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setup.py
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setup.py
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#!/usr/bin/env python
from __future__ import print_function
try:
import torch
except ImportError as e:
print('Unable to import torch. Error:')
print('\t', e)
print('You need to install pytorch first.')
sys.exit(1)
from subprocess import check_call, check_output
from setuptools import setup, Extension, find_packages, distutils
from setuptools.command.build_ext import build_ext
from distutils.spawn import find_executable
from distutils.version import LooseVersion
from sysconfig import get_paths
import distutils.ccompiler
import distutils.command.clean
import glob
import inspect
import multiprocessing
import multiprocessing.pool
import os
import platform
import re
import shutil
import subprocess
import sys
pytorch_install_dir = os.path.dirname(os.path.abspath(torch.__file__))
base_dir = os.path.dirname(os.path.abspath(__file__))
python_include_dir = get_paths()['include']
# from https://github.com/pytorch/pytorch/blob/master/tools/setup_helpers/__init__.py
def which(thefile):
path = os.environ.get("PATH", os.defpath).split(os.pathsep)
for d in path:
fname = os.path.join(d, thefile)
fnames = [fname]
if sys.platform == 'win32':
exts = os.environ.get('PATHEXT', '').split(os.pathsep)
fnames += [fname + ext for ext in exts]
for name in fnames:
if os.access(name, os.F_OK | os.X_OK) and not os.path.isdir(name):
return name
return None
def get_cmake_command():
def _get_version(cmd):
for line in check_output([cmd, '--version']).decode('utf-8').split('\n'):
if 'version' in line:
return LooseVersion(line.strip().split(' ')[2])
raise RuntimeError('no version found')
"Returns cmake command."
cmake_command = 'cmake'
if platform.system() == 'Windows':
return cmake_command
cmake3 = which('cmake3')
cmake = which('cmake')
if cmake3 is not None and _get_version(cmake3) >= LooseVersion("3.13.0"):
cmake_command = 'cmake3'
return cmake_command
elif cmake is not None and _get_version(cmake) >= LooseVersion("3.13.0"):
return cmake_command
else:
raise RuntimeError('no cmake or cmake3 with version >= 3.13.0 found')
def _check_env_flag(name, default=''):
return os.getenv(name, default).upper() in ['ON', '1', 'YES', 'TRUE', 'Y']
def _get_env_backend():
env_backend_var_name = 'IPEX_BACKEND'
env_backend_options = ['cpu', 'gpu']
env_backend_val = os.getenv(env_backend_var_name)
if env_backend_val is None or env_backend_val.strip() == '':
return 'cpu'
else:
if env_backend_val not in env_backend_options:
print("Intel PyTorch Extension only supports CPU and GPU now.")
sys.exit(1)
else:
return env_backend_val
def get_git_head_sha(base_dir):
ipex_git_sha = subprocess.check_output(['git', 'rev-parse', 'HEAD'],
cwd=base_dir).decode('ascii').strip()
if os.path.isdir(os.path.join(base_dir, '..', '.git')):
torch_git_sha = subprocess.check_output(['git', 'rev-parse', 'HEAD'],
cwd=os.path.join(
base_dir,
'..')).decode('ascii').strip()
else:
torch_git_sha = ''
return ipex_git_sha, torch_git_sha
def get_build_version(ipex_git_sha):
version = os.getenv('TORCH_IPEX_VERSION', '1.2.0')
if _check_env_flag('VERSIONED_IPEX_BUILD', default='0'):
try:
version += '+' + ipex_git_sha[:7]
except Exception:
pass
return version
def create_version_files(base_dir, version, ipex_git_sha, torch_git_sha):
print('Building torch_ipex version: {}'.format(version))
py_version_path = os.path.join(base_dir, 'intel_pytorch_extension_py', 'version.py')
with open(py_version_path, 'w') as f:
f.write('# Autogenerated file, do not edit!\n')
f.write("__version__ = '{}'\n".format(version))
f.write("__ipex_gitrev__ = '{}'\n".format(ipex_git_sha))
f.write("__torch_gitrev__ = '{}'\n".format(torch_git_sha))
cpp_version_path = os.path.join(base_dir, 'torch_ipex', 'csrc', 'version.cpp')
with open(cpp_version_path, 'w') as f:
f.write('// Autogenerated file, do not edit!\n')
f.write('#include "torch_ipex/csrc/version.h"\n\n')
f.write('namespace torch_ipex {\n\n')
f.write('const char IPEX_GITREV[] = {{"{}"}};\n'.format(ipex_git_sha))
f.write('const char TORCH_GITREV[] = {{"{}"}};\n\n'.format(torch_git_sha))
f.write('} // namespace torch_ipex\n')
def generate_ipex_cpu_aten_code(base_dir):
cur_dir = os.path.abspath(os.path.curdir)
os.chdir(os.path.join(base_dir, 'scripts', 'cpu'))
cpu_ops_path = os.path.join(base_dir, 'torch_ipex', 'csrc', 'cpu')
sparse_dec_file_path = os.path.join(base_dir, 'scripts', 'cpu', 'pytorch_headers')
generate_code_cmd = ['./gen-sparse-cpu-ops.sh', cpu_ops_path, pytorch_install_dir, sparse_dec_file_path]
if subprocess.call(generate_code_cmd) != 0:
print("Failed to run '{}'".format(generate_code_cmd), file=sys.stderr)
os.chdir(cur_dir)
sys.exit(1)
generate_code_cmd = ['./gen-dense-cpu-ops.sh', cpu_ops_path, pytorch_install_dir]
if subprocess.call(generate_code_cmd) != 0:
print("Failed to run '{}'".format(generate_code_cmd), file=sys.stderr)
os.chdir(cur_dir)
sys.exit(1)
os.chdir(cur_dir)
class IPEXExt(Extension, object):
def __init__(self, name, project_dir=os.path.dirname(__file__)):
Extension.__init__(self, name, sources=[])
self.project_dir = os.path.abspath(project_dir)
self.build_dir = os.path.join(project_dir, 'build')
class IPEXClean(distutils.command.clean.clean, object):
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)
# It's an old-style class in Python 2.7...
distutils.command.clean.clean.run(self)
class IPEXBuild(build_ext, object):
def run(self):
print("run")
# Generate the code before globbing!
generate_ipex_cpu_aten_code(base_dir)
cmake = get_cmake_command()
if cmake is None:
raise RuntimeError(
"CMake must be installed to build the following extensions: " +
", ".join(e.name for e in self.extensions))
self.cmake = cmake
if platform.system() == "Windows":
raise RuntimeError("Does not support windows")
for ext in self.extensions:
self.build_extension(ext)
def build_extension(self, ext):
ext_dir = os.path.abspath(os.path.dirname(self.get_ext_fullpath(ext.name)))
if not os.path.exists(ext.build_dir):
os.mkdir(ext.build_dir)
build_type = 'Release'
use_ninja = False
if _check_env_flag('DEBUG'):
build_type = 'Debug'
# install _torch_ipex.so as python module
if ext.name == 'torch_ipex' and _check_env_flag("USE_SYCL"):
ext_dir = ext_dir + '/torch_ipex'
cmake_args = [
'-DCMAKE_BUILD_TYPE=' + build_type,
'-DPYTORCH_INSTALL_DIR=' + pytorch_install_dir,
'-DPYTHON_EXECUTABLE=' + sys.executable,
'-DCMAKE_INSTALL_PREFIX=' + ext_dir,
'-DCMAKE_LIBRARY_OUTPUT_DIRECTORY=' + ext_dir,
'-DCMAKE_ARCHIVE_OUTPUT_DIRECTORY=' + ext_dir,
'-DPYTHON_INCLUDE_DIR=' + python_include_dir,
'-DPYTORCH_INCLUDE_DIRS=' + pytorch_install_dir + "/include",
'-DPYTORCH_LIBRARY_DIRS=' + pytorch_install_dir + "/lib",
]
if _check_env_flag("IPEX_DISP_OP"):
cmake_args += ['-DIPEX_DISP_OP=1']
if _check_env_flag("IPEX_PROFILE_OP"):
cmake_args += ['-DIPEX_PROFILE_OP=1']
if _check_env_flag("USE_SYCL"):
cmake_args += ['-DUSE_SYCL=1']
if _check_env_flag("DPCPP_ENABLE_PROFILING"):
cmake_args += ['-DDPCPP_ENABLE_PROFILING=1']
if _check_env_flag("USE_NINJA"):
use_ninja = True
cmake_args += ['-GNinja']
build_args = ['-j', str(multiprocessing.cpu_count())]
env = os.environ.copy()
if _check_env_flag("USE_SYCL"):
os.environ['CXX'] = 'compute++'
check_call([self.cmake, ext.project_dir] + cmake_args, cwd=ext.build_dir, env=env)
else:
check_call([self.cmake, ext.project_dir] + cmake_args, cwd=ext.build_dir, env=env)
# build_args += ['VERBOSE=1']
if use_ninja:
check_call(['ninja'] + build_args, cwd=ext.build_dir, env=env)
else:
check_call(['make'] + build_args, cwd=ext.build_dir, env=env)
check_call(['make', 'install'] + build_args, cwd=ext.build_dir, env=env)
ipex_git_sha, torch_git_sha = get_git_head_sha(base_dir)
version = get_build_version(ipex_git_sha)
# Generate version info (torch_xla.__version__)
create_version_files(base_dir, version, ipex_git_sha, torch_git_sha)
# Constant known variables used throughout this file
# PyTorch installed library
IS_WINDOWS = (platform.system() == 'Windows')
IS_DARWIN = (platform.system() == 'Darwin')
IS_LINUX = (platform.system() == 'Linux')
def make_relative_rpath(path):
if IS_DARWIN:
return '-Wl,-rpath,@loader_path/' + path
elif IS_WINDOWS:
return ''
else:
return '-Wl,-rpath,$ORIGIN/' + path
setup(
name='torch_ipex',
version=version,
description='Intel PyTorch Extension',
url='https://github.com/intel/intel-extension-for-pytorch',
author='Intel/PyTorch Dev Team',
# Exclude the build files.
#packages=find_packages(exclude=['build']),
packages=[
'torch_ipex',
'intel_pytorch_extension',
'intel_pytorch_extension.optim',
'intel_pytorch_extension.ops'],
package_dir={'intel_pytorch_extension': 'intel_pytorch_extension_py'},
zip_safe=False,
ext_modules=[IPEXExt('_torch_ipex')],
cmdclass={
'build_ext': IPEXBuild,
'clean': IPEXClean,
})