How to interpret Keras model.fit output?

Question

I\'ve just started using Keras. The sample I\'m working on has a model and the following snippet is used to run the model

from sklearn.preprocessing import          


        

Answer 1

32 is your batch size. 32 is the default value that you can change in your fit function if you wish to do so.

After the first batch is trained Keras estimates the training duration (ETA: estimated time of arrival) of one epoch which is equivalent to one round of training with all your samples.

In addition to that you get the losses (the difference between prediction and true labels) and your metric (in your case the accuracy) for both the training and the validation samples.