XPSTablesTrainingOperationMetadata

import type { XPSTablesTrainingOperationMetadata } from "https://googleapis.deno.dev/v1/language:v2.ts";

interface XPSTablesTrainingOperationMetadata {

createModelStage?:

| "CREATE_MODEL_STAGE_UNSPECIFIED"

| "DATA_PREPROCESSING"

| "TRAINING"

| "EVALUATING"

| "MODEL_POST_PROCESSING";

optimizationObjective?: string;

topTrials?: XPSTuningTrial[];

trainBudgetMilliNodeHours?: bigint;

trainingObjectivePoints?: XPSTrainingObjectivePoint[];

trainingStartTime?: Date;

}

§Properties

createModelStage?: "CREATE_MODEL_STAGE_UNSPECIFIED" | "DATA_PREPROCESSING" | "TRAINING" | "EVALUATING" | "MODEL_POST_PROCESSING"

[src]

Current stage of creating model.

optimizationObjective?: string

[src]

The optimization objective for model.

topTrials?: XPSTuningTrial[]

[src]

This field is for training. When the operation is terminated successfully, AutoML Backend post this field to operation metadata in spanner. If the metadata has no trials returned, the training operation is supposed to be a failure.

trainBudgetMilliNodeHours?: bigint

[src]

Creating model budget.

trainingObjectivePoints?: XPSTrainingObjectivePoint[]

[src]

This field records the training objective value with respect to time, giving insight into how the model architecture search is performing as training time elapses.

trainingStartTime?: Date

[src]

Timestamp when training process starts.