Alex Barron
da691257ec
Fix overflow in quantize/dequantize ( #1379 )
...
* add 2d indices to prevent overflow
* use nthreads not out size
2024-08-30 13:32:41 -07:00
Alex Barron
28be4de7c2
Fix JIT reductions ( #1373 )
2024-08-28 16:39:11 -07:00
Nripesh Niketan
64bec4fad7
Chore: update pre-commit hooks ( #1353 )
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* Chore: update pre-commit refs
* run pre-commit
2024-08-24 06:46:36 -07:00
Angelos Katharopoulos
b57a52813b
Further reduction tuning ( #1349 )
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* More reduction tuning
* Forgotten pdb
* Small column long row specialization
2024-08-23 10:35:25 -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
Awni Hannun
df3233454d
2d gather specialization ( #1339 )
2024-08-22 10:48:24 -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 )
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* 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
Alex Barron
99bb7d3a58
GPU mx.sign for complex64 ( #1326 )
2024-08-14 07:54:53 -07:00
Awni Hannun
30bbea2f08
Add gemv masked to JIT plus some fixes ( #1310 )
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* 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
58d0e199e1
add bfloat conv for windograd ( #1306 )
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* add bfloat conv for windograd
* accumulate in fp32
* accumulate in fp32
* accumulate in bf16
2024-08-05 15:51:13 -07:00
Awni Hannun
43ffdab172
fix rope and random ( #1301 )
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* fix rope and random
* comment
2024-07-31 16:18:25 -07:00
Awni Hannun
40b6d67333
Fixes for large arrays with a few ops ( #1299 )
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* fixes for large arrays with a few ops
* fix bug
* fix all of copy
2024-07-30 17:18:39 -07:00
Alex Barron
c52d1600f0
Fused Affine Quantize/Dequantize ops ( #1282 )
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* 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
Jagrit Digani
7f914365fd
Fix GPU sort for large arrays ( #1285 )
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* Fix GPU sort for large arrays
2024-07-24 14:37:10 -07:00
Alex Barron
c34a5ae7f7
Fix bfloat16 Hadamard ( #1283 )
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* fix bfloat16 hadamard
* add scale
* review comments
---------
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-07-23 14:54:43 -07:00
Awni Hannun
e2aa6ec8ae
some fixes ( #1281 )
2024-07-23 11:49:05 -07:00
Tim Gymnich
6307d166eb
Fix overflow / underflow handling for expm1f ( #1278 )
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* Fix overflow / underflow handling for expm1f
* update tests
2024-07-23 07:29:06 -07:00
Alex Barron
a3c287354f
Fast Hadamard Transform ( #1249 )
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* 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
2615660e62
Fix strided sort bug ( #1236 )
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* Use output strides in sort kernel
* fix zero strides bug
2024-06-26 14:32:11 -07:00
Awni Hannun
56c8a33439
Get metal version from xcode ( #1228 )
...
* get metal version from xcode
* typo
* fix
2024-06-26 07:02:11 -07:00
Jagrit Digani
2d6cd47713
Masked gemv ( #1211 )
2024-06-14 09:52:26 -07:00
Awni Hannun
31e134be35
Build for macOS 15 ( #1208 )
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* Build for macos 15
* metal32 as well
* comment
---------
Co-authored-by: Awni Hannun <Awni Hannun>
2024-06-13 13:31:44 -07:00
Fangjun Kuang
f20e97b092
minor fixes ( #1194 )
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* minor fixes
* fix build errors
2024-06-12 22:06:49 -07:00
Alex Barron
934683088e
Refactor JIT for unary/binary/ternary ops ( #1206 )
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* refactor unary/binary/ternary ops
* get_primitive_string util
---------
2024-06-12 14:22:12 -07:00
Awni Hannun
de2b9e7d0a
Fix kernel deps to reduce build times ( #1205 )
2024-06-12 11:17:39 -07:00
Alex Barron
dd7d8e5e29
Add Quantized Ops to the JIT ( #1204 )
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* JIT for quantized ops
* remove unused imports
* address comments
* fix imports
* second attempt to fix imports
---------
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-06-12 09:47:12 -07:00
Awni Hannun
df964132fb
fix scatter + test ( #1202 )
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* 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 )
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* 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
Awni Hannun
496315fe1d
Fix scan ( #1188 )
...
* fix scan
* improve grid size
* fix cpu cummax
2024-06-05 14:21:58 -07:00
Alex Barron
4d485fca24
Add defines include ( #1176 )
...
Co-authored-by: Alex Barron <abarron22@apple.com>
2024-06-03 09:50:10 -07:00
Brian Keene
1865299a30
Metal shaders for memory efficient self attention on large sequences ( #964 )
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* 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
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
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
Awni Hannun
0189ab6ab6
More jitting ( #1132 )
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* 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
Rifur13
9401507336
Add groups to 2-D convolutions ( #1129 )
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* 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
226748b3e7
JIT compile option for binary minimization ( #1091 )
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* 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
Angelos Katharopoulos
da83f899bb
Improve qvm speed ( #1140 )
2024-05-20 09:20:44 -07:00
Awni Hannun
23406c9e9e
Choose the right MLX bf16 for extensions ( #1135 )
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* default to custom bf
* choose right bf
* fix extensions
* fix circle conf
2024-05-17 15:09:28 -07:00
Angelos Katharopoulos
e78a6518fa
Block sparse qmm ( #1124 )
2024-05-16 15:24:14 -07:00
Awni Hannun
1873ffda01
Detect metal version and propagate correctly for JIT ( #1109 )
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* detect metal version and propagate correctly for JIT
* remove softmax
* fix versions
2024-05-15 17:42:09 -07:00
Jagrit Digani
358e1fd6ab
Fused GEMM ( #1123 )
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* Basic gemm working
* Update addmm
* Clear out steel_gemm and steel_addmm kernels
* Fuse and clear out gather gemm
* Update objc releases
2024-05-15 10:30:41 -07:00
Awni Hannun
863039da4c
Allow scatter type exception to be caught by checking in op ( #1077 )
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* allow exception to be caught in main thread
* only for gpu
* more detailed scatter error
2024-05-13 17:43:53 -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
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
Jagrit Digani
fe96ceee66
Update block offset adjustment to be in size_t ( #1087 )
2024-05-08 08:10:23 -07:00
Jagrit Digani
f390957685
Block sparse mm ( #1058 )
2024-05-02 14:03:58 -07:00
Angelos Katharopoulos
17f57df797
Improvements in the quantizer and dequantization kernel ( #1061 )
2024-05-01 18:19:11 -07:00
Nripesh Niketan
a30e7ed2da
feat: metal formatting and pre-commit bump ( #1038 )
...
* feat: metal formatting and pre-commit bump
* add guards
* update
* more guards
* more guards
* smakk fix
* Refactor instantiation of ternary types in ternary.metal
* fix scan.metal
2024-04-30 07:18:09 -07:00
