The following table summarizes the examples in this section:
| Model | Data-set | Metric | Floating Point | Simulation | FHE |
|---|---|---|---|---|---|
Fully Connected NN
accuracy
0.95
0.94
0.94
QAT Fully Connected NN
Synthetic (Checkerboard)
accuracy
0.95
0.92
0.92
Convolutional NN
accuracy
0.97
0.91
0.91