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huggingface/kernels

Build compute kernels and load them from the Hub.

PythonApache-2.0
stars
782
forks
141
watchers
6
open issues
35
created
29 Nov 2024
last push
54m ago
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README

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# kernels The Kernel Hub allows Python libraries and applications to load compute kernels directly from the Hub. To support this kind of dynamic loading, Hub kernels differ from traditional Python kernel packages in that they are made to be: - Portable: a kernel can be loaded from paths outside `PYTHONPATH`. - Unique: multiple versions of the same kernel can be loaded in the same Python process. - Compatible: kernels must support all recent versions of Python and the different PyTorch build configurations (various CUDA versions and C++ ABIs). Furthermore, older C library versions must be supported. ## Components - You can load kernels from the Hub using the `kernels` Python package. - If you are a kernel author, you can build your kernels with kernel-builder.

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