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setup.py
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setup.py
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# DEBUG build with debug
#
# USE_SYSTEM_ONECCL=0
# disables use of system-wide oneCCL (we will use our submoduled
# copy in third_party/oneCCL)
import os
import sys
import pathlib
import shutil
from subprocess import check_call, check_output
import torch
from torch.utils.cpp_extension import BuildExtension, CppExtension, library_paths
from setuptools import setup
from distutils.command.clean import clean
from tools.setup.cmake import CMakeExtension
from tools.setup.env import get_compiler
# Constant known variables used throughout this file
CWD = os.path.dirname(os.path.abspath(__file__))
ONECCL_BINDINGS_FOR_PYTORCH_PATH = os.path.join(CWD, "oneccl_bindings_for_pytorch")
def _check_env_flag(name, default=''):
return os.getenv(name, default).upper() in ['ON', '1', 'YES', 'TRUE', 'Y']
def check_file(f):
if not os.path.exists(f):
print("Could not find {}".format(f))
print("Did you run 'git submodule update --init --recursive'?")
sys.exit(1)
# all the work we need to do _before_ setup runs
def create_version():
"""Create the version string for torch-ccl"""
package_name = os.getenv('CCL_PACKAGE_NAME', 'oneccl-bind-pt')
version = open('version.txt', 'r').read().strip()
sha = 'Unknown'
try:
sha = check_output(['git', 'rev-parse', 'HEAD'], cwd=CWD).decode('ascii').strip()
except Exception:
pass
if os.getenv('CCL_SHA_VERSION', False):
if sha != 'Unknown':
version += '+' + sha[:7]
if os.environ.get("COMPUTE_BACKEND") == "dpcpp":
backend = "gpu"
else:
backend = os.environ.get("ONECCL_BINDINGS_FOR_PYTORCH_BACKEND", "cpu")
if "+" not in version:
version += '+' + backend
print("Building {}-{}".format(package_name, version))
version_path = os.path.join(CWD, 'oneccl_bindings_for_pytorch', 'version.py')
with open(version_path, 'w') as f:
f.write("__version__ = '{}'\n".format(version))
f.write("git_version = {}\n".format(repr(sha)))
return version, package_name
class BuildCMakeExt(BuildExtension):
"""
Builds using cmake instead of the python setuptools implicit build
"""
def run(self):
"""
Perform build_cmake before doing the 'normal' stuff
"""
cmake_extensions = [ext for ext in self.extensions if isinstance(ext, CMakeExtension)]
for ext in cmake_extensions:
self.build_cmake(ext)
self.extensions = [ext for ext in self.extensions if not isinstance(ext, CMakeExtension)]
super(BuildCMakeExt, self).run()
build_py = self.get_finalized_command('build_py')
build_py.data_files = build_py._get_data_files()
build_py.run()
def build_cmake(self, extension: CMakeExtension):
"""
The steps required to build the extension
"""
build_dir = pathlib.Path('.'.join([self.build_temp, extension.name]))
build_dir.mkdir(parents=True, exist_ok=True)
install_dir = ONECCL_BINDINGS_FOR_PYTORCH_PATH
# Now that the necessary directories are created, build
my_env = os.environ.copy()
my_env["CMAKE_DISABLE_FIND_PACKAGE_MKL"] = "TRUE"
build_type = 'Release'
if _check_env_flag('DEBUG'):
build_type = 'Debug'
build_options = {
'CMAKE_BUILD_TYPE': build_type,
# The value cannot be easily obtained in CMakeLists.txt.
'CMAKE_PREFIX_PATH': torch.utils.cmake_prefix_path,
# skip the example and test code in oneCCL
'BUILD_EXAMPLES': 'OFF',
'BUILD_CONFIG': 'OFF',
'BUILD_FT': 'OFF'
}
compute_backend = os.getenv('COMPUTE_BACKEND', 'n/a')
runtime = 'gcc'
if compute_backend == 'dpcpp':
runtime = 'dpcpp'
build_options['COMPUTE_BACKEND'] = compute_backend
import intel_extension_for_pytorch
build_options['CMAKE_PREFIX_PATH'] += ";" + intel_extension_for_pytorch.cmake_prefix_path
if "DPCPP_GCC_INSTALL_DIR" in my_env:
exist_cflags = "CFLAGS" in my_env
cflags = ""
if exist_cflags:
cflags = my_env["CFLAGS"]
my_env["CFLAGS"] = f"--gcc-install-dir={my_env['DPCPP_GCC_INSTALL_DIR']} {cflags}"
exist_cxxflags = "CXXFLAGS" in my_env
cxxflags = ""
if exist_cxxflags:
cxxflags = my_env["CXXFLAGS"]
my_env["CXXFLAGS"] = f"--gcc-install-dir={my_env['DPCPP_GCC_INSTALL_DIR']} {cxxflags}"
exist_ldflags = "LDFLAGS" in my_env
ldflags = ""
if exist_ldflags:
ldflags = my_env["LDFLAGS"]
my_env["LDFLAGS"] = f"--gcc-install-dir={my_env['DPCPP_GCC_INSTALL_DIR']} -fuse-ld=lld -lrt -lpthread {ldflags}"
cc, cxx = get_compiler(runtime)
build_options['CMAKE_C_COMPILER'] = cc
build_options['CMAKE_CXX_COMPILER'] = cxx
extension.generate(build_options, my_env, build_dir, install_dir)
if compute_backend == 'dpcpp':
if "DPCPP_GCC_INSTALL_DIR" in my_env:
if exist_cflags:
my_env["CFLAGS"] = cflags
else:
del my_env["CFLAGS"]
if exist_cxxflags:
my_env["CXXFLAGS"] = cxxflags
else:
del my_env["CXXFLAGS"]
if exist_ldflags:
my_env["LDFLAGS"] = ldflags
else:
del my_env["LDFLAGS"]
build_args = ['-j', str(os.cpu_count())]
check_call(['make', 'oneccl_bindings_for_pytorch'] + build_args, cwd=str(build_dir))
if compute_backend == 'dpcpp':
check_call(['make', 'oneccl_bindings_for_pytorch_xpu'] + build_args, cwd=str(build_dir))
check_call(['make', 'install'], cwd=str(build_dir))
class Clean(clean):
def run(self):
import glob
import re
with open('.gitignore', 'r') as f:
ignores = f.read()
pat = re.compile(r'^#( BEGIN NOT-CLEAN-FILES )?')
for wildcard in filter(None, ignores.split('\n')):
match = pat.match(wildcard)
if match:
if match.group(1):
# Marker is found and stop reading .gitignore.
break
# Ignore lines which begin with '#'.
else:
for filename in glob.glob(wildcard):
try:
os.remove(filename)
except OSError:
shutil.rmtree(filename, ignore_errors=True)
clean.run(self)
def get_python_c_module():
main_compile_args = []
main_libraries = ['oneccl_bindings_for_pytorch']
main_link_args = []
main_sources = ["oneccl_bindings_for_pytorch/csrc/_C.cpp", "oneccl_bindings_for_pytorch/csrc/init.cpp"]
lib_path = os.path.join(ONECCL_BINDINGS_FOR_PYTORCH_PATH, "lib")
library_dirs = [lib_path]
include_path = os.path.join(CWD, "src")
include_dirs = [include_path]
extra_link_args = []
extra_compile_args = [
'-Wall',
'-Wextra',
'-Wno-strict-overflow',
'-Wno-unused-parameter',
'-Wno-missing-field-initializers',
'-Wno-write-strings',
'-Wno-unknown-pragmas',
# This is required for Python 2 declarations that are deprecated in 3.
'-Wno-deprecated-declarations',
# Python 2.6 requires -fno-strict-aliasing, see
# http://legacy.python.org/dev/peps/pep-3123/
# We also depend on it in our code (even Python 3).
'-fno-strict-aliasing',
# Clang has an unfixed bug leading to spurious missing
# braces warnings, see
# https://bugs.llvm.org/show_bug.cgi?id=21629
'-Wno-missing-braces',
]
def make_relative_rpath(path):
ret = []
ret.append('-Wl,-rpath,$ORIGIN/' + path)
if os.getenv('COMPUTE_BACKEND', 'n/a') == 'dpcpp':
ret.append('-Wl,-rpath,$ORIGIN/../../../')
ret.append('-Wl,--disable-new-dtags')
return ret
_c_module = CppExtension("oneccl_bindings_for_pytorch._C",
libraries=main_libraries,
sources=main_sources,
language='c',
extra_compile_args=main_compile_args + extra_compile_args,
include_dirs=include_dirs,
library_dirs=library_dirs,
extra_link_args=extra_link_args + main_link_args + make_relative_rpath('lib'))
return _c_module
if __name__ == '__main__':
version, package_name = create_version()
c_module = get_python_c_module()
cmake_file = os.path.join(os.path.dirname(os.path.abspath(__file__)), "CMakeLists.txt")
modules = [CMakeExtension("liboneccl_bindings_for_pytorch", cmake_file), c_module]
setup(
name=package_name,
version=version,
ext_modules=modules,
packages=['oneccl_bindings_for_pytorch'],
package_data={
'oneccl_bindings_for_pytorch': [
'*.py',
'*/*.h',
'*/*.hpp',
'lib/*.so*',
'opt/mpi/lib/*.so*',
'bin/*',
'opt/mpi/bin/*',
'env/*',
'etc/*',
'opt/mpi/etc/*',
'examples/*',
'include/native_device_api/*.h*',
'include/native_device_api/l0/*.h*',
'include/*.h*',
'opt/mpi/include/*.h*',
'lib/lib*',
'opt/mpi/libfabric/lib/lib*',
'lib/prov/lib*',
'lib/ccl/kernels/*',
'opt/mpi/libfabric/lib/prov/lib*',
'licensing/*',
'modulefiles/*',
]},
cmdclass={
'build_ext': BuildCMakeExt,
'clean': Clean,
}
)