model.tools.generator.LayerGen

model.tools.generator.LayerGen#

class LayerGen[source]#

Bases: object

Base class for model layer generators

The get method must initialize the network module and pass it to the generator.

Warning

This class can only be used as a base class for inheritance.

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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