dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference

Elias Trommer, Bernd Waschneck, Akash Kumar

Reducing the memory footprint of neural networks is a crucial prerequisite for deploying them in small and low-cost embedded devices. Network parameters can often be reduced signif…