Results 1 to 10 of about 3,212 (267)
Tensor language model enables generative scheduling for efficient tensor compilation [PDF]
Scientific ReportsThe high rate of increase in the deep learning tasks as well as heterogeneous computing systems necessitates compilers that achieve low compile time and high performance.
Sajid Mehmood +7 more
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Graph neural networks with configuration cross-attention for tensor compilers [PDF]
Frontiers in Artificial IntelligenceWith the recent popularity of neural networks comes the need for efficient serving of inference workloads. A neural network inference workload can be represented as a computational graph with nodes as operators transforming multidimensional tensors.
Dmitrii Khizbullin +4 more
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IMPROVING THE PRECISION OF FLOW-SENSITIVE LIFETIME ANALYSIS [PDF]
Acta Electrotechnica et Informatica, 2021 Object lifetimes are a common source of bugs in C++ that can cause crashes, unexpected behavior, or even security vulnerabilities. Herb Sutter, the chair of the C++ standard committee proposed a flow-sensitive analysis to catch lifetime errors ...
Gabor HORVÁTH, Norbert PATAKI
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Computers, 2023 Static analysis is a software testing technique that analyzes the code without executing it. It is widely used to detect vulnerabilities, errors, and other issues during software development.
Midya Alqaradaghi +2 more
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Static analysis of function calls in Erlang [PDF]
e-Informatica Software Engineering Journal, 2013 Functions and their relations can affect numerous properties and metrics of a functional program. To identify and represent the functions and their calling connections, software analysers commonly apply semantic function analysis, which derives the ...
Dániel Horpácsi, Judit Kőszegi
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Debugging Debug Information With Neural Networks
IEEE Access, 2022 The correctness of debug information included in optimized binaries has been the subject of recent attention by the research community. Indeed, it represents a practically important problem, as most of the software running in production is produced by an
Fiorella Artuso +2 more
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Статический и динамический подходы к преобразованию косвенных переходов
Современные информационные технологии и IT-образование, 2023 С ростом популярности модульной парадигмы программирования количество косвенных переходов в продуцируемом коде значительно возросло. Аппаратные способы уменьшить задержки, связанные с такими переходами, требуют сложной логики непосредственно на кристалле,
Черноног, В.В. +2 more
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A Tag-Based Solution for Safer Parallel STL Usage
Acta Electrotechnica et Informatica, 2023 The continuous evolution of programming languages creates a challenge not only for the compiler implementers but also for the regular developers. The C++17 standard introduced the Parallel STL library, a parallel extension of the original and fundamental
Barth Benjámin +2 more
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Structures Partitioning Optimization for Vector Optimizer in Intel Graphics Compiler
Современные информационные технологии и IT-образование, 2022 Computations on video cards and specialized accelerators are widely used to solve many important practical tasks. Developers working with OpenCL, SYCL, CM, and ISPC rely heavily on the quality of optimizations in graphics compilers.
Konstantin Vladimirov, Ilya Andreev
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BinCC: Scalable Function Similarity Detection in Multiple Cross-Architectural Binaries
IEEE Access, 2022 With the undeniable increase in popularity of open source software, also the availability and reuse of source code have increased. While the detection of code clones helps tracking reuse and evolution while dealing with source code, little prior work ...
Davide Pizzolotto, Katsuro Inoue
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