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URL title: Rethinking Your Machine Learning Results Tracking – Lars Sjösund
URL description: I find that a surprising number of people in the machine learning field do not track their metrics in a structured and automated way. Some only keep track of what their current single best model is, some put their faith in storing their whole experiment history in TensorBoard graphs, and some manually log their metrics in a Google Spreadsheet. While these methods might be sufficient in some cases, I find that they can be significantly improved in terms of the amount of insight they provide and resources the
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