TimeSeriesDataPoint

A TensorboardTimeSeries data point.

JSON representation
{
  "wallTime": string,
  "step": string,

  // Union field value can be only one of the following:
  "scalar": {
    object (Scalar)
  },
  "tensor": {
    object (TensorboardTensor)
  },
  "blobs": {
    object (TensorboardBlobSequence)
  }
  // End of list of possible types for union field value.
}
Fields
wallTime

string (Timestamp format)

Wall clock timestamp when this data point is generated by the end user.

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".

step

string (int64 format)

Step index of this data point within the run.

Union field value. Value of this time series data point. value can be only one of the following:
scalar

object (Scalar)

A scalar value.

tensor

object (TensorboardTensor)

A tensor value.

blobs

object (TensorboardBlobSequence)

A blob sequence value.

Scalar

One point viewable on a scalar metric plot.

JSON representation
{
  "value": number
}
Fields
value

number

Value of the point at this step / timestamp.

TensorboardTensor

One point viewable on a tensor metric plot.

JSON representation
{
  "value": string,
  "versionNumber": integer
}
Fields
value

string (bytes format)

Required. Serialized form of https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/framework/tensor.proto

A base64-encoded string.

versionNumber

integer

Optional. Version number of TensorProto used to serialize value.

TensorboardBlobSequence

One point viewable on a blob metric plot, but mostly just a wrapper message to work around repeated fields can't be used directly within oneof fields.

JSON representation
{
  "values": [
    {
      object (TensorboardBlob)
    }
  ]
}
Fields
values[]

object (TensorboardBlob)

List of blobs contained within the sequence.