Výsledky vyhľadávania - software and its engineering software notations and tools (compilers OR computers)

HexT5: Unified Pre-Training for Stripped Binary Code Information Inference Autor Xiong, Jiaqi, Chen, Guoqiang, Chen, Kejiang, Gao, Han, Cheng, Shaoyin, Zhang, Weiming

“…Decompilation is a widely used process for reverse engineers to significantly enhance code readability by lifting assembly code to a higher-level C-like…”
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Whose Baseline Compiler is it Anyway? Autor Titzer, Ben L.

“…Compilers face an intrinsic tradeoff between compilation speed and code quality. The tradeoff is particularly stark in a dynamic setting where JIT compilation time contributes to application runtime…”
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Splitwise: Efficient Generative LLM Inference Using Phase Splitting Autor Patel, Pratyush, Choukse, Esha, Zhang, Chaojie, Shah, Aashaka, Goiri, Inigo, Maleki, Saeed, Bianchini, Ricardo

“…Generative large language model (LLM) applications are growing rapidly, leading to large-scale deployments of expensive and power-hungry GPUs. Our…”
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Experiences Building an MLIR-Based SYCL Compiler Autor Tiotto, Ettore, Perez, Victor, Tsang, Whitney, Sommer, Lukas, Oppermann, Julian, Lomuller, Victor, Goli, Mehdi, Brodman, James

“…Similar to other programming models, compilers for SYCL, the open programming model for heterogeneous computing based on C++…”
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Fuzzing MLIR Compilers with Custom Mutation Synthesis Autor Limpanukorn, Ben, Wang, Jiyuan, Kang, Hong Jin, Zhou, Zitong, Kim, Miryung

“…Compiler technologies in deep learning and domain-specific hardware acceleration are increasingly adopting extensible compiler frameworks such as Multi-Level Intermediate Representation (MLIR…”
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A System-Level Dynamic Binary Translator Using Automatically-Learned Translation Rules Autor Jiang, Jinhu, Liang, Chaoyi, Dong, Rongchao, Yang, Zhaohui, Zhou, Zhongjun, Wang, Wenwen, Yew, Pen-Chung, Zhang, Weihua

“…System-level emulators have been used extensively for the design, debugging and evaluation of the system software…”
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SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly Autor Armengol-Estape, Jordi, Woodruff, Jackson, Cummins, Chris, O'Boyle, Michael F.P.

“…Decompilation is a well-studied area with numerous high-quality tools available. These are frequently used for security tasks and to port legacy code…”
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Representing Data Collections in an SSA Form Autor McMichen, Tommy, Greiner, Nathan, Zhong, Peter, Sossai, Federico, Patel, Atmn, Campanoni, Simone

“…Compiler research and development has treated computation as the primary driver of performance improvements in C/C++…”
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MLIR: Scaling Compiler Infrastructure for Domain Specific Computation Autor Lattner, Chris, Amini, Mehdi, Bondhugula, Uday, Cohen, Albert, Davis, Andy, Pienaar, Jacques, Riddle, River, Shpeisman, Tatiana, Vasilache, Nicolas, Zinenko, Oleksandr

“… MLIR addresses software fragmentation, compilation for heterogeneous hardware, significantly reducing the cost of building domain specific compilers, and connecting existing compilers together…”
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Adora Compiler: End-to-End Optimization for High-Efficiency Dataflow Acceleration and Task Pipelining on CGRAs Autor Lou, Jiahang, Zhu, Qilong, Dai, Yuan, Zhong, Zewei, Yin, Wenbo, Wang, Lingli

“…To fully harness emerging computing architectures, compilers must provide intuitive input handling alongside powerful code optimization to unlock maximum performance…”
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oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation Autor Li, Jianhui, Qin, Zhennan, Mei, Yijie, Cui, Jingze, Song, Yunfei, Chen, Ciyong, Zhang, Yifei, Du, Longsheng, Cheng, Xianhang, Jin, Baihui, Zhang, Yan, Ye, Jason, Lin, Eric, Lavery, Dan

“… We present oneDNN Graph Compiler, a tensor compiler…”
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PolyTOPS: Reconfigurable and Flexible Polyhedral Scheduler Autor Consolaro, Gianpietro, Zhang, Zhen, Razanajato, Harenome, Lossing, Nelson, Tchoulak, Nassim, Susungi, Adilla, Araujo Alves, Artur Cesar, Zhang, Renwei, Barthou, Denis, Ancourt, Corinne, Bastoul, Cedric

“…Polyhedral techniques have been widely used for automatic code optimization in low-level compilers and higher-level processes…”
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Revealing Compiler Heuristics Through Automated Discovery and Optimization Autor Seeker, Volker, Cummins, Chris, Cole, Murray, Franke, Bjorn, Hazelwood, Kim, Leather, Hugh

“…Tuning compiler heuristics and parameters is well known to improve optimization outcomes dramatically…”
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Compiler Optimization for Quantum Computing Using Reinforcement Learning Autor Quetschlich, Nils, Burgholzer, Lukas, Wille, Robert

“…Any quantum computing application, once encoded as a quantum circuit, must be compiled before being executable on a quantum computer…”
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Log Parsing: How Far Can ChatGPT Go? Autor Le, Van-Hoang, Zhang, Hongyu

“… In recent studies, ChatGPT, the current cutting-edge large language model (LLM), has been widely applied to a wide range of software engineering tasks…”
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CELLO: Compiler-Assisted Efficient Load-Load Ordering in Data-Race-Free Regions Autor Singh, Sawan, Feliu, Josue, Acacio, Manuel E., Jimborean, Alexandra, Ros, Alberto

“…Efficient Total Store Order (TSO) implementations allow loads to execute speculatively out-of-order. To detect order violations, the load queue (LQ) holds all…”
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Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models Autor Wang, Zhijie, Zhou, Zijie, Song, Da, Huang, Yuheng, Chen, Shengmai, Ma, Lei, Zhang, Tianyi

“…Large Language Models (LLMs) have demonstrated unprecedented capabilities in code generation. However, there remains a limited understanding of code generation…”
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Detecting Memory Errors in Python Native Code by Tracking Object Lifecycle with Reference Count Autor Ma, Xutong, Yan, Jiwei, Zhang, Hao, Yan, Jun, Zhang, Jian

“…Third-party Python modules are usually implemented as binary extensions by using native code (C/C++) to provide additional features and runtime acceleration…”
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Enabling Fine-Grained Incremental Builds by Making Compiler Stateful Autor Han, Ruobing, Zhao, Jisheng, Kim, Hyesoon

“…Incremental builds are commonly employed in software development, involving minor changes to existing source code that is then frequently recompiled…”
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INTERTRANS: Leveraging Transitive Intermediate Translations to Enhance LLM-Based Code Translation Autor Macedo, Marcos, Tian, Yuan, Nie, Pengyu, Cogo, Filipe R., Adams, Bram

“…Code translation aims to convert a program from one programming language (PL) to another. This long-standing software engineering task is crucial…”
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