Commit Graph

9 Commits

Author SHA1 Message Date
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
81bb9a2a9e Compile float64 functions on CPU (#2311) 2025-06-24 10:18:52 -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
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
da8c885784 Simplify removes no-ops from the tape (#1759)
* simplify removes no-ops from the tape

* comment
2025-01-09 11:23:19 -08:00
Awni Hannun
e03f0372b1 More shape type (#1705)
* more shape type

* fix
2024-12-19 08:08:20 -08:00
Awni Hannun
2427fa171e Fix cpu compile (#934)
* fix one cpu bug, test for another

* format hooks

* simplify contiguity check for cpu compile

* fix

* add back donation

* comment
2024-04-01 17:37:12 -07:00
Awni Hannun
5798256fcf Shapeless compilation for some graphs (#687)
* shapeless compilation for some graphs

* update compile benchmark

* default compile a few activations

* buffer donation

* bugfix

* shapeless fix

* update tests to work for cpu and gpu fusion

* test kwargs

* add kwargs to compile

* Recompile when python arguments change

* no compile for tanh

* some constant tests

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-19 21:43:54 -08:00
Awni Hannun
dc937b8ed3 CPU compile (#691)
* build and load shared object for cpu compile

* nits

* cpu compile tests pass

* cpu compile tests pass

* fix preamble for g++

* donation

* fix gpu buffer donation

* reuse prebuilt libraries

* faster contiguity conditoins

* fix test

* rid compiler warning

* fast erf

* Fix float16 for compile and add more types to cpu compile

* Remove a forgotten comment

* use cached libs

* nits

---------

Co-authored-by: Angelos Katharopoulos <a_katharopoulos@apple.com>
2024-02-17 06:54:32 -08:00