VisionLanguageGroup/MicroscopyMatching

1import logging2import os3import random4import shutil5from collections.abc import Mapping6from datetime import datetime7 8import numpy as np9import torch10import torch.distributed as dist11 12 13def basicConfig(*args, **kwargs):14    return15 16 17# To prevent duplicate logs, we mask this baseConfig setting18logging.basicConfig = basicConfig19 20 21def create_logger(name, log_file, level=logging.INFO):22    log = logging.getLogger(name)23    formatter = logging.Formatter(24        "[%(asctime)s][%(filename)15s][line:%(lineno)4d][%(levelname)8s] %(message)s"25    )26    fh = logging.FileHandler(log_file)27    fh.setFormatter(formatter)28    sh = logging.StreamHandler()29    sh.setFormatter(formatter)30    log.setLevel(level)31    log.addHandler(fh)32    log.addHandler(sh)33    return log34 35def get_current_time():36    current_time = datetime.now().strftime("%Y%m%d_%H%M%S")37    return current_time38