Online prediction of p(z|y) on Solid mechanics problem Case 4
0.2Online Prediction Time (s)Amortized joint posterior and predictive VI
Evaluation results
| Method | Links | |
|---|---|---|
| Amortized joint posterior and predictive VIObservation y=[0.1, 0.1]ᵀ, Hardware=MacBook Pro (Apple M2 Max chip, 12 CPU cores, 38 GPU cores), Query type=Online2026.05 | 0.2 | |
| Conventional variational methodObservation y=[0.1, 0.1]ᵀ, Nc=10⁴, Hardware=MacBook Pro (Apple M2 Max chip, 12 CPU cores, 38 GPU cores), Query type=Online2026.05 | 86 | |
| Reference methodObservation y=[0.1, 0.1]ᵀ, MCMC samples=10⁴, Hardware=MacBook Pro (Apple M2 Max chip, 12 CPU cores, 38 GPU cores), Query type=Online2026.05 | 281.8 |