AxOptimizerArgs
type AxOptimizerArgs = object;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L103
Properties
acquisitionFunction?
optional acquisitionFunction:
| "expected_improvement"
| "upper_confidence_bound"
| "probability_improvement";
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L130
bayesianOptimization?
optional bayesianOptimization: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L129
checkpointInterval?
optional checkpointInterval: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L152
checkpointLoad?
optional checkpointLoad: AxCheckpointLoadFn;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L151
checkpointSave?
optional checkpointSave: AxCheckpointSaveFn;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L150
costTracker?
optional costTracker: AxCostTracker;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L147
dataAwareProposer?
optional dataAwareProposer: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L123
debugOptimizer?
optional debugOptimizer: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L163
earlyStoppingTrials?
optional earlyStoppingTrials: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L127
examples
examples: readonly AxExample[];
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L106
explorationWeight?
optional explorationWeight: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L134
fewshotAwareProposer?
optional fewshotAwareProposer: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L126
initTemperature?
optional initTemperature: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L115
logger?
optional logger: AxLoggerFunction;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L156
maxBootstrappedDemos?
optional maxBootstrappedDemos: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L116
maxLabeledDemos?
optional maxLabeledDemos: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L117
minibatch?
optional minibatch: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L119
minibatchFullEvalSteps?
optional minibatchFullEvalSteps: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L121
minibatchSize?
optional minibatchSize: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L120
minImprovementThreshold?
optional minImprovementThreshold: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L128
minSuccessRate?
optional minSuccessRate: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L141
numCandidates?
optional numCandidates: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L114
numTrials?
optional numTrials: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L118
onEarlyStop()?
optional onEarlyStop: (reason: string, stats: Readonly<AxOptimizationStats>) => void;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L146
Parameters
Parameter | Type |
---|---|
reason | string |
stats | Readonly <AxOptimizationStats > |
Returns
void
onProgress()?
optional onProgress: (progress: Readonly<AxOptimizationProgress>) => void;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L145
Parameters
Parameter | Type |
---|---|
progress | Readonly <AxOptimizationProgress > |
Returns
void
optimizerEndpoint?
optional optimizerEndpoint: string;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L109
optimizerLogger?
optional optimizerLogger: AxOptimizerLoggerFunction;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L164
optimizerRetries?
optional optimizerRetries: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L111
optimizerTimeout?
optional optimizerTimeout: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L110
programAwareProposer?
optional programAwareProposer: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L122
resumeFromCheckpoint?
optional resumeFromCheckpoint: string;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L153
sampleCount?
optional sampleCount: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L135
seed?
optional seed: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L160
studentAI
studentAI: AxAIService;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L104
targetScore?
optional targetScore: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L142
teacherAI?
optional teacherAI: AxAIService;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L105
tipAwareProposer?
optional tipAwareProposer: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L125
validationSet?
optional validationSet: readonly AxExample[];
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L138
verbose?
optional verbose: boolean;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L157
viewDataBatchSize?
optional viewDataBatchSize: number;
Defined in: https://github.com/ax-llm/ax/blob/9a5a7060a48f9eef46efc680b0cdf6b42bff5df2/src/ax/dsp/optimizer.ts#L124