Koios 2.0: Open-Source Deep Learning Benchmarks for FPGA Architecture and CAD Research-Reference-Cited by-同舟云学术

Koios 2.0: Open-Source Deep Learning Benchmarks for FPGA Architecture and CAD Research

Published:2023-11 Issue:11 Volume:42 Page:3895-3909
ISSN:0278-0070
Container-title:IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
language:
Short-container-title:IEEE Trans. Comput.-Aided Des. Integr. Circuits Syst.

Author:

Arora Aman¹^ORCID,Boutros Andrew²^ORCID,Damghani Seyed Alireza³,Mathur Karan¹,Mohanty Vedant¹,Anand Tanmay¹^ORCID,Elgammal Mohamed A.²^ORCID,Kent Kenneth B.³^ORCID,Betz Vaughn²^ORCID,John Lizy K.¹^ORCID

Affiliation:

1. Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, TX, USA

2. Department of Electrical and Computer Engineering, University of Toronto, Toronto, Canada

3. University of New Brunswick, Fredericton, Canada

Funder

National Science Foundation

Vector Institute for AI

Intel/VMWare Crossroads 3D FPGA Academic Research Center

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Link

https://ieeexplore.ieee.org/ielam/43/10288105/10114677-aam.pdf

Reference58 articles.

1. Learn to Place: FPGA Placement Using Reinforcement Learning and Directed Moves

2. Benchmarking and evaluating reconfigurable architectures targeting the mobile domain

3. Wait of a Decade: Did SPEC CPU 2017 Broaden the Performance Horizon?

4. Timing-Driven Titan

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1. GOLDS: Genetic Algorithm-based Optimization of Custom FPGA Architecture Layout Design for Secure Silicon;Proceedings of the Great Lakes Symposium on VLSI 2024;2024-06-12

2. WCPNet: Jointly Predicting Wirelength, Congestion and Power for FPGA Using Multi-Task Learning;ACM Transactions on Design Automation of Electronic Systems;2024-05-03

3. Into the Third Dimension: Architecture Exploration Tools for 3D Reconfigurable Acceleration Devices;2023 International Conference on Field Programmable Technology (ICFPT);2023-12-12

4. Respect the Difference: Reinforcement Learning for Heterogeneous FPGA Placement;2023 International Conference on Field Programmable Technology (ICFPT);2023-12-12