private static LayerVertex Convert(INode node)
{
var layer = default(LayerVertex);
if (Enum.TryParse(node.Properties[nameof(LayerVertex.Kind)].ToString(), out VertexKind kind))
{
switch (kind)
{
case VertexKind.Input:
layer = new InputLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Convolutional:
layer = new ConvolutionalLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Pooling:
layer = new PoolingLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Scaling:
layer = new ScaleLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Dropout:
layer = new DropoutLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.BatchNormalization:
layer = new BatchNormalizationLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Activation:
layer = new ActivationLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Eltwise:
layer = new EltwiseLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Concat:
layer = new ConcatLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.FullyConnected:
layer = new FullyConnectedLayerVertex().Deserialize(node.Properties);
break;
case VertexKind.Softmax:
layer = new SoftmaxLayerVertex().Deserialize(node.Properties);
break;
default:
break;
}
}
return(layer);
}
public LayerBlockBuilder AddScale(ScaleLayerVertex layer)
{
base.AddVertex(layer);
base.AddEdge(_layer.Identifier, layer.Identifier, cycle: true);
return(this);
}
