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How it works...
The section covers model performance visualization using TensorBoard. The cross entropy for train and test are recorded in the SCALARS tab, as shown in the following screenshot:
Cross entropy for train and test data
The objective function shows similar behaviors for train and test cost function; thus, the model seems to be stable for the given case with convergence attaining around 1,600 iterations.