[Google_Bootcamp_Day10]

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Tuning Process

Hyperparameters

hyperparameter

Try random values: Don’t use a grid

  • grid : try all, then choose the best (not works well in deep learning)
  • random : choose random points, try all, then choose the best (zoom in again, then sample more densely) grid

Appropriate scale for hyperparameters (not uniformly random)

  • Use log scale log

[Source] https://www.coursera.org/learn/deep-neural-network

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