GoogleCloudMlV1__TrainingOutput

import type { GoogleCloudMlV1__TrainingOutput } from "https://googleapis.deno.dev/v1/ml:v1.ts";

Represents results of a training job. Output only.

interface GoogleCloudMlV1__TrainingOutput {

builtInAlgorithmOutput?: GoogleCloudMlV1__BuiltInAlgorithmOutput;

completedTrialCount?: bigint;

consumedMLUnits?: number;

hyperparameterMetricTag?: string;

isBuiltInAlgorithmJob?: boolean;

isHyperparameterTuningJob?: boolean;

trials?: GoogleCloudMlV1__HyperparameterOutput[];

readonly webAccessUris?: {

[key: string]: string;

};

}

§Properties

builtInAlgorithmOutput?: GoogleCloudMlV1__BuiltInAlgorithmOutput

[src]

Details related to built-in algorithms jobs. Only set for built-in algorithms jobs.

completedTrialCount?: bigint

[src]

The number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter tuning jobs.

consumedMLUnits?: number

[src]

The amount of ML units consumed by the job.

hyperparameterMetricTag?: string

[src]

The TensorFlow summary tag name used for optimizing hyperparameter tuning trials. See HyperparameterSpec.hyperparameterMetricTag for more information. Only set for hyperparameter tuning jobs.

isBuiltInAlgorithmJob?: boolean

[src]

Whether this job is a built-in Algorithm job.

isHyperparameterTuningJob?: boolean

[src]

Whether this job is a hyperparameter tuning job.

trials?: GoogleCloudMlV1__HyperparameterOutput[]

[src]

Results for individual Hyperparameter trials. Only set for hyperparameter tuning jobs.

readonly webAccessUris?: {

[key: string]: string;

}

[src]

Output only. URIs for accessing interactive shells (one URI for each training node). Only available if 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.