Neural Architecture Search on HW-NAS-Bench Edge TPU
46.8AccuracyAG-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AG-NetLatency Constraint=1, Optimization Setting=Joint=0, Aggregation=Best out of 10 runs2022.03 | 46.8 | 0.82 | — | |
| AG-NetLatency Constraint=1, Optimization Setting=Joint=1, Aggregation=Best out of 10 runs2022.03 | 46.8 | 0.96 | — | |
| Optimum ArchitectureLatency Constraint=12022.03 | 46.8 | 0.96 | — | |
| Random searchLatency Constraint=1, Aggregation=Best out of 10 runs2022.03 | 46.6 | 0.97 | — | |
| AG-NetLatency Constraint=1, Optimization Setting=Joint=0, Aggregation=Mean2022.03 | 46.4 | — | 0.74 | |
| AG-NetLatency Constraint=1, Optimization Setting=Joint=1, Aggregation=Mean2022.03 | 45.7 | — | 0.94 | |
| Random searchLatency Constraint=1, Aggregation=Mean2022.03 | 45.4 | — | 0.79 |