Sequential..::..Compile Method (BaseOptimizer, String, String, Regulizers)
Configures the model for training.
Namespace:
SiaNetAssembly: SiaNet (in SiaNet.dll)
Syntax
public void Compile( BaseOptimizer optimizer, string loss, string metric, Regulizers regulizer )
Public Sub Compile ( _ optimizer As BaseOptimizer, _ loss As String, _ metric As String, _ regulizer As Regulizers _ )
public: void Compile( BaseOptimizer^ optimizer, String^ loss, String^ metric, Regulizers^ regulizer )
Parameters
- optimizer
- Type: SiaNet.Model.Optimizers..::..BaseOptimizer
The optimizer function name used for training the model.
- loss
- Type: String
The function name with which the training loss will be minimized.
- metric
- Type: String
The metric name to be evaluated by the model during training and testing.
- regulizer
- Type: SiaNet..::..Regulizers
The regulizer instance to apply penalty on layers parameters.