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Intermediate Representations (IRs) are central to optimizing compilers as the way the program is represented may enhance or limit analyses and transformations. Suitable IRs focus on exposing the most relevant information and establish invariants that different compiler passes can rely on.
Magnus Själander, Jan Christian Meyer
exaly +4 more sources
Code vulnerability detection method based on graph neural network
The schemes of using neural networks for vulnerability detection are mostly based on traditional natural language processing ideas, processing the code as array samples and ignoring the structural features in the code, which may omit possible ...
Hao CHEN, Ping YI
doaj +3 more sources
Intermediate representation [PDF]
The increasing significance of intermediate representations in compilers.
+5 more sources
The number of processing elements per solution is growing. From embedded devices now employing (often heterogeneous) multi-core processors, across many-core scientific computing platforms, to distributed systems comprising thousands of interconnected ...
Sebastien Cook, Paulo Garcia
doaj +1 more source
Method of diversity software protection based on fusion compilation
For the obvious characteristics and single mode of the existing common protection methods, with the help of the LLVM framework, a diversity software protection method based on fusion compilation was proposed.
XIONG Xiaobing, SHU Hui, KANG Fei
doaj +3 more sources
Applying Automatic Translation for Optical Music Recognition’s Encoding Step
Optical music recognition is a research field whose efforts have been mainly focused, due to the difficulties involved in its processes, on document and image recognition.
Antonio Ríos-Vila +4 more
doaj +1 more source
sparse-ir: Optimal compression and sparse sampling of many-body propagators
We introduce sparse-ir, a collection of libraries to efficiently handle imaginary-time propagators, a central object in finite-temperature quantum many-body calculations. We leverage two concepts: firstly, the intermediate representation (IR), an optimal
Markus Wallerberger +17 more
doaj +1 more source
A Formal Semantics of the GraalVM Intermediate Representation [PDF]
The optimization phase of a compiler is responsible for transforming an intermediate representation (IR) of a program into a more efficient form. Modern optimizers, such as that used in the GraalVM compiler, use an IR consisting of a sophisticated graph data structure that combines data flow and control flow into the one structure.
Brae J. Webb, Mark Utting, Ian J. Hayes
openaire +5 more sources
Antescofo Intermediate Representation
We describe an intermediate language designed as a medium-level internal representation of programs of the interactive music system Antescofo. This representation is independent both of the Antescofo source language and of the architecture of the execution platform.
Florent Jacquemard +1 more
openaire +4 more sources
Equality Saturation: A New Approach to Optimization [PDF]
Optimizations in a traditional compiler are applied sequentially, with each optimization destructively modifying the program to produce a transformed program that is then passed to the next optimization.
Ross Tate +3 more
doaj +1 more source

