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#!/usr/bin/env python | |
# Copyright (c) Facebook, Inc. and its affiliates. | |
import glob | |
import os | |
import shutil | |
from os import path | |
from setuptools import find_packages, setup | |
from typing import List | |
import torch | |
from torch.utils.cpp_extension import CUDA_HOME, CppExtension, CUDAExtension | |
torch_ver = [int(x) for x in torch.__version__.split(".")[:2]] | |
assert torch_ver >= [1, 8], "Requires PyTorch >= 1.8" | |
def get_version(): | |
init_py_path = path.join(path.abspath(path.dirname(__file__)), "detectron2", "__init__.py") | |
init_py = open(init_py_path, "r").readlines() | |
version_line = [l.strip() for l in init_py if l.startswith("__version__")][0] | |
version = version_line.split("=")[-1].strip().strip("'\"") | |
# The following is used to build release packages. | |
# Users should never use it. | |
suffix = os.getenv("D2_VERSION_SUFFIX", "") | |
version = version + suffix | |
if os.getenv("BUILD_NIGHTLY", "0") == "1": | |
from datetime import datetime | |
date_str = datetime.today().strftime("%y%m%d") | |
version = version + ".dev" + date_str | |
new_init_py = [l for l in init_py if not l.startswith("__version__")] | |
new_init_py.append('__version__ = "{}"\n'.format(version)) | |
with open(init_py_path, "w") as f: | |
f.write("".join(new_init_py)) | |
return version | |
def get_extensions(): | |
this_dir = path.dirname(path.abspath(__file__)) | |
extensions_dir = path.join(this_dir, "detectron2", "layers", "csrc") | |
main_source = path.join(extensions_dir, "vision.cpp") | |
sources = glob.glob(path.join(extensions_dir, "**", "*.cpp")) | |
from torch.utils.cpp_extension import ROCM_HOME | |
is_rocm_pytorch = ( | |
True if ((torch.version.hip is not None) and (ROCM_HOME is not None)) else False | |
) | |
if is_rocm_pytorch: | |
assert torch_ver >= [1, 8], "ROCM support requires PyTorch >= 1.8!" | |
# common code between cuda and rocm platforms, for hipify version [1,0,0] and later. | |
source_cuda = glob.glob(path.join(extensions_dir, "**", "*.cu")) + glob.glob( | |
path.join(extensions_dir, "*.cu") | |
) | |
sources = [main_source] + sources | |
extension = CppExtension | |
extra_compile_args = {"cxx": []} | |
define_macros = [] | |
if (torch.cuda.is_available() and ((CUDA_HOME is not None) or is_rocm_pytorch)) or os.getenv( | |
"FORCE_CUDA", "0" | |
) == "1": | |
extension = CUDAExtension | |
sources += source_cuda | |
if not is_rocm_pytorch: | |
define_macros += [("WITH_CUDA", None)] | |
extra_compile_args["nvcc"] = [ | |
"-O3", | |
"-DCUDA_HAS_FP16=1", | |
"-D__CUDA_NO_HALF_OPERATORS__", | |
"-D__CUDA_NO_HALF_CONVERSIONS__", | |
"-D__CUDA_NO_HALF2_OPERATORS__", | |
] | |
else: | |
define_macros += [("WITH_HIP", None)] | |
extra_compile_args["nvcc"] = [] | |
if torch_ver < [1, 7]: | |
# supported by https://github.com/pytorch/pytorch/pull/43931 | |
CC = os.environ.get("CC", None) | |
if CC is not None: | |
extra_compile_args["nvcc"].append("-ccbin={}".format(CC)) | |
include_dirs = [extensions_dir] | |
ext_modules = [ | |
extension( | |
"detectron2._C", | |
sources, | |
include_dirs=include_dirs, | |
define_macros=define_macros, | |
extra_compile_args=extra_compile_args, | |
) | |
] | |
return ext_modules | |
def get_model_zoo_configs() -> List[str]: | |
""" | |
Return a list of configs to include in package for model zoo. Copy over these configs inside | |
detectron2/model_zoo. | |
""" | |
# Use absolute paths while symlinking. | |
source_configs_dir = path.join(path.dirname(path.realpath(__file__)), "configs") | |
destination = path.join( | |
path.dirname(path.realpath(__file__)), "detectron2", "model_zoo", "configs" | |
) | |
# Symlink the config directory inside package to have a cleaner pip install. | |
# Remove stale symlink/directory from a previous build. | |
if path.exists(source_configs_dir): | |
if path.islink(destination): | |
os.unlink(destination) | |
elif path.isdir(destination): | |
shutil.rmtree(destination) | |
if not path.exists(destination): | |
try: | |
os.symlink(source_configs_dir, destination) | |
except OSError: | |
# Fall back to copying if symlink fails: ex. on Windows. | |
shutil.copytree(source_configs_dir, destination) | |
config_paths = glob.glob("configs/**/*.yaml", recursive=True) + glob.glob( | |
"configs/**/*.py", recursive=True | |
) | |
return config_paths | |
# For projects that are relative small and provide features that are very close | |
# to detectron2's core functionalities, we install them under detectron2.projects | |
PROJECTS = { | |
} | |
setup( | |
name="detectron2", | |
version=get_version(), | |
author="FAIR", | |
url="https://github.com/facebookresearch/detectron2", | |
description="Detectron2 is FAIR's next-generation research " | |
"platform for object detection and segmentation.", | |
packages=find_packages(exclude=("configs", "tests*")) + list(PROJECTS.keys()), | |
package_dir=PROJECTS, | |
package_data={"detectron2.model_zoo": get_model_zoo_configs()}, | |
python_requires=">=3.6", | |
install_requires=[ | |
# These dependencies are not pure-python. | |
# In general, avoid adding more dependencies like them because they are not | |
# guaranteed to be installable by `pip install` on all platforms. | |
# To tell if a package is pure-python, go to https://pypi.org/project/{name}/#files | |
"Pillow>=7.1", # or use pillow-simd for better performance | |
"matplotlib", # TODO move it to optional after we add opencv visualization | |
"pycocotools>=2.0.2", # corresponds to https://github.com/ppwwyyxx/cocoapi | |
# Do not add opencv here. Just like pytorch, user should install | |
# opencv themselves, preferrably by OS's package manager, or by | |
# choosing the proper pypi package name at https://github.com/skvark/opencv-python | |
# The following are pure-python dependencies that should be easily installable | |
"termcolor>=1.1", | |
"yacs>=0.1.8", | |
"tabulate", | |
"cloudpickle", | |
"tqdm>4.29.0", | |
"tensorboard", | |
# Lock version of fvcore/iopath because they may have breaking changes | |
# NOTE: when updating fvcore/iopath version, make sure fvcore depends | |
# on compatible version of iopath. | |
"fvcore>=0.1.5,<0.1.6", # required like this to make it pip installable | |
"iopath>=0.1.7,<0.1.10", | |
"future", # used by caffe2 | |
"pydot", # used to save caffe2 SVGs | |
"dataclasses; python_version<'3.7'", | |
"omegaconf>=2.1", | |
"hydra-core>=1.1", | |
"black==21.4b2", | |
# If a new dependency is required at import time (in addition to runtime), it | |
# probably needs to exist in docs/requirements.txt, or as a mock in docs/conf.py | |
], | |
extras_require={ | |
# optional dependencies, required by some features | |
"all": [ | |
"shapely", | |
"pygments>=2.2", | |
"psutil", | |
"panopticapi @ https://github.com/cocodataset/panopticapi/archive/master.zip", | |
], | |
# dev dependencies. Install them by `pip install 'detectron2[dev]'` | |
"dev": [ | |
"flake8==3.8.1", | |
"isort==4.3.21", | |
"flake8-bugbear", | |
"flake8-comprehensions", | |
], | |
}, | |
ext_modules=get_extensions(), | |
cmdclass={"build_ext": torch.utils.cpp_extension.BuildExtension}, | |
) | |