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SAT based exact synthesis using DAG topology families

Published: 24 June 2018 Publication History

Abstract

SAT based exact synthesis is a powerful technique, with applications in logic optimization, technology mapping, and synthesis for emerging technologies. However, its runtime behavior can be unpredictable and slow. In this paper, we propose to add a new type of constraint based on families of DAG topologies. Such families restrict the search space considerably and let us partition the synthesis problem in a natural way. Our approach shows significant reductions in runtime as compared to state-of-the-art implementations, by up to 63.43%. Moreover, our implementation has significantly fewer timeouts compared to baseline and reference implementations, and reduces this number by up to 61%. In fact, our topology based implementation dominates the others with respect to the number of solved instances: given a runtime bound, it solves at least as many instances as any other implementation.

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Cited By

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  • (2024)DAG-Aware Synthesis OrchestrationIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems10.1109/TCAD.2024.339705243:12(4666-4675)Online publication date: Dec-2024
  • (2023)Exact Synthesis Based on Semi-Tensor Product Circuit Solver2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)10.23919/DATE56975.2023.10137287(1-6)Online publication date: Apr-2023
  • (2020)SAT-Sweeping Enhanced for Logic Synthesis2020 57th ACM/IEEE Design Automation Conference (DAC)10.1109/DAC18072.2020.9218691(1-6)Online publication date: Jul-2020
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cover image ACM Conferences
DAC '18: Proceedings of the 55th Annual Design Automation Conference
June 2018
1089 pages
ISBN:9781450357005
DOI:10.1145/3195970
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 24 June 2018

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DAC '18
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DAC '18: The 55th Annual Design Automation Conference 2018
June 24 - 29, 2018
California, San Francisco

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Overall Acceptance Rate 1,770 of 5,499 submissions, 32%

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Cited By

View all
  • (2024)DAG-Aware Synthesis OrchestrationIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems10.1109/TCAD.2024.339705243:12(4666-4675)Online publication date: Dec-2024
  • (2023)Exact Synthesis Based on Semi-Tensor Product Circuit Solver2023 Design, Automation & Test in Europe Conference & Exhibition (DATE)10.23919/DATE56975.2023.10137287(1-6)Online publication date: Apr-2023
  • (2020)SAT-Sweeping Enhanced for Logic Synthesis2020 57th ACM/IEEE Design Automation Conference (DAC)10.1109/DAC18072.2020.9218691(1-6)Online publication date: Jul-2020
  • (2020)Clustering-Guided SMT($$\mathcal {L\!R\!A}$$) LearningIntegrated Formal Methods10.1007/978-3-030-63461-2_3(41-59)Online publication date: 13-Nov-2020
  • (2020)SAT-Based Encodings for Optimal Decision Trees with Explicit PathsTheory and Applications of Satisfiability Testing – SAT 202010.1007/978-3-030-51825-7_35(501-518)Online publication date: 26-Jun-2020
  • (2019)On-the-fly and DAG-aware: Rewriting Boolean Networks with Exact Synthesis2019 Design, Automation & Test in Europe Conference & Exhibition (DATE)10.23919/DATE.2019.8715185(1649-1654)Online publication date: Mar-2019
  • (2019)Scalable Generic Logic SynthesisProceedings of the 56th Annual Design Automation Conference 201910.1145/3316781.3317905(1-6)Online publication date: 2-Jun-2019

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