Awni Hannun
1b97b2958b
Compile with capture ( #629 )
...
* Simple kernel generation
* Remove the generate kernel from graph_utils
* fix multi-output with compile
* fuse with stopgrad
* v1 input, output capture in compile
* cleanup tree update with visitor update
* nit
* remove todo
* state for model, optional explicit init and more pure optimizer steps
* move learning rate to state
* add lr to opt state, some fixes in capture
* fix optim
* update tuple of containers as well
* fix stream for compiled output
* rng state for compile
* nit
* updates and comments
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-07 17:29:22 -08:00
Angelos Katharopoulos
28eac18571
Kernel generation ( #614 )
...
Generate reusable element-wise kernels given a computation graph.
2024-02-07 13:15:59 -08:00
Noah Farr
5fd11c347d
Add loc and scale to random.normal ( #638 )
...
* Add loc and scale to random.normal
* Add tests for loc and scale for random.normal
* Run pre-commit hooks
* Fix code review
2024-02-07 11:49:59 -08:00
Awni Hannun
146bd69470
Skip compile when transforming ( #635 )
...
* skip compile when transforming
* simplify message
2024-02-05 21:28:37 -08:00
Jagrit Digani
316ff490b3
Remove masks from BlockLoader and clear out load case for invalid thread ( #634 )
2024-02-05 16:00:17 -08:00
Awni Hannun
d40a04f8dc
minor fixes ( #631 )
...
* minor fixes
* var with ddof >= nelements
2024-02-05 13:27:49 -08:00
Awni Hannun
d75ae52ecd
Compile primitive ( #571 )
...
* Compiled primitive with basic binary, unary graph-level fusion
2024-02-05 06:51:22 -08:00
Avikant Srivastava
31fea3758e
feat: enhancement of the error message for mlx.core.mean ( #608 )
...
* add error message
2024-02-05 01:21:49 -08:00
Awni Hannun
e319383ef9
Faster gather ( #626 )
...
* faster gather
* update copyright
2024-02-04 17:25:44 -08:00
David Koski
ebfd3618b0
fixes for building and running on iOS ( #619 )
...
* fixes for building and running on iOS
* per suggestion just use Accelerate
2024-02-04 12:29:17 -08:00
Avikant Srivastava
11a9fd40f0
fix: handle linspace function when num is 1 ( #602 )
...
* fix: handle linspace function when num is 1
* add comment
* fix test case
* remove breakpoint
2024-02-04 11:03:49 -08:00
Awni Hannun
95b5fb8245
minor changes ( #613 )
2024-02-02 11:48:35 -08:00
Awni Hannun
cb6156d35d
Fix eval in trace bugs ( #612 )
...
* Fix eval in trace bugs
* comment nit
2024-02-02 09:57:12 -08:00
Piotr Rybiec
506d43035c
typo fix ( #607 )
2024-02-01 17:39:55 -08:00
Awni Hannun
e88e474fd1
Reduce vmap + some fixes ( #601 )
2024-02-01 11:30:28 -08:00
Vijay Krish
fcc5ac1c64
Add GPU support for uint64/int64 reductions ( #569 )
2024-01-31 11:18:04 -08:00
Angelos Katharopoulos
199aebcf77
Change the variance computation ( #319 )
2024-01-30 19:28:56 -08:00
Angelos Katharopoulos
0de5988f92
Custom VJP and checkpointing ( #541 )
...
* Implement custom_vjp and checkpointing
* Add a dependency management primitive
* Change the eval order to deep branches first
* Add graph depth tracking to the array
2024-01-30 16:04:45 -08:00
Jagrit Digani
375446453e
Update Compute Pipeline Creation API ( #581 )
...
* Add option to specialize metal functions on function constants
* Update Compute Pipeline Creation API
* Add options to make libraries from source and stitching
* Update function specialization name options
2024-01-30 15:42:36 -08:00
Angelos Katharopoulos
1895d34c20
Fix log1p with inf inputs ( #592 )
2024-01-30 14:02:50 -08:00
Jacket
3f7aba8498
Implement diagonal operator ( #562 )
...
* Implement diagonal operator
This implements mx.diagonal in operator level, inspired by
@ManishAradwad.
* added `mx.diag` with tests
* corrected few things
* nits in bindings
* updates to diag
---------
Co-authored-by: ManishAradwad <manisharadwad@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-30 09:45:48 -08:00
Angelos Katharopoulos
65d0b8df9f
Fix binary op dispatch ( #584 )
2024-01-29 19:36:17 -08:00
Awni Hannun
3c2f192345
Propagate nans in binary ops ( #579 )
...
* propagate nans in binary ops
* handle empty matmul
* cpu minimum/maximum propagate nan
* benchmark maximum
* add min as well
* throw on negative indices with full
* verbose on linux
* fix matmul for zero K
2024-01-29 11:19:38 -08:00
Awni Hannun
8993382aaa
Buffer Donation ( #519 )
...
* buffer donation
* fix to move shared pointer
* format
* gpu in place for copy and binary
* revert ops test
* cpu in place
* a little cleanup
* remove useless bench
2024-01-26 16:30:33 -08:00
Awni Hannun
07f35c9d8a
Fix a few issues: docs for flatten, erf, dequantize validation ( #560 )
...
* doc flatten
* erf doc
* check values for dequantize
* format
2024-01-26 15:16:46 -08:00
Jagrit Digani
bf17ab5002
Add more checks and clearer error messages to conv operations ( #563 )
...
* Add more checks and clearer error messages to conv operations
2024-01-26 15:13:26 -08:00
Awni Hannun
8fa6b322b9
Compile front-end ( #476 )
...
* fix tests for linux
* make a move on compile
* basic compile scaffold works
* compile binding
* clean
* fix
* fix grad, more tests
* basic python tests
* fix segfault on python exit
* compile works with python closures
* fix test
* fix python globals bug, and erase
* simplify
* more cpp tests
* bug fix with move function and compile at exit
* simplify inputs also
* enable and disable compiler
* remove simplify
* simplify tests use compile now
* fix multi-output with compile
* clear output tree from cache when function goes out of scope
* ../python/src/transforms.cpp
* remove closure capture
* comments
2024-01-26 13:45:30 -08:00
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
Juarez Bochi
4fe2fa2a64
GGUF: Avoid dequantization when format is compatible ( #426 )
...
* GGUF: Don't dequantize q4_1
* Fix weight order. First in low bits
* Add unpacking for q4_0
* Don't dequantize q8_0
* rebase quants and split file
* don't quantize every weight
* reapply patch
* error handling
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-01-23 15:43:57 -08:00
Jagrit Digani
6d3bee3364
Fix oob reads in gemv kernel ( #523 )
2024-01-22 12:06:04 -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
b207c2c86b
Power VJP fix for 0 ( #505 )
2024-01-20 01:17:40 -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
Awni Hannun
c4ec836523
fix isinf for integer types ( #494 )
2024-01-19 05:31:10 -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 )
...
* 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
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
Angelos Katharopoulos
135fd796d2
Fix detach for multi-output primitives ( #480 )
2024-01-17 14:08:07 -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
Diogo
556cdf0e06
Resolves build issues with the extension example ( #419 )
...
* 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 )
...
* command buffer reports errors
* typo
* simplify
2024-01-17 11:53:30 -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
Avikant Srivastava
4e290d282f
feat: add time based seed to random.h ( #457 )
...
* 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 )
...
* ran precommit
* updated docs
2024-01-16 06:48:07 -08:00
Awni Hannun
a2ffea683a
Fix eye for larger matrices ( #463 )
...
* 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 )
...
* 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
4bc446be08
Use a dummy primitive to only sync with one output ( #453 )
...
* 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
Ayush Shridhar
1416e7b664
Add isnan ( #423 )
2024-01-12 11:16:48 -08:00
Angelos Katharopoulos
006d01ba42
Fix packaging of gguflib ( #435 )
2024-01-11 13:56:03 -08:00
Awni Hannun
c9934fe8a4
Metal validation ( #432 )
...
* tests clear metal validation
* add cpp test with metal validation to circleci
* nit
2024-01-11 11:57:24 -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
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
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
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
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
Awni Hannun
c6d2878c1a
safely divide for 0 size inputs ( #388 )
2024-01-07 00:19:54 -08:00
Awni Hannun
b34bf5d52b
fix saving for non-contiguous arrays ( #389 )
2024-01-06 12:44:02 -08:00
Angelos Katharopoulos
608bd43604
Move the matmul type check in the op ( #384 )
2024-01-05 19:10:13 -08:00
mutexuan
d8f41a5c0f
support python mlx.array creation from list of mlx.array's ( #325 )
...
* support python mlx.array creation from list of mlx.array's
* include bfloat16 in UT
* refactor so that sub array made of all python primitive types gets initialized by fill_vector
* address PR comment: arr.shape().size() -> arr.ndim()
* address PR comment: get back Dtype constness and let stack to handle type promotions automatically
2024-01-04 18:53:33 -08:00
Awni Hannun
b9e415d19c
bump pre commit and fix format ( #373 )
2024-01-04 16:28:52 -08:00
davidkoski
c82a8cc526
move all ObjC (via metal-cpp) interaction until post static initializers ( #370 )
...
* move all ObjC (via metal-cpp) interaction until post static initializers
- metal-cpp relies on static initializers to cache class and selector pointers
- code in mlx was using metal-cpp to set up NSAutoreleasePools during its own static init time
- but this code was silently failing as the class and selector pointers from metal-cpp were still nil
- defer the creation of NSAutoreleasePools until after static init time
- ensure that we have coverage where autorelease pools are needed
* Update device.cpp
remove commented code
* Update device.cpp
remove commented out code
* Update scheduler.h
update comment
* per discussion use the pool inside the task() -- this will be metal only, not needed for cpu
* Update allocator.cpp
move pool to release/alloc area
2024-01-04 16:12:00 -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
Awni Hannun
99c80a2c8b
Memory allocation ( #292 )
...
* try alternative gc
* try no cache
* add forced swap
* remove cache for now
* add cache back
* change fit crtieria
* remove unused function
* nit in comment
* tune / fix allocation
* increase block limit to original
2024-01-02 11:59:19 -08:00
Josh Soref
44c1ce5e6a
Spelling ( #342 )
...
* spelling: accumulates
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: across
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: additional
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: against
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: among
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: array
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: at least
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: available
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: axes
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: basically
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: bfloat
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: bounds
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: broadcast
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: buffer
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: class
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: coefficients
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: collision
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: combinations
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: committing
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: computation
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: consider
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: constructing
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: conversions
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: correctly
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: corresponding
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: declaration
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: default
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: dependency
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: destination
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: destructor
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: dimensions
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: divided
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: element-wise
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: elements
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: endianness
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: equivalent
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: explicitly
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: github
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: indices
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: irregularly
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: memory
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: metallib
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: negative
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: notable
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: optional
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: otherwise
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: overridden
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: partially
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: partition
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: perform
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: perturbations
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: positively
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: primitive
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: repeat
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: repeats
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: respect
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: respectively
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: result
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: rounding
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: separate
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: skipping
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: structure
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: the
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: transpose
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: unnecessary
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: unneeded
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
* spelling: unsupported
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
---------
Signed-off-by: Josh Soref <2119212+jsoref@users.noreply.github.com>
2024-01-01 21:08:17 -08:00
Angelos Katharopoulos
a020a2d49d
Improve repeat using broadcasting and reshape ( #318 )
2023-12-29 21:40:20 -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
Gabrijel Boduljak
6b0d30bb85
linalg.norm ( #187 )
...
* implemented vector_norm in cpp
added linalg to mlx
* implemented vector_norm python binding
* renamed vector_norm to norm, implemented norm without provided ord
* completed the implementation of the norm
* added tests
* removed unused import in linalg.cpp
* updated python bindings
* added some tests for python bindings
* handling inf, -inf as numpy does, more extensive tests of compatibility with numpy
* added better docs and examples
* refactored mlx.linalg.norm bindings
* reused existing util for implementation of linalg.norm
* more tests
* fixed a bug with no ord and axis provided
* removed unused imports
* some style and API consistency updates to linalg norm
* remove unused includes
* fix python tests
* fixed a bug with frobenius norm of a complex-valued matrix
* complex for vector too
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2023-12-26 19:42:04 -08:00
Angelos Katharopoulos
9e6b8c9f48
Refactor the reduction kernels ( #277 )
2023-12-24 14:47:57 -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
Awni Hannun
8b227fa9af
fix no metal build ( #276 )
2023-12-23 19:18:10 -08:00
Ronan Collobert
cd3616a463
Revisit autorelease memory pools ( #260 )
...
* make general autorelease pool part of metal device
* make things simpler
* no metal backend support
* new_memory_pool -> new_scoped_memory_pool
2023-12-22 11:01:26 -08:00
Awni Hannun
2118c3dbfa
fix ( #255 )
2023-12-21 18:18:41 -08:00
Awni Hannun
a002797d52
A temporary fix ( #254 )
2023-12-21 17:59:15 -08:00
Daniel Strobusch
794feb83df
support arange for bfloat16 ( #245 )
2023-12-21 14:33:43 -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
davidkoski
de892cb66c
fix for non-macos build issue on cblas.h ( #227 )
2023-12-19 17:01:59 -08:00
davidkoski
37024d899c
fixes for building with swiftpm ( #225 )
...
- clbas is part of veclib (compile failure)
- add SWIFTPM_BUNDLE #define to allow loading the metallib from a swiftpm resource bundle
2023-12-19 16:22:10 -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
Awni Hannun
0e5807bbcb
include optional ( #202 )
2023-12-17 22:01:35 -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
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
Ronan Collobert
83f266c44c
Lazy metal_device_ initialization ( #185 )
...
This ensures it is defined when the Scheduler needs it.
2023-12-15 16:06:46 -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
Ikko Eltociear Ashimine
c3272d4917
Update conv.cpp ( #145 )
...
Peform -> Perform
2023-12-12 11:27:49 -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
71d1fff90a
Bug fix in metal binary kernel dispatch for large arrays ( #125 )
...
* bug fix
* format
2023-12-10 16:12:31 -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
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
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
Awni Hannun
4e3bdb560c
random generation fix ( #80 )
...
Random generation fix
2023-12-08 10:40:57 -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
Awni Hannun
db487e6b1a
format
2023-11-30 11:50:50 -08:00
Awni Hannun
46a39e5b1f
copyright + ack
2023-11-30 11:12:53 -08:00
Awni Hannun
c1b6bf3f33
missing file
2023-11-29 12:38:32 -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
