Commit Graph

10 Commits

Author SHA1 Message Date
jayhshah
a5a75274bc
FA3 kvcache + split kv + gqa parallelization (#1236) 2024-10-15 00:21:22 -07:00
hlky
8476986721
Fix FAv3 compilation with MSVC (#1240) 2024-09-20 12:44:59 -07:00
Ying Zhang
dff976a84a fixes 2024-09-16 15:44:44 -07:00
Tri Dao
bafe253042 [FA3] Bwd 2024-08-01 01:57:06 -07:00
jayhshah
5018ac6ac5
Fp8 kernel with "in-kernel" transpose of V in producer (#1100)
* base version

* restructure pipelines, add special fp8 epilogue

* add variants

* add fp8 causal and modify dynamic tile scheduler

* better causal schedule

* maintain two schedules for non causal and causal

* removing macros

* fix regression

* clean up unneeded methods and variants

* fix mistake with NumProducerThreads

* base version

* restructure pipelines, add special fp8 epilogue

* add variants

* add fp8 causal and modify dynamic tile scheduler

* better causal schedule

* maintain two schedules for non causal and causal

* removing macros

* fix regression

* clean up unneeded methods and variants

* fix mistake with NumProducerThreads

* use seqlen traits

* add fp8 .cu files and benchmark script

* fix merge issue

* fix merge issue

* fix merge issue

* remove duplicate code

* fix regression with varseqlen

* move varseqlen init in constexpr

* fix test script

* more constexpr on varseqlen and add max offset

* add back test cases
2024-07-30 14:14:14 -07:00
Tri Dao
3aae9c18c1 Revert "Changes For FP8 (#1075)"
This reverts commit 1899c970c8.
2024-07-25 01:28:44 -07:00
ganeshcolfax
1899c970c8
Changes For FP8 (#1075)
* adding files for fp8 changes.

* removed contiguous check.

* enable all tests except odd-seq-lengths, where it crashes now.

* undid clang formatting.

* change to correct tile size for headdim=128.

* fixed odd-seq-len-k.

* minor formatting.

* minor reformatting.

---------

Co-authored-by: Tri Dao <tridao@users.noreply.github.com>
2024-07-23 13:51:14 -07:00
janEbert
3c4053b75c
Make FA3 externally importable (#1053)
Library name to import is `flash_attn_interface`, which matches the
test.
2024-07-22 21:34:56 -07:00
Tri Dao
74b0761ff7 [FA3] BF16 forward 2024-07-14 23:39:46 -07:00
Tri Dao
7f67966cc7 FA3 initial code release 2024-07-11 09:53:36 -07:00