Latency prediction on NNLQP ResNet v1
6.8MAPE (avg)NAR-Former V2
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NAR-Former V2independent experiments=102023.06 | 6.8 | 6.44 | 77.24 | 79.7 | |
| NNLPindependent experiments=102023.06 | 7.54 | 7.12 | 72.88 | 76.4 | |
| nn-Meterindependent experiments=102023.06 | 15.58 | 15.58 | 39.45 | 39.45 | |
| BRP-NASindependent experiments=102023.06 | 15.84 | 15.84 | 39.8 | 39.8 | |
| FLOPs+MACindependent experiments=102023.06 | 18.91 | 18.91 | 29.8 | 29.8 | |
| TPUindependent experiments=102023.06 | 20.05 | 20.05 | 27.3 | 27.3 | |
| FLOPsindependent experiments=102023.06 | 21.18 | 21.18 | 26.5 | 26.5 |