Automatically adapting programs for mixed-precision floating-point computation
… Third, we show how our analysis can inform floating-point transformations for runtime
speedup. Since most aspects of identifying mixed precision code regions amount to a single-node …
speedup. Since most aspects of identifying mixed precision code regions amount to a single-node …
Rigorous floating-point mixed-precision tuning
WF Chiang, M Baranowski, I Briggs, A Solovyev… - ACM SIGPLAN …, 2017 - dl.acm.org
… precision analysis (albeit all-quad or all-double), we find it interesting to report what our
mixed-precision … operations toward double-precision, away from quad-precision. This evaluation …
mixed-precision … operations toward double-precision, away from quad-precision. This evaluation …
Sound mixed-precision optimization with rewriting
… We intentionally choose this setup to benchmark the mixedprecision assignments produced
by Daisy and FPTuner and not compiler optimization effects, which are out of scope of this …
by Daisy and FPTuner and not compiler optimization effects, which are out of scope of this …
Tool integration for source-level mixed precision
… integrated tool chain, to automatically identify mixed-precision … tools: 1) CRAFT, a testing-based
search tool, 2) TypeForge, a compilerbased static analysis and code transformation tool, …
search tool, 2) TypeForge, a compilerbased static analysis and code transformation tool, …
HPC-MixPBench: An HPC benchmark suite for mixed-precision analysis
… Our evaluation revealed several insights about the mixedprecision … of tools and techniques
for mixedprecision analysis, our work validated the need for creating viable mixed-precision …
for mixedprecision analysis, our work validated the need for creating viable mixed-precision …
Accelerating scientific computations with mixed precision algorithms
… Later on, we will use the right preconditioning for mixed precision … derive mixed precision
version of variety of algorithms for solving general linear systems of equations. Mixed precision …
version of variety of algorithms for solving general linear systems of equations. Mixed precision …
Enabling mixed-precision with the help of tools: A Nekbone case study
Y Chen, PO Castro, P Bientinesi… - arXiv preprint arXiv …, 2024 - arxiv.org
… arithmetic tools that can be used for floating-point precision reduction. – With this in mind,
we analyze Nekbone with the Verificarlo tool and identify potentials for precision cropping. …
we analyze Nekbone with the Verificarlo tool and identify potentials for precision cropping. …
Mixed Precision in Heterogeneous Parallel Computing Platforms via Delayed Code Analysis
D Cattaneo, A Maggioli, G Magnani, L Denisov… - … on Embedded Computer …, 2023 - Springer
… by mixed precision. We propose an extension to the taffo precision tuning toolset that enables
Mixed Precision … on GPGPUs, leveraging static analysis and providing seamless interface …
Mixed Precision … on GPGPUs, leveraging static analysis and providing seamless interface …
Investigating mixed-precision for AGATA pulse-shape analysis
R Molina, V Lafage, D Chamont… - EPJ Web of …, 2024 - epj-conferences.org
… Following on from this work, it would appear necessary to implement our mixedprecision
solution on hardware really supporting half-precision, and check the expected performance …
solution on hardware really supporting half-precision, and check the expected performance …
Everything you Need to Know About Reduced Mixed Precision Computation in Numerical Programs
DB Khalifa, M Martel - 2023 - hal.science
… , but this tool uses MPFR [26] and source code modification to simulate non-standard
precision. In summary, all the search-based approaches used for identifying valid mixedprecision …
precision. In summary, all the search-based approaches used for identifying valid mixedprecision …
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- mixed precision tuning
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