Conv2D Members
The Conv2D type exposes the following members.
Constructors
Name | Description | |
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Conv2D()()()() |
Initializes a new instance of the Conv2D class.
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Conv2D(Int32, Tuple<(Of <<'(Int32, Int32>)>>), Tuple<(Of <<'(Int32, Int32>)>>), Boolean, Tuple<(Of <<'(Int32, Int32>)>>), String, Boolean, String, String) |
Initializes a new instance of the Conv2D class.
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Conv2D(Tuple<(Of <<'(Int32, Int32, Int32>)>>), Int32, Tuple<(Of <<'(Int32, Int32>)>>), Tuple<(Of <<'(Int32, Int32>)>>), Boolean, Tuple<(Of <<'(Int32, Int32>)>>), String, Boolean, String, String) |
Initializes a new instance of the Conv2D class.
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Methods
Name | Description | |
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Equals(System.Object) | (Inherited from Object.) |
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Finalize | (Inherited from Object.) |
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GetHashCode | (Inherited from Object.) |
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GetType | (Inherited from Object.) |
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MemberwiseClone | (Inherited from Object.) |
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ToString | (Inherited from Object.) |
Properties
Name | Description | |
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Act |
Activation function to use. If you don't specify anything, no activation is applied (ie. "linear" activation: a(x) = x). OptActivations
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BiasInitializer |
Initializer for the bias vector. OptInitializers
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Channels |
Gets or sets the channels.Integer, the dimensionality of the output space.
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Dialation |
A tuple of 2 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.
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KernalSize |
A tuple of 2 integers, specifying the width and height of the 2D convolution window. Can be a single integer to specify the same value for all spatial dimensions.
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Name |
Gets or sets the name of the network layer
(Inherited from LayerConfig.) |
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Padding |
Boolean, if true results in padding the input such that the output has the same length as the original input.
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Params |
Gets or sets the parameters.
(Inherited from LayerConfig.) |
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Shape |
The 2D input shape
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Strides |
A tuple of 2 integers, specifying the strides of the convolution along the width and height. 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.
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UseBias |
Boolean, whether the layer uses a bias vector.
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WeightInitializer |
Initializer for the kernel weights matrix. OptInitializers
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