Research Article
Pore Space Reconstruction of Shale Using Improved Variational Autoencoders
Table 7
The time consumption and average usage of CPU, GPU, and memory by IVAE, SNESIM, VAE, and DS for 20 reconstructions.
| | SNESIM | DS | VAE | IVAE |
| | Average CPU usage (%) | 23.1 | 33.7 | 37.5 | 39.8 | | Average GPU usage (%) | None | None | 62.8 | 65.0 | | Average memory usage (MB) | 532 | 738 | 4398 | 4627 | | Time for the first reconstruction (s) | 2239 | 18611 | 6728 | 6627 | | Time for the other 19 reconstructions (s) | 42602 | 353292 | 501 | 490 |
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