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@shmoradims - I just implemented sample code on how to use object pooling for the PredictionFunction / PredictionEngine objects in this PR for the ASP.NET Core web app eShopDashboardML, here:
However, after creating the code which I find very generic and usable for any end-user app while at the same time it is significant code to create/understand, I still think that this kind of implementation/code should be part of ML.NET API not really part of user's code.
We need to have a further discussion about it reviewing the code I wrote for this approach. 👍
Related to this issue at ML.NET: dotnet/machinelearning#1789 (comment) and the discussions here: dotnet/machinelearning#1718
All the Web based end-user apps using ASP.NET Core should follow a similar approach:
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