Gradient Descent 3D Viewer
Equation Controls
Equation to find minimum of:
Graph inputted equation
Graph basic bowl (x*x + y*x)
Graph basic saddle (x*x - y*x)
Graph Gaussian wells
The Guassian Wells formula is: -e^-((x-2)^2+(y-2)^2)-1.2e^-((x+2)^2+(y-2)^2)-0.8e^-(x^2+(y+2)^2)+0.05(x^2+y^2).
Click on any point on the graph to indicate where the gradient descent should start.
Optimization Algorithim controls
Number of steps:
50
SGD
Learning rate:
0.001
Momentum
Learning rate:
0.001
RMSProp
Learning rate:
0.001
beta:
0.9
Adam
Learning rate:
0.001
beta1:
0.9
beta2:
0.999
Play optimization
Next optimization step
Stop optimization
Reset optimization