AutoFormerV2Backbone Constructor

Definition

Namespace:

Microsoft.ML.TorchSharp.AutoFormerV2

Assembly:

Microsoft.ML.TorchSharp.dll

Package:

Microsoft.ML.TorchSharp v0.21.1

Initializes a new instance of the AutoFormerV2Backbone class.

public AutoFormerV2Backbone (int inChannels = 3, System.Collections.Generic.List<int> embedChannels = default, System.Collections.Generic.List<int> depths = default, System.Collections.Generic.List<int> numHeads = default, System.Collections.Generic.List<int> windowSizes = default, double mlpRatio = 4, double dropRate = 0, double mbconvExpandRatio = 4, System.Collections.Generic.List<int> outIndices = default, bool useShiftWindow = true, bool useInterpolate = false, System.Collections.Generic.List<int> outChannels = default);

new Microsoft.ML.TorchSharp.AutoFormerV2.AutoFormerV2Backbone : int * System.Collections.Generic.List<int> * System.Collections.Generic.List<int> * System.Collections.Generic.List<int> * System.Collections.Generic.List<int> * double * double * double * System.Collections.Generic.List<int> * bool * bool * System.Collections.Generic.List<int> -> Microsoft.ML.TorchSharp.AutoFormerV2.AutoFormerV2Backbone

Public Sub New (Optional inChannels As Integer = 3, Optional embedChannels As List(Of Integer) = Nothing, Optional depths As List(Of Integer) = Nothing, Optional numHeads As List(Of Integer) = Nothing, Optional windowSizes As List(Of Integer) = Nothing, Optional mlpRatio As Double = 4, Optional dropRate As Double = 0, Optional mbconvExpandRatio As Double = 4, Optional outIndices As List(Of Integer) = Nothing, Optional useShiftWindow As Boolean = true, Optional useInterpolate As Boolean = false, Optional outChannels As List(Of Integer) = Nothing)

Parameters

inChannels

Int32

The input channels.

embedChannels

List<Int32>

The embedding channels.

depths

List<Int32>

The number of blocks in each layer.

numHeads

List<Int32>

The number of heads in BasicLayer.

windowSizes

List<Int32>

The sizes of window.

mlpRatio

Double

The ratio of MLP.

dropRate

Double

The ratio of drop.

mbconvExpandRatio

Double

The expand ratio of MBConv.

outIndices

List<Int32>

The indices of output.

useShiftWindow

Boolean

Whether use shift window.

useInterpolate

Boolean

Whether use interpolation.

outChannels

List<Int32>

The channels of each outputs.