# Original implementation by https://github.com/Spijkervet/CLMR
# Copyright 2021 Zilliz. 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.


from torch import nn


class Model(nn.Module):
    def __init__(self):
        super(Model, self).__init__()

    def initialize(self, m):
        if isinstance(m, nn.Conv1d):
            # nn.init.xavier_uniform_(m.weight)
            # if m.bias is not None:
            #     nn.init.xavier_uniform_(m.bias)

            nn.init.kaiming_uniform_(m.weight, mode="fan_in", nonlinearity="relu")