Using Lookup Tables to Accelerate Deep Learning Inference

This video highlights the lookup table optimization capability to generate an efficient lookup table for a sigmoid function, which is a key activation function used in deep learning networks. We then compare the relative speedup on an Arduino Due® and STMicroelectronics® discovery board using the generated code for hardware in the loop simulation.