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doubleAI 发布 Maxwell,首个“代码执行模型”,可在程序运行时重写二进制以适配特定硬件与数据,并通过形式化证明保证优化等价,带来 38× 数据管线加速与 4.25× AI 推理内核加速。
CUDA 13.3 introduces significant enhancements including Tile C++ support, C++23 standard, improved NVRTC, stable CUDA Python 1.0 APIs, and PTX 9.3 with new fabric instructions and async multimem operations, targeting kernel developers and runtime engineers.