To do the product between circuit with different scope, we first need to have circuits with different scope
Since scope is defined when constructing RGs by numerating from 0 to number_of_input_dimensions (equals to the number of input layers, not the same as num_channels), the scope is always the same when the number of input dimension is the same
So we need to do scope renaming to actually have another circuit with different scope (perhaps after RG creation)
For example, rename scope {0, 1, 2, 3, 4} into {0, 2, 4, 8, 11}
To do the product between circuit with different scope, we first need to have circuits with different scope
Since scope is defined when constructing RGs by numerating from 0 to
number_of_input_dimensions(equals to the number of input layers, not the same asnum_channels), the scope is always the same when the number of input dimension is the sameSo we need to do scope renaming to actually have another circuit with different scope (perhaps after RG creation)
For example, rename scope {0, 1, 2, 3, 4} into {0, 2, 4, 8, 11}