So if I just want to put a layer in the residuum connection, squeeze_abode _layer ok?
`
if residual :
if a.shape[-1] != b.shape[-1]:
a = squeeze_abode _layer (a,class_number,ratio,layer_number)
b = b+a
else:
b = b+a
`
I am not sure how to set ratio and layer_number parameters