Accelerated and Highly Correlated ASIC Synthesis of AI Hardware Subsystems Using CGP

Table 2

CGP configurations.

Configuration	Possible choices	Typical choice
Evolutionary strategy	(µ + λ)	(1 + 4)
Mutation scheme	Probabilistic, probabilistic only active, point, single	Point
Selection scheme	Select fittest, Tournament	Select fittest
Reproduction scheme	Mutate every parent, Mutate random parent	Mutate every parent
Fitness	Supervised learning (SL), binary-weighted fitness (BwF)	Supervised learning
Mutation rate	Constant, variable	Constant