Method get_layer

tensorlayer/models/core.py:657–690

Network forwarding given input tensors Parameters ---------- name : str or None Name of the requested layer. Default None. index : int or None Index of the requested layer. Default None. Returns ------- layer : The

(self, name=None, index=None)

        raise Exception("all_drop is deprecated")

    def get_layer(self, name=None, index=None):
        """Network forwarding given input tensors

        Parameters
        ----------
        name : str or None
            Name of the requested layer. Default None.
        index : int or None
            Index of the requested layer. Default None.

        Returns
        -------
            layer : The requested layer

        Notes
        -----
        Either a layer name or a layer index should be given.

        """
        if index is not None:
            if len(self.all_layers) <= index:
                raise ValueError(
                    'model only has ' + str(len(self.all_layers)) + ' layers, but ' + str(index) +
                    '-th layer is requested.'
                )
            else:
                return self.all_layers[index]
        elif name is not None:
            for layer in self.all_layers:
                if layer.name == name:
                    return layer
            raise ValueError('Model has no layer named ' + name + '.')
        else:
            raise ValueError('Either a layer name or a layer index should be given.')

    def _construct_graph(self):
        """construct computation graph for static model using LayerNode object"""