Resource: TensorboardTimeSeries
TensorboardTimeSeries maps to times series produced in training runs
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.
Required. Immutable. type of TensorboardTimeSeries value.
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"
.
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
data of the current plugin, with the size limited to 65KB.
A base64-encoded string.
Output only. Scalar, Tensor, or blob metadata for this TensorboardTimeSeries.
ValueType
An enum representing the value type of a TensorboardTimeSeries.
Enums | |
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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.
Output only. Max step index of all data points within a TensorboardTimeSeries.
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"
.
Output only. The largest blob sequence length (number of blobs) of all data points in this time series, if its ValueType is BLOB_SEQUENCE.
JSON representation |
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{ "maxStep": string, "maxWallTime": string, "maxBlobSequenceLength": string } |
Methods |
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Creates a TensorboardTimeSeries. |
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Deletes a TensorboardTimeSeries. |
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Exports a TensorboardTimeSeries' data. |
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Gets a TensorboardTimeSeries. |
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Lists TensorboardTimeSeries in a Location. |
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Updates a TensorboardTimeSeries. |
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Reads a TensorboardTimeSeries' data. |
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Gets bytes of TensorboardBlobs. |