gcloud-help/gcloud/beta/ai/tensorboard-time-series/create

NAME
    gcloud beta ai tensorboard-time-series create - create a new Vertex AI
        Tensorboard time series

SYNOPSIS
    gcloud beta ai tensorboard-time-series create
        (TENSORBOARD_RUN : --region=REGION
          --tensorboard-experiment-id=TENSORBOARD_EXPERIMENT_ID
          --tensorboard-id=TENSORBOARD_ID) --display-name=DISPLAY_NAME
        --type=TYPE [--description=DESCRIPTION] [--plugin-data=PLUGIN_DATA]
        [--plugin-name=PLUGIN_NAME] [GCLOUD_WIDE_FLAG ...]

DESCRIPTION
    (BETA) Create a new Vertex AI Tensorboard time series.

EXAMPLES
    To create a Tensorboard Time Series in Tensorboard 12345, Tensorboard
    Experiment my-tensorboard-experiment, and in Tensorboard Run
    my-tensorboard-run, with the display name my tensorboard time series and
    type Scalar:

        $ gcloud beta ai tensorboard-time-series create my-tensorboard-run \
          --tensorboard-experiment-id=my-tensorboard-experiment \
          --tensorboard-id=12345 \
          --display-name="my tensorboard time series" --type=SCALAR

    You may also provide a description:

        $ gcloud beta ai tensorboard-time-series create my-tensorboard-run \
          --tensorboard-experiment-id=my-tensorboard-experiment \
          --tensorboard-id=12345 \
          --display-name="my tensorboard time series" --type=SCALAR \
          --description="my description"

    To create a Tensorboard Time Series in Tensorboard 12345, Tensorboard
    Experiment my-tensorboard-experiment, Tensorboard Run my-tensorboard-run,
    region us-central1, and project my-project:

        $ gcloud beta ai tensorboard-time-series create \
          projects/my-project/locations/us-central1/tensorboards/12345/\
        experiments/my-tensorboard-experiment/runs/my-tensorboard-run \
            --display-name="my tensorboard time series" --type=SCALAR

POSITIONAL ARGUMENTS
     Tensorboard run resource - The Tensorboard run to create a Tensorboard
     time series. 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 tensorboard_run 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.

       TENSORBOARD_RUN
          ID of the tensorboard_run or fully qualified identifier for the
          tensorboard_run. To set the name attribute:
          ▸ provide the argument tensorboard_run 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 tensorboard_run. To set the region attribute:
          ▸ provide the argument tensorboard_run 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.

       --tensorboard-experiment-id=TENSORBOARD_EXPERIMENT_ID
          ID of the tensorboard experiment for the tensorboard_run. To set the
          tensorboard-experiment-id attribute:
          ▸ provide the argument tensorboard_run on the command line with a
            fully specified name;
          ▸ provide the argument --tensorboard-experiment-id on the command
            line.

       --tensorboard-id=TENSORBOARD_ID
          ID of the tensorboard for the tensorboard_run. To set the
          tensorboard-id attribute:
          ▸ provide the argument tensorboard_run on the command line with a
            fully specified name;
          ▸ provide the argument --tensorboard-id on the command line.

REQUIRED FLAGS
     --display-name=DISPLAY_NAME
        Display name of the tensorboard-time-series.

     --type=TYPE
        Value type of the tensorboard-time-series. TYPE must be one of:

         blob-sequence
            Used for tensorboard-time-series that is a list of blob sequences.
            E.g. set of sample images with labels over epochs/time.
         scalar
            Used for tensorboard-time-series that is a list of scalars. E.g.
            accuracy of a model over epochs/time.
         tensor
            Used for tensorboard-time-series that is a list of tensors. E.g.
            histograms of weights of layer in a model over epoch/time.

OPTIONAL FLAGS
     --description=DESCRIPTION
        Description of the tensorboard-time-series.

     --plugin-data=PLUGIN_DATA
        Plugin data of the tensorboard-time-series.

     --plugin-name=PLUGIN_NAME
        Plugin name of the tensorboard-time-series.

GCLOUD WIDE FLAGS
    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.

NOTES
    This command is currently in beta and might change without notice. This
    variant is also available:

        $ gcloud alpha ai tensorboard-time-series create