Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class 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.
Generated from protobuf message google.cloud.aiplatform.v1.Tensorboard
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ name |
string
Output only. Name of the Tensorboard. Format: |
↳ display_name |
string
Required. User provided name of this Tensorboard. |
↳ description |
string
Description of this Tensorboard. |
↳ encryption_spec |
Google\Cloud\AIPlatform\V1\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. |
↳ blob_storage_path_prefix |
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 '/'. |
↳ run_count |
int
Output only. The number of Runs stored in this Tensorboard. |
↳ create_time |
Google\Protobuf\Timestamp
Output only. Timestamp when this Tensorboard was created. |
↳ update_time |
Google\Protobuf\Timestamp
Output only. Timestamp when this Tensorboard was last updated. |
↳ labels |
array|Google\Protobuf\Internal\MapField
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. |
↳ is_default |
bool
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. |
getName
Output only. Name of the Tensorboard.
Format:
projects/{project}/locations/{location}/tensorboards/{tensorboard}
| Returns | |
|---|---|
| Type | Description |
string | |
setName
Output only. Name of the Tensorboard.
Format:
projects/{project}/locations/{location}/tensorboards/{tensorboard}
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDisplayName
Required. User provided name of this Tensorboard.
| Returns | |
|---|---|
| Type | Description |
string | |
setDisplayName
Required. User provided name of this Tensorboard.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getDescription
Description of this Tensorboard.
| Returns | |
|---|---|
| Type | Description |
string | |
setDescription
Description of this Tensorboard.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getEncryptionSpec
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.
| Returns | |
|---|---|
| Type | Description |
Google\Cloud\AIPlatform\V1\EncryptionSpec|null | |
hasEncryptionSpec
clearEncryptionSpec
setEncryptionSpec
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.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Cloud\AIPlatform\V1\EncryptionSpec
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getBlobStoragePathPrefix
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 '/'.
| Returns | |
|---|---|
| Type | Description |
string | |
setBlobStoragePathPrefix
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 '/'.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getRunCount
Output only. The number of Runs stored in this Tensorboard.
| Returns | |
|---|---|
| Type | Description |
int | |
setRunCount
Output only. The number of Runs stored in this Tensorboard.
| Parameter | |
|---|---|
| Name | Description |
var |
int
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getCreateTime
Output only. Timestamp when this Tensorboard was created.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Timestamp|null | |
hasCreateTime
clearCreateTime
setCreateTime
Output only. Timestamp when this Tensorboard was created.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Protobuf\Timestamp
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getUpdateTime
Output only. Timestamp when this Tensorboard was last updated.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Timestamp|null | |
hasUpdateTime
clearUpdateTime
setUpdateTime
Output only. Timestamp when this Tensorboard was last updated.
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Protobuf\Timestamp
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getLabels
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.
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\Internal\MapField | |
setLabels
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.
| Parameter | |
|---|---|
| Name | Description |
var |
array|Google\Protobuf\Internal\MapField
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getEtag
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
| Returns | |
|---|---|
| Type | Description |
string | |
setEtag
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
| Parameter | |
|---|---|
| Name | Description |
var |
string
|
| Returns | |
|---|---|
| Type | Description |
$this | |
getIsDefault
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.
| Returns | |
|---|---|
| Type | Description |
bool | |
setIsDefault
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.
| Parameter | |
|---|---|
| Name | Description |
var |
bool
|
| Returns | |
|---|---|
| Type | Description |
$this | |