Table 8 Average CPU time in seconds and maximum memory consumption in GB for PARCOSNET to perform a single CV cycle on one class over the synthetic datasets
From: A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks
| Â | Â | Number of nodes | ||
|---|---|---|---|---|
Density (σ) |  | 500k | 1000k | 1500k |
50 | Time | 45.3 | 137 | 330 |
| Â | Memory | 1.94 | 3.86 | 5.81 |
100 | Time | 54.3 | 166 | 360 |
| Â | Memory | 3.69 | 7.37 | 11.1 |
300 | Time | 92.9 | 248 | 609 |
| Â | Memory | 10.7 | 21.4 | 32.1 |