AxOptimizerArgs

TypeScript

type AxOptimizerArgs = object;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L116

Properties

checkpointInterval?

TypeScript

optional checkpointInterval: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L143

checkpointLoad?

TypeScript

optional checkpointLoad: AxCheckpointLoadFn;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L142

checkpointSave?

TypeScript

optional checkpointSave: AxCheckpointSaveFn;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L141

costTracker?

TypeScript

optional costTracker: AxCostTracker;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L140

dataAwareProposer?

TypeScript

optional dataAwareProposer: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L126

debugOptimizer?

TypeScript

optional debugOptimizer: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L148

earlyStoppingTrials?

TypeScript

optional earlyStoppingTrials: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L130

fewshotAwareProposer?

TypeScript

optional fewshotAwareProposer: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L129

initTemperature?

TypeScript

optional initTemperature: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L120

logger?

TypeScript

optional logger: AxLoggerFunction;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L145

minibatch?

TypeScript

optional minibatch: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L122

minibatchFullEvalSteps?

TypeScript

optional minibatchFullEvalSteps: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L124

minibatchSize?

TypeScript

optional minibatchSize: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L123

minImprovementThreshold?

TypeScript

optional minImprovementThreshold: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L131

minSuccessRate?

TypeScript

optional minSuccessRate: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L136

numCandidates?

TypeScript

optional numCandidates: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L119

numTrials?

TypeScript

optional numTrials: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L121

onEarlyStop()?

TypeScript

optional onEarlyStop: (reason: string, stats: Readonly<AxOptimizationStats>) => void;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L139

Parameters

Parameter	Type
`reason`	`string`
`stats`	`Readonly`<`AxOptimizationStats`>

Returns

void

onProgress()?

TypeScript

optional onProgress: (progress: Readonly<AxOptimizationProgress>) => void;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L138

Parameters

Parameter	Type
`progress`	`Readonly`<`AxOptimizationProgress`>

Returns

void

optimizerLogger()?

TypeScript

optional optimizerLogger: (data: AxOptimizerLoggerData) => void;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L149

Parameters

Parameter	Type
`data`	`AxOptimizerLoggerData`

Returns

void

optimizeTopP?

TypeScript

optional optimizeTopP: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L135

programAwareProposer?

TypeScript

optional programAwareProposer: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L125

resultPicker?

TypeScript

optional resultPicker: AxResultPickerFunction<any>;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L134

resumeFromCheckpoint?

TypeScript

optional resumeFromCheckpoint: string;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L144

sampleCount?

TypeScript

optional sampleCount: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L132

seed?

TypeScript

optional seed: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L147

studentAI

TypeScript

studentAI: AxAIService;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L117

targetScore?

TypeScript

optional targetScore: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L137

teacherAI?

TypeScript

optional teacherAI: AxAIService;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L118

tipAwareProposer?

TypeScript

optional tipAwareProposer: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L128

verbose?

TypeScript

optional verbose: boolean;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L146

viewDataBatchSize?

TypeScript

optional viewDataBatchSize: number;

Defined in: https://github.com/ax-llm/ax/blob/5b28f9093bb70863b59459bb6df5062d005bce41/src/ax/dsp/common_types.ts#L127