What is fidelity?
Fidelity of a computational result:
extent to which it matches a reference result.
Multi-dimensional fidelity:
A result might have multiple fidelity metrics.
A multi-fidelity computation provides knobs to set the fidelity metrics.
At each execution, the system has to set these knobs.