Object Detection on GEN1 (Energy Consumption and Latency)
16.5Total Energy (mJ)Model-1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Model-1Platform=Loihi 2, Batch size=12026.04 | 16.5 | 11.36 | 187.5 | |
| Model-2Platform=Loihi 2, Batch size=12026.04 | 25.46 | 16.75 | 426.5 | |
| Model-3Platform=Loihi 2, Batch size=12026.04 | 28.88 | 17.65 | 509.7 | |
| Model-1Platform=Orin Nano, Batch size=12026.04 | 28.91 | 4.65 | 134.47 | |
| Model-2Platform=Orin Nano, Batch size=12026.04 | 31.78 | 4.74 | 150.6 | |
| Model-3Platform=Orin Nano, Batch size=12026.04 | 42.71 | 6.67 | 284.75 | |
| Model-1Platform=CPU, Batch size=12026.04 | 149.8 | 11.9 | 1,782.6 | |
| Model-1Platform=nano B01, Batch size=12026.04 | 164.04 | 45.45 | 7,456.5 | |
| Model-2Platform=CPU, Batch size=12026.04 | 173.2 | 14.69 | 2,544.3 | |
| Model-2Platform=nano B01, Batch size=12026.04 | 178.91 | 45.45 | 8,132.2 | |
| Model-3Platform=nano B01, Batch size=12026.04 | 188.89 | 52.63 | 9,941.8 | |
| Model-3Platform=CPU, Batch size=12026.04 | 242.1 | 17.76 | 4,299.7 |