OpenMMLab Detection Toolbox and Benchmark
https://mmdetection.readthedocs.io/
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301 lines
10 KiB
301 lines
10 KiB
5 years ago
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#!/usr/bin/env python
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import os
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import subprocess
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import time
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from setuptools import find_packages, setup
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import torch
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from torch.utils.cpp_extension import (BuildExtension, CppExtension,
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CUDAExtension)
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def readme():
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with open('README.md', encoding='utf-8') as f:
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content = f.read()
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return content
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version_file = 'mmdet/version.py'
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def get_git_hash():
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def _minimal_ext_cmd(cmd):
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# construct minimal environment
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env = {}
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for k in ['SYSTEMROOT', 'PATH', 'HOME']:
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v = os.environ.get(k)
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if v is not None:
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env[k] = v
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# LANGUAGE is used on win32
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env['LANGUAGE'] = 'C'
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env['LANG'] = 'C'
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env['LC_ALL'] = 'C'
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out = subprocess.Popen(
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cmd, stdout=subprocess.PIPE, env=env).communicate()[0]
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return out
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try:
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out = _minimal_ext_cmd(['git', 'rev-parse', 'HEAD'])
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sha = out.strip().decode('ascii')
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except OSError:
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sha = 'unknown'
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return sha
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def get_hash():
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if os.path.exists('.git'):
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sha = get_git_hash()[:7]
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elif os.path.exists(version_file):
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try:
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from mmdet.version import __version__
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sha = __version__.split('+')[-1]
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except ImportError:
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raise ImportError('Unable to get git version')
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else:
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sha = 'unknown'
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return sha
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def write_version_py():
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content = """# GENERATED VERSION FILE
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# TIME: {}
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__version__ = '{}'
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short_version = '{}'
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version_info = ({})
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"""
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sha = get_hash()
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with open('mmdet/VERSION', 'r') as f:
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SHORT_VERSION = f.read().strip()
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VERSION_INFO = ', '.join(SHORT_VERSION.split('.'))
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VERSION = SHORT_VERSION + '+' + sha
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version_file_str = content.format(time.asctime(), VERSION, SHORT_VERSION,
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VERSION_INFO)
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with open(version_file, 'w') as f:
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f.write(version_file_str)
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def get_version():
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with open(version_file, 'r') as f:
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exec(compile(f.read(), version_file, 'exec'))
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return locals()['__version__']
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def make_cuda_ext(name, module, sources, sources_cuda=[]):
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define_macros = []
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extra_compile_args = {'cxx': []}
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if torch.cuda.is_available() or os.getenv('FORCE_CUDA', '0') == '1':
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define_macros += [('WITH_CUDA', None)]
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extension = CUDAExtension
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extra_compile_args['nvcc'] = [
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'-D__CUDA_NO_HALF_OPERATORS__',
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'-D__CUDA_NO_HALF_CONVERSIONS__',
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'-D__CUDA_NO_HALF2_OPERATORS__',
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]
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sources += sources_cuda
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else:
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print(f'Compiling {name} without CUDA')
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extension = CppExtension
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# raise EnvironmentError('CUDA is required to compile MMDetection!')
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return extension(
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name=f'{module}.{name}',
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sources=[os.path.join(*module.split('.'), p) for p in sources],
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define_macros=define_macros,
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extra_compile_args=extra_compile_args)
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def parse_requirements(fname='requirements.txt', with_version=True):
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"""
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Parse the package dependencies listed in a requirements file but strips
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specific versioning information.
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Args:
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fname (str): path to requirements file
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with_version (bool, default=False): if True include version specs
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Returns:
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List[str]: list of requirements items
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CommandLine:
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python -c "import setup; print(setup.parse_requirements())"
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"""
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import sys
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from os.path import exists
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import re
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require_fpath = fname
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def parse_line(line):
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"""
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Parse information from a line in a requirements text file
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"""
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if line.startswith('-r '):
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# Allow specifying requirements in other files
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target = line.split(' ')[1]
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for info in parse_require_file(target):
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yield info
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else:
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info = {'line': line}
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if line.startswith('-e '):
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info['package'] = line.split('#egg=')[1]
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else:
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# Remove versioning from the package
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pat = '(' + '|'.join(['>=', '==', '>']) + ')'
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parts = re.split(pat, line, maxsplit=1)
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parts = [p.strip() for p in parts]
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info['package'] = parts[0]
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if len(parts) > 1:
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op, rest = parts[1:]
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if ';' in rest:
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# Handle platform specific dependencies
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# http://setuptools.readthedocs.io/en/latest/setuptools.html#declaring-platform-specific-dependencies
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version, platform_deps = map(str.strip,
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rest.split(';'))
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info['platform_deps'] = platform_deps
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else:
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version = rest # NOQA
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info['version'] = (op, version)
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yield info
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def parse_require_file(fpath):
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with open(fpath, 'r') as f:
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for line in f.readlines():
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line = line.strip()
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if line and not line.startswith('#'):
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for info in parse_line(line):
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yield info
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def gen_packages_items():
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if exists(require_fpath):
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for info in parse_require_file(require_fpath):
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parts = [info['package']]
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if with_version and 'version' in info:
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parts.extend(info['version'])
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if not sys.version.startswith('3.4'):
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# apparently package_deps are broken in 3.4
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platform_deps = info.get('platform_deps')
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if platform_deps is not None:
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parts.append(';' + platform_deps)
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item = ''.join(parts)
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yield item
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packages = list(gen_packages_items())
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return packages
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if __name__ == '__main__':
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write_version_py()
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setup(
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name='mmdet',
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version=get_version(),
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description='Open MMLab Detection Toolbox and Benchmark',
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long_description=readme(),
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author='OpenMMLab',
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author_email='chenkaidev@gmail.com',
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keywords='computer vision, object detection',
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url='https://github.com/open-mmlab/mmdetection',
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packages=find_packages(exclude=('configs', 'tools', 'demo')),
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package_data={'mmdet.ops': ['*/*.so']},
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classifiers=[
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'Development Status :: 4 - Beta',
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'License :: OSI Approved :: Apache Software License',
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'Operating System :: OS Independent',
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'Programming Language :: Python :: 3',
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'Programming Language :: Python :: 3.5',
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'Programming Language :: Python :: 3.6',
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'Programming Language :: Python :: 3.7',
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],
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license='Apache License 2.0',
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setup_requires=parse_requirements('requirements/build.txt'),
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tests_require=parse_requirements('requirements/tests.txt'),
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install_requires=parse_requirements('requirements/runtime.txt'),
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extras_require={
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'all': parse_requirements('requirements.txt'),
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'tests': parse_requirements('requirements/tests.txt'),
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'build': parse_requirements('requirements/build.txt'),
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'optional': parse_requirements('requirements/optional.txt'),
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},
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ext_modules=[
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make_cuda_ext(
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name='compiling_info',
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module='mmdet.ops.utils',
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sources=['src/compiling_info.cpp']),
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make_cuda_ext(
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name='nms_ext',
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module='mmdet.ops.nms',
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sources=['src/nms_ext.cpp', 'src/cpu/nms_cpu.cpp'],
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sources_cuda=[
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'src/cuda/nms_cuda.cpp', 'src/cuda/nms_kernel.cu'
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]),
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make_cuda_ext(
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name='roi_align_ext',
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module='mmdet.ops.roi_align',
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sources=[
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'src/roi_align_ext.cpp',
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'src/cpu/roi_align_v2.cpp',
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],
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sources_cuda=[
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'src/cuda/roi_align_kernel.cu',
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'src/cuda/roi_align_kernel_v2.cu'
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]),
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make_cuda_ext(
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name='roi_pool_ext',
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module='mmdet.ops.roi_pool',
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sources=['src/roi_pool_ext.cpp'],
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sources_cuda=['src/cuda/roi_pool_kernel.cu']),
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make_cuda_ext(
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name='deform_conv_ext',
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module='mmdet.ops.dcn',
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sources=['src/deform_conv_ext.cpp'],
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sources_cuda=[
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'src/cuda/deform_conv_cuda.cpp',
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'src/cuda/deform_conv_cuda_kernel.cu'
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]),
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make_cuda_ext(
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name='deform_pool_ext',
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module='mmdet.ops.dcn',
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sources=['src/deform_pool_ext.cpp'],
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sources_cuda=[
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'src/cuda/deform_pool_cuda.cpp',
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'src/cuda/deform_pool_cuda_kernel.cu'
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]),
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make_cuda_ext(
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name='sigmoid_focal_loss_ext',
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module='mmdet.ops.sigmoid_focal_loss',
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sources=['src/sigmoid_focal_loss_ext.cpp'],
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sources_cuda=['src/cuda/sigmoid_focal_loss_cuda.cu']),
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make_cuda_ext(
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name='masked_conv2d_ext',
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module='mmdet.ops.masked_conv',
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sources=['src/masked_conv2d_ext.cpp'],
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sources_cuda=[
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'src/cuda/masked_conv2d_cuda.cpp',
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'src/cuda/masked_conv2d_kernel.cu'
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]),
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make_cuda_ext(
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name='carafe_ext',
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module='mmdet.ops.carafe',
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sources=['src/carafe_ext.cpp'],
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sources_cuda=[
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'src/cuda/carafe_cuda.cpp',
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'src/cuda/carafe_cuda_kernel.cu'
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]),
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make_cuda_ext(
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name='carafe_naive_ext',
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module='mmdet.ops.carafe',
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sources=['src/carafe_naive_ext.cpp'],
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sources_cuda=[
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'src/cuda/carafe_naive_cuda.cpp',
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'src/cuda/carafe_naive_cuda_kernel.cu'
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])
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],
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cmdclass={'build_ext': BuildExtension},
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zip_safe=False)
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