DNN Memory Footprint Reduction via Post-Training Intra-Layer Multi-Precision Quantization

Behnam Ghavami, Amin Kamjoo, Lesley Shannon +1

The imperative to deploy Deep Neural Network (DNN) models on resource-constrained edge devices, spurred by privacy concerns, has become increasingly apparent. To facilitate the tra…