espnet2.asr.state_spaces.residual.Residual

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class espnet2.asr.state_spaces.residual.Residual(i_layer, d_input, d_model, alpha=1.0, beta=1.0)

Bases: Module

Residual connection with constant affine weights.

Can simulate standard residual, no residual, and “constant gates”.

Initializes internal Module state, shared by both nn.Module and ScriptModule.

property d_output

forward(x, y, transposed)

Defines the computation performed at every call.

Should be overridden by all subclasses.

NOTE

Although the recipe for forward pass needs to be defined within this function, one should call the Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.