Module pareto 

6-dimensional Pareto frontier computation for experiment scoring.

Each experiment is scored on six dimensions:

• Latency (lower is better)
• Throughput (higher is better)
• VRAM (lower is better)
• Quality (higher is better)
• Energy (lower is better)
• Cost (lower is better)

Dominated results are pruned but retained for analysis.

Structs

ParetoFrontier

A Pareto frontier: the set of non-dominated points from a collection of experiments.

ParetoPoint

The six Pareto dimensions. “Lower is better” dimensions are negated internally so that “higher is always better” in the dominance comparison.

Enums

ApplicationProfileWeight

Score a result against an application profile to select the “best” point from the Pareto frontier.