Algorithm Optimization

Asia’s First! Wuwen Xinqiong Wins Best Paper Award at FPGA’25 for Proposing the First Video Generation Large Model Inference IP, Significantly Enhancing Hardware Computing Power through Software-Hardware Collaboration

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Asia's First! Wuwen Xinqiong Wins Best Paper Award at FPGA'25 for Proposing the First Video Generation Large Model Inference IP, Significantly Enhancing Hardware Computing Power through Software-Hardware Collaboration

Follow our public account to discover the beauty of CV technology The top international conference in the field of reconfigurable computing, FPGA 2025, has announced that this year’s Best Paper Award goes to Wuwen Xinqiong and the collaborative work on video generation large model inference IP, FlightVGM, from Shanghai Jiao Tong University and Tsinghua University. … Read more

Optimizing Wireless Sensor Network Deployment Using Improved Flower Pollination Algorithm

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Optimizing Wireless Sensor Network Deployment Using Improved Flower Pollination Algorithm

✅ Author Introduction: A passionate researcher and Matlab simulation developer, skilled in data processing, modeling and simulation, program design, obtaining complete code, paper reproduction, and scientific simulation. 🍎 Previous Review: Follow my personal homepage:Matlab Research Studio 🍊 Personal Motto: Pursue knowledge through exploration, complete Matlab code and simulation consultation available via private message. Intelligent Optimization … Read more

Highlights of Keil Compiler AC6 Compared to AC5

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Highlights of Keil Compiler AC6 Compared to AC5

Follow+Star Public Number, don’t miss the wonderful content Author | strongerHuang WeChat Public Account | Embedded Column The latest version of Keil MDK no longer includes the AC5 compiler by default (but AC5 can be installed manually), yet AC5 is still the compiler used by most engineers. Readers who have used Keil MDK (Arm Compiler … Read more

Speed Up Python Execution: 8 Effective Techniques

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Speed Up Python Execution: 8 Effective Techniques

Source: Data Analysis 1480 This article is about 4400 words long and is suggested to be read in 8 minutes. This content shares methods to speed up execution purely using <strong>Python</strong> programming. Python is a scripting language that has some limitations in efficiency and performance compared to compiled languages like C/C++. However, in many cases, … Read more

Optimizing Microcontroller Programs for Small Code and Fast Speed

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Optimizing Microcontroller Programs for Small Code and Fast Speed

Optimizing a program usually refers to enhancing the program code or the execution speed of the program.Optimizing code and optimizing speed are essentially a contradictory unity.Generally, optimizing the size of the code will lead to an increase in execution time;if the execution speed of the program is optimized, it usually results in an increase in … Read more

MATLAB Preparatory Skills and Techniques: Vectors and Their Operations

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MATLAB Preparatory Skills and Techniques: Vectors and Their Operations

MATLAB stands for Matrix Laboratory, which is an environment based on matrix operations. All data in MATLAB is stored in the form of matrices or multidimensional arrays. Vectors and scalars are two special forms of matrices. A vector refers to a matrix that is either a single row or a single column, and it is … Read more

MATLAB Skills and Techniques: Vectorized Computation

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MATLAB Skills and Techniques: Vectorized Computation

MATLAB is short for Matrix Laboratory and is an environment based on matrix operations. All data in MATLAB is stored in the form of matrices or multidimensional arrays. Vectors and scalars are two special forms of matrices. A vector refers to a matrix with a single row or a single column, and it is the … Read more

Real-Time Optimal Dispatching of Multi-Energy Microgrid Considering Renewable Energy Output Correlation

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Real-Time Optimal Dispatching of Multi-Energy Microgrid Considering Renewable Energy Output Correlation

Power System Technology, A Trusted Power Academic Journal Click the Title to Read the Full Article! Affine Real-Time Optimal Dispatching for Multi-Energy Microgrid Considering Renewable Energy Output Correlation / CHEN Feixiong, GUO Yixin, SHAO Zhenguo, ZHENG Xianghao, HU Kunxi, LIN Weihui DOI: 10.13335/j.1000-3673.pst.2023.2235 01 Research Content Unlike traditional affine optimization methods where various uncertainties are … Read more

In-Depth Understanding of Linux Memory Subsystem

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In-Depth Understanding of Linux Memory Subsystem

Linux memory is a computer resource that backend developers need to understand deeply. Proper use of memory helps improve machine performance and stability. This article mainly introduces the organization structure and page layout of Linux memory, the causes of memory fragmentation and optimization algorithms, various memory management methods in the Linux kernel, memory usage scenarios, … Read more

Exploring the Essence of LoRA: A Low-Rank Projection of Full Gradients

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Article Title: FLORA: Low-Rank Adapters Are Secretly Gradient Compressors Article Link: https://arxiv.org/pdf/2402.03293 This paper not only introduces a brand new high-rank efficient fine-tuning algorithm but also deeply interprets the essence of LoRA: LoRA is a low-rank projection of full gradients. In fact, this perspective is not surprising; we can see traces of this viewpoint in … Read more