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loss-landscape

Contour plot of a loss surface with a point descending toward the minimum. Shows optimization trajectory.

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t=0s

practical uses

  • 01.Visualizing optimization landscapes
  • 02.Explaining local vs global minima
  • 03.Teaching gradient descent intuition
  • 04.Demonstrating saddle points concept

technical notes

Concentric elliptical contours. Point spirals inward with trail. Cross marker at global minimum.