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Channel: What do you mean by "updating based on a training example/batch" in Gradient Descent? - Artificial Intelligence Stack Exchange
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What do you mean by "updating based on a training example/batch" in Gradient...

My understanding is this: When doing Stochastic Gradient Descent over a neural network, in every epoch, we run $n$ iterations (where the dataset has $n$ training examples) and in every iteration, we...

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Answer by cinch for What do you mean by "updating based on a training...

In batch gradient descent computing the loss function every time serves several purposes. While the value of the loss itself may not directly affect the backpropagation process, as you said monitoring...

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