Table 3.
Wall-clock time (hh:mm) of different matrix factorization methods on benchmark datasets, running on single-node system with 16 cores.
| Dataset | BMF+PP | BMF | NOMAD | FPSGD |
|---|---|---|---|---|
| Movielens | 0:07 | 0:14 | 0:08 | 0:09 |
| Netflix | 2:02 | 4:39 | 0:08 | 1:04 |
| Yahoo | 2:13 | 12:22 | 0:10 | 2:41 |
| Amazon | 4:15 | 13:02 | 0:40 | 2:28 |