Making large AI models cheaper, faster and more accessible
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import platform
from typing import List
from ...cpp_extension import _CppExtension
class CpuAdamArmExtension(_CppExtension):
def __init__(self):
super().__init__(name="cpu_adam_arm")
def is_available(self) -> bool:
# only arm allowed
return platform.machine() == "aarch64"
def assert_compatible(self) -> None:
arch = platform.machine()
assert (
arch == "aarch64"
), f"[extension] The {self.name} kernel requires the CPU architecture to be aarch64 but got {arch}"
# necessary 4 functions
def sources_files(self):
ret = [
self.csrc_abs_path("kernel/arm/cpu_adam_arm.cpp"),
]
return ret
def include_dirs(self) -> List[str]:
return super().include_dirs()
def cxx_flags(self):
extra_cxx_flags = [
"-std=c++14",
"-std=c++17",
"-g",
"-Wno-reorder",
"-fopenmp",
]
return ["-O3"] + self.version_dependent_macros + extra_cxx_flags
def nvcc_flags(self):
return []