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"A hidden layer that receives ten inputs and applies a ReLU activation function." - How is ten determined? RRS feed

  • Question

  • For the learning module "Train and evaluate deep learning models", would anyone know how ten was determined for this statement that is in 05a - Deep Neural Networks (PyTorch) Jupyter notebook in the ml-basic repository, please?

    Define a neural network

    Now we're ready to define our neural network. In this case, we'll create a network that consists of 3 fully-connected layers:

    • An input layer that receives an input value for each feature (in this case, the four penguin measurements) and applies a ReLU activation function.
    • A hidden layer that receives ten inputs and applies a ReLU activation function.
    • An output layer that uses a SoftMax activation function to generate an output for each penguin species (which represent the classification probabilities for each of the three possible penguin species)

    Tuesday, September 22, 2020 5:46 PM

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