Table 5 Average speed-up Ts/Tp, where Ts and Tp are the average execution time of COSNET and PARCOSNET to perform an entire cross-validation on one GO term
From: A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks
Method | Yeast | Mouse | Human |
|---|---|---|---|
ParCOSNet | 31.64x | 62.90x | 56.39x |
ParCOSNet 4 | 98.44x | 199.20x | 175.06x |
ParCOSNet 8 | 126.57x | 325.96x | 271.06x |
ParCOSNet 12 | 147.66x | 384.18x | 323.19x |