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ImageModelSettings.xml
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ImageModelSettings.xml
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<Type Name="ImageModelSettings" FullName="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings">
<TypeSignature Language="C#" Value="public class ImageModelSettings" />
<TypeSignature Language="ILAsm" Value=".class public auto ansi beforefieldinit ImageModelSettings extends System.Object" />
<TypeSignature Language="DocId" Value="T:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings" />
<TypeSignature Language="VB.NET" Value="Public Class ImageModelSettings" />
<TypeSignature Language="F#" Value="type ImageModelSettings = class" />
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.0.0.0</AssemblyVersion>
<AssemblyVersion>1.1.0.0</AssemblyVersion>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<Base>
<BaseTypeName>System.Object</BaseTypeName>
</Base>
<Interfaces />
<Docs>
<summary>
Settings used for training the model.
For more information on the available settings please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
</summary>
<remarks>To be added.</remarks>
</Docs>
<Members>
<Member MemberName=".ctor">
<MemberSignature Language="C#" Value="public ImageModelSettings ();" />
<MemberSignature Language="ILAsm" Value=".method public hidebysig specialname rtspecialname instance void .ctor() cil managed" />
<MemberSignature Language="DocId" Value="M:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.#ctor" />
<MemberSignature Language="VB.NET" Value="Public Sub New ()" />
<MemberType>Constructor</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<Parameters />
<Docs>
<summary> Initializes a new instance of <see cref="T:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings" />. </summary>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="AdvancedSettings">
<MemberSignature Language="C#" Value="public string AdvancedSettings { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance string AdvancedSettings" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.AdvancedSettings" />
<MemberSignature Language="VB.NET" Value="Public Property AdvancedSettings As String" />
<MemberSignature Language="F#" Value="member this.AdvancedSettings : string with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.AdvancedSettings" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.String</ReturnType>
</ReturnValue>
<Docs>
<summary> Settings for advanced scenarios. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="AmsGradient">
<MemberSignature Language="C#" Value="public bool? AmsGradient { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<bool> AmsGradient" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.AmsGradient" />
<MemberSignature Language="VB.NET" Value="Public Property AmsGradient As Nullable(Of Boolean)" />
<MemberSignature Language="F#" Value="member this.AmsGradient : Nullable<bool> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.AmsGradient" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Boolean></ReturnType>
</ReturnValue>
<Docs>
<summary> Enable AMSGrad when optimizer is 'adam' or 'adamw'. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Augmentations">
<MemberSignature Language="C#" Value="public string Augmentations { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance string Augmentations" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Augmentations" />
<MemberSignature Language="VB.NET" Value="Public Property Augmentations As String" />
<MemberSignature Language="F#" Value="member this.Augmentations : string with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Augmentations" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.String</ReturnType>
</ReturnValue>
<Docs>
<summary> Settings for using Augmentations. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Beta1">
<MemberSignature Language="C#" Value="public float? Beta1 { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<float32> Beta1" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Beta1" />
<MemberSignature Language="VB.NET" Value="Public Property Beta1 As Nullable(Of Single)" />
<MemberSignature Language="F#" Value="member this.Beta1 : Nullable<single> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Beta1" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Single></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of 'beta1' when optimizer is 'adam' or 'adamw'. Must be a float in the range [0, 1]. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Beta2">
<MemberSignature Language="C#" Value="public float? Beta2 { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<float32> Beta2" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Beta2" />
<MemberSignature Language="VB.NET" Value="Public Property Beta2 As Nullable(Of Single)" />
<MemberSignature Language="F#" Value="member this.Beta2 : Nullable<single> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Beta2" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Single></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of 'beta2' when optimizer is 'adam' or 'adamw'. Must be a float in the range [0, 1]. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="CheckpointFrequency">
<MemberSignature Language="C#" Value="public int? CheckpointFrequency { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> CheckpointFrequency" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.CheckpointFrequency" />
<MemberSignature Language="VB.NET" Value="Public Property CheckpointFrequency As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.CheckpointFrequency : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.CheckpointFrequency" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Frequency to store model checkpoints. Must be a positive integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="CheckpointModel">
<MemberSignature Language="C#" Value="public Azure.ResourceManager.MachineLearning.Models.MachineLearningFlowModelJobInput CheckpointModel { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance class Azure.ResourceManager.MachineLearning.Models.MachineLearningFlowModelJobInput CheckpointModel" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.CheckpointModel" />
<MemberSignature Language="VB.NET" Value="Public Property CheckpointModel As MachineLearningFlowModelJobInput" />
<MemberSignature Language="F#" Value="member this.CheckpointModel : Azure.ResourceManager.MachineLearning.Models.MachineLearningFlowModelJobInput with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.CheckpointModel" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>Azure.ResourceManager.MachineLearning.Models.MachineLearningFlowModelJobInput</ReturnType>
</ReturnValue>
<Docs>
<summary> The pretrained checkpoint model for incremental training. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="CheckpointRunId">
<MemberSignature Language="C#" Value="public string CheckpointRunId { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance string CheckpointRunId" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.CheckpointRunId" />
<MemberSignature Language="VB.NET" Value="Public Property CheckpointRunId As String" />
<MemberSignature Language="F#" Value="member this.CheckpointRunId : string with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.CheckpointRunId" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.String</ReturnType>
</ReturnValue>
<Docs>
<summary> The id of a previous run that has a pretrained checkpoint for incremental training. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Distributed">
<MemberSignature Language="C#" Value="public bool? Distributed { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<bool> Distributed" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Distributed" />
<MemberSignature Language="VB.NET" Value="Public Property Distributed As Nullable(Of Boolean)" />
<MemberSignature Language="F#" Value="member this.Distributed : Nullable<bool> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Distributed" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Boolean></ReturnType>
</ReturnValue>
<Docs>
<summary> Whether to use distributed training. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="EarlyStopping">
<MemberSignature Language="C#" Value="public bool? EarlyStopping { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<bool> EarlyStopping" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EarlyStopping" />
<MemberSignature Language="VB.NET" Value="Public Property EarlyStopping As Nullable(Of Boolean)" />
<MemberSignature Language="F#" Value="member this.EarlyStopping : Nullable<bool> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EarlyStopping" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Boolean></ReturnType>
</ReturnValue>
<Docs>
<summary> Enable early stopping logic during training. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="EarlyStoppingDelay">
<MemberSignature Language="C#" Value="public int? EarlyStoppingDelay { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> EarlyStoppingDelay" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EarlyStoppingDelay" />
<MemberSignature Language="VB.NET" Value="Public Property EarlyStoppingDelay As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.EarlyStoppingDelay : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EarlyStoppingDelay" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary>
Minimum number of epochs or validation evaluations to wait before primary metric improvement
is tracked for early stopping. Must be a positive integer.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="EarlyStoppingPatience">
<MemberSignature Language="C#" Value="public int? EarlyStoppingPatience { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> EarlyStoppingPatience" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EarlyStoppingPatience" />
<MemberSignature Language="VB.NET" Value="Public Property EarlyStoppingPatience As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.EarlyStoppingPatience : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EarlyStoppingPatience" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary>
Minimum number of epochs or validation evaluations with no primary metric improvement before
the run is stopped. Must be a positive integer.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="EnableOnnxNormalization">
<MemberSignature Language="C#" Value="public bool? EnableOnnxNormalization { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<bool> EnableOnnxNormalization" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EnableOnnxNormalization" />
<MemberSignature Language="VB.NET" Value="Public Property EnableOnnxNormalization As Nullable(Of Boolean)" />
<MemberSignature Language="F#" Value="member this.EnableOnnxNormalization : Nullable<bool> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EnableOnnxNormalization" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Boolean></ReturnType>
</ReturnValue>
<Docs>
<summary> Enable normalization when exporting ONNX model. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="EvaluationFrequency">
<MemberSignature Language="C#" Value="public int? EvaluationFrequency { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> EvaluationFrequency" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EvaluationFrequency" />
<MemberSignature Language="VB.NET" Value="Public Property EvaluationFrequency As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.EvaluationFrequency : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.EvaluationFrequency" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Frequency to evaluate validation dataset to get metric scores. Must be a positive integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="GradientAccumulationStep">
<MemberSignature Language="C#" Value="public int? GradientAccumulationStep { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> GradientAccumulationStep" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.GradientAccumulationStep" />
<MemberSignature Language="VB.NET" Value="Public Property GradientAccumulationStep As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.GradientAccumulationStep : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.GradientAccumulationStep" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary>
Gradient accumulation means running a configured number of "GradAccumulationStep" steps without
updating the model weights while accumulating the gradients of those steps, and then using
the accumulated gradients to compute the weight updates. Must be a positive integer.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="LayersToFreeze">
<MemberSignature Language="C#" Value="public int? LayersToFreeze { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> LayersToFreeze" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.LayersToFreeze" />
<MemberSignature Language="VB.NET" Value="Public Property LayersToFreeze As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.LayersToFreeze : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.LayersToFreeze" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary>
Number of layers to freeze for the model. Must be a positive integer.
For instance, passing 2 as value for 'seresnext' means
freezing layer0 and layer1. For a full list of models supported and details on layer freeze, please
see: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="LearningRate">
<MemberSignature Language="C#" Value="public float? LearningRate { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<float32> LearningRate" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.LearningRate" />
<MemberSignature Language="VB.NET" Value="Public Property LearningRate As Nullable(Of Single)" />
<MemberSignature Language="F#" Value="member this.LearningRate : Nullable<single> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.LearningRate" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Single></ReturnType>
</ReturnValue>
<Docs>
<summary> Initial learning rate. Must be a float in the range [0, 1]. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="LearningRateScheduler">
<MemberSignature Language="C#" Value="public Azure.ResourceManager.MachineLearning.Models.LearningRateScheduler? LearningRateScheduler { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<valuetype Azure.ResourceManager.MachineLearning.Models.LearningRateScheduler> LearningRateScheduler" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.LearningRateScheduler" />
<MemberSignature Language="VB.NET" Value="Public Property LearningRateScheduler As Nullable(Of LearningRateScheduler)" />
<MemberSignature Language="F#" Value="member this.LearningRateScheduler : Nullable<Azure.ResourceManager.MachineLearning.Models.LearningRateScheduler> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.LearningRateScheduler" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<Azure.ResourceManager.MachineLearning.Models.LearningRateScheduler></ReturnType>
</ReturnValue>
<Docs>
<summary> Type of learning rate scheduler. Must be 'warmup_cosine' or 'step'. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="ModelName">
<MemberSignature Language="C#" Value="public string ModelName { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance string ModelName" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.ModelName" />
<MemberSignature Language="VB.NET" Value="Public Property ModelName As String" />
<MemberSignature Language="F#" Value="member this.ModelName : string with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.ModelName" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.String</ReturnType>
</ReturnValue>
<Docs>
<summary>
Name of the model to use for training.
For more information on the available models please visit the official documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.
</summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Momentum">
<MemberSignature Language="C#" Value="public float? Momentum { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<float32> Momentum" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Momentum" />
<MemberSignature Language="VB.NET" Value="Public Property Momentum As Nullable(Of Single)" />
<MemberSignature Language="F#" Value="member this.Momentum : Nullable<single> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Momentum" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Single></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of momentum when optimizer is 'sgd'. Must be a float in the range [0, 1]. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Nesterov">
<MemberSignature Language="C#" Value="public bool? Nesterov { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<bool> Nesterov" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Nesterov" />
<MemberSignature Language="VB.NET" Value="Public Property Nesterov As Nullable(Of Boolean)" />
<MemberSignature Language="F#" Value="member this.Nesterov : Nullable<bool> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Nesterov" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Boolean></ReturnType>
</ReturnValue>
<Docs>
<summary> Enable nesterov when optimizer is 'sgd'. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="NumberOfEpochs">
<MemberSignature Language="C#" Value="public int? NumberOfEpochs { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> NumberOfEpochs" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.NumberOfEpochs" />
<MemberSignature Language="VB.NET" Value="Public Property NumberOfEpochs As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.NumberOfEpochs : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.NumberOfEpochs" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Number of training epochs. Must be a positive integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="NumberOfWorkers">
<MemberSignature Language="C#" Value="public int? NumberOfWorkers { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> NumberOfWorkers" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.NumberOfWorkers" />
<MemberSignature Language="VB.NET" Value="Public Property NumberOfWorkers As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.NumberOfWorkers : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.NumberOfWorkers" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Number of data loader workers. Must be a non-negative integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="Optimizer">
<MemberSignature Language="C#" Value="public Azure.ResourceManager.MachineLearning.Models.StochasticOptimizer? Optimizer { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<valuetype Azure.ResourceManager.MachineLearning.Models.StochasticOptimizer> Optimizer" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Optimizer" />
<MemberSignature Language="VB.NET" Value="Public Property Optimizer As Nullable(Of StochasticOptimizer)" />
<MemberSignature Language="F#" Value="member this.Optimizer : Nullable<Azure.ResourceManager.MachineLearning.Models.StochasticOptimizer> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.Optimizer" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<Azure.ResourceManager.MachineLearning.Models.StochasticOptimizer></ReturnType>
</ReturnValue>
<Docs>
<summary> Type of optimizer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="RandomSeed">
<MemberSignature Language="C#" Value="public int? RandomSeed { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> RandomSeed" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.RandomSeed" />
<MemberSignature Language="VB.NET" Value="Public Property RandomSeed As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.RandomSeed : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.RandomSeed" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Random seed to be used when using deterministic training. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="StepLRGamma">
<MemberSignature Language="C#" Value="public float? StepLRGamma { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<float32> StepLRGamma" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.StepLRGamma" />
<MemberSignature Language="VB.NET" Value="Public Property StepLRGamma As Nullable(Of Single)" />
<MemberSignature Language="F#" Value="member this.StepLRGamma : Nullable<single> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.StepLRGamma" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Single></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of gamma when learning rate scheduler is 'step'. Must be a float in the range [0, 1]. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="StepLRStepSize">
<MemberSignature Language="C#" Value="public int? StepLRStepSize { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> StepLRStepSize" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.StepLRStepSize" />
<MemberSignature Language="VB.NET" Value="Public Property StepLRStepSize As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.StepLRStepSize : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.StepLRStepSize" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of step size when learning rate scheduler is 'step'. Must be a positive integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="TrainingBatchSize">
<MemberSignature Language="C#" Value="public int? TrainingBatchSize { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> TrainingBatchSize" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.TrainingBatchSize" />
<MemberSignature Language="VB.NET" Value="Public Property TrainingBatchSize As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.TrainingBatchSize : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.TrainingBatchSize" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Training batch size. Must be a positive integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="ValidationBatchSize">
<MemberSignature Language="C#" Value="public int? ValidationBatchSize { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> ValidationBatchSize" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.ValidationBatchSize" />
<MemberSignature Language="VB.NET" Value="Public Property ValidationBatchSize As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.ValidationBatchSize : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.ValidationBatchSize" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Validation batch size. Must be a positive integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="WarmupCosineLRCycles">
<MemberSignature Language="C#" Value="public float? WarmupCosineLRCycles { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<float32> WarmupCosineLRCycles" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.WarmupCosineLRCycles" />
<MemberSignature Language="VB.NET" Value="Public Property WarmupCosineLRCycles As Nullable(Of Single)" />
<MemberSignature Language="F#" Value="member this.WarmupCosineLRCycles : Nullable<single> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.WarmupCosineLRCycles" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Single></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of cosine cycle when learning rate scheduler is 'warmup_cosine'. Must be a float in the range [0, 1]. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="WarmupCosineLRWarmupEpochs">
<MemberSignature Language="C#" Value="public int? WarmupCosineLRWarmupEpochs { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<int32> WarmupCosineLRWarmupEpochs" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.WarmupCosineLRWarmupEpochs" />
<MemberSignature Language="VB.NET" Value="Public Property WarmupCosineLRWarmupEpochs As Nullable(Of Integer)" />
<MemberSignature Language="F#" Value="member this.WarmupCosineLRWarmupEpochs : Nullable<int> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.WarmupCosineLRWarmupEpochs" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Int32></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of warmup epochs when learning rate scheduler is 'warmup_cosine'. Must be a positive integer. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
<Member MemberName="WeightDecay">
<MemberSignature Language="C#" Value="public float? WeightDecay { get; set; }" />
<MemberSignature Language="ILAsm" Value=".property instance valuetype System.Nullable`1<float32> WeightDecay" />
<MemberSignature Language="DocId" Value="P:Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.WeightDecay" />
<MemberSignature Language="VB.NET" Value="Public Property WeightDecay As Nullable(Of Single)" />
<MemberSignature Language="F#" Value="member this.WeightDecay : Nullable<single> with get, set" Usage="Azure.ResourceManager.MachineLearning.Models.ImageModelSettings.WeightDecay" />
<MemberType>Property</MemberType>
<AssemblyInfo>
<AssemblyName>Azure.ResourceManager.MachineLearning</AssemblyName>
<AssemblyVersion>1.1.1.0</AssemblyVersion>
<AssemblyVersion>1.2.0.0</AssemblyVersion>
</AssemblyInfo>
<ReturnValue>
<ReturnType>System.Nullable<System.Single></ReturnType>
</ReturnValue>
<Docs>
<summary> Value of weight decay when optimizer is 'sgd', 'adam', or 'adamw'. Must be a float in the range[0, 1]. </summary>
<value>To be added.</value>
<remarks>To be added.</remarks>
</Docs>
</Member>
</Members>
</Type>