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A dataset is a collection of data, often in tabular or matrix form. This tag is NOT intended for data requests ("where can I find a dataset about ...") --> see OpenData

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How should I sample my validation set if I randomly sample training data?

I have: training dataset of size 150k. validation dataset of size 19k. At each epoch I randomly sample without replacement 10k datapoints for training because I get Out of Mem Errors. …
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