Channel-wise Mixed-precision Assignment for DNN Inference on Constrained
Edge Nodes

Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes

17 June 2022

Alessio Burrello

Luca Benini

Daniele Jahier Pagliari

Papers citing "Channel-wise Mixed-precision Assignment for DNN Inference on Constrained Edge Nodes"

5 / 5 papers shown

Title
Optimizing DNN Inference on Multi-Accelerator SoCs at Training-time Matteo Risso Alessio Burrello Daniele Jahier Pagliari 46 0 0 24 Feb 2025
Neural Precision Polarization: Simplifying Neural Network Inference with Dual-Level Precision Dinithi Jayasuriya Nastaran Darabi Maeesha Binte Hashem A. R. Trivedi MQ 34 1 0 06 Nov 2024
Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge Georg Rutishauser Francesco Conti Luca Benini MQ 28 5 0 06 Jul 2023
Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference Matteo Risso Alessio Burrello G. M. Sarda Luca Benini Enrico Macii M. Poncino Marian Verhelst Daniele Jahier Pagliari 28 4 0 08 Jun 2023
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017