vnyash
78 lines
3.4 KiB
Python
78 lines
3.4 KiB
Python
from typing import Dict, Tuple
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import sys
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import os
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import tempfile
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import subprocess
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import inquirer
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from argparse import ArgumentParser, HelpFormatter
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from deepfuze import metadata, wording
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from deepfuze.common_helper import is_linux, is_macos, is_windows
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if is_macos():
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os.environ['SYSTEM_VERSION_COMPAT'] = '0'
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ONNXRUNTIMES : Dict[str, Tuple[str, str]] = {}
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if is_macos():
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ONNXRUNTIMES['default'] = ('onnxruntime', '1.17.3')
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else:
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ONNXRUNTIMES['default'] = ('onnxruntime', '1.17.3')
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ONNXRUNTIMES['cuda-12.2'] = ('onnxruntime-gpu', '1.17.1')
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ONNXRUNTIMES['cuda-11.8'] = ('onnxruntime-gpu', '1.17.1')
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ONNXRUNTIMES['openvino'] = ('onnxruntime-openvino', '1.15.0')
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if is_linux():
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ONNXRUNTIMES['rocm-5.4.2'] = ('onnxruntime-rocm', '1.16.3')
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ONNXRUNTIMES['rocm-5.6'] = ('onnxruntime-rocm', '1.16.3')
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if is_windows():
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ONNXRUNTIMES['directml'] = ('onnxruntime-directml', '1.17.3')
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def cli() -> None:
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program = ArgumentParser(formatter_class = lambda prog: HelpFormatter(prog, max_help_position = 200))
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program.add_argument('--onnxruntime', help = wording.get('help.install_dependency').format(dependency = 'onnxruntime'), choices = ONNXRUNTIMES.keys())
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program.add_argument('--skip-conda', help = wording.get('help.skip_conda'), action = 'store_true')
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program.add_argument('-v', '--version', version = metadata.get('name') + ' ' + metadata.get('version'), action = 'version')
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run(program)
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def run(program : ArgumentParser) -> None:
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args = program.parse_args()
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python_id = 'cp' + str(sys.version_info.major) + str(sys.version_info.minor)
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if not args.skip_conda and 'CONDA_PREFIX' not in os.environ:
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sys.stdout.write(wording.get('conda_not_activated') + os.linesep)
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sys.exit(1)
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if args.onnxruntime:
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answers =\
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{
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'onnxruntime': args.onnxruntime
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}
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else:
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answers = inquirer.prompt(
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[
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inquirer.List('onnxruntime', message = wording.get('help.install_dependency').format(dependency = 'onnxruntime'), choices = list(ONNXRUNTIMES.keys()))
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])
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if answers:
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onnxruntime = answers['onnxruntime']
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onnxruntime_name, onnxruntime_version = ONNXRUNTIMES[onnxruntime]
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subprocess.call([ 'pip', 'install', '-r', 'requirements.txt', '--force-reinstall' ])
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if onnxruntime == 'rocm-5.4.2' or onnxruntime == 'rocm-5.6':
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if python_id in [ 'cp39', 'cp310', 'cp311' ]:
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rocm_version = onnxruntime.replace('-', '')
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rocm_version = rocm_version.replace('.', '')
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wheel_name = 'onnxruntime_training-' + onnxruntime_version + '+' + rocm_version + '-' + python_id + '-' + python_id + '-manylinux_2_17_x86_64.manylinux2014_x86_64.whl'
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wheel_path = os.path.join(tempfile.gettempdir(), wheel_name)
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wheel_url = 'https://download.onnxruntime.ai/' + wheel_name
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subprocess.call([ 'curl', '--silent', '--location', '--continue-at', '-', '--output', wheel_path, wheel_url ])
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subprocess.call([ 'pip', 'uninstall', wheel_path, '-y', '-q' ])
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subprocess.call([ 'pip', 'install', wheel_path, '--force-reinstall' ])
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os.remove(wheel_path)
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else:
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subprocess.call([ 'pip', 'uninstall', 'onnxruntime', onnxruntime_name, '-y', '-q' ])
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if onnxruntime == 'cuda-12.2':
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subprocess.call([ 'pip', 'install', onnxruntime_name + '==' + onnxruntime_version, '--extra-index-url', 'https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple', '--force-reinstall' ])
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else:
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subprocess.call([ 'pip', 'install', onnxruntime_name + '==' + onnxruntime_version, '--force-reinstall' ])
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