GoogleCloudMlV1__HyperparameterOutput

import type { GoogleCloudMlV1__HyperparameterOutput } from "https://googleapis.deno.dev/v1/ml:v1.ts";

Represents the result of a single hyperparameter tuning trial from a training job. The TrainingOutput object that is returned on successful completion of a training job with hyperparameter tuning includes a list of HyperparameterOutput objects, one for each successful trial.

interface GoogleCloudMlV1__HyperparameterOutput {

allMetrics?: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric[];

builtInAlgorithmOutput?: GoogleCloudMlV1__BuiltInAlgorithmOutput;

endTime?: Date;

finalMetric?: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric;

hyperparameters?: {

[key: string]: string;

};

isTrialStoppedEarly?: boolean;

startTime?: Date;

state?:

| "STATE_UNSPECIFIED"

| "QUEUED"

| "PREPARING"

| "RUNNING"

| "SUCCEEDED"

| "FAILED"

| "CANCELLING"

| "CANCELLED";

trialId?: string;

webAccessUris?: {

[key: string]: string;

};

}

§Properties

allMetrics?: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric[]

[src]

All recorded object metrics for this trial. This field is not currently populated.

builtInAlgorithmOutput?: GoogleCloudMlV1__BuiltInAlgorithmOutput

[src]

Details related to built-in algorithms jobs. Only set for trials of built-in algorithms jobs that have succeeded.

endTime?: Date

[src]

Output only. End time for the trial.

finalMetric?: GoogleCloudMlV1_HyperparameterOutput_HyperparameterMetric

[src]

The final objective metric seen for this trial.

hyperparameters?: {

[key: string]: string;

}

[src]

The hyperparameters given to this trial.

isTrialStoppedEarly?: boolean

[src]

True if the trial is stopped early.

startTime?: Date

[src]

Output only. Start time for the trial.

[src]

Output only. The detailed state of the trial.

trialId?: string

[src]

The trial id for these results.

webAccessUris?: {

[key: string]: string;

}

[src]

URIs for accessing interactive shells (one URI for each training node). Only available if this trial is part of a hyperparameter tuning job and the job's training_input.enable_web_access is true. The keys are names of each node in the training job; for example, master-replica-0 for the master node, worker-replica-0 for the first worker, and ps-replica-0 for the first parameter server. The values are the URIs for each node's interactive shell.