 softplus elu celu logsigmoid
* minor fixes for docstring and benchmark imports
* fixed elu implementation and added tests
* added tests for optional param, changed leaky_relu param to fit pytorch documentation
 2023-12-10 16:31:38 -08:00
Awni Hannun
71d1fff90a
Bug fix in metal binary kernel dispatch for large arrays (#125) 
* bug fix

* format
 2023-12-10 16:12:31 -08:00
Awni Hannun
2d0130f80f
fix loss tests (#118) 
* fix loss tests

* use none as default
 2023-12-10 10:08:19 -08:00
Angelos Katharopoulos
600db7d754
Fix build on Xcode 14 (#116) 
* Fix build on Xcode 14

* Style fixes
 2023-12-10 06:58:52 -08:00
Enoch Kan
0b28399638
added mse_loss, nll_loss and kl_div_loss (#98) 
* added mse_loss, nll_loss and kl_div_loss

* fixed axis not defined error in nll_loss

* fixed axis not defined in kl_div_loss

* added tests for mse, nll and kl_div

* modified docstrings and added reduce helper func

* updated docstring in kl_div_loss and moved helper func

* added new kl divergence implementation

* added reduction to test

* updated docstring of kl_div_loss with correct spelling

* added losses to nn.rst in docs
 2023-12-09 14:25:03 -08:00
Awni Hannun
89b90dcfec
Pr template (#99) 
* pr template
* format fix
 2023-12-09 09:36:56 -08:00
Angelos Katharopoulos
fd836d891b
Hashable dtype and mlx.core prefixed repr (#89) 
* Make dtype hashable
* Add mlx.core prefix to our dtypes' repr
* Update the dtype test
 2023-12-09 09:35:28 -08:00
ShiJZ
08d51bf232
Make it easier to test new optimizers implemented: no need to change test file manually (#90) 
* add helper function get_all_optimizers() in test_optimizers.py

* remove unused import
 2023-12-08 21:39:08 -08:00
Kai Ma
cb9e585b8e
Style fix for loss functions (#91) 
* MLE and L1 loss functions

* logsoftmax change and tests

* subtract max logit for numerical stability

* l1 name change

* cross entropy reduction + unit tests

* docstrings

* l1 test name change

* old loss impl + default none

* style
 2023-12-08 21:11:56 -08:00
Kai Ma
641d316484
MLE and L1 loss functions (#88) 
* MLE and L1 loss functions

* logsoftmax change and tests

* subtract max logit for numerical stability

* l1 name change

* cross entropy reduction + unit tests

* docstrings

* l1 test name change

* old loss impl + default none
 2023-12-08 20:21:37 -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
Zach Schillaci
5b9be57ac3
Add isort pre-commit and run (#68) 2023-12-08 11:31:47 -08:00
Angelos Katharopoulos
209404239b
Fix the accelerate dispatch for the power op (#70) 
- The exponent and base were swapped because accelerate is using
  exponent-base instead of base-exponent
- Fix also the test for binary ops as it was testing op(x, x) which
  couldn't catch ordering errors like that
 2023-12-08 10:58:03 -08:00
Jagrit Digani
d518b3b6a5
Fix gemv broadcasting bug (#6) 
* Fix broadcasting bug in gemv
* Add relevant tests in test_blas.py
 2023-12-05 14:15:43 -08:00
Angelos Katharopoulos
7546fdb100
Add CircleCI configuration (#4) 
* Add CircleCI configuration
 2023-12-04 16:04:11 -08:00
Awni Hannun
46a39e5b1f copyright + ack 2023-11-30 11:12:53 -08:00
Jagrit Digani
e6306cfee9 jagrit's commit files 2023-11-29 10:52:08 -08:00
Angelos Katharopoulos
d1f86272a2 angelos's commit files 2023-11-29 10:42:59 -08:00
Awni Hannun
8ca7f9e8e9 awni's commit files 2023-11-29 10:30:41 -08:00