public override void Compile(AbstractCostFunction lossFunction, AbstractOptimizer optimizer)
{
AbstractLayer previousLayer = null;
// compile each layer and check dimension
// of input and output
//layers.Reverse();
foreach (AbstractLayer layer in layers)
{
previousLayer = layer.Compile(previousLayer);
}
this.lossFunction = lossFunction;
this.optimizer = optimizer;
}
/// <summary> /// Compile model through all layers and check /// dimensions of networks /// </summary> /// <param name="costFunction">Type of cost function which will /// be used for training.</param> /// <param name="optimizer">Type of optimizer which will be used /// for training.</param> public abstract void Compile(AbstractCostFunction costFunction, AbstractOptimizer optimizer);