MPSGraph_MPSGraphRnnOps.LstmGradients 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
LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)
LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)
LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)
LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)

LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)

[Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:stateGradient:cellGradient:inputWeight:bias:initState:initCell:mask:peephole:descriptor:name:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MetalPerformanceShadersGraph.MPSGraphTensor[] LstmGradients(this MetalPerformanceShadersGraph.MPSGraph This, MetalPerformanceShadersGraph.MPSGraphTensor source, MetalPerformanceShadersGraph.MPSGraphTensor recurrentWeight, MetalPerformanceShadersGraph.MPSGraphTensor sourceGradient, MetalPerformanceShadersGraph.MPSGraphTensor zState, MetalPerformanceShadersGraph.MPSGraphTensor cellOutputFwd, MetalPerformanceShadersGraph.MPSGraphTensor? stateGradient, MetalPerformanceShadersGraph.MPSGraphTensor? cellGradient, MetalPerformanceShadersGraph.MPSGraphTensor? inputWeight, MetalPerformanceShadersGraph.MPSGraphTensor? bias, MetalPerformanceShadersGraph.MPSGraphTensor? initState, MetalPerformanceShadersGraph.MPSGraphTensor? initCell, MetalPerformanceShadersGraph.MPSGraphTensor? mask, MetalPerformanceShadersGraph.MPSGraphTensor? peephole, MetalPerformanceShadersGraph.MPSGraphLstmDescriptor descriptor, string? name);

[<Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:stateGradient:cellGradient:inputWeight:bias:initState:initCell:mask:peephole:descriptor:name:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member LstmGradients : MetalPerformanceShadersGraph.MPSGraph * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphLstmDescriptor * string -> MetalPerformanceShadersGraph.MPSGraphTensor[]

Parameters

This: MPSGraph

source: MPSGraphTensor

recurrentWeight: MPSGraphTensor

sourceGradient: MPSGraphTensor

zState: MPSGraphTensor

cellOutputFwd: MPSGraphTensor

stateGradient: MPSGraphTensor

cellGradient: MPSGraphTensor

inputWeight: MPSGraphTensor

bias: MPSGraphTensor

initState: MPSGraphTensor

initCell: MPSGraphTensor

mask: MPSGraphTensor

peephole: MPSGraphTensor

descriptor: MPSGraphLstmDescriptor

name: String

Returns

MPSGraphTensor[]

Attributes: ExportAttribute BindingImplAttribute

Applies to

LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)

[Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:inputWeight:bias:initState:initCell:mask:descriptor:name:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MetalPerformanceShadersGraph.MPSGraphTensor[] LstmGradients(this MetalPerformanceShadersGraph.MPSGraph This, MetalPerformanceShadersGraph.MPSGraphTensor source, MetalPerformanceShadersGraph.MPSGraphTensor recurrentWeight, MetalPerformanceShadersGraph.MPSGraphTensor sourceGradient, MetalPerformanceShadersGraph.MPSGraphTensor zState, MetalPerformanceShadersGraph.MPSGraphTensor cellOutputFwd, MetalPerformanceShadersGraph.MPSGraphTensor? inputWeight, MetalPerformanceShadersGraph.MPSGraphTensor? bias, MetalPerformanceShadersGraph.MPSGraphTensor? initState, MetalPerformanceShadersGraph.MPSGraphTensor? initCell, MetalPerformanceShadersGraph.MPSGraphTensor? mask, MetalPerformanceShadersGraph.MPSGraphLstmDescriptor descriptor, string? name);

[<Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:inputWeight:bias:initState:initCell:mask:descriptor:name:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member LstmGradients : MetalPerformanceShadersGraph.MPSGraph * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphLstmDescriptor * string -> MetalPerformanceShadersGraph.MPSGraphTensor[]

Parameters

This: MPSGraph

source: MPSGraphTensor

recurrentWeight: MPSGraphTensor

sourceGradient: MPSGraphTensor

zState: MPSGraphTensor

cellOutputFwd: MPSGraphTensor

inputWeight: MPSGraphTensor

bias: MPSGraphTensor

initState: MPSGraphTensor

initCell: MPSGraphTensor

mask: MPSGraphTensor

descriptor: MPSGraphLstmDescriptor

name: String

Returns

MPSGraphTensor[]

Attributes: ExportAttribute BindingImplAttribute

Applies to

LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)

[Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:descriptor:name:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MetalPerformanceShadersGraph.MPSGraphTensor[] LstmGradients(this MetalPerformanceShadersGraph.MPSGraph This, MetalPerformanceShadersGraph.MPSGraphTensor source, MetalPerformanceShadersGraph.MPSGraphTensor recurrentWeight, MetalPerformanceShadersGraph.MPSGraphTensor sourceGradient, MetalPerformanceShadersGraph.MPSGraphTensor zState, MetalPerformanceShadersGraph.MPSGraphTensor cellOutputFwd, MetalPerformanceShadersGraph.MPSGraphLstmDescriptor descriptor, string? name);

[<Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:descriptor:name:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member LstmGradients : MetalPerformanceShadersGraph.MPSGraph * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphLstmDescriptor * string -> MetalPerformanceShadersGraph.MPSGraphTensor[]

Parameters

This: MPSGraph

source: MPSGraphTensor

recurrentWeight: MPSGraphTensor

sourceGradient: MPSGraphTensor

zState: MPSGraphTensor

cellOutputFwd: MPSGraphTensor

descriptor: MPSGraphLstmDescriptor

name: String

Returns

MPSGraphTensor[]

Attributes: ExportAttribute BindingImplAttribute

Applies to

LstmGradients(MPSGraph, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphTensor, MPSGraphLstmDescriptor, String)

[Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:inputWeight:bias:initState:initCell:descriptor:name:")]
[ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)]
public static MetalPerformanceShadersGraph.MPSGraphTensor[] LstmGradients(this MetalPerformanceShadersGraph.MPSGraph This, MetalPerformanceShadersGraph.MPSGraphTensor source, MetalPerformanceShadersGraph.MPSGraphTensor recurrentWeight, MetalPerformanceShadersGraph.MPSGraphTensor sourceGradient, MetalPerformanceShadersGraph.MPSGraphTensor zState, MetalPerformanceShadersGraph.MPSGraphTensor cellOutputFwd, MetalPerformanceShadersGraph.MPSGraphTensor? inputWeight, MetalPerformanceShadersGraph.MPSGraphTensor? bias, MetalPerformanceShadersGraph.MPSGraphTensor? initState, MetalPerformanceShadersGraph.MPSGraphTensor? initCell, MetalPerformanceShadersGraph.MPSGraphLstmDescriptor descriptor, string? name);

[<Foundation.Export("LSTMGradientsWithSourceTensor:recurrentWeight:sourceGradient:zState:cellOutputFwd:inputWeight:bias:initState:initCell:descriptor:name:")>]
[<ObjCRuntime.BindingImpl(ObjCRuntime.BindingImplOptions.GeneratedCode | ObjCRuntime.BindingImplOptions.Optimizable)>]
static member LstmGradients : MetalPerformanceShadersGraph.MPSGraph * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphTensor * MetalPerformanceShadersGraph.MPSGraphLstmDescriptor * string -> MetalPerformanceShadersGraph.MPSGraphTensor[]