Awni Hannun
e1c9600da3
Add mx.random.permutation ( #1471 )
...
* random permutation
* comment
2024-10-08 19:42:19 -07:00
Awni Hannun
1fa0d20a30
consistently handle all -inf in softmax ( #1470 )
2024-10-08 09:54:02 -07:00
Awni Hannun
3274c6a087
Fix array is_available race cases ( #1468 )
2024-10-07 19:13:50 -07:00
Angelos Katharopoulos
9b12093739
Add the roll op ( #1455 )
2024-10-07 17:21:42 -07:00
Awni Hannun
f374b6ca4d
Bump nanobind to 2.2 ( #1461 )
...
* bump nanobind
* extension version for tests
2024-10-07 16:52:40 -07:00
Awni Hannun
0070e1db40
Fix deep recursion with siblings ( #1462 )
...
* fix recursion with siblings
* fix
* add test
* increase tol
2024-10-07 06:15:33 -07:00
Awni Hannun
e4534dac17
Conv grad with groups + bugfix ( #1449 )
...
* fix bug in flipped conv with groups, start of grad for groups
* fix
* fix
* fix + test
2024-10-06 07:08:53 -07:00
Awni Hannun
1bdc038bf9
fix argpartition + faster {arg} sorts / partitions ( #1453 )
2024-10-03 14:21:25 -07:00
Lucas Newman
4a64d4bff1
Add support for grouped 1D convolutions to the nn API ( #1444 )
...
* Fix the weight shape for grouped convolutions from the nn API.
* Add tests.
* Pre-commit formatting.
* Add input validation.
* Use integer division instead of casting.
* docs
* nit
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-09-28 06:41:07 -07:00
Awni Hannun
718aea3f1d
allow take to work with integer index ( #1440 )
2024-09-26 15:58:03 -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 )
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* 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
Angelos Katharopoulos
914409fef9
Data parallel helper ( #1407 )
2024-09-16 18:17:21 -07:00
Awni Hannun
d6492b0163
fix clip ( #1415 )
2024-09-14 16:09:09 -07:00
Awni Hannun
8b30acd7eb
fix module attribute set, reset, set ( #1403 )
2024-09-11 16:30:42 -07:00
Awni Hannun
3ae6aabe9f
throw for certain cases of non captured inputs in compile ( #1401 )
2024-09-09 14:54:31 -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
7cca1727af
Fix slice data size ( #1394 )
...
* fix slice data size and add tests
* fix contiguous flag
* simplify stride and perform copy for non-contiguous arrays
* fix cpu
* comment
2024-09-04 19:10:43 -07:00
Bhargav Yagnik
11371fe251
Test to prevent bugs like #1386 ( #1391 )
...
* updated test_array for missing ops
* formatting changes
2024-09-04 17:24:30 -07:00
Angelos Katharopoulos
969337345f
Fix reduce edge case ( #1389 )
2024-09-01 21:37:51 -07:00
Awni Hannun
0d302cd25b
Fix compiel with byte sized constants ( #1381 )
2024-08-30 17:24:35 -07:00
Aditya Dhulipala
e6b223df5f
Pinv ( #875 )
2024-08-27 23:06:12 -07:00
Angelos Katharopoulos
cdb59faea6
Adds send/recv ops in distributed ( #1366 )
2024-08-26 23:01:37 -07:00
Alex Barron
1d94ac3f90
Add optional headers to `mx.fast.metal_kernel` ( #1358 )
2024-08-26 21:45:45 -07:00
Alex Barron
d1183821a7
int() and float() for mx.array ( #1360 )
2024-08-25 20:41:44 -07:00
Angelos Katharopoulos
8081df79be
Fix boolean all reduce bug ( #1355 )
2024-08-24 10:09:32 -07:00
Angelos Katharopoulos
b57a52813b
Further reduction tuning ( #1349 )
...
* More reduction tuning
* Forgotten pdb
* Small column long row specialization
2024-08-23 10:35:25 -07:00
Alex Barron
da8deb2b62
fix bug with multiple attributes ( #1348 )
...
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-08-23 10:06:15 -07:00
Awni Hannun
98b6ce3460
Refactor reductions and fix scatter atomics for large sizes ( #1300 )
...
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-08-22 16:03:31 -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
Awni Hannun
d40e76809f
Fix rope ( #1340 )
...
* add test
* fix rope
* fix test
2024-08-20 17:37:52 -07:00
Awni Hannun
bb1b76d9dc
RoPE with frequencies as optional input ( #1337 )
...
* start rope with freq input
* rope with frequencies
* nits
* fix bug
* fix bug + test
* cleanup
* optional base
2024-08-19 18:30:50 -07:00
Awni Hannun
ae5b5cabfd
Fix optimizer reloading from checkpoint ( #1329 )
...
* fix optimizer reloading from checkpoint
* comment
2024-08-15 07:33:23 -07:00
Alex Barron
99bb7d3a58
GPU mx.sign for complex64 ( #1326 )
2024-08-14 07:54:53 -07:00
Awni Hannun
eaaea02010
Add isfinite ( #1318 )
...
* isfinite
* remove reduce test since fix is not complete
2024-08-13 14:49:28 -07:00
Bhargav Yagnik
a098bc92e0
Fix: Preserve input dtype in Dropout layer output ( #1323 )
...
* Fix: Preserve input dtype in Dropout layer output
- Modified Dropout implementation to ensure that the output dtype matches the input dtype.
- This resolves the issue #1321
* Update test cases in test_nn.py
- Revised test cases to align with updated dropout code
- Fixed assertion method: replaced self.assertTrue with self.assertEqual for accurate comparisons in test_nn.py -> test_rope, test_alibi and test_dropout,
* updated dropout.py
2024-08-13 11:54:21 -07:00
Brian Keene
19fb69e2ed
Add memory_efficient_threshold kwarg to sdpa kernel ( #1319 )
...
Allows opt-in to memory efficient GPU shader at proscribed sequence
length. Otherwise, utilizes aggregate MLX primitives for best latency.
2024-08-12 12:57:09 -07:00
Alex Barron
32668a7317
CPU mx.linalg.cholesky_inverse and mx.linalg.tri_inv ( #1307 )
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* add cholesky inv + tri inv
* always run tri_inv on cpu
* consistent naming
2024-08-08 15:18:02 -07:00
Angelos Katharopoulos
780c197f95
Fix test tolerance and patch bump ( #1315 )
2024-08-08 14:51:09 -07:00
Alex Barron
635ccd9e25
Add "edge" mode to mx.pad ( #1309 )
...
* Add edge padding mode
* fix pad in pooling
* string arg instead of enum
2024-08-06 11:23:10 -07:00
nicolov
8c9f0278b9
Add vmap to scatter ( #1200 )
...
* Add vmap to scatter
* updates
* vmap updates + a few more tests
* bug fix
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2024-08-05 20:12:27 -07:00
Awni Hannun
58d0e199e1
add bfloat conv for windograd ( #1306 )
...
* add bfloat conv for windograd
* accumulate in fp32
* accumulate in fp32
* accumulate in bf16
2024-08-05 15:51:13 -07:00
Awni Hannun
10b5835501
fix creating array from bf16 tensors in jax / torch ( #1305 )
2024-08-01 16:20:51 -07:00
Alex Barron
c52d1600f0
Fused Affine Quantize/Dequantize ops ( #1282 )
...
* Add fast affine dequantize
* add full quantize kernel
* fused kernel with scale/bias computation
* fix docstring
* fix no jit error
* fix test
* test fix
* reduce fast api to only affine_quantize
2024-07-29 15:11:38 -07:00
Atakan Tekparmak
6e06e3a904
feat: Added "tanh" option to GELU approximation ( #1268 )
2024-07-28 09:07:56 +02:00
Awni Hannun
7b456fd2c0
Array api ( #1289 )
...
* some updates for numpy 2.0 and array api
* some updates for numpy 2.0 and array api
* fix array api doc
2024-07-26 10:40:49 -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
Jagrit Digani
7f914365fd
Fix GPU sort for large arrays ( #1285 )
...
* Fix GPU sort for large arrays
2024-07-24 14:37:10 -07:00
