gcloud beta ai hp-tuning-jobs stream-logs

gcloud beta ai hp-tuning-jobs stream-logs - stream logs from a running Vertex AI hyperparameter tuning job

gcloud beta ai hp-tuning-jobs stream-logs (HPTUNING_JOB : --region=REGION) [--allow-multiline-logs] [--polling-interval=POLLING_INTERVAL; default=60] [--task-name=TASK_NAME] [GCLOUD_WIDE_FLAG …]

Hyperparameter tuning job resource - The hyperparameter tuning job to fetch stream log. The arguments in this group can be used to specify the attributes of this resource. (NOTE) Some attributes are not given arguments in this group but can be set in other ways.

To set the project attribute:

• provide the argument hptuning_job on the command line with a fully specified name;
• provide the argument --project on the command line;
• set the property core/project.

This must be specified.

HPTUNING_JOB

ID of the hyperparameter tuning job or fully qualified identifier for the hyperparameter tuning job.

To set the name attribute:

• provide the argument hptuning_job on the command line.

This positional argument must be specified if any of the other arguments in this group are specified.

--region=REGION

Cloud region for the hyperparameter tuning job.

To set the region attribute:

• provide the argument hptuning_job on the command line with a fully specified name;
• provide the argument --region on the command line;
• set the property ai/region;
• choose one from the prompted list of available regions.

--allow-multiline-logs

Output multiline log messages as single records.

--polling-interval=POLLING_INTERVAL; default=60

Number of seconds to wait between efforts to fetch the latest log messages.

--task-name=TASK_NAME

If set, display only the logs for this particular task.

Run $ gcloud help for details.