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Table 3

Average inference time for different numbers of planets.

Planets tMDN (s) tsampling (s) Total (s) Time/planet (ms)
1 0.265 0.470 0.734 734.079
10 0.257 0.524 0.781 78.126
100 0.257 0.978 1.236 12.356
1000 0.314 4.790 5.104 5.104

Notes. tMDN shows the time needed to retrieve the mixture parameters from the MDN; tsampling shows the time needed to sample 1000 points from each input planet and transform from log-ratio space to compositional data. For each row, we performed ten inferences and averaged the computation times.

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