ColossalAI/extensions/pybind/optimizer/fused_optimizer_cuda.py
傅剑寒 279300dc5f
[Inference/Refactor] Refactor compilation mechanism and unified multi hw (#5613)
* refactor compilation mechanism and unified multi hw

* fix file path bug

* add init.py to make pybind a module to avoid relative path error caused by softlink

* delete duplicated micros

* fix micros bug in gcc
2024-04-24 14:17:54 +08:00

30 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 [
"kernel/cuda/multi_tensor_sgd_kernel.cu",
"kernel/cuda/multi_tensor_scale_kernel.cu",
"kernel/cuda/multi_tensor_adam_kernel.cu",
"kernel/cuda/multi_tensor_l2norm_kernel.cu",
"kernel/cuda/multi_tensor_lamb_kernel.cu",
]
] + [self.pybind_abs_path("optimizer/optimizer.cpp")]
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 + super().nvcc_flags()