Input output of architecture search should be ArchitectureSymbol
Make sure an architecture optimizer takes ArchitetureSymbol as input and has an ArchitectureSymbol as output. The output AS is then given to the pipeline / code generator , evaluated and the AutoML algoirthm gets the new AS and the eval metric as input for the next iteration