Conv3D Members

The Conv3D type exposes the following members.

Methods


  Name Description
Public method Equals(System.Object) (Inherited from Object.)
Protected method Finalize (Inherited from Object.)
Public method GetHashCode (Inherited from Object.)
Public method GetType (Inherited from Object.)
Protected method MemberwiseClone (Inherited from Object.)
Public method ToString (Inherited from Object.)

Properties


  Name Description
Public property Act
Activation function to use. If you don't specify anything, no activation is applied (ie. "linear" activation: a(x) = x). OptActivations
Public property BiasInitializer
Initializer for the bias vector. OptInitializers
Public property Channels
Integer, the dimensionality of the output space.
Public property Dialation
A tuple of 3 integers, specifying the dilation rate to use for dilated convolution. Can be a single integer to specify the same value for all spatial dimensions. Currently, specifying any dilation_rate value != 1 is incompatible with specifying any stride value != 1.
Public property KernalSize
A tuple of 3 integers, specifying the depth, height and width of the 3D convolution window. Can be a single integer to specify the same value for all spatial dimensions.
Public property Name
Gets or sets the name of the network layer
(Inherited from LayerConfig.)
Public property Padding
Boolean, if true results in padding the input such that the output has the same length as the original input.
Public property Params
Gets or sets the parameters.
(Inherited from LayerConfig.)
Public property Shape
The 3D input shape.
Public property Strides
A tuple of 3 integers, specifying the strides of the convolution along each spatial dimension. Can be a single integer to specify the same value for all spatial dimensions. Specifying any stride value != 1 is incompatible with specifying any dilation_rate value != 1.
Public property UseBias
Boolean, whether the layer uses a bias vector.
Public property WeightInitializer
Initializer for the kernel weights matrix. OptInitializers