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PaddleSpeech/parakeet/modules/fastspeech2_transformer/repeat.py

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# 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.
"""Repeat the same layer definition."""
import paddle
class MultiSequential(paddle.nn.Sequential):
"""Multi-input multi-output paddle.nn.Sequential."""
def forward(self, *args):
"""Repeat."""
for m in self:
args = m(*args)
return args
def repeat(N, fn):
"""Repeat module N times.
Parameters
----------
N : int
Number of repeat time.
fn : Callable
Function to generate module.
Returns
----------
MultiSequential
Repeated model instance.
"""
return MultiSequential(* [fn(n) for n in range(N)])