Awni Hannun
66519fb348
fix slice ( #2758 )
2025-11-13 11:30:02 -08:00
Awni Hannun
df58b4133a
[CUDA] Reduce use of managed memory ( #2725 )
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* Use async cuda malloc managed with cuda 13
* add pool threshold
* refactor for regular cuda malloc
* load eval gpu for cuda
* remove use of cuda pool, use cuda free async
* fix
* fix
* fix
* fix
* fix + comment
2025-11-05 16:05:23 -08:00
Awni Hannun
226a1d24e0
Debug cuda conv ( #2662 )
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* use t4
* use t4
2025-10-10 16:12:47 -07:00
Awni Hannun
b0cc71ae71
Faster triu, tril, where with scalar ( #2644 )
2025-10-02 12:21:27 -07:00
Cheng
1ba18ff7d9
[CUDA] Fix conv grads with groups ( #2495 )
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* Put reshape utils in one file
* [CUDA] Fix conv grads with groups
* Put the reshape utils in gpu/copy.h
2025-08-16 10:09:18 +09:00
Cheng
828c5f1137
Use SmallVector for shapes and strides ( #2454 )
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* Use SmallVector for shapes and strides
* Convert SmallVector to tuple
2025-08-05 09:41:03 +09:00
Cheng
86c6a15571
[CUDA] Backward convolution ( #2431 )
2025-08-01 09:54:05 +09:00
Cheng
d34f887abc
Add Primitive::name and remove Primitive::print ( #2365 )
2025-07-14 14:06:35 -07:00
Cheng
6325f60d52
[CUDA] Bundle CCCL for JIT compilation ( #2357 )
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* Ship CCCL for JIT compilation
* Remove cexpf
2025-07-11 18:45:37 -07:00
Awni Hannun
ec0d5db67b
[CUDA] Switch to CUDA graphs ( #2317 )
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* cuda graph prototype
fix signal bug + start to add dependencies
capture more
capture more ops
remaining ops
fix reduce and rope deps
add concurrent context
try update, but not working
cosistent topology order
use node api
use node api directly to reduce overhead
fix bug
use kernels in unary
cache graph
format
fix synchronization
format
* comment
2025-07-02 15:59:13 -07:00
Angelos Katharopoulos
772f471ff2
[CUDA] Fix reductions ( #2314 )
2025-06-27 12:59:20 -07:00
Angelos Katharopoulos
656ed7f780
Fix get 2d grid dims ( #2316 )
2025-06-25 13:03:09 -07:00
Awni Hannun
81bb9a2a9e
Compile float64 functions on CPU ( #2311 )
2025-06-24 10:18:52 -07:00
Angelos Katharopoulos
580776559b
RoPE for CUDA ( #2293 )
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* First working CUDA rope
* Fix random
2025-06-15 06:08:07 -07:00
Cheng
f8bad60609
CUDA backend: unary ops ( #2158 )
2025-06-09 06:45:08 -07:00
Cheng
24f89173d1
CUDA backend: matmul ( #2241 )
2025-06-06 12:24:04 -07:00
Cheng
0bb89e9e5f
Share more common code in Compiled ( #2240 )
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* Share more common code in Compiled
* Remove build_lib_name
2025-06-03 16:48:50 -07:00
Cheng
db5a7c6192
Add memory cache to CUDA backend ( #2221 )
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* Move BufferCache out of allocator
* Add memory cache to cuda backend allocator
* Simplify BufferCache assuming buf can not be null
2025-05-30 12:12:54 -07:00
Cheng
f76ee1ffd2
Move some dims utils to common ( #2223 )
2025-05-29 06:48:30 -07:00
Cheng
eca2f3eb97
Add remove_index utility ( #2173 )
2025-05-13 17:09:56 -07:00
Angelos Katharopoulos
481349495b
GPU Hadamard for large N ( #1879 )
2025-05-01 17:19:17 -07:00
Angelos Katharopoulos
99eefd2ec0
Gather mm new kernel and small refactoring ( #2040 )
2025-04-14 16:37:36 -07:00
Awni Hannun
7b7e2352cd
fix malloc or wait deadlock ( #1976 )
2025-03-20 16:48:43 -07:00
Awni Hannun
c4230747a1
redesign for faster cpu/gpu synch ( #1869 )
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* redesign for faster cpu/gpu synch
* load + more async CPU
* use command encoder API and move more ops to use it
* make fence back-end generic + CPU only fence
* faster build
* fix async eval
* fixes + handle temporaries
* fix / improve cpu conv
* remove unused status, fix siblings
* fix extensions
* fix
* fix no cpu build
* format
* comments
* fix perf regression, remove unecessary abort
* fix events, task limit cpu
* fix waiting
* fix donation / temporaries in normalization
2025-03-06 19:23:38 -08:00
Awni Hannun
4e7cd31d12
Fix slice data size ( #1913 )
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* fix slice data size
* add test
2025-03-02 21:50:42 -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
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
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
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 >
---------
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
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
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
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
e03f0372b1
More shape type ( #1705 )
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* more shape type
* fix
2024-12-19 08:08:20 -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
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
Cheng
6ae5423b4a
Do not pass integers to isnan ( #1664 )
2024-12-07 18:26:23 -08:00
