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import argparse |
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import os |
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import shutil |
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import subprocess |
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import sys |
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import webbrowser |
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import uvicorn |
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from typing import List |
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parser = argparse.ArgumentParser(description="GUI for stable diffusion training") |
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parser.add_argument("--host", type=str, default="127.0.0.1") |
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parser.add_argument("--port", type=int, default=28000, help="Port to run the server on") |
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parser.add_argument("--tensorboard-port", type=int, default=6006, help="Port to run the tensorboard") |
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parser.add_argument("--dev", action="store_true") |
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def find_windows_git(): |
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possible_paths = ["git\\bin\\git.exe", "git\\cmd\\git.exe", "Git\\mingw64\\libexec\\git-core\\git.exe"] |
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for path in possible_paths: |
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if os.path.exists(path): |
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return path |
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def prepare_frontend(): |
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if not os.path.exists("./frontend/dist"): |
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print("Frontend not found, try clone...") |
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print("Checking git installation...") |
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if not shutil.which("git"): |
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if sys.platform == "win32": |
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git_path = find_windows_git() |
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if git_path is not None: |
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print(f"Git not found, but found git in {git_path}, add it to PATH") |
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os.environ["PATH"] += os.pathsep + os.path.dirname(git_path) |
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return |
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else: |
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print("Git not found, please install git first") |
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sys.exit(1) |
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subprocess.run(["git", "submodule", "init"]) |
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subprocess.run(["git", "submodule", "update"]) |
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def remove_warnings(): |
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os.environ["TF_CPP_MIN_LOG_LEVEL"] = "3" |
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if sys.platform == "win32": |
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os.environ["XFORMERS_FORCE_DISABLE_TRITON"] = "1" |
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os.environ["BITSANDBYTES_NOWELCOME"] = "1" |
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os.environ["PYTHONWARNINGS"] = "ignore::UserWarning" |
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def run_tensorboard(): |
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print("Starting tensorboard...") |
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subprocess.Popen([sys.executable, "-m", "tensorboard.main", "--logdir", "logs", "--port", str(args.tensorboard_port)]) |
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def check_dirs(dirs: List): |
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for d in dirs: |
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if not os.path.exists(d): |
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os.makedirs(d) |
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if __name__ == "__main__": |
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args, _ = parser.parse_known_args() |
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remove_warnings() |
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prepare_frontend() |
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run_tensorboard() |
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check_dirs(["toml/autosave", "logs"]) |
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print(f"Server started at http://{args.host}:{args.port}") |
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if not args.dev: |
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webbrowser.open(f"http://{args.host}:{args.port}") |
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uvicorn.run("mikazuki.app:app", host=args.host, port=args.port, log_level="error") |
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