model.tools.layers.LSTM

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model.tools.layers.LSTM#

class LSTM(hidden_size: int | None = None)[source]#

Bases: LayerGen

LSTM layer generator

Uses ConvLSTM module.

Parameters:

hidden_size (Optional[int], optional) – Number of hidden channels. Defaults to None.

Methods

get

Initializes and returns the network layer
get(in_channels: int) → Tuple[Module, int][source]#

Initializes and returns the network layer

Parameters:

in_channels (int) – Number of input channels.

Returns:

The generated module and the number of channels that will be after applying this layer to a tensor with in_channels channels.

Return type:

Tuple[nn.Module, int]

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