Suchergebnisse - "array programming languages"

Improving the DX for Newbie and Casual Array Developers von Thomas, David, Samadi, Will

“… Array programming languages offer unmatched expressiveness for array operations. Despite their relevance in machine learning and scientific computing, languages like APL, J, and k remain niche …”
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quAPL: Modeling Quantum Computation in an Array Programming Language von Nuncz-Corrales, Santiago, Frenkel, Marcos, Abreu, Bruno

“… Most contemporary quantum programming languages describe computation as circuits, using a host classical counterpart to drive the execution of quantum …”
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Compilation of sparse array programming models von Henry, Rawn, Hsu, Olivia, Yadav, Rohan, Chou, Stephen, Olukotun, Kunle, Amarasinghe, Saman, Kjolstad, Fredrik

“… This paper shows how to compile sparse array programming languages. A sparse array programming language is an array programming language that supports element …”
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Single Assignment C: efficient support for high-level array operations in a functional setting von SCHOLZ, SVEN-BODO

“… Together, these constructs allow for a programming style similar to that of array programming languages such as APL …”
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A Systolic Array Programming Language von Tseng, P.S.

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A systolic array programming language von Tseng, P.S.

“… The author gives an overview of the Warp systolic array and describes the AL language and its implementation for the Warp machine. AL is a sequential …”
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Sketch-Guided Equality Saturation: Scaling Equality Saturation to Complex Optimizations of Functional Programs von Koehler, Thomas, Trinder, Phil, Steuwer, Michel

“… Functional array programming languages with patterns like map and reduce have been successfully combined with term rewriting to define and explore optimization spaces …”
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A Lambda Calculus for Transfinite Arrays: Unifying Arrays and Streams von Sinkarovs, Artjoms, Scholz, Sven-Bodo

“… Array programming languages allow for concise and generic formulations of numerical algorithms, thereby providing a huge potential for program optimisation such as fusion, parallelisation, etc …”
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Getting to the point: index sets and parallelism-preserving autodiff for pointful array programming von Paszke, Adam, Johnson, Daniel D., Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew J., Ragan-Kelley, Jonathan, Maclaurin, Dougal

“… We present a novel programming language design that attempts to combine the clarity and safety of high-level functional languages with the efficiency and …”
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AUTOMAP: Inferring Rank-Polymorphic Function Applications with Integer Linear Programming von Schenck, Robert, Hinnerskov, Nikolaj Hey, Henriksen, Troels, Madsen, Magnus, Elsman, Martin

“… Dynamically typed array languages such as Python, APL, and Matlab lift scalar operations to arrays and replicate scalars to fit applications. We present a …”
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Asynchronous adaptive optimisation for generic data-parallel array programming von Grelck, Clemens, van Deurzen, Tim, Herhut, Stephan, Scholz, Sven-Bodo

“… SUMMARY Programming productivity very much depends on the availability of basic building blocks that can be reused for a wide range of application scenarios …”
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SAC—A Functional Array Language for Efficient Multi-threaded Execution von Grelck, Clemens, Scholz, Sven-Bodo

“… We give an in-depth introduction to the design of our functional array programming language SaC, the main aspects of its compilation into host machine code, and its parallelisation based on multi-threading …”
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Using Rewrite Strategies for Efficient Functional Automatic Differentiation von Böhler, Timon, Richter, David, Mezini, Mira

“… Automatic Differentiation (AD) has become a dominant technique in ML. AD frameworks have first been implemented for imperative languages using tapes …”
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HorsePower: an Array-Based Optimization Framework for Query Processing and Data Analytics von Chen, Hanfeng

“… The similarity in the computational characteristics of such database workloads and array programming language optimizations have so far been largely unexplored …”
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SAC Goes Cluster: Fully Implicit Distributed Computing von Macht, Thomas, Grelck, Clemens

“… SAC (Single Assignment C) is a purely functional, data-parallel array programming language that predominantly targets compute-intensive applications …”
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Dependently typed array programs don’t go wrong von Trojahner, Kai, Grelck, Clemens

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Performance evaluation of programming languages von Singh, Priya, Shukla, Satyam, Chandra, Subhash, Dixit, Vimal

“… some of them are out of use. Here in this paper we basically did the comparison between array programming language and compiled programming languages besides this we also discussed about the concurrent …”
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Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming von Paszke, Adam, Johnson, Daniel, Duvenaud, David, Vytiniotis, Dimitrios, Radul, Alexey, Johnson, Matthew, Ragan-Kelley, Jonathan, Maclaurin, Dougal

“… We present a novel programming language design that attempts to combine the clarity and safety of high-level functional languages with the efficiency and …”
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McFor: A MATLAB to Fortran 95 compiler von Li, Jun

“… The high-level array programming language MATLAB is widely used for prototyping algorithms and applications of scientific computations …”
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Denotational Semantics of Shape:: Past, Present and Future von Jay, C.B.

“… Past work on the semantics of vectors and arrays provides a denotational semantics for the new, higher-order, polymorphic array programming language FISh, that uses static analysis to determine array shapes …”
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