github/ColossalAI
1
0
Fork 0
mirror of https://github.com/hpcaitech/ColossalAI.git synced 2025-09-11 05:49:55 +00:00
Code Issues Packages Projects Releases Wiki Activity

[Inference]Support FP16/BF16 Flash Attention 2 And Add high_precision Flag To Rotary Embedding (#5461)

Browse Source 
* Support FP16/BF16 Flash Attention 2

* fix bugs in test_kv_cache_memcpy.py

* add context_kv_cache_memcpy_kernel.cu

* rm typename MT

* add tail process

* add high_precision

* add high_precision to config.py

* rm unused code

* change the comment for the high_precision parameter

* update test_rotary_embdding_unpad.py

* fix vector_copy_utils.h

* add comment for self.high_precision when using float32
This commit is contained in:
yuehuayingxueluo
2024-03-25 13:40:34 +08:00
committed by GitHub
parent 7ff42cc06d
commit 87079cffe8
15 changed files with 550 additions and 138 deletions
Download Patch File Download Diff File Expand all files Collapse all files

17
extensions/csrc/common/micros.h
View File

@@ -56,6 +56,23 @@
AT_ERROR(#NAME, " not implemented for '", toString(TYPE), "'"); \
}
#define DISPATCH_FLOAT_HALF_AND_BFLOAT_WITH_HIGH_PRECISION(HIGH_PRECISION, \
TYPE, NAME, ...) \
switch (HIGH_PRECISION) { \
case false: { \
const bool high_precision = false; \
DISPATCH_FLOAT_HALF_AND_BFLOAT(TYPE, NAME, __VA_ARGS__); \
break; \
} \
case true: { \
const bool high_precision = true; \
DISPATCH_FLOAT_HALF_AND_BFLOAT(TYPE, NAME, __VA_ARGS__); \
break; \
} \
default: \
AT_ERROR("HIGH_PRECISION must be bool, but get ", HIGH_PRECISION, "."); \
}
#define DISPATCH_FLOAT_HALF_AND_BFLOAT_INOUT_TYPES(TYPEIN, TYPEOUT, NAME, ...) \
switch (TYPEIN) { \
case at::ScalarType::Float: { \