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Benchmarks
4-tap DFE parameter optimization on DRAM dataset 8 units (test)
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11.7
Mean Error (%)
Bayesian Opt.
10.684
17.542
24.4
31.258
Mar 5, 2026
Mean Error (%)
Worst-10% Error (%)
Standard Deviation (%)
Updated 2mo ago
Evaluation Results
Method
Method
Links
Mean Error (%)
Worst-10% Error (%)
Standard Deviation (%)
Bayesian Opt.
Time (µs)=842.8, Rel....
2026.03
11.7
8.4
1.87
Grid Search
Time (µs)=1425.5, Rel....
2026.03
13.8
11.5
1.56
Genetic Alg.
Time (µs)=758.8, Rel....
2026.03
14.2
10.8
2.34
DDPG
Time (µs)=676.9, Rel....
2026.03
15.5
11.2
2.98
PSO
Time (µs)=340.9, Rel....
2026.03
19.8
15.3
2.12
Q-learning
Time (µs)=1177.5, Rel....
2026.03
26.1
18.7
3.45
Std. Bayesian A2C
Time (µs)=162.8, Rel....
2026.03
35.2
24.1
2.87
Deterministic A2C
Time (µs)=158.5, Rel....
2026.03
36.8
30.9
1.89
DR-IB-A2C
Time (µs)=167.4, Rel....
2026.03
37.1
33.8
1.42
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