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What is the high limit of parameters in a neural network in order to avoid overfitting?

How can one specify that he/she used too many parameters in his/her network?

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1 Answer 1

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What is the high limit of parameters in a neural network in order to avoid overfitting?

It depends on the dataset, regularization techniques, etc. It's common to see ~10 million weights in computer vision.

How can one specify that he/she used too many parameters in his/her network?

One way is too check for overfitting.

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