Resource: TensorboardTimeSeries
TensorboardTimeSeries maps to times series produced in training runs
JSON representation |
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{ "name": string, "displayName": string, "description": string, "valueType": enum ( |
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name |
Output only. name of the TensorboardTimeSeries. |
displayName |
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 |
description of this TensorboardTimeSeries. |
valueType |
Required. Immutable. type of TensorboardTimeSeries value. |
createTime |
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: |
updateTime |
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: |
etag |
Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens. |
pluginName |
Immutable. name of the plugin this time series pertain to. Such as Scalar, Tensor, blob |
pluginData |
data of the current plugin, with the size limited to 65KB. A base64-encoded string. |
metadata |
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.
JSON representation |
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{ "maxStep": string, "maxWallTime": string, "maxBlobSequenceLength": string } |
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maxStep |
Output only. Max step index of all data points within a TensorboardTimeSeries. |
maxWallTime |
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: |
maxBlobSequenceLength |
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 |
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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. |