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Benchmarks
Multiplier Design Optimization on 16-bit Multiplier 45nm
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1,566
Area (µm²)
PPO+MCTS
1,510.44
1,885.47
2,260.5
2,635.53
May 10, 2024
Area (µm²)
Delay (ns)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Area (µm²)
Delay (ns)
PPO+MCTS
Objective=Trade-off
2024.05
1,566
0.9487
PPO
Objective=Trade-off
2024.05
1,568
1.0135
Default
Objective=Trade-off
2024.05
1,590
0.9997
PPO w/ raw flow
Objective=Trade-off
2024.05
1,687
1.2268
RL-MUL
Objective=Trade-off
2024.05
1,695
1.2668
PPO w/ raw flow
Objective=Min Delay
2024.05
2,259
1.1277
RL-MUL
Objective=Min Delay
2024.05
2,271
1.133
Default
Objective=Min Delay
2024.05
2,499
0.8908
PPO
Objective=Min Delay
2024.05
2,551
0.7392
PPO+MCTS
Objective=Min Delay
2024.05
2,955
0.7138
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