private IEnumerator Generate2()
{
Debug.Log("Generate2");
var nodes = (from node in FindObjectsOfType <BaseNode>()
where node.gameObject.layer == 0
select node).ToArray();
yield return(null);
StringBuilder script = new StringBuilder();
script.AppendLine("command = TrainConvNet");
script.AppendLine("makeMode = false ; traceLevel = 0; deviceId = \"auto\"");
script.AppendLine("rootDir = \".\"; dataDir = \"$rootDir$\"; modelDir = \"$rootDir$/Models\"");
script.AppendLine("modelPath = \"$modelDir$/test.cmf\"");
script.AppendLine("TrainConvNet = {");
script.AppendLine("\taction = \"train\"");
script.AppendLine("\tBrainScriptNetworkBuilder = {");
InputNode reader = null;
StringBuilder model = new StringBuilder();
string ce = string.Empty;
string errs = string.Empty;
model.AppendLine("model(features) = {");
foreach (var node in nodes)
{
if (node.Last.Count == 0 && node.Next.Count == 0)
{
continue;
}
if (node.Last.Count == 0 && node is InputNode)
{
reader = node as InputNode;
}
else if (node is EvaluationNode)
{
errs = string.Format("errs = {0} ({1}, {2})", node.GetParameters(), "labels", "z");
}
else if (node is CriterionNode)
{
ce = string.Format("ce = {0} ({1}, {2})", node.GetParameters(), "labels", "z");
}
else
{
string layerParam = node.GetParameters();
StringBuilder convLast = new StringBuilder();
if (node.Last.Count > 0)
{
if (node.Last[0] is InputNode)
{
convLast.Append("features");
}
else
{
convLast.Append(node.Last[0].ShortName);
}
for (int i = 1; i < node.Last.Count; i++)
{
if (node.Last[i] is InputNode)
{
convLast.Append(", features");
continue;
}
else
{
convLast.AppendFormat(", {0}", node.Last[i].ShortName);
}
}
}
model.AppendFormat("{0} = {1}{{ {2} }}({3}){4}", node.ShortName, node.GetType().Name, layerParam, convLast.ToString(), Environment.NewLine);
}
yield return(null);
}
script.AppendLine(model.ToString() + "}.z");
script.AppendFormat("\t{0}{1}", reader?.GetFeatures(), Environment.NewLine);
script.AppendFormat("\t{0}{1}", reader?.GetLabels(), Environment.NewLine);
script.AppendLine("\tz = model (features)");
script.AppendLine(ce);
script.AppendLine(errs);
script.AppendLine("\tfeaturesNodes = (features)");
script.AppendLine("\tlabelNodes = (labels)");
script.AppendLine("\tcriterionNodes = (ce)");
script.AppendLine("\tevaluationNodes = (errs)");
script.AppendLine("\toutputNodes = (z)");
script.AppendLine("}");
script.AppendLine("reader = {");
script.AppendLine(reader?.GetParameters());
script.AppendLine("}");
script.Append("}");
yield return(null);
Debug.Log("Generate complate");
//Debug.Log(script.ToString());
codeScreen.GetComponentInChildren <TMPro.TextMeshPro>().text = script.ToString();
generating = false;
}