Awni Hannun
c6a20b427a
Improve metal elementwise kernels ( #2247 )
...
* improve metal elementwise kernels
* compile and copy
* fix jit
2025-06-06 11:37:40 -07:00
Angelos Katharopoulos
5de6d94a90
Gather qmm batched kernel and refactoring of quantized ( #2078 )
2025-04-17 13:53:11 -07:00
Angelos Katharopoulos
99eefd2ec0
Gather mm new kernel and small refactoring ( #2040 )
2025-04-14 16:37:36 -07:00
Awni Hannun
de5f38fd48
Custom logsumexp ( #2028 )
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* initial custom logsumexp
* more tests
* comments + fix
2025-03-31 07:36:55 -07:00
Awni Hannun
117e1355a2
fix copy for large arrays ( #1953 )
2025-03-10 15:04:25 -07:00
Angelos Katharopoulos
1f4c127fb9
Move some kernels to get_template_definition ( #1782 )
2025-01-21 08:59:44 -08:00
Awni Hannun
516ded618b
Dynamic slicing ( #1741 )
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* 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
6bd28d246e
Allow no copy negative strides in as_strided and slice ( #1688 )
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* allow no copy negative strides in as_strided and slice
* fix jit
* fix jit
2024-12-12 08:59:45 -08:00
Awni Hannun
0c5eea226b
Reduce specializations ( #1607 )
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* start of reduce specializations
* fix all reduce
* fix many dims
* fix
* non-jit tests clear
* cleanup instantiations
* cpu merges
* change dim specializations
* optimize
* fix jit
* fix jit
* use higher precision for integer sum+prod
* fixes
2024-11-21 19:53:00 -08:00
Awni Hannun
2419edd5b2
Faster indexing math in a few kernels ( #1589 )
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* 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
Angelos Katharopoulos
248431eb3c
Reductions update ( #1351 )
2024-11-04 22:25:16 -08:00
Angelos Katharopoulos
c9b41d460f
Working 64-bit scans ( #1506 )
2024-10-24 11:05:46 -07:00
xnorai
32972a5924
C++20 compatibility for fmt ( #1519 )
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* C++20 compatibility for fmt
* Address review feedback
* Remove stray string
* Add newlines back
2024-10-24 08:54:51 -07:00
Awni Hannun
3f86399922
Real and Imag ( #1490 )
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* real and imag
* fix
* fix
2024-10-15 16:23:15 -07:00
Awni Hannun
881615b072
Faster metal compiled kernels + some fixes ( #1486 )
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* bump mac tests to use py39
* work per thread for compiled kernels
* fixe for large arrays
* fix
2024-10-14 12:45:38 -07:00
Awni Hannun
bf6ec92216
Make the GPU device more thread safe ( #1478 )
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* gpu stream safety
* comment
* fix
2024-10-12 17:49:15 -07:00
Awni Hannun
4f9f9ebb6f
Faster Metal unary and binary for general case ( #1431 )
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* faster unary and binary for general case
* update ternary + jit fix
* fix jit
* unary work per thread
2024-09-25 12:07:43 -07:00
Awni Hannun
67b6bf530d
Optimization for general ND copies ( #1421 )
2024-09-17 17:59:51 -07:00
Awni Hannun
4f46e9c997
More fixes for arrays with large sizes ( #1405 )
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* 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
41c603d48a
fix jit reduce ( #1395 )
2024-09-04 14:03:10 -07:00
Alex Barron
28be4de7c2
Fix JIT reductions ( #1373 )
2024-08-28 16:39:11 -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
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
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
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
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
578842954c
fix jit scan when output doesn't have primitive ( #1190 )
2024-06-06 07:24:58 -07:00
Awni Hannun
e7a2a3dcd1
Fix a couple bugs ( #1161 )
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* 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
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
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
