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Fixed single precision

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This commit is contained in:
Anthony Scemama 2023-11-29 01:18:15 +01:00
parent dbb49a2df5
commit c6d193887a
2 changed files with 537 additions and 268 deletions
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9
org/qmckl_ao.org
View File

@ -5671,7 +5671,7 @@ qmckl_compute_ao_value_hpc_gaussian (const qmckl_context context,
for (int64_t iprim = 0 ; iprim < prim_num_per_nucleus[inucl] ; ++iprim) { for (int64_t iprim = 0 ; iprim < prim_num_per_nucleus[inucl] ; ++iprim) {
const double v = qmckl_mat(expo_per_nucleus, iprim, inucl) * r2; const double v = qmckl_mat(expo_per_nucleus, iprim, inucl) * r2;
if (v <= cutoff) { if (v <= cutoff) {
ar2[iprim] = -v; ar2[iprim] = v;
++nidx; ++nidx;
} else { } else {
break; break;
@ -5680,7 +5680,7 @@ qmckl_compute_ao_value_hpc_gaussian (const qmckl_context context,
IVDEP IVDEP
for (int64_t iprim = 0 ; iprim < nidx ; ++iprim) { for (int64_t iprim = 0 ; iprim < nidx ; ++iprim) {
exp_mat[iprim] = exp(ar2[iprim]); exp_mat[iprim] = exp(-ar2[iprim]);
} }
} else { } else {
@ -5688,7 +5688,7 @@ IVDEP
for (int64_t iprim = 0 ; iprim < prim_num_per_nucleus[inucl] ; ++iprim) { for (int64_t iprim = 0 ; iprim < prim_num_per_nucleus[inucl] ; ++iprim) {
const double v = qmckl_mat(expo_per_nucleus, iprim, inucl) * r2; const double v = qmckl_mat(expo_per_nucleus, iprim, inucl) * r2;
if (v <= cutoff) { if (v <= cutoff) {
ar2_sp[iprim] = (float) -v; ar2_sp[iprim] = (float) v;
++nidx; ++nidx;
} else { } else {
break; break;
@ -5697,7 +5697,7 @@ IVDEP
IVDEP IVDEP
for (int64_t iprim = 0 ; iprim < nidx ; ++iprim) { for (int64_t iprim = 0 ; iprim < nidx ; ++iprim) {
exp_mat_sp[iprim] = expf(ar2_sp[iprim]); exp_mat_sp[iprim] = expf(-ar2_sp[iprim]);
} }
IVDEP IVDEP
@ -6494,6 +6494,7 @@ qmckl_compute_ao_vgl_hpc_gaussian (
for (int64_t iprim = 0 ; iprim < prim_num_per_nucleus[inucl] ; ++iprim) { for (int64_t iprim = 0 ; iprim < prim_num_per_nucleus[inucl] ; ++iprim) {
const double v = qmckl_mat(expo_per_nucleus, iprim, inucl) * r2; const double v = qmckl_mat(expo_per_nucleus, iprim, inucl) * r2;
if (v <= cutoff) { if (v <= cutoff) {
ar2[iprim] = v;
ar2_sp[iprim] = (float) v; ar2_sp[iprim] = (float) v;
++nidx; ++nidx;
} else { } else {

796
org/qmckl_mo.org
View File

@ -1264,10 +1264,22 @@ qmckl_compute_mo_basis_mo_value_hpc (const qmckl_context context,
const double* coefficient_t, const double* coefficient_t,
const double* ao_value, const double* ao_value,
double* const mo_value ); double* const mo_value );
qmckl_exit_code
qmckl_compute_mo_basis_mo_value_hpc_sp (const qmckl_context context,
const int64_t ao_num,
const int64_t mo_num,
const int64_t point_num,
const double* coefficient_t,
const double* ao_value,
double* const mo_value );
#endif #endif
#+end_src #+end_src
#+begin_src c :tangle (eval c) :comments org
**** Single-precision
#+begin_src c :tangle (eval c) :comments org
#ifdef HAVE_HPC #ifdef HAVE_HPC
qmckl_exit_code qmckl_exit_code
qmckl_compute_mo_basis_mo_value_hpc_sp (const qmckl_context context, qmckl_compute_mo_basis_mo_value_hpc_sp (const qmckl_context context,
@ -1280,14 +1292,14 @@ qmckl_compute_mo_basis_mo_value_hpc_sp (const qmckl_context context,
{ {
assert (context != QMCKL_NULL_CONTEXT); assert (context != QMCKL_NULL_CONTEXT);
float* coefficient_t_sp = calloc(mo_num, sizeof(float)); float* __attribute__((aligned(64))) coefficient_t_sp = calloc(ao_num*mo_num, sizeof(float));
if (coefficient_t_sp == NULL) { if (coefficient_t_sp == NULL) {
return qmckl_failwith( context, return qmckl_failwith( context,
QMCKL_ALLOCATION_FAILED, QMCKL_ALLOCATION_FAILED,
"qmckl_compute_mo_basis_mo_vgl_hpc_sp", "qmckl_compute_mo_basis_mo_value_hpc_sp",
"coefficient_t_sp"); "coefficient_t_sp");
}; };
IVDEP IVDEP
#ifdef HAVE_OPENMP #ifdef HAVE_OPENMP
#pragma omp simd #pragma omp simd
@ -1297,25 +1309,20 @@ qmckl_compute_mo_basis_mo_value_hpc_sp (const qmckl_context context,
} }
#ifdef HAVE_OPENMP #ifdef HAVE_OPENMP
#pragma omp parallel #pragma omp parallel for
#endif
{
int64_t* idx = calloc(ao_num, sizeof(int64_t));
float* av1 = calloc(ao_num, sizeof(float));
float* vgl_sp = calloc(mo_num, sizeof(float));
assert (idx != NULL);
assert (av1 != NULL);
assert (vgl_sp != NULL);
#ifdef HAVE_OPENMP
#pragma omp for
#endif #endif
for (int64_t ipoint=0 ; ipoint < point_num ; ++ipoint) { for (int64_t ipoint=0 ; ipoint < point_num ; ++ipoint) {
double* restrict const vgl1 = &(mo_value[ipoint*mo_num]); double* restrict const vgl1 = &(mo_value[ipoint*mo_num]);
const double* restrict avgl1 = &(ao_value[ipoint*ao_num]); const double* restrict avgl1 = &(ao_value[ipoint*ao_num]);
memset(vgl_sp, 0, mo_num*sizeof(float)); // memset(vgl_sp, 0, mo_num*sizeof(float));
int64_t* __attribute__((aligned(64))) idx = calloc((size_t) ao_num, sizeof(int64_t));
float* __attribute__((aligned(64))) av1 = calloc((size_t) ao_num, sizeof(float));
float* __attribute__((aligned(64))) vgl_sp = calloc((size_t) mo_num, sizeof(float));
assert (idx != NULL);
assert (av1 != NULL);
assert (vgl_sp != NULL);
int64_t nidx=0; int64_t nidx=0;
for (int64_t k=0 ; k<ao_num ; ++k) { for (int64_t k=0 ; k<ao_num ; ++k) {
if (avgl1[k] != 0.) { if (avgl1[k] != 0.) {
@ -1326,7 +1333,7 @@ qmckl_compute_mo_basis_mo_value_hpc_sp (const qmckl_context context,
} }
int64_t n=0; int64_t n=0;
for (n=0 ; n < nidx-4 ; n+=4) { for (n=0 ; n < nidx-4 ; n+=4) {
const float* restrict ck1 = coefficient_t_sp + idx[n ]*mo_num; const float* restrict ck1 = coefficient_t_sp + idx[n ]*mo_num;
const float* restrict ck2 = coefficient_t_sp + idx[n+1]*mo_num; const float* restrict ck2 = coefficient_t_sp + idx[n+1]*mo_num;
@ -1367,18 +1374,19 @@ qmckl_compute_mo_basis_mo_value_hpc_sp (const qmckl_context context,
for (int64_t i=0 ; i<mo_num ; ++i) { for (int64_t i=0 ; i<mo_num ; ++i) {
vgl1[i] = (double) vgl_sp[i]; vgl1[i] = (double) vgl_sp[i];
} }
} free(av1);
free(av1); free(idx);
free(idx); free(vgl_sp);
free(vgl_sp);
} }
free(coefficient_t_sp); free(coefficient_t_sp);
return QMCKL_SUCCESS; return QMCKL_SUCCESS;
} }
#endif #endif
#+end_src #+end_src
#+begin_src c :tangle (eval c) :comments org **** Double-precision
#+begin_src c :tangle (eval c) :comments org
#ifdef HAVE_HPC #ifdef HAVE_HPC
qmckl_exit_code qmckl_exit_code
qmckl_compute_mo_basis_mo_value_hpc (const qmckl_context context, qmckl_compute_mo_basis_mo_value_hpc (const qmckl_context context,
@ -1408,64 +1416,76 @@ qmckl_compute_mo_basis_mo_value_hpc (const qmckl_context context,
} }
#ifdef HAVE_OPENMP #ifdef HAVE_OPENMP
#pragma omp parallel for #pragma omp parallel
#endif #endif
for (int64_t ipoint=0 ; ipoint < point_num ; ++ipoint) { {
double* restrict const vgl1 = &(mo_value[ipoint*mo_num]); int64_t* __attribute__((aligned(64))) idx = calloc(ao_num, sizeof(int64_t));
const double* restrict avgl1 = &(ao_value[ipoint*ao_num]); double* __attribute__((aligned(64))) av1 = calloc(ao_num, sizeof(double));
assert (idx != NULL);
assert (av1 != NULL);
for (int64_t i=0 ; i<mo_num ; ++i) { #ifdef HAVE_OPENMP
vgl1[i] = 0.; #pragma omp for
} #endif
for (int64_t ipoint=0 ; ipoint < point_num ; ++ipoint) {
double* restrict const vgl1 = &(mo_value[ipoint*mo_num]);
const double* restrict avgl1 = &(ao_value[ipoint*ao_num]);
int64_t nidx=0; memset(vgl1, 0, mo_num*sizeof(double));
int64_t idx[ao_num];
double av1[ao_num]; int64_t nidx=0;
for (int64_t k=0 ; k<ao_num ; ++k) { int64_t idx[ao_num];
if (avgl1[k] != 0.) { double av1[ao_num];
idx[nidx] = k; for (int64_t k=0 ; k<ao_num ; ++k) {
av1[nidx] = avgl1[k]; if (avgl1[k] != 0.) {
++nidx; idx[nidx] = k;
av1[nidx] = avgl1[k];
++nidx;
}
} }
}
int64_t n=0; int64_t n=0;
for (n=0 ; n < nidx-4 ; n+=4) { for (n=0 ; n < nidx-4 ; n+=4) {
const double* restrict ck1 = coefficient_t + idx[n ]*mo_num; const double* restrict ck1 = coefficient_t + idx[n ]*mo_num;
const double* restrict ck2 = coefficient_t + idx[n+1]*mo_num; const double* restrict ck2 = coefficient_t + idx[n+1]*mo_num;
const double* restrict ck3 = coefficient_t + idx[n+2]*mo_num; const double* restrict ck3 = coefficient_t + idx[n+2]*mo_num;
const double* restrict ck4 = coefficient_t + idx[n+3]*mo_num; const double* restrict ck4 = coefficient_t + idx[n+3]*mo_num;
const double a11 = av1[n ]; const double a11 = av1[n ];
const double a21 = av1[n+1]; const double a21 = av1[n+1];
const double a31 = av1[n+2]; const double a31 = av1[n+2];
const double a41 = av1[n+3]; const double a41 = av1[n+3];
IVDEP
#ifdef HAVE_OPENMP #ifdef HAVE_OPENMP
#pragma omp simd #pragma omp simd
#endif #endif
for (int64_t i=0 ; i<mo_num ; ++i) { for (int64_t i=0 ; i<mo_num ; ++i) {
vgl1[i] = vgl1[i] + ck1[i] * a11 + ck2[i] * a21 + ck3[i] * a31 + ck4[i] * a41; vgl1[i] += ck1[i] * a11 + ck2[i] * a21 + ck3[i] * a31 + ck4[i] * a41;
}
} }
}
for (int64_t m=n ; m < nidx ; m+=1) { for (int64_t m=n ; m < nidx ; m+=1) {
const double* restrict ck = coefficient_t + idx[m]*mo_num; const double* restrict ck = coefficient_t + idx[m]*mo_num;
const double a1 = av1[m]; const double a1 = av1[m];
IVDEP
#ifdef HAVE_OPENMP #ifdef HAVE_OPENMP
#pragma omp simd #pragma omp simd
#endif #endif
for (int64_t i=0 ; i<mo_num ; ++i) { for (int64_t i=0 ; i<mo_num ; ++i) {
vgl1[i] += ck[i] * a1; vgl1[i] += ck[i] * a1;
}
} }
} }
free(av1);
free(idx);
} }
return QMCKL_SUCCESS; return QMCKL_SUCCESS;
} }
#endif #endif
#+end_src #+end_src
** Computation of MOs: values, gradient, Laplacian ** Computation of MOs: values, gradient, Laplacian
@ -1864,8 +1884,9 @@ qmckl_compute_mo_basis_mo_vgl (const qmckl_context context,
} }
#+end_src #+end_src
*** HPC version *** HPC version :noexport:
**** Double precision
#+begin_src c :tangle (eval h_private_func) :comments org #+begin_src c :tangle (eval h_private_func) :comments org
#ifdef HAVE_HPC #ifdef HAVE_HPC
@ -1880,7 +1901,7 @@ qmckl_compute_mo_basis_mo_vgl_hpc (const qmckl_context context,
#endif #endif
#+end_src #+end_src
#+begin_src c :tangle (eval c) :comments org #+begin_src c :tangle (eval c) :comments org
#ifdef HAVE_HPC #ifdef HAVE_HPC
qmckl_exit_code qmckl_exit_code
qmckl_compute_mo_basis_mo_vgl_hpc (const qmckl_context context, qmckl_compute_mo_basis_mo_vgl_hpc (const qmckl_context context,
@ -1892,9 +1913,42 @@ qmckl_compute_mo_basis_mo_vgl_hpc (const qmckl_context context,
double* restrict const mo_vgl ) double* restrict const mo_vgl )
{ {
assert (context != QMCKL_NULL_CONTEXT); assert (context != QMCKL_NULL_CONTEXT);
qmckl_context_struct* const ctx = (qmckl_context_struct*) context;
assert (ctx != NULL);
/* Don't compute polynomials when the radial part is zero. */
const int precision = ctx->numprec.precision;
const bool single_precision = precision <= 23;
if (single_precision) {
return qmckl_compute_mo_basis_mo_vgl_hpc_sp (context,
ao_num,
mo_num,
point_num,
coefficient_t,
ao_vgl,
mo_vgl );
}
#ifdef HAVE_OPENMP #ifdef HAVE_OPENMP
#pragma omp parallel for #pragma omp parallel
#endif
{
int64_t* __attribute__((aligned(64))) idx = calloc(ao_num, sizeof(int64_t));
double* __attribute__((aligned(64))) av1 = calloc(ao_num, sizeof(double));
double* __attribute__((aligned(64))) av2 = calloc(ao_num, sizeof(double));
double* __attribute__((aligned(64))) av3 = calloc(ao_num, sizeof(double));
double* __attribute__((aligned(64))) av4 = calloc(ao_num, sizeof(double));
double* __attribute__((aligned(64))) av5 = calloc(ao_num, sizeof(double));
assert (idx != NULL);
assert (av1 != NULL);
assert (av2 != NULL);
assert (av3 != NULL);
assert (av4 != NULL);
assert (av5 != NULL);
#ifdef HAVE_OPENMP
#pragma omp for
#endif #endif
for (int64_t ipoint=0 ; ipoint < point_num ; ++ipoint) { for (int64_t ipoint=0 ; ipoint < point_num ; ++ipoint) {
double* restrict const vgl1 = &(mo_vgl[ipoint*5*mo_num]); double* restrict const vgl1 = &(mo_vgl[ipoint*5*mo_num]);
@ -1909,22 +1963,9 @@ qmckl_compute_mo_basis_mo_vgl_hpc (const qmckl_context context,
const double* restrict avgl4 = avgl1 + (ao_num << 1) + ao_num; const double* restrict avgl4 = avgl1 + (ao_num << 1) + ao_num;
const double* restrict avgl5 = avgl1 + (ao_num << 2); const double* restrict avgl5 = avgl1 + (ao_num << 2);
IVDEP memset(vgl1,0,5*mo_num*sizeof(double));
for (int64_t i=0 ; i<mo_num ; ++i) {
vgl1[i] = 0.;
vgl2[i] = 0.;
vgl3[i] = 0.;
vgl4[i] = 0.;
vgl5[i] = 0.;
}
int64_t nidx=0; int64_t nidx=0;
int64_t idx[ao_num];
double av1[ao_num];
double av2[ao_num];
double av3[ao_num];
double av4[ao_num];
double av5[ao_num];
for (int64_t k=0 ; k<ao_num ; ++k) { for (int64_t k=0 ; k<ao_num ; ++k) {
if (avgl1[k] != 0.) { if (avgl1[k] != 0.) {
idx[nidx] = k; idx[nidx] = k;
@ -2004,11 +2045,215 @@ IVDEP
} }
} }
} }
free(idx);
free(av1);
free(av2);
free(av3);
free(av4);
free(av5);
}
return QMCKL_SUCCESS; return QMCKL_SUCCESS;
} }
#endif
#+end_src
**** Single precision
#+begin_src c :tangle (eval h_private_func) :comments org
#ifdef HAVE_HPC
qmckl_exit_code
qmckl_compute_mo_basis_mo_vgl_hpc_sp (const qmckl_context context,
const int64_t ao_num,
const int64_t mo_num,
const int64_t point_num,
const double* coefficient_t,
const double* ao_vgl,
double* const mo_vgl );
#endif #endif
#+end_src #+end_src
#+begin_src c :tangle (eval c) :comments org
#ifdef HAVE_HPC
qmckl_exit_code
qmckl_compute_mo_basis_mo_vgl_hpc_sp (const qmckl_context context,
const int64_t ao_num,
const int64_t mo_num,
const int64_t point_num,
const double* restrict coefficient_t,
const double* restrict ao_vgl,
double* restrict const mo_vgl )
{
assert (context != QMCKL_NULL_CONTEXT);
float* __attribute__((aligned(64))) coefficient_t_sp = calloc(ao_num*mo_num, sizeof(float));
if (coefficient_t_sp == NULL) {
return qmckl_failwith( context,
QMCKL_ALLOCATION_FAILED,
"qmckl_compute_mo_basis_mo_vgl_hpc_sp",
"coefficient_t_sp");
};
IVDEP
#ifdef HAVE_OPENMP
#pragma omp simd
#endif
for (int64_t i=0 ; i<mo_num*ao_num ; ++i) {
coefficient_t_sp[i] = (float) coefficient_t[i];
}
#ifdef HAVE_OPENMP
#pragma omp parallel
#endif
{
int64_t* __attribute__((aligned(64))) idx = calloc(ao_num, sizeof(int64_t));
float* __attribute__((aligned(64))) av1 = calloc(ao_num, sizeof(double));
float* __attribute__((aligned(64))) av2 = calloc(ao_num, sizeof(double));
float* __attribute__((aligned(64))) av3 = calloc(ao_num, sizeof(double));
float* __attribute__((aligned(64))) av4 = calloc(ao_num, sizeof(double));
float* __attribute__((aligned(64))) av5 = calloc(ao_num, sizeof(double));
assert (idx != NULL);
assert (av1 != NULL);
assert (av2 != NULL);
assert (av3 != NULL);
assert (av4 != NULL);
assert (av5 != NULL);
#ifdef HAVE_OPENMP
#pragma omp for
#endif
for (int64_t ipoint=0 ; ipoint < point_num ; ++ipoint) {
float* __attribute__((aligned(64))) vgl_sp1 = calloc(mo_num, sizeof(float));
float* __attribute__((aligned(64))) vgl_sp2 = calloc(mo_num, sizeof(float));
float* __attribute__((aligned(64))) vgl_sp3 = calloc(mo_num, sizeof(float));
float* __attribute__((aligned(64))) vgl_sp4 = calloc(mo_num, sizeof(float));
float* __attribute__((aligned(64))) vgl_sp5 = calloc(mo_num, sizeof(float));
assert (vgl_sp1 != NULL);
assert (vgl_sp2 != NULL);
assert (vgl_sp3 != NULL);
assert (vgl_sp4 != NULL);
assert (vgl_sp5 != NULL);
double* restrict const vgl1 = &(mo_vgl[ipoint*5*mo_num]);
double* restrict const vgl2 = vgl1 + mo_num;
double* restrict const vgl3 = vgl1 + (mo_num << 1);
double* restrict const vgl4 = vgl1 + (mo_num << 1) + mo_num;
double* restrict const vgl5 = vgl1 + (mo_num << 2);
const double* restrict avgl1 = &(ao_vgl[ipoint*5*ao_num]);
const double* restrict avgl2 = avgl1 + ao_num;
const double* restrict avgl3 = avgl1 + (ao_num << 1);
const double* restrict avgl4 = avgl1 + (ao_num << 1) + ao_num;
const double* restrict avgl5 = avgl1 + (ao_num << 2);
int64_t nidx=0;
for (int64_t k=0 ; k<ao_num ; ++k) {
if (avgl1[k] != 0.) {
idx[nidx] = k;
av1[nidx] = (float) avgl1[k];
av2[nidx] = (float) avgl2[k];
av3[nidx] = (float) avgl3[k];
av4[nidx] = (float) avgl4[k];
av5[nidx] = (float) avgl5[k];
++nidx;
}
}
int64_t n=0;
for (n=0 ; n < nidx-4 ; n+=4) {
const float* restrict ck1 = coefficient_t_sp + idx[n ]*mo_num;
const float* restrict ck2 = coefficient_t_sp + idx[n+1]*mo_num;
const float* restrict ck3 = coefficient_t_sp + idx[n+2]*mo_num;
const float* restrict ck4 = coefficient_t_sp + idx[n+3]*mo_num;
const float a11 = av1[n ];
const float a21 = av1[n+1];
const float a31 = av1[n+2];
const float a41 = av1[n+3];
const float a12 = av2[n ];
const float a22 = av2[n+1];
const float a32 = av2[n+2];
const float a42 = av2[n+3];
const float a13 = av3[n ];
const float a23 = av3[n+1];
const float a33 = av3[n+2];
const float a43 = av3[n+3];
const float a14 = av4[n ];
const float a24 = av4[n+1];
const float a34 = av4[n+2];
const float a44 = av4[n+3];
const float a15 = av5[n ];
const float a25 = av5[n+1];
const float a35 = av5[n+2];
const float a45 = av5[n+3];
IVDEP
#ifdef HAVE_OPENMP
#pragma omp simd
#endif
for (int64_t i=0 ; i<mo_num ; ++i) {
vgl_sp1[i] += ck1[i] * a11 + ck2[i] * a21 + ck3[i] * a31 + ck4[i] * a41;
vgl_sp2[i] += ck1[i] * a12 + ck2[i] * a22 + ck3[i] * a32 + ck4[i] * a42;
vgl_sp3[i] += ck1[i] * a13 + ck2[i] * a23 + ck3[i] * a33 + ck4[i] * a43;
vgl_sp4[i] += ck1[i] * a14 + ck2[i] * a24 + ck3[i] * a34 + ck4[i] * a44;
vgl_sp5[i] += ck1[i] * a15 + ck2[i] * a25 + ck3[i] * a35 + ck4[i] * a45;
}
}
for (int64_t m=n ; m < nidx ; m+=1) {
const float* restrict ck = coefficient_t_sp + idx[m]*mo_num;
const float a1 = av1[m];
const float a2 = av2[m];
const float a3 = av3[m];
const float a4 = av4[m];
const float a5 = av5[m];
IVDEP
#ifdef HAVE_OPENMP
#pragma omp simd
#endif
for (int64_t i=0 ; i<mo_num ; ++i) {
vgl_sp1[i] += ck[i] * a1;
vgl_sp2[i] += ck[i] * a2;
vgl_sp3[i] += ck[i] * a3;
vgl_sp4[i] += ck[i] * a4;
vgl_sp5[i] += ck[i] * a5;
}
}
IVDEP
#ifdef HAVE_OPENMP
#pragma omp simd
#endif
for (int64_t i=0 ; i<mo_num ; ++i) {
vgl1[i] = (double) vgl_sp1[i];
vgl2[i] = (double) vgl_sp2[i];
vgl3[i] = (double) vgl_sp3[i];
vgl4[i] = (double) vgl_sp4[i];
vgl5[i] = (double) vgl_sp5[i];
}
free(vgl_sp1);
free(vgl_sp2);
free(vgl_sp3);
free(vgl_sp4);
free(vgl_sp5);
}
free(idx);
free(av1);
free(av2);
free(av3);
free(av4);
free(av5);
}
return QMCKL_SUCCESS;
}
#endif
#+end_src
** Computation of cusp-corrected MOs: values only ** Computation of cusp-corrected MOs: values only
*** Compute *** Compute
@ -2218,7 +2463,6 @@ qmckl_compute_mo_basis_mo_value_cusp (const qmckl_context context,
*** HPC version *** HPC version
#+begin_src c :tangle (eval h_private_func) :comments org #+begin_src c :tangle (eval h_private_func) :comments org
#ifdef HAVE_HPC #ifdef HAVE_HPC
qmckl_exit_code qmckl_exit_code
@ -2235,6 +2479,21 @@ qmckl_compute_mo_basis_mo_value_cusp_hpc (const qmckl_context context,
const double* coefficient_t, const double* coefficient_t,
const double* ao_value, const double* ao_value,
double* const mo_value ); double* const mo_value );
qmckl_exit_code
qmckl_compute_mo_basis_mo_value_cusp_hpc_sp (const qmckl_context context,
const int64_t nucl_num,
const int64_t ao_num,
const int64_t mo_num,
const int64_t point_num,
const int64_t* ao_nucl,
const int32_t* ao_ang_mom,
const double* en_distance,
const double* r_cusp,
const qmckl_tensor cusp_param,
const double* coefficient_t,
const double* ao_value,
double* const mo_value );
#endif #endif
#+end_src #+end_src
@ -2937,251 +3196,260 @@ print ( "[4][1][15][14] : %25.15e"% lf(a,x,y))
#define shell_num chbrclf_shell_num #define shell_num chbrclf_shell_num
#define ao_num chbrclf_ao_num #define ao_num chbrclf_ao_num
int64_t elec_up_num = chbrclf_elec_up_num; int64_t elec_up_num = chbrclf_elec_up_num;
int64_t elec_dn_num = chbrclf_elec_dn_num; int64_t elec_dn_num = chbrclf_elec_dn_num;
double* elec_coord = &(chbrclf_elec_coord[0][0][0]); double* elec_coord = &(chbrclf_elec_coord[0][0][0]);
int64_t nucl_num = chbrclf_nucl_num; int64_t nucl_num = chbrclf_nucl_num;
const double* nucl_charge = chbrclf_charge; const double* nucl_charge = chbrclf_charge;
const double* nucl_coord = &(chbrclf_nucl_coord[0][0]); const double* nucl_coord = &(chbrclf_nucl_coord[0][0]);
int64_t point_num = walk_num*elec_num; int64_t point_num = walk_num*elec_num;
rc = qmckl_set_electron_num (context, elec_up_num, elec_dn_num); rc = qmckl_set_electron_num (context, elec_up_num, elec_dn_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
assert(qmckl_electron_provided(context)); assert(qmckl_electron_provided(context));
rc = qmckl_set_point(context, 'N', point_num, elec_coord, point_num*3); rc = qmckl_set_point(context, 'N', point_num, elec_coord, point_num*3);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
rc = qmckl_set_nucleus_num (context, nucl_num); rc = qmckl_set_nucleus_num (context, nucl_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
rc = qmckl_set_nucleus_coord (context, 'T', &(nucl_coord[0]), nucl_num*3); rc = qmckl_set_nucleus_coord (context, 'T', &(nucl_coord[0]), nucl_num*3);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
rc = qmckl_set_nucleus_charge(context, nucl_charge, nucl_num); rc = qmckl_set_nucleus_charge(context, nucl_charge, nucl_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(qmckl_nucleus_provided(context)); assert(qmckl_nucleus_provided(context));
const int64_t * nucleus_index = &(chbrclf_basis_nucleus_index[0]); const int64_t * nucleus_index = &(chbrclf_basis_nucleus_index[0]);
const int64_t * nucleus_shell_num = &(chbrclf_basis_nucleus_shell_num[0]); const int64_t * nucleus_shell_num = &(chbrclf_basis_nucleus_shell_num[0]);
const int32_t * shell_ang_mom = &(chbrclf_basis_shell_ang_mom[0]); const int32_t * shell_ang_mom = &(chbrclf_basis_shell_ang_mom[0]);
const int64_t * shell_prim_num = &(chbrclf_basis_shell_prim_num[0]); const int64_t * shell_prim_num = &(chbrclf_basis_shell_prim_num[0]);
const int64_t * shell_prim_index = &(chbrclf_basis_shell_prim_index[0]); const int64_t * shell_prim_index = &(chbrclf_basis_shell_prim_index[0]);
const double * shell_factor = &(chbrclf_basis_shell_factor[0]); const double * shell_factor = &(chbrclf_basis_shell_factor[0]);
const double * exponent = &(chbrclf_basis_exponent[0]); const double * exponent = &(chbrclf_basis_exponent[0]);
const double * coefficient = &(chbrclf_basis_coefficient[0]); const double * coefficient = &(chbrclf_basis_coefficient[0]);
const double * prim_factor = &(chbrclf_basis_prim_factor[0]); const double * prim_factor = &(chbrclf_basis_prim_factor[0]);
const double * ao_factor = &(chbrclf_basis_ao_factor[0]); const double * ao_factor = &(chbrclf_basis_ao_factor[0]);
const char typ = 'G'; const char typ = 'G';
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_type (context, typ); rc = qmckl_set_ao_basis_type (context, typ);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_shell_num (context, chbrclf_shell_num); rc = qmckl_set_ao_basis_shell_num (context, chbrclf_shell_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_prim_num (context, chbrclf_prim_num); rc = qmckl_set_ao_basis_prim_num (context, chbrclf_prim_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_nucleus_index (context, nucleus_index, nucl_num); rc = qmckl_set_ao_basis_nucleus_index (context, nucleus_index, nucl_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_nucleus_shell_num (context, nucleus_shell_num, nucl_num); rc = qmckl_set_ao_basis_nucleus_shell_num (context, nucleus_shell_num, nucl_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_shell_ang_mom (context, shell_ang_mom, chbrclf_shell_num); rc = qmckl_set_ao_basis_shell_ang_mom (context, shell_ang_mom, chbrclf_shell_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_shell_factor (context, shell_factor, chbrclf_shell_num); rc = qmckl_set_ao_basis_shell_factor (context, shell_factor, chbrclf_shell_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_shell_prim_num (context, shell_prim_num, chbrclf_shell_num); rc = qmckl_set_ao_basis_shell_prim_num (context, shell_prim_num, chbrclf_shell_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_shell_prim_index (context, shell_prim_index, chbrclf_shell_num); rc = qmckl_set_ao_basis_shell_prim_index (context, shell_prim_index, chbrclf_shell_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_exponent (context, exponent, chbrclf_prim_num); rc = qmckl_set_ao_basis_exponent (context, exponent, chbrclf_prim_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_coefficient (context, coefficient, chbrclf_prim_num); rc = qmckl_set_ao_basis_coefficient (context, coefficient, chbrclf_prim_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(!qmckl_ao_basis_provided(context)); assert(!qmckl_ao_basis_provided(context));
rc = qmckl_set_ao_basis_prim_factor (context, prim_factor, chbrclf_prim_num); rc = qmckl_set_ao_basis_prim_factor (context, prim_factor, chbrclf_prim_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
rc = qmckl_set_ao_basis_ao_num(context, chbrclf_ao_num); rc = qmckl_set_ao_basis_ao_num(context, chbrclf_ao_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
rc = qmckl_set_ao_basis_ao_factor (context, ao_factor, chbrclf_ao_num); rc = qmckl_set_ao_basis_ao_factor (context, ao_factor, chbrclf_ao_num);
assert(rc == QMCKL_SUCCESS); assert(rc == QMCKL_SUCCESS);
assert(qmckl_ao_basis_provided(context)); assert(qmckl_ao_basis_provided(context));
double ao_vgl[point_num][5][chbrclf_ao_num]; double ao_vgl[point_num][5][chbrclf_ao_num];
rc = qmckl_get_ao_basis_ao_vgl(context, &(ao_vgl[0][0][0]), rc = qmckl_get_ao_basis_ao_vgl(context, &(ao_vgl[0][0][0]),
(int64_t) 5*point_num*chbrclf_ao_num); (int64_t) 5*point_num*chbrclf_ao_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
/* Set up MO data */ /* Set up MO data */
int64_t mo_num = chbrclf_mo_num; int64_t mo_num = chbrclf_mo_num;
rc = qmckl_set_mo_basis_mo_num(context, mo_num); rc = qmckl_set_mo_basis_mo_num(context, mo_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
const double * mo_coefficient = &(chbrclf_mo_coef[0]); const double * mo_coefficient = &(chbrclf_mo_coef[0]);
rc = qmckl_set_mo_basis_coefficient(context, mo_coefficient, chbrclf_mo_num*chbrclf_ao_num); rc = qmckl_set_mo_basis_coefficient(context, mo_coefficient, chbrclf_mo_num*chbrclf_ao_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
assert(qmckl_mo_basis_provided(context)); assert(qmckl_mo_basis_provided(context));
rc = qmckl_context_touch(context); rc = qmckl_context_touch(context);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
double mo_value[point_num][chbrclf_mo_num]; double mo_value[point_num][chbrclf_mo_num];
rc = qmckl_get_mo_basis_mo_value(context, &(mo_value[0][0]), point_num*chbrclf_mo_num); rc = qmckl_get_mo_basis_mo_value(context, &(mo_value[0][0]), point_num*chbrclf_mo_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
double mo_vgl[point_num][5][chbrclf_mo_num]; double mo_vgl[point_num][5][chbrclf_mo_num];
rc = qmckl_get_mo_basis_mo_vgl(context, &(mo_vgl[0][0][0]), point_num*5*chbrclf_mo_num); rc = qmckl_get_mo_basis_mo_vgl(context, &(mo_vgl[0][0][0]), point_num*5*chbrclf_mo_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
for (int i=0 ; i< point_num; ++i) { for (int i=0 ; i< point_num; ++i) {
for (int k=0 ; k< chbrclf_mo_num ; ++k) { for (int k=0 ; k< chbrclf_mo_num ; ++k) {
assert(fabs(mo_vgl[i][0][k] - mo_value[i][k]) < 1.e-12) ; assert(fabs(mo_vgl[i][0][k] - mo_value[i][k]) < 1.e-12) ;
}
} }
}
rc = qmckl_context_touch(context); rc = qmckl_context_touch(context);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
rc = qmckl_get_mo_basis_mo_value(context, &(mo_value[0][0]), point_num*chbrclf_mo_num); rc = qmckl_get_mo_basis_mo_value(context, &(mo_value[0][0]), point_num*chbrclf_mo_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
for (int i=0 ; i< point_num; ++i) { for (int i=0 ; i< point_num; ++i) {
for (int k=0 ; k< chbrclf_mo_num ; ++k) { for (int k=0 ; k< chbrclf_mo_num ; ++k) {
assert(fabs(mo_vgl[i][0][k] - mo_value[i][k]) < 1.e-12) ; assert(fabs(mo_vgl[i][0][k] - mo_value[i][k]) < 1.e-12) ;
}
} }
}
rc = qmckl_mo_basis_rescale(context, 0.); rc = qmckl_mo_basis_rescale(context, 0.);
assert (rc != QMCKL_SUCCESS); assert (rc != QMCKL_SUCCESS);
rc = qmckl_mo_basis_rescale(context, 2.); rc = qmckl_mo_basis_rescale(context, 2.);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
rc = qmckl_get_mo_basis_mo_value(context, &(mo_value[0][0]), point_num*chbrclf_mo_num); rc = qmckl_get_mo_basis_mo_value(context, &(mo_value[0][0]), point_num*chbrclf_mo_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
for (int i=0 ; i< point_num; ++i) { for (int i=0 ; i< point_num; ++i) {
for (int k=0 ; k< chbrclf_mo_num ; ++k) { for (int k=0 ; k< chbrclf_mo_num ; ++k) {
assert(fabs(2.*mo_vgl[i][0][k] - mo_value[i][k]) < 1.e-12) ; assert(fabs(2.*mo_vgl[i][0][k] - mo_value[i][k]) < 1.e-12) ;
}
} }
}
rc = qmckl_mo_basis_rescale(context, 0.5); rc = qmckl_mo_basis_rescale(context, 0.5);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
// Test overlap of MO printf("\n");
//double point_x[10]; printf(" mo_vgl mo_vgl[0][26][219] %25.15e\n", mo_vgl[2][0][3]);
//double point_y[10]; printf(" mo_vgl mo_vgl[1][26][219] %25.15e\n", mo_vgl[2][1][3]);
//double point_z[10]; printf(" mo_vgl mo_vgl[0][26][220] %25.15e\n", mo_vgl[2][0][3]);
//int32_t npoints=10; printf(" mo_vgl mo_vgl[1][26][220] %25.15e\n", mo_vgl[2][1][3]);
//// obtain points printf(" mo_vgl mo_vgl[0][26][221] %25.15e\n", mo_vgl[2][0][3]);
//double dr = 20./(npoints-1); printf(" mo_vgl mo_vgl[1][26][221] %25.15e\n", mo_vgl[2][1][3]);
//double dr3 = dr*dr*dr; printf(" mo_vgl mo_vgl[0][26][222] %25.15e\n", mo_vgl[2][0][3]);
// printf(" mo_vgl mo_vgl[1][26][222] %25.15e\n", mo_vgl[2][1][3]);
//for (int i=0;i<npoints;++i) { printf(" mo_vgl mo_vgl[0][26][223] %25.15e\n", mo_vgl[2][0][3]);
// point_x[i] = -10. + dr*i; printf(" mo_vgl mo_vgl[1][26][223] %25.15e\n", mo_vgl[2][1][3]);
// point_y[i] = -10. + dr*i; printf(" mo_vgl mo_vgl[0][26][224] %25.15e\n", mo_vgl[2][0][3]);
// point_z[i] = -10. + dr*i; printf(" mo_vgl mo_vgl[1][26][224] %25.15e\n", mo_vgl[2][1][3]);
//} printf("\n");
//
//double ovlmo1 = 0.0; /* Check single precision */
//// Calculate overlap rc = qmckl_set_numprec_precision(context,23);
//for (int i=0;i<npoints;++i) { rc = qmckl_context_touch(context);
// fflush(stdout); assert (rc == QMCKL_SUCCESS);
// for (int j=0;j<npoints;++j) {
// printf(" .. "); rc = qmckl_get_mo_basis_mo_value(context, &(mo_value[0][0]), point_num*chbrclf_mo_num);
// for (int k=0;k<npoints;++k) { assert (rc == QMCKL_SUCCESS);
// printf(" . ");
// // Set point rc = qmckl_get_mo_basis_mo_vgl(context, &(mo_vgl[0][0][0]), point_num*5*chbrclf_mo_num);
// elec_coord[0] = point_x[i]; assert (rc == QMCKL_SUCCESS);
// elec_coord[1] = point_y[j];
// elec_coord[2] = point_z[k]; rc = qmckl_set_numprec_precision(context,24);
// rc = qmckl_set_electron_coord (context, 'N', elec_coord); rc = qmckl_context_touch(context);
// assert(rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
//
// // Calculate value of MO (1st electron) double mo_value_sp[point_num][chbrclf_mo_num];
// double mo_vgl[5][point_num][chbrclf_mo_num]; rc = qmckl_get_mo_basis_mo_value(context, &(mo_value_sp[0][0]), point_num*chbrclf_mo_num);
// rc = qmckl_get_mo_basis_mo_vgl(context, &(mo_vgl[0][0][0][0])); assert (rc == QMCKL_SUCCESS);
// assert (rc == QMCKL_SUCCESS);
// ovlmo1 += mo_vgl[0][0][0][0]*mo_vgl[0][0][0][0]*dr3; double mo_vgl_sp[point_num][5][chbrclf_mo_num];
// } rc = qmckl_get_mo_basis_mo_vgl(context, &(mo_vgl_sp[0][0][0]), point_num*5*chbrclf_mo_num);
// } assert (rc == QMCKL_SUCCESS);
//}
//printf("OVL MO1 = %10.15f\n",ovlmo1);
printf("\n"); for (int i=0 ; i< point_num; ++i) {
printf(" mo_vgl mo_vgl[0][26][219] %25.15e\n", mo_vgl[2][0][3]); for (int k=0 ; k< chbrclf_mo_num ; ++k) {
printf(" mo_vgl mo_vgl[1][26][219] %25.15e\n", mo_vgl[2][1][3]); printf("%d %d %e %e\n", i, k, mo_value_sp[i][k], mo_value[i][k]);
printf(" mo_vgl mo_vgl[0][26][220] %25.15e\n", mo_vgl[2][0][3]); assert(fabs((mo_value_sp[i][k] - mo_value[i][k])) < 1.e-4) ;
printf(" mo_vgl mo_vgl[1][26][220] %25.15e\n", mo_vgl[2][1][3]); }
printf(" mo_vgl mo_vgl[0][26][221] %25.15e\n", mo_vgl[2][0][3]); printf("\n");
printf(" mo_vgl mo_vgl[1][26][221] %25.15e\n", mo_vgl[2][1][3]); }
printf(" mo_vgl mo_vgl[0][26][222] %25.15e\n", mo_vgl[2][0][3]);
printf(" mo_vgl mo_vgl[1][26][222] %25.15e\n", mo_vgl[2][1][3]); for (int i=0 ; i< point_num; ++i) {
printf(" mo_vgl mo_vgl[0][26][223] %25.15e\n", mo_vgl[2][0][3]); for (int k=0 ; k< chbrclf_mo_num ; ++k) {
printf(" mo_vgl mo_vgl[1][26][223] %25.15e\n", mo_vgl[2][1][3]); printf("%d %d\n", i, k);
printf(" mo_vgl mo_vgl[0][26][224] %25.15e\n", mo_vgl[2][0][3]); printf("%e %e\n", mo_vgl_sp[i][0][k], mo_vgl[i][0][k]);
printf(" mo_vgl mo_vgl[1][26][224] %25.15e\n", mo_vgl[2][1][3]); printf("%e %e\n", mo_vgl_sp[i][1][k], mo_vgl[i][1][k]);
printf("\n"); printf("%e %e\n", mo_vgl_sp[i][2][k], mo_vgl[i][2][k]);
printf("%e %e\n", mo_vgl_sp[i][3][k], mo_vgl[i][3][k]);
printf("%e %e\n", mo_vgl_sp[i][4][k], mo_vgl[i][4][k]);
assert(fabs((mo_vgl_sp[i][0][k] - mo_vgl[i][0][k])) < 1.e-4) ;
assert(fabs((mo_vgl_sp[i][1][k] - mo_vgl[i][1][k])) < 1.e-3) ;
assert(fabs((mo_vgl_sp[i][2][k] - mo_vgl[i][2][k])) < 1.e-3) ;
assert(fabs((mo_vgl_sp[i][3][k] - mo_vgl[i][3][k])) < 1.e-3) ;
assert(fabs((mo_vgl_sp[i][4][k] - mo_vgl[i][4][k])) < 1.e-2) ;
printf("\n");
}
}
rc = qmckl_set_numprec_precision(context,53);
/* Check selection of MOs */ /* Check selection of MOs */
int32_t keep[mo_num]; int32_t keep[mo_num];
for (int i=0 ; i<mo_num ; ++i) { for (int i=0 ; i<mo_num ; ++i) {
keep[i] = 0; keep[i] = 0;
} }
keep[2] = 1; keep[2] = 1;
keep[5] = 1; keep[5] = 1;
rc = qmckl_mo_basis_select_mo(context, &(keep[0]), mo_num); rc = qmckl_mo_basis_select_mo(context, &(keep[0]), mo_num);
assert (rc == QMCKL_SUCCESS); assert (rc == QMCKL_SUCCESS);
rc = qmckl_get_mo_basis_mo_num(context, &mo_num); rc = qmckl_get_mo_basis_mo_num(context, &mo_num);
printf(" mo_num: %ld\n", (long) mo_num); printf(" mo_num: %ld\n", (long) mo_num);
assert(mo_num == 2); assert(mo_num == 2);
double mo_coefficient_new[mo_num][ao_num]; double mo_coefficient_new[mo_num][ao_num];
rc = qmckl_get_mo_basis_coefficient (context, &(mo_coefficient_new[0][0]), mo_num*ao_num); rc = qmckl_get_mo_basis_coefficient (context, &(mo_coefficient_new[0][0]), mo_num*ao_num);
for (int i=0 ; i<ao_num ; ++i) { for (int i=0 ; i<ao_num ; ++i) {
assert(mo_coefficient_new[0][i] == mo_coefficient[i + ao_num*2]); assert(mo_coefficient_new[0][i] == mo_coefficient[i + ao_num*2]);
assert(mo_coefficient_new[1][i] == mo_coefficient[i + ao_num*5]); assert(mo_coefficient_new[1][i] == mo_coefficient[i + ao_num*5]);
} }
} }