Source code for texar.torch.modules.encoders.conv_encoders

# Copyright 2019 The Texar Authors. All Rights Reserved.
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# Licensed under the Apache License, Version 2.0 (the "License");
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#      http://www.apache.org/licenses/LICENSE-2.0
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"""
Various convolutional network encoders.
"""

from typing import Dict, Optional, Any

from texar.torch.modules.encoders.encoder_base import EncoderBase
from texar.torch.modules.networks.conv_networks import Conv1DNetwork

__all__ = [
    "Conv1DEncoder",
]


[docs]class Conv1DEncoder(Conv1DNetwork, EncoderBase): r"""Simple `Conv-1D` encoder which consists of a sequence of convolutional layers followed with a sequence of dense layers. Wraps :class:`~texar.torch.modules.Conv1DNetwork` to be a subclass of :class:`~texar.torch.modules.EncoderBase`. Has exact the same functionality with :class:`~texar.torch.modules.Conv1DNetwork`. """ def __init__(self, in_channels: int, in_features: Optional[int] = None, hparams=None): super().__init__(in_channels=in_channels, in_features=in_features, hparams=hparams)
[docs] @staticmethod def default_hparams() -> Dict[str, Any]: r"""Returns a dictionary of hyperparameters with default values. The same as :meth:`~texar.torch.modules.Conv1DNetwork.default_hparams` of :class:`~texar.torch.modules.Conv1DNetwork`, except that the default name is ``"conv_encoder"``. """ hparams = Conv1DNetwork.default_hparams() hparams['name'] = 'conv_encoder' return hparams