Valentin Mollov

1paper

1 Paper

LGApr 4, 2021
Faster Convolution Inference Through Using Pre-Calculated Lookup Tables

Grigor Gatchev, Valentin Mollov

Low-cardinality activations permit an algorithm based on fetching the inference values from pre-calculated lookup tables instead of calculating them every time. This algorithm can have extensions, some of which offer abilities beyond those of the currently used algorithms. It also allows for a simpler and more effective CNN-specialized hardware.