Loss

minnt.Loss

Bases: Protocol

An abstract loss function interface.

__call__

__call__(
    y: TensorOrTensors,
    y_true: TensorOrTensors,
    sample_weights: TensorOrTensors | None = None,
) -> Tensor

Compute loss of the given predictions and gold targets, optionally with sample weights.

Parameters:

• y (TensorOrTensors) –

  The predicted outputs.

• y_true (TensorOrTensors) –

  The ground-truth targets.

• sample_weights (TensorOrTensors | None, default: None ) –

  Optional sample weights.

Returns:

• Tensor –

  A tensor representing the computed loss.