Official Journal of the Asia Oceania Geosciences Society (AOGS)
From: Geophysical model generation with generative adversarial networks
GAN | Models | Total | Time (s/kimg) | FID | ||
---|---|---|---|---|---|---|
kimg | 1080 Ti | 1 V100 | 2 V100 | |||
StyleGAN2 config-e | Density 512 x 512 | 7500 | 156.2 | 95.4 | 58.7 | 35.62 |
StyleGAN2 config-e | Stratigraphy 512 x 512 | 6000 | 155.8 | 95.7 | 58.9 | 22.05 |
StyleGAN2 ADA | Density 512 x 512 | 1000 | 292.1 | 191.3 | 156.9 | 36.03 |