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@LogicFan LogicFan commented Dec 8, 2025

Contributor: Yongda Fan (yongdaf2@illinois.edu), John Wu (jhnwu3@illinois.edu)

Contribution Type: Dataset

Description
Memory effieicient implementation of BaseDataset and SampleDataset. It reducets the memory usage for MIMIC4 from 270GB down to 32GB or less.

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Close #332 #326

@LogicFan LogicFan changed the title Mem 7 Memory Efficient Dataset Dec 8, 2025
@LogicFan LogicFan mentioned this pull request Dec 8, 2025
@LogicFan LogicFan requested a review from jhnwu3 December 8, 2025 02:15
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closed in favour of #737

@LogicFan LogicFan closed this Dec 14, 2025
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Improve memory usage of BaseDataset.load_data()

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