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Using GPU for training (BanditRecommender) #20

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TengHoo3 opened this issue Nov 27, 2022 · 1 comment
Closed

Using GPU for training (BanditRecommender) #20

TengHoo3 opened this issue Nov 27, 2022 · 1 comment

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@TengHoo3
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Hi there,

Just want to check whether this package supports GPU training where I can put the BanditRecommender model into GPU to train along with the dataset?

Cheers!

@bkleyn
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bkleyn commented Nov 28, 2022

Hi @TengHoo3,

Thank you for your question and interest in the library!

Mab2Rec does not support GPU training at present. Since, most multi-armed bandit algorithms do not make use of matrix operations in the same way as Deep Learning algorithms, the benefits from GPU acceleration is not as great. However, there is certainly opportunity to speed up some of the data processing functions using GPU.

Kind regards,

@bkleyn bkleyn closed this as completed Nov 28, 2022
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