gcva_run_job: Executes an training job...

In justinjm/googleCloudVertexAIR: Google Cloud Vertex AI API Into R

Executes an training job https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.trainingPipelines/create

Description

Executes an training job https://cloud.google.com/vertex-ai/docs/reference/rest/v1/projects.locations.trainingPipelines/create

Usage

gcva_run_job(
  projectId = gcva_project_get(),
  locationId = gcva_region_get(),
  baseOutputDir = gcva_bucket_get(),
  job,
  dataset,
  targetColumn = NULL,
  trainingFractionSplit = 0.8,
  validationFractionSplit = 0.1,
  testFractionSplit = 0.1,
  modelDisplayName,
  disableEarlyStopping = FALSE,
  machineType = NULL,
  sync = TRUE
)

Arguments

projectId	GCP project id
locationId	location of GCP resources
job	a job object of: "gcva_automlTabularTrainingJob" OR TBD
dataset	a vertex ai dataset object with class "gcva_dataset"
targetColumn	STRING full column name of the model target
trainingFractionSplit	decimal, percentage of dataset to use for training model during training
validationFractionSplit	decimal, percentage of dataset to use for validating model during training
testFractionSplit	decimal, percentage of dataset to use for testing model during training
modelDisplayName	display name of the model
disableEarlyStopping	disable early stopping default FALSE
sync	If set to TRUE, the call will block while waiting for the asynchronous batch job to complete.

Value

trainingPipeline object

justinjm/googleCloudVertexAIR documentation built on April 17, 2025, 5:04 p.m.