Embedding Table Placement on DLRM-100 (test)
77.8Cost (ms)DreamShard
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DreamShardCategory=RL-Cost-Network2022.10 | 77.8 | 21.5 | |
| Dim-basedCategory=Human Expert2022.10 | 79.5 | 18.9 | |
| Lookup-basedCategory=Human Expert2022.10 | 80.8 | 17 | |
| Size-basedCategory=Human Expert2022.10 | 84.7 | 11.6 | |
| No strategyCategory=None2022.10 | 94.5 | 0 | |
| RNN-basedCategory=RL2022.10 | 94.8 | -0.3 | |
| RandomCategory=Human Expert2022.10 | 95.4 | -0.9 |