Class AutoMlImageObjectDetectionInputs

public sealed class AutoMlImageObjectDetectionInputs : IMessage<AutoMlImageObjectDetectionInputs>, IEquatable<AutoMlImageObjectDetectionInputs>, IDeepCloneable<AutoMlImageObjectDetectionInputs>, IBufferMessage, IMessage

Inheritance

Object > AutoMlImageObjectDetectionInputs

Namespace

Google.Cloud.AIPlatform.V1.Schema.TrainingJob.Definition

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

AutoMlImageObjectDetectionInputs()

public AutoMlImageObjectDetectionInputs()

AutoMlImageObjectDetectionInputs(AutoMlImageObjectDetectionInputs)

public AutoMlImageObjectDetectionInputs(AutoMlImageObjectDetectionInputs other)
Parameter
NameDescription
otherAutoMlImageObjectDetectionInputs

Properties

BudgetMilliNodeHours

public long BudgetMilliNodeHours { get; set; }

The training budget of creating this model, expressed in milli node hours i.e. 1,000 value in this field means 1 node hour. The actual metadata.costMilliNodeHours will be equal or less than this value. If further model training ceases to provide any improvements, it will stop without using the full budget and the metadata.successfulStopReason will be model-converged. Note, node_hour = actual_hour * number_of_nodes_involved. For modelType cloud(default), the budget must be between 20,000 and 900,000 milli node hours, inclusive. The default value is 216,000 which represents one day in wall time, considering 9 nodes are used. For model types mobile-tf-low-latency-1, mobile-tf-versatile-1, mobile-tf-high-accuracy-1 the training budget must be between 1,000 and 100,000 milli node hours, inclusive. The default value is 24,000 which represents one day in wall time on a single node that is used.

Property Value
TypeDescription
Int64

DisableEarlyStopping

public bool DisableEarlyStopping { get; set; }

Use the entire training budget. This disables the early stopping feature. When false the early stopping feature is enabled, which means that AutoML Image Object Detection might stop training before the entire training budget has been used.

Property Value
TypeDescription
Boolean

ModelType

public AutoMlImageObjectDetectionInputs.Types.ModelType ModelType { get; set; }
Property Value
TypeDescription
AutoMlImageObjectDetectionInputs.Types.ModelType