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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