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About 4 CNN PDF
This document discusses babysitting your machine learning jobs and debugging optimizers. It provides tips for debugging issues like learning rates that are too low or high, causing loss to not improve or explode. It recommends starting with small regularization to find an effective learning rate range, and using cross validation in stages to optimize hyperparameters, first with a coarse search over few epochs to identify promising parameter ranges, then finer searches.
Detailed Information
| Author: | ['Waterloo Ferreira da Silva'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 205 |
| Language: | English |
| Format: | |
| Price: | FREE |
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