绕开英伟达护城河CUDA！消息称DeepSeek准备适配国产GPU
DeepSeek真的绕过了CUDA，那这件事意味着什么？对此，北京航空航天大学黄雷副教授接受采访时表示，绕过CUDA，可以直接根据GPU的驱动函数做一些新的开发，从而实现更加细粒度的操作。 譬如DeepSeek在多节点通信时绕过了 CUDA 直接使用 PTX（Parallel Thread Execution），其最多只能实现以算法的方式来高效利用硬件层面的加速。
DeepSeek甚至绕过了CUDA！英伟达护城河还在吗DeepSeek甚至绕过了CUDA ...
硬件媒体Tom‘s Hardware带来开年最新热议： 来自 Mirae Asset Securities Research （韩国未来资产证券）的分析称，V3的硬件效率之所以能比Meta等高出10倍，可以总结为“他们从头开始重建了一切”。
NVIDIA CUDA 12.8后，Maxwell、Pascal、Volta架构将止步不前？
NVIDIA近日在CUDA 12.8开发包的更新日志中，针对Maxwell、Pascal及Volta这三款较旧的GPU架构，做出了明确的未来规划。公司宣布，这些架构已完成了全部功能特性的集成，意味着在后续的CUDA版本中，它们将进入“功能冻结”状态。
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