Neural Architecture Search on HW-NAS-Bench Raspi 4
43.6AccuracyAG-Net
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AG-NetLatency Constraint=4, Optimization Setting=Joint=1, Aggregation=Best out of 10 runs2022.03 | 43.6 | 3.79 | — | |
| Optimum ArchitectureLatency Constraint=42022.03 | 43.6 | 3.79 | — | |
| AG-NetLatency Constraint=4, Optimization Setting=Joint=0, Aggregation=Best out of 10 runs2022.03 | 43.1 | 3.83 | — | |
| AG-NetLatency Constraint=4, Optimization Setting=Joint=1, Aggregation=Mean2022.03 | 42.8 | — | 0.5 | |
| Random searchLatency Constraint=4, Aggregation=Best out of 10 runs2022.03 | 42.7 | 3.85 | — | |
| AG-NetLatency Constraint=4, Optimization Setting=Joint=0, Aggregation=Mean2022.03 | 42 | — | 0.47 | |
| Random searchLatency Constraint=4, Aggregation=Mean2022.03 | 41.9 | — | 0.37 | |
| AG-NetLatency Constraint=2, Optimization Setting=Joint=0, Aggregation=Best out of 10 runs2022.03 | 35.5 | 1.58 | — | |
| AG-NetLatency Constraint=2, Optimization Setting=Joint=1, Aggregation=Best out of 10 runs2022.03 | 35.5 | 1.58 | — | |
| Optimum ArchitectureLatency Constraint=22022.03 | 35.5 | 1.58 | — | |
| Random searchLatency Constraint=2, Aggregation=Best out of 10 runs2022.03 | 34.8 | 1.6 | — | |
| AG-NetLatency Constraint=2, Optimization Setting=Joint=1, Aggregation=Mean2022.03 | 34.7 | — | 0.3 | |
| AG-NetLatency Constraint=2, Optimization Setting=Joint=0, Aggregation=Mean2022.03 | 34.6 | — | 0.28 | |
| Random searchLatency Constraint=2, Aggregation=Mean2022.03 | 33.9 | — | 0.08 |