public void Test_BLAS2_SPMV()
{
ClearBuffer(hiMatrixANN);
ClearBuffer(hiMatrixAPS);
ClearBuffer(hiVectorXN);
ClearBuffer(hiVectorYN);
FillBuffer(hiMatrixANN);
ConverToSymmetric(hiMatrixANN, N);
FillBuffer(hiVectorXN);
FillBuffer(hiVectorYN);
diMatrixA = _gpu.Allocate(hiMatrixAPS);
diVectorYN = _gpu.Allocate(hiVectorYN);
diVectorXN = _gpu.CopyToDevice(hiVectorXN);
// Lower fill mode
PackSymmetricMatrix(hiMatrixANN, hiMatrixAPS, N, cublasFillMode.Lower);
_gpu.CopyToDevice(hiMatrixAPS, diMatrixA);
_gpu.CopyToDevice(hiVectorYN, diVectorYN);
_blas.SPMV(N, Alpha, diMatrixA, diVectorXN, Beta, diVectorYN);
_gpu.CopyFromDevice(diVectorYN, gpuResultN);
for (int i = 0; i < N; i++)
{
double cpuResult = 0.0;
for (int j = 0; j < N; j++)
{
cpuResult += Alpha * hiMatrixANN[GetIndexColumnMajor(i, j, N)] * hiVectorXN[j];
}
cpuResult += Beta * hiVectorYN[i];
Assert.AreEqual(cpuResult, gpuResultN[i]);
}
// Upper fill mode
PackSymmetricMatrix(hiMatrixANN, hiMatrixAPS, N, cublasFillMode.Upper);
_gpu.CopyToDevice(hiMatrixAPS, diMatrixA);
_gpu.CopyToDevice(hiVectorYN, diVectorYN);
_blas.SPMV(N, Alpha, diMatrixA, diVectorXN, Beta, diVectorYN, cublasFillMode.Upper);
_gpu.CopyFromDevice(diVectorYN, gpuResultN);
for (int i = 0; i < N; i++)
{
double cpuResult = 0.0;
for (int j = 0; j < N; j++)
{
cpuResult += Alpha * hiMatrixANN[GetIndexColumnMajor(i, j, N)] * hiVectorXN[j];
}
cpuResult += Beta * hiVectorYN[i];
Assert.AreEqual(cpuResult, gpuResultN[i]);
}
_gpu.FreeAll();
}