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352807f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 | from __future__ import annotations
import random
from pathlib import Path
from typing import Any
import numpy as np
import torch
import yaml
def load_config(path: str | Path) -> dict[str, Any]:
with open(path, encoding="utf-8") as f:
return yaml.safe_load(f)
def ensure_dir(path: str | Path) -> Path:
p = Path(path)
p.mkdir(parents=True, exist_ok=True)
return p
def seed_everything(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)
def select_device(name: str | None = None) -> torch.device:
if name and name != "auto":
return torch.device(name)
return torch.device("cuda" if torch.cuda.is_available() else "cpu")
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