Scaling Law Fitting on LVM-alttext (test)
3.083MREPBH
Evaluation Results
| Method | Links | |
|---|---|---|
| PBHN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 3.083 | |
| PBHN=5, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 4.117 | |
| PBHN=5, d=29, lbfgs steps=52026.05 | 4.438 | |
| PBHN=15, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 4.896 | |
| PBHN=10, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 6.037 | |
| ZOPN=5, Dimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 6.354 | |
| BHDimension (d)=13, LBFGS steps=5, CPU time=300s, Gamma=10, Delta=10^-3, Seeds=32026.05 | 6.452 | |
| PBHN=10, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 6.703 | |
| PBHN=10, d=29, lbfgs steps=52026.05 | 6.761 | |
| BHd=29, lbfgs steps=52026.05 | 10.094 | |
| BHlbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 10.13 | |
| PBHN=20, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 10.317 | |
| PBHN=20, d=29, lbfgs steps=52026.05 | 10.932 | |
| PBHN=15, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 11.27 | |
| PBHN=30, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 12.237 | |
| PBHN=15, d=29, lbfgs steps=52026.05 | 13.017 | |
| ZOPd=29, lbfgs steps=52026.05 | 13.176 | |
| ZOPlbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 13.176 | |
| PBHN=30, d=29, lbfgs steps=52026.05 | 13.403 | |
| PBHN=50, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 14.062 | |
| PBHN=50, d=29, lbfgs steps=52026.05 | 14.217 | |
| PBHN=40, lbfgs steps=10, CPU time=300s, d=29, seeds=32026.05 | 14.245 | |
| PBHN=40, d=29, lbfgs steps=52026.05 | 14.336 |