koog-agents-optimization/ai.koog.agents.optimization.optimizers.mipro/AutoRunMode

AutoRunMode

Preset auto-run modes controlling candidate count, validation set size, and trial budget cap.

The trial budget is auto-computed from the number of modules but capped by maxTrials to prevent the formula from producing excessive trials for multi-module agents.

Entries

LIGHT

Smallest budget: fewest candidates, smallest validation set, lowest trial cap.

MEDIUM

Balanced budget between LIGHT and HEAVY.

HEAVY

Largest budget: most candidates, largest validation set, highest trial cap.

Properties

entries

val entries: EnumEntries<AutoRunMode>

Returns a representation of an immutable list of all enum entries, in the order they're declared.

maxTrials

val maxTrials: Int

upper bound on optimization trials for this mode.

name

val name: String

numCandidates

val numCandidates: Int

number of instruction/demo candidates generated per module.

ordinal

val ordinal: Int

valExamples

val valExamples: Int

number of validation examples used to score candidates.

Functions

valueOf

fun valueOf(value: String): AutoRunMode

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

values

fun values(): Array<AutoRunMode>

Returns an array containing the constants of this enum type, in the order they're declared.