Getting Started with various Tools

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TensorBoard

Purpose: TensorBoard provides the visualization and tooling needed for machine learning experimentation.

Home Page: https://www.tensorflow.org/tensorboard

Documentation: https://www.tensorflow.org/tensorboard/get_started

How to get started:

  1. In the web console tab on the right side of the screen, Type the following command start TensorBoard

    export PATH=/usr/local/anaconda/bin:$PATH 
    tensorboard --logdir deep_learning/tflogs --port 4066
    
  2. Once it has started successfully, it will give you an URL on the Web Console, do not use that URL but note down the port number

  3. Copy the URL of the Web Console from the URL bar at the top of the browser, open another tab in the browser, paste the URL and append the port number in the end as shown below http://e.cloudxlab.com:4066

  4. To close TensorBoard, simply click the tab where you opened the TensorBoard and the Web Console

  5. If you are facing any challenges, or for more information on port numbers, please go through the below link https://discuss.cloudxlab.com/t/solved-cannot-start-tensorboard-server/5146


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