Machine Learning, Program Synthesis, Deep Learning, Npi.
Importantly, we do not expect NPI to produce the original program that was used to generate execution traces with all the branches and loops. Rather, we want NPI to execute programs directly, but producing traces that have the same structure as the traces that were shown to NPI during training. For