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python之哪些 svm python 模块使用 gpu

2025年05月04日37txw1958

我想知道什么 svm python 模块使用 gpu 加速。

libsvm 或 scikit-svm 是否使用 gpu?

如何通过 svm 使用 gpu 加速?

请您参考如下方法:

有一个 GPU-accelerated LIBSVM使用 CUDA 框架。

scikit-svm 永远不会支持 GPU。来自FAQ :

Will you add GPU support?

No, or at least not in the near future. The main reason is that GPU support will introduce many software dependencies and introduce platform specific issues. scikit-learn is designed to be easy to install on a wide variety of platforms. Outside of neural networks, GPUs don’t play a large role in machine learning today, and much larger gains in speed can often be achieved by a careful choice of algorithms.