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""" from https://github.com/jik876/hifi-gan """
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import torch
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import torch.nn.functional as F
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import torch.nn as nn # pylint: disable=consider-using-from-import
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import torch.nn.functional as F
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from torch.nn import AvgPool1d, Conv1d, Conv2d, ConvTranspose1d
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from torch.nn.utils import remove_weight_norm, spectral_norm, weight_norm
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