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Evaluating performance of AI operators using roofline model
Applied Intelligence
◽
10.1007/s10489-021-02794-5
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2021
◽
Author(s):
Zhengbo Chen
◽
Fang Zheng
◽
Qi Yu
◽
Rujun Sun
◽
Feng Guo
◽
...
Keyword(s):
Roofline Model
Download Full-text
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Autotuning Benchmarking Techniques: A Roofline Model Case Study
2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
◽
10.1109/ipdpsw52791.2021.00119
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2021
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Author(s):
Jacob O. Torring
◽
Jan Christian Meyer
◽
Anne C. Elster
Keyword(s):
Model Case
◽
Roofline Model
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A CAD-based methodology to optimize HLS code via the roofline model
Proceedings of the 39th International Conference on Computer-Aided Design
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10.1145/3400302.3415730
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2020
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Author(s):
Marco Siracusa
◽
Lorenzo Di Tucci
◽
Marco Rabozzi
◽
Samuel Williams
◽
Emanuele Del Sozzo
◽
...
Keyword(s):
Roofline Model
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The roofline model for oceanic climate applications
2014 International Conference on High Performance Computing & Simulation (HPCS)
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10.1109/hpcsim.2014.6903762
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2014
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Cited By ~ 3
Author(s):
Italo Epicoco
◽
Silvia Mocavero
◽
Francesca Macchia
◽
Giovanni Aloisio
Keyword(s):
Oceanic Climate
◽
Roofline Model
Download Full-text
Optimizing CNN Accelerator With Improved Roofline Model
10.1109/socc49529.2020.9524754
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2020
◽
Author(s):
Shaoxia Fang
◽
Shulin Zeng
◽
Yu Wang
Keyword(s):
Roofline Model
Download Full-text
Tuning the Blocksize for Dense Linear Algebra Factorization Routines with the Roofline Model
Algorithms and Architectures for Parallel Processing - Lecture Notes in Computer Science
◽
10.1007/978-3-319-49956-7_2
◽
2016
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pp. 18-29
Author(s):
Peter Benner
◽
Pablo Ezzatti
◽
Enrique S. Quintana-Ortí
◽
Alfredo Remón
◽
Juan P. Silva
Keyword(s):
Linear Algebra
◽
Dense Linear Algebra
◽
Roofline Model
Download Full-text
Gables: A Roofline Model for Mobile SoCs
2019 IEEE International Symposium on High Performance Computer Architecture (HPCA)
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10.1109/hpca.2019.00047
◽
2019
◽
Cited By ~ 7
Author(s):
Mark Hill
◽
Vijay Janapa Reddi
Keyword(s):
Roofline Model
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Investigating potential performance benefits of memory layout optimization based on roofline model
Proceedings of the 2nd International Workshop on Software Engineering for Parallel Systems - SEPS 2015
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10.1145/2837476.2837483
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2015
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Cited By ~ 2
Author(s):
Shimpei Sato
◽
Yukinori Sato
◽
Toshio Endo
Keyword(s):
Layout Optimization
◽
Roofline Model
◽
Memory Layout
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The roofline model: A pedagogical tool for program analysis and optimization
2008 IEEE Hot Chips 20 Symposium (HCS)
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10.1109/hotchips.2008.7476531
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2008
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Cited By ~ 6
Author(s):
Samuel Williams
◽
David Patterson
◽
Leonid Oliker
◽
John Shalf
◽
Katherine Yelick
Keyword(s):
Program Analysis
◽
Pedagogical Tool
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Roofline Model
Download Full-text
Cache-aware Roofline model: Upgrading the loft
IEEE Computer Architecture Letters
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10.1109/l-ca.2013.6
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2014
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Vol 13
(1)
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pp. 21-24
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Cited By ~ 48
Author(s):
Aleksandar Ilic
◽
Frederico Pratas
◽
Leonel Sousa
Keyword(s):
Roofline Model
Download Full-text
Dynamic Optimizations in GPU using Roofline Model
2021 IEEE International Symposium on Circuits and Systems (ISCAS)
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10.1109/iscas51556.2021.9401255
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2021
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Author(s):
Winnie Thomas
◽
Suryakant Toraskar
◽
Virendra Singh
Keyword(s):
Dynamic Optimizations
◽
Roofline Model
Download Full-text
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