layernorm.py

import os

from .builder import Builder
from .utils import append_nvcc_threads, get_cuda_cc_flag


class LayerNormBuilder(Builder):
    NAME = "layernorm"
    PREBUILT_IMPORT_PATH = "colossalai._C.layernorm"

    def __init__(self):
        super().__init__(name=LayerNormBuilder.NAME, prebuilt_import_path=LayerNormBuilder.PREBUILT_IMPORT_PATH)

    def sources_files(self):
        ret = [self.csrc_abs_path(fname) for fname in ['layer_norm_cuda.cpp', 'layer_norm_cuda_kernel.cu']]
        return ret

    def include_dirs(self):
        ret = [self.csrc_abs_path('kernels/include'), self.get_cuda_home_include()]
        return ret

    def cxx_flags(self):
        return ['-O3'] + self.version_dependent_macros

    def nvcc_flags(self):
        extra_cuda_flags = ['-maxrregcount=50']
        extra_cuda_flags.extend(get_cuda_cc_flag())
        ret = ['-O3', '--use_fast_math'] + extra_cuda_flags + self.version_dependent_macros
        return append_nvcc_threads(ret)