Home▸Machine Learning & Neural Networks▸Gradient Descent on Loss Landscapes: 2D

⛰️ Gradient Descent on Loss Landscapes: 2D

SGD, Momentum, RMSprop and Adam race down Rosenbrock, Himmelblau and Rastrigin loss contours.

Machine Learning & Neural Networks2DModerate60 FPS📱 Mobile-adapted⇄ 3D version
2d-gradient-descent-3d ↗ Open standalone
⚙ Under the hood

SGD, Momentum, RMSprop and Adam race down Rosenbrock, Himmelblau and Rastrigin loss contours.

optimizationgradient descentAdam

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

What did you find?

Add reproduction steps (optional)