utils/housekeeping.py

import numpy as np
import random
import torch


import os
import zipfile
import glob

def zip_python_code(output_filename):
    """
    Zips all .py files in the current repository and saves it to the 
    specified output filename.

    Args:
        output_filename: The name of the output zip file. 
                         Defaults to "python_code_backup.zip".
    """

    with zipfile.ZipFile(output_filename, 'w') as zipf:
        files = glob.glob('models/**/*.py', recursive=True) + glob.glob('utils/**/*.py', recursive=True) + glob.glob('tasks/**/*.py', recursive=True) + glob.glob('*.py', recursive=True)
        for file in files:
            root = '/'.join(file.split('/')[:-1])
            nm = file.split('/')[-1]
            zipf.write(os.path.join(root, nm))

def set_seed(seed=42, deterministic=True):
    """
    ... and the answer is ... 
    """
    random.seed(seed)
    np.random.seed(seed)
    torch.manual_seed(seed)
    torch.cuda.manual_seed_all(seed)
    torch.backends.cudnn.deterministic = deterministic
    torch.backends.cudnn.benchmark = False