nnopinf.operators.VectorOffsetOperator#

class nnopinf.operators.VectorOffsetOperator(n_outputs, name='VectorOffsetOperator')[source]#

Bases: Module

\(f \in \mathbb{R}^M\)

Constructs a constant vector operator, \(f \in \mathbb{R}^M\)

Parameters:

  • n_outputs (int) – Output dimension of the operator, i.e., M in the above description

  • name (string) – Operator name. Used when saving to file

forward(inputs, return_jacobian=False)[source]#

Forward pass of operator

Parameters:

  • inputs (dict(str, np.array)) – Dictionary of input data in the form of arrays referenced by the variable name, i.e., inputs[‘x’] = np.ones(3)

  • return_jacobian (bool, optional) – If True, return the (approximate) Jacobian in addition to the output.

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