TimeSeriesDataPoint

A TensorboardTimeSeries data point.

Fields
wallTime string (Timestamp format)

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

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".

step string (int64 format)

Step index of this data point within the run.

value Union type
Value of this time series data point. The following is a list of mutually exclusive fields. At most one of the fields will be set in a response:
scalar object (Scalar)

A scalar value.

tensor object (TensorboardTensor)

A tensor value.

blobs object (TensorboardBlobSequence)

A blob sequence value.

End of mutually exclusive fields.
JSON representation 
{
  "wallTime": string,
  "step": string,

  // value
  "scalar": {
    object (Scalar)
  },
  "tensor": {
    object (TensorboardTensor)
  },
  "blobs": {
    object (TensorboardBlobSequence)
  }
  // Union type
}

Scalar

One point viewable on a scalar metric plot.

Fields
value number

value of the point at this step / timestamp.

JSON representation 
{
  "value": number
}

TensorboardTensor

One point viewable on a tensor metric plot.

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.

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

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.

Fields
values[] object (TensorboardBlob)

List of blobs contained within the sequence.

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