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Tensorboard (i2tutorials)

What do you mean by Tensorboard?

Tensorboard is the interface used to visualize the graph and other tools to understand, debug, and optimize the model. Tensorboard provides us with a suite of web applications that help us to inspect and understand the TensorFlow runs and graphs. Currently, it provides five types of visualizations: scalars, images, audio, histograms, and graphs.

Tensorboard (i2tutorials)

Tensorboard was created as a way to help us understand the flow of tensors in your model so that we can debug and optimize it. It is generally used for two main purposes:

  1. Visualizing the Graph
  2. Writing Summaries to Visualize Learning

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