XPSImageClassificationTrainResponse

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

interface XPSImageClassificationTrainResponse {

classCount?: bigint;

exportModelSpec?: XPSImageExportModelSpec;

modelArtifactSpec?: XPSImageModelArtifactSpec;

modelServingSpec?: XPSImageModelServingSpec;

stopReason?:

| "TRAIN_STOP_REASON_UNSPECIFIED"

| "TRAIN_STOP_REASON_BUDGET_REACHED"

| "TRAIN_STOP_REASON_MODEL_CONVERGED"

| "TRAIN_STOP_REASON_MODEL_EARLY_STOPPED";

trainCostInNodeTime?: number;

trainCostNodeSeconds?: bigint;

}

§Properties

classCount?: bigint

[src]

Total number of classes.

exportModelSpec?: XPSImageExportModelSpec

[src]

Information of downloadable models that are pre-generated as part of training flow and will be persisted in AutoMl backend. Populated for AutoMl requests.

modelArtifactSpec?: XPSImageModelArtifactSpec

[src]

The fields below are only populated under uCAIP request scope.

modelServingSpec?: XPSImageModelServingSpec

[src]

stopReason?: "TRAIN_STOP_REASON_UNSPECIFIED" | "TRAIN_STOP_REASON_BUDGET_REACHED" | "TRAIN_STOP_REASON_MODEL_CONVERGED" | "TRAIN_STOP_REASON_MODEL_EARLY_STOPPED"

[src]

Stop reason for training job, e.g. 'TRAIN_BUDGET_REACHED', 'MODEL_CONVERGED', 'MODEL_EARLY_STOPPED'.

trainCostInNodeTime?: number

[src]

The actual cost to create this model. - For edge type model, the cost is expressed in node hour. - For cloud type model,the cost is expressed in compute hour. - Populated for models created before GA. To be deprecated after GA.

trainCostNodeSeconds?: bigint

[src]

The actual training cost, expressed in node seconds. Populated for models trained in node time.