algorithm quantization

Understanding the Technology and Business Logic Behind Arm China’s “Zhouyi” X3 NPU IP

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Understanding the Technology and Business Logic Behind Arm China's "Zhouyi" X3 NPU IP

On November 13, 2025, Arm Technology (China) Co., Ltd. officially launched the next-generation NPU IP – “Zhouyi” X3 in Shanghai. Image | Highlights of the “Zhouyi” X3 NPU IP; Source: Arm Technology As the first major product under the “All in AI” product strategy, the “Zhouyi” X3 is based on the latest DSP+DSA architecture designed … Read more

From CPU, GPU to NPU: Meige Intelligent Continuously Optimizes Heterogeneous Computing Performance

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From CPU, GPU to NPU: Meige Intelligent Continuously Optimizes Heterogeneous Computing Performance

Introduction AI computing power has become the core productivity in the digital economy era, but the global AI industry is facing three major challenges: “insufficient supply, high costs, and an ecosystem yet to be built.” According to industry statistics, the average utilization rate of computing resources in the industry is only 30% to 40%, leading … Read more