setup.py 4.25 KB
Newer Older
mibaumgartner's avatar
mibaumgartner committed
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
from setuptools import setup, find_packages
from pathlib import Path
import os
import sys

import torch
from torch.utils.cpp_extension import BuildExtension, CppExtension, CUDAExtension, CUDA_HOME


def resolve_requirements(file):
    requirements = []
    with open(file) as f:
        req = f.read().splitlines()
        for r in req:
            if r.startswith("-r"):
                requirements += resolve_requirements(
                    os.path.join(os.path.dirname(file), r.split(" ")[1]))
            else:
                requirements.append(r)
    return requirements


def read_file(file):
    with open(file) as f:
        content = f.read()
    return content


def clean():
    """Custom clean command to tidy up the project root."""
    os.system('rm -vrf ./build ./dist ./*.pyc ./*.tgz')


def get_extensions():
    """
    Adapted from https://github.com/pytorch/vision/blob/master/setup.py
    and https://github.com/facebookresearch/detectron2/blob/master/setup.py
    """
    print("Build csrc")
    print("Building with {}".format(sys.version_info))

    this_dir = Path(os.path.dirname(os.path.abspath(__file__)))
    extensions_dir = this_dir/'nndet'/'csrc'

    main_file = list(extensions_dir.glob('*.cpp'))
    source_cpu = []  # list((extensions_dir/'cpu').glob('*.cpp')) temporary until I added header files ...
    source_cuda = list((extensions_dir/'cuda').glob('*.cu'))
    print("main_file {}".format(main_file))
    print("source_cpu {}".format(source_cpu))
    print("source_cuda {}".format(source_cuda))

    sources = main_file + source_cpu
    extension = CppExtension

    define_macros = []
    extra_compile_args = {"cxx": []}

    if (torch.cuda.is_available() and CUDA_HOME is not None) or os.getenv('FORCE_CUDA', '0') == '1':
        print("Adding CUDA csrc to build")
        print("CUDA ARCH {}".format(os.getenv("TORCH_CUDA_ARCH_LIST")))
        extension = CUDAExtension
        sources += source_cuda
        define_macros += [('WITH_CUDA', None)]
        extra_compile_args["nvcc"] = [
            "-DCUDA_HAS_FP16=1",
            "-D__CUDA_NO_HALF_OPERATORS__",
            "-D__CUDA_NO_HALF_CONVERSIONS__",
            "-D__CUDA_NO_HALF2_OPERATORS__",
        ]
        
        # It's better if pytorch can do this by default ..
        CC = os.environ.get("CC", None)
        if CC is not None:
            extra_compile_args["nvcc"].append("-ccbin={}".format(CC))

    sources = [os.path.join(extensions_dir, s) for s in sources]
    include_dirs = [str(extensions_dir)]
    
    ext_modules = [
        extension(
            'nndet._C',
            sources,
            include_dirs=include_dirs,
            define_macros=define_macros,
            extra_compile_args=extra_compile_args,
        )
    ]
    
    return ext_modules

requirements = resolve_requirements(os.path.join(os.path.dirname(__file__),
                                                 'requirements.txt'))
readme = read_file(os.path.join(os.path.dirname(__file__), "README.md"))

setup(
    name='nndet',
    version="v0.1",
    packages=find_packages(),
99
    # include_package_data=True,
mibaumgartner's avatar
mibaumgartner committed
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
    test_suite="unittest",
    long_description=readme,
    long_description_content_type='text/markdown',
    install_requires=requirements,
    tests_require=["coverage"],
    python_requires=">=3.8",
    author="Division of Medical Image Computing, German Cancer Research Center",
    maintainer_email='m.baumgartner@dkfz-heidelberg.de',
    ext_modules=get_extensions(),
    cmdclass={
        'build_ext': BuildExtension,
        'clean': clean,
    },
    entry_points={
        'console_scripts': [
            'nndet_example = scripts.generate_example:main',

            'nndet_prep = scripts.preprocess:main',
            'nndet_cls2fg = scripts.convert_cls2fg:main',
            'nndet_seg2det = scripts.convert_seg2det:main',

            'nndet_train = scripts.train:train',
            'nndet_sweep = scripts.train:sweep',

            'nndet_eval = scripts.train:evaluate',
            'nndet_predict = scripts.predict:main',
            'nndet_consolidate = scripts.consolidate:main',

            'nndet_boxes2nii = scripts.utils:boxes2nii',
            'nndet_seg2nii = scripts.utils:seg2nii',
            'nndet_unpack = scripts.utils:unpack',
131
            'nndet_env = scripts.utils:env',
mibaumgartner's avatar
mibaumgartner committed
132
133
134
        ]
    },
)