MPSGraph_MPSGraphOptimizerOps.Adam Method

Definition

Namespace:: MetalPerformanceShadersGraph

Assembly:: Microsoft.iOS.dll

Assembly:: Microsoft.MacCatalyst.dll

Assembly:: Microsoft.macOS.dll

Assembly:: Microsoft.tvOS.dll

Important

Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.

Overloads

Name	Description
Adam(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, String)
Adam(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, String)

Adam(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, String)

[Foundation.Export("adamWithCurrentLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:valuesTensor:momentumTensor:velocityTensor:maximumVelocityTensor:gradientTensor:name:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MetalPerformanceShadersGraph.MPSGraphTensor[] Adam(this MetalPerformanceShadersGraph.MPSGraph This, MetalPerformanceShadersGraph.MPSGraphTensor currentLearningRateTensor, MetalPerformanceShadersGraph.MPSGraphTensor beta1Tensor, MetalPerformanceShadersGraph.MPSGraphTensor beta2Tensor, MetalPerformanceShadersGraph.MPSGraphTensor epsilonTensor, MetalPerformanceShadersGraph.MPSGraphTensor valuesTensor, MetalPerformanceShadersGraph.MPSGraphTensor momentumTensor, MetalPerformanceShadersGraph.MPSGraphTensor velocityTensor, MetalPerformanceShadersGraph.MPSGraphTensor? maximumVelocityTensor, MetalPerformanceShadersGraph.MPSGraphTensor gradientTensor, string? name);

[<Foundation.Export("adamWithCurrentLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:valuesTensor:momentumTensor:velocityTensor:maximumVelocityTensor:gradientTensor:name:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member Adam : MetalPerformanceShadersGraph.MPSGraph * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * string -> MetalPerformanceShadersGraph.MPSGraphTensor[]

Parameters

This: MPSGraph

currentLearningRateTensor: MPSGraphTensor

beta1Tensor: MPSGraphTensor

beta2Tensor: MPSGraphTensor

epsilonTensor: MPSGraphTensor

valuesTensor: MPSGraphTensor

momentumTensor: MPSGraphTensor

velocityTensor: MPSGraphTensor

maximumVelocityTensor: MPSGraphTensor

gradientTensor: MPSGraphTensor

name: String

Returns

MPSGraphTensor[]

Attributes: ExportAttribute BindingImplAttribute

Applies to

Adam(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, String)

[Foundation.Export("adamWithLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:beta1PowerTensor:beta2PowerTensor:valuesTensor:momentumTensor:velocityTensor:maximumVelocityTensor:gradientTensor:name:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MetalPerformanceShadersGraph.MPSGraphTensor[] Adam(this MetalPerformanceShadersGraph.MPSGraph This, MetalPerformanceShadersGraph.MPSGraphTensor learningRateTensor, MetalPerformanceShadersGraph.MPSGraphTensor beta1Tensor, MetalPerformanceShadersGraph.MPSGraphTensor beta2Tensor, MetalPerformanceShadersGraph.MPSGraphTensor epsilonTensor, MetalPerformanceShadersGraph.MPSGraphTensor beta1PowerTensor, MetalPerformanceShadersGraph.MPSGraphTensor beta2PowerTensor, MetalPerformanceShadersGraph.MPSGraphTensor valuesTensor, MetalPerformanceShadersGraph.MPSGraphTensor momentumTensor, MetalPerformanceShadersGraph.MPSGraphTensor velocityTensor, MetalPerformanceShadersGraph.MPSGraphTensor? maximumVelocityTensor, MetalPerformanceShadersGraph.MPSGraphTensor gradientTensor, string? name);

[<Foundation.Export("adamWithLearningRateTensor:beta1Tensor:beta2Tensor:epsilonTensor:beta1PowerTensor:beta2PowerTensor:valuesTensor:momentumTensor:velocityTensor:maximumVelocityTensor:gradientTensor:name:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member Adam : MetalPerformanceShadersGraph.MPSGraph * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * string -> MetalPerformanceShadersGraph.MPSGraphTensor[]