Deep Learning Examples

Summary

The following table summarizes the examples in this section:

Model	Data-set	Metric	Floating Point	Simulation	FHE
Fully Connected NN	Iris	accuracy	0.95	0.94	0.94
QAT Fully Connected NN	Synthetic (Checkerboard)	accuracy	0.95	0.92	0.92
Convolutional NN	Digits	accuracy	0.97	0.91	0.91

Examples

• FullyConnectedNeuralNetwork.ipynb

• QuantizationAwareTraining.ipynb

• ConvolutionalNeuralNetwork.ipynb