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Comparison of the stochastic search with MCMC for the dataset with 50 genes.
| Max log-posterior probability |
Time to reach the MAP estimate (sec) |
Total runtime (sec) | |
|---|---|---|---|
| SS on 3 GPUs | −7052.69 | 137.57 | 152.84 |
| SS on CPU | −7052.69 | 208.13 | 230.79 |
| MCMC chain 1 on CPU | −7191.95 | 318314.06 | 368082.13 |
| MCMC chain 2 on CPU | −7175.45 | 256305.86 | 402676.77 |
| MCMC chain 3 on CPU | −7294.68 | 25418.33 | 424634.15 |
