REST Resource: projects.locations.tensorboards.experiments.runs.timeSeries

Resource: TensorboardTimeSeries

TensorboardTimeSeries maps to times series produced in training runs

JSON representation
{
  "name": string,
  "displayName": string,
  "description": string,
  "valueType": enum (ValueType),
  "createTime": string,
  "updateTime": string,
  "etag": string,
  "pluginName": string,
  "pluginData": string,
  "metadata": {
    object (Metadata)
  }
}
Fields
name

string

Output only. Name of the TensorboardTimeSeries.

displayName

string

Required. User provided name of this TensorboardTimeSeries. This value should be unique among all TensorboardTimeSeries resources belonging to the same TensorboardRun resource (parent resource).

description

string

Description of this TensorboardTimeSeries.

valueType

enum (ValueType)

Required. Immutable. Type of TensorboardTimeSeries value.

createTime

string (Timestamp format)

Output only. Timestamp when this TensorboardTimeSeries was created.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

updateTime

string (Timestamp format)

Output only. Timestamp when this TensorboardTimeSeries was last updated.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

etag

string

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

pluginName

string

Immutable. Name of the plugin this time series pertain to. Such as Scalar, Tensor, Blob

pluginData

string (bytes format)

Data of the current plugin, with the size limited to 65KB.

A base64-encoded string.

metadata

object (Metadata)

Output only. Scalar, Tensor, or Blob metadata for this TensorboardTimeSeries.

ValueType

An enum representing the value type of a TensorboardTimeSeries.

Enums
VALUE_TYPE_UNSPECIFIED The value type is unspecified.
SCALAR Used for TensorboardTimeSeries that is a list of scalars. E.g. accuracy of a model over epochs/time.
TENSOR Used for TensorboardTimeSeries that is a list of tensors. E.g. histograms of weights of layer in a model over epoch/time.
BLOB_SEQUENCE Used for TensorboardTimeSeries that is a list of blob sequences. E.g. set of sample images with labels over epochs/time.

Metadata

Describes metadata for a TensorboardTimeSeries.

JSON representation
{
  "maxStep": string,
  "maxWallTime": string,
  "maxBlobSequenceLength": string
}
Fields
maxStep

string (int64 format)

Output only. Max step index of all data points within a TensorboardTimeSeries.

maxWallTime

string (Timestamp format)

Output only. Max wall clock timestamp of all data points within a TensorboardTimeSeries.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

maxBlobSequenceLength

string (int64 format)

Output only. The largest blob sequence length (number of blobs) of all data points in this time series, if its ValueType is BLOB_SEQUENCE.

Methods

batchCreate

Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.

create

Creates a TensorboardTimeSeries.

delete

Deletes a TensorboardTimeSeries.

exportTensorboardTimeSeries

Exports a TensorboardTimeSeries' data.

get

Gets a TensorboardTimeSeries.

list

Lists TensorboardTimeSeries in a Location.

patch

Updates a TensorboardTimeSeries.

read

Reads a TensorboardTimeSeries' data.

readBlobData

Gets bytes of TensorboardBlobs.