d4aa09c5b5b762b0b809d349cb7a8f50212a7107,theanolm/layers/tanhlayer.py,TanhLayer,create_structure,#TanhLayer#,34

Before Change

        ``set_params()``.
        

        preacts = []
        for input_index, input_layer in enumerate(self.input_layers):
            param_name = "input" + str(input_index)
            preacts.append(self._tensor_preact(input_layer.output, param_name))
        self.output = tensor.tanh(sum(preacts))

After Change

        ``set_params()``.
        

        layer_input = tensor.concatenate([x.output for x in self.input_layers],
                                         axis=2)
        preact = self._tensor_preact(layer_input, "input")
        self.output = tensor.tanh(preact)

Instances