S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN
Acceleration

S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration

16 July 2021

Yuhao Zhu

Matthew Mattina

Papers citing "S2TA: Exploiting Structured Sparsity for Energy-Efficient Mobile CNN Acceleration"

8 / 8 papers shown

Title
Generative AI in Embodied Systems: System-Level Analysis of Performance, Efficiency and Scalability Zishen Wan Jiayi Qian Yuhang Du Jason J. Jabbour Yilun Du Yang Katie Zhao A. Raychowdhury Tushar Krishna Vijay Janapa Reddi LM&Ro 99 0 0 26 Apr 2025
Periodic Online Testing for Sparse Systolic Tensor Arrays C. Peltekis Chrysostomos Nicopoulos G. Dimitrakopoulos 52 0 0 25 Apr 2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 58 1 0 20 Jan 2025
SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization T. Yasuda Kyriakos Axiotis Gang Fu M. Bateni Vahab Mirrokni 47 0 0 27 Feb 2024
VEGETA: Vertically-Integrated Extensions for Sparse/Dense GEMM Tile Acceleration on CPUs Geonhwa Jeong S. Damani Abhimanyu Bambhaniya Eric Qin C. Hughes S. Subramoney Hyesoon Kim T. Krishna MoE 46 24 0 17 Feb 2023
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU Hugo Tessier Vincent Gripon Mathieu Léonardon M. Arzel David Bertrand T. Hannagan GNN SSeg 3DPC 35 2 0 13 Jun 2022
I-BERT: Integer-only BERT Quantization Sehoon Kim A. Gholami Z. Yao Michael W. Mahoney Kurt Keutzer MQ 107 344 0 05 Jan 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,996 0 20 Apr 2018