Awni Hannun
7bb063bcb3
Enable vjp for quantized scale and bias ( #2129 )
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* Enable vjp for quantized scale and bias
* higher tol
2025-04-29 13:03:09 -07:00
hdeng-apple
167b759a38
Fix typos ( #2136 )
2025-04-29 07:26:05 -07:00
charan-003
99b9868859
Clarify dimension notation in conv1d, conv2d, and conv3d docstrings ( #2123 )
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* Clarify dimension notation in conv1d, conv2d, and conv3d docstrings
* Updating transposed convs in conv1d, conv2d, and conv3d
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Co-authored-by: Sai Charan Arvapally <saicharan@Sais-MacBook-Pro.local>
2025-04-25 12:18:30 -07:00
Awni Hannun
fbc89e3ced
fix pinv ( #2110 )
2025-04-23 13:08:28 -07:00
Param Thakkar
600e87e03c
Added output_padding parameters in conv_transpose ( #2092 )
2025-04-23 09:26:33 -07:00
Hyunsung Lee
3836445241
Add broadcast_shapes in python API ( #2091 )
2025-04-22 18:57:39 -07:00
Yury Popov
1d2c9d6a07
Complex scan ( #2094 )
2025-04-22 18:56:28 -07:00
Awni Hannun
e8ac6bd2f5
irfft throws instead of segfaults on scalars ( #2109 )
2025-04-22 10:25:55 -07:00
Awni Hannun
fdadc4f22c
Add more complex unary ops ( #2101 )
2025-04-21 13:04:54 -07:00
Awni Hannun
79b527f45f
conv vmap ( #2102 )
2025-04-21 13:04:39 -07:00
Awni Hannun
dc4eada7f0
Use unordered map for kwargs in export/import ( #2087 )
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* use unordered map for kwargs in export/import
* comment
2025-04-21 07:17:22 -07:00
Awni Hannun
55935ccae7
fix py gc edge case ( #2079 )
2025-04-18 12:46:53 -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
Yury Popov
e9e268336b
LogCumSumExp ( #2069 )
2025-04-13 01:27:29 -07:00
Angelos Katharopoulos
c4189a38e4
Add float mask to sdpa vector ( #2068 )
2025-04-11 17:29:40 -07:00
Awni Hannun
68d1b3256b
nit: fix exception handling ( #2066 )
2025-04-11 14:12:08 -07:00
Awni Hannun
ef7ece9851
fix fft bug ( #2062 )
2025-04-10 19:41:27 -07:00
Angelos Katharopoulos
ddaa4b7dcb
Fix the test and add custom min/max reductions for uncommon MPI types ( #2060 )
2025-04-10 17:01:17 -07:00
Anastasiia Filippova
515f104926
Min / max reductions ( #2041 )
2025-04-09 23:22:20 -07:00
Awni Hannun
00794c42bc
Fix causal mask sdpa vec ( #2053 )
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* fix sdpa vector causal mask
* test
2025-04-08 09:11:23 -07:00
Awni Hannun
f2c85308c1
add a half simd gemm fallback ( #2046 )
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* add a half simd gemm fallback
* nit
2025-04-07 09:31:29 -07:00
Awni Hannun
ec5e2aae61
nit in doc ( #2044 )
2025-04-04 12:04:17 -07:00
Jagrit Digani
3290bfa690
Add new sdpa function overload ( #2035 )
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* Add new sdpa function overload
* Address comments
* Remove std::varaint from cpp sdpa function
2025-04-03 11:58:28 -07:00
Jagrit Digani
8777fd104f
Depthwise Conv2D optimization ( #2036 )
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- Add new specialized kernel for small kernel (kernels size <= 7), small strides (strides <= 2) depthwise 2d convolutions
- Add related tests
2025-04-03 09:42:04 -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
Angelos Katharopoulos
ec2854b13a
Swap -inf for finite_minimum value ( #2029 )
2025-03-30 21:55:04 -07:00
Stephen Panaro
90823d2938
Add missing funcs to docs ( #2021 )
2025-03-30 18:29:33 -07:00
Awni Hannun
28f39e9038
Log for complex numbers in Metal ( #2025 )
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* Log for complex numbers in Metal
* fix log2
2025-03-30 17:04:38 -07:00
Awni Hannun
05d7118561
causal vector sdpa ( #2018 )
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* causal vector sdpa
* get rid of memory threshold
2025-03-28 12:36:13 -07:00
Awni Hannun
98b901ad66
enable complex gemm ( #2017 )
2025-03-28 10:45:13 -07:00
Awni Hannun
5580b47291
iinfo and scalar overflow detection ( #2009 )
2025-03-27 19:54:56 -07:00
Yi Wang
a8931306e1
Remove unused variable in CMakeBuild ( #2011 )
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Fix https://github.com/ml-explore/mlx/issues/2010
2025-03-27 16:00:51 -07:00
Chunyang Wen
022eabb734
Remove unused import ( #1987 )
2025-03-24 20:19:32 -07:00
Awni Hannun
a84cc0123f
promote mask when needed ( #1998 )
2025-03-23 19:58:28 -07:00
Angelos Katharopoulos
4eef8102c9
Distributed layers ( #1270 )
2025-03-21 13:52:17 -07:00
Angelos Katharopoulos
69e4dd506b
Add a ring all gather ( #1985 )
2025-03-21 13:36:51 -07:00
Awni Hannun
2a980a76ce
Add stats and limit to common allocator and enable tests ( #1988 )
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* add stats to common allocator and enable tests
* linux memory and default
* fix
2025-03-21 12:28:36 -07:00
Awni Hannun
4e1994e9d7
move memory APIs into top level mlx.core ( #1982 )
2025-03-21 07:25:12 -07:00
jiyzhang
65a38c452b
update the formula of smooth_l1_loss ( #1986 )
2025-03-21 06:25:23 -07:00
Awni Hannun
7b7e2352cd
fix malloc or wait deadlock ( #1976 )
2025-03-20 16:48:43 -07:00
Awni Hannun
005e7efa64
fix mask in sdpa ( #1980 )
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* fix mask in sdpa
* fix attention mask
* Re-enable routing for array mask
---------
Co-authored-by: Jagrit Digani <digani@apple.com>
2025-03-20 14:53:12 -07:00
Jagrit Digani
b42d13ec84
Update attention tests to show diff, disable array masks ( #1978 )
2025-03-20 14:25:38 -07:00
Jagrit Digani
9adcd1a650
Support fused masking in Attention ( #1924 )
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* Update API to allow mask='causal' in fast::sdpa
* Add fallback
* Update steel::AttnParams
* Fix typo
* WIP, basic causal
* Update tests
* Update benchmarking
* Update masking loop limits
* Add bool masking and update tests
* Update additive mask
* Update benchmarks
* Update benchmarks
* Update tests
* Update for bfloat error
* Update early exit
* Add random seed to tests
2025-03-20 11:01:32 -07:00
Awni Hannun
3c164fca8c
Fix multistream GPU deadlock ( #1969 )
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* fix multistream GPU deadlock
* comments
2025-03-20 07:19:47 -07:00
jiyzhang
95e335db7b
Update smooth_l1_loss in losses.py ( #1974 )
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According the definition of smooth_l1_loss, the line
diff = predictions - targets
Should be updated to
diff = mx.abs(predictions - targets)
After the modification, the result is consistent with PyTorch smooth_l1_loss
2025-03-19 20:19:02 -07:00
Chunyang Wen
3779150750
refactor: all use schedule ( #1973 )
2025-03-19 11:24:04 -07:00
Chunyang Wen
45ad06aac8
Fix typo; Fix lint warning when reuse the same name ( #1968 )
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* Fix typo; Fix lint warning when reuse the same name
* Add missing period
2025-03-18 07:12:24 -07:00
Awni Hannun
c6ea2ba329
Use same accumulation precision in gemv as gemm ( #1962 )
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* use same accumulation precision in gemv as gemm
* faster
* fix compile
2025-03-16 07:13:24 -07:00
Awni Hannun
2770a10240
fix grad with inplace updates ( #1961 )
2025-03-13 19:13:09 -07:00
