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

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 …]

gcloudbetaaitensorboard-time-seriescreatemy-tensorboard-run--tensorboard-experiment-id=my-tensorboard-experiment--tensorboard-id=12345--display-name="my tensorboard time series"--type=SCALAR

gcloudbetaaitensorboard-time-seriescreatemy-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 Tensorboard12345,Tensorboard Experimentmy-tensorboard-experiment, Tensorboard Runmy-tensorboard-run, regionus-central1, and projectmy-project:

gcloudbetaaitensorboard-time-seriescreateprojects/my-project/locations/us-central1/tensorboards/12345/experiments/my-tensorboard-experiment/runs/my-tensorboard-run--display-name="my tensorboard time series"--type=SCALAR

Tensorboard run resource - The Tensorboard run to create a Tensorboard timeseries. The arguments in this group can be used to specify the attributes ofthis resource. (NOTE) Some attributes are not given arguments in this group butcan be set in other ways.

To set theproject attribute:

• provide the argumenttensorboard_run on the command line with afully specified name;
• provide the argument--project on the command line;
• set the propertycore/project.

This must be specified.

TENSORBOARD_RUN

ID of the tensorboard_run or fully qualified identifier for the tensorboard_run.

To set thename attribute:

• provide the argumenttensorboard_run on the command line.

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

--region=REGION

Cloud region for the tensorboard_run.

To set theregion attribute:

• provide the argumenttensorboard_run on the command line with afully specified name;
• provide the argument--region on the command line;
• set the propertyai/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 thetensorboard-experiment-id attribute:

• provide the argumenttensorboard_run on the command line with afully specified name;
• provide the argument--tensorboard-experiment-id on the commandline.

--tensorboard-id=TENSORBOARD_ID

ID of the tensorboard for the tensorboard_run.

To set thetensorboard-id attribute:

• provide the argumenttensorboard_run on the command line with afully specified name;
• provide the argument--tensorboard-id on the command line.

--display-name=DISPLAY_NAME

Display name of the tensorboard-time-series.

--type=TYPE

Value type of the tensorboard-time-series.TYPE must beone of:

blob-sequence

Used for tensorboard-time-series that is a list of blob sequences. E.g. set ofsample images with labels over epochs/time.

scalar

Used for tensorboard-time-series that is a list of scalars. E.g. accuracy of amodel over epochs/time.

tensor

Used for tensorboard-time-series that is a list of tensors. E.g. histograms ofweights of layer in a model over epoch/time.

--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.

Run$gcloud help for details.