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VisualizationsNeural Networks & How They Learn

Local Minima & Saddle Points

Slide the starting point on a bumpy loss curve and see where walking downhill ends up. Some starts reach the deepest dip; others get stuck in a shallow one.

start 1.2

Stuck in a shallow dip — walking downhill alone cannot climb back out.

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