Open Access
Table A.1
Average computational time required to process a Gaia source with 100 observations. The GPU times were measured for a batch of size 256. Hardware: Intel Xeon 5117 CPU, NVIDIA A4000 GPU.
| Inference step | CPU time [ms] | GPU time [μs] |
|---|---|---|
| LS periodogram | 41.21 ± 2.343 | NA |
| XP VAE | 0.482 ± 0.063 | 3.518 ± 0.599 |
| Folded LC VAE | 14.72 ± 1.277 | 19.23 ± 0.716 |
| Δm|Δt VAE | 8.561 ± 0.457 | 98.96 ± 0.875 |
| 2-dim VAE | 0.144 ± 0.015 | 1.064 ± 0.036 |
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