Vertex AI Custom Job

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Vertex AI Custom Job is a managed Google Cloud resource that allows users to run custom machine learning training or batch processing tasks on Google Cloud infrastructure. It provides flexibility to specify custom containers, machine types, accelerators, and distributed training configurations. This resource integrates with Vertex AI for experiment tracking, model management, and deployment workflows, enabling scalable and reproducible ML workloads.

gcp.aiplatform_custom_job

Fields

ID	Type	Data Type	Description
_key	core	string
ancestors	core	array<string>
create_time	core	timestamp	Output only. Time when the CustomJob was created.
datadog_display_name	core	string
encryption_spec	core	json	Customer-managed encryption key options for a CustomJob. If this is set, then all resources created by the CustomJob will be encrypted with the provided encryption key.
end_time	core	timestamp	Output only. Time when the CustomJob entered any of the following states: `JOB_STATE_SUCCEEDED`, `JOB_STATE_FAILED`, `JOB_STATE_CANCELLED`.
error	core	json	Output only. Only populated when job's state is `JOB_STATE_FAILED` or `JOB_STATE_CANCELLED`.
gcp_display_name	core	string	Required. The display name of the CustomJob. The name can be up to 128 characters long and can consist of any UTF-8 characters.
job_spec	core	json	Required. Job spec.
labels	core	array<string>	The labels with user-defined metadata to organize CustomJobs. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels.
name	core	string	Output only. Resource name of a CustomJob.
organization_id	core	string
parent	core	string
project_id	core	string
project_number	core	string
region_id	core	string
resource_name	core	string
satisfies_pzi	core	bool	Output only. Reserved for future use.
satisfies_pzs	core	bool	Output only. Reserved for future use.
start_time	core	timestamp	Output only. Time when the CustomJob for the first time entered the `JOB_STATE_RUNNING` state.
state	core	string	Output only. The detailed state of the job.
tags	core	hstore_csv
update_time	core	timestamp	Output only. Time when the CustomJob was most recently updated.
zone_id	core	string