- Sometimes, we also use global average pooling layers to prevent overfitting. The keras library provides an implementation of these layers. To read more, click on https://keras.rstudio.com/reference/layer_global_max_pooling_2d.html.
- To know more about how to set a custom learning rate decay for our optimizer, refer to the example implemented at https://tensorflow.rstudio.com/tfestimators/articles/examples/iris_custom_decay_dnn.html.