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NVIDIA Developer Blog· Michelle Horton·· 2026-07-31AI 评分23

NVIDIA nvmath-python:大规模运行高性能核心数学运算

Run High-Performance Core Math at Scale with NVIDIA nvmath-python

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NVIDIA nvmath-python 是一个衔接 Python 科学计算生态与 NVIDIA CUDA-X 数学库的库,让 Python 用户在不改变现有工作流的前提下获得 CUDA-X 性能。视不同 API,运算可运行在 CPU、支持 CUDA 的 GPU,或分布式多 GPU、多节点系统上。

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Decorative math image.NVIDIA nvmath-python is a library designed to bridge the gap between the Python scientific community and NVIDIA CUDA-X math libraries. It gives Python users...Decorative math image.

NVIDIA nvmath-python is a library designed to bridge the gap between the Python scientific community and NVIDIA CUDA-X math libraries. It gives Python users access to CUDA-X performance for common math operations without disrupting existing workflows. Depending on the API, operations can run on a CPU, CUDA-enabled GPU, or distributed multi-GPU, multi-node systems.

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来源:NVIDIA Developer Blog · developer.nvidia.com