Memory-Efficient Partitioned DNN Inference on Resource-Constrained Android Crowds

Lakshani Manamperi, Disumi Pathirana, Thiwanka Pathirana +2

Deploying large deep neural networks on memory-constrained mobile devices is a central challenge in edge ML. While compression, pruning, and quantization reduce per-parameter cost,…