DeepSpeed/op_builder/fused_lamb.py

41 строка
1.2 KiB
Python

# Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from .builder import CUDAOpBuilder
import sys
class FusedLambBuilder(CUDAOpBuilder):
BUILD_VAR = 'DS_BUILD_FUSED_LAMB'
NAME = "fused_lamb"
def __init__(self):
super().__init__(name=self.NAME)
def absolute_name(self):
return f'deepspeed.ops.lamb.{self.NAME}_op'
def sources(self):
return ['csrc/lamb/fused_lamb_cuda.cpp', 'csrc/lamb/fused_lamb_cuda_kernel.cu']
def include_paths(self):
return ['csrc/includes']
def cxx_args(self):
args = super().cxx_args()
return args + self.version_dependent_macros()
def nvcc_args(self):
nvcc_flags = ['-O3'] + self.version_dependent_macros()
if self.is_rocm_pytorch():
ROCM_MAJOR, ROCM_MINOR = self.installed_rocm_version()
nvcc_flags += ['-DROCM_VERSION_MAJOR=%s' % ROCM_MAJOR, '-DROCM_VERSION_MINOR=%s' % ROCM_MINOR]
else:
nvcc_flags.extend(
['-allow-unsupported-compiler' if sys.platform == "win32" else '', '-lineinfo', '--use_fast_math'] +
self.compute_capability_args())
return nvcc_flags