![]() When dealing with many epochs or a precarious model, the overall trend can be lost. The focus here is on the performance of the model across multiple epochs.īoth the models’ loss function and any metrics that you’ve tracked are shown here.Īn essential feature of this tab is the smoothing function. Scalars are the first tab you will see when opening TensorBoard. I’ve used the dark mode for some of the images here. TensorBoard also has some styling options. ![]() But a list of the other available views is found in the inactive dropdown. ![]() I’m showing the scalars, graphs, distributions, histograms, and time-series tabs in this post. They also allow for visualization of the model as a graph and a whole lot more. These components allow you to track different metrics such as accuracy, root mean squared error or log loss. TensorBoard is broken down into several components.
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