Awni Hannun
f6e911ced0
version bump ( #490 )
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* version bump
* Fix the dev version string
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-01-18 12:00:24 -08:00
Awni Hannun
3d99a8d31d
Fix format / build ( #489 )
2024-01-18 10:01:59 -08:00
Ethan
a749a91c75
Support disable metal buffer cache to prevent performance degradation caused by large memory caching ( #390 )
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* 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 )
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* 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 )
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* 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
Awni Hannun
78e5f2d17d
usage doc for function transformations ( #481 )
2024-01-17 17:10:53 -08:00
Angelos Katharopoulos
90c234b7ac
Fix round to round half-cases to even ( #482 )
2024-01-17 15:27:23 -08:00
Angelos Katharopoulos
135fd796d2
Fix detach for multi-output primitives ( #480 )
2024-01-17 14:08:07 -08:00
Jagrit Digani
78102a47ad
Update GEMM ( #424 )
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* 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
Diogo
556cdf0e06
Resolves build issues with the extension example ( #419 )
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* resolved extension build issues and added test to ci
* missing gguflib
* rebased
* force mlx install from fix branch
* linux build issue
* point to git install and comment out ci tests
2024-01-17 12:07:05 -08:00
Awni Hannun
275db7221a
Command buffer reports errors ( #479 )
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* command buffer reports errors
* typo
* simplify
2024-01-17 11:53:30 -08:00
AtomicVar
4a9012cba0
Sort some APIs docs by names (a-z) ( #472 )
2024-01-16 19:37:50 -08:00
Awni Hannun
a2bf7693dd
Primitive's VJP takes outputs as input ( #475 )
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Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-01-16 19:03:53 -08:00
Angelos Katharopoulos
d8fabaa12b
Split multi output ( #461 )
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* 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
Avikant Srivastava
4e290d282f
feat: add time based seed to random.h ( #457 )
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* random seed from time
* fix: chrono
* refactor: snake case
2024-01-16 07:32:28 -08:00
Yashraj Singh
e72458a3fa
implemented isposinf and isneginf in one PR ( #470 )
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* ran precommit
* updated docs
2024-01-16 06:48:07 -08:00
Awni Hannun
a2ffea683a
Fix eye for larger matrices ( #463 )
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* fix eye
* fix scatter for <32bit (non native atomic) types
* fix int overflow
2024-01-16 00:51:24 -08:00
Angelos Katharopoulos
c15fe3e61b
Allow arbitrary first dimension in quantization kernels. ( #458 )
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* 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 )
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* 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 )
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Co-authored-by: DjamelMesbah <djamel.mesbah@adservio.fr>
2024-01-14 14:12:15 -08:00
Awni Hannun
4bc446be08
Use a dummy primitive to only sync with one output ( #453 )
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* Use a dummy primitive to only sync with one output
* Fix test and choose stream with slight care
2024-01-14 14:09:40 -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
Awni Hannun
6e81c3e164
Sync only with outputs we need to sync with ( #447 )
2024-01-13 01:47:25 -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
Angelos Katharopoulos
006d01ba42
Fix packaging of gguflib ( #435 )
2024-01-11 13:56:03 -08:00
Awni Hannun
46dc24d835
version bump ( #433 )
2024-01-11 12:29:35 -08:00
Awni Hannun
c9934fe8a4
Metal validation ( #432 )
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* tests clear metal validation
* add cpp test with metal validation to circleci
* nit
2024-01-11 11:57:24 -08:00
Avikant Srivastava
975e265f74
feat: Add numpy constants ( #428 )
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* add numpy constants
* feat: add unittests
* add newaxis
* add test for newaxis transformation
* refactor
2024-01-11 06:47:29 -08:00
Awni Hannun
c92a134b0d
more docs ( #421 )
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* more docs
* fix link
* nits + comments
2024-01-10 14:04:12 -08:00
Awni Hannun
3b4f066dac
Correct types for vjp + tests ( #418 )
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* correct types for vjp + tests
* fix build + comment
2024-01-10 13:32:37 -08:00
Juarez Bochi
b7f905787e
GGUF support ( #350 )
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* 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 )
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* 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 )
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* fix BN stats to not expand shape
* nit
2024-01-09 11:54:51 -08:00
Dwayne Robinson
753867123d
Fix data_types.rst uint64 ( #406 )
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uint64 correctly says 8 bytes, but the description is copy pasta.
2024-01-09 06:40:10 -08:00
Awni Hannun
f099ebe535
Multi output primitives ( #330 )
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* Multi-output primitives
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-01-08 16:39:08 -08:00
BigsnarfDude
f45f70f133
Update mlx-example link for llms llama in llama-inference.rst ( #405 )
2024-01-08 16:29:53 -08:00
YUN, Junwoo
0b8aeddac6
Additoinal losses ( #336 )
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* cosine similarity loss
---------
Co-authored-by: Awni Hannun <awni@apple.com>
* Docstring nits
2024-01-08 14:01:13 -08:00
Jagrit Digani
432ee5650b
Update cpp tests with allclose and doctest::Approx for numerical tolerance ( #401 )
2024-01-08 09:35:05 -08:00
Nripesh Niketan
73321b8097
feat: add logicalAnd and logicalOR ( #386 )
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* 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 )
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* 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
Chris Costes
026ef9aae4
Update Install Instructions ( #397 )
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* Add note to install instructions for building from source to ensure native arm64 environment and tools.
* Add troubleshooting info.
* remove cmake bits
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-07 19:11:04 -08:00
Angelos Katharopoulos
a611b0bc82
Removes the retain_graph flag ( #385 )
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* 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 )
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* 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
