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When I try fitting simple examples with 20 - 300 points using GPFlow, I noticed that the execution speed for the prediction is significantly (more than 20x) lower than the execution speed of the prediction when using sklearns GP library.
I am wondering whether this issue is known or if I am maybe messing something up somewhere?
Hi @azinoma, this had been a recurring question (#1554, #1189, #1030, #1003). We worked on addressing this issue with #1599. It is part of GPflow as of version 2.2. Please check if this resolves your issue:)
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When I try fitting simple examples with 20 - 300 points using GPFlow, I noticed that the execution speed for the prediction is significantly (more than 20x) lower than the execution speed of the prediction when using sklearns GP library.
I am wondering whether this issue is known or if I am maybe messing something up somewhere?
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