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Gradient Clipping

Deep LearningAI Term

Definition

A technique used to stabilize the training of deep neural networks by scaling down the magnitude of the gradients when they exceed a predefined threshold, preventing "exploding gradients."

In short: A technique used to stabilize the training of deep neural networks by scaling down the magnitude of the gradients when they exceed a predefined threshold, preventing "exploding gradients.

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