CCYeh
be9e2aebd6
Shapeless support for zeros/ones_like ( #2726 )
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* shapeless support for zeros/ones_like
* Improvements
* fix access after moved
2025-11-06 19:12:20 -08:00
Awni Hannun
93d76b0f30
Fix compile multi capture ( #2678 )
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* fix compile when compiling multiple lambdas with the same capture
* add test
2025-11-03 06:33:43 -08:00
Awni Hannun
e89e8b4272
Export with callback ( #2612 )
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* export with callback
* export with callback
* Add types, fix kwarg ordering bug + test
* cleanup, test, fix
* typos
2025-10-08 19:24:33 -07:00
Awni Hannun
a7a94b29d7
Fix compile when outputs change ( #2648 )
2025-10-03 08:40:57 -07:00
Angelos Katharopoulos
eb24267b56
Compile now can attach arbitrary data to an entry ( #2634 )
2025-09-30 13:33:27 -07:00
Awni Hannun
dc371ae7a5
fix for max block dim ( #2631 )
2025-09-29 08:59:25 -07:00
Awni Hannun
d4f4ff3c5e
Allow None input to compiled functions ( #2621 )
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* Allow None input to compiled functions
* Allow None input to compiled functions
2025-09-25 08:42:23 -07:00
Awni Hannun
0b807893a7
fix wraps compile ( #2461 )
2025-08-04 16:14:18 -07:00
Angelos Katharopoulos
2c11d10f8d
Split broadcast so it is always fused in compile ( #2318 )
2025-06-26 22:08:18 -07:00
Awni Hannun
81bb9a2a9e
Compile float64 functions on CPU ( #2311 )
2025-06-24 10:18:52 -07:00
Awni Hannun
4fda5fbdf9
add python testing for cuda with ability to skip list of tests ( #2295 )
2025-06-15 10:56:48 -07:00
Awni Hannun
4e1994e9d7
move memory APIs into top level mlx.core ( #1982 )
2025-03-21 07:25:12 -07:00
Awni Hannun
7face5d9fd
fix cpu compile ( #1897 )
2025-02-24 14:10:30 -08:00
Awni Hannun
c707b2b0a6
Limit compile buffers ( #1887 )
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* limit compile buffers
* maybe not flaky test
2025-02-19 20:28:13 -08:00
Awni Hannun
2a45056ba8
Cycle leak break ( #1856 )
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* detect and break leaks in custom function
* detect and break leaks in custom function
2025-02-11 14:45:02 -08:00
Awni Hannun
90532b1f37
recompile when shapeless is different ( #1776 )
2025-01-20 21:07:10 -08:00
Awni Hannun
1ccaf80575
Dynamic broadcasting for shapeless compile/export ( #1722 )
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* working towards dynamic broadcast
* shapeless broadcast
* fix build + nits
* use broadcast arrays in quantize matmul
* some cleanup / consistency
* mend
* some comments
* add vjp, jvp for broadcast axes
2025-01-09 11:04:24 -08:00
Awni Hannun
ae69cb15e9
shapeless compile in docs and partially shapeless reshape ( #1742 )
2025-01-02 16:24:42 -08:00
Awni Hannun
ebfe64b92d
shapeless slice update and broadcast when possible ( #1727 )
2024-12-23 11:25:15 -08:00
Awni Hannun
4e1e9520e1
Flatten and unflatten ( #1692 )
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* flatten and unflatten
* fix grad
* fix shape infer
* use squeeze + unsqueeze in get_item
2024-12-11 21:51:37 -08:00
Awni Hannun
f76a49e555
ExpandDims primitive (#1687 )
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* add squeeze primitive
* simplify squeeze, use in gather
* fix
* fix
* fix
* fix
* fix no cpu
* use squeeze in matmul and friends
* expand dims primitive
* comment
2024-12-10 16:39:07 -08:00
Awni Hannun
35b412c099
Fix compile hasher for string constants. ( #1677 )
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* fix hash
* add test
* nit
2024-12-09 09:26:18 -08:00
Awni Hannun
c26208f67d
Remove Hazard tracking with Fences ( #1509 )
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* remove hazard tracking
* with fence map
* no hazard tracking with fences
* nits
* fix fence retain
* cleanup
* fix quantized rebase
2024-10-21 19:33:32 -07:00
Awni Hannun
92d7cb71f8
Fix compile ( #1501 )
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* fix compile
* fix space
2024-10-18 11:06:40 -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
3ae6aabe9f
throw for certain cases of non captured inputs in compile ( #1401 )
2024-09-09 14:54:31 -07:00
Awni Hannun
0d302cd25b
Fix compiel with byte sized constants ( #1381 )
2024-08-30 17:24:35 -07:00
Awni Hannun
5b0af4cdb1
fix donation condition for compilation ( #1237 )
2024-06-26 09:04:05 -07:00
Nikhil Mehta
0b7d71fd2f
Add softmin, hardshrink, hardtanh ( #1180 )
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Co-authored-by: Nikhil Mehta <nikmehta@tesla.com >
2024-06-04 15:48:18 -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
Angelos Katharopoulos
1a87dc5ea8
Fix compile fusion for multi-output edge cases ( #950 )
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* Fix compile fusion for multi-output edge cases
* Add a test for multi-output compile
2024-04-02 08:42:31 -07:00
Awni Hannun
2427fa171e
Fix cpu compile ( #934 )
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* fix one cpu bug, test for another
* format hooks
* simplify contiguity check for cpu compile
* fix
* add back donation
* comment
2024-04-01 17:37:12 -07:00
Angelos Katharopoulos
76c919b4ec
NumberOfElements for shapeless compile and vmap fixes ( #802 )
2024-03-13 10:34:14 -07:00
Awni Hannun
0e95b64942
Fix bug in tape order during simplify ( #816 )
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* fix bug in tape order during simplify
* properly fix compile
* last bug
2024-03-11 17:29:05 -07:00
Awni Hannun
7c441600fe
Compile stride bug ( #812 )
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* fix compile stride bug
* revert sdpa fix
* fix cpu
* fix bug with simplifying outputs
2024-03-11 06:31:31 -07:00
Awni Hannun
fe1dabf272
Fix compile with non standard types ( #745 )
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* refactor tree utils
* fix compile + tree code refactor
* Add an extra test
* add a few missing activations to docs
* hash structure
* Encode the full argument structure
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Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com >
2024-02-26 19:28:53 -08:00
Awni Hannun
e6418781ab
Fix logsumexp edge case ( #740 )
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* fix logsumexp
* fix inf constant
* also fix power grad
* fix ternary dispatch
2024-02-25 08:39:55 -08:00
Awni Hannun
5798256fcf
Shapeless compilation for some graphs ( #687 )
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* shapeless compilation for some graphs
* update compile benchmark
* default compile a few activations
* buffer donation
* bugfix
* shapeless fix
* update tests to work for cpu and gpu fusion
* test kwargs
* add kwargs to compile
* Recompile when python arguments change
* no compile for tanh
* some constant tests
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Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com >
2024-02-19 21:43:54 -08:00
Awni Hannun
1b97b2958b
Compile with capture ( #629 )
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* Simple kernel generation
* Remove the generate kernel from graph_utils
* fix multi-output with compile
* fuse with stopgrad
* v1 input, output capture in compile
* cleanup tree update with visitor update
* nit
* remove todo
* state for model, optional explicit init and more pure optimizer steps
* move learning rate to state
* add lr to opt state, some fixes in capture
* fix optim
* update tuple of containers as well
* fix stream for compiled output
* rng state for compile
* nit
* updates and comments
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Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com >
2024-02-07 17:29:22 -08:00
Awni Hannun
d75ae52ecd
Compile primitive ( #571 )
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* Compiled primitive with basic binary, unary graph-level fusion
2024-02-05 06:51:22 -08:00
Awni Hannun
8fa6b322b9
Compile front-end ( #476 )
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* fix tests for linux
* make a move on compile
* basic compile scaffold works
* compile binding
* clean
* fix
* fix grad, more tests
* basic python tests
* fix segfault on python exit
* compile works with python closures
* fix test
* fix python globals bug, and erase
* simplify
* more cpp tests
* bug fix with move function and compile at exit
* simplify inputs also
* enable and disable compiler
* remove simplify
* simplify tests use compile now
* fix multi-output with compile
* clear output tree from cache when function goes out of scope
* ../python/src/transforms.cpp
* remove closure capture
* comments
2024-01-26 13:45:30 -08:00
