public InputNode DeclareInput(string name, int vectorSize, string copyValueFrom = "")
{
InputNode node = new InputNode();
node.NodeName = name;
node.ResultsDim = vectorSize;
GraphNodeContext.AddNode(node);
return(node);
}
public CopyValueFromNode DeclareCopyFrom(string name, int neuronsSize, string copyFromNodeName)
{
CopyValueFromNode node = new CopyValueFromNode();
node.NodeName = name;
node.ResultsDim = neuronsSize;
node.TargetNodeName = copyFromNodeName;
GraphNodeContext.AddNode(node);
return(node);
}
public MultiplyNode DeclareMultiply(string name, params BaseComputeGraphNode[] parents)
{
MultiplyNode node = new MultiplyNode();
node.NodeName = name;
foreach (var n in parents)
{
node.Prevs.Add(n);
n.Nexts.Add(node);
}
GraphNodeContext.AddNode(node);
return(node);
}
public FCNode DeclareFC(string name, int inputDim, int neuronsSize, BaseComputeGraphNode inputNode)
{
FCNode node = new FCNode(inputDim, neuronsSize);
node.NodeName = name;
foreach (var n in new BaseComputeGraphNode[] { inputNode })
{
node.Prevs.Add(n);
n.Nexts.Add(node);
}
GraphNodeContext.AddNode(node);
return(node);
}
