AxOptimizationStats
Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L83
Properties
| Property | Type |
|---|
bestConfiguration? | Record<string, unknown> |
bestScore | number |
convergenceInfo | object |
convergenceInfo.converged | boolean |
convergenceInfo.convergenceThreshold | number |
convergenceInfo.finalImprovement | number |
convergenceInfo.stagnationRounds | number |
earlyStopped | boolean |
earlyStopping? | object |
earlyStopping.bestScoreRound | number |
earlyStopping.patienceExhausted | boolean |
earlyStopping.reason | string |
estimatedTokenUsage | number |
evaluationBreakdown? | object |
evaluationBreakdown.crossValidationScores? | number[] |
evaluationBreakdown.standardDeviation? | number |
evaluationBreakdown.trainingScore | number |
evaluationBreakdown.validationScore | number |
resourceUsage | object |
resourceUsage.avgLatencyPerEval | number |
resourceUsage.costByModel | Record<string, number> |
resourceUsage.peakMemoryUsage? | number |
resourceUsage.totalTime | number |
resourceUsage.totalTokens | number |
successfulDemos | number |
totalCalls | number |