Examples
This section provides practical demonstrations of FHEON in action. It shows different configurations of different networks. The LeNet-5 is the most basic example. We have five implementations of the ResNet-20 architecture using different configurations to show the unlimited possibilites and usage scenrios of FHEON. We also provide other examples for different architectures including: ResNet-34, VGG-11, and VGG-16
- LeNet-5 FHE Implementation
- ResNet-20 FHE Implementation
- ResNet-20 FHE Implementation With Data Preprocessing
- ResNet-20 With Multi-Channel Striding Processing
- ResNet-20 With Multi-Channel Striding and Slot Management
- ResNet-20 Optimized Implementation
- ResNet-34 FHE Implementation
- ResNet-34 Optimized Implementation
- VGG-11 FHE Implementation
- VGG-11 Optimized Implementation
- VGG-16 FHE Implementation
- VGG-16 Optimized Implementation