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GridSearchCV & RandomizedSearchCV GPU support #2406

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napetrov opened this issue Apr 6, 2025 · 0 comments
Open

GridSearchCV & RandomizedSearchCV GPU support #2406

napetrov opened this issue Apr 6, 2025 · 0 comments
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enhancement New feature or request

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@napetrov
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napetrov commented Apr 6, 2025

Discussed in #2350

Originally posted by idkSeth March 8, 2025
In order to offload to GPU, input data needs to be passed as dpctl.tensor.usm_ndarray as per the guide.

GridSearchCV and RandomizedSearchCV is not patched and when trying to use them with the input data as dpctl.tensor.usm_ndarray, an indexing error is raised.

Can searching be patched to allow for hyper-parameter searching on GPU/CPU with usm_ndarray?
@napetrov napetrov added the enhancement New feature or request label Apr 6, 2025
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