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Add a method ignore certain wells for training/validation #205

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edyoshikun opened this issue Nov 18, 2024 · 0 comments
Open

Add a method ignore certain wells for training/validation #205

edyoshikun opened this issue Nov 18, 2024 · 0 comments
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enhancement New feature or request

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@edyoshikun
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edyoshikun commented Nov 18, 2024

Given our limited storage on the HPC and the data duplication that happens between the processed data and the training data, it might be helpful to have a variable to ignore certain wells from the HCSDataloader.

For example, for an experiment where we had multiple wells but wanted to use 4 out of 8 for training, we currently create a new store with these wells (data duplication).

It is common on the mantis pipeline to have wells that are used as fiducials, so we should implement add this feature soon.

@edyoshikun edyoshikun added the enhancement New feature or request label Nov 18, 2024
@edyoshikun edyoshikun changed the title Add a method ignore certain wells Add a method ignore certain wells for training/validation Nov 18, 2024
ziw-liu added a commit that referenced this issue Dec 11, 2024
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