31 lines
959 B
Python
31 lines
959 B
Python
#!/usr/bin/env python3
|
|
# Copyright (c) 2021 Jingyong Hou (houjingyong@gmail.com)
|
|
#
|
|
# 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 torch
|
|
import numpy as np
|
|
import random
|
|
|
|
|
|
def set_mannul_seed(seed):
|
|
np.random.seed(seed)
|
|
random.seed(seed)
|
|
torch.manual_seed(seed)
|
|
torch.cuda.manual_seed(seed)
|
|
torch.backends.cudnn.deterministic = True
|
|
|
|
|
|
def count_parameters(model):
|
|
return sum(p.numel() for p in model.parameters() if p.requires_grad)
|