mirror of https://github.com/hpcaitech/ColossalAI
43 lines
1.3 KiB
Python
43 lines
1.3 KiB
Python
|
import os
|
||
|
|
|
||
|
|
from .builder import Builder
|
||
|
|
from .utils import append_nvcc_threads
|
||
|
|
|
||
|
|
|
||
|
|
class CPUAdamBuilder(Builder):
|
||
|
|
NAME = "cpu_adam"
|
||
|
|
BASE_DIR = "colossalai/kernel/cuda_native"
|
||
|
|
|
||
|
|
def __init__(self):
|
||
|
|
self.name = CPUAdamBuilder.NAME
|
||
|
|
super().__init__()
|
||
|
|
|
||
|
|
self.version_dependent_macros = ['-DVERSION_GE_1_1', '-DVERSION_GE_1_3', '-DVERSION_GE_1_5']
|
||
|
|
|
||
|
|
# necessary 4 functions
|
||
|
|
def sources_files(self):
|
||
|
|
ret = [
|
||
|
|
os.path.join(CPUAdamBuilder.BASE_DIR, "csrc/cpu_adam.cpp"),
|
||
|
|
]
|
||
|
|
return [self.colossalai_src_path(path) for path in ret]
|
||
|
|
|
||
|
|
def include_dirs(self):
|
||
|
|
return [
|
||
|
|
self.colossalai_src_path(os.path.join(CPUAdamBuilder.BASE_DIR, "includes")),
|
||
|
|
self.get_cuda_home_include()
|
||
|
|
]
|
||
|
|
|
||
|
|
def cxx_flags(self):
|
||
|
|
extra_cxx_flags = ['-std=c++14', '-lcudart', '-lcublas', '-g', '-Wno-reorder', '-fopenmp', '-march=native']
|
||
|
|
return ['-O3'] + self.version_dependent_macros + extra_cxx_flags
|
||
|
|
|
||
|
|
def nvcc_flags(self):
|
||
|
|
extra_cuda_flags = [
|
||
|
|
'-std=c++14', '-U__CUDA_NO_HALF_OPERATORS__', '-U__CUDA_NO_HALF_CONVERSIONS__',
|
||
|
|
'-U__CUDA_NO_HALF2_OPERATORS__', '-DTHRUST_IGNORE_CUB_VERSION_CHECK'
|
||
|
|
]
|
||
|
|
|
||
|
|
return append_nvcc_threads(['-O3', '--use_fast_math'] + self.version_dependent_macros + extra_cuda_flags)
|
||
|
|
|
||
|
|
# necessary 4 functions
|