from __future__ import annotations import json import random from pathlib import Path from typing import Any import numpy as np import torch def set_seed(seed: int) -> None: random.seed(seed) np.random.seed(seed) torch.manual_seed(seed) if torch.cuda.is_available(): torch.cuda.manual_seed_all(seed) torch.backends.cudnn.benchmark = False torch.backends.cudnn.deterministic = True def write_json(path: str | Path, value: dict[str, Any]) -> None: path = Path(path) path.parent.mkdir(parents=True, exist_ok=True) with path.open("w", encoding="utf-8") as file: json.dump(value, file, ensure_ascii=False, indent=2) def read_json(path: str | Path) -> dict[str, Any]: with Path(path).open("r", encoding="utf-8") as file: return json.load(file)