version 0.1
[LbmBenchmarkKernelsPublic.git] / src / BenchKernelD3Q19Common.c
diff --git a/src/BenchKernelD3Q19Common.c b/src/BenchKernelD3Q19Common.c
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@@ -0,0 +1,655 @@
+// --------------------------------------------------------------------------
+//
+// Copyright
+//   Markus Wittmann, 2016-2017
+//   RRZE, University of Erlangen-Nuremberg, Germany
+//   markus.wittmann -at- fau.de or hpc -at- rrze.fau.de
+//
+//   Viktor Haag, 2016
+//   LSS, University of Erlangen-Nuremberg, Germany
+//
+//  This file is part of the Lattice Boltzmann Benchmark Kernels (LbmBenchKernels).
+//
+//  LbmBenchKernels is free software: you can redistribute it and/or modify
+//  it under the terms of the GNU General Public License as published by
+//  the Free Software Foundation, either version 3 of the License, or
+//  (at your option) any later version.
+//
+//  LbmBenchKernels is distributed in the hope that it will be useful,
+//  but WITHOUT ANY WARRANTY; without even the implied warranty of
+//  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+//  GNU General Public License for more details.
+//
+//  You should have received a copy of the GNU General Public License
+//  along with LbmBenchKernels.  If not, see <http://www.gnu.org/licenses/>.
+//
+// --------------------------------------------------------------------------
+#include "BenchKernelD3Q19Common.h"
+
+#include "Memory.h"
+#include "Vtk.h"
+
+#include <inttypes.h>
+#include <math.h>
+
+
+// Forward definition.
+void FNAME(D3Q19Kernel)(LatticeDesc * ld, struct KernelData_ * kd, CaseData * cd);
+
+void FNAME(D3Q19BlkKernel)(LatticeDesc * ld, struct KernelData_ * kd, CaseData * cd);
+
+
+
+static void FNAME(BcGetPdf)(KernelData * kd, int x, int y, int z, int dir, PdfT * pdf)
+{
+       Assert(kd != NULL);
+       Assert(kd->PdfsActive != NULL);
+       Assert(kd->PdfsActive == kd->Pdfs[0] || kd->PdfsActive == kd->Pdfs[1]);
+       Assert(pdf != NULL);
+
+       Assert(x >= 0);
+       Assert(y >= 0);
+       Assert(z >= 0);
+       Assert(x < kd->Dims[0]);
+       Assert(y < kd->Dims[1]);
+       Assert(z < kd->Dims[2]);
+       Assert(dir >= 0);
+       Assert(dir < N_D3Q19);
+
+       int oX = kd->Offsets[0];
+       int oY = kd->Offsets[1];
+       int oZ = kd->Offsets[2];
+
+#ifdef PROP_MODEL_PUSH
+       int nx = x;
+       int ny = y;
+       int nz = z;
+#elif PROP_MODEL_PULL
+       int nx = x - D3Q19_X[dir];
+       int ny = y - D3Q19_Y[dir];
+       int nz = z - D3Q19_Z[dir];
+#endif
+
+       #define I(x, y, z, dir) P_INDEX_5(kd->GlobalDims, (x), (y), (z), (dir))
+       *pdf = kd->PdfsActive[I(nx + oX, ny + oY, nz + oZ, dir)];
+       #undef I
+
+       return;
+}
+
+static void FNAME(BcSetPdf)(KernelData * kd, int x, int y, int z, int dir, PdfT pdf)
+{
+       Assert(kd != NULL);
+       Assert(kd->PdfsActive != NULL);
+       Assert(kd->PdfsActive == kd->Pdfs[0] || kd->PdfsActive == kd->Pdfs[1]);
+       Assert(x >= 0);
+       Assert(y >= 0);
+       Assert(z >= 0);
+       Assert(x < kd->Dims[0]);
+       Assert(y < kd->Dims[1]);
+       Assert(z < kd->Dims[2]);
+       Assert(dir >= 0);
+       Assert(dir < N_D3Q19);
+
+       int oX = kd->Offsets[0];
+       int oY = kd->Offsets[1];
+       int oZ = kd->Offsets[2];
+
+#ifdef PROP_MODEL_PUSH
+       int nx = x;
+       int ny = y;
+       int nz = z;
+#elif PROP_MODEL_PULL
+       int nx = x - D3Q19_X[dir];
+       int ny = y - D3Q19_Y[dir];
+       int nz = z - D3Q19_Z[dir];
+#endif
+
+       #define I(x, y, z, dir) P_INDEX_5(kd->GlobalDims, (x), (y), (z), (dir))
+       kd->PdfsActive[I(nx + oX, ny + oY, nz + oZ, dir)] = pdf;
+       #undef I
+
+
+       return;
+}
+
+
+static void FNAME(GetNode)(KernelData * kd, int x, int y, int z, PdfT * pdfs)
+{
+       Assert(kd != NULL);
+       Assert(kd->PdfsActive != NULL);
+       Assert(kd->PdfsActive == kd->Pdfs[0] || kd->PdfsActive == kd->Pdfs[1]);
+       Assert(pdfs != NULL);
+       Assert(x >= 0);
+       Assert(y >= 0);
+       Assert(z >= 0);
+       Assert(x < kd->Dims[0]);
+       Assert(y < kd->Dims[1]);
+       Assert(z < kd->Dims[2]);
+
+       int oX = kd->Offsets[0];
+       int oY = kd->Offsets[1];
+       int oZ = kd->Offsets[2];
+
+
+       #define I(x, y, z, dir) P_INDEX_5(kd->GlobalDims, (x), (y), (z), (dir))
+#ifdef PROP_MODEL_PUSH
+       #define X(name, idx, idxinv, _x, _y, _z)        pdfs[idx] = kd->PdfsActive[I(x + oX, y + oY, z + oZ, idx)];
+#elif PROP_MODEL_PULL
+       #define X(name, idx, idxinv, _x, _y, _z)        pdfs[idx] = kd->PdfsActive[I(x + oX - (_x), y + oY - (_y), z + oZ - (_z), idx)];
+#endif
+       D3Q19_LIST
+       #undef X
+       #undef I
+
+#if 0          // DETECT NANs
+
+       for (int d = 0; d < 19; ++d) {
+               if (isnan(pdfs[d])) {
+                       printf("%d %d %d %d nan! get node\n", x, y, z, d);
+
+                       for (int d2 = 0; d2 < 19; ++d2) {
+                               printf("%d: %e\n", d2, pdfs[d2]);
+                       }
+
+                       exit(1);
+               }
+       }
+
+#endif
+
+       return;
+}
+
+
+static void FNAME(SetNode)(KernelData * kd, int x, int y, int z, PdfT * pdfs)
+{
+       Assert(kd != NULL);
+       Assert(kd->PdfsActive != NULL);
+       Assert(kd->PdfsActive == kd->Pdfs[0] || kd->PdfsActive == kd->Pdfs[1]);
+       Assert(pdfs != NULL);
+
+       Assert(x >= 0);
+       Assert(y >= 0);
+       Assert(z >= 0);
+       Assert(x < kd->Dims[0]);
+       Assert(y < kd->Dims[1]);
+       Assert(z < kd->Dims[2]);
+
+       int oX = kd->Offsets[0];
+       int oY = kd->Offsets[1];
+       int oZ = kd->Offsets[2];
+
+       #define I(x, y, z, dir) P_INDEX_5(kd->GlobalDims, (x), (y), (z), (dir))
+#ifdef PROP_MODEL_PUSH
+       #define X(name, idx, idxinv, _x, _y, _z)        kd->PdfsActive[I(x + oX, y + oY, z + oZ, idx)] = pdfs[idx];
+#elif PROP_MODEL_PULL
+       #define X(name, idx, idxinv, _x, _y, _z)        kd->PdfsActive[I(x + oX - (_x), y + oY - (_y), z + oZ - (_z), idx)] = pdfs[idx];
+#endif
+       D3Q19_LIST
+       #undef X
+       #undef I
+
+       return;
+}
+
+
+static void ParameterUsage()
+{
+       printf("Kernel parameters:\n");
+       printf("  [-blk <n>] [-blk-[xyz] <n>]\n");
+
+       return;
+}
+
+static void ParseParameters(Parameters * params, int * blk)
+{
+       Assert(blk != NULL);
+
+       blk[0] = 0; blk[1] = 0; blk[2] = 0;
+
+       #define ARG_IS(param)                   (!strcmp(params->KernelArgs[i], param))
+       #define NEXT_ARG_PRESENT() \
+               do { \
+                       if (i + 1 >= params->nKernelArgs) { \
+                               printf("ERROR: argument %s requires a parameter.\n", params->KernelArgs[i]); \
+                               exit(1); \
+                       } \
+               } while (0)
+
+
+       for (int i = 0; i < params->nKernelArgs; ++i) {
+               if (ARG_IS("-blk") || ARG_IS("--blk")) {
+                       NEXT_ARG_PRESENT();
+
+                       int tmp = strtol(params->KernelArgs[++i], NULL, 0);
+
+                       if (tmp <= 0) {
+                               printf("ERROR: blocking parameter must be > 0.\n");
+                               exit(1);
+                       }
+
+                       blk[0] = blk[1] = blk[2] = tmp;
+               }
+               else if (ARG_IS("-blk-x") || ARG_IS("--blk-x")) {
+                       NEXT_ARG_PRESENT();
+
+                       int tmp = strtol(params->KernelArgs[++i], NULL, 0);
+
+                       if (tmp <= 0) {
+                               printf("ERROR: blocking parameter must be > 0.\n");
+                               exit(1);
+                       }
+
+                       blk[0] = tmp;
+               }
+               else if (ARG_IS("-blk-y") || ARG_IS("--blk-y")) {
+                       NEXT_ARG_PRESENT();
+
+                       int tmp = strtol(params->KernelArgs[++i], NULL, 0);
+
+                       if (tmp <= 0) {
+                               printf("ERROR: blocking parameter must be > 0.\n");
+                               exit(1);
+                       }
+
+                       blk[1] = tmp;
+               }
+               else if (ARG_IS("-blk-z") || ARG_IS("--blk-z")) {
+                       NEXT_ARG_PRESENT();
+
+                       int tmp = strtol(params->KernelArgs[++i], NULL, 0);
+
+                       if (tmp <= 0) {
+                               printf("ERROR: blocking parameter must be > 0.\n");
+                               exit(1);
+                       }
+
+                       blk[2] = tmp;
+               }
+               else if (ARG_IS("-h") || ARG_IS("-help") || ARG_IS("--help")) {
+                       ParameterUsage();
+                       exit(1);
+               }
+               else {
+                       printf("ERROR: unknown kernel parameter.\n");
+                       ParameterUsage();
+                       exit(1);
+               }
+       }
+
+       #undef ARG_IS
+       #undef NEXT_ARG_PRESENT
+
+       return;
+}
+
+
+void FNAME(D3Q19BlkInit)(LatticeDesc * ld, KernelData ** kernelData, Parameters * params)
+{
+       KernelDataEx * kdex = NULL;
+       MemAlloc((void **)&kdex, sizeof(KernelDataEx));
+
+       kdex->Blk[0] = 0; kdex->Blk[1] = 0; kdex->Blk[2] = 0;
+
+       KernelData * kd = &kdex->kd;
+       *kernelData = kd;
+
+       kd->nObstIndices = ld->nObst;
+
+       // Ajust the dimensions according to padding, if used.
+       kd->Dims[0] = ld->Dims[0];
+       kd->Dims[1] = ld->Dims[1];
+       kd->Dims[2] = ld->Dims[2];
+
+
+       int * lDims = ld->Dims;
+       int * gDims = kd->GlobalDims;
+
+       gDims[0] = lDims[0] + 2;
+       gDims[1] = lDims[1] + 2;
+       gDims[2] = lDims[2] + 2;
+
+       kd->Offsets[0] = 1;
+       kd->Offsets[1] = 1;
+       kd->Offsets[2] = 1;
+
+       int lX = lDims[0];
+       int lY = lDims[1];
+       int lZ = lDims[2];
+
+       int gX = gDims[0];
+       int gY = gDims[1];
+       int gZ = gDims[2];
+
+       int oX = kd->Offsets[0];
+       int oY = kd->Offsets[1];
+       int oZ = kd->Offsets[2];
+
+       int blk[3] = { 0 };
+
+       int nCells = gX * gY * gZ;
+
+       PdfT * pdfs[2];
+
+       ParseParameters(params, blk);
+
+       if (blk[0] == 0) blk[0] = gX;
+       if (blk[1] == 0) blk[1] = gY;
+       if (blk[2] == 0) blk[2] = gZ;
+
+       printf("# blocking x: %3d y: %3d z: %3d\n", blk[0], blk[1], blk[2]);
+
+
+       kdex->Blk[0] = blk[0]; kdex->Blk[1] = blk[1]; kdex->Blk[2] = blk[2];
+
+
+       printf("# allocating data for %d LB nodes with padding (%lu bytes = %f MiB for both lattices)\n",
+              nCells, 2 * sizeof(PdfT) * nCells * N_D3Q19,
+              2 * sizeof(PdfT) * nCells * N_D3Q19 / 1024.0 / 1024.0);
+
+       MemAlloc((void **)&pdfs[0], sizeof(PdfT) * nCells * N_D3Q19);
+       MemAlloc((void **)&pdfs[1], sizeof(PdfT) * nCells * N_D3Q19);
+
+       kd->Pdfs[0] = pdfs[0];
+       kd->Pdfs[1] = pdfs[1];
+
+       // Initialize PDFs with some (arbitrary) data for correct NUMA placement.
+       // This depends on the chosen data layout.
+       // The structure of the loop should resemble the same "execution layout"
+       // as in the kernel!
+#ifdef _OPENMP
+       #pragma omp parallel for collapse(3)
+#endif
+
+       for (int bZ = 0; bZ < gZ; bZ += blk[2]) {
+               for (int bY = 0; bY < gY; bY += blk[1]) {
+                       for (int bX = 0; bX < gX; bX += blk[0]) {
+
+                               // Must do everything here, else it would break collapse.
+                               int eZ = MIN(bZ + blk[2], gZ);
+                               int eY = MIN(bY + blk[1], gY);
+                               int eX = MIN(bX + blk[0], gX);
+
+                               for (int z = bZ; z < eZ; ++z) {
+                                       for (int y = bY; y < eY; ++y) {
+                                               for (int x = bX; x < eX; ++x) {
+
+                                                       for (int d = 0; d < N_D3Q19; ++d) {
+                                                               pdfs[0][P_INDEX_5(gDims, x, y, z, d)] = 1.0;
+                                                               pdfs[1][P_INDEX_5(gDims, x, y, z, d)] = 1.0;
+                                                       }
+
+                                               }
+                                       }
+                               }
+                       }
+               }
+       }
+
+       // Initialize all PDFs to some standard value.
+       for (int z = 0; z < gZ; ++z) {
+               for (int y = 0; y < gY; ++y) {
+                       for (int x = 0; x < gX; ++x) {
+                               for (int d = 0; d < N_D3Q19; ++d) {
+                                       pdfs[0][P_INDEX_5(gDims, x, y, z, d)] = 0.0;
+                                       pdfs[1][P_INDEX_5(gDims, x, y, z, d)] = 0.0;
+                               }
+                       }
+               }
+       }
+
+
+       // Count how many *PDFs* need bounce back treatment.
+
+       uint64_t nPdfs = ((uint64_t)19) * gX * gY * gZ;
+
+       if (nPdfs > ((2LU << 31) - 1)) {
+               printf("ERROR: number of PDFs exceed 2^31.\n");
+               exit(1);
+       }
+
+       // Compiler bug? Incorrect computation of nBounceBackPdfs when using icc 15.0.2.
+       // Works when declaring nBounceBackPdfs as int64_t or using volatile.
+       volatile int nBounceBackPdfs = 0;
+       // int64_t nBounceBackPdfs = 0;
+       int nx, ny, nz, px, py, pz;
+
+       // TODO: apply blocking?
+
+       for (int z = 0; z < lZ; ++z) {
+               for (int y = 0; y < lY; ++y) {
+                       for (int x = 0; x < lX; ++x) {
+
+                               if (ld->Lattice[L_INDEX_4(ld->Dims, x, y, z)] != LAT_CELL_OBSTACLE) {
+                                       for (int d = 0; d < N_D3Q19; ++d) {
+#ifdef PROP_MODEL_PUSH
+                                               nx = x + D3Q19_X[d];
+                                               ny = y + D3Q19_Y[d];
+                                               nz = z + D3Q19_Z[d];
+#elif PROP_MODEL_PULL
+                                               nx = x - D3Q19_X[d];
+                                               ny = y - D3Q19_Y[d];
+                                               nz = z - D3Q19_Z[d];
+#else
+       #error PROP_MODEL_NAME unknown.
+#endif
+                                               // Check if neighbor is inside the lattice.
+                                               // if(nx < 0 || ny < 0 || nz < 0 || nx >= lX || ny >= lY || nz >= lZ) {
+                                               //      continue;
+                                               // }
+                                               if ((nx < 0 || nx >= lX) && ld->PeriodicX) {
+                                                       ++nBounceBackPdfs; // Compiler bug --> see above
+                                               }
+                                               else if ((ny < 0 || ny >= lY) && ld->PeriodicY) {
+                                                       ++nBounceBackPdfs; // Compiler bug --> see above
+                                               }
+                                               else if ((nz < 0 || nz >= lZ) && ld->PeriodicZ) {
+                                                       ++nBounceBackPdfs; // Compiler bug --> see above
+                                               }
+                                               else if (nx < 0 || ny < 0 || nz < 0 || nx >= lX || ny >= lY || nz >= lZ) {
+                                                       continue;
+                                               }
+                                               else if (ld->Lattice[L_INDEX_4(lDims, nx, ny, nz)] == LAT_CELL_OBSTACLE) {
+                                                       ++nBounceBackPdfs; // Compiler bug --> see above
+                                               }
+                                       }
+                               }
+                       }
+               }
+       }
+
+
+       printf("# allocating %d indices for bounce back pdfs (%s for source and destination array)\n", nBounceBackPdfs, ByteToHuman(sizeof(int) * nBounceBackPdfs * 2));
+
+       MemAlloc((void **) & (kd->BounceBackPdfsSrc), sizeof(int) * nBounceBackPdfs + 100);
+       MemAlloc((void **) & (kd->BounceBackPdfsDst), sizeof(int) * nBounceBackPdfs + 100);
+
+       kd->nBounceBackPdfs = nBounceBackPdfs;
+       nBounceBackPdfs = 0;
+
+       int srcIndex;
+       int dstIndex;
+
+       for (int z = 0; z < lZ; ++z) {
+               for (int y = 0; y < lY; ++y) {
+                       for (int x = 0; x < lX; ++x) {
+
+                               if (ld->Lattice[L_INDEX_4(ld->Dims, x, y, z)] != LAT_CELL_OBSTACLE) {
+                                       for (int d = 0; d < N_D3Q19; ++d) {
+#ifdef PROP_MODEL_PUSH
+                                               nx = x + D3Q19_X[d];
+                                               ny = y + D3Q19_Y[d];
+                                               nz = z + D3Q19_Z[d];
+#elif PROP_MODEL_PULL
+                                               nx = x - D3Q19_X[d];
+                                               ny = y - D3Q19_Y[d];
+                                               nz = z - D3Q19_Z[d];
+#else
+       #error PROP_MODEL_NAME unknown.
+#endif
+
+                                               if (    ((nx < 0 || nx >= lX) && ld->PeriodicX) ||
+                                                               ((ny < 0 || ny >= lY) && ld->PeriodicY) ||
+                                                               ((nz < 0 || nz >= lZ) && ld->PeriodicZ)
+                                               ){
+                                                       // Implement periodic boundary in X direction.
+
+                                                       // If the target node reached through propagation is outside the lattice
+                                                       // the kernel stores it in some buffer around the domain.
+                                                       // From this position the PDF must be transported to the other side of the
+                                                       // geometry.
+
+                                                       // Take PDF from outside the domain.
+
+                                                       // x periodic
+                                                       if (nx < 0) {
+                                                               px = lX - 1;
+                                                       }
+                                                       else if (nx >= lX) {
+                                                               px = 0;
+                                                       } else {
+                                                               px = nx;
+                                                       }
+
+                                                       // y periodic
+                                                       if (ny < 0) {
+                                                               py = lY - 1;
+                                                       }
+                                                       else if (ny >= lY) {
+                                                               py = 0;
+                                                       } else {
+                                                               py = ny;
+                                                       }
+
+                                                       // z periodic
+                                                       if (nz < 0) {
+                                                               pz = lZ - 1;
+                                                       }
+                                                       else if (nz >= lZ) {
+                                                               pz = 0;
+                                                       } else {
+                                                               pz = nz;
+                                                       }
+
+                                                       if (ld->Lattice[L_INDEX_4(lDims, px, py, pz)] == LAT_CELL_OBSTACLE) {
+#ifdef PROP_MODEL_PUSH
+                                                               srcIndex = P_INDEX_5(gDims, nx + oX, ny + oY, nz + oZ, d);
+                                                               dstIndex = P_INDEX_5(gDims,  x + oX,  y + oY,  z + oZ, D3Q19_INV[d]);
+#elif PROP_MODEL_PULL
+                                                               srcIndex = P_INDEX_5(gDims,  x + oX,  y + oY,  z + oZ, D3Q19_INV[d]);
+                                                               dstIndex = P_INDEX_5(gDims, nx + oX, ny + oY, nz + oZ, d);
+#endif
+                                                       }
+                                                       else {
+
+#ifdef PROP_MODEL_PUSH
+                                                               srcIndex = P_INDEX_5(gDims, nx + oX, ny + oY, nz + oZ, d);
+                                                               // Put it on the other side back into the domain.
+                                                               dstIndex = P_INDEX_5(gDims, px + oX, py + oY, pz + oZ, d);
+#elif PROP_MODEL_PULL
+                                                               srcIndex = P_INDEX_5(gDims, px + oX, py + oY, pz + oZ, d);
+                                                               // Put it on the other side back into the ghost layer.
+                                                               dstIndex = P_INDEX_5(gDims, nx + oX, ny + oY, nz + oZ, d);
+#endif
+
+                                                               VerifyMsg(nBounceBackPdfs < kd->nBounceBackPdfs, "nBBPdfs %d < kd->nBBPdfs %d  xyz: %d %d %d d: %d\n", nBounceBackPdfs, kd->nBounceBackPdfs, x, y, z, d);
+
+                                                       }
+
+                                                       kd->BounceBackPdfsSrc[nBounceBackPdfs] = srcIndex;
+                                                       kd->BounceBackPdfsDst[nBounceBackPdfs] = dstIndex;
+
+                                                       ++nBounceBackPdfs;
+
+                                               }
+                                               else if (nx < 0 || ny < 0 || nz < 0 || nx >= lX || ny >= lY || nz >= lZ) {
+                                                       continue;
+                                               }
+                                               else if (ld->Lattice[L_INDEX_4(lDims, nx, ny, nz)] == LAT_CELL_OBSTACLE) {
+#ifdef PROP_MODEL_PUSH
+                                                       srcIndex = P_INDEX_5(gDims, nx + oX, ny + oY, nz + oZ, d);
+                                                       dstIndex = P_INDEX_5(gDims,  x + oX,  y + oY,  z + oZ, D3Q19_INV[d]);
+#elif PROP_MODEL_PULL
+                                                       srcIndex = P_INDEX_5(gDims,  x + oX,  y + oY,  z + oZ, D3Q19_INV[d]);
+                                                       dstIndex = P_INDEX_5(gDims, nx + oX, ny + oY, nz + oZ, d);
+                                                       // srcIndex = P_INDEX_5(gDims,  x + oX,  y + oY,  z + oZ, d);
+                                                       // dstIndex = P_INDEX_5(gDims, nx + oX, ny + oY, nz + oZ, D3Q19_INV[d]);
+#endif
+
+                                                       VerifyMsg(nBounceBackPdfs < kd->nBounceBackPdfs, "nBBPdfs %d < kd->nBBPdfs %d  xyz: %d %d %d d: %d\n", nBounceBackPdfs, kd->nBounceBackPdfs, x, y, z, d);
+
+                                                       kd->BounceBackPdfsSrc[nBounceBackPdfs] = srcIndex;
+                                                       kd->BounceBackPdfsDst[nBounceBackPdfs] = dstIndex;
+
+                                                       ++nBounceBackPdfs;
+                                               }
+                                       }
+                               }
+                       }
+               }
+       }
+
+
+       // Fill remaining KernelData structures
+       kd->GetNode = FNAME(GetNode);
+       kd->SetNode = FNAME(SetNode);
+
+       kd->BoundaryConditionsGetPdf = FNAME(BcGetPdf);
+       kd->BoundaryConditionsSetPdf = FNAME(BcSetPdf);
+
+       kd->Kernel = FNAME(D3Q19BlkKernel);
+
+       kd->DstPdfs = NULL;
+       kd->PdfsActive = kd->Pdfs[0];
+
+       return;
+}
+
+void FNAME(D3Q19BlkDeinit)(LatticeDesc * ld, KernelData ** kernelData)
+{
+       MemFree((void **) & ((*kernelData)->Pdfs[0]));
+       MemFree((void **) & ((*kernelData)->Pdfs[1]));
+
+       MemFree((void **) & ((*kernelData)->BounceBackPdfsSrc));
+       MemFree((void **) & ((*kernelData)->BounceBackPdfsDst));
+
+       MemFree((void **)kernelData);
+
+       return;
+}
+
+// Kernels without blocking perform the same initialization/deinitialization as with
+// blocking, except that a different kernel is called. Hence, no arguments are allowed.
+
+void FNAME(D3Q19Init)(LatticeDesc * ld, KernelData ** kernelData, Parameters * params)
+{
+       Parameters p;
+
+       if (params->nKernelArgs != 0) {
+               printf("ERROR: unknown kernel parameter.\n");
+               printf("This kernels accepts no parameters.\n");
+               exit(1);
+       }
+
+       // Setup an empty parameters structure.
+       p.nArgs        = params->nArgs;
+       p.Args         = params->Args;
+       p.nKernelArgs  = 0;
+       p.KernelArgs   = NULL;
+
+       // Call init routine for blocking kernel and override the
+       // kernel function to be called later on.
+       FNAME(D3Q19BlkInit)(ld, kernelData, &p);
+
+       (*kernelData)->Kernel = FNAME(D3Q19Kernel);
+
+       return;
+
+}
+
+void FNAME(D3Q19Deinit)(LatticeDesc * ld, KernelData ** kernelData)
+{
+       FNAME(D3Q19BlkDeinit)(ld, kernelData);
+       return;
+}
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