Hands-On Transfer Learning with Python

Challenges in neural network learning

Optimization is, in general, a very difficult task. In this section, we discuss some common challenges involved in optimization methods for training deep models. Understanding these challenges is crucial to assessing the training performance of the neural network model and taking corrective measures to possibly alleviate issues.