Suchergebnisse - software and _ engineering software notations and tools compilers

HexT5: Unified Pre-Training for Stripped Binary Code Information Inference von 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? von 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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Speculative Decoding for Verilog: Speed and Quality, All in One von Xu, Changran, Liu, Yi, Zhou, Yunhao, Huang, Shan, Xu, Ningyi, Xu, Qiang

“… The rapid advancement of large language models (LLMs) has revolutionized code generation tasks across various programming languages. However, the unique …”
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Experiences Building an MLIR-Based SYCL Compiler von 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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A System-Level Dynamic Binary Translator Using Automatically-Learned Translation Rules von 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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A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers von Phothilimthana, Phitchaya Mangpo, Sabne, Amit, Sarda, Nikhil, Murthy, Karthik Srinivasa, Zhou, Yanqi, Angermueller, Christof, Burrows, Mike, Roy, Sudip, Mandke, Ketan, Farahani, Rezsa, Wang, Yu Emma, Ilbeyi, Berkin, Hechtman, Blake, Roune, Bjarke, Wang, Shen, Xu, Yuanzhong, Kaufman, Samuel J.

“… Search-based techniques have been demonstrated effective in solving complex optimization problems that arise in domain-specific compilers for machine learning (ML …”
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Adora Compiler: End-to-End Optimization for High-Efficiency Dataflow Acceleration and Task Pipelining on CGRAs von 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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Representing Data Collections in an SSA Form von 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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Polygeist: Raising C to Polyhedral MLIR von Moses, William S., Chelini, Lorenzo, Zhao, Ruizhe, Zinenko, Oleksandr

“… We present Polygeist, a new compilation flow that connects the MLIR compiler infrastructure to cutting edge polyhedral optimization tools …”
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mlirSynth: Automatic, Retargetable Program Raising in Multi-Level IR Using Program Synthesis von Brauckmann, Alexander, Polgreen, Elizabeth, Grosser, Tobias, O'Boyle, Michael F. P.

“… MLIR is an emerging compiler infrastructure for modern hardware, but existing programs cannot take advantage of MLIR's high-performance compilation if they are described in lower-level general purpose languages …”
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PyraNet: A Multi-Layered Hierarchical Dataset for Verilog von Nadimi, Bardia, Boutaib, Ghali Omar, Zheng, Hao

“… Recently, there has been a growing interest in leveraging Large Language Models for Verilog code generation. However, the current quality of the generated …”
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oneDNN Graph Compiler: A Hybrid Approach for High-Performance Deep Learning Compilation von 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 von 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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Compiler Auto-Tuning via Critical Flag Selection von Zhu, Mingxuan, Hao, Dan

“… Widely used compilers like GCC usually have hundreds of optimizations controlled by optimization flags, which can be enabled or disabled during compilation to improve the runtime performance of a compiled program …”
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Splitwise: Efficient Generative LLM Inference Using Phase Splitting von 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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Toast: A Heterogeneous Memory Management System von Bailleu, Maurice, Stavrakakis, Dimitrios, Rocha, Rodrigo, Chakraborty, Soham, Garg, Deepak, Bhatotia, Pramod

“… We implement Toast in the Clang/LLVM compiler framework accompanied by a runtime library, employing software storage capabilities and hardware-based protection mechanisms …”
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Automatic End-to-End Joint Optimization for Kernel Compilation on DSPs von Zhao, Xiaolei, Chen, Zhaoyun, Shi, Yang, Wen, Mei, Zhang, Chunyun

“… Digital signal processors (DSPs) commonly adopt VLIW-SIMD architecture and are extensively applied in most compute-heavy embedded sensing applications. The …”
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INTERTRANS: Leveraging Transitive Intermediate Translations to Enhance LLM-Based Code Translation von 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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Enhancing Performance Through Control-Flow Unmerging and Loop Unrolling on GPUs von Murtovi, Alnis, Georgakoudis, Giorgis, Parasyris, Konstantinos, Liao, Chunhua, Laguna, Ignacio, Steffen, Bernhard

“… Compilers use a wide range of advanced optimizations to improve the quality of the machine code they generate …”
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Rewire: Advancing CGRA Mapping Through a Consolidated Routing Paradigm von Li, Zhaoying, Wu, Dan, Wijerathne, Dhananjaya, Chen, Dan, Li, Huize, Tan, Cheng, Mitra, Tulika

“… Effective compilers play a crucial role in fully realizing its potential. The compiler maps Data Flow Graphs (DFGs …”
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