CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads

2 September 2024

Papers citing "CARIn: Constraint-Aware and Responsive Inference on Heterogeneous Devices for Single- and Multi-DNN Workloads"

10 / 10 papers shown

Title
Performance Implications of Multi-Chiplet Neural Processing Units on Autonomous Driving Perception Mohanad Odema Luke Chen Hyoukjun Kwon M. A. Al Faruque 66 0 0 24 Nov 2024
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators Mohanad Odema Luke Chen Hyoukjun Kwon Mohammad Abdullah Al Faruque 19 4 0 01 May 2024
MELTing point: Mobile Evaluation of Language Transformers Stefanos Laskaridis Kleomenis Katevas Lorenzo Minto Hamed Haddadi 27 21 0 19 Mar 2024
BCEdge: SLO-Aware DNN Inference Services with Adaptive Batching on Edge Platforms Ziyang Zhang Huan Li Yang Zhao Changyao Lin Jie Liu 27 3 0 01 May 2023
AdaptiveNet: Post-deployment Neural Architecture Adaptation for Diverse Edge Environments Hao Wen Yuanchun Li Zunshuai Zhang Shiqi Jiang Xiaozhou Ye Ouyang Ye Yaqin Zhang Yunxin Liu 79 29 0 13 Mar 2023
Fluid Batching: Exit-Aware Preemptive Serving of Early-Exit Neural Networks on Edge NPUs Alexandros Kouris Stylianos I. Venieris Stefanos Laskaridis Nicholas D. Lane 30 8 0 27 Sep 2022
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Sachin Mehta Mohammad Rastegari ViT 189 1,210 0 05 Oct 2021
Smart at what cost? Characterising Mobile Deep Neural Networks in the wild Mario Almeida Stefanos Laskaridis Abhinav Mehrotra L. Dudziak Ilias Leontiadis Nicholas D. Lane HAI 95 44 0 28 Sep 2021
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 117 498 0 24 Apr 2018
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,190 0 01 Sep 2014