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检索条件"任意字段=12th International Conference on Generative Programming: Concepts and Experiences"

共 91 条记录，以下是21-30 订阅

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CLOP: A Multi-stage Compiler to Seamlessly Embed Heterogeneous Code 2015

CLOP: A Multi-stage Compiler to Seamlessly Embed Heterogeneo...

引用

14th ACM SIGPLAN international conference on generative-programming - concepts and experiences (GPCE) co-located with SPLASH conference

作者： Makarov, Dmitri Hauswirth, Matthias Univ Svizzera Italiana Lugano Switzerland

ISBN: (纸本)9781450336871

Heterogeneous programming complicates software development. We present CLOP, a platform that embeds code targeting heterogeneous compute devices in a convenient and clean way, allowing unobstructed data flow between the host code and the devices, reducing the amount of source code by an order of magnitude. the CLOP compiler uses the standard facilities of the D programming language to generate code strictly at compile-time. In this paper we describe the CLOP language and the CLOP compiler implementation.

关键词： Heterogeneous programming Embedded Languages Staging

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Staging for Generic programming in Space and Time 2017

Staging for Generic Programming in Space and Time

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16th ACM SIGPLAN international conference on generative programming - concepts and experiences (GPCE) co-located with SPLASH conference

作者： Ofenbeck, Georg Rompf, Tiark Puschel, Markus Swiss Fed Inst Technol Dept Comp Sci Zurich Switzerland Purdue Univ Dept Comp Sci W Lafayette IN 47907 USA

ISBN: (纸本)9781450355247

Metaprogramming is among the most promising candidates to solve the abstraction vs performance trade-off that plagues software engineering through specialization. Metaprogramming has been used to enable low-overhead generic programming for a long time, with C++ templates being one of the most prominent examples. But often a single, fixed pattern of specialization is not enough, and more flexibility is needed. Hence, this paper seeks to apply generic programming techniques to challenges in metaprogramming, in particular to abstract over the execution stage of individual program expressions. We thus extend the scope of generic programming into the dimension of time. the resulting notion of stage polymorphism enables novel abstractions in the design of program generators, which we develop and explore in this paper. We present one possible implementation, in Scala using the lightweight modular staging (LMS) framework, and apply it to two important case studies: convolution on images and the fast Fourier transform (FFT).

关键词： staging polymorphism generic programming high performance program generation FFT

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Multi-stage programming with generative and Analytical Macros 2021

Multi-stage Programming with Generative and Analytical Macro...

引用

20th ACM SIGPLAN international conference on generative programming: concepts and experiences (GPCE)

作者： Stucki, Nicolas Brachthauser, Jonathan Immanuel Odersky, Martin Ecole Polytech Fed Lausanne Lausanne Switzerland

ISBN: (纸本)9781450391122

In metaprogramming, code generation and code analysis are complementary. Traditionally, principled metaprogramming extensions for programming languages, like MetaML and BER MetaOCaml, offer strong foundations for code generation but lack equivalent support for code analysis. Similarly, existing macro systems are biased towards the code generation aspect. In this work, we present a calculus for macros featuring both code generation and code analysis. the calculus directly models separate compilation of macros, internalizing a commonly neglected aspect of macros. the system ensures that the generated code is well-typed and hygienic. We implement our system in Scala 3, provide a formalization, and prove its soundness.

关键词： multi-stage programming metaprogramming macro systems formalization

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Automatic Code Generation in Practice: experiences with Embedded Robot Controllers 2016

Automatic Code Generation in Practice: Experiences with Embe...

引用

15th ACM international conference on generative programming - concepts and experiences (GPCE)

作者： Adam, Sorin Kuhrmann, Marco Schultz, Ulrik Pagh Conpleks Innovat Struer Denmark Univ Southern Denmark Odense Denmark

ISBN: (纸本)9781450344463

Mobile robots often use a distributed architecture in which software components are deployed to heterogeneous hardware modules. Ensuring the consistency with the designed architecture is a complex task, notably if functional safety requirements have to be fulfilled. We propose to use a domain-specific language to specify those requirements and to allow for generating a safety-enforcing layer of code, which is deployed to the robot. the paper at hand reports experiences in practically applying code generation to mobile robots. For two cases, we discuss how we addressed challenges, e.g., regarding weaving code generation into proprietary development environments and testing of manually written code. We find that a DSL based on the same conceptual model can be used across different kinds of hardware modules, but a significant adaptation effort is required in practical scenarios involving different kinds of hardware.

关键词： DSL PLC embedded safety robot

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Type-Safe Generation of Modules in Applicative and generative Styles 2021

Type-Safe Generation of Modules in Applicative and Generativ...

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20th ACM SIGPLAN international conference on generative programming: concepts and experiences (GPCE)

作者： Sato, Yuhi Kameyama, Yukiyoshi Univ Tsukuba Dept Comp Sci Tsukuba Ibaraki Japan

ISBN: (纸本)9781450391122

the MetaML approach for multi-stage programming provides the static guarantee of type safety and scope safety for generated code, regardless of the values of static parameters. Modules are indispensable to build large-scale programs in ML-like languages, however, they have a performance problem. To solve this problem, several languages proposed recently allow one to generate ML-style modules. Unfortunately, those languages had the problems of limited expressiveness, incomplete proofs, and code explosion. this paper proposes two-stage programming languages for module generation, which solve all the above issues. Our languages accommodate two styles: first-class modules with generative functors and second-class modules with applicative functors. Module generation in both styles is shown to have their own merits by concrete examples. We present type systems, and type-preserving translations from our languages to plain MetaOCaml. We also show the results of performance measurements, which confirms the effectiveness of our languages.

关键词： Program Generation Modules Type Safety Program Transformation

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Synthesizing Regular Expressions from Examples for Introductory Automata Assignments 2016

Synthesizing Regular Expressions from Examples for Introduct...

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15th ACM international conference on generative programming - concepts and experiences (GPCE)

作者： Lee, Mina So, Sunbeom Oh, Hakjoo Korea Univ Seoul South Korea

ISBN: (纸本)9781450344463

We present a method for synthesizing regular expressions for introductory automata assignments. Given a set of positive and negative examples, the method automatically synthesizes the simplest possible regular expression that accepts all the positive examples while rejecting all the negative examples. the key novelty is the search-based synthesis algorithm that leverages ideas from over- and under-approximations to effectively prune out a large search space. We have implemented our technique in a tool and evaluated it with non-trivial benchmark problems that students often struggle with. the results show that our system can synthesize desired regular expressions in 6.7 seconds on the average, so that it can be interactively used by students to enhance their understanding of regular expressions.

关键词： Regular expression program synthesis programming by example

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A Model-Driven generative Self Play-Based Toolchain for Developing Games and Players 2022

A Model-Driven Generative Self Play-Based Toolchain for Deve...

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21st ACM SIGPLAN international conference on generative programming: concepts and experiences (GPCE)

作者： Kusmenko, Evgeny Muenker, Maximilian Rhein Westfal TH Aachen Software Engn Aachen Germany

ISBN: (纸本)9781450399203

Turn-based games such as chess are very popular, but toolchains tailored for their development process are still rare. In this paper we present a model-driven and generative toolchain aiming to cover the whole development process of rule-based games. In particular, we present a game description language enabling the developer to model the game in a logics-based syntax. An executable game interpreter is generated from the game model and can then act as an environment for reinforcement learning-based self-play training of players. Before the training, the deep neural network can be modeled manually by a deep learning developer or generated using a heuristics estimating the complexity of mapping the state space to the action space. Finally, we present a case study modeling three games and evaluate the language features as well as the player training capabilities of the toolchain.

关键词： games reinforcement learning code generation

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Reducing Calling Convention Overhead in Object-Oriented programming on Embedded ARM thumb-2 Platforms 2017

Reducing Calling Convention Overhead in Object-Oriented Prog...

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16th ACM SIGPLAN international conference on generative programming - concepts and experiences (GPCE) co-located with SPLASH conference

作者： Caldwell, Joseph Chiba, Shigeru Univ Tokyo Bunkyo Ku Tokyo Japan

ISBN: (纸本)9781450355247

this paper examines the causes and extent of code size overhead caused by the ARM calling convention in thumb-2 binaries. We show that binaries generated from C++ source files generally have higher amounts of calling convention overhead, and present a binary file optimizer to eliminate some of that overhead. Calling convention overhead can negatively impact power consumption, flash memory costs, and chip size in embedded or otherwise resource-constrained domains. this is particularly true on platforms using "compressed" instruction sets, such as the 16-bit ARM thumb and thumb-2 instruction sets, used in virtually all smart-phones and in many other smaller-scale embedded devices. In this paper, we examine the extent of calling convention overhead in practical software, and compare the results of C and C++ programs, and find that C++ programs generally have a higher percentage of calling-convention overhead. Finally, we demonstrate a tool capable of eliminating some of this overhead, particularly in the case of C++ programs, by modifying the calling conventions on a per-procedure basis.

关键词： ARM thumb code size calling conventions C plus

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Towards Compositional and generative Tensor Optimizations 2017

Towards Compositional and Generative Tensor Optimizations

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16th ACM SIGPLAN international conference on generative programming - concepts and experiences (GPCE) co-located with SPLASH conference

作者： Susungi, Adilla Rink, Norman A. Castrillon, Jeronimo Huismann, Immo Cohen, Albert Tadonki, Claude Stiller, Joerg Froehlich, Jochen PSL Res Univ MINES ParisTech Paris France Tech Univ Dresden Chair Compiler Construct Dresden Germany Tech Univ Dresden Chair Fluid Mech Dresden Germany Ecole Normale Super INRIA Paris France

ISBN: (纸本)9781450355247

Many numerical algorithms are naturally expressed as operations on tensors (i.e. multi-dimensional arrays). Hence, tensor expressions occur in a wide range of application domains, e.g. quantum chemistry and physics;big data analysis and machine learning;and computational fluid dynamics. Each domain, typically, has developed its own strategies for efficiently generating optimized code, supported by tools such as domain-specific languages, compilers, and libraries. However, strategies and tools are rarely portable between domains, and generic solutions typically act as "black boxes" that offer little control over code generation and optimization. As a consequence, there are application domains without adequate support for easily generating optimized code, e.g. computational fluid dynamics. In this paper we propose a generic and easily extensible intermediate language for expressing tensor computations and code transformations in a modular and generative fashion. Beyond being an intermediate language, our solution also offers meta-programming capabilities for experts in code optimization. While applications from the domain of computational fluid dynamics serve to illustrate our proposed solution, we believe that our general approach can help unify research in tensor optimizations and make solutions more portable between domains.

关键词： numerical methods computational fluid dynamics (CFD) tensor methods intermediate language meta-programming code generation and optimization

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Safer SDN programming through Arbiter 2015

Safer SDN Programming through Arbiter

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14th ACM SIGPLAN international conference on generative-programming - concepts and experiences (GPCE) co-located with SPLASH conference

作者： Lopez, Michael Casey, C. Jasson Dos Reis, Gabriel Chojnacki, Colton Texas A&M Univ College Stn TX 77843 USA

ISBN: (纸本)9781450336871

Software Defined Networking (SDN) programs are written with respect to assumptions on software and hardware facilities and protocol definitions. Silent mismatches between the expected feature set and implemented feature set of SDN artifacts can easily lead to hard to debug network configurations, decreased network performance, outages, or worse, security vulnerabilities. We show how the paradigm of axiomatic programming, supported by practical dependent types, provides effective support for SDN executable specifications and verification.

关键词： Axiomatic programming Dependent types Software-defined networking

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