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Sample Data inside SampleDataGenerators #72

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willgraf opened this issue Aug 4, 2018 · 1 comment
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Sample Data inside SampleDataGenerators #72

willgraf opened this issue Aug 4, 2018 · 1 comment

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@willgraf
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willgraf commented Aug 4, 2018 •
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Currently, data sampling occurs during the get_data function. This limits the amount of data that we can load simultaneously, as each pixel is duplicated many times in each sampled window. A much more efficient approach would sample data on the fly in every batch of the data generators.
@willgraf willgraf mentioned this issue Aug 31, 2018
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Fixed in #83

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