mirror of https://github.com/FoundationVision/GLEE
208 lines
7.5 KiB
Python
208 lines
7.5 KiB
Python
#!/usr/bin/env python
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# Copyright (c) Facebook, Inc. and its affiliates.
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import glob
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import os
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import shutil
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from os import path
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from setuptools import find_packages, setup
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from typing import List
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import torch
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from torch.utils.cpp_extension import CUDA_HOME, CppExtension, CUDAExtension
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torch_ver = [int(x) for x in torch.__version__.split(".")[:2]]
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assert torch_ver >= [1, 8], "Requires PyTorch >= 1.8"
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def get_version():
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init_py_path = path.join(path.abspath(path.dirname(__file__)), "detectron2", "__init__.py")
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init_py = open(init_py_path, "r").readlines()
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version_line = [l.strip() for l in init_py if l.startswith("__version__")][0]
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version = version_line.split("=")[-1].strip().strip("'\"")
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# The following is used to build release packages.
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# Users should never use it.
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suffix = os.getenv("D2_VERSION_SUFFIX", "")
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version = version + suffix
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if os.getenv("BUILD_NIGHTLY", "0") == "1":
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from datetime import datetime
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date_str = datetime.today().strftime("%y%m%d")
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version = version + ".dev" + date_str
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new_init_py = [l for l in init_py if not l.startswith("__version__")]
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new_init_py.append('__version__ = "{}"\n'.format(version))
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with open(init_py_path, "w") as f:
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f.write("".join(new_init_py))
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return version
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def get_extensions():
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this_dir = path.dirname(path.abspath(__file__))
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extensions_dir = path.join(this_dir, "detectron2", "layers", "csrc")
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main_source = path.join(extensions_dir, "vision.cpp")
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sources = glob.glob(path.join(extensions_dir, "**", "*.cpp"))
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from torch.utils.cpp_extension import ROCM_HOME
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is_rocm_pytorch = (
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True if ((torch.version.hip is not None) and (ROCM_HOME is not None)) else False
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)
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if is_rocm_pytorch:
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assert torch_ver >= [1, 8], "ROCM support requires PyTorch >= 1.8!"
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# common code between cuda and rocm platforms, for hipify version [1,0,0] and later.
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source_cuda = glob.glob(path.join(extensions_dir, "**", "*.cu")) + glob.glob(
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path.join(extensions_dir, "*.cu")
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)
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sources = [main_source] + sources
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extension = CppExtension
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extra_compile_args = {"cxx": []}
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define_macros = []
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if (torch.cuda.is_available() and ((CUDA_HOME is not None) or is_rocm_pytorch)) or os.getenv(
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"FORCE_CUDA", "0"
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) == "1":
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extension = CUDAExtension
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sources += source_cuda
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if not is_rocm_pytorch:
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define_macros += [("WITH_CUDA", None)]
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extra_compile_args["nvcc"] = [
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"-O3",
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"-DCUDA_HAS_FP16=1",
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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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else:
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define_macros += [("WITH_HIP", None)]
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extra_compile_args["nvcc"] = []
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if torch_ver < [1, 7]:
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# supported by https://github.com/pytorch/pytorch/pull/43931
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CC = os.environ.get("CC", None)
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if CC is not None:
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extra_compile_args["nvcc"].append("-ccbin={}".format(CC))
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include_dirs = [extensions_dir]
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ext_modules = [
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extension(
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"detectron2._C",
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sources,
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include_dirs=include_dirs,
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define_macros=define_macros,
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extra_compile_args=extra_compile_args,
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)
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]
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return ext_modules
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def get_model_zoo_configs() -> List[str]:
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"""
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Return a list of configs to include in package for model zoo. Copy over these configs inside
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detectron2/model_zoo.
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"""
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# Use absolute paths while symlinking.
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source_configs_dir = path.join(path.dirname(path.realpath(__file__)), "configs")
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destination = path.join(
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path.dirname(path.realpath(__file__)), "detectron2", "model_zoo", "configs"
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)
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# Symlink the config directory inside package to have a cleaner pip install.
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# Remove stale symlink/directory from a previous build.
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if path.exists(source_configs_dir):
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if path.islink(destination):
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os.unlink(destination)
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elif path.isdir(destination):
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shutil.rmtree(destination)
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if not path.exists(destination):
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try:
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os.symlink(source_configs_dir, destination)
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except OSError:
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# Fall back to copying if symlink fails: ex. on Windows.
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shutil.copytree(source_configs_dir, destination)
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config_paths = glob.glob("configs/**/*.yaml", recursive=True) + glob.glob(
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"configs/**/*.py", recursive=True
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)
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return config_paths
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# For projects that are relative small and provide features that are very close
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# to detectron2's core functionalities, we install them under detectron2.projects
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PROJECTS = {
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"detectron2.projects.glee": "projects/GLEE",
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}
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setup(
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name="detectron2",
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version=get_version(),
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author="FAIR",
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url="https://github.com/facebookresearch/detectron2",
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description="Detectron2 is FAIR's next-generation research "
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"platform for object detection and segmentation.",
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packages=find_packages(exclude=("configs", "tests*")) + list(PROJECTS.keys()),
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package_dir=PROJECTS,
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package_data={"detectron2.model_zoo": get_model_zoo_configs()},
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python_requires=">=3.6",
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install_requires=[
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# These dependencies are not pure-python.
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# In general, avoid adding more dependencies like them because they are not
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# guaranteed to be installable by `pip install` on all platforms.
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# To tell if a package is pure-python, go to https://pypi.org/project/{name}/#files
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"Pillow>=7.1", # or use pillow-simd for better performance
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"matplotlib", # TODO move it to optional after we add opencv visualization
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"pycocotools>=2.0.2", # corresponds to https://github.com/ppwwyyxx/cocoapi
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# Do not add opencv here. Just like pytorch, user should install
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# opencv themselves, preferrably by OS's package manager, or by
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# choosing the proper pypi package name at https://github.com/skvark/opencv-python
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# The following are pure-python dependencies that should be easily installable
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"termcolor>=1.1",
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"yacs>=0.1.8",
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"tabulate",
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"cloudpickle",
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"tqdm>4.29.0",
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"tensorboard",
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# Lock version of fvcore/iopath because they may have breaking changes
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# NOTE: when updating fvcore/iopath version, make sure fvcore depends
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# on compatible version of iopath.
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"fvcore>=0.1.5,<0.1.6", # required like this to make it pip installable
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"iopath>=0.1.7,<0.1.10",
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"future", # used by caffe2
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"pydot", # used to save caffe2 SVGs
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"dataclasses; python_version<'3.7'",
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"omegaconf>=2.1",
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"hydra-core>=1.1",
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"black==21.4b2",
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"scipy>1.5.1",
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# If a new dependency is required at import time (in addition to runtime), it
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# probably needs to exist in docs/requirements.txt, or as a mock in docs/conf.py
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],
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extras_require={
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# optional dependencies, required by some features
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"all": [
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"shapely",
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"pygments>=2.2",
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"psutil",
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"panopticapi @ https://github.com/cocodataset/panopticapi/archive/master.zip",
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],
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# dev dependencies. Install them by `pip install 'detectron2[dev]'`
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"dev": [
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"flake8==3.8.1",
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"isort==4.3.21",
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"flake8-bugbear",
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"flake8-comprehensions",
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],
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},
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ext_modules=get_extensions(),
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cmdclass={"build_ext": torch.utils.cpp_extension.BuildExtension},
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)
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