private static FlowGraph LoadGraph(GraphProto graph)
{
var nodes = new Dictionary <string, Layer>();
var typeDic = new Dictionary <string, TensorType>();
var outputConn = new Dictionary <string, OutputConnector>();
foreach (var init in graph.Initializer)
{
nodes.Add(init.Name, ParseConstantNode(init, typeDic, outputConn));
}
foreach (var input in graph.Input.Where(o => !nodes.ContainsKey(o.Name)))
{
nodes.Add(input.Name, ParseInputVariableNode(input, typeDic, outputConn));
}
foreach (var node in graph.Node)
{
nodes.Add(node.Name, ParseNode(node, typeDic, outputConn));
}
return(FlowGraph.From(outputConn[graph.Output[0].Name]));
}