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
