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Multiplier Design Optimization on 32-bit Multiplier 45nm

6,469Area (µm²)PPO+MCTS
6,269.367,616.938,964.510,312.07May 10, 2024

Evaluation results

MethodLinks
PPO+MCTSObjective=Trade-off2024.056,4691.3262
PPOObjective=Trade-off2024.056,5811.3856
DefaultObjective=Trade-off2024.056,6851.417
RL-MULObjective=Trade-off2024.057,0332.1932
PPO w/ raw flowObjective=Trade-off2024.057,0362.0945
RL-MULObjective=Min Delay2024.058,7672.015
PPO w/ raw flowObjective=Min Delay2024.058,7881.9437
DefaultObjective=Min Delay2024.0510,6371.0745
PPOObjective=Min Delay2024.0511,3290.996
PPO+MCTSObjective=Min Delay2024.0511,4600.9685