Lastly, batch sizing – various batch sizes are compared using log HV difference to illustrate their HV improvement, and thus illustrates the performance of both algorithms when considering different throughputs, as well as whether more gradual optimization (smaller batches but higher iterations) or vice versa is appropriate.