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There is a patience parameter both in EarlyStopping and ReduceLROnPlateau in Keras. However, the patience parameter for EarlyStopping is 0 meanwhile 10 for ReduceLROnPlateau. Assuming they both monitor val_loss by default, how ReduceLROnPlateau would work if it never has a chance to update itself because of the high patience number?

Then, by logic, patience for EarlyStopping should always be greater than ReduceLROnPlateau, right?

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