BasicLayer Constructor
Definition
Important
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Initializes a new instance of the BasicLayer class.
public BasicLayer (int inChannels, int outChannels, int depth, int numHeads, int windowSize, double mlpRatio = 4, double dropRatio = 0, int localConvSize = 3, bool useShiftWindow = false, bool useInterpolate = false);new Microsoft.ML.TorchSharp.AutoFormerV2.BasicLayer : int * int * int * int * int * double * double * int * bool * bool -> Microsoft.ML.TorchSharp.AutoFormerV2.BasicLayerPublic Sub New (inChannels As Integer, outChannels As Integer, depth As Integer, numHeads As Integer, windowSize As Integer, Optional mlpRatio As Double = 4, Optional dropRatio As Double = 0, Optional localConvSize As Integer = 3, Optional useShiftWindow As Boolean = false, Optional useInterpolate As Boolean = false)Parameters
- inChannels
- Int32
The input channels.
- outChannels
- Int32
The output channels.
- depth
- Int32
The number of blocks.
- numHeads
- Int32
The number of heads.
- windowSize
- Int32
The size of window.
- mlpRatio
- Double
The ratio of MLP.
- dropRatio
- Double
The ratio of drop.
- localConvSize
- Int32
The size of local convolution.
- useShiftWindow
- Boolean
Whether use shift window.
- useInterpolate
- Boolean
Whether use interpolation.