Softmax Calculator

Convert logits to probabilities using the softmax function.

Softmax Input

softmax(x_i) = e^(x_i/T) / sum(e^(x_j/T))

T < 1: sharper distribution | T > 1: smoother distribution

Temperature Effects

  • - T = 1.0: Standard softmax
  • - T < 1.0: More confident predictions
  • - T > 1.0: More uniform distribution
  • - T β†’ 0: Approaches argmax

Predicted Class

Class 0

65.90% confidence

Entropy
1.2216 bits
Classes
3

Probability Distribution

Class 0 (Predicted)65.90%
Logit: 2Prob: 0.6590
Class 1 24.24%
Logit: 1Prob: 0.2424
Class 2 9.86%
Logit: 0.1Prob: 0.0986