mirror of https://github.com/hpcaitech/ColossalAI
You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
36 lines
1.2 KiB
36 lines
1.2 KiB
from .builder import Builder
|
|
from .utils import append_nvcc_threads
|
|
|
|
|
|
class ScaledMaskedSoftmaxBuilder(Builder):
|
|
NAME = "scaled_masked_softmax"
|
|
PREBUILT_IMPORT_PATH = "colossalai._C.scaled_masked_softmax"
|
|
|
|
def __init__(self):
|
|
super().__init__(
|
|
name=ScaledMaskedSoftmaxBuilder.NAME, prebuilt_import_path=ScaledMaskedSoftmaxBuilder.PREBUILT_IMPORT_PATH
|
|
)
|
|
|
|
# necessary 4 functions
|
|
def sources_files(self):
|
|
ret = [self.csrc_abs_path(fname) for fname in ["scaled_masked_softmax.cpp", "scaled_masked_softmax_cuda.cu"]]
|
|
return ret
|
|
|
|
def include_dirs(self):
|
|
return [self.csrc_abs_path("kernels/include"), self.get_cuda_home_include()]
|
|
|
|
def cxx_flags(self):
|
|
return ["-O3"] + self.version_dependent_macros
|
|
|
|
def nvcc_flags(self):
|
|
extra_cuda_flags = [
|
|
"-std=c++14",
|
|
"-std=c++17",
|
|
"-U__CUDA_NO_HALF_OPERATORS__",
|
|
"-U__CUDA_NO_HALF_CONVERSIONS__",
|
|
"-U__CUDA_NO_HALF2_OPERATORS__",
|
|
"-DTHRUST_IGNORE_CUB_VERSION_CHECK",
|
|
]
|
|
ret = ["-O3", "--use_fast_math"] + self.version_dependent_macros + extra_cuda_flags
|
|
return append_nvcc_threads(ret)
|