Table 2.
Deep neural network (DNN) models and corresponding power profiles.
DNN Model (VPU Arch) | Frame Rate (fps) | Trad. Sys Power (W) | NSP Sys Power (W) |
---|---|---|---|
AlexNet (Myriad2) | 12 | 3 | 1.86 |
mobileNetSSD (Myriad2) | 11.8 | 1.92 | 0.9 |
GoogLeNet (Neurostream) | 83 | 3.13 | 1.81 |
ResNet50 (Neurostream) | 34 | 2.67 | 1.34 |