Polara-Keras2c: Supporting Vectorized AI Models on RISC-V Edge Devices by Nizar El Zarif, Mohammadhossein Askari Hemmat, Theo Dupuis, Jean-Pierre David, Yvon Savaria

Subjects: “…Vector processor…”
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Computer Simulation and Speedup of Solving Heat Transfer Problems of Heating and Melting Metal Particles with Laser Radiation by Arturas Gulevskis, Konstantin Volkov

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Digital-analog hybrid matrix multiplication processor for optical neural networks by Xiansong Meng, Deming Kong, Kwangwoong Kim, Qiuchi Li, Po Dong, Ingemar J. Cox, Christina Lioma, Hao Hu

“…Current ONNs using analog matrix-vector multiplication (MVM) implementations are fundamentally limited in numerical precision due to accumulated noise in electro-optical processing. …”
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Optimizing Lattice Basis Reduction Algorithm on ARM V8 Processors by Ronghui Cao, Julong Wang, Liming Zheng, Jincheng Zhou, Haodong Wang, Tiaojie Xiao, Chunye Gong

“…To enhance the efficiency of the LLL algorithm in practical applications, this research focuses on parallel optimization of the LLL_FP (LLL double-precision floating-point type) algorithm from the NTL library on the domestic Tianhe supercomputer using the Phytium ARM V8 processor. The optimization begins with the vectorization of the Gram–Schmidt coefficient calculation and row transformation using the SIMD instruction set of the Phytium chip, which significantly improve computational efficiency. …”
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Memory Prefetching Evaluation of Scientific Applications on a Modern HPC Arm-Based Processor by Nam Ho, Carlos Falquez, Antoni Portero, Estela Suarez, Dirk Pleiter

“…We performed a detailed prefetching evaluation focusing on stencil, sparse matrix-vector multiplication, and Breadth-First Search kernels. …”
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Food Safety Practices in Artisanal and Semi-Automated Dairy Processors: Evidence from Fier, Albania by Pranvera Troka, Marsela Luarasi, Ilir Kapaj

“…This study provides an empirical assessment of food safety and traceability practices among artisanal and semi-automated dairy processors in Fier, Albania, which is the country’s leading milk-producing region. …”
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Quels impacts d’un intermédiaire dans le circuit de la tortilla de la ville de Mexico ? by Héloïse Leloup

“…However, these assets are compounded by difficulties in integrating the productive sector on the long term.…”
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EFFICACY OF TAX PAYERS’ PERCEPTION ON TAX COMPLIANCE LEVEL AMONG SMEs IN ILORIN METROPOLIS by Daud Omotosho Saheed, Yusuf Olamilekan Quadri, Majeed Ajibola Ibrahim, Ifedolapo Oluwasolape Omotosho

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Auto-vectorization: recent development and prospect by Jingge FENG, Yeping HE, Qiuming TAO

“…The technology of SIMD is developing rapidly, and quite a few auto-vectorization methods have been proposed.Auto-vectorization can automatically translate scalar programs into vector programs based on SIMD extension, decrease workload of the programmers in coding vector programs, and effectively improve performance of programs.Based on that, the research achievements in the field of automatic vectorization in recent 10 years were analyzed and summarized.The key problems and major breakthroughs in automatic vectorization were classified from four aspects:semantic-maintaining analysis and transformation, vectorization grouping analysis and transformation, processor-oriented analysis and transformation, and performance evaluation analysis.Furtherly, the development trends and research directions of the four aspects were prospected.…”
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STUDIES ON THE EVOLUTION OF PROCESSING CAPACITIES OF MEAT PROCESSORS WHO HAVE ACCESSED GRANT FUNDS IN THE OLTENIA REGION, ROMANIA by Marius VLADU, Daniel Valeriu ULIU

“…In recent years, the meat processing sector in Romania has experienced rapid development, at the level of all existing regions. …”
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Phase Retrieval of One-Dimensional Objects by the Multiple-Plane Gerchberg–Saxton Algorithm Implemented into a Digital Signal Processor by Varis Karitans, Maris Ozolinsh, Sergejs Fomins

“…A single vector of size 64 pixels was retrieved in about 2 min. …”
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Ground state energy and magnetization curve of a frustrated magnetic system from real-time evolution on a digital quantum processor by Aaron Szasz, Ed Younis, Wibe Albert de Jong

“…For these demonstrations, we use four levels of approximation: exact state vectors, exact state vectors with statistical noise from sampling, noisy classical emulators, and (for the 8-spin system only) real quantum hardware, specifically the Quantinuum H1-1 processor; for the noisy simulations and hardware demonstration, we also employ error mitigation strategies based on the symmetries of the Hamiltonian. …”
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Vectorized Highly Parallel Density-Based Clustering for Applications With Noise by Joseph Arnold Xavier, Juan Pedro Gutierrez Hermosillo Muriedas, Stepan Nassyr, Rocco Sedona, Markus Gotz, Achim Streit, Morris Riedel, Gabriele Cavallaro

“…Exploiting Single Instruction Multiple Data (SIMD) instructions enhances parallelism at the instruction level and minimizes data movement within the memory hierarchy. To fully harness a processor’s SIMD capabilities and achieve optimal performance, adapting algorithms for better compatibility with vector operations is necessary. …”
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Labor market volatility in the meat processing sector by LaPorchia A. Collins, Barry K. Goodwin, A. Ford Ramsey

“…We consider the effect of labor market volatility on employment and wages in the meat processing sector. The period of study includes the COVID-19 pandemic, which resulted in significant labor market shocks in the sector. …”
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OPERATIONAL ANALYSIS OF COMPLEX MEDICAL STATES BY PHOTONICS METHODS by A. I. Larkin, K. A. Trukhanov

“…Such an analysis is carried out by the means of vector-matrix multiplication using laser photonics methods. …”
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THE ROLE OF ORGANIC FARMING FOR THE DEVELOPMENT OF AGRICULTURAL SECTOR IN BULGARIA by Valentina AGAPIEVA-ALIOSMAN, Violeta DIRIMANOVA

“…Organic farming is a multifunctional set of activities that integrates economic and social issues with those related to environmental protection and is a suitable alternative for producers, processors and traders, helping to make the best decision for the organization, management and development of their farms. …”
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The determinants of voluntary traceability standards. The case of the wine sector by Stefanella Stranieri, Alessia Cavaliere, Alessandro Banterle

“…On the contrary, when the institutional environment plays a key role in the perception of wine processors, a simple and flexible traceability system seems to be preferred. …”
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A Graph-Based Learning Framework for Compiler Loop Auto-Vectorization by Yao Xiao, Nesreen K. Ahmed, Mihai Capotă, Guixiang Ma, Theodore L. Willke, Shahin Nazarian, Paul Bogdan

“…The single instruction multiple data (SIMD) capability in modern processors is critical to improving the performance of current compute-intensive programs. …”
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ROMANIAN VEGETABLE SECTOR A STUDY ON ITS CURRENT DEVELOPMENT by Cornelia ALBOIU

“…The accession to the European Union has not brought about significant structural changes of the vegetables chain, this continuing to be highly fragmented, with an extremely great number of individual producers (over 85%), a relatively small number of industrial processors with high concentration level, and a well-developed retail sector that has significantly grown recently. …”
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Frequency Response Extension Method of MET Vector Hydrophone Based on Dynamic Feedback Network by Fang Bian, Ang Li, Hongyuan Yang, Fan Zheng, Dapeng Yang, Huaizhu Zhang, Linhang Zhang, Ruojin Li

“…Hydrophone is a key component of marine seismic exploration systems, divided into a scalar hydrophone and vector hydrophone. The electrochemical vector hydrophone has attracted much attention due to its high sensitivity and low-frequency detection capability. …”
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