This fragmentation hurts portability. Code that performs well on one runtime may behave differently (or poorly) on another, even though it's using "standard" APIs. The complexity burden on runtime implementers is substantial, and the subtle behavioral differences create friction for developers trying to write cross-runtime code, particularly those maintaining frameworks that must be able to run efficiently across many runtime environments.
Nvidia chips have led in the training of AI models, but it has faced an onslaught of competition in inference, the process whereby a trained model is applied to real-world data to generate answers through reasoning.
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“中国的脱贫成就堪称奇迹。”今年2月，美国希尔邮报网站发文，在反思美国“斩杀线”现象的同时，指出中国的脱贫经验是已被证实能大规模改善民生的方法，美国应从中国的成功中学习。
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