MLCOptimizerDescriptor.Create Method
Definition
Important
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Overloads
Create(Single, Single, MLCRegularizationType, Single)
[Foundation.Export("descriptorWithLearningRate:gradientRescale:regularizationType:regularizationScale:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MLCompute.MLCOptimizerDescriptor Create(float learningRate, float gradientRescale, MLCompute.MLCRegularizationType regularizationType, float regularizationScale);[<Foundation.Export("descriptorWithLearningRate:gradientRescale:regularizationType:regularizationScale:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member Create : single * single * MLCompute.MLCRegularizationType * single -> MLCompute.MLCOptimizerDescriptorParameters
- learningRate
- Single
- gradientRescale
- Single
- regularizationType
- MLCRegularizationType
- regularizationScale
- Single
Returns
- Attributes
Applies to
Create(Single, Single, Boolean, Single, Single, MLCRegularizationType, Single)
[Foundation.Export("descriptorWithLearningRate:gradientRescale:appliesGradientClipping:gradientClipMax:gradientClipMin:regularizationType:regularizationScale:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MLCompute.MLCOptimizerDescriptor Create(float learningRate, float gradientRescale, bool appliesGradientClipping, float gradientClipMax, float gradientClipMin, MLCompute.MLCRegularizationType regularizationType, float regularizationScale);[<Foundation.Export("descriptorWithLearningRate:gradientRescale:appliesGradientClipping:gradientClipMax:gradientClipMin:regularizationType:regularizationScale:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member Create : single * single * bool * single * single * MLCompute.MLCRegularizationType * single -> MLCompute.MLCOptimizerDescriptorParameters
- learningRate
- Single
- gradientRescale
- Single
- appliesGradientClipping
- Boolean
- gradientClipMax
- Single
- gradientClipMin
- Single
- regularizationType
- MLCRegularizationType
- regularizationScale
- Single
Returns
- Attributes
Applies to
Create(Single, Single, Boolean, MLCGradientClippingType, Single, Single, Single, Single, MLCRegularizationType, Single)
[Foundation.Export("descriptorWithLearningRate:gradientRescale:appliesGradientClipping:gradientClippingType:gradientClipMax:gradientClipMin:maximumClippingNorm:customGlobalNorm:regularizationType:regularizationScale:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MLCompute.MLCOptimizerDescriptor Create(float learningRate, float gradientRescale, bool appliesGradientClipping, MLCompute.MLCGradientClippingType gradientClippingType, float gradientClipMax, float gradientClipMin, float maximumClippingNorm, float customGlobalNorm, MLCompute.MLCRegularizationType regularizationType, float regularizationScale);[<Foundation.Export("descriptorWithLearningRate:gradientRescale:appliesGradientClipping:gradientClippingType:gradientClipMax:gradientClipMin:maximumClippingNorm:customGlobalNorm:regularizationType:regularizationScale:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member Create : single * single * bool * MLCompute.MLCGradientClippingType * single * single * single * single * MLCompute.MLCRegularizationType * single -> MLCompute.MLCOptimizerDescriptorParameters
- learningRate
- Single
- gradientRescale
- Single
- appliesGradientClipping
- Boolean
- gradientClippingType
- MLCGradientClippingType
- gradientClipMax
- Single
- gradientClipMin
- Single
- maximumClippingNorm
- Single
- customGlobalNorm
- Single
- regularizationType
- MLCRegularizationType
- regularizationScale
- Single
Returns
- Attributes