Shallow Neural Network with Gradient Descent
Hidden Unit 1
b₁
0.0
∂L/∂b₁: 0.00
w₁
1.0
∂L/∂w₁: 0.00
Hidden Unit 2
b₂
0.0
∂L/∂b₂: 0.00
w₂
1.0
∂L/∂w₂: 0.00
Hidden Unit 3
b₃
0.0
∂L/∂b₃: 0.00
w₃
1.0
∂L/∂w₃: 0.00
Output
Prediction
Target Data
w₀ (bias)
0.0
∂L/∂w₀: 0.00
v₁
1.0
∂L/∂v₁: 0.00
v₂
1.0
∂L/∂v₂: 0.00
v₃
1.0
∂L/∂v₃: 0.00
Learning Rate:
1 Gradient Step
10 Gradient Steps
50 Gradient Steps
▶ Animate 100 Steps
Reset Parameters
RMSE:
0.000
Step:
0
Loss Curve (MSE)