Table of Contents

Class MLGraphBuilder

Namespace
CSharpToJavaScript.APIs.JS
Assembly
CSharpToJavaScript.dll
[Value("MLGraphBuilder")]
public class MLGraphBuilder
Inheritance
MLGraphBuilder
Inherited Members

Constructors

MLGraphBuilder() 

public MLGraphBuilder()

MLGraphBuilder(MLContext) 

public MLGraphBuilder(MLContext context)

Parameters

context MLContext

Methods

Abs(MLOperand, MLOperatorOptions) 

[Value("abs")]
public MLOperand Abs(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Add(MLOperand, MLOperand, MLOperatorOptions) 

[Value("add")]
public MLOperand Add(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

ArgMax(MLOperand, ulong, MLArgMinMaxOptions) 

[Value("argMax")]
public MLOperand ArgMax(MLOperand input, ulong axis, MLArgMinMaxOptions options = null)

Parameters

input MLOperand
axis ulong
options MLArgMinMaxOptions

Returns

MLOperand

ArgMin(MLOperand, ulong, MLArgMinMaxOptions) 

[Value("argMin")]
public MLOperand ArgMin(MLOperand input, ulong axis, MLArgMinMaxOptions options = null)

Parameters

input MLOperand
axis ulong
options MLArgMinMaxOptions

Returns

MLOperand

AveragePool2d(MLOperand, MLPool2dOptions) 

[Value("averagePool2d")]
public MLOperand AveragePool2d(MLOperand input, MLPool2dOptions options = null)

Parameters

input MLOperand
options MLPool2dOptions

Returns

MLOperand

BatchNormalization(MLOperand, MLOperand, MLOperand, MLBatchNormalizationOptions) 

[Value("batchNormalization")]
public MLOperand BatchNormalization(MLOperand input, MLOperand mean, MLOperand variance, MLBatchNormalizationOptions options = null)

Parameters

input MLOperand
mean MLOperand
variance MLOperand
options MLBatchNormalizationOptions

Returns

MLOperand

Build(Dictionary<string, MLOperand>) 

[Value("build")]
public Task<MLGraph> Build(Dictionary<string, MLOperand> outputs)

Parameters

outputs Dictionary<string, MLOperand>

Returns

Task<MLGraph>

Cast(MLOperand, MLOperandDataType, MLOperatorOptions) 

[Value("cast")]
public MLOperand Cast(MLOperand input, MLOperandDataType type, MLOperatorOptions options = null)

Parameters

input MLOperand
type MLOperandDataType
options MLOperatorOptions

Returns

MLOperand

Ceil(MLOperand, MLOperatorOptions) 

[Value("ceil")]
public MLOperand Ceil(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Clamp(MLOperand, MLClampOptions) 

[Value("clamp")]
public MLOperand Clamp(MLOperand input, MLClampOptions options = null)

Parameters

input MLOperand
options MLClampOptions

Returns

MLOperand

Concat(List<MLOperand>, ulong, MLOperatorOptions) 

[Value("concat")]
public MLOperand Concat(List<MLOperand> inputs, ulong axis, MLOperatorOptions options = null)

Parameters

inputs List<MLOperand>
axis ulong
options MLOperatorOptions

Returns

MLOperand

Constant(MLOperandDataType, Union226) 

[Value("constant")]
public MLOperand Constant(MLOperandDataType type, Union226 value)

Parameters

type MLOperandDataType
value Union226

Returns

MLOperand

Constant(MLOperandDescriptor, Union225) 

[Value("constant")]
public MLOperand Constant(MLOperandDescriptor descriptor, Union225 buffer)

Parameters

descriptor MLOperandDescriptor
buffer Union225

Returns

MLOperand

Conv2d(MLOperand, MLOperand, MLConv2dOptions) 

[Value("conv2d")]
public MLOperand Conv2d(MLOperand input, MLOperand filter, MLConv2dOptions options = null)

Parameters

input MLOperand
filter MLOperand
options MLConv2dOptions

Returns

MLOperand

ConvTranspose2d(MLOperand, MLOperand, MLConvTranspose2dOptions) 

[Value("convTranspose2d")]
public MLOperand ConvTranspose2d(MLOperand input, MLOperand filter, MLConvTranspose2dOptions options = null)

Parameters

input MLOperand
filter MLOperand
options MLConvTranspose2dOptions

Returns

MLOperand

Cos(MLOperand, MLOperatorOptions) 

[Value("cos")]
public MLOperand Cos(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Div(MLOperand, MLOperand, MLOperatorOptions) 

[Value("div")]
public MLOperand Div(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Elu(MLOperand, MLEluOptions) 

[Value("elu")]
public MLOperand Elu(MLOperand input, MLEluOptions options = null)

Parameters

input MLOperand
options MLEluOptions

Returns

MLOperand

Equal(MLOperand, MLOperand, MLOperatorOptions) 

[Value("equal")]
public MLOperand Equal(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Erf(MLOperand, MLOperatorOptions) 

[Value("erf")]
public MLOperand Erf(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Exp(MLOperand, MLOperatorOptions) 

[Value("exp")]
public MLOperand Exp(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Expand(MLOperand, List<ulong>, MLOperatorOptions) 

[Value("expand")]
public MLOperand Expand(MLOperand input, List<ulong> newShape, MLOperatorOptions options = null)

Parameters

input MLOperand
newShape List<ulong>
options MLOperatorOptions

Returns

MLOperand

Floor(MLOperand, MLOperatorOptions) 

[Value("floor")]
public MLOperand Floor(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Gather(MLOperand, MLOperand, MLGatherOptions) 

[Value("gather")]
public MLOperand Gather(MLOperand input, MLOperand indices, MLGatherOptions options = null)

Parameters

input MLOperand
indices MLOperand
options MLGatherOptions

Returns

MLOperand

Gelu(MLOperand, MLOperatorOptions) 

[Value("gelu")]
public MLOperand Gelu(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Gemm(MLOperand, MLOperand, MLGemmOptions) 

[Value("gemm")]
public MLOperand Gemm(MLOperand a, MLOperand b, MLGemmOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLGemmOptions

Returns

MLOperand

Greater(MLOperand, MLOperand, MLOperatorOptions) 

[Value("greater")]
public MLOperand Greater(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

GreaterOrEqual(MLOperand, MLOperand, MLOperatorOptions) 

[Value("greaterOrEqual")]
public MLOperand GreaterOrEqual(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Gru(MLOperand, MLOperand, MLOperand, ulong, ulong, MLGruOptions) 

[Value("gru")]
public List<MLOperand> Gru(MLOperand input, MLOperand weight, MLOperand recurrentWeight, ulong steps, ulong hiddenSize, MLGruOptions options = null)

Parameters

input MLOperand
weight MLOperand
recurrentWeight MLOperand
steps ulong
hiddenSize ulong
options MLGruOptions

Returns

List<MLOperand>

GruCell(MLOperand, MLOperand, MLOperand, MLOperand, ulong, MLGruCellOptions) 

[Value("gruCell")]
public MLOperand GruCell(MLOperand input, MLOperand weight, MLOperand recurrentWeight, MLOperand hiddenState, ulong hiddenSize, MLGruCellOptions options = null)

Parameters

input MLOperand
weight MLOperand
recurrentWeight MLOperand
hiddenState MLOperand
hiddenSize ulong
options MLGruCellOptions

Returns

MLOperand

HardSigmoid(MLOperand, MLHardSigmoidOptions) 

[Value("hardSigmoid")]
public MLOperand HardSigmoid(MLOperand input, MLHardSigmoidOptions options = null)

Parameters

input MLOperand
options MLHardSigmoidOptions

Returns

MLOperand

HardSwish(MLOperand, MLOperatorOptions) 

[Value("hardSwish")]
public MLOperand HardSwish(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Identity(MLOperand, MLOperatorOptions) 

[Value("identity")]
public MLOperand Identity(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Input(string, MLOperandDescriptor) 

[Value("input")]
public MLOperand Input(string name, MLOperandDescriptor descriptor)

Parameters

name string
descriptor MLOperandDescriptor

Returns

MLOperand

InstanceNormalization(MLOperand, MLInstanceNormalizationOptions) 

[Value("instanceNormalization")]
public MLOperand InstanceNormalization(MLOperand input, MLInstanceNormalizationOptions options = null)

Parameters

input MLOperand
options MLInstanceNormalizationOptions

Returns

MLOperand

L2Pool2d(MLOperand, MLPool2dOptions) 

[Value("l2Pool2d")]
public MLOperand L2Pool2d(MLOperand input, MLPool2dOptions options = null)

Parameters

input MLOperand
options MLPool2dOptions

Returns

MLOperand

LayerNormalization(MLOperand, MLLayerNormalizationOptions) 

[Value("layerNormalization")]
public MLOperand LayerNormalization(MLOperand input, MLLayerNormalizationOptions options = null)

Parameters

input MLOperand
options MLLayerNormalizationOptions

Returns

MLOperand

LeakyRelu(MLOperand, MLLeakyReluOptions) 

[Value("leakyRelu")]
public MLOperand LeakyRelu(MLOperand input, MLLeakyReluOptions options = null)

Parameters

input MLOperand
options MLLeakyReluOptions

Returns

MLOperand

Lesser(MLOperand, MLOperand, MLOperatorOptions) 

[Value("lesser")]
public MLOperand Lesser(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

LesserOrEqual(MLOperand, MLOperand, MLOperatorOptions) 

[Value("lesserOrEqual")]
public MLOperand LesserOrEqual(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Linear(MLOperand, MLLinearOptions) 

[Value("linear")]
public MLOperand Linear(MLOperand input, MLLinearOptions options = null)

Parameters

input MLOperand
options MLLinearOptions

Returns

MLOperand

Log(MLOperand, MLOperatorOptions) 

[Value("log")]
public MLOperand Log(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

LogicalNot(MLOperand, MLOperatorOptions) 

[Value("logicalNot")]
public MLOperand LogicalNot(MLOperand a, MLOperatorOptions options = null)

Parameters

a MLOperand
options MLOperatorOptions

Returns

MLOperand

Lstm(MLOperand, MLOperand, MLOperand, ulong, ulong, MLLstmOptions) 

[Value("lstm")]
public List<MLOperand> Lstm(MLOperand input, MLOperand weight, MLOperand recurrentWeight, ulong steps, ulong hiddenSize, MLLstmOptions options = null)

Parameters

input MLOperand
weight MLOperand
recurrentWeight MLOperand
steps ulong
hiddenSize ulong
options MLLstmOptions

Returns

List<MLOperand>

LstmCell(MLOperand, MLOperand, MLOperand, MLOperand, MLOperand, ulong, MLLstmCellOptions) 

[Value("lstmCell")]
public List<MLOperand> LstmCell(MLOperand input, MLOperand weight, MLOperand recurrentWeight, MLOperand hiddenState, MLOperand cellState, ulong hiddenSize, MLLstmCellOptions options = null)

Parameters

input MLOperand
weight MLOperand
recurrentWeight MLOperand
hiddenState MLOperand
cellState MLOperand
hiddenSize ulong
options MLLstmCellOptions

Returns

List<MLOperand>

Matmul(MLOperand, MLOperand, MLOperatorOptions) 

[Value("matmul")]
public MLOperand Matmul(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Max(MLOperand, MLOperand, MLOperatorOptions) 

[Value("max")]
public MLOperand Max(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

MaxPool2d(MLOperand, MLPool2dOptions) 

[Value("maxPool2d")]
public MLOperand MaxPool2d(MLOperand input, MLPool2dOptions options = null)

Parameters

input MLOperand
options MLPool2dOptions

Returns

MLOperand

Min(MLOperand, MLOperand, MLOperatorOptions) 

[Value("min")]
public MLOperand Min(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Mul(MLOperand, MLOperand, MLOperatorOptions) 

[Value("mul")]
public MLOperand Mul(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Neg(MLOperand, MLOperatorOptions) 

[Value("neg")]
public MLOperand Neg(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Pad(MLOperand, List<ulong>, List<ulong>, MLPadOptions) 

[Value("pad")]
public MLOperand Pad(MLOperand input, List<ulong> beginningPadding, List<ulong> endingPadding, MLPadOptions options = null)

Parameters

input MLOperand
beginningPadding List<ulong>
endingPadding List<ulong>
options MLPadOptions

Returns

MLOperand

Pow(MLOperand, MLOperand, MLOperatorOptions) 

[Value("pow")]
public MLOperand Pow(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Prelu(MLOperand, MLOperand, MLOperatorOptions) 

[Value("prelu")]
public MLOperand Prelu(MLOperand input, MLOperand slope, MLOperatorOptions options = null)

Parameters

input MLOperand
slope MLOperand
options MLOperatorOptions

Returns

MLOperand

Reciprocal(MLOperand, MLOperatorOptions) 

[Value("reciprocal")]
public MLOperand Reciprocal(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

ReduceL1(MLOperand, MLReduceOptions) 

[Value("reduceL1")]
public MLOperand ReduceL1(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceL2(MLOperand, MLReduceOptions) 

[Value("reduceL2")]
public MLOperand ReduceL2(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceLogSum(MLOperand, MLReduceOptions) 

[Value("reduceLogSum")]
public MLOperand ReduceLogSum(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceLogSumExp(MLOperand, MLReduceOptions) 

[Value("reduceLogSumExp")]
public MLOperand ReduceLogSumExp(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceMax(MLOperand, MLReduceOptions) 

[Value("reduceMax")]
public MLOperand ReduceMax(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceMean(MLOperand, MLReduceOptions) 

[Value("reduceMean")]
public MLOperand ReduceMean(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceMin(MLOperand, MLReduceOptions) 

[Value("reduceMin")]
public MLOperand ReduceMin(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceProduct(MLOperand, MLReduceOptions) 

[Value("reduceProduct")]
public MLOperand ReduceProduct(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceSum(MLOperand, MLReduceOptions) 

[Value("reduceSum")]
public MLOperand ReduceSum(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

ReduceSumSquare(MLOperand, MLReduceOptions) 

[Value("reduceSumSquare")]
public MLOperand ReduceSumSquare(MLOperand input, MLReduceOptions options = null)

Parameters

input MLOperand
options MLReduceOptions

Returns

MLOperand

Relu(MLOperand, MLOperatorOptions) 

[Value("relu")]
public MLOperand Relu(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Resample2d(MLOperand, MLResample2dOptions) 

[Value("resample2d")]
public MLOperand Resample2d(MLOperand input, MLResample2dOptions options = null)

Parameters

input MLOperand
options MLResample2dOptions

Returns

MLOperand

Reshape(MLOperand, List<ulong>, MLOperatorOptions) 

[Value("reshape")]
public MLOperand Reshape(MLOperand input, List<ulong> newShape, MLOperatorOptions options = null)

Parameters

input MLOperand
newShape List<ulong>
options MLOperatorOptions

Returns

MLOperand

Sigmoid(MLOperand, MLOperatorOptions) 

[Value("sigmoid")]
public MLOperand Sigmoid(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Sin(MLOperand, MLOperatorOptions) 

[Value("sin")]
public MLOperand Sin(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Slice(MLOperand, List<ulong>, List<ulong>, MLOperatorOptions) 

[Value("slice")]
public MLOperand Slice(MLOperand input, List<ulong> starts, List<ulong> sizes, MLOperatorOptions options = null)

Parameters

input MLOperand
starts List<ulong>
sizes List<ulong>
options MLOperatorOptions

Returns

MLOperand

Softmax(MLOperand, ulong, MLOperatorOptions) 

[Value("softmax")]
public MLOperand Softmax(MLOperand input, ulong axis, MLOperatorOptions options = null)

Parameters

input MLOperand
axis ulong
options MLOperatorOptions

Returns

MLOperand

Softplus(MLOperand, MLOperatorOptions) 

[Value("softplus")]
public MLOperand Softplus(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Softsign(MLOperand, MLOperatorOptions) 

[Value("softsign")]
public MLOperand Softsign(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Split(MLOperand, Union227, MLSplitOptions) 

[Value("split")]
public List<MLOperand> Split(MLOperand input, Union227 splits, MLSplitOptions options = null)

Parameters

input MLOperand
splits Union227
options MLSplitOptions

Returns

List<MLOperand>

Sqrt(MLOperand, MLOperatorOptions) 

[Value("sqrt")]
public MLOperand Sqrt(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Sub(MLOperand, MLOperand, MLOperatorOptions) 

[Value("sub")]
public MLOperand Sub(MLOperand a, MLOperand b, MLOperatorOptions options = null)

Parameters

a MLOperand
b MLOperand
options MLOperatorOptions

Returns

MLOperand

Tan(MLOperand, MLOperatorOptions) 

[Value("tan")]
public MLOperand Tan(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Tanh(MLOperand, MLOperatorOptions) 

[Value("tanh")]
public MLOperand Tanh(MLOperand input, MLOperatorOptions options = null)

Parameters

input MLOperand
options MLOperatorOptions

Returns

MLOperand

Transpose(MLOperand, MLTransposeOptions) 

[Value("transpose")]
public MLOperand Transpose(MLOperand input, MLTransposeOptions options = null)

Parameters

input MLOperand
options MLTransposeOptions

Returns

MLOperand

Triangular(MLOperand, MLTriangularOptions) 

[Value("triangular")]
public MLOperand Triangular(MLOperand input, MLTriangularOptions options = null)

Parameters

input MLOperand
options MLTriangularOptions

Returns

MLOperand

Where(MLOperand, MLOperand, MLOperand, MLOperatorOptions) 

[Value("where")]
public MLOperand Where(MLOperand condition, MLOperand trueValue, MLOperand falseValue, MLOperatorOptions options = null)

Parameters

condition MLOperand
trueValue MLOperand
falseValue MLOperand
options MLOperatorOptions

Returns

MLOperand
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