Class TensorboardTimeSeries (1.39.0)

Version 1.39.0

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TensorboardTimeSeries(mapping=None, *, ignore_unknown_fields=False, **kwargs)

TensorboardTimeSeries maps to times series produced in training runs

Attributes
Name	Description
name	str Output only. Name of the TensorboardTimeSeries.
display_name	str 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	str Description of this TensorboardTimeSeries.
value_type	google.cloud.aiplatform_v1.types.TensorboardTimeSeries.ValueType Required. Immutable. Type of TensorboardTimeSeries value.
create_time	google.protobuf.timestamp_pb2.Timestamp Output only. Timestamp when this TensorboardTimeSeries was created.
update_time	google.protobuf.timestamp_pb2.Timestamp Output only. Timestamp when this TensorboardTimeSeries was last updated.
etag	str Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
plugin_name	str Immutable. Name of the plugin this time series pertain to. Such as Scalar, Tensor, Blob
plugin_data	bytes Data of the current plugin, with the size limited to 65KB.
metadata	google.cloud.aiplatform_v1.types.TensorboardTimeSeries.Metadata Output only. Scalar, Tensor, or Blob metadata for this TensorboardTimeSeries.

Classes

Metadata

Metadata(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Describes metadata for a TensorboardTimeSeries.

ValueType

ValueType(value)

An enum representing the value type of a TensorboardTimeSeries.

Values: VALUE_TYPE_UNSPECIFIED (0): The value type is unspecified. SCALAR (1): Used for TensorboardTimeSeries that is a list of scalars. E.g. accuracy of a model over epochs/time. TENSOR (2): Used for TensorboardTimeSeries that is a list of tensors. E.g. histograms of weights of layer in a model over epoch/time. BLOB_SEQUENCE (3): Used for TensorboardTimeSeries that is a list of blob sequences. E.g. set of sample images with labels over epochs/time.

Methods

TensorboardTimeSeries

TensorboardTimeSeries(mapping=None, *, ignore_unknown_fields=False, **kwargs)

TensorboardTimeSeries maps to times series produced in training runs