taher
077c1ee64a
QR factorization ( #310 )
...
* add qr factorization
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-26 09:27:31 -08:00
Rifur13
2463496471
[Fix] mx.allclose bug with infinite values ( #539 )
...
* Added isclose op and fixed comparison with inf values
* Added 'equal_nan' to match numpy
* format
* Add test
* Update python/src/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Update python/src/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* Addressed CR comments
* Update python/src/ops.cpp
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* nits
---------
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-25 20:47:06 -08:00
Awni Hannun
f27ec5e097
More helpful error message in vjp transform + concate bug ( #543 )
...
* more helpful message in vjp transform
* fix concatenate on mismatch dims
* typo
* typo
2024-01-24 09:58:33 -08:00
Awni Hannun
f30e63353a
Minor updates to address a few issues ( #537 )
...
* docs on arg indices return type
* arange with nan
* undo isort
2024-01-23 22:24:41 -08:00
Hazem Essam
37fc9db82c
Added Adafactor ( #415 )
...
* Added adafactor
* Added Adafactor and ran pre-commit
* modified operations
* Added docstrings
* Switched two ops to fix a bug
* added underscore for internal functions and removed the plus sign in the last return statment
* Removed parameter rms from the optimizer state because its not needed
* Added simple MNIST test for Adafactor and temporary training log
* remove test files
* nits in docs
* comment nit
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-23 15:11:27 -08:00
AtomicVar
755dcf6137
Enable cross_entropy loss to handle dense targets ( #517 )
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* Enable cross_entropy loss to handle dense targets
Dense targets means probabilities or one-hot encodings.
* better shape check of weights
* nits in docstring
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-23 12:17:22 -08:00
LeonEricsson
6b4b30e3fc
Common neural network initializers nn.initializers ( #456 )
...
* initial commit: constant, normal, uniform
* identity, glorot and he initializers
* docstrings
* rm file
* nits
* nits
* nits
* testing suite
* docs
* nits in docs
* more docs
* remove unused template
* rename packakge to nn.innit
* docs, receptive field
* more docs
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-23 06:47:20 -08:00
Awni Hannun
98c37d3a22
use axes in tensordot ( #525 )
2024-01-22 21:17:00 -08:00
Awni Hannun
7a34e46677
Quantize with groups of 32 ( #511 )
...
* allow quantize with group sizes of 32
* missing cpu dispatch
* remove print
* Fix qvm for group_size 32
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-01-21 06:19:05 -08:00
Awni Hannun
d52383367a
format ( #510 )
2024-01-20 10:33:46 -08:00
Arda Orçun
363d3add6d
Add ValuError message for Adamax ( #508 )
...
* ValuError message added
* beta errors added
* some corrections and testing
* Learning rate limitation deleted
2024-01-20 07:56:15 -08:00
Awni Hannun
b207c2c86b
Power VJP fix for 0 ( #505 )
2024-01-20 01:17:40 -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
Anchen
f6feb61f92
feat: add support for saving safetensors in the save_weights ( #497 )
...
* feat: add save safetensors support in module save_weights
* chore: checking missing changes
* Update python/mlx/nn/layers/base.py
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
* chore: update docstring for load_weights
---------
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
2024-01-19 06:19:33 -08:00
Awni Hannun
c4ec836523
fix isinf for integer types ( #494 )
2024-01-19 05:31:10 -08:00
AtomicVar
550d4bf7c0
Update binary_cross_entropy function to handle both logits and probabilities ( #492 )
2024-01-18 19:22:23 -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
AtomicVar
d1fef34138
Add Gaussian NLL loss function ( #477 )
...
* Add Gaussian NLL loss function
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-18 06:44:44 -08:00
Angelos Katharopoulos
9c111f176d
Fix split optimization for array iterator ( #484 )
2024-01-18 05:50:25 -08:00
Angelos Katharopoulos
90c234b7ac
Fix round to round half-cases to even ( #482 )
2024-01-17 15:27:23 -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
Awni Hannun
a2bf7693dd
Primitive's VJP takes outputs as input ( #475 )
...
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-01-16 19:03:53 -08:00
Angelos Katharopoulos
d8fabaa12b
Split multi output ( #461 )
...
* Multi-output split primitive
* Add the multi-output split to the ArrayIterator
* Add some grad tests for split
2024-01-16 13:33:55 -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
Angelos Katharopoulos
c15fe3e61b
Allow arbitrary first dimension in quantization kernels. ( #458 )
...
* Allow arbitrary first dim on qmm_t and qmv
* Allow arbitrary first dim on qmm and qvm
* Specialized aligned vs unaligned case
* Add more checks for valid quantizations
2024-01-16 00:46:21 -08:00
Tristan Bilot
f44c132f4a
Add scatter_min VJP ( #462 )
2024-01-16 00:37:40 -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
Tristan Bilot
6022d4129e
scatter_max vjp + bindings + tests ( #431 )
...
Co-authored-by: DjamelMesbah <djamel.mesbah@adservio.fr>
2024-01-14 14:12:15 -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
Awni Hannun
1b71487e1f
docs ( #444 )
2024-01-12 13:34:16 -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
Awni Hannun
3b4f066dac
Correct types for vjp + tests ( #418 )
...
* correct types for vjp + tests
* fix build + comment
2024-01-10 13:32:37 -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
Chunyang Wen
e3e933c6bc
Add type hint for Module ( #412 )
2024-01-10 11:23:42 -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
e9ca65c939
Fix BN stats to not expand shape ( #409 )
...
* fix BN stats to not expand shape
* nit
2024-01-09 11:54:51 -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
YUN, Junwoo
0b8aeddac6
Additoinal losses ( #336 )
...
* cosine similarity loss
---------
Co-authored-by: Awni Hannun <awni@apple.com>
* Docstring nits
2024-01-08 14:01:13 -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
Hazem Essam
022a944367
Added GLU activation function and Gated activation function ( #329 )
...
* Added GLU activation function and gated activation function
* Ran pre-commit
* Ran pre commit
* Removed old sigmoid implementation to match with main
* Removed gated activation from __init__.py
* Removed unused test cases
* Removed unused imports
* format / docstring
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-08 06:13:16 -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
6ea6b4258d
Fix style check ( #395 )
2024-01-07 05:54:58 -08:00
Anchen
48f6ca8c3a
Add theta cache for Rope and mask cache for ALiBi ( #375 )
2024-01-07 00:22:58 -08:00
