Reflections on Edge AI Chip Architecture: Why Scalable GPU Architectures Are Worth Attention

Reflections on Edge AI Chip Architecture: Why Scalable GPU Architectures Are Worth Attention

★ Click the blue text above to follow ★Author: Beijing Huaxing Wanbang Management Consulting Co., Ltd. Xiangyu Shangrui As large models continue to evolve, they are pushing inference applications to edge and endpoint devices on a large scale. New AI application scenarios and models such as IoT intelligence, embodied intelligence, AI agents, and physical AI … Read more

GPU, ASIC, FPGA: Which Accelerates Large Models Better?

GPU, ASIC, FPGA: Which Accelerates Large Models Better?

Click the blue textto follow us With thedevelopment ofLLM, the importance of accelerators capable of efficiently processingLLM computations has become increasingly prominent. This article discusses the necessity ofLLM accelerators and provides a comprehensive analysis of the main hardware and software features of currently available commercialLLM accelerators. Based on this, it proposes development ideas and future … Read more

Comparative Analysis of Computing Acceleration Technologies: Technical Characteristics, Application Scenarios, and Industrial Ecosystems of GPUs, FPGAs, ASICs, TPUs, and NPUs

Comparative Analysis of Computing Acceleration Technologies: Technical Characteristics, Application Scenarios, and Industrial Ecosystems of GPUs, FPGAs, ASICs, TPUs, and NPUs

Source: DeepHub IMBA This article has a total of 4500 words, and it is recommended to read in 5 minutes. This article will delve into five main types of computing accelerators. In today’s rapidly evolving computing technology, traditional general-purpose processors (CPUs) are gradually being supplemented or replaced by dedicated hardware accelerators, especially in specific computing … Read more

Next Generation Smartphone Flagship SoCs Unveiled! Major Core Upgrades Across the Board! Has Qualcomm Surpassed the A17 Pro? Is MTK Going Even Further?

Next Generation Smartphone Flagship SoCs Unveiled! Major Core Upgrades Across the Board! Has Qualcomm Surpassed the A17 Pro? Is MTK Going Even Further?

News ①: Qualcomm’s third-generation Snapdragon 8 outperforms the A17 Pro in energy efficiency by 30%. Qualcomm is set to launch its new flagship SoC, the highly anticipated third-generation Snapdragon 8 platform. According to recently leaked benchmark scores, this SoC performs quite well. However, unlike Apple’s latest A17 Pro, Qualcomm has opted not to use TSMC’s … Read more

How Does the Newly Released Domestic 4nm Mobile SoC Chip Perform?

How Does the Newly Released Domestic 4nm Mobile SoC Chip Perform?

TechWeb by / Xin Kayi Recently, the vivo X100 series was launched at the National Aquatics Center. The newly released vivo X100 series includes two models: the X100 and X100 Pro. These two models are the first smartphones in the world to feature the Dimensity 9300 chip. The Dimensity 9300 is designed by the well-known … Read more

Full Big Core vs. Tri-Cluster: Major Changes Expected in the New Flagship SoC

Full Big Core vs. Tri-Cluster: Major Changes Expected in the New Flagship SoC

Recently, leaked information has revealed that MediaTek’s next-generation flagship SoC, the Dimensity 9300, may adopt a full big core CPU architecture. Based on ARM’s new mobile processor reference design, it will feature a “4+4” configuration, consisting of 4 Cortex-X4 super big cores and 4 Cortex-A720 big cores. Additionally, it will upgrade to the new fifth-generation … Read more

Exploring Algorithms Beyond FPGA and ASIC: Revitalizing Global GPU Computing Power

Exploring Algorithms Beyond FPGA and ASIC: Revitalizing Global GPU Computing Power

CPU: This is well understood; when it was first released in 2009, Satoshi Nakamoto used a regular desktop CPU for mining. The entry barrier was extremely low, allowing households to participate in mining, which was Satoshi’s original intention for Bitcoin mining. By using reasonably priced hardware that was easy to mine with, Satoshi aimed to … Read more

CPU Parallel Processing Architectures: SIMD, MISD, MIMD

CPU Parallel Processing Architectures: SIMD, MISD, MIMD

In 1966, Micheal Flynn classified computer architectures based on the concepts of instruction and data streams, known as Flynn’s taxonomy. Flynn categorized computers into four basic types as follows: Single Instruction Single Data (SISD) systems Single Instruction Multiple Data (SIMD) systems Multiple Instruction Single Data (MISD) systems Multiple Instruction Multiple Data (MIMD) systems Single Instruction … Read more

Real-Time Ray Tracing! Android Flagships to Feature It in Six Months

Real-Time Ray Tracing! Android Flagships to Feature It in Six Months

Real-time ray tracing will become standard. In addition to the iPhone equipped with Apple’s self-developed A-series chips, most Android manufacturers’ SoCs come from Qualcomm, MediaTek, and Samsung. Image source: wccftech. Qualcomm, MediaTek, and Samsung are not deeply involved in the independent design of CPU and GPU architectures for their SoCs, leaning more towards Arm’s public … Read more

Market Value Soars by 1.5 Billion! Longxin’s Next-Generation Laptop CPU Successfully Taped Out: GPU Performance Doubles, Key AI Processor Design Technologies Mastered

Market Value Soars by 1.5 Billion! Longxin's Next-Generation Laptop CPU Successfully Taped Out: GPU Performance Doubles, Key AI Processor Design Technologies Mastered

By | Zhou Luyao On April 3, 2025, Longxin Zhongke (688047.SH) officially announced on its WeChat public account that the Longxin 2K3000 (3B6000M) has successfully completed tape-out, achieving preliminary functionality and performance assessments, with all indicators meeting expectations. The Longxin 2K3000 and Longxin 3B6000M are different packaging versions based on the same silicon wafer, targeting … Read more