Commit Graph

251 Commits

Author SHA1 Message Date
Angelos Katharopoulos
5d68082881
Ring docs (#1829) 2025-02-28 11:34:21 -08:00
Alex Barron
5cd97f7ffe
Bitwise Inverse (#1862)
* add bitwise inverse

* add vmap + fix nojit

* inverse -> invert

* add to compile + remove unused
2025-02-13 08:44:14 -08:00
Abe Leininger
a5ededf1c3
CPU LU factorization and linear solvers (#1451)
* linalg solve backend

* nits

* more nits + fix

* luf primitive and lu, solve, and solve_triangular backends

* changes / nits

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2025-02-10 12:32:24 -08:00
Awni Hannun
1c0c118f7c
Fp64 on the CPU (#1843)
* add fp64 data type

* clean build

* update docs

* fix bug
2025-02-07 15:52:22 -08:00
Awni Hannun
7064fed1b1
Minor update on MPI docs (#1805) 2025-01-28 11:00:08 -08:00
Awni Hannun
516ded618b
Dynamic slicing (#1741)
* dynamic slice and slice update

* python bindings + tests + fix set item

* fix compile issue

* comment

* fix jit
2025-01-07 14:02:16 -08:00
Awni Hannun
b51d70a83c
export docs (#1747) 2025-01-03 15:04:17 -08:00
Awni Hannun
c9d30aa6ac
MLX in C++ example (#1736)
* MLX in C++ example

* nits

* fix docs
2025-01-02 19:09:04 -08:00
Awni Hannun
ae69cb15e9
shapeless compile in docs and partially shapeless reshape (#1742) 2025-01-02 16:24:42 -08:00
Danilo Peixoto
92ec632ad5
Fix Distributed Communication documentation (#1731)
* Add missing `size()` method call for group
2025-01-02 14:08:38 -08:00
Awni Hannun
4ba0c24a8f
Export / import functions to / from a file (#1642)
* export and import functions

* refactor + works for few primitives

* nit

* allow primitives with state

* nit

* nit

* simplify serialize / deserialize

* fix for constants

* python bindings

* maybe fix serialize failure case

* add example

* more primitives, training kind of works

* same result for python and c++

* some fixes

* fix export

* template it up

* some simplificatoin

* rebase

* allow kwargs and multiple functions

* exporter

* more primitives for exporting

* deal with endianness

* handle invalid stream

* add docstring
2024-12-24 11:19:13 -08:00
Awni Hannun
c3628eea49
Add mx.finfo and use it when making causal mask (#1726)
* finfo

* fixes

* docs
2024-12-19 14:52:41 -08:00
Cheng
f9640e049d
Install mlx.dll into the same dir with python bindings on Windows (#1690)
* Install mlx.dll into the same dir with python bindings on Windows

* Set BUILD_SHARED_LIBS for dlfcn-win32

* Update cmake requirements to 3.25

* Fix cmake style
2024-12-13 19:50:39 -08:00
Awni Hannun
4e1e9520e1
Flatten and unflatten (#1692)
* flatten and unflatten

* fix grad

* fix shape infer

* use squeeze + unsqueeze in get_item
2024-12-11 21:51:37 -08:00
Awni Hannun
40c62c1321
Use int64 stride everywhere (#1671)
* use int64 stride everywhere

* fix ext

* fix ext

* more shape + cleanup

* one more

* few more
2024-12-09 11:09:02 -08:00
Awni Hannun
7cbb4aef17
Doc fix (#1615) 2024-11-22 11:12:25 -08:00
Alex Barron
c79f6a4a8c
3 and 6 bit quantization (#1613)
* Support 3 and 6 bit quantization
2024-11-22 10:22:13 -08:00
Cocoa
0d5e7716ad
fix typo: accross -> across (#1609)
Signed-off-by: Cocoa <i@uwucocoa.moe>
2024-11-20 15:30:51 -08:00
Awni Hannun
2419edd5b2
Faster indexing math in a few kernels (#1589)
* wip: faster compiled kernels

* faster general unary with uint specialization

* index type in compiled, unary, binary, ternary, copy

* fix jit

* jit fix

* specialize gather + scatter

* nit in docs
2024-11-18 19:52:00 -08:00
Awni Hannun
9f0d5c12fc
Fully wrap the command encoder (#1572)
* fully wrap the command encoder

* use consistent style + fix extensions
2024-11-08 11:50:21 -08:00
Chris Offner
46d8b16ab4
Fix vmap example in docs (#1556) 2024-11-02 17:44:14 -07:00
Chris Offner
42533931fa
Fix typo "it's" -> "its" (#1555) 2024-11-02 06:06:34 -07:00
Alex Barron
9e516b71ea
Add dispatchThreads to custom kernel doc (#1551)
* add dispatchThreads info

* update

* add link
2024-11-01 13:07:48 -07:00
Léo
917252a5a1
Add favicon to docs (#1545)
* add sphinx's html_favicon config

* removed unneeded newline

* ran pre-commit hooks
2024-10-30 13:54:13 -07:00
Awni Hannun
0eb56d5be0
Wired (#1510)
* expose residency sets as wire/unwire

* returns wired size

* fix

* runtime support check

* fix os check

* fix test

* fix no metal build

* docs

* nit

* nits in docs

* nits
2024-10-25 09:35:33 -07:00
Paul Hansel
f70764a162
Fix typo in build docs (#1522) 2024-10-24 20:55:06 -07:00
Kashif Rasul
3ddc07e936
Eigenvalues and eigenvectors (#1334)
* initial eigvalsh

* add compute_vectors

* add compute_vectors_

* return a pair

* add eigh to return only eigenvectors

* fixed typo

* merge merge Eighvalsh and Eigh into a single primitive

* use the same primate with the flag

* fix primatives

* use MULTI

* fix eval_gpu

* fix decleration

* rename EighPrimitive to Eigh

* tests

* tests

* fix rebase and format

* cleanup lapack

* format

* add cblas.h

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-10-22 12:18:48 -07:00
Awni Hannun
c26208f67d
Remove Hazard tracking with Fences (#1509)
* remove hazard tracking

* with fence map

* no hazard tracking with fences

* nits

* fix fence retain

* cleanup

* fix quantized rebase
2024-10-21 19:33:32 -07:00
Awni Hannun
343aa46b78
No more 3.8 (#1493) 2024-10-16 17:51:38 -07:00
Awni Hannun
3f86399922
Real and Imag (#1490)
* real and imag

* fix

* fix
2024-10-15 16:23:15 -07:00
Awni Hannun
e1c9600da3
Add mx.random.permutation (#1471)
* random permutation

* comment
2024-10-08 19:42:19 -07:00
Angelos Katharopoulos
9b12093739
Add the roll op (#1455) 2024-10-07 17:21:42 -07:00
Awni Hannun
195b429d99
Put along axis + fixe for partition grad (#1430)
* put along axis, fixes for partition grad

* zeros for arg reduce
2024-09-23 10:03:38 -07:00
Nripesh Niketan
6af5ca35b2
feat: add cross_product (#1252)
* feat: add cross_product

* lint

* python binding

* refactor: Improve error message for cross_product function

* refactor: more close to numpy cross product

* refactor: improve error message for cross_product function

* finish

* fix acks

* allow old numpy

* doc

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-17 13:12:43 -07:00
Awni Hannun
4f46e9c997
More fixes for arrays with large sizes (#1405)
* compile works for big arrays when contiguous

* style

* nits in docs

* a bunch more stuff

* update jit

* update jit

* use constant for shapes and strides and remove elem_to_loc overload

* use kernel instantiation

* docs nits

* update binary and ternary

* comments
2024-09-17 12:46:31 -07:00
Awni Hannun
02efb310ca
Xcode 160 (#1384)
* xcode 16.0 with debug tests

* limit nproc for builds

* vmap bug

* assert bug

* run python tests in debug mode

* fix view, bool copies preserve bits'

* actual view fix
2024-09-10 15:15:17 -07:00
Max-Heinrich Laves
efeb9c0f02
Transposed Convolution (#1245)
* initial implementation for conv_transpose

ran pre-commit

implemented conv_transpose

updated conv_general docstring

updated conv_general docstring

updated code comments

removed commented run_conv_checks

updated acknowledgments

added missing entry to ops.rst

added op to nn.layers

resolved merge conflicts

* removed ConvolutionTranspose primitive as suggested by reviewer

removed ConvolutionTranspose primitive as suggested by reviewer

* remove transpose flag, add another test

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-06 19:52:38 -07:00
Awni Hannun
ba3e913c7a
Simplifications for MLX C (#1396)
* simplifications for MLX C

* use vectors instead of map

* update examples
2024-09-06 19:16:50 -07:00
Awni Hannun
9592766939
add std as method (#1387)
* add std as method

* add std as method
2024-09-01 19:49:16 -07:00
Angelos Katharopoulos
cdb59faea6
Adds send/recv ops in distributed (#1366) 2024-08-26 23:01:37 -07:00
Alex Barron
b96e105244
Add grid_sample example to metal_kernel docs (#1352)
* Add `zero_outputs` and `atomic_outputs` options to `metal_kernel`

* add grid sample to docs

* zero_outputs -> init_value

* add missing header for linux
2024-08-23 18:24:16 -07:00
Awni Hannun
3b4d5484c7
Bump extension MLX version (#1350)
* Bump extension MLX version

* fix some docs nits
2024-08-23 12:38:34 -07:00
Alex Barron
0fd2a1f4b0
Custom Metal Kernels from Python (#1325)
* start

* simple kernels working

* restructure

* inverse example working

* docs + fixes

* missing file

* fix imports

* address comments

* add docs + fix test

* Review comments + refactor to a single function

* update docs

* remove hashing

* fix contig bug in test

* back to a class

* trailing whitespace

* fix tests

* match c++ and python apis

* add link + make args kw_only
2024-08-22 13:46:29 -07:00
Alex Barron
32668a7317
CPU mx.linalg.cholesky_inverse and mx.linalg.tri_inv (#1307)
* add cholesky inv + tri inv

* always run tri_inv on cpu

* consistent naming
2024-08-08 15:18:02 -07:00
Awni Hannun
30bbea2f08
Add gemv masked to JIT plus some fixes (#1310)
* add gemv masked to JIT plus some fixes

* some cleanup

* add utils

* fix

* fix 2

* more cleaning

* fix

* remove unused mps matmul support

* one more nit

* revert
2024-08-07 13:38:07 -07:00
Awni Hannun
aa1d6cadad
Fix docs latex build and nits (#1297)
* fix docs latex build and nits

* fix stub gen and try to clean up building
2024-07-29 11:44:06 -07:00
Yaroslav
8cfb9fc0b8
Update requirements.txt (#1291) 2024-07-26 12:59:52 -07:00
Anton Belov
5029894662
[Issue #1187] Add nan_to_num function initial attempt (#1247)
* initial attempt, working with wrong types

* not compiling; mx.float16 and mx.bfloat16 tests added

* fix nan to num

* nit

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-07-25 09:57:37 -07:00
Awni Hannun
baf9fa5f42
Einsum (#1269)
* einsum initial

* fix comma break

* sum axis was wrong

* small cleanups

* python binding

* changed bindings to resemble numpy

* remove todo comment

* comment changes

* add count of operands/inputs

* fail fast if operands list is empty

* ignore comma if no output

* einsum path matching numpy

* getting somewhere with path

* remove print

* it passes the first test

* moved einsum tests to seperate file

* seperated einsum path

* moved einsum naive

* remove space from equation

* fast fail if no operands passed

* update tests and remove printf

* small cleanup

* some more cleanups

* removed python helper file

* ack

* utilize std for finding min in vector

* duplicate def

* remove the tuple as it was unreadable

* moved einsum_naive back to ops

* remaining isn't needed

* avoid creating another set

* cleanup

* greedy path, start of naive einsum

* more einsum

* fix some bugs

* some more fixes, tests pass

* benchmark

* some simplify

* fix einsum and test

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>

* add a bunch more tests and fix a bunch more bugs

* some docs nits

---------

Co-authored-by: dc-dc-dc <dgcruz983@gmail.com>
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-07-25 09:36:44 -07:00
fgranqvist
50eff6a10a
Implement sampling from laplace distribution. (#1279) 2024-07-24 15:15:37 +02:00
Awni Hannun
8c01a7893b
minor fix in optimizer + docs (#1264) 2024-07-12 12:18:02 -07:00
Awni Hannun
218047c75a
docs fixes (#1263) 2024-07-11 15:59:07 -07:00
Angelos Katharopoulos
5c1fa64fb0
Custom transforms (#1246) 2024-07-10 18:00:01 -07:00
Alex Barron
a3c287354f
Fast Hadamard Transform (#1249)
* Working hadamard for powers of 2

* working for m*2^k

* add scale and check contiguity

* add size check

* clean up

* fix test

* add grads + vmap

* gpu only

* skip on linux

* test typo

* add cpu impl

* remove gpu only tests

* fix linux build + add is_equivalent
2024-07-09 20:39:01 -07:00
Awni Hannun
d6383a1c6a
version bump (#1239) 2024-06-27 10:43:13 -07:00
Angelos Katharopoulos
0163a8e57a
Add docs for the distributed namespace (#1184) 2024-06-06 11:37:00 -07:00
Nikhil Mehta
0b7d71fd2f
Add softmin, hardshrink, hardtanh (#1180)
---------

Co-authored-by: Nikhil Mehta <nikmehta@tesla.com>
2024-06-04 15:48:18 -07:00
Awni Hannun
ea9090bbc4
Add view op (#1179)
* add view primitive

* nit

* fix view
2024-06-04 08:05:27 -07:00
K Venkat Ramnan
ab977109db
feat: Added dlpack device (#1165)
* feat: Added dlpack device

* feat: Added device_id to dlpack device

* feat: Added device_id to dlpack device

* doc: updated conversion docs

* doc: updated numpy.rst dlpack information

* doc: updated numpy.rst dlpack information

* Update docs/src/usage/numpy.rst

* Update docs/src/usage/numpy.rst

---------

Co-authored-by: Venkat Ramnan Kalyanakumar <venkatramnankalyanakumar@Venkats-MacBook-Air.local>
Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
2024-05-31 12:29:01 -07:00
Awni Hannun
a87ef5bfc1
fix broadcast bug in bitwise ops (#1157) 2024-05-24 11:44:40 -07:00
Awni Hannun
0189ab6ab6
More jitting (#1132)
* docs + circle min size build

* jit scan, arange, softmax

* add sort

* jit reductions

* remove print

* fix deps

* clean includes / nits
2024-05-23 16:23:44 -07:00
Abe Leininger
79ef49b2c2
add mx.trace (#1143) (#1147)
* working c++ trace implementation

* updated throw + added overloads

* added python binding for trace function

* pre-commit reformatting

* add trace to docs

* resolve comments

* remove to_stream call
2024-05-22 15:50:27 -07:00
Awni Hannun
226748b3e7
JIT compile option for binary minimization (#1091)
* try cpp 20 for compile

* unary, binary, ternary in jit

* nits

* fix gather/scatter

* fix rebase

* reorg compile

* add ternary to compile

* jit copy

* jit compile flag

* fix build

* use linked function for ternary

* some nits

* docs + circle min size build

* docs + circle min size build

* fix extension

* fix no cpu build

* improve includes
2024-05-22 12:57:13 -07:00
Awni Hannun
d568c7ee36
Rename block sparse (#1149)
* block_sparse_mm to gather_mm

* rename

* nit

* nit
2024-05-22 07:48:34 -07:00
Awni Hannun
e6fecbb3e1
Some fixes in docs (#1141)
* fixes in docs

* nit
2024-05-20 11:51:47 -07:00
Awni Hannun
8b76571896
Fix extensions (#1126)
* fix extensions

* title

* enable circle

* fix nanobind tag

* fix bug in doc

* try to fix config

* typo
2024-05-16 15:36:25 -07:00
Cheng
2c7e9b5158
Add missing docs for some ops (#1110) 2024-05-14 06:09:05 -07:00
Awni Hannun
7178ac0111
No CPU option for binary minimization (#1105)
* no cpu build option

* docs

* fix
2024-05-13 16:08:11 -07:00
Max-Heinrich Laves
ff4223904d
Conv3d (#993)
* added conv3d

added conv3d

implemented explicit_gemm_conv_ND_cpu and bounds checks for slow_conv_3D

* incorporated reviewer comments

* fixed test

* reduced tensor shapes in test for conv3d

* Reviewer suggestion

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

Reviewer suggestion

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

Reviewer suggestion

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

Reviewer suggestion
2024-05-11 06:15:02 -07:00
Alex Barron
2e158cf6d0
Add conjugate operator (#1100)
* cpu and gpu impl

* add mx.conj and array.conj()

---------

Co-authored-by: Alex Barron <abarron22@apple.com>
2024-05-10 07:22:20 -07:00
Awni Hannun
8b1906abd0
Add compiler flags to disable safetensors and gguf (#1098)
* with docs

* nit
2024-05-09 17:39:44 -07:00
Rahul Yedida
cc05a281c4
Added ArcTan2 operation (#1079)
* Added ArcTan2 operation

* Cleanup, bug fixes from code review

* Minor cleanup, fixed Linux tests
2024-05-08 08:35:15 -07:00
Awni Hannun
21623156a3
Reset peak memory (#1074)
* reset peak memory

* fix linux

* nits in docs
2024-05-03 17:12:51 -07:00
Nripesh Niketan
79c859e2e0
feat: implement clip_grad_norm (#1043)
* feat: implement `clip_grad_norm`

* pre-commit

* Add test for clip_grad_norm function in test_optimizers.py

* small fixes

* fix

* lint

* Update tree_reduce

* Update python/mlx/utils.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/mlx/utils.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/mlx/utils.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/mlx/utils.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/mlx/utils.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/mlx/utils.py

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Refactor clip_grad_norm function to include documentation and improve readability

* format docstring

* Add acknowlegements

* text wrap

* pre-commit

* nits in docs

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-05-03 09:07:02 -07:00
Jagrit Digani
f390957685
Block sparse mm (#1058) 2024-05-02 14:03:58 -07:00
Awni Hannun
19bef39f5c
Add a mx.metal.device_info (#1060)
* device inof

* add variant

* fix linux

* fix doc
2024-04-30 15:47:27 -07:00
Awni Hannun
86f495985b
Add bitwise ops (#1037)
* bitwise ops

* fix tests
2024-04-26 22:03:42 -07:00
Awni Hannun
5bfe89bdb1
Cpp docs (#1036)
* start of C++ docs

* fix stream doc

* only include ops for now
2024-04-26 12:56:05 -07:00
Awni Hannun
771575d27b
Expose function to clear memory cache (#1032)
* expose function to clear memory cache

* fix linux build

* fix metal tests
2024-04-24 16:48:51 -07:00
Aneesh Shetty
d0dbfe0b97
Adds radians and degrees (#1011) 2024-04-22 11:17:49 -07:00
Awni Hannun
3d405fb3b1
Add synchronize function (#1006)
* add synchronize function

* fix linux

* fix linux

* fix and fix docs

* fix test

* try synchronize in stream destroy

* synchronize works for both cpu and gpu
2024-04-22 08:25:46 -07:00
Awni Hannun
ed83908931
fix gguf loading quants (#1014)
* fix gguf loading quants

* fix nanobind install

* actual fix
2024-04-19 12:24:07 -07:00
Jagrit Digani
b18468bf81
Masked mm (#978)
* Add block masked matmul op and primitive
2024-04-16 14:45:39 -07:00
Awni Hannun
cd9e184529
Quantize embedding (#994)
* quantize embedding

* rename as_linear + comment

* consistency in docs

* fix test
2024-04-15 16:42:10 -07:00
Alex Shepard
91eba8e485
fix for grammatical typo in docs (#988)
thanks for mlx!
2024-04-11 17:02:06 -07:00
Luca Arnaboldi
fffe072028
Implementation of mlx.random.multivariate_normal (#502) (#877)
* Implementation of mlx.random.multivariate_normal (#502)

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Updated typo in docstring

* Restricted multivariate_normal to  float32

* Generic mean and variance shapes

* Review edits

* Update mlx/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Update python/src/random.cpp

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>

* Test for ndim of mean and cov

* nits

* smaller size for test

* fix broadcasted sampling

---------

Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
Co-authored-by: Awni Hannun <awni@apple.com>
2024-04-09 13:50:12 -07:00
Abe Leininger
a1a31eed27
Add mx.meshgrid (#961) 2024-04-09 11:43:08 -07:00
Awni Hannun
b63ef10a7f
Extensions (#962)
* start to fix extensions

* mostly fixed extensions

* fix extension build

* couple more nits
2024-04-09 08:50:36 -07:00
Awni Hannun
42afe27e12
std and expm1 (#973)
* std and expm1

* actually add expm1

* fix linux

* fix vjp

* relax tol for linux test

* Add it to the compilable primitives

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-04-08 14:26:01 -07:00
Awni Hannun
aac2f9fb61
Improve profiling with gpu tracing (#969)
* improve profiling with gpu tracing

* fix for linux

* nit

* doc fix

* fix example
2024-04-07 21:47:43 -07:00
Suvan Kumar
433c0206b0
Update saving_and_loading.rst (#929)
Update saving / load docs.
2024-03-30 14:30:06 -07:00
Jack Mousseau
45f636e759
Add Metal debug option and capture functions (#707)
* Add Metal debug option and capture functions

* Add brief Metal debugger documentation

* doc nits

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-28 09:40:31 -07:00
Cheng
90dfa43ff1
Don't use make_unique to create shared_ptr (#902)
The code compiled because shared_ptr's constructor actually accepts
unique_ptr.
2024-03-27 06:13:29 -07:00
Daniel Strobusch
479051ce1c
add numeric type hierarchy and issubdtype as well as a set_dtype meth… (#427)
* add numeric type hierarchy and issubdtype as well as a set_dtype method to nn.Module with predicate

numeric type hierarchy and issubtype is compatible to the [numpy hierarchy](220f0ab2c5/numpy/_core/numerictypes.py (L42)).

Closes #285.

* nits in docs

* unify type category checking

* nits in docs

* nits in docs

* more docs nits

* fix callable type

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-25 12:32:59 -07:00
Awni Hannun
1e16331d9c
post nanobind docs fixes and some updates (#889)
* post nanobind docs fixes and some updates

* one more doc nit

* fix for stubs and latex
2024-03-24 15:03:27 -07:00
Awni Hannun
9a8ee00246
Switch to nanobind (#839)
* mostly builds

* most tests pass

* fix circle build

* add back buffer protocol

* includes

* fix for py38

* limit to cpu device

* include

* fix stubs

* move signatures for docs

* stubgen + docs fix

* doc for compiled function, comments
2024-03-18 20:12:25 -07:00
Justin Deschenaux
8e5600022a
Implement RNN, GRU, LSTM (#268)
* RNN base implementation

* Address comments+format

* nits in docs

* add tests for prb

* fix test

* add a couple tests

---------

Co-authored-by: Awni Hannun <awni@apple.com>
2024-03-11 21:14:44 -07:00
Awni Hannun
74ed0974b3
Support 13.0+ with xcode 14.3 (#806)
* Support 13.0+ with xcode 14.3

* revert revert
2024-03-07 13:27:57 -08:00
Awni Hannun
f512b905c7
Minimum xcode / sdk (#800)
* minimum xcode /sdk

* try multiple xcode versions in CI

* update python

* metal validation for python tests
2024-03-07 08:19:43 -08:00
AlexCheema
7762e07fde
Update function_transforms.rst (#796)
Fix typo in function_transforms.rst
2024-03-06 12:03:37 -08:00