seniorKeras

How do you debug exploding gradients in Keras?

Updated May 16, 2026

Short answer

Exploding gradients cause unstable training due to large updates.

Deep explanation

Detected via loss spikes or NaNs. Solutions include gradient clipping, smaller learning rates, normalization layers, and better initialization.

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