当输入或输出图像为 YUV（尤其是 NV12 / YUV420） 时，VP 接口会引入额外的硬件约束，这些约束往往是问题的根因：
pages = "130--140",
。PDF资料对此有专业解读
取代智能手机的竞赛已经拉开帷幕AI产业的发展，形成对消费电子领域的“虹吸效应”，导致智能手机在供应链上的话语权被削弱，而AI技术的突破，一方面给现有智能硬件的创新升级带来希望，另一方面又掀起下一代主流硬件的新竞争。在终端市场上，这无疑是对智能手机主导地位的冲击。
I also want to be clear about something: everything I know, I learned from people. Senior engineers who reviewed my rough pull requests. Colleagues who took the time to explain why my thinking was off. Books. Feedback. Years of writing bad code and slowly understanding why it was bad. That foundation is the reason AI is useful to me now. Without it, you can’t tell when the model is wrong. You can’t course-correct what you don’t understand.
同样在中国市场动作频频的拜尔斯道夫，其2025年亚太非市场的业绩增幅最大，达到了4.5%。拜尔斯道夫在财报中披露，集团通过赋予中国等关键市场更大的执行灵活性来推进本地化。