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 ...]
To stream logs of a hyperparameter tuning job, run:
$ gcloud beta ai hp-tuning-jobs stream-logs stream-logs HP_TUNING_JOB
- 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.
These flags are available to all commands: --access-token-file, --account, --billing-project, --configuration, --flags-file, --flatten, --format, --help, --impersonate-service-account, --log-http, --project, --quiet, --trace-token, --user-output-enabled, --verbosity.
Run $ gcloud help for details.
This command is currently in beta and might change without notice. These variants are also available:
$ gcloud ai hp-tuning-jobs stream-logs
$ gcloud alpha ai hp-tuning-jobs stream-logs