SIMD has played an increasingly important role in processors in recent years, providing significant performance improvements for multimedia applications, and most computations within GPGPU warps are also performed in a SIMD-like manner. Understanding SIMD is crucial for a comprehensive understanding of architecture. This book provides a comprehensive and detailed introduction to the design concepts and … Read more
1 Overview The Bosch GTM IP module provides a general-purpose timer platform for complex applications in the automotive industry, such as powertrain, power steering, chassis, and transmission control. GTM offers various timer functions, such as counters, multifunction capture/comparison, PWM functions, duty cycle measurement, etc. GTM also features a RISC-like programmable core MCS for data processing … Read more
1. Overview STM32CubeMX is a member of the STM32Cube tool family, providing STM32 developers with a simple, convenient, and intuitive way to perform tasks such as MCU/MPU selection, pin configuration, system clock and peripheral clock settings, and peripheral parameter configuration, as well as middleware parameter configuration. After all configurations are completed, it can also generate … Read more
STM32CubeIDE Download and Installation Guide (Version 1.18.0 Example) Software Introduction STM32CubeIDE is the official integrated development environment (IDE) provided by STMicroelectronics, specifically designed for the STM32 microcontroller series. It combines the powerful features of STM32CubeMX and Eclipse, providing a complete development environment suitable for embedded software development and debugging. STM32CubeIDE not only supports code editing, … Read more
Click on the aboveblue text to follow us MCU debuggers play an important role in embedded development. The price difference is usually determined by multiple factors such as functionality, compatibility, performance, and support services. 1 Basic Functionality and Protocol Support for SWD The two-wire debugging protocol (SWDIO and SWCLK) commonly used for ARM Cortex-M series … Read more
Ozone is a free embedded software debugger from SEGGER. It is a powerful tool that allows you to gain deep insights into what is happening within embedded systems. It is particularly useful when debugging nRF9160 Zephyr applications. Organizing multiple threads and multi-image builds can be challenging, but this is the tool you want. In our … Read more
š„ [Heartbreaking Data at the Beginning]Research shows that even top open-source multi-agent systems like ChatDev have a task accuracy rate of only 25%! Why does the theoretical “collaborative intelligence” frequently fail? We reveal the truth behind the failures using over 150 dialogue trajectories and expert annotations! The Gap Between the “Ideal and Reality” of Multi-Agent … Read more
Paper: Why Do Multi-Agent LLM Systems Fail? Link: https://arxiv.org/pdf/2503.13657 Why Do Multi-Agent Systems Fail? Imagine you have assembled a team: programmers, testers, and project managers each performing their roles. However, the delivered product is riddled with bugs, team members blame each other, and some even alter requirements without permissionāthis is not a workplace drama, but … Read more
It was a late night chased by deadlines, with three Jupyter Notebook windows open on my screen, each processing a 20GB CSV file in different ways.multiprocessing.Pool‘s workers were stepping on each other in memory, while the thread pool of concurrent.futures was dozing off waiting for IO, and my handwritten Dask task flow suddenly threw a … Read more
Author: This article is contributed by the community, authored by Wuyuhang, a learner from the Shusheng Large Model Practical Camp. This article will provide a detailed introduction to the project MultiAgent-Search, which is an image localization system based on multi-agent collaboration. Acknowledgments Hello everyone, I am a first-year graduate student at Shanghai University of Engineering … Read more