Awni Hannun
a14aaa7c9d
Fix cuda arg reduce ( #2291 )
2025-06-14 17:54:00 -07:00
Awni Hannun
a6d780154f
fix cuda gemm for bf16 ( #2288 )
2025-06-13 22:10:46 -07:00
Awni Hannun
6871e2eeb7
fix cuda jit ( #2287 )
2025-06-13 19:21:46 -07:00
Awni Hannun
8402a2acf4
Fix complex power and print ( #2286 )
...
* fix complex power and print
* fix complex matmul shape
2025-06-13 11:13:00 -07:00
Jagrit Digani
fddb6933e1
Collection of refactors ( #2274 )
...
* Refactor gemv into a function
* Refactor splitk step 1
* Refactor split k axpby
* Rearrange steel_gemm_regular
* Redirect steel_gemm_regular
* Add axpby routing to steel_matmul_regular
* Refactor AddMM step 1
* Redirect steel_gemm
* Update addmm
* Comments and format
* Some cleanup
* Add architecture gen to device
* Update no copy condition in normalization to account for axis size 1
2025-06-13 10:44:56 -07:00
Cheng
c8b4787e4e
CUDA backend: indexing ops ( #2277 )
2025-06-12 21:44:19 -07:00
Awni Hannun
2188199ff8
[CUDA] ternary with select op ( #2283 )
...
* cuda ternary with select op
* comment + fix
* fix
2025-06-12 20:24:43 -07:00
Awni Hannun
aa07429bad
Fix cuda build ( #2284 )
2025-06-12 17:48:05 -07:00
Awni Hannun
918761a25a
[CUDA] RMSNorm and VJP ( #2280 )
...
* rms norm start
* nit
2025-06-12 17:09:49 -07:00
Cheng
a4fc671d3e
CUDA backend: compile ( #2276 )
...
* CUDA backend: compile
* Rename kernels/ to device/
2025-06-12 17:08:39 -07:00
Awni Hannun
f5f65ef48c
Make sliceUpdate general ( #2282 )
...
* Make sliceUpdate general
* fix
2025-06-12 16:48:54 -07:00
Cheng
c2dd81a8aa
Fix warnings from latest CUDA toolkit ( #2275 )
2025-06-12 06:03:01 -07:00
Cheng
d7e680ffe4
CUDA backend: layernorm ( #2271 )
2025-06-11 15:48:32 -07:00
Cheng
c371baf53a
CUDA backend: softmax ( #2272 )
2025-06-11 13:55:22 -07:00
Cheng
ccf78f566c
CUDA backend: argreduce ( #2270 )
2025-06-11 13:26:17 -07:00
Cheng
c9fa68664a
CUDA backend: reduce ( #2269 )
2025-06-11 11:22:25 -07:00
Awni Hannun
c35f4d089a
start cuda circle config ( #2256 )
...
* rebase
* fix metal kernel linking issue on cuda
* start cuda circle config
2025-06-10 21:19:47 -07:00
Angelos Katharopoulos
8590c0941e
Add load_safe to the general conv loaders ( #2258 )
2025-06-10 20:58:16 -07:00
Cheng
99c33d011d
rebase + nit ( #2260 )
...
Co-authored-by: Awni Hannun <awni@apple.com>
2025-06-10 10:51:51 -07:00
Awni Hannun
62fecf3e13
fix conv export ( #2265 )
2025-06-10 09:34:01 -07:00
Cheng
7c4eb5d03e
CUDA backend: random ( #2261 )
2025-06-10 08:59:56 -07:00
Cheng
bae9a6b404
CUDA backend: sort ( #2262 )
...
Co-authored-by: Awni Hannun <awni@apple.com>
2025-06-10 08:59:47 -07:00
Cheng
7ebb2e0193
CUDA backend: binary ops ( #2259 )
2025-06-10 06:37:40 -07:00
Awni Hannun
9ce77798b1
fix export to work with gather/scatter axis ( #2263 )
2025-06-09 20:37:27 -07:00
Cheng
f8bad60609
CUDA backend: unary ops ( #2158 )
2025-06-09 06:45:08 -07:00
Awni Hannun
1ca616844b
Fix unintuitive metal kernel caching ( #2242 )
...
* Fix unintuitive metal kernel caching
* alternative solution
2025-06-06 20:08:15 -07:00
Angelos Katharopoulos
2e8cf0b450
Change layernorms to two pass algorithm ( #2246 )
2025-06-06 13:34:56 -07:00
Cheng
24f89173d1
CUDA backend: matmul ( #2241 )
2025-06-06 12:24:04 -07:00
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
Cheng
52dc8c8cd5
Add profiler annotations in common primitives for CUDA backend ( #2244 )
2025-06-04 19:55:12 -07:00
Angelos Katharopoulos
aede70e81d
Perf regression fix ( #2243 )
2025-06-03 17:55:12 -07:00
Cheng
85a8beb5e4
Avoid atomic updates across CPU/GPU in CUDA event ( #2231 )
2025-06-03 16:49:06 -07:00
Cheng
0bb89e9e5f
Share more common code in Compiled ( #2240 )
...
* Share more common code in Compiled
* Remove build_lib_name
2025-06-03 16:48:50 -07:00
Cheng
5685ceb3c7
Avoid invoking allocator::malloc when creating CUDA event ( #2232 )
2025-06-03 16:48:40 -07:00
Suryash Malviya
0408ba0a76
Optimizing Complex Matrix Multiplication using Karatsuba’s Algorithm ( #2220 )
...
* Implementing Complex Matmul using Karatsuba Algorithm
* Implemented Karatsuba's Algorithm for complex matmul and pre-commit them
* fix
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2025-06-02 15:58:46 -07:00
Awni Hannun
cbad6c3093
version ( #2237 )
2025-06-02 15:58:33 -07:00
Cheng
1b021f6984
Fast primitives decide when to use the fallback ( #2216 )
2025-06-02 13:26:37 -07:00
Cheng
95b7551d65
Do not check event.is_signaled() in eval_impl ( #2230 )
2025-06-02 13:23:34 -07:00
Cheng
db5a7c6192
Add memory cache to CUDA backend ( #2221 )
...
* 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
Awni Hannun
6ef2f67e7f
5bit quants ( #2226 )
...
* 5bit quants
* 5bit quants
2025-05-30 12:12:10 -07:00
Cheng
f76ee1ffd2
Move some dims utils to common ( #2223 )
2025-05-29 06:48:30 -07:00
Cheng
54a71f270a
Remove unused defines ( #2217 )
2025-05-23 06:14:58 -07:00
Cheng
79071bfba4
Fix out-of-bounds default value in logsumexp/softmax ( #2213 )
2025-05-21 07:25:16 -07:00
Cheng
7774b87cbd
Remove redundant simd_sum in logsumexp ( #2210 )
2025-05-21 07:25:03 -07:00
Cheng
35c87741cf
Build for compute capability 70 instead of 75 ( #2209 )
2025-05-20 19:42:48 -07:00
Clement Liaw
ab8883dd55
include mlx::core::version() symbols in the mlx static library ( #2207 )
2025-05-20 07:39:11 -07:00
Awni Hannun
eebe73001a
fix large arg reduce ( #2206 )
2025-05-19 13:10:44 -07:00
Cheng
237f9e58a8
Fix BEFORE keyword in target_include_directories ( #2204 )
2025-05-19 06:10:44 -07:00
Awni Hannun
8576e6fe36
fix conv2d bug + faster conv 1d ( #2195 )
...
* fix conv2d bug + faster conv 1d
* revert sort + flaky test
2025-05-18 06:05:11 -07:00
Angelos Katharopoulos
0654543dcc
Add complex eigh ( #2191 )
2025-05-18 00:18:43 -07:00
Awni Hannun
48ef3e74e2
reduce vjp for all and any ( #2193 )
2025-05-16 08:38:49 -07:00
Cheng
7d4b378952
Include cuda_bf16.h for bfloat16 overloads ( #2192 )
...
* Include cuda_bf16.h for bfloat16 overloads
* Add NO_GPU_MULTI(Eig) in cuda backend
2025-05-16 06:44:42 -07:00
Jack Wind
7ff5c41e06
Add set_threadgroup_memory_length to CommandEncoder ( #2183 )
2025-05-16 00:28:03 -07:00
Awni Hannun
602f43e3d1
fix conv grad ( #2187 )
2025-05-15 19:20:36 -07:00
Awni Hannun
c1eb9d05d9
non-symmetric eig and eigh ( #2188 )
2025-05-15 13:01:44 -07:00
Angelos Katharopoulos
cf6c939e86
Fix some complex vjps ( #2178 )
2025-05-14 23:37:12 -07:00
Angelos Katharopoulos
130df35e1b
Add random normal distribution for complex numbers ( #2182 )
2025-05-13 22:43:45 -07:00
Cheng
0751263dec
Fix typo in row_reduce_small ( #2179 )
2025-05-13 20:19:54 -07:00
Cheng
eca2f3eb97
Add remove_index utility ( #2173 )
2025-05-13 17:09:56 -07:00
Angelos Katharopoulos
3aa9cf3f9e
Fix put_along_axis for empty arrays ( #2181 )
2025-05-13 14:27:53 -07:00
Awni Hannun
8f3d208dce
Close a couple edge case bugs: hadamard and addmm on empty inputs ( #2177 )
...
* handle hadamard and addmm on empty inputs
* fix
2025-05-12 10:48:57 -07:00
Awni Hannun
659a51919f
patch bump ( #2162 )
2025-05-09 14:35:14 -07:00
Awni Hannun
6661387066
Fix fft for integer overflow ( #2161 )
2025-05-09 14:25:12 -07:00
ATurker
a7fae8a176
fix: conv_general differences between gpu, cpu ( #2070 )
...
* fix general_conv padding
* fix bugs
* add test
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2025-05-09 10:26:52 -07:00
Cheng
0cae0bdac8
CUDA backend: backbone ( #2075 )
2025-05-06 21:26:46 -07:00
Awni Hannun
5a1a5d5ed1
fix input coherent kernel launch ( #2153 )
2025-05-05 17:30:50 -07:00
Cheng
1683975acf
Move common gpu primitives to backend/gpu ( #2145 )
2025-05-05 13:45:29 -07:00
Awni Hannun
af705590ac
fix batched vector sdpa ( #2152 )
2025-05-05 13:13:03 -07:00
Awni Hannun
825124af8f
fix bw for elementwise ops ( #2151 )
...
* fix bw for elementwise ops
* add compile
* fix
* fix
* fix
* fix
2025-05-05 06:15:04 -07:00
Awni Hannun
9c5e7da507
fix compile merging ( #2150 )
2025-05-02 15:08:50 -07:00
Angelos Katharopoulos
481349495b
GPU Hadamard for large N ( #1879 )
2025-05-01 17:19:17 -07:00
Awni Hannun
9daa6b003f
fix shapeless export ( #2148 )
2025-05-01 15:02:02 -07:00
Awni Hannun
e496c5a4b4
fix integer overflow in qmm ( #2143 )
2025-04-30 09:28:56 -07:00
Awni Hannun
f1606486d2
Generalize gpu backend ( #2138 )
...
* generalize gpu backend
* fix no_gpu build
* fix no_gpu build
* generalize gpu backend
2025-04-30 09:08:17 -07:00
Aashiq Dheeraj
bb6565ef14
add fftshift and ifftshift fft helpers ( #2135 )
...
* add fftshift and ifftshift fft helpers
* address comments
* axes have to be iterable
* fix fp error in roll + add test
---------
Co-authored-by: Aashiq Dheeraj <aashiq@aashiq-mbp-m4.local>
2025-04-29 22:13:45 -07:00
Awni Hannun
7bb063bcb3
Enable vjp for quantized scale and bias ( #2129 )
...
* Enable vjp for quantized scale and bias
* higher tol
2025-04-29 13:03:09 -07:00
Alex Chi Z.
b36dd472bb
return library if it is successfully loaded ( #2131 )
2025-04-29 07:30:36 -07:00
hdeng-apple
167b759a38
Fix typos ( #2136 )
2025-04-29 07:26:05 -07:00
1ndig0
6b2d5448f2
Fix the error message in mx.right_shift and mx.left_shift ( #2121 )
...
* update right_shift and lef_shift
* simplify
---------
Co-authored-by: Awni Hannun <awni@apple.com>
2025-04-25 09:14:28 -07:00
Awni Hannun
eaf709b83e
patch ( #2119 )
2025-04-24 16:11:07 -07:00
Angelos Katharopoulos
f0e70afff0
Fix swift pm load ( #2117 )
2025-04-24 10:58:29 -07:00
hdeng-apple
86984cad68
Remove static initializers ( #2059 )
...
* Remove static initializers in device.cpp, load.cpp, pocketfft.h
* Remove static initializer InTracing::trace_stack
* Remove static initializer of CompilerCache cache
* Revert changes in pocketfft.h
* Remove duplicate private section of thread_pool()
2025-04-24 06:14:49 -07:00
Awni Hannun
fbc89e3ced
fix pinv ( #2110 )
2025-04-23 13:08:28 -07:00
hdeng-apple
38c1e720c2
Search mlx.metallib in macOS framework "Resources" dir ( #2061 )
...
---------
Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2025-04-23 09:53:13 -07:00
Param Thakkar
600e87e03c
Added output_padding parameters in conv_transpose ( #2092 )
2025-04-23 09:26:33 -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 )
...
* use unordered map for kwargs in export/import
* comment
2025-04-21 07:17:22 -07:00
Cheng
70ebc3b598
Return const ref in array::data_shared_ptr ( #2100 )
2025-04-21 07:17:09 -07:00
Cheng
b13f2aed16
Introduce macros for dispatching dynamic dtypes as static types ( #2073 )
2025-04-19 06:16:30 -07:00
Param Thakkar
5f04c0f818
Fixed shift operations issue ( #2080 )
...
* Fixed shift operations issue
* Added tests and fixes
* Fixed loop syntax error
* Added tests for bool
* Fixed typo
2025-04-18 14:28:33 -07:00
Awni Hannun
b529515eb1
minor bump ( #2081 )
2025-04-17 14:57:11 -07:00
Angelos Katharopoulos
3cde719eb7
Route to gather qmm only for many tokens per expert ( #2082 )
2025-04-17 14:53:08 -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
ef7ece9851
fix fft bug ( #2062 )
2025-04-10 19:41:27 -07:00
