cloudml_deploy {cloudml}

Deploy SavedModel to CloudML

Description

Deploys a SavedModel to CloudML model for online predictions.

Usage

cloudml_deploy(export_dir_base, name, version = paste0(name, "_1"),
  region = NULL, config = NULL)

Arguments

export_dir_base

A string containing a directory containing an exported SavedModels. Consider using tensorflow::export_savedmodel() to export this SavedModel.

name

The name for this model (required)

version

The version for this model. Versions start with a letter and contain only letters, numbers and underscores. Defaults to name_1

region

The region to be used to deploy this model.

config

A list, YAML or JSON configuration file as described https://cloud.google.com/ml-engine/reference/rest/v1/projects.jobs.

See Also

cloudml_predict()

Other CloudML functions: cloudml_predict, cloudml_train