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setup.py
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import os
import sys
import glob
import os.path as osp
from itertools import product
from setuptools import setup, find_packages
import platform
import torch
from torch.__config__ import parallel_info
from torch.utils.cpp_extension import BuildExtension
from torch.utils.cpp_extension import CppExtension, CUDAExtension, CUDA_HOME
WITH_CUDA = torch.cuda.is_available() and CUDA_HOME is not None
suffices = ['cpu', 'cuda'] if WITH_CUDA else ['cpu']
if os.getenv('FORCE_CUDA', '0') == '1':
suffices = ['cuda', 'cpu']
if os.getenv('FORCE_ONLY_CUDA', '0') == '1':
suffices = ['cuda']
if os.getenv('FORCE_ONLY_CPU', '0') == '1':
suffices = ['cpu']
BUILD_DOCS = os.getenv('BUILD_DOCS', '0') == '1'
def get_extensions():
extensions = []
extensions_dir = osp.join('csrc')
main_files = glob.glob(osp.join(extensions_dir, '*.cpp'))
for main, suffix in product(main_files, suffices):
define_macros = []
extra_compile_args = {'cxx': ['-O2']}
if not os.name == 'nt': # Not on Windows:
extra_compile_args['cxx'] += ['-Wno-sign-compare']
extra_link_args = ['-s']
info = parallel_info()
if ('backend: OpenMP' in info and 'OpenMP not found' not in info
and sys.platform != 'darwin'):
extra_compile_args['cxx'] += ['-DAT_PARALLEL_OPENMP']
if sys.platform == 'win32':
extra_compile_args['cxx'] += ['/openmp']
else:
extra_compile_args['cxx'] += ['-fopenmp']
else:
print('Compiling without OpenMP...')
# Compile for mac arm64
if (sys.platform == 'darwin' and platform.machine() == 'arm64'):
extra_compile_args['cxx'] += ['-arch', 'arm64']
extra_link_args += ['-arch', 'arm64']
if suffix == 'cuda':
define_macros += [('WITH_CUDA', None)]
nvcc_flags = os.getenv('NVCC_FLAGS', '')
nvcc_flags = [] if nvcc_flags == '' else nvcc_flags.split(' ')
nvcc_flags += ['--expt-relaxed-constexpr', '-O2']
extra_compile_args['nvcc'] = nvcc_flags
name = main.split(os.sep)[-1][:-4]
sources = [main]
path = osp.join(extensions_dir, 'cpu', f'{name}_cpu.cpp')
if osp.exists(path):
sources += [path]
path = osp.join(extensions_dir, 'cuda', f'{name}_cuda.cu')
if suffix == 'cuda' and osp.exists(path):
sources += [path]
Extension = CppExtension if suffix == 'cpu' else CUDAExtension
extension = Extension(
f'torch_scatter._{name}_{suffix}',
sources,
include_dirs=[extensions_dir],
define_macros=define_macros,
extra_compile_args=extra_compile_args,
extra_link_args=extra_link_args,
)
extensions += [extension]
return extensions
install_requires = []
setup_requires = []
tests_require = ['pytest', 'pytest-runner', 'pytest-cov']
setup(
name='torch_scatter',
version='2.0.9',
author='Matthias Fey',
author_email='[email protected]',
url='https://github.com/rusty1s/pytorch_scatter',
description='PyTorch Extension Library of Optimized Scatter Operations',
keywords=['pytorch', 'scatter', 'segment', 'gather'],
license='MIT',
python_requires='>=3.6',
install_requires=install_requires,
setup_requires=setup_requires,
tests_require=tests_require,
extras_require={'test': tests_require},
ext_modules=get_extensions() if not BUILD_DOCS else [],
cmdclass={
'build_ext':
BuildExtension.with_options(no_python_abi_suffix=True, use_ninja=False)
},
packages=find_packages(),
)