SCALE-Sim: Systolic CNN Accelerator Simulator

SCALE-Sim: Systolic CNN Accelerator Simulator

16 October 2018

Yuhao Zhu

Matthew Mattina

Papers citing "SCALE-Sim: Systolic CNN Accelerator Simulator"

18 / 18 papers shown

Title
Embedded Distributed Inference of Deep Neural Networks: A Systematic Review Federico Nicolás Peccia Oliver Bringmann 30 0 0 06 May 2024
TransAxx: Efficient Transformers with Approximate Computing Dimitrios Danopoulos Georgios Zervakis Dimitrios Soudris Jörg Henkel ViT 42 2 0 12 Feb 2024
Slice-and-Forge: Making Better Use of Caches for Graph Convolutional Network Accelerators Min-hee Yoo Jaeyong Song Hyeyoon Lee Jounghoo Lee Namhyung Kim Youngsok Kim Jinho Lee GNN 28 5 0 24 Jan 2023
PhotoFourier: A Photonic Joint Transform Correlator-Based Neural Network Accelerator Shurui Li Hangbo Yang C. Wong V. Sorger Puneet Gupta 12 12 0 10 Nov 2022
Design of High-Throughput Mixed-Precision CNN Accelerators on FPGA Cecilia Latotzke Tim Ciesielski T. Gemmeke MQ 13 7 0 09 Aug 2022
QADAM: Quantization-Aware DNN Accelerator Modeling for Pareto-Optimality A. Inci Siri Garudanagiri Virupaksha Aman Jain Venkata Vivek Thallam Ruizhou Ding Diana Marculescu MQ 24 2 0 20 May 2022
QAPPA: Quantization-Aware Power, Performance, and Area Modeling of DNN Accelerators A. Inci Siri Garudanagiri Virupaksha Aman Jain Venkata Vivek Thallam Ruizhou Ding Diana Marculescu MQ 11 5 0 17 May 2022
Bifrost: End-to-End Evaluation and Optimization of Reconfigurable DNN Accelerators Axel Stjerngren Perry Gibson José Cano 23 4 0 26 Apr 2022
Compiler-Driven Simulation of Reconfigurable Hardware Accelerators Zhijing Li Yuwei Ye S. Neuendorffer Adrian Sampson 28 3 0 01 Feb 2022
Auto-Split: A General Framework of Collaborative Edge-Cloud AI Amin Banitalebi-Dehkordi Naveen Vedula J. Pei Fei Xia Lanjun Wang Yong Zhang 22 89 0 30 Aug 2021
Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge Vinod Ganesan Pratyush Kumar 34 2 0 25 Aug 2021
FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks Sheng-Chun Kao Suvinay Subramanian Gaurav Agrawal Amir Yazdanbakhsh T. Krishna 30 57 0 13 Jul 2021
Mind Mappings: Enabling Efficient Algorithm-Accelerator Mapping Space Search Kartik Hegde Po-An Tsai Sitao Huang Vikas Chandra A. Parashar Christopher W. Fletcher 26 90 0 02 Mar 2021
Control Variate Approximation for DNN Accelerators Georgios Zervakis Ourania Spantidi Iraklis Anagnostopoulos H. Amrouch J. Henkel BDL 18 22 0 18 Feb 2021
CLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge Devices Parth Mannan A. Samajdar T. Krishna 23 2 0 27 Aug 2020
STONNE: A Detailed Architectural Simulator for Flexible Neural Network Accelerators Francisco Munoz-Martínez José L. Abellán M. Acacio T. Krishna 17 11 0 10 Jun 2020
DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures Yang Katie Zhao Chaojian Li Yue Wang Pengfei Xu Yongan Zhang Yingyan Lin 9 41 0 26 Feb 2020
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking Haichuan Yang Yuhao Zhu Ji Liu CVBM 12 36 0 12 Jun 2018