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setup.py
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setup.py
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import os
import subprocess
import sys
from pathlib import Path
from setuptools import Extension, setup
from setuptools.command.build_ext import build_ext
# A CMakeExtension needs a sourcedir instead of a file list.
# The name must be the _single_ output extension from the CMake build.
# If you need multiple extensions, see scikit-build.
class CMakeExtension(Extension):
def __init__(self, name: str, sourcedir: str = "") -> None:
super().__init__(name, sources=[])
self.sourcedir = os.fspath(Path(sourcedir).resolve())
class CMakeBuild(build_ext):
def build_extension(self, ext: CMakeExtension) -> None:
# Must be in this form due to bug in .resolve() only fixed in Python 3.10+
ext_fullpath = Path.cwd() / self.get_ext_fullpath(ext.name)
extdir = ext_fullpath.parent.resolve()
# Using this requires trailing slash for auto-detection & inclusion of
# auxiliary "native" libs
debug = int(os.environ.get("DEBUG", 0)) if self.debug is None else self.debug
cfg = "Debug" if debug else "Release"
# Set Python_EXECUTABLE instead if you use PYBIND11_FINDPYTHON
cmake_args = [
f"-DPython_EXECUTABLE={sys.executable}",
f"-DCMAKE_BUILD_TYPE={cfg}", # not used on MSVC, but no harm
f"-DCUDNN_FRONTEND_BUILD_PYTHON_BINDINGS=ON",
# There's no need to build cpp samples and tests with python
f"-DCUDNN_FRONTEND_BUILD_SAMPLES=OFF",
f"-DCUDNN_FRONTEND_BUILD_TESTS=OFF",
# All these are handled by pip
f"-DCMAKE_LIBRARY_OUTPUT_DIRECTORY={extdir}{os.sep}",
f"-DCUDNN_FRONTEND_KEEP_PYBINDS_IN_BINARY_DIR=OFF",
f"-DCUDNN_FRONTEND_FETCH_PYBINDS_IN_CMAKE=OFF",
]
if "CUDA_PATH" in os.environ:
cmake_args.append(f"-DCUDAToolkit_ROOT={os.environ['CUDA_PATH']}")
if "CUDAToolkit_ROOT" in os.environ:
cmake_args.append(f"-DCUDAToolkit_ROOT={os.environ['CUDAToolkit_ROOT']}")
if "CUDNN_PATH" in os.environ:
cmake_args.append(f"-DCUDNN_PATH={os.environ['CUDNN_PATH']}")
# Using Ninja-build since it a) is available as a wheel and b)
# multithreads automatically. MSVC would require all variables be
# exported for Ninja to pick it up, which is a little tricky to do.
# Users can override the generator with CMAKE_GENERATOR in CMake
# 3.15+.
try:
import ninja
ninja_executable_path = Path(ninja.BIN_DIR) / "ninja"
cmake_args += [
"-GNinja",
f"-DCMAKE_MAKE_PROGRAM:FILEPATH={ninja_executable_path}",
]
except ImportError:
pass
build_args = []
# Set CMAKE_BUILD_PARALLEL_LEVEL to control the parallel build level
# across all generators.
if "CMAKE_BUILD_PARALLEL_LEVEL" not in os.environ:
# self.parallel is a Python 3 only way to set parallel jobs by hand
# using -j in the build_ext call, not supported by pip or PyPA-build.
if hasattr(self, "parallel") and self.parallel:
# CMake 3.12+ only.
build_args += [f"-j{self.parallel}"]
build_temp = Path(self.build_temp) / ext.name
if not build_temp.exists():
build_temp.mkdir(parents=True)
subprocess.run(
["cmake", ext.sourcedir, *cmake_args], cwd=build_temp, check=True
)
subprocess.run(
["cmake", "--build", ".", *build_args], cwd=build_temp, check=True
)
setup(
ext_modules=[CMakeExtension("cudnn/_compiled_module")],
cmdclass={"build_ext": CMakeBuild},
)