optax.losses.perceptron_loss

optax.losses.perceptron_loss(predictor_outputs: jax.typing.ArrayLike, targets: jax.typing.ArrayLike) → Array

Binary perceptron loss.

Parameters:

• predictor_outputs – score produced by the model (float).

• targets – Target values. Target values should be strictly in the set {-1, 1}.

Returns:

loss value.

References

Perceptron, Wikipedia