ColossalAI/extensions/optimizer/fused_optimizer_cuda.py

35 lines
1.1 KiB
Python

from ..cuda_extension import _CudaExtension
from ..utils import get_cuda_cc_flag
class FusedOptimizerCudaExtension(_CudaExtension):
def __init__(self):
super().__init__(name="fused_optim_cuda")
def sources_files(self):
ret = [
self.csrc_abs_path(fname)
for fname in [
"cuda/colossal_C_frontend.cpp",
"cuda/multi_tensor_sgd_kernel.cu",
"cuda/multi_tensor_scale_kernel.cu",
"cuda/multi_tensor_adam.cu",
"cuda/multi_tensor_l2norm_kernel.cu",
"cuda/multi_tensor_lamb.cu",
]
]
return ret
def include_dirs(self):
ret = [self.get_cuda_home_include()]
return ret
def cxx_flags(self):
version_dependent_macros = ["-DVERSION_GE_1_1", "-DVERSION_GE_1_3", "-DVERSION_GE_1_5"]
return ["-O3"] + version_dependent_macros
def nvcc_flags(self):
extra_cuda_flags = ["-lineinfo"]
extra_cuda_flags.extend(get_cuda_cc_flag())
return ["-O3", "--use_fast_math"] + extra_cuda_flags