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Memory leak ? #9

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CoteDave opened this issue May 18, 2023 · 0 comments
Open

Memory leak ? #9

CoteDave opened this issue May 18, 2023 · 0 comments

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@CoteDave
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CoteDave commented May 18, 2023

Running a simple example with CatBoostClassifier and a relativly small dataset (25000, 160),memory consomption just exploded(with python = 3.8):

the first step got executed correctly:
acvtree = ACVTree(model, X_test_enc_top_extreme.fillna(0).values)

then this step just kill my machine with the small dataset (25000, 160),more than 100gig of RAM was used before it crashed...:
shap_val_acv = acvtree.shap_values(X_test_enc_top_extreme.fillna(0).values)

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