Vocabulary

Understand the term. Connect the concept.

A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Gradient Clipping

Deep Learning · Level 2 of 5

Gradient Clipping

Limiting gradient values or their norm before an update.

Clipping controls unusually large updates without fixing every cause of instability.

Example

A trainer caps the total gradient norm at one.

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Audio transcript

Gradient Clipping. Limiting gradient values or their norm before an update. Clipping controls unusually large updates without fixing every cause of instability. For example: A trainer caps the total gradient norm at one.

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