Gradient Descent

following the slope of a loss surface to its floor

Plate VIII
Step0
Loss
Rate η0.0020
RuleVanilla

The surface is Rosenbrock’s valley, $f=(1-x)^2+5(y-x^2)^2$. Each step moves against the gradient; the curved floor forces the classic zig-zag. After A. Cauchy · method of steepest descent, 1847

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