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VisualizationsNeural Networks & How They Learn

Diagnosing Loss Problems

A flat loss curve means the model isn't learning at all. Click the button to swap in a healthy run: a steep early drop that levels off.

Flat from the start. The model is not learning at all: usually the learning rate is far too small, or the labels are wrong.

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