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What are the main benefits of Mini-batch Gradient Descent?
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What are the main benefits of Mini-batch Gradient Descent?
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Jun 12, 2021
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Robindeniel
What are the main benefits of Mini-batch Gradient Descent?
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Jun 12, 2021
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Robindeniel
Below are the main benefits of mini batch gradient descent :
It is computationally efficient compared to stochastic gradient descent.
It improves generalization by finding flat minima.
It improves convergence by using mini-batches. We can approximate the gradient of the entire training set, which might help to avoid local minima.
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