Latency Prediction on Widely-used CNN models
11.67Real Latency (ms)BP Network
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BP NetworkModel=MobileNet-1602026.07 | 11.67 | 11.42 | 2.14 | |
| NNModel=VGG-162026.07 | 65.37 | 56.53 | 13.52 | |
| BP NetworkModel=Inception-v32026.07 | 70.6 | 64.73 | 8.31 | |
| BP NetworkModel=ResNet-1012026.07 | 82.67 | 83.19 | 0.63 | |
| BP NetworkModel=Nasnet-mobile2026.07 | 96.25 | 111.15 | 13.41 |