Loss Surface
Learning Rate ฮท
0.1500
Animation Speed
Live Stats
Iteration0
Loss L(w)โ
Gradient |โL|โ
Position (wโ,wโ)โ
Statusโ Ready
Legend
Gradient โL โ steepest ascent
Step โฮทโL โ where we move
Path history
โ
Global minimum โ Current position
๐ก Simple Bowl
A perfectly convex surface with one global minimum. Gradient descent always converges here โ try different learning rates and watch the path change!