Commit Graph

28 Commits

Author SHA1 Message Date
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
1683975acf
Move common gpu primitives to backend/gpu (#2145) 2025-05-05 13:45:29 -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
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)
* 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
1156c84e86
Refactor common into cpu specific and truly common (#1817)
* refactor

* fix extension example

* fix no-cpu
2025-02-03 15:58:02 -08:00
Awni Hannun
516ded618b
Dynamic slicing (#1741)
* 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
40c62c1321
Use int64 stride everywhere (#1671)
* use int64 stride everywhere

* fix ext

* fix ext

* more shape + cleanup

* one more

* few more
2024-12-09 11:09:02 -08:00
Awni Hannun
211411faf2
fix large ops (#1620) 2024-11-24 09:17:10 -08:00
Awni Hannun
2419edd5b2
Faster indexing math in a few kernels (#1589)
* wip: faster compiled kernels

* faster general unary with uint specialization

* index type in compiled, unary, binary, ternary, copy

* fix jit

* jit fix

* specialize gather + scatter

* nit in docs
2024-11-18 19:52:00 -08:00
Awni Hannun
9f0d5c12fc
Fully wrap the command encoder (#1572)
* fully wrap the command encoder

* use consistent style + fix extensions
2024-11-08 11:50:21 -08:00
Awni Hannun
884af42da2
Fix thread group for large arrays (#1543)
* fix thread group for large arrays

* comment

* one more
2024-10-30 16:25:12 -07:00
Awni Hannun
881615b072
Faster metal compiled kernels + some fixes (#1486)
* 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
67b6bf530d
Optimization for general ND copies (#1421) 2024-09-17 17:59:51 -07:00
Awni Hannun
4f46e9c997
More fixes for arrays with large sizes (#1405)
* compile works for big arrays when contiguous

* style

* nits in docs

* a bunch more stuff

* update jit

* update jit

* use constant for shapes and strides and remove elem_to_loc overload

* use kernel instantiation

* docs nits

* update binary and ternary

* comments
2024-09-17 12:46:31 -07:00
Awni Hannun
e7e59c6f05
Fix copying scalars by adding fill_gpu (#1402)
* fix copying scalars by adding fill_gpu

* Another copy scalar changed to fill

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-09-09 15:54:08 -07:00
Angelos Katharopoulos
58dca7d846
Fix copy in the sort primitive (#1383) 2024-08-31 08:32:14 -07:00
Awni Hannun
40b6d67333
Fixes for large arrays with a few ops (#1299)
* fixes for large arrays with a few ops

* fix bug

* fix all of copy
2024-07-30 17:18:39 -07:00
Awni Hannun
83b11bc58d
Fix Metal API validation for empty concat (#1183) 2024-06-04 13:17:08 -07:00
Awni Hannun
226748b3e7
JIT compile option for binary minimization (#1091)
* try cpp 20 for compile

* unary, binary, ternary in jit

* nits

* fix gather/scatter

* fix rebase

* reorg compile

* add ternary to compile

* jit copy

* jit compile flag

* fix build

* use linked function for ternary

* some nits

* docs + circle min size build

* docs + circle min size build

* fix extension

* fix no cpu build

* improve includes
2024-05-22 12:57:13 -07:00
Awni Hannun
06375e6605
Split encoders in non-concurrent context with a max ops per encoder (#1085)
* split encoders

* fix race
2024-05-09 16:21:02 -07:00
Awni Hannun
12d4507ee3
Explicit barriers with concurrent dispatch (#977) 2024-04-10 21:45:31 -07:00
Angelos Katharopoulos
6ee1112f30
Fix copy donation and add partial rope (#881) 2024-03-22 17:28:26 -07:00
Jagrit Digani
cec8661113
Add a SliceUpdate op and primitive (#850)
* Enable copy to work with int64 strides
* Fix uniform buffer indices or copy kernel arguments
* Update utils.h
* Remove manual unrolling of elem to loc loop
* GPU copy updated to handle negative strides
* Add slice update primitive
2024-03-20 10:39:25 -07:00
Awni Hannun
8993382aaa
Buffer Donation (#519)
* buffer donation

* fix to move shared pointer

* format

* gpu in place for copy and binary

* revert ops test

* cpu in place

* a little cleanup

* remove useless bench
2024-01-26 16:30:33 -08:00
Awni Hannun
c9934fe8a4
Metal validation (#432)
* tests clear metal validation

* add cpp test with metal validation to circleci

* nit
2024-01-11 11:57:24 -08:00
Awni Hannun
46a39e5b1f copyright + ack 2023-11-30 11:12:53 -08:00
Awni Hannun
8ca7f9e8e9 awni's commit files 2023-11-29 10:30:41 -08:00