Table 1 Computational time for tsunami forecasting.

From: Early forecasting of tsunami inundation from tsunami and geodetic observation data with convolutional neural networks

Observation time and data

Number of learnable parameters

Computational time/scenario (s)

5 min w/o geodetic data

45,186,960

0.004568

10 min w/o geodetic data

58,752,912

0.005555

15 min w/o geodetic data

71,401,360

0.008212

20 min w/o geodetic data

84,967,312

0.009629

25 min w/o geodetic data

97,615,760

0.010030

30 min w/o geodetic data

111,181,712

0.011222

5 min w/ geodetic data

45,188,880

0.004487

10 min w/ geodetic data

58,754,832

0.005436

15 min w/ geodetic data

71,403,280

0.008063

20 min w/ geodetic data

84,969,232

0.009101

25 min w/ geodetic data

97,617,680

0.010226

30 min w/ geodetic data

111,183,632

0.011086

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