accuracy optimization

Optimizing Cross-Architecture Programming Model Adaptation in SIMD-to-RVV Dynamic Binary Translation

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Optimizing Cross-Architecture Programming Model Adaptation in SIMD-to-RVV Dynamic Binary Translation

Optimizing Cross-Architecture Programming Model Adaptation in SIMD-to-RVV Dynamic Binary Translation Lai Yuanming1, 2, Li Yalong1, 3 , Hu Hanzhi1, 2, Xie Mengyao1, 2, Wang Zhe1, 2, Wu Chenggang1, 2 1. National Key Laboratory of Processor Chips (Institute of Computing Technology, Chinese Academy of Sciences) 2. University of Chinese Academy of Sciences 3. Advanced Technology Research … Read more

HTTP Long Connections and Short Connections

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HTTP Long Connections and Short Connections

HTTP Long Connections and Short Connections In today’s rapidly developing internet technology, the HTTP protocol serves as the foundation for web communication, and the choice of connection method has a profound impact on website performance and user experience. HTTP long connections and short connections are two common connection methods, each with its advantages, disadvantages, and … Read more

Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

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Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

Research: Multi-Agent Systems, Editor: PaperAgent In multi-agent systems (MAS: multi-agent systems), designing effective prompts and topologies poses challenges, as individual agents may be sensitive to prompts, and manually designing topologies requires extensive experimentation. Paper link: https://arxiv.org/pdf/2502.02533 Paper Title: Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies To automate the entire design process, Google & … Read more

In-Depth Analysis of HTTP Short and Long Connections

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In-Depth Analysis of HTTP Short and Long Connections

In-Depth Analysis of HTTP Short and Long Connections In today’s rapidly developing internet technology, the HTTP protocol serves as the foundation for network communication, and the choice of connection method has a crucial impact on website performance and user experience. This article will explore the differences, advantages, disadvantages, and application scenarios of HTTP short and … Read more

Multi-Grade Deep Learning | Ji Bo Lecture Series Issue 77

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Multi-Grade Deep Learning | Ji Bo Lecture Series Issue 77

✦ Lecture Information ✦ Lecture Content Summary The remarkable success of deep learning is widely recognized, yet its training process remains a black box. Standard deep learning relies on a single-grade approach, where a deep neural network (DNN) is trained end-to-end by solving a large, nonconvex optimization problem. As the depth of the network increases, … Read more

Projection Pursuit Model Based on Sparrow Algorithm

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Projection Pursuit Model Based on Sparrow Algorithm

Projection Pursuit Model Based on Sparrow Algorithm Abstract: Projection pursuit (PP) is an emerging statistical method for processing and analyzing high-dimensional data. Its basic idea is to project high-dimensional data into a low-dimensional subspace and find projections that can reflect the structure or features of the original high-dimensional data in that subspace, thereby achieving the … Read more

How to Learn C/C++ for Embedded Development?

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How to Learn C/C++ for Embedded Development?

As we all know, embedded development is a “cross-border battlefield” between software and hardware, and C/C++ serves as the main assembly language, requiring a balance between performance and hardware control. If you want to become an embedded engineer, what key points should you focus on learning in these two languages?! Interrupt Latency Optimization: Disable global … Read more

Joint Optimization Strategies for Multi-Service Communication and Computing Resources in 6G MEC

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Joint Optimization Strategies for Multi-Service Communication and Computing Resources in 6G MEC

🔸 Paper Information Title:Joint Optimization Strategies for Multi-Service Communication and Computing Resources in 6G MEC Authors:：Wang Desheng, Deng Ke, Huang Zhihua, Zhang Hao, Lin Haohan First Author Affiliation:School of Electronic Information and Communications, Huazhong University of Science and Technology Abstract:The system latency and energy consumption of edge computing technology (MEC) are taken as the core … Read more

Restoration of Disassembled Code for Non-Power-of-Two Divisors

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Restoration of Disassembled Code for Non-Power-of-Two Divisors

This article is a highlight from the Kanxue Forum. Author from Kanxue ForumID: TkBinary Table of Contents Series Articles 1. Supplementary Mathematical Knowledge 1.1 Introduction 1.2 Fractions 1.2.1 Fraction Addition 1.2.2 Fraction Multiplication 2. Division Optimization for Signed Non-Power-of-Two 2.1 Advanced Code and Disassembly 2.2 Restoration of Non-Power-of-Two Division 2.3 Optimization and Principles for Non-Power-of-Two … Read more

Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

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Google Research Finds: The Core of Multi-Agent Systems is Prompt Design!

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP graduate students, university professors, and corporate researchers.The vision of the community is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners.Research | Multi-Agent SystemsEditor | … Read more