Awni Hannun
428f589364
Revert "More buffer donation in some cases ( #1858 )" ( #1863 )
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This reverts commit d274ae77f2
2025-02-13 14:21:44 -08:00
Alex Barron
5cd97f7ffe
Bitwise Inverse ( #1862 )
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* add bitwise inverse
* add vmap + fix nojit
* inverse -> invert
* add to compile + remove unused
2025-02-13 08:44:14 -08:00
Awni Hannun
e425dc00c0
Faster small batch qmv ( #1861 )
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* faster small batch qmv
* swap batch and block dims for qvm and qmv regular
2025-02-12 22:02:36 -08:00
Awni Hannun
d274ae77f2
More buffer donation in some cases ( #1858 )
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* more donation
* fix
* add test
2025-02-12 19:41:37 -08:00
Angelos Katharopoulos
0145911bea
Fixes output donation for IO ops on the GPU ( #1857 )
2025-02-12 10:52:30 -08:00
Cheng
142b77751d
Fix compilation error on Windows ( #1844 )
2025-02-10 19:53:05 -08:00
Abe Leininger
a5ededf1c3
CPU LU factorization and linear solvers ( #1451 )
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* linalg solve backend
* nits
* more nits + fix
* luf primitive and lu, solve, and solve_triangular backends
* changes / nits
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Co-authored-by: Awni Hannun <awni@apple.com>
2025-02-10 12:32:24 -08:00
Awni Hannun
1c0c118f7c
Fp64 on the CPU ( #1843 )
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* add fp64 data type
* clean build
* update docs
* fix bug
2025-02-07 15:52:22 -08:00
Jagrit Digani
b6c6552d20
Add missing #pragma once ( #1838 )
2025-02-06 11:11:22 -08:00
Awni Hannun
af1b725fda
Fix a couple of slicing bugs ( #1827 )
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* fix a few bugs
* fix conv grad
* speedup test
* comment
2025-02-05 19:50:08 -08:00
Awni Hannun
9174606d4c
fix sort ( #1835 )
2025-02-05 17:16:27 -08:00
Awni Hannun
fe5987b81d
faster sort ( #1831 )
2025-02-05 06:10:22 -08:00
Awni Hannun
a229c8cef0
don't duplicate malloc with custom kernel init ( #1830 )
2025-02-04 13:20:57 -08:00
Awni Hannun
1156c84e86
Refactor common into cpu specific and truly common ( #1817 )
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* refactor
* fix extension example
* fix no-cpu
2025-02-03 15:58:02 -08:00
Jesper Stemann Andersen
2d8e667400
MinGW support ( #1806 )
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* Changed /bin/bash to bash for generating compiling preamble
* Fix wrt jit_compiler mingw like msvc wrt. WEXITSTATUS
* Solved ambiguity wrt. bernoulli test shape
* Disabled distributed/ring on Windows
* Fixed jit_compiler command wrt. MinGW
* Extended jit_compiler patch wrt. WEXITSTATUS to FreeBSD
2025-02-01 12:40:06 -08:00
Awni Hannun
80c863b972
Remove accelerate/ ( #1816 )
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* remove accelerate
* comments
* neon reduction
2025-02-01 07:18:26 -08:00
Angelos Katharopoulos
f5cc1eea72
Allow different value dimensions in sdpa_vector ( #1811 )
2025-01-31 20:58:59 -08:00
Awni Hannun
b7c9f1d38f
scatter axis + gather axis primitives ( #1813 )
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* scatter axis + gather axis primitives
* add transforms
* comment
2025-01-31 20:48:08 -08:00
Awni Hannun
c6fc07f1f4
Unify CPU matmuls, remove unused accelerate conv ( #1814 )
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* unify matmuls
* Update mlx/backend/common/matmul.cpp
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
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Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2025-01-31 14:43:37 -08:00
Awni Hannun
4758c8baa1
Start to cleanup/unify accelerate and common back-ends (Part 1/N) ( #1777 )
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* start to cleanup/unify accelerate and common back-ends
* more progress
* simplify
* add half type and allow infs in simd exp
* unify softmax + quantized, more dispatches to simd quantized mm
* add sin/cos, use simd in vector-scalar ops
* faster CPU vectorize quant
* faster erf/erfinv
2025-01-29 14:34:49 -08:00
Awni Hannun
e6a7ab9675
non square qr ( #1783 )
2025-01-21 14:07:47 -08:00
Angelos Katharopoulos
1f4c127fb9
Move some kernels to get_template_definition ( #1782 )
2025-01-21 08:59:44 -08:00
Awni Hannun
a4667da1eb
Faster synchronization Fence primitive ( #1773 )
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* try faster synchronization
move event
fixes
update bench
fix
fix
* non-functioning kernel
* try alternative fence
* cleanup barrier
* get rid of event_fence
* update benchmarks
* doc string in metal fence
2025-01-17 18:42:19 -08:00
Awni Hannun
f288db8d34
Fix synchronization bug for in stream async works ( #1768 )
2025-01-15 06:07:34 -08:00
Awni Hannun
252e423e81
fix and cleanup event signal/wait for metal ( #1765 )
2025-01-10 18:37:26 -08:00
Alex Barron
c7b0300af5
Fix batched qmv bug ( #1758 )
2025-01-09 11:45:57 -08:00
Awni Hannun
da8c885784
Simplify removes no-ops from the tape ( #1759 )
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* simplify removes no-ops from the tape
* comment
2025-01-09 11:23:19 -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
Cheng
ec36bfa317
Include command stdout in error message ( #1756 )
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* Include command stdout in error message
* On Windows pclose returns the exit code
2025-01-08 07:17:03 -08:00
Cheng
b8f76f717a
Print exceptions in eval_cpu/eval_gpu and abort ( #1754 )
2025-01-08 06:31:09 -08:00
Awni Hannun
d1766f2c70
Add boolean mask support in vector SDPA ( #1757 )
2025-01-07 20:24:53 -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
d5ec172c95
Allow boolean mask in sdpa ( #1753 )
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* allow boolean mask in sdpa
* more permissive donation in ternary
2025-01-06 16:57:07 -08:00
Awni Hannun
058d6ce683
mpi send use input as output ( #1750 )
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* mpi send use input as output
* move earlier
2025-01-06 06:08:43 -08:00
Awni Hannun
259025100e
Fix nd ternary on GPU ( #1746 )
2025-01-03 11:52:17 -08:00
Awni Hannun
6fa0501387
Fix concatenate/slice_update vjp + reduce binary size ( #1735 )
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* fix concatenate vjp + reduce binary size
* also cast in slice update
2025-01-02 16:36:33 -08:00
Cheng
935c8c4bb1
Make mx.compile work on Windows ( #1697 )
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* Invoke MSVC on Windows in mx.compile
* Export kernel symbol on MSVC
* Remove unused template
* Parse env pairs in a robust way
* No need of cassert
* Remove unnecessary helpers
* Fix right trim
* Move command building to a separate file
* Missing header
* Do not pollute cwd with cl.exe
* Simplify str concat
* Pass output dir
* Fix styling
2024-12-24 07:02:33 -08:00
Valentin Roussellet
88f993da38
Explicit parentheses around some logical operators ( #1732 )
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* fix some warnings
* format
2024-12-24 07:02:20 -08:00
Awni Hannun
ebfe64b92d
shapeless slice update and broadcast when possible ( #1727 )
2024-12-23 11:25:15 -08:00
Awni Hannun
0308e9af71
Allow offset to be an mx.array for mx.fast.rope ( #1724 )
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* allow offset for rope
* comment
2024-12-19 15:51:44 -08:00
Awni Hannun
e03f0372b1
More shape type ( #1705 )
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* more shape type
* fix
2024-12-19 08:08:20 -08:00
Awni Hannun
7480059306
track resource limit and throw if exceeded ( #1718 )
2024-12-18 18:45:58 -08:00
Cheng
070bd433ab
Shorter kernel name for Windows ( #1701 )
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* Shorter kernel name for Windows
* Only hash the clipped part
2024-12-17 18:51:38 -08:00
Awni Hannun
9111999af3
Fix small sort with metal validation ( #1695 )
2024-12-12 09:21:45 -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
Cheng
4d595a2a39
Make compiled preamble work in MSVC ( #1675 )
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* Make compiled preamble work in MSVC
* Remove logging
* Only use powershell for MSVC
2024-12-12 08:55:49 -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
f3dfa36a3a
Fix x86 tests ( #1691 )
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* fix x86 tests
* comment
2024-12-11 07:47:18 -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
40c62c1321
Use int64 stride everywhere ( #1671 )
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* use int64 stride everywhere
* fix ext
* fix ext
* more shape + cleanup
* one more
* few more
2024-12-09 11:09:02 -08:00
