1. Modified output shape of BiInteractionPooling, InnerProductLayer to make
sure that the dimensions of the output and input of a layer are same if possible

2. Minimize the nesting of other layers in the custom layer, because I found that the statistics of the parameters number of model.summary()  are incorrect when using other layers.