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检索条件"任意字段=Proceedings of the ACM SIGPLAN 1997 conference on Programming language design and implementation"

共 1256 条记录，以下是91-100 订阅

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Predictable Accelerator design with Time-Sensitive Affine Types 2020

Predictable Accelerator Design with Time-Sensitive Affine Ty...

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41st acm sigplan conference on programming language design and implementation (PLDI)

作者： Nigam, Rachit Atapattu, Sachille Thomas, Samuel Li, Zhijing Bauer, Theodore Ye, Yuwei Koti, Apurva Sampson, Adrian Zhang, Zhiru Cornell Univ Ithaca NY 14853 USA

ISBN: (纸本)9781450376136

Field-programmable gate arrays (FPGAs) provide an opportunity to co-design applications with hardware accelerators, yet they remain difficult to program. High-level synthesis (HLS) tools promise to raise the level of abstraction by compiling C or C++ to accelerator designs. Repurposing legacy software languages, however, requires complex heuristics to map imperative code onto hardware structures. We find that the black-box heuristics in HLS can be unpredictable: changing parameters in the program that should improve performance can counterintuitively yield slower and larger designs. This paper proposes a type system that restricts HLS to programs that can predictably compile to hardware accelerators. The key idea is to model consumable hardware resources with a time-sensitive affine type system that prevents simultaneous uses of the same hardware structure. We implement the type system in Dahlia, a language that compiles to HLS C++, and show that it can reduce the size of HLS parameter spaces while accepting Pareto-optimal designs.

关键词： Affine Type Systems High-Level Synthesis

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designing a Course of programming language Foundations that Closely Combines Practice 2021

Designing a Course of Programming Language Foundations that ...

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acm Turing Award Celebration conference (acm TURC)

作者： Zhang, Yu Ouyang, Youwen Univ Sci & Technol China Hefei Peoples R China Calif State Univ San Marcos San Marcos TX USA

ISBN: (纸本)9781450385671

The Computer Science Curricula 2013 (CS2013) calls for undergraduate CS programs to expose their students to the models underlying different programming languages as well as the principles on which language features are defined, composed, and implemented. Although an upper division "programming languages (Foundations)" course is common in many CS programs in United States, such a course is rare in Chinese CS undergraduate programs. This is partly due to the challenge of balancing the breadth and depth of topics covered in such a course. Another common concern is the balance between theory and practice. This paper reports our experience in designing "Foundations of programming languages" at USTC. Following the exemplar programming languages courses in CS2013, this 15-week course covers scripting, functional, logic and systems languages, presenting their principle features and design/implementation issues. The topics include modern language features (e.g. closures), principles (e.g. lambda calculus and logic), control flow and runtime components (e.g. memory management and concurrency). The paper describes how four selected languages (Lua for scripting, OCaml for functional, Datalog for logic and Rust for systems) work together to provide practical experiences for students on concepts that would be considered too abstract. It also includes discussions of student performance on selected projects.

关键词： language Foundations Practice language Paradigms

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Synthesizing Structured CAD Models with Equality Saturation and Inverse Transformations 2020

Synthesizing Structured CAD Models with Equality Saturation ...

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41st acm sigplan conference on programming language design and implementation (PLDI)

作者： Nandi, Chandrakana Willsey, Max Anderson, Adam Wilcox, James R. Darulova, Eva Grossman, Dan Tatlock, Zachary Univ Washington Seattle WA 98195 USA Certora Raleigh NC USA MPI SWS Saarbrucken Germany

ISBN: (纸本)9781450376136

Recent program synthesis techniques help users customize CAD models (e.g., for 3D printing) by decompiling low-level triangle meshes to Constructive Solid Geometry (CSG) expressions. Without loops or functions, editing CSG can require many coordinated changes, and existing mesh decompilers use heuristics that can obfuscate high-level structure. This paper proposes a second decompilation stage to robustly lshrinkz unstructured CSG expressions into more editable programs with map and fold operators. We present Szalinski, a tool that uses Equality Saturation with semanticspreserving CAD rewrites to efficiently search for smaller equivalent programs. Szalinski relies on inverse transformations, a novel way for solvers to speculatively add equivalences to an E-graph. We qualitatively evaluate Szalinski in case studies, show how it composes with an existing mesh decompiler, and demonstrate that Szalinski can shrink large models in seconds.

关键词： Equality Saturation Program Synthesis Decompilation Computer-Aided design

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Towards an API for the Real Numbers 2020

Towards an API for the Real Numbers

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41st acm sigplan conference on programming language design and implementation (PLDI)

作者： Boehm, Hans-J Google Mountain View CA 94043 USA

ISBN: (纸本)9781450376136

The real numbers are pervasive, both in daily life, and in mathematics. Students spend much time studying their properties. Yet computers and programming languages generally provide only an approximation geared towards performance, at the expense of many of the nice properties we were taught in high school. Although this is entirely appropriate for many applications, particularly those that are sensitive to arithmetic performance in the usual sense, we argue that there are others where it is a poor choice. If arithmetic computations and result are directly exposed to human users who are not floating point experts, floating point approximations tend to be viewed as bugs. For applications such as calculators, spreadsheets, and various verification tasks, the cost of precision sacrifices is high, and the performance benefit is often not critical. We argue that previous attempts to provide accurate and understandable results for such applications using the recursive reals were great steps in the right direction, but they do not suffice. Comparing recursive reals diverges if they are equal. In many cases, comparison of numbers, including equal ones, is both important, particularly in simple cases, and intractable in the general case. We propose an API for a real number type that explicitly provides decidable equality in the easy common cases, in which it is often unnatural not to. We describe a surprisingly compact and simple implementation in detail. The approach relies heavily on classical number theory results. We demonstrate the utility of such a facility in two applications: testing floating point functions, and to implement arithmetic in Google's Android calculator application.

关键词： real numbers API design comparison decidability

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Featherweight Swift: A Core Calculus for Swift's Type System 13

Featherweight Swift: A Core Calculus for Swift's Type System

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13th acm sigplan International conference on Software language Engineering (SLE) part of SPLASH conference

作者： Racordon, Dimitri Buchs, Didier Univ Geneva Dept Comp Sci Geneva Switzerland

ISBN: (纸本)9781450381765

Swift is a modern general-purpose programming language, designed to be a replacement for C-based languages. Although primarily directed at development of applications for Apple's operating systems, Swift's adoption has been growing steadily in other domains, ranging from server-side services to machine learning. This success can be partly attributed to a rich type system that enables the design of safe, fast, and expressive programming interfaces. Unfortunately, this richness comes at the cost of complexity, setting a high entry barrier to exploit Swift's full potential. Furthermore, existing documentation typically only relies on examples, leaving new users with little help to build a deeper understanding of the underlying rules and mechanisms. This paper aims to tackle this issue by laying out the foundations for a formal framework to reason about Swift's type system. We introduce Featherweight Swift, a minimal language stripped of all features not essential to describe its typing rules. Featherweight Swift features classes and protocol inheritance, supports retroactive modeling, and emulates Swift's overriding mechanisms. Yet its formalization fits on a few pages. We present Featherweight Swift's syntax and semantics. We then elaborate on the usability of our framework to reason about Swift's features, future extensions, and implementation by discussing a bug in Swift's compiler, discovered throughout the design of our calculus.

关键词： protocol oriented programming language semantics language calculus type systems swift

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On the Principles of Differentiable Quantum programming languages 2020

On the Principles of Differentiable Quantum Programming Lang...

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41st acm sigplan conference on programming language design and implementation (PLDI)

作者： Zhu, Shaopeng Hung, Shih-Han Chakrabarti, Shouvanik Wu, Xiaodi Univ Maryland College Pk MD 20742 USA

ISBN: (纸本)9781450376136

Variational Quantum Circuits (VQCs), or the so-called quantum neural-networks, are predicted to be one of the most important near-term quantum applications, not only because of their similar promises as classical neural-networks, but also because of their feasibility on near-term noisy intermediate-size quantum (NISQ) machines. The need for gradient information in the training procedure of VQC applications has stimulated the development of auto-differentiation techniques for quantum circuits. We propose the first formalization of this technique, not only in the context of quantum circuits but also for imperative quantum programs (e.g., with controls), inspired by the success of differentiable programming languages in classical machine learning. In particular, we overcome a few unique difficulties caused by exotic quantum features (such as quantum no-cloning) and provide a rigorous formulation of differentiation applied to bounded-loop imperative quantum programs, its code-transformation rules, as well as a sound logic to reason about their correctness. Moreover, we have implemented our code transformation in OCaml and demonstrated the resource-efficiency of our scheme both analytically and empirically. We also conduct a case study of training a VQC instance with controls, which shows the advantage of our scheme over existing auto-differentiation for quantum circuits without controls.

关键词： quantum programming languages differentiable programming languages quantum machine learning

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A Principled Approach to REPL Interpreters

A Principled Approach to REPL Interpreters

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acm sigplan International Symposium on New Ideas, New Paradigms, and Reflections on programming and Software (Onward) Part of part of SPLASH conference

作者： van Binsbergen, L. Thomas Merino, Mauricio Verano Jeanjean, Pierre van der Storm, Tijs Combemale, Benoit Barais, Olivier Ctr Wiskunde & Informat Amsterdam Netherlands Eindhoven Univ Technol Eindhoven Netherlands Univ Rennes INRIA CRNS IRISA Rennes France Univ Groningen Groningen Netherlands

ISBN: (纸本)9781450381789

Read-eval-print-loops (REPLs) allow programmers to test out snippets of code, explore APIs, or even incrementally construct code, and get immediate feedback on their actions. However, even though many languages provide a REPL, the relation between the language as is and what is accepted at the REPL prompt is not always well-defined. Furthermore, implementing a REPL for new languages, such as DSLs, may incur significant language engineering cost. In this paper we survey the domain of REPLs and investigate the (formal) principles underlying REPLs. We identify and define the class of sequential languages, which admit a sound REPL implementation based on a definitional interpreter, and present design guidelines for extending existing language implementations to support REPL-style interfaces (including computational notebooks). The obtained REPLs can then be generically turned into an exploring interpreter, to allow exploration of the user's interaction. The approach is illustrated using three case studies, based on MiniJava, QL (a DSL for questionnaires), and eFLINT (a DSL for normative rules). We expect sequential languages, and the consequent design principles, to be stepping stones towards a better understanding of the essence of REPLs.

关键词： interpreters REPLs software language engineering notebooks meta-languages language workbenches

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Variability Modules for Java-like languages 21

Variability Modules for Java-like Languages

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25th acm International Systems and Software Product Line conference (SPLC)

作者： Damiani, Ferruccio Haehnle, Reiner Kamburjan, Eduard Lienhardt, Michael Paolini, Luca Univ Turin Dept Comp Sci Turin Italy Tech Univ Darmstadt Dept Comp Sci Darmstadt Germany Univ Oslo Dept Informat Oslo Norway Off Natl Etud & Rech Aerosp Palaiseau France

ISBN: (纸本)9781450384698

A Software Product Line (SPL) is a family of similar programs (called variants) generated from a common artifact base. A Multi SPL (MPL) is a set of interdependent SPLs (i.e., such that an SPL's variant can depend on variants from other SPLs). MPLs are challenging to model and implement efficiently, especially when different variants of the same SPL must coexist and interoperate. We address this challenge by introducing variability modules (VMs), a new language construct. A VM represents both a module and an SPL of standard (variability-free), possibly interdependent modules. Generating a variant of a VM triggers the generation of all variants required to fulfill its dependencies. Then, a set of interdependent VMs represents an MPL that can be compiled into a set of standard modules. We illustrate VMs by an example from an industrial modeling scenario, formalize them in a core calculus, provide an implementation for the Java-like modeling language ABS, and evaluate VMs by case studies.

关键词： ABS language Delta-oriented programming language design Modules Multi product line Variant generation

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Rustsim: A Process-Oriented Simulation Framework for the Rust language 23

Rustsim: A Process-Oriented Simulation Framework for the Rus...

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proceedings of the Winter Simulation conference

作者： Kevin Frez Mauricio Oyarzún Alonso Inostrosa-Psijas Francisco Moreno Gabriel Wainer Facultad de Ingeniería y Arquitectura Universidad Arturo Prat Iquique Chile Escuela de Ingeniería Informática Universidad de Valparaíso Valparaíso Chile Depto. de Matemática y Ciencia de la Computación Universidad de Santiago Santiago Chile Dept. Of Systems and Computer Engineering Carleton University Ottawa Canada

ISBN: (纸本)9798350369663

We present RustSim, a library for discrete-event process-oriented simulations designed and implemented in the Rust programming language. It includes a broad set of classes to allow the user to implement simulation processes and process-oriented primitives. The flexible modular design of RustSim allows users to extend its functionality. In addition, RustSim includes mechanisms to avoid inconsistencies when applying state-changing primitives that other libraries in the language's ecosystem do not provide. We take advantage of Rust generators (coroutine equivalents) to implement process-oriented simulation primitives. Finally, the library's internal process handling structure is discussed in detail, including its implementation, how simulations are executed, and a case study with a highly detailed example of its use.

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EVA: An Encrypted Vector Arithmetic language and Compiler for Efficient Homomorphic Computation 2020

EVA: An Encrypted Vector Arithmetic Language and Compiler fo...

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41st acm sigplan conference on programming language design and implementation (PLDI)

作者： Dathathri, Roshan Kostova, Blagovesta Saarikivi, Olli Dai, Wei Laine, Kim Musuvathi, Madan Univ Texas Austin Austin TX 78712 USA Ecole Polytech Fed Lausanne Lausanne Switzerland Microsoft Res Redmond WA USA

ISBN: (纸本)9781450376136

Fully-Homomorphic Encryption (FHE) offers powerful capabilities by enabling secure offloading of both storage and computation, and recent innovations in schemes and implementations have made it all the more attractive. At the same time, FHE is notoriously hard to use with a very constrained programming model, a very unusual performance profile, and many cryptographic constraints. Existing compilers for FHE either target simpler but less efficient FHE schemes or only support specific domains where they can rely on expert-provided high-level runtimes to hide complications. This paper presents a new FHE language called Encrypted Vector Arithmetic (EVA), which includes an optimizing compiler that generates correct and secure FHE programs, while hiding all the complexities of the target FHE scheme. Bolstered by our optimizing compiler, programmers can develop efficient general-purpose FHE applications directly in EVA. For example, we have developed image processing applications using EVA, with a very few lines of code. EVA is designed to also work as an intermediate representation that can be a target for compiling higher-level domain-specific languages. To demonstrate this, we have re-targeted CHET, an existing domain-specific compiler for neural network inference, onto EVA. Due to the novel optimizations in EVA, its programs are on average 5.3x faster than those generated by CHET. We believe that EVA would enable a wider adoption of FHE by making it easier to develop FHE applications and domain-specific FHE compilers.

关键词： Homomorphic encryption compiler neural networks privacy-preserving machine learning

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