public static MatMul MatMul(Layer left, Layer right)
{
var leftOutput = left.Outputs.First().Value;
var rightOutput = right.Outputs.First().Value;
var node = new MatMul(leftOutput.Dimensions, rightOutput.Dimensions);
leftOutput.Connect(node.A);
rightOutput.Connect(node.B);
return(node);
}
private static Layer ParseMatMulNode(NodeProto node, Dictionary <string, TensorType> types, Dictionary <string, OutputConnector> outputConns)
{
var aType = types[node.Input[0]];
var bType = types[node.Input[1]];
var layer = new MatMul(aType.Dimensions, bType.Dimensions)
{
Name = node.Name
};
outputConns[node.Input[0]].Connect(layer.A);
outputConns[node.Input[1]].Connect(layer.B);
types.Add(node.Output[0], new TensorType {
ElementType = typeof(double), Dimensions = layer.Y.Dimensions.ToArray()
});
outputConns.Add(node.Output[0], layer.Y);
return(layer);
}
public override void VisitMatAssignOperationElement(MatMul element)
{
//String s=element.getLhs();
VisitElement(element.getRhs());
}
public override void VisitMatAssignOperationElement(MatMul element)
{
VisitElement(element.getRhs());
VisitElement(element.getLhs());
resultMessage += "Processing Matrix Assignment Operation"+"\n";
Thread[] threads=new Thread[resrows];
if (operation.CompareTo("*") == 0)
{
for (int i = 0; i < resrows; i++)
{
ParameterizedThreadStart pts = new ParameterizedThreadStart(threadMul);
threads[i] = new Thread(pts);
threads[i].Start(new ThrInd(i));
}
}
else if (operation.CompareTo("+") == 0)
{
for (int i = 0; i < resrows; i++)
{
ParameterizedThreadStart pts = new ParameterizedThreadStart(threadAdd);
threads[i] = new Thread(pts);
threads[i].Start(new ThrInd(i));
}
}
foreach (Thread t in threads)
{
while (t.IsAlive)
continue;
}
for (int i = 0; i < resrows ; i++)
{
arrvalue += "[";
Console.WriteLine("Arrvalue is{0}",arrvalue);
for (int j = 0; j < rescolumns ; j++)
{
Console.Write("{0} \t",res[i,j]);
resultMessage += string.Format("{0} \t", res[i, j]);
arrvalue += string.Format("{0}",res[i,j]);
if (j + 1 == rescolumns)
{ }
else
arrvalue += ",";
}
arrvalue += "]";
Console.Write("\n");
resultMessage += "\n";
}
Console.WriteLine("Printing value of s in MatAssignOperation: {0} which is {1}",s,arrvalue); // to be removed
arrVariableMap[s] = arrvalue;
arrvalue = "";
}
public abstract void VisitMatAssignOperationElement(MatMul element);