inline
void ger (CBLAS_ORDER const Order, int const M, int const N,
double const alpha, double const* X, int const incX,
double const* Y, int const incY, double* A, int const lda)
{
cblas_dger (Order, M, N, alpha, X, incX, Y, incY, A, lda);
}
void get_class(crbm *m, double *h, double *py, int batch_size){
int i;
double sum;
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasNoTrans,
batch_size, m->ncat, m->nhidden,
1.0, h, m->nhidden, m->u, m->ncat,
0, py, m->ncat);
cblas_dger(CblasRowMajor, batch_size, m->ncat, 1,
I, 1, m->by, 1, py, m->ncat);
for(i = 0; i < batch_size * m->ncat; i++){
py[i] = exp(py[i]);
}
//sum
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasNoTrans,
batch_size, 1, m->ncat,
1, py, m->ncat, I, 1,
0, a, 1);
for(i = 0; i < batch_size; i++){
cblas_dscal(m->ncat, 1.0 / a[i], py + i * m->ncat, 1);
//printf("sum:%.2lf\n", cblas_dasum(m->ncat, py + i * m->ncat, 1));
}
}
/// Deadzone Damped Pseudoinverse
void aa_la_dzdpinv( size_t m, size_t n, double s2_min, const double *A, double *A_star ) {
// A^T (AA^T + kI)^{-1}
// A is m*n
// x = Aq, x is m, q is n
const int mi = (int)m;
const int ni = (int)n;
// This method uses the SVD
double *W = (double*)aa_mem_region_local_alloc( sizeof(double) *
(m*m + n*n + AA_MIN(m,n)) );
double *U = W; // size m*m
double *Vt = U + m*m; // size n*n
double *S = Vt + n*n; // size min(m,n)
// A = U S V^T
aa_la_svd(m,n,A,U,S,Vt);
memset( A_star, 0, sizeof(double)*m*n );
// \sum s_i/(s_i**2+k) * v_i * u_i^T
for( size_t i = 0; i < AA_MIN(m,n); i ++ ) {
double s2 = AA_MAX( (S[i]*S[i]), s2_min );
cblas_dger( CblasColMajor, ni, mi, S[i] / s2,
Vt + i, ni,
U + m*i, 1,
A_star, ni
);
}
aa_mem_region_local_pop( W );
}
void THBlas_(ger)(long m, long n, real alpha, real *x, long incx, real *y, long incy, real *a, long lda)
{
if(n == 1)
lda = m;
#if defined(USE_BLAS) && (defined(TH_REAL_IS_DOUBLE) || defined(TH_REAL_IS_FLOAT))
if( (m <= INT_MAX) && (n <= INT_MAX) && (lda <= INT_MAX) && (incx <= INT_MAX) && (incy <= INT_MAX) )
{
int i_m = (int)m;
int i_n = (int)n;
int i_lda = (int)lda;
int i_incx = (int)incx;
int i_incy = (int)incy;
#if defined(TH_REAL_IS_DOUBLE)
cblas_dger(CblasColMajor, i_m, i_n, alpha, x, i_incx, y, i_incy, a, i_lda);
#else
cblas_sger(CblasColMajor, i_m, i_n, alpha, x, i_incx, y, i_incy, a, i_lda);
#endif
return;
}
#endif
{
long i, j;
for(j = 0; j < n; j++)
{
real *column_ = a+j*lda;
real z = alpha*y[j*incy];
for(i = 0; i < m; i++)
column_[i] += z*x[i*incx] ;
}
}
}
static inline void compute_gemm_blas2(CMDOptions * options, double * C, double * A, double * B)
{
for(int i = 0;i < options->k; ++i) {
cblas_dger(CblasRowMajor, options->m, options->n, 1.0, &A[i], options->k, &B[i*options->n],
1, C, options->n);
}
}
void THBlas_outerProduct(long nRow, long nColumn, real alpha, real *x, long xStride, real *y, long yStride, real *m, long mStride)
{
if(nColumn == 1)
mStride = nRow;
#if USE_CBLAS
if( (nRow < INT_MAX) && (nColumn < INT_MAX) && (mStride < INT_MAX) && (xStride < INT_MAX) && (yStride < INT_MAX) )
{
#ifdef USE_DOUBLE
cblas_dger(CblasColMajor, nRow, nColumn, alpha, x, xStride, y, yStride, m, mStride);
#else
cblas_sger(CblasColMajor, nRow, nColumn, alpha, x, xStride, y, yStride, m, mStride);
#endif
return;
}
#endif
{
long r, c;
for(c = 0; c < nColumn; c++)
{
real *column_ = m+c*mStride;
real z = alpha*y[c*yStride];
for(r = 0; r < nRow; r++)
column_[r] += z*x[r*xStride] ;
}
}
}
void blas2_inner_product(double *A, double *B, double *C, int m, int k, int n) {
//http://www.cs.utexas.edu/users/flame/pubs/SUMMA2d3dTOMS.pdf
//https://software.intel.com/en-us/node/520751#94156EDE-4ADD-4830-940E-1CA5688ABE88
for (int row = 0; row < k; ++row) {
cblas_dger(CblasColMajor, m, n, 1, &(A[row*m]), 1, &(B[row]), k, C, m);
}
}
/*
* Class: com_intel_analytics_bigdl_mkl_MKL
* Method: vdger
* Signature: (I[DII[DII)V
*/
JNIEXPORT void JNICALL Java_com_intel_analytics_bigdl_mkl_MKL_vdger
(JNIEnv * env, jclass cls, jint m, jint n, jdouble alpha, jdoubleArray x, jint xOffset,
jint incx, jdoubleArray y, jint yOffset, jint incy, jdoubleArray a, jint aOffset, jint lda) {
jdouble * jni_x = (*env)->GetPrimitiveArrayCritical(env, x, JNI_FALSE);
jdouble * jni_y = (*env)->GetPrimitiveArrayCritical(env, y, JNI_FALSE);
jdouble * jni_a = (*env)->GetPrimitiveArrayCritical(env, a, JNI_FALSE);
cblas_dger(CblasColMajor, m, n, alpha, jni_x + xOffset, incx, jni_y + yOffset, incy, jni_a + aOffset, lda);
(*env)->ReleasePrimitiveArrayCritical(env, a, jni_a, 0);
(*env)->ReleasePrimitiveArrayCritical(env, y, jni_y, 0);
(*env)->ReleasePrimitiveArrayCritical(env, x, jni_x, 0);
}
JNIEXPORT void JNICALL Java_uncomplicate_neanderthal_CBLAS_dger
(JNIEnv *env, jclass clazz,
jint Order,
jint M, jint N,
jdouble alpha,
jobject X, jint offsetX, jint incX,
jobject Y, jint offsetY, jint incY,
jobject A, jint offsetA, jint lda) {
double *cX = (double *) (*env)->GetDirectBufferAddress(env, X);
double *cY = (double *) (*env)->GetDirectBufferAddress(env, Y);
double *cA = (double *) (*env)->GetDirectBufferAddress(env, A);
cblas_dger(Order, M, N, alpha, cX + offsetX, incX, cY + offsetY, incY, cA + offsetA, lda);
};
void get_visible(crbm *m, double *h, double *pv, int batch_size){
int i;
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasNoTrans,
batch_size, m->nvisible, m->nhidden,
1.0, h, m->nhidden, m->w, m->nvisible,
0, pv, m->nvisible);
cblas_dger(CblasRowMajor, batch_size, m->nvisible, 1,
I, 1, m->bv, 1, pv, m->nvisible);
for(i = 0; i < batch_size * m->nvisible; i++){
pv[i] = sigmoid(pv[i]);
}
}
void F77_dger(int *order, int *m, int *n, double *alpha, double *x, int *incx,
double *y, int *incy, double *a, int *lda ) {
double *A;
int i,j,LDA;
if (*order == TEST_ROW_MJR) {
LDA = *n+1;
A = ( double* )malloc( (*m)*LDA*sizeof( double ) );
for( i=0; i<*m; i++ ) {
for( j=0; j<*n; j++ )
A[ LDA*i+j ]=a[ (*lda)*j+i ];
}
cblas_dger(CblasRowMajor, *m, *n, *alpha, x, *incx, y, *incy, A, LDA );
for( i=0; i<*m; i++ )
for( j=0; j<*n; j++ )
a[ (*lda)*j+i ]=A[ LDA*i+j ];
free(A);
}
else
cblas_dger( CblasColMajor, *m, *n, *alpha, x, *incx, y, *incy, a, *lda );
}
void EncoderLayer::getHFromX(double *x, double *h, int size){
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasNoTrans,
size, numOut, numIn,
1, x, numIn, w, numOut,
0, h, numOut);
cblas_dger(CblasRowMajor, size, numOut,
1.0, I(), 1, b, 1, h, numOut);
if(binOut){
for(int i = 0; i < size * numOut; i++){
h[i] = sigmoid(h[i]);
}
}
}
void EncoderLayer::getYFromH(double *h, double *y, int size){
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasTrans,
size, numIn, numOut,
1, h, numOut, w, numOut,
0, y, numIn);
cblas_dger(CblasRowMajor, size, numIn,
1.0, I(), 1, c, 1, y, numIn);
if(binIn){
for(int i = 0; i < size * numIn; i++){
y[i] = sigmoid(y[i]);
}
}
}
void get_reconstruct_input(const da *m, const double *x,
double *y, const int batch_size){
int i;
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasNoTrans,
batch_size, m->n_in, m->n_out,
1, x, m->n_out, m->W, m->n_in,
0, y, m->n_in);
cblas_dger(CblasColMajor, batch_size, m->n_in,
1.0, m->c, 1, Ivec, 1, y, m->n_in);
/* TODO */
for(i = 0; i < batch_size*m->n_in; i++){
y[i] = sigmoid(y[i]);
}
}
void test_dger2()
{
const size_t m=35, n=45;
double a[m*n];
double b[m*n];
double x[m];
double y[n];
size_t i;
for(i=0; i<m*n; i++) b[i]=a[i]=i;
for(i=0; i<m; i++) x[i]=i+m*n;
for(i=0; i<n; i++) y[i]=i*i;
my_dger(CblasRowMajor,m,n,2.0,x,1,y,1,a,n);
cblas_dger(CblasRowMajor,m,n,2.0,x,1,y,1,b,n);
for(i=0; i<m*n; i++){
assert(a[i]==b[i]);
}
}
void test_dger()
{
const size_t m=3, n=4;
double a[3*4]={
1,2,3,4,
5,6,7,8,
9,10,11,12
};
double b[3*4];
double x[3]={2,3,4};
double y[4]={7,6,4,5};
size_t i;
for(i=0; i<m*n; i++) b[i]=a[i];
my_dger(CblasRowMajor,m,n,2.0,x,1,y,1,a,n);
cblas_dger(CblasRowMajor,m,n,2.0,x,1,y,1,b,n);
for(i=0; i<m*n; i++){
assert(a[i]==b[i]);
}
}
void get_hidden(crbm *m, double *v, double *y, double *ph, int batch_size){
int i;
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasTrans,
batch_size, m->nhidden, m->nvisible,
1, v, m->nvisible, m->w, m->nvisible,
0, ph, m->nhidden);
cblas_dgemm(CblasRowMajor, CblasNoTrans, CblasTrans,
batch_size, m->nhidden, m->ncat,
1, y, m->ncat, m->u, m->ncat,
1, ph, m->nhidden);
cblas_dger(CblasRowMajor, batch_size, m->nhidden, 1,
I, 1, m->bh, 1, ph, m->nhidden);
for(i = 0; i < batch_size * m->nhidden; i++){
ph[i] = sigmoid(ph[i]);
}
}
// computes means of the rows of A, subtracts them from A, and returns them in meanVec on the root process
// assumes memory has already been allocated for meanVec
void computeAndSubtractRowMeans(double *localRowChunk, double *meanVec, distMatrixInfo *matInfo) {
int mpi_rank = matInfo->mpi_rank;
int numcols = matInfo->numcols;
int localrows = matInfo->localrows;
int * rowcounts = matInfo->rowcounts;
int * rowoffsets = matInfo->rowoffsets;
MPI_Comm *comm = matInfo->comm;
double *onesVec = (double *) malloc( numcols * sizeof(double));
double *localMeanVec = (double *) malloc( localrows * sizeof(double));
for(int idx = 0; idx < numcols; idx = idx + 1) {
onesVec[idx]=1;
}
cblas_dgemv(CblasRowMajor, CblasNoTrans, localrows, numcols, 1.0/((double)numcols), localRowChunk, numcols, onesVec, 1, 0, localMeanVec, 1);
cblas_dger(CblasRowMajor, localrows, numcols, -1.0, localMeanVec, 1, onesVec, 1, localRowChunk, numcols);
if (mpi_rank != 0) {
MPI_Gatherv(localMeanVec, localrows, MPI_DOUBLE, NULL, NULL, NULL, MPI_DOUBLE, 0, *comm);
} else {
MPI_Gatherv(localMeanVec, localrows, MPI_DOUBLE, meanVec, rowcounts, rowoffsets, MPI_DOUBLE, 0, *comm);
}
free(onesVec);
free(localMeanVec);
}
void
test_ger (void) {
const double flteps = 1e-4, dbleps = 1e-6;
{
int order = 101;
int M = 1;
int N = 1;
int lda = 1;
float alpha = 1.0f;
float A[] = { -0.515f };
float X[] = { 0.611f };
int incX = -1;
float Y[] = { -0.082f };
int incY = -1;
float A_expected[] = { -0.565102f };
cblas_sger(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[i], A_expected[i], flteps, "sger(case 1390)");
}
};
};
{
int order = 102;
int M = 1;
int N = 1;
int lda = 1;
float alpha = 1.0f;
float A[] = { -0.515f };
float X[] = { 0.611f };
int incX = -1;
float Y[] = { -0.082f };
int incY = -1;
float A_expected[] = { -0.565102f };
cblas_sger(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[i], A_expected[i], flteps, "sger(case 1391)");
}
};
};
{
int order = 101;
int M = 1;
int N = 1;
int lda = 1;
double alpha = 1;
double A[] = { -0.809 };
double X[] = { -0.652 };
int incX = -1;
double Y[] = { 0.712 };
int incY = -1;
double A_expected[] = { -1.273224 };
cblas_dger(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[i], A_expected[i], dbleps, "dger(case 1392)");
}
};
};
{
int order = 102;
int M = 1;
int N = 1;
int lda = 1;
double alpha = 1;
double A[] = { -0.809 };
double X[] = { -0.652 };
int incX = -1;
double Y[] = { 0.712 };
int incY = -1;
double A_expected[] = { -1.273224 };
cblas_dger(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[i], A_expected[i], dbleps, "dger(case 1393)");
}
};
};
{
int order = 101;
int M = 1;
int N = 1;
int lda = 1;
float alpha[2] = {0.0f, 0.0f};
float A[] = { -0.651f, 0.856f };
float X[] = { -0.38f, -0.235f };
int incX = -1;
float Y[] = { -0.627f, 0.757f };
int incY = -1;
float A_expected[] = { -0.651f, 0.856f };
cblas_cgeru(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], flteps, "cgeru(case 1394) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], flteps, "cgeru(case 1394) imag");
};
};
};
{
int order = 101;
int M = 1;
int N = 1;
int lda = 1;
float alpha[2] = {0.0f, 0.0f};
float A[] = { -0.651f, 0.856f };
float X[] = { -0.38f, -0.235f };
int incX = -1;
float Y[] = { -0.627f, 0.757f };
int incY = -1;
float A_expected[] = { -0.651f, 0.856f };
cblas_cgerc(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], flteps, "cgerc(case 1395) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], flteps, "cgerc(case 1395) imag");
};
};
};
{
int order = 102;
int M = 1;
int N = 1;
int lda = 1;
float alpha[2] = {0.0f, 0.0f};
float A[] = { -0.651f, 0.856f };
float X[] = { -0.38f, -0.235f };
int incX = -1;
float Y[] = { -0.627f, 0.757f };
int incY = -1;
float A_expected[] = { -0.651f, 0.856f };
cblas_cgeru(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], flteps, "cgeru(case 1396) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], flteps, "cgeru(case 1396) imag");
};
};
};
{
int order = 102;
int M = 1;
int N = 1;
int lda = 1;
float alpha[2] = {0.0f, 0.0f};
float A[] = { -0.651f, 0.856f };
float X[] = { -0.38f, -0.235f };
int incX = -1;
float Y[] = { -0.627f, 0.757f };
int incY = -1;
float A_expected[] = { -0.651f, 0.856f };
cblas_cgerc(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], flteps, "cgerc(case 1397) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], flteps, "cgerc(case 1397) imag");
};
};
};
{
int order = 101;
int M = 1;
int N = 1;
int lda = 1;
double alpha[2] = {-1, 0};
double A[] = { -0.426, 0.757 };
double X[] = { -0.579, -0.155 };
int incX = -1;
double Y[] = { 0.831, 0.035 };
int incY = -1;
double A_expected[] = { 0.049724, 0.90607 };
cblas_zgeru(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], dbleps, "zgeru(case 1398) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], dbleps, "zgeru(case 1398) imag");
};
};
};
{
int order = 101;
int M = 1;
int N = 1;
int lda = 1;
double alpha[2] = {-1, 0};
double A[] = { -0.426, 0.757 };
double X[] = { -0.579, -0.155 };
int incX = -1;
double Y[] = { 0.831, 0.035 };
int incY = -1;
double A_expected[] = { 0.060574, 0.86554 };
cblas_zgerc(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], dbleps, "zgerc(case 1399) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], dbleps, "zgerc(case 1399) imag");
};
};
};
{
int order = 102;
int M = 1;
int N = 1;
int lda = 1;
double alpha[2] = {-1, 0};
double A[] = { -0.426, 0.757 };
double X[] = { -0.579, -0.155 };
int incX = -1;
double Y[] = { 0.831, 0.035 };
int incY = -1;
double A_expected[] = { 0.049724, 0.90607 };
cblas_zgeru(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], dbleps, "zgeru(case 1400) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], dbleps, "zgeru(case 1400) imag");
};
};
};
{
int order = 102;
int M = 1;
int N = 1;
int lda = 1;
double alpha[2] = {-1, 0};
double A[] = { -0.426, 0.757 };
double X[] = { -0.579, -0.155 };
int incX = -1;
double Y[] = { 0.831, 0.035 };
int incY = -1;
double A_expected[] = { 0.060574, 0.86554 };
cblas_zgerc(order, M, N, alpha, X, incX, Y, incY, A, lda);
{
int i;
for (i = 0; i < 1; i++) {
gsl_test_rel(A[2*i], A_expected[2*i], dbleps, "zgerc(case 1401) real");
gsl_test_rel(A[2*i+1], A_expected[2*i+1], dbleps, "zgerc(case 1401) imag");
};
};
};
}
void F77_d2chke(char *rout) {
char *sf = ( rout ) ;
double A[2] = {0.0,0.0},
X[2] = {0.0,0.0},
Y[2] = {0.0,0.0},
ALPHA=0.0, BETA=0.0;
extern int cblas_info, cblas_lerr, cblas_ok;
extern int RowMajorStrg;
extern char *cblas_rout;
if (link_xerbla) /* call these first to link */
{
cblas_xerbla(cblas_info,cblas_rout,"");
F77_xerbla(cblas_rout,&cblas_info);
}
cblas_ok = TRUE ;
cblas_lerr = PASSED ;
if (strncmp( sf,"cblas_dgemv",11)==0) {
cblas_rout = "cblas_dgemv";
cblas_info = 1;
cblas_dgemv(INVALID, CblasNoTrans, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dgemv(CblasColMajor, INVALID, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dgemv(CblasColMajor, CblasNoTrans, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dgemv(CblasColMajor, CblasNoTrans, 0, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = FALSE;
cblas_dgemv(CblasColMajor, CblasNoTrans, 2, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = FALSE;
cblas_dgemv(CblasColMajor, CblasNoTrans, 0, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 12; RowMajorStrg = FALSE;
cblas_dgemv(CblasColMajor, CblasNoTrans, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE; RowMajorStrg = TRUE;
cblas_dgemv(CblasRowMajor, INVALID, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dgemv(CblasRowMajor, CblasNoTrans, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dgemv(CblasRowMajor, CblasNoTrans, 0, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = TRUE;
cblas_dgemv(CblasRowMajor, CblasNoTrans, 0, 2,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = TRUE;
cblas_dgemv(CblasRowMajor, CblasNoTrans, 0, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 12; RowMajorStrg = TRUE;
cblas_dgemv(CblasRowMajor, CblasNoTrans, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dgbmv",11)==0) {
cblas_rout = "cblas_dgbmv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dgbmv(INVALID, CblasNoTrans, 0, 0, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, INVALID, 0, 0, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, CblasNoTrans, INVALID, 0, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, CblasNoTrans, 0, INVALID, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, CblasNoTrans, 0, 0, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, CblasNoTrans, 2, 0, 0, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, CblasNoTrans, 0, 0, 1, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 11; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, CblasNoTrans, 0, 0, 0, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 14; RowMajorStrg = FALSE;
cblas_dgbmv(CblasColMajor, CblasNoTrans, 0, 0, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, INVALID, 0, 0, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, CblasNoTrans, INVALID, 0, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, CblasNoTrans, 0, INVALID, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, CblasNoTrans, 0, 0, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, CblasNoTrans, 2, 0, 0, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, CblasNoTrans, 0, 0, 1, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 11; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, CblasNoTrans, 0, 0, 0, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 14; RowMajorStrg = TRUE;
cblas_dgbmv(CblasRowMajor, CblasNoTrans, 0, 0, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dsymv",11)==0) {
cblas_rout = "cblas_dsymv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dsymv(INVALID, CblasUpper, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dsymv(CblasColMajor, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dsymv(CblasColMajor, CblasUpper, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dsymv(CblasColMajor, CblasUpper, 2,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dsymv(CblasColMajor, CblasUpper, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 11; RowMajorStrg = FALSE;
cblas_dsymv(CblasColMajor, CblasUpper, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dsymv(CblasRowMajor, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dsymv(CblasRowMajor, CblasUpper, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dsymv(CblasRowMajor, CblasUpper, 2,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dsymv(CblasRowMajor, CblasUpper, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 11; RowMajorStrg = TRUE;
cblas_dsymv(CblasRowMajor, CblasUpper, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dsbmv",11)==0) {
cblas_rout = "cblas_dsbmv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dsbmv(INVALID, CblasUpper, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dsbmv(CblasColMajor, INVALID, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dsbmv(CblasColMajor, CblasUpper, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dsbmv(CblasColMajor, CblasUpper, 0, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = FALSE;
cblas_dsbmv(CblasColMajor, CblasUpper, 0, 1,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = FALSE;
cblas_dsbmv(CblasColMajor, CblasUpper, 0, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 12; RowMajorStrg = FALSE;
cblas_dsbmv(CblasColMajor, CblasUpper, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dsbmv(CblasRowMajor, INVALID, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dsbmv(CblasRowMajor, CblasUpper, INVALID, 0,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dsbmv(CblasRowMajor, CblasUpper, 0, INVALID,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = TRUE;
cblas_dsbmv(CblasRowMajor, CblasUpper, 0, 1,
ALPHA, A, 1, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = TRUE;
cblas_dsbmv(CblasRowMajor, CblasUpper, 0, 0,
ALPHA, A, 1, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 12; RowMajorStrg = TRUE;
cblas_dsbmv(CblasRowMajor, CblasUpper, 0, 0,
ALPHA, A, 1, X, 1, BETA, Y, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dspmv",11)==0) {
cblas_rout = "cblas_dspmv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dspmv(INVALID, CblasUpper, 0,
ALPHA, A, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dspmv(CblasColMajor, INVALID, 0,
ALPHA, A, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dspmv(CblasColMajor, CblasUpper, INVALID,
ALPHA, A, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = FALSE;
cblas_dspmv(CblasColMajor, CblasUpper, 0,
ALPHA, A, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = FALSE;
cblas_dspmv(CblasColMajor, CblasUpper, 0,
ALPHA, A, X, 1, BETA, Y, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dspmv(CblasRowMajor, INVALID, 0,
ALPHA, A, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dspmv(CblasRowMajor, CblasUpper, INVALID,
ALPHA, A, X, 1, BETA, Y, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = TRUE;
cblas_dspmv(CblasRowMajor, CblasUpper, 0,
ALPHA, A, X, 0, BETA, Y, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = TRUE;
cblas_dspmv(CblasRowMajor, CblasUpper, 0,
ALPHA, A, X, 1, BETA, Y, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dtrmv",11)==0) {
cblas_rout = "cblas_dtrmv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dtrmv(INVALID, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dtrmv(CblasColMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dtrmv(CblasColMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dtrmv(CblasColMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = FALSE;
cblas_dtrmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = FALSE;
cblas_dtrmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 2, A, 1, X, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = FALSE;
cblas_dtrmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dtrmv(CblasRowMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dtrmv(CblasRowMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dtrmv(CblasRowMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = TRUE;
cblas_dtrmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = TRUE;
cblas_dtrmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 2, A, 1, X, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = TRUE;
cblas_dtrmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dtbmv",11)==0) {
cblas_rout = "cblas_dtbmv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dtbmv(INVALID, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dtbmv(CblasColMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dtbmv(CblasColMajor, CblasUpper, INVALID,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dtbmv(CblasColMajor, CblasUpper, CblasNoTrans,
INVALID, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = FALSE;
cblas_dtbmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dtbmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dtbmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 1, A, 1, X, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = FALSE;
cblas_dtbmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dtbmv(CblasRowMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dtbmv(CblasRowMajor, CblasUpper, INVALID,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dtbmv(CblasRowMajor, CblasUpper, CblasNoTrans,
INVALID, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = TRUE;
cblas_dtbmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dtbmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dtbmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 1, A, 1, X, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = TRUE;
cblas_dtbmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dtpmv",11)==0) {
cblas_rout = "cblas_dtpmv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dtpmv(INVALID, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dtpmv(CblasColMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dtpmv(CblasColMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dtpmv(CblasColMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = FALSE;
cblas_dtpmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dtpmv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, X, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dtpmv(CblasRowMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dtpmv(CblasRowMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dtpmv(CblasRowMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = TRUE;
cblas_dtpmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dtpmv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, X, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dtrsv",11)==0) {
cblas_rout = "cblas_dtrsv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dtrsv(INVALID, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dtrsv(CblasColMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dtrsv(CblasColMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dtrsv(CblasColMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = FALSE;
cblas_dtrsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = FALSE;
cblas_dtrsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 2, A, 1, X, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = FALSE;
cblas_dtrsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dtrsv(CblasRowMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dtrsv(CblasRowMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dtrsv(CblasRowMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = TRUE;
cblas_dtrsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 7; RowMajorStrg = TRUE;
cblas_dtrsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 2, A, 1, X, 1 );
chkxer();
cblas_info = 9; RowMajorStrg = TRUE;
cblas_dtrsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, 1, X, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dtbsv",11)==0) {
cblas_rout = "cblas_dtbsv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dtbsv(INVALID, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dtbsv(CblasColMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dtbsv(CblasColMajor, CblasUpper, INVALID,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dtbsv(CblasColMajor, CblasUpper, CblasNoTrans,
INVALID, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = FALSE;
cblas_dtbsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dtbsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dtbsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 1, A, 1, X, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = FALSE;
cblas_dtbsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dtbsv(CblasRowMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dtbsv(CblasRowMajor, CblasUpper, INVALID,
CblasNonUnit, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dtbsv(CblasRowMajor, CblasUpper, CblasNoTrans,
INVALID, 0, 0, A, 1, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = TRUE;
cblas_dtbsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, 0, A, 1, X, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dtbsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, INVALID, A, 1, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dtbsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 1, A, 1, X, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = TRUE;
cblas_dtbsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, 0, A, 1, X, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dtpsv",11)==0) {
cblas_rout = "cblas_dtpsv";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dtpsv(INVALID, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dtpsv(CblasColMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dtpsv(CblasColMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = FALSE;
cblas_dtpsv(CblasColMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = FALSE;
cblas_dtpsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dtpsv(CblasColMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, X, 0 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dtpsv(CblasRowMajor, INVALID, CblasNoTrans,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dtpsv(CblasRowMajor, CblasUpper, INVALID,
CblasNonUnit, 0, A, X, 1 );
chkxer();
cblas_info = 4; RowMajorStrg = TRUE;
cblas_dtpsv(CblasRowMajor, CblasUpper, CblasNoTrans,
INVALID, 0, A, X, 1 );
chkxer();
cblas_info = 5; RowMajorStrg = TRUE;
cblas_dtpsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, INVALID, A, X, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dtpsv(CblasRowMajor, CblasUpper, CblasNoTrans,
CblasNonUnit, 0, A, X, 0 );
chkxer();
} else if (strncmp( sf,"cblas_dger",10)==0) {
cblas_rout = "cblas_dger";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dger(INVALID, 0, 0, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dger(CblasColMajor, INVALID, 0, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dger(CblasColMajor, 0, INVALID, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dger(CblasColMajor, 0, 0, ALPHA, X, 0, Y, 1, A, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dger(CblasColMajor, 0, 0, ALPHA, X, 1, Y, 0, A, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = FALSE;
cblas_dger(CblasColMajor, 2, 0, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dger(CblasRowMajor, INVALID, 0, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dger(CblasRowMajor, 0, INVALID, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dger(CblasRowMajor, 0, 0, ALPHA, X, 0, Y, 1, A, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dger(CblasRowMajor, 0, 0, ALPHA, X, 1, Y, 0, A, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = TRUE;
cblas_dger(CblasRowMajor, 0, 2, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
} else if (strncmp( sf,"cblas_dsyr2",11)==0) {
cblas_rout = "cblas_dsyr2";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dsyr2(INVALID, CblasUpper, 0, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dsyr2(CblasColMajor, INVALID, 0, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dsyr2(CblasColMajor, CblasUpper, INVALID, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dsyr2(CblasColMajor, CblasUpper, 0, ALPHA, X, 0, Y, 1, A, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dsyr2(CblasColMajor, CblasUpper, 0, ALPHA, X, 1, Y, 0, A, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = FALSE;
cblas_dsyr2(CblasColMajor, CblasUpper, 2, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dsyr2(CblasRowMajor, INVALID, 0, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dsyr2(CblasRowMajor, CblasUpper, INVALID, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dsyr2(CblasRowMajor, CblasUpper, 0, ALPHA, X, 0, Y, 1, A, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dsyr2(CblasRowMajor, CblasUpper, 0, ALPHA, X, 1, Y, 0, A, 1 );
chkxer();
cblas_info = 10; RowMajorStrg = TRUE;
cblas_dsyr2(CblasRowMajor, CblasUpper, 2, ALPHA, X, 1, Y, 1, A, 1 );
chkxer();
} else if (strncmp( sf,"cblas_dspr2",11)==0) {
cblas_rout = "cblas_dspr2";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dspr2(INVALID, CblasUpper, 0, ALPHA, X, 1, Y, 1, A );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dspr2(CblasColMajor, INVALID, 0, ALPHA, X, 1, Y, 1, A );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dspr2(CblasColMajor, CblasUpper, INVALID, ALPHA, X, 1, Y, 1, A );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dspr2(CblasColMajor, CblasUpper, 0, ALPHA, X, 0, Y, 1, A );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dspr2(CblasColMajor, CblasUpper, 0, ALPHA, X, 1, Y, 0, A );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dspr2(CblasRowMajor, INVALID, 0, ALPHA, X, 1, Y, 1, A );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dspr2(CblasRowMajor, CblasUpper, INVALID, ALPHA, X, 1, Y, 1, A );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dspr2(CblasRowMajor, CblasUpper, 0, ALPHA, X, 0, Y, 1, A );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dspr2(CblasRowMajor, CblasUpper, 0, ALPHA, X, 1, Y, 0, A );
chkxer();
} else if (strncmp( sf,"cblas_dsyr",10)==0) {
cblas_rout = "cblas_dsyr";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dsyr(INVALID, CblasUpper, 0, ALPHA, X, 1, A, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dsyr(CblasColMajor, INVALID, 0, ALPHA, X, 1, A, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dsyr(CblasColMajor, CblasUpper, INVALID, ALPHA, X, 1, A, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dsyr(CblasColMajor, CblasUpper, 0, ALPHA, X, 0, A, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = FALSE;
cblas_dsyr(CblasColMajor, CblasUpper, 2, ALPHA, X, 1, A, 1 );
chkxer();
cblas_info = 2; RowMajorStrg = TRUE;
cblas_dsyr(CblasRowMajor, INVALID, 0, ALPHA, X, 1, A, 1 );
chkxer();
cblas_info = 3; RowMajorStrg = TRUE;
cblas_dsyr(CblasRowMajor, CblasUpper, INVALID, ALPHA, X, 1, A, 1 );
chkxer();
cblas_info = 6; RowMajorStrg = TRUE;
cblas_dsyr(CblasRowMajor, CblasUpper, 0, ALPHA, X, 0, A, 1 );
chkxer();
cblas_info = 8; RowMajorStrg = TRUE;
cblas_dsyr(CblasRowMajor, CblasUpper, 2, ALPHA, X, 1, A, 1 );
chkxer();
} else if (strncmp( sf,"cblas_dspr",10)==0) {
cblas_rout = "cblas_dspr";
cblas_info = 1; RowMajorStrg = FALSE;
cblas_dspr(INVALID, CblasUpper, 0, ALPHA, X, 1, A );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dspr(CblasColMajor, INVALID, 0, ALPHA, X, 1, A );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dspr(CblasColMajor, CblasUpper, INVALID, ALPHA, X, 1, A );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dspr(CblasColMajor, CblasUpper, 0, ALPHA, X, 0, A );
chkxer();
cblas_info = 2; RowMajorStrg = FALSE;
cblas_dspr(CblasColMajor, INVALID, 0, ALPHA, X, 1, A );
chkxer();
cblas_info = 3; RowMajorStrg = FALSE;
cblas_dspr(CblasColMajor, CblasUpper, INVALID, ALPHA, X, 1, A );
chkxer();
cblas_info = 6; RowMajorStrg = FALSE;
cblas_dspr(CblasColMajor, CblasUpper, 0, ALPHA, X, 0, A );
chkxer();
}
if (cblas_ok == TRUE)
printf(" %-12s PASSED THE TESTS OF ERROR-EXITS\n", cblas_rout);
else
printf("******* %s FAILED THE TESTS OF ERROR-EXITS *******\n",cblas_rout);
}
void My_dger(double alpha, const gsl_vector * x, const gsl_vector * y, gsl_matrix * A)
{
cblas_dger(CblasRowMajor, A->size1, A->size2, alpha, x->data, x->stride, y->data, y->stride, A->data, A->tda);
}
inline void blas_ger(size_t n1, size_t n2, double alpha, double* a, double* b, double* c) {
cblas_dger(CblasRowMajor, n1, n2, alpha, a, 1, b, 1, c, n2);
}
// Update inverse a1 after column in matrix a has changed
// get new column out of array1 newCol
//
// a1= old inverse
// newCol = new column lCol in the new matrix a_new
// returns Det(a_old)/Det(a_new)
doublevar InverseUpdateColumn(Array2 <doublevar> & a1, const Array1 <doublevar> & newCol,
const int lCol, const int n)
{
Array1 <doublevar> & tmpColL(tmp11);
tmpColL.Resize(n);
Array1 <doublevar> & prod(tmp12);
prod.Resize(n);
doublevar f=0.0;
#ifdef USE_BLAS
int a1size=a1.GetDim(1);
doublevar * a1col=a1.v+lCol*a1size;
f=cblas_ddot(n,a1col, 1, newCol.v, 1);
f=-1.0/f;
cblas_dcopy(n,a1col,1,tmpColL.v,1);
cblas_dgemv(CblasRowMajor,CblasNoTrans,n,n,
1.0,a1.v,a1size,
newCol.v,1,
0.0,prod.v,1);
cblas_dscal(n,f,prod.v,1);
cblas_dger(CblasRowMajor, n,n,1.0,
prod.v,1,
tmpColL.v,1,
a1.v,a1size);
f=-f;
cblas_dcopy(n,tmpColL.v,1,a1col,1);
cblas_dscal(n,f,a1col,1);
#else
for(int i=0;i<n;++i)
{
f += a1(lCol,i)*newCol[i];
}
f =-1.0/f;
for(int j=0;j<n;++j)
{
tmpColL[j]=a1(lCol,j);
prod[j] =0.0;
for(int i=0;i<n;++i)
{
prod[j] += a1(j,i)*newCol[i];
}
prod[j] *= f;
}
for(int i=0;i<n;++i)
{
doublevar & p(prod[i]);
for(int j=0;j<n;++j)
{
a1(i,j) += tmpColL[j]*p;
}
}
f = -f;
for(int j=0;j<n;++j)
{
a1(lCol,j) = f*tmpColL[j];
}
#endif
return f;
}
void dgetf2( long m, long n, double a[], long lda, long ipiv[], long *info )
{
/**
* -- LAPACK routine (version 1.1) --
* Univ. of Tennessee, Univ. of California Berkeley, NAG Ltd.,
* Courant Institute, Argonne National Lab, and Rice University
* June 30, 1992
*
* .. Scalar Arguments ..*/
/** ..
* .. Array Arguments ..*/
#undef ipiv_1
#define ipiv_1(a1) ipiv[a1-1]
#undef a_2
#define a_2(a1,a2) a[a1-1+lda*(a2-1)]
/** ..
*
* Purpose
* =======
*
* DGETF2 computes an LU factorization of a general m-by-n matrix A
* using partial pivoting with row interchanges.
*
* The factorization has the form
* A = P * L * U
* where P is a permutation matrix, L is lower triangular with unit
* diagonal elements (lower trapezoidal if m > n), and U is upper
* triangular (upper trapezoidal if m < n).
*
* This is the right-looking Level 2 BLAS version of the algorithm.
*
* Arguments
* =========
*
* M (input) INTEGER
* The number of rows of the matrix A. M >= 0.
*
* N (input) INTEGER
* The number of columns of the matrix A. N >= 0.
*
* A (input/output) DOUBLE PRECISION array, dimension (LDA,N)
* On entry, the m by n matrix to be factored.
* On exit, the factors L and U from the factorization
* A = P*L*U; the unit diagonal elements of L are not stored.
*
* LDA (input) INTEGER
* The leading dimension of the array A. LDA >= max(1,M).
*
* IPIV (output) INTEGER array, dimension (min(M,N))
* The pivot indices; for 1 <= i <= min(M,N), row i of the
* matrix was interchanged with row IPIV(i).
*
* INFO (output) INTEGER
* = 0: successful exit
* < 0: if INFO = -k, the k-th argument had an illegal value
* > 0: if INFO = k, U(k,k) is exactly zero. The factorization
* has been completed, but the factor U is exactly
* singular, and division by zero will occur if it is used
* to solve a system of equations.
*
* =====================================================================
*
* .. Parameters ..*/
#undef one
#define one 1.0e+0
#undef zero
#define zero 0.0e+0
/** ..
* .. Local Scalars ..*/
long j, jp;
/** ..
* .. Intrinsic Functions ..*/
/* intrinsic max, min;*/
/** ..
* .. Executable Statements ..
*
* Test the input parameters.
**/
/*-----implicit-declarations-----*/
/*-----end-of-declarations-----*/
*info = 0;
if( m<0 ) {
*info = -1;
} else if( n<0 ) {
*info = -2;
} else if( lda<max( 1, m ) ) {
*info = -4;
}
if( *info!=0 ) {
xerbla( "dgetf2", -*info );
return;
}
/**
* Quick return if possible
**/
if( m==0 || n==0 )
return;
for (j=1 ; j<=min( m, n ) ; j+=1) {
/**
* Find pivot and test for singularity.
**/
jp = j + cblas_idamax( m-j+1, &a_2( j, j ), 1 );
ipiv_1( j ) = jp;
if( a_2( jp, j )!=zero ) {
/**
* Apply the interchange to columns 1:N.
**/
if( jp!=j )
cblas_dswap( n, &a_2( j, 1 ), lda, &a_2( jp, 1 ), lda );
/**
* Compute elements J+1:M of J-th column.
**/
if( j<m )
cblas_dscal( m-j, one / a_2( j, j ), &a_2( j+1, j ), 1 );
} else if( *info==0 ) {
*info = j;
}
if( j<min( m, n ) ) {
/**
* Update trailing submatrix.
**/
cblas_dger(CblasColMajor, m-j, n-j, -one, &a_2( j+1, j ), 1,
&a_2( j, j+1 ), lda, &a_2( j+1, j+1 ), lda );
}
}
return;
/**
* End of DGETF2
**/
}
void STARPU_DGER(const int m, const int n, const double alpha,
const double *x, const int incx, const double *y,
const int incy, double *A, const int lda)
{
cblas_dger(CblasColMajor, m, n, alpha, x, incx, y, incy, A, lda);
}
int CORE_dtstrf(int M, int N, int IB, int NB,
double *U, int LDU,
double *A, int LDA,
double *L, int LDL,
int *IPIV,
double *WORK, int LDWORK,
int *INFO)
{
static double zzero = 0.0;
static double mzone =-1.0;
double alpha;
int i, j, ii, sb;
int im, ip;
/* Check input arguments */
*INFO = 0;
if (M < 0) {
coreblas_error(1, "Illegal value of M");
return -1;
}
if (N < 0) {
coreblas_error(2, "Illegal value of N");
return -2;
}
if (IB < 0) {
coreblas_error(3, "Illegal value of IB");
return -3;
}
if ((LDU < max(1,NB)) && (NB > 0)) {
coreblas_error(6, "Illegal value of LDU");
return -6;
}
if ((LDA < max(1,M)) && (M > 0)) {
coreblas_error(8, "Illegal value of LDA");
return -8;
}
if ((LDL < max(1,IB)) && (IB > 0)) {
coreblas_error(10, "Illegal value of LDL");
return -10;
}
/* Quick return */
if ((M == 0) || (N == 0) || (IB == 0))
return PLASMA_SUCCESS;
/* Set L to 0 */
memset(L, 0, LDL*N*sizeof(double));
ip = 0;
for (ii = 0; ii < N; ii += IB) {
sb = min(N-ii, IB);
for (i = 0; i < sb; i++) {
im = cblas_idamax(M, &A[LDA*(ii+i)], 1);
IPIV[ip] = ii+i+1;
if (fabs(A[LDA*(ii+i)+im]) > fabs(U[LDU*(ii+i)+ii+i])) {
/*
* Swap behind.
*/
cblas_dswap(i, &L[LDL*ii+i], LDL, &WORK[im], LDWORK );
/*
* Swap ahead.
*/
cblas_dswap(sb-i, &U[LDU*(ii+i)+ii+i], LDU, &A[LDA*(ii+i)+im], LDA );
/*
* Set IPIV.
*/
IPIV[ip] = NB + im + 1;
for (j = 0; j < i; j++) {
A[LDA*(ii+j)+im] = zzero;
}
}
if ((*INFO == 0) && (fabs(A[LDA*(ii+i)+im]) == zzero)
&& (fabs(U[LDU*(ii+i)+ii+i]) == zzero)) {
*INFO = ii+i+1;
}
alpha = ((double)1. / U[LDU*(ii+i)+ii+i]);
cblas_dscal(M, (alpha), &A[LDA*(ii+i)], 1);
cblas_dcopy(M, &A[LDA*(ii+i)], 1, &WORK[LDWORK*i], 1);
cblas_dger(
CblasColMajor, M, sb-i-1,
(mzone), &A[LDA*(ii+i)], 1,
&U[LDU*(ii+i+1)+ii+i], LDU,
&A[LDA*(ii+i+1)], LDA );
ip = ip+1;
}
/*
* Apply the subpanel to the rest of the panel.
*/
if(ii+i < N) {
for(j = ii; j < ii+sb; j++) {
if (IPIV[j] <= NB) {
IPIV[j] = IPIV[j] - ii;
}
}
CORE_dssssm(
NB, N-(ii+sb), M, N-(ii+sb), sb, sb,
&U[LDU*(ii+sb)+ii], LDU,
&A[LDA*(ii+sb)], LDA,
&L[LDL*ii], LDL,
WORK, LDWORK, &IPIV[ii]);
for(j = ii; j < ii+sb; j++) {
if (IPIV[j] <= NB) {
IPIV[j] = IPIV[j] + ii;
}
}
}
}
return PLASMA_SUCCESS;
}
void HPL_dger
(
const enum HPL_ORDER ORDER,
const int M,
const int N,
const double ALPHA,
const double * X,
const int INCX,
double * Y,
const int INCY,
double * A,
const int LDA
)
{
/*
* Purpose
* =======
*
* HPL_dger performs the rank 1 operation
*
* A := alpha * x * y^T + A,
*
* where alpha is a scalar, x is an m-element vector, y is an n-element
* vector and A is an m by n matrix.
*
* Arguments
* =========
*
* ORDER (local input) const enum HPL_ORDER
* On entry, ORDER specifies the storage format of the operands
* as follows:
* ORDER = HplRowMajor,
* ORDER = HplColumnMajor.
*
* M (local input) const int
* On entry, M specifies the number of rows of the matrix A.
* M must be at least zero.
*
* N (local input) const int
* On entry, N specifies the number of columns of the matrix A.
* N must be at least zero.
*
* ALPHA (local input) const double
* On entry, ALPHA specifies the scalar alpha. When ALPHA is
* supplied as zero then X and Y need not be set on input.
*
* X (local input) const double *
* On entry, X is an incremented array of dimension at least
* ( 1 + ( m - 1 ) * abs( INCX ) ) that contains the vector x.
*
* INCX (local input) const int
* On entry, INCX specifies the increment for the elements of X.
* INCX must not be zero.
*
* Y (local input) double *
* On entry, Y is an incremented array of dimension at least
* ( 1 + ( n - 1 ) * abs( INCY ) ) that contains the vector y.
*
* INCY (local input) const int
* On entry, INCY specifies the increment for the elements of Y.
* INCY must not be zero.
*
* A (local input/output) double *
* On entry, A points to an array of size equal to or greater
* than LDA * n. Before entry, the leading m by n part of the
* array A must contain the matrix coefficients. On exit, A is
* overwritten by the updated matrix.
*
* LDA (local input) const int
* On entry, LDA specifies the leading dimension of A as
* declared in the calling (sub) program. LDA must be at
* least MAX(1,m).
*
* ---------------------------------------------------------------------
*/
START_TRACE( DGER )
cblas_dger( ORDER, M, N, ALPHA, X, INCX, Y, INCY, A, LDA );
END_TRACE
/*
* End of HPL_dger
*/
}
