Gradient Descent
Interactive Loss Landscape Explorer
Iteration (t)
0
Loss L(x)
0.000
Gradient |∇L|
0.000
Landscape Function
Parabola (x²/2)
Bumpy Terrain (x⁴/4 - x²/2)
Rosenbrock-ish (2D)
Learning Rate (η)
0.1
Start Position (x₀)
Animation Speed
Fast
Step
Reset
▶ Run Animation
Tip:
Try a high learning rate on the Bumpy terrain to see oscillation!