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Time and energy modeling of high-performance Level-3 BLAS on x86 architectures

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Time and energy modeling of high-performance Level-3 BLAS on x86 architectures

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Alonso-Jordá, P.; Catalán, S.; Igual, FD.; Mayo, R.; Rodríguez-Sánchez, R.; Quintana Ortí, ES. (2015). Time and energy modeling of high-performance Level-3 BLAS on x86 architectures. Simulation Modelling Practice and Theory. 55:77-94. https://doi.org/10.1016/j.simpat.2015.04.003

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Title: Time and energy modeling of high-performance Level-3 BLAS on x86 architectures
Author: Alonso-Jordá, Pedro Catalán, Sandra Igual, Francisco D Mayo, Rafael Rodríguez-Sánchez, Rafael Quintana Ortí, Enrique Salvador
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
[EN] We present accurate piece-wise models for the time and energy costs of high performance implementations of both the matrix multiplication (gemm) and the triangular system solve with multiple right-hand sides (trsm) ...[+]
Subjects: Modeling , High performance , Energy consumption , Matrix multiplication , Linear algebra
Copyrigths: Cerrado
Source:
Simulation Modelling Practice and Theory. (issn: 1569-190X )
DOI: 10.1016/j.simpat.2015.04.003
Publisher:
Elsevier
Publisher version: http://dx.doi.org/10.1016/j.simpat.2015.04.003
Project ID:
info:eu-repo/grantAgreement/EC/FP7/318793/EU/Energy-Aware Sustainable Computing on Future Technology – Paving the Road to Exascale Computing/
info:eu-repo/grantAgreement/MICINN//TIN2011-23283/ES/POWER-AWARE HIGH PERFORMANCE COMPUTING/
info:eu-repo/grantAgreement/MINECO//TIN2012-32180/ES/ARQUITECTURAS Y TECNOLOGIAS EMERGENTES. EFICIENCIA ENERGETICA MEDIANTE HETEROGENEIDAD/
Description: This is the author’s version of a work that was accepted for publication in Simulation Modelling Practice and Theory. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Simulation Modelling Practice and Theory, [Volume 55, June 2015, Pages 77–94] DOI 10.1016/j.simpat.2015.04.003
Thanks:
This work was supported by the CICYT Projects TIN2011-23283 and CICYT-TIN 2012-32180 of the MINECO and FEDER, and the EU FET Project FP7 318793 "EXA2GREEN".
Type: Artículo

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