Google Cloud Ai Platform V1 Client - Class ValueType (0.20.0)

Version 0.20.0

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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class ValueType.

An enum representing the value type of a TensorboardTimeSeries.

Protobuf type google.cloud.aiplatform.v1.TensorboardTimeSeries.ValueType

Namespace

Google \ Cloud \ AIPlatform \ V1 \ TensorboardTimeSeries

Methods

static::name

Parameter
Name	Description
value	mixed

static::value

Parameter
Name	Description
name	mixed

Constants

VALUE_TYPE_UNSPECIFIED

Value: 0

The value type is unspecified.

Generated from protobuf enum VALUE_TYPE_UNSPECIFIED = 0;

SCALAR

Value: 1

Used for TensorboardTimeSeries that is a list of scalars.

E.g. accuracy of a model over epochs/time.

Generated from protobuf enum SCALAR = 1;

TENSOR

Value: 2

Used for TensorboardTimeSeries that is a list of tensors.

E.g. histograms of weights of layer in a model over epoch/time.

Generated from protobuf enum TENSOR = 2;

BLOB_SEQUENCE

Value: 3

Used for TensorboardTimeSeries that is a list of blob sequences.

E.g. set of sample images with labels over epochs/time.

Generated from protobuf enum BLOB_SEQUENCE = 3;