REST Resource: projects.locations.tensorboards

Resource: Tensorboard

Tensorboard is a physical database that stores users' training metrics. A default Tensorboard is provided in each region of a Google Cloud project. If needed users can also create extra Tensorboards in their projects.

Fields
name string

Output only. name of the Tensorboard. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

displayName string

Required. user provided name of this Tensorboard.

description string

description of this Tensorboard.

encryptionSpec object (EncryptionSpec)

Customer-managed encryption key spec for a Tensorboard. If set, this Tensorboard and all sub-resources of this Tensorboard will be secured by this key.

blobStoragePathPrefix string

Output only. Consumer project Cloud Storage path prefix used to store blob data, which can either be a bucket or directory. Does not end with a '/'.

runCount integer

Output only. The number of Runs stored in this Tensorboard.

createTime string (Timestamp format)

Output only. timestamp when this Tensorboard was created.

Uses RFC 3339, where generated output will always be Z-normalized and use 0, 3, 6 or 9 fractional digits. Offsets other than "Z" are also accepted. Examples: "2014-10-02T15:01:23Z", "2014-10-02T15:01:23.045123456Z" or "2014-10-02T15:01:23+05:30".

updateTime string (Timestamp format)

Output only. timestamp when this Tensorboard was last updated.

Uses RFC 3339, where generated output will always be Z-normalized and use 0, 3, 6 or 9 fractional digits. Offsets other than "Z" are also accepted. Examples: "2014-10-02T15:01:23Z", "2014-10-02T15:01:23.045123456Z" or "2014-10-02T15:01:23+05:30".

labels map (key: string, value: string)

The labels with user-defined metadata to organize your Tensorboards.

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. No more than 64 user labels can be associated with one Tensorboard (System labels are excluded).

See https://goo.gl/xmQnxf for more information and examples of labels. System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

etag string

Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

isDefault boolean

Used to indicate if the TensorBoard instance is the default one. Each project & region can have at most one default TensorBoard instance. Creation of a default TensorBoard instance and updating an existing TensorBoard instance to be default will mark all other TensorBoard instances (if any) as non default.

satisfiesPzs boolean

Output only. reserved for future use.

satisfiesPzi boolean

Output only. reserved for future use.

JSON representation 
{
  "name": string,
  "displayName": string,
  "description": string,
  "encryptionSpec": {
    object (EncryptionSpec)
  },
  "blobStoragePathPrefix": string,
  "runCount": integer,
  "createTime": string,
  "updateTime": string,
  "labels": {
    string: string,
    ...
  },
  "etag": string,
  "isDefault": boolean,
  "satisfiesPzs": boolean,
  "satisfiesPzi": boolean
}

Methods

batchRead

 Reads multiple TensorboardTimeSeries' data.

create

 Creates a Tensorboard.

delete

 Deletes a Tensorboard.

get

 Gets a Tensorboard.

list

 Lists Tensorboards in a Location.

patch

 Updates a Tensorboard.

readSize

 Returns the storage size for a given TensorBoard instance.

readUsage

 Returns a list of monthly active users for a given TensorBoard instance.