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Hyperparameter tuning (also called hyperparameter optimization) refers to the process of finding the optimal set of hyperparameters for a given machine learning algorithm.
1
vote
Scaling neural networks
I don't think you ought to change much in the model definition.
You should, however, consider the amount of time it takes to train on the complete dataset. If it takes too long and you are still in t …