Python Deep Learning Projects

Fitting the model

Just like we did previously, fit the model, but with epochs set as 40 instead of 20, since the deeper model takes longer to learn. Try training the model for 20 epochs first to see what happens:

# fit modelhistory = model.fit(X_train, y_train, epochs = 40, batch_size=batch_size, validation_data=(X_val, y_val))

The following is the output of the preceding code:

The following is the output at the end of the code's execution:

Figure 8.29: Metrics printed out during the training of the deep convolution classifier