Class Dense
Represents a Dense math operation layer which performs a matrix multiplication operation: f(x, w, b) = X x W + B.
This supports numpy-style broadcasting of input tensors.
Inherited Members
Namespace: Unity.Sentis.Layers
Syntax
[Serializable]
public class Dense : FusedActivationConstructors
Dense(String, String, String, String, FusableActivation)
Initializes and returns an instance of Dense math operation layer.
Declaration
public Dense(string name, string input, string weights, string bias, FusableActivation fusedActivation = FusableActivation.None)Parameters
| Type | Name | Description |
|---|---|---|
| String | name | The name to use for the output tensor of the layer. |
| String | input | The name to use for the first input tensor of the layer. |
| String | weights | The name to use for the weights input tensor of the layer. |
| String | bias | The name to use for the bias input tensor of the layer. |
| FusableActivation | fusedActivation | The fusable activation to apply to the output tensor of the layer. |
Methods
Execute(Tensor[], ExecutionContext)
Executes the layer using the operations and variables from the ExecutionContext and returns the output tensor.
If the layer has more than one output, output tensors are saved to variables.
Declaration
public override Tensor Execute(Tensor[] inputTensors, ExecutionContext ctx)Parameters
| Type | Name | Description |
|---|---|---|
| Tensor[] | inputTensors | |
| ExecutionContext | ctx |
Returns
| Type | Description |
|---|---|
| Tensor |