Batch Input Examples

This section provides practical demonstrations of FHEON in action for batch processing scenarios. It shows different configurations of different networks optimized for processing multiple inputs simultaneously. We provide multiple implementations of the ResNet-20 and ResNet-34 architectures using different batch size configurations to show the flexibility and various usage scenarios of FHEON for batch inference.

• TResNet-20 Batch Implementations
  • Overview
  • Batch Configurations
  • Key Functions
  • Full Example Source
• TResNet-20 Batch Implementations with Joined Keys
  • Overview
  • Key Joining Configurations
  • Key Functions
  • Full Example Source
• TResNet-34 Batch Implementations
  • Overview
  • Batch Configurations
  • Key Functions
  • Full Example Source
• TResNet-34 Batch Implementation with Joined Keys
  • Overview
  • Key Joining Configurations
  • Key Functions
  • Full Example Source