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Add dtypes to CSV reading code #5

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tommylau-exe opened this issue Jul 9, 2020 · 0 comments
Open

Add dtypes to CSV reading code #5

tommylau-exe opened this issue Jul 9, 2020 · 0 comments
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bug Something isn't working ml model Issues relating to the Amaranth ML Model

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@tommylau-exe
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Expected Behavior

CSV reading code tells Tensorflow what datatypes to expect for each column of every CSV file.

Actual Behavior

CSV reading code doesn't provide this information to Tensorflow, resulting in a slowdown for CSV reading code and unnecessary memory usage.

Steps to Reproduce the Problem

  1. Switch branch to model-dev
  2. Run ml/main.py
  3. Observe warning sys:1: DtypeWarning: Columns (9) have mixed types.Specify dtype option on import or set low_memory=False.
@tommylau-exe tommylau-exe added the bug Something isn't working label Jul 9, 2020
@tommylau-exe tommylau-exe self-assigned this Jul 9, 2020
@tommylau-exe tommylau-exe removed their assignment Aug 5, 2020
@tommylau-exe tommylau-exe added the ml model Issues relating to the Amaranth ML Model label Aug 19, 2020
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