//Matrix multiplication speed test functions
static void TestCppCLIMultiplySpeed(EigenWrapper_CppCLI.MatrixXd A, EigenWrapper_CppCLI.MatrixXd B)
{
EigenWrapper_CppCLI.MatrixXd C;
Stopwatch watch = Stopwatch.StartNew();
for (int i = 0; i < testIterations; i++)
{
C = A * B;
}
watch.Stop();
Console.WriteLine("C++/CLI Eigen matrix multiply test took: " + watch.ElapsedMilliseconds + " ms.");
}
static void Main(string[] args)
{
//Create the test matrices
double[,] A = MatrixMathCS.RandomMatrix(matrixSize, matrixSize, 100, -100);
double[,] B = MatrixMathCS.RandomMatrix(matrixSize, matrixSize, 100, -100);
EigenWrapper.Matrix AMatrix = EigenWrapper.Matrix.RandomMatrix(matrixSize, matrixSize, -100, 100);
EigenWrapper.Matrix BMatrix = EigenWrapper.Matrix.RandomMatrix(matrixSize, matrixSize, -100, 100);
EigenWrapper_CppCLI.MatrixXd matrixA = new EigenWrapper_CppCLI.MatrixXd(matrixSize, matrixSize);
EigenWrapper_CppCLI.MatrixXd matrixB = new EigenWrapper_CppCLI.MatrixXd(matrixSize, matrixSize);
//Run the multiplication speed tests, if requested
if (runMultSpeed)
{
TestCSMultiplySpeed(A, B);
TestCppCLIMultiplySpeed(matrixA, matrixB);
TestEigenMultiplySpeed(A, B);
TestMatrixMultiplySpeed(AMatrix, BMatrix);
}
else
{
Console.WriteLine("Skipping multiplication speed tests...");
}
ConditionalPause();
Console.WriteLine();
//Run the matrix inversion speed tests, if requested
if (runInvSpeed)
{
TestCSInvertSpeed(A);
//CppCLI inverse hasn't been implemented
TestEigenInvertSpeed(A);
TestMatrixInvertSpeed(AMatrix);
}
else
{
Console.WriteLine("Skipping matrix inversion speed tests...");
}
ConditionalPause();
Console.WriteLine();
//Run the method correctness tests, if requested
if (runCorrectness)
{
//Test the correctness of the matrix multiplication
TestMultiplyCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the matrix inverse calculations
TestInverseCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the matrix addition calculations
TestAdditionCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the matrix subtraction calculations
TestSubtractionCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the transpose
TestTransposeCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the matrix * scalar calculation
TestMatrixScalarMultiplyCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the matrix / scalar calculation
TestMatrixScalarDivideCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the matrix * vector calculation
TestMatrixVectorMultiplyCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the determinant calculation
TestMatrixDeterminantCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the has inverse calculation
TestIsInvertableCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the matrix norm calculation
TestMatrixNormCorrectness();
ConditionalPause();
Console.WriteLine();
//Test the correctness of the vector cross product calculation
TestVectorCrossProduct();
ConditionalPause();
Console.WriteLine();
}
else
{
Console.WriteLine("Skipping correctness tests...");
}
Console.WriteLine();
Console.WriteLine("Press enter to exit...");
Console.ReadLine();
}
