Parakeet/parakeet/training/seeding.py

27 lines
919 B
Python

# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import logging
import random
import numpy as np
import paddle
def seed_everything(seed: int):
"""Seed paddle, random and np.random to help reproductivity."""
paddle.seed(seed)
random.seed(seed)
np.random.seed(seed)
logging.debug(f"Set the seed of paddle, random, np.random to {seed}.")