Neural Architecture Search on HW-NAS-Bench FPGA
44.4AccuracyOptimum Architecture
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Optimum ArchitectureLatency Constraint=12022.03 | 44.4 | 1 | — | |
| AG-NetLatency Constraint=1, Optimization Setting=Joint=0, Aggregation=Best out of 10 runs2022.03 | 44 | 0.97 | — | |
| AG-NetLatency Constraint=1, Optimization Setting=Joint=1, Aggregation=Best out of 10 runs2022.03 | 44 | 0.97 | — | |
| Random searchLatency Constraint=1, Aggregation=Best out of 10 runs2022.03 | 43.8 | 0.97 | — | |
| AG-NetLatency Constraint=1, Optimization Setting=Joint=0, Aggregation=Mean2022.03 | 43.3 | — | 0.65 | |
| AG-NetLatency Constraint=1, Optimization Setting=Joint=1, Aggregation=Mean2022.03 | 43.3 | — | 0.8 | |
| Random searchLatency Constraint=1, Aggregation=Mean2022.03 | 42.9 | — | 0.58 |