Awni Hannun
1fba87b0df
Fix leak with multi-output primitives ( #1274 )
...
* fix leak with multi-output primitives
* hopefully an actual fix
2024-07-23 06:34:18 -07:00
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
Alex Barron
bdb36c9a63
add zero vjps for bitwise ops and gather w.r.t. index ( #1256 )
2024-07-07 21:34:59 -07:00
Awni Hannun
20bb301195
CPU binary reduction + Nits ( #1242 )
...
* very minor nits
* reduce binary
* fix test
2024-06-28 13:50:42 -07:00
Angelos Katharopoulos
b05bcfd27f
Fixes segfault when compiling checkpointed functions ( #1235 )
2024-06-26 16:14:45 -07:00
Alex Barron
2615660e62
Fix strided sort bug ( #1236 )
...
* Use output strides in sort kernel
* fix zero strides bug
2024-06-26 14:32:11 -07:00
Awni Hannun
5b0af4cdb1
fix donation condition for compilation ( #1237 )
2024-06-26 09:04:05 -07:00
David Koski
4eef1e8a3e
fix typo ( #1215 )
2024-06-24 13:36:35 -07:00
Alex Barron
95d11bda06
Fix NumPy 2.0 pickle test ( #1221 )
...
* fix numpy version <2 temporarily
* typo
* better fix
* Fix just for bfloat16
---------
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-06-23 05:47:22 -07:00
Jagrit Digani
2d6cd47713
Masked gemv ( #1211 )
2024-06-14 09:52:26 -07:00
Awni Hannun
df964132fb
fix scatter + test ( #1202 )
...
* fix scatter + test
* fix test warnings
* fix metal validation
2024-06-11 14:35:12 -07:00
Alex Barron
27d70c7d9d
Feature complete Metal FFT ( #1102 )
...
* feature complete metal fft
* fix contiguity bug
* jit fft
* simplify rader/bluestein constant computation
* remove kernel/utils.h dep
* remove bf16.h dep
* format
---------
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-06-06 12:57:25 -07:00
Angelos Katharopoulos
0163a8e57a
Add docs for the distributed namespace ( #1184 )
2024-06-06 11:37:00 -07:00
Awni Hannun
496315fe1d
Fix scan ( #1188 )
...
* fix scan
* improve grid size
* fix cpu cummax
2024-06-05 14:21:58 -07:00
Angelos Katharopoulos
0fe6895893
Fix the hard-shrink test ( #1185 )
2024-06-04 16:22:56 -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
83b11bc58d
Fix Metal API validation for empty concat ( #1183 )
2024-06-04 13:17:08 -07:00
Awni Hannun
ea9090bbc4
Add view op ( #1179 )
...
* add view primitive
* nit
* fix view
2024-06-04 08:05:27 -07:00
Angelos Katharopoulos
3de8ce3f3c
In place all-reduce and forgiving init ( #1178 )
2024-06-03 16:47:47 -07:00
Brian Keene
1865299a30
Metal shaders for memory efficient self attention on large sequences ( #964 )
...
* Metal shaders for efficient self attention on large sequences
Updated fast attention: GEMM-ified with Steel primitives
Uses flash attention 1 for scale correction
* more compiler silencing
* Address rebase issues
* Templatize kernel instantiation, revise cpu bindings
* Safer writes to output
* Permit batch size > 1
* Numerical fixes for sdpa self attention
* Re-enable test, remove unused variable
* add benchmarking script
* Disable sdpa prior to perf tuning, and simplify tests for per-patch CI
2024-06-03 09:16:19 -07:00
Dominik Schlösser
3576b547c5
Doc error for default for scale in SinusoidalPositionalEncoding ( #1174 )
2024-06-02 13:42:45 -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
fd1c08137b
stable cumprod grad at 0 ( #1167 )
2024-05-31 12:28:42 -07:00
Jagrit Digani
76b6cece46
Fix multi-block sort stride management ( #1169 )
...
* Fix multi-block sort stride management
* Add seed to tests
2024-05-31 11:10:54 -07:00
Jagrit Digani
9f0df51f8d
Fix matvec vector stride bug ( #1168 )
2024-05-29 12:18:28 -07:00
Awni Hannun
e7a2a3dcd1
Fix a couple bugs ( #1161 )
...
* fix jit reduce for RMS norm
* make strides a single buffer
* better eval error message
* fix compiling with inf and bf16
* fix cpu compile with bf16
2024-05-28 15:18:18 -07:00
Awni Hannun
a87ef5bfc1
fix broadcast bug in bitwise ops ( #1157 )
2024-05-24 11:44:40 -07:00
Awni Hannun
7e26fd8032
Option to JIT steel gemm / conv ( #1139 )
2024-05-23 18:07:34 -07:00
Jagrit Digani
eab2685c67
Float mask update ( #1152 )
...
* Float mask update
* Update CPU impl
2024-05-23 17:20:44 -07:00
Angelos Katharopoulos
50dfb664db
Comms ( #1097 )
...
* Start the communications branch using MPI
* Add ops and primitives
* Add python bindings for distributed
2024-05-23 17:04:02 -07:00
Rifur13
9401507336
Add groups to 2-D convolutions ( #1129 )
...
* Added groups to 2-D convolutions. Only implemented for **some** specializations.
Also fixed 1D grouped convs with different kernel strides and added more tests.
* fix channels condition
2024-05-22 20:01:44 -07:00
Awni Hannun
eb8321d863
list based indexing ( #1150 )
2024-05-22 15:52:05 -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
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
jlwitthuhn
7e5674d8be
Treate 'minimum' differently in cosine decay ( #1138 )
2024-05-20 08:00:48 -07:00
Awni Hannun
fb71a82ada
Fix copy bug with many dims ( #1137 )
2024-05-17 21:10:03 -07:00
Luca Arnaboldi
b3ec792380
Implemented Cholesky on CPU ( #1119 )
2024-05-17 12:31:59 -07:00
Awni Hannun
81dd33af66
allow conversion to dlpack ( #1120 )
2024-05-16 16:11:37 -07:00
Angelos Katharopoulos
e78a6518fa
Block sparse qmm ( #1124 )
2024-05-16 15:24:14 -07:00
Jacket
c417e42116
[Fix] minor typo in default argument for argpartition's "axis" parameter ( #1125 )
...
According to the document, argpartition's axis parameter can be None, but due to a previous typo it can't really accepts a None value.
2024-05-15 15:25:25 -07:00
Awni Hannun
631dfbe673
fix scatter index bug ( #1122 )
2024-05-14 15:04:58 -07:00
Cheng
56a4eaed72
Pass missing stream arg in array.flatten ( #1111 )
2024-05-14 06:50:16 -07:00
Cheng
bf925d9dc7
Move args in conv_general ( #1118 )
...
Also fix a typo that padding_lo is passed as padding_hi.
2024-05-14 06:50:09 -07:00
Cheng
1a7ed5dcb6
Fill vector with constructor instead of fill_n ( #1113 )
2024-05-14 06:28:55 -07:00
Cheng
5be5daa6ef
Use compiled function in Sigmoid module ( #1116 )
2024-05-14 06:25:57 -07:00
Cheng
60cb11764e
Use correct module type in quantized.py ( #1115 )
2024-05-14 06:25:42 -07:00
