Výsledky vyhledávání - "Loop interchange"

Roofline-Model-Based Design Space Exploration for Dataflow Techniques of CNN Accelerators

Autor: Sungkyung Park, Chan Park, Chester Park

Publikováno v: IEEE Access, Vol 8, Pp 172509-172523 (2020)

To effectively compute convolutional layers, a complex design space must exist (e.g., the dataflow techniques associated with the layer parameters, loop transformation techniques, and hardware parameters). For efficient design space exploration (DSE)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1f573e02493fb4869b67e7b60d6e7dd1
https://ieeexplore.ieee.org/document/9201450/

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Memory-access-aware Safety and Profitability Analysis for Transformation of Accelerator-bound OpenMP Loops

Autor: Muhammad Usman, Ettore Tiotto, Taylor Lloyd, Artem Chikin, José Nelson Amaral

Publikováno v: ACM Transactions on Architecture and Code Optimization. 16:1-26

Iteration Point Difference Analysis is a new static analysis framework that can be used to determine the memory coalescing characteristics of parallel loops that target GPU offloading and to ascertain safety and profitability of loop transformations

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::5b7cefd63d5dfb06f52cf39fabd11286
https://doi.org/10.1145/3333060

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Optimizing supercompilers for supercomputers

Autor: Michael Wolfe

Publikováno v: ICS

Between a problem statement and its solution as a computer simulation are several steps, from choosing a method, writing a program, compiling to machine code, making runtime decisions, and hardware execution. Here we will look at the middle three dec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::429bd7b52bd8374feef0b54a9fb76cb6
https://doi.org/10.1145/3392717.3400034

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Futhark: purely functional GPU-programming with nested parallelism and in-place array updates

Autor: Martin Elsman, Cosmin E. Oancea, Troels Henriksen, Fritz Henglein, Niels Gustav Westphal Serup

Publikováno v: PLDI

Futhark is a purely functional data-parallel array language that offers a machine-neutral programming model and an optimising compiler that generates OpenCL code for GPUs. This paper presents the design and implementation of three key features of Fut

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::322d3842cb0edfb90f7b2f5dba8b7fe5
https://doi.org/10.1145/3140587.3062354

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Variable Liberalization

Autor: Sanyam Mehta, Pen-Chung Yew

Publikováno v: ACM Transactions on Architecture and Code Optimization. 13:1-25

In the wake of the current trend of increasing the number of cores on a chip, compiler optimizations for improving the memory performance have assumed increased importance. Loop fusion is one such key optimization that can alleviate memory and bandwi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::00bbf4afc62f4075efc9b639a760b39c
https://doi.org/10.1145/2963101

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Mapping Imperfect Loops to Coarse-Grained Reconfigurable Architectures

Autor: Jongeun Lee, Hongsik Lee, Seongseok Seo, Hyeonuk Sim

Publikováno v: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 35:1092-1104

Nested loops represent a significant portion of application runtime in multimedia and DSP applications, an important domain of applications for coarse-grained reconfigurable architectures (CGRAs). While conventional approaches to mapping nested loops

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::22aed4681aac41b829c362bf8b52e1ba
https://doi.org/10.1109/tcad.2015.2504918

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Combinators for impure yet hygienic code generation

Autor: Oleg Kiselyov, Yukiyoshi Kameyama, Chung-chieh Shan

Publikováno v: PEPM

Code generation is the leading approach to making high-performance software reusable. Effects are indispensable in code generators, whether to report failures or to insert let-statements and if-guards. Extensive painful experience shows that unrestri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5fc405165adf14da34d602fe71a758a1
https://doi.org/10.1016/j.scico.2015.08.007

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Verification of loop parallelisations

Autor: Blom, Stefan, Darabi, Saeed, Huisman, Marieke, Egyed, Alexander, Schaefer, Ina

Publikováno v: Fundamental Approaches to Software Engineering ISBN: 9783662466742
FASE
STARTPAGE=IPA;ENDPAGE=4;TITLE=ICT.OPEN 2015
Proceedings of the 18th International Conference on Fundamental Approaches to Software Engineering (FASE 2015), 202-217
STARTPAGE=202;ENDPAGE=217;TITLE=Proceedings of the 18th International Conference on Fundamental Approaches to Software Engineering (FASE 2015)
University of Twente Research Information (Pure Portal)

Writing correct parallel programs becomes more and more difficult as the complexity and heterogeneity of processors increase. This issue is addressed by parallelising compilers. Various compiler directives can be used to tell these compilers where to

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d7baca28c42166e982cae6aca62e6a67
https://doi.org/10.1007/978-3-662-46675-9_14

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Performance Evaluation of a Parallel Algorithm for Determining All Optimal Solutions of the 1D Array Partitioning Problem

Autor: Bchira Ben Mabrouk, Hajer Salhi, Zaher Mahjoub

Publikováno v: AICCSA

We address the parallelization of the determination of all optimal solutions (DAOS) for the 1D array partitioning problem, an easy combinatorial optimization problem that may be solved by dynamic programming. It turns out that the designed DAOS algor

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::fbf9e9fc7647a748e3081c4903bd1815
https://doi.org/10.1109/aiccsa.2017.179

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