handlereturn

a nice function to simplify returning values for createbothmodels. Also has some simple size consistency checks

the variables:

Arguments:

• inn1: initial input Variable
• raw: preconverted input Variable, for comparison sake
• com: compressed Variable
• inn2: input for decoder
• decom: decompressed decoder Variable
• shallvae: shall you thread this like a variational auto encoder? hier just a bodge of an solution

Returns:

• inn1: the first input
• raw: preprocessed value
• c1: mean/latent space
• c2: variance/latent space
• shortcuts=[]: shortcut variable, disabled here
• inn2: the decompression input
• decom: output value