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Remove caches due to excessive memory use #317

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merged 2 commits into from Jul 5, 2022

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Adebayo-Oshingbesan
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The caches in the scoring functions lead to excessive memory usages for large datasets which sometimes led to the code crashing. Since the caches were intended to speedup runtime for those large datasets, they are not serving the intended purpose and thus needed to be removed.

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@hoffmansc hoffmansc left a comment

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LGTM

@hoffmansc hoffmansc merged commit 17f0aba into Trusted-AI:master Jul 5, 2022
Illia-Kryvoviaz pushed a commit to Illia-Kryvoviaz/AIF360 that referenced this pull request Jun 7, 2023
* Remove caches due to excessive memory use

* Validate pandas objects passed into scan
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2 participants