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Hyperparameter Tuning and Experimenting - Training Deep Neural Networks

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Welcome to this neural network programming series. In this episode, we will see how we can use TensorBoard to rapidly experiment with different training hyperparameters to more deeply understand our neural network. We'll learn how to uniquely identify each run by building and passing a comment string to the SummeryWriter constructor that will be appended to the auto-generated file name. We'll learn how to use a Cartesian product to create a set of hyper parameters to try, and at the end, we'll consider h

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