from typing import Dict, Tuple import sys import os import platform import tempfile import subprocess import inquirer from argparse import ArgumentParser, HelpFormatter from facefusion import metadata, wording if platform.system().lower() == 'darwin': os.environ['SYSTEM_VERSION_COMPAT'] = '0' ONNXRUNTIMES : Dict[str, Tuple[str, str]] = {} if platform.system().lower() == 'darwin': ONNXRUNTIMES['default'] = ('onnxruntime', '1.17.1') else: ONNXRUNTIMES['default'] = ('onnxruntime', '1.17.1') ONNXRUNTIMES['cuda-12.2'] = ('onnxruntime-gpu', '1.17.1') ONNXRUNTIMES['cuda-11.8'] = ('onnxruntime-gpu', '1.17.1') ONNXRUNTIMES['openvino'] = ('onnxruntime-openvino', '1.17.1') if platform.system().lower() == 'linux': ONNXRUNTIMES['rocm-5.4.2'] = ('onnxruntime-rocm', '1.16.3') ONNXRUNTIMES['rocm-5.6'] = ('onnxruntime-rocm', '1.16.3') if platform.system().lower() == 'windows': ONNXRUNTIMES['directml'] = ('onnxruntime-directml', '1.17.1') def cli() -> None: program = ArgumentParser(formatter_class = lambda prog: HelpFormatter(prog, max_help_position = 130)) program.add_argument('--onnxruntime', help = wording.get('help.install_dependency').format(dependency = 'onnxruntime'), choices = ONNXRUNTIMES.keys()) program.add_argument('--skip-conda', help = wording.get('help.skip_conda'), action = 'store_true') program.add_argument('-v', '--version', version = metadata.get('name') + ' ' + metadata.get('version'), action = 'version') run(program) def run(program : ArgumentParser) -> None: args = program.parse_args() python_id = 'cp' + str(sys.version_info.major) + str(sys.version_info.minor) if not args.skip_conda and 'CONDA_PREFIX' not in os.environ: sys.stdout.write(wording.get('conda_not_activated') + os.linesep) sys.exit(1) if args.onnxruntime: answers =\ { 'onnxruntime': args.onnxruntime } else: answers = inquirer.prompt( [ inquirer.List('onnxruntime', message = wording.get('help.install_dependency').format(dependency = 'onnxruntime'), choices = list(ONNXRUNTIMES.keys())) ]) if answers: onnxruntime = answers['onnxruntime'] onnxruntime_name, onnxruntime_version = ONNXRUNTIMES[onnxruntime] subprocess.call([ 'pip', 'install', '-r', 'requirements.txt', '--force-reinstall' ]) if onnxruntime == 'rocm-5.4.2' or onnxruntime == 'rocm-5.6': if python_id in [ 'cp39', 'cp310', 'cp311' ]: rocm_version = onnxruntime.replace('-', '') rocm_version = rocm_version.replace('.', '') wheel_name = 'onnxruntime_training-' + onnxruntime_version + '+' + rocm_version + '-' + python_id + '-' + python_id + '-manylinux_2_17_x86_64.manylinux2014_x86_64.whl' wheel_path = os.path.join(tempfile.gettempdir(), wheel_name) wheel_url = 'https://download.onnxruntime.ai/' + wheel_name subprocess.call([ 'curl', '--silent', '--location', '--continue-at', '-', '--output', wheel_path, wheel_url ]) subprocess.call([ 'pip', 'uninstall', wheel_path, '-y', '-q' ]) subprocess.call([ 'pip', 'install', wheel_path, '--force-reinstall' ]) os.remove(wheel_path) else: subprocess.call([ 'pip', 'uninstall', 'onnxruntime', onnxruntime_name, '-y', '-q' ]) if onnxruntime == 'cuda-12.2': 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' ]) else: subprocess.call([ 'pip', 'install', onnxruntime_name + '==' + onnxruntime_version, '--force-reinstall' ])