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Source Matching and Rewriting [article]

Vinicius Couto, Luciano Zago, Hervé Yviquel, Guido Araújo
<span title="2022-02-05">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>

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Experimental results show that SMR can effectively match idioms from Fortran (FIR) and C (CIL) programs while raising them as BLAS calls to improve performance.  ...  Although recent works based on Multi-Level IR (MLIR) have been proposed for code raising, they rely on specialized languages, compiler recompilation, or in-depth dialect knowledge.  ...  Polygeist [33] is a C front-end for the MLIR Affine dialect which was not released in time to be used by this work.  ... 
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Citation

Vinicius Couto, Luciano Zago, Hervé Yviquel, Guido Araújo. "Source Matching and Rewriting." arXiv (2022)

Automatic Creation of High-Bandwidth Memory Architectures from Domain-Specific Languages: The Case of Computational Fluid Dynamics [article]

Stephanie Soldavini, Karl F. A. Friebel, Mattia Tibaldi, Gerald Hempel, Jeronimo Castrillon, Christian Pilato
<span title="2022-04-02">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>

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<span title="2022-03-21">2022</span> <span class="release-stage" >pre-print</span>
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.10850v1">arXiv:2203.10850v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vrxf67fybzenrfds4rhhfakoci">fatcat:vrxf67fybzenrfds4rhhfakoci</a> </span>
Our flow starts from the high-level specification of tensor operations and combines an MLIR-based compiler with an in-house hardware generation flow to automatically design systems.  ...  In this paper, we propose an automated tool flow from a Domain-Specific Language (DSL) to generate massively-parallel accelerators on FPGA to address these challenges.  ...  In the context of MLIR, projects such as Polygeist [31] and Phism [54] use polyhedral modelling to ingest, optimize, and even emit C code for HLS.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.10850v2">arXiv:2203.10850v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qhhw2ewgdvfolk6776ffodt2me">fatcat:qhhw2ewgdvfolk6776ffodt2me</a> </span>
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Citation

Stephanie Soldavini, Karl F. A. Friebel, Mattia Tibaldi, Gerald Hempel, Jeronimo Castrillon, Christian Pilato. "Automatic Creation of High-Bandwidth Memory Architectures from Domain-Specific Languages: The Case of Computational Fluid Dynamics." arXiv (2022)