Memory Lookup: The memory lookup looks up scratch memory with a given probe, say x (of arbitrary dimension), and retrieves the memory entry having closest key embedding to x.
this, to our knowledge, is the first NPI system to be trained with only the gold answer as (very distant) supervision for inducing such complex programs.