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mfem/fem/bilininteg_hdiv.cpp
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2022-10-21 15:00:47 -07:00

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// Copyright (c) 2010-2022, Lawrence Livermore National Security, LLC. Produced
// at the Lawrence Livermore National Laboratory. All Rights reserved. See files
// LICENSE and NOTICE for details. LLNL-CODE-806117.
//
// This file is part of the MFEM library. For more information and source code
// availability visit https://mfem.org.
//
// MFEM is free software; you can redistribute it and/or modify it under the
// terms of the BSD-3 license. We welcome feedback and contributions, see file
// CONTRIBUTING.md for details.
#include "../general/forall.hpp"
#include "bilininteg.hpp"
#include "gridfunc.hpp"
#include "qspace.hpp"
using namespace std;
// Piola transformation in H(div): w = (1 / det (dF)) dF \hat{w}
// div w = (1 / det (dF)) \hat{div} \hat{w}
namespace mfem
{
// PA H(div) Mass Assemble 2D kernel
void PAHdivSetup2D(const int Q1D,
const int coeffDim,
const int NE,
const Array<double> &w,
const Vector &j,
Vector &coeff_,
Vector &op)
{
const bool symmetric = (coeffDim != 4);
const int NQ = Q1D*Q1D;
auto W = w.Read();
auto J = Reshape(j.Read(), NQ, 2, 2, NE);
auto C = Reshape(coeff_.Read(), coeffDim, NQ, NE);
auto y = Reshape(op.Write(), NQ, symmetric ? 3 : 4, NE);
MFEM_FORALL(e, NE,
{
for (int q = 0; q < NQ; ++q)
{
const double J11 = J(q,0,0,e);
const double J21 = J(q,1,0,e);
const double J12 = J(q,0,1,e);
const double J22 = J(q,1,1,e);
const double c_detJ = W[q] / ((J11*J22)-(J21*J12));
// (1/detJ) J^T C J
if (coeffDim == 3 || coeffDim == 4) // Matrix coefficient
{
const double C11 = C(0,q,e);
const double C12 = C(1,q,e);
const double C21 = symmetric ? C12 : C(2,q,e);
const double C22 = symmetric ? C(2,q,e) : C(3,q,e);
const double R11 = C11*J11 + C12*J21;
const double R21 = C21*J11 + C22*J21;
const double R12 = C11*J12 + C12*J22;
const double R22 = C21*J12 + C22*J22;
y(q,0,e) = c_detJ * (J11*R11 + J21*R21); // 1,1
y(q,1,e) = c_detJ * (J11*R12 + J21*R22); // 1,2
if (symmetric)
{
y(q,2,e) = c_detJ * (J12*R12 + J22*R22); // 2,2
}
else
{
y(q,2,e) = c_detJ * (J12*R11 + J22*R21); // 2,1
y(q,3,e) = c_detJ * (J12*R12 + J22*R22); // 2,2
}
}
else // Vector or scalar coefficient
{
const double C1 = C(0,q,e);
const double C2 = (coeffDim == 2 ? C(1,q,e) : C1);
y(q,0,e) = c_detJ * (J11*C1*J11 + J21*C2*J21); // 1,1
y(q,1,e) = c_detJ * (J11*C1*J12 + J21*C2*J22); // 1,2
y(q,2,e) = c_detJ * (J12*C1*J12 + J22*C2*J22); // 2,2
}
}
});
}
// PA H(div) Mass Assemble 3D kernel
void PAHdivSetup3D(const int Q1D,
const int coeffDim,
const int NE,
const Array<double> &w,
const Vector &j,
Vector &coeff_,
Vector &op)
{
const bool symmetric = (coeffDim != 9);
const int NQ = Q1D*Q1D*Q1D;
auto W = w.Read();
auto J = Reshape(j.Read(), NQ, 3, 3, NE);
auto C = Reshape(coeff_.Read(), coeffDim, NQ, NE);
auto y = Reshape(op.Write(), NQ, symmetric ? 6 : 9, NE);
MFEM_FORALL(e, NE,
{
for (int q = 0; q < NQ; ++q)
{
const double J11 = J(q,0,0,e);
const double J21 = J(q,1,0,e);
const double J31 = J(q,2,0,e);
const double J12 = J(q,0,1,e);
const double J22 = J(q,1,1,e);
const double J32 = J(q,2,1,e);
const double J13 = J(q,0,2,e);
const double J23 = J(q,1,2,e);
const double J33 = J(q,2,2,e);
const double detJ = J11 * (J22 * J33 - J32 * J23) -
/* */ J21 * (J12 * J33 - J32 * J13) +
/* */ J31 * (J12 * J23 - J22 * J13);
const double c_detJ = W[q] / detJ;
// (1/detJ) J^T C J
if (coeffDim == 6 || coeffDim == 9) // Matrix coefficient version
{
double M[3][3];
M[0][0] = C(0, q, e);
M[0][1] = C(1, q, e);
M[0][2] = C(2, q, e);
M[1][0] = (!symmetric) ? C(3, q, e) : M[0][1];
M[1][1] = (!symmetric) ? C(4, q, e) : C(3, q, e);
M[1][2] = (!symmetric) ? C(5, q, e) : C(4, q, e);
M[2][0] = (!symmetric) ? C(6, q, e) : M[0][2];
M[2][1] = (!symmetric) ? C(7, q, e) : M[1][2];
M[2][2] = (!symmetric) ? C(8, q, e) : C(5, q, e);
int idx = 0;
for (int i=0; i<3; ++i)
for (int j = (symmetric ? i : 0); j<3; ++j)
{
y(q,idx,e) = 0.0;
for (int k=0; k<3; ++k)
{
double MJ_kj = 0.0;
for (int l=0; l<3; ++l)
{
MJ_kj += M[k][l] * J(q,l,j,e);
}
y(q,idx,e) += J(q,k,i,e) * MJ_kj;
}
y(q,idx,e) *= c_detJ;
idx++;
}
}
else // Vector or scalar coefficient version
{
int idx = 0;
for (int i=0; i<3; ++i)
for (int j=i; j<3; ++j)
{
y(q,idx,e) = 0.0;
for (int k=0; k<3; ++k)
{
y(q,idx,e) += J(q,k,i,e) * C(coeffDim == 3 ? k : 0, q, e) * J(q,k,j,e);
}
y(q,idx,e) *= c_detJ;
idx++;
}
}
}
});
}
void PAHdivMassApply2D(const int D1D,
const int Q1D,
const int NE,
const bool symmetric,
const Array<double> &Bo_,
const Array<double> &Bc_,
const Array<double> &Bot_,
const Array<double> &Bct_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
constexpr static int VDIM = 2;
constexpr static int MAX_D1D = HDIV_MAX_D1D;
constexpr static int MAX_Q1D = HDIV_MAX_Q1D;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Bc = Reshape(Bc_.Read(), Q1D, D1D);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto Bct = Reshape(Bct_.Read(), D1D, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, symmetric ? 3 : 4, NE);
auto x = Reshape(x_.Read(), 2*(D1D-1)*D1D, NE);
auto y = Reshape(y_.ReadWrite(), 2*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
double mass[MAX_Q1D][MAX_Q1D][VDIM];
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
for (int c = 0; c < VDIM; ++c)
{
mass[qy][qx][c] = 0.0;
}
}
}
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dx = (c == 1) ? D1D - 1 : D1D;
const int D1Dy = (c == 0) ? D1D - 1 : D1D;
for (int dy = 0; dy < D1Dy; ++dy)
{
double massX[MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
massX[qx] = 0.0;
}
for (int dx = 0; dx < D1Dx; ++dx)
{
const double t = x(dx + (dy * D1Dx) + osc, e);
for (int qx = 0; qx < Q1D; ++qx)
{
massX[qx] += t * ((c == 0) ? Bc(qx,dx) : Bo(qx,dx));
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Bc(qy,dy) : Bo(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
mass[qy][qx][c] += massX[qx] * wy;
}
}
}
osc += D1Dx * D1Dy;
} // loop (c) over components
// Apply D operator.
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
const double O11 = op(qx,qy,0,e);
const double O12 = op(qx,qy,1,e);
const double O21 = symmetric ? O12 : op(qx,qy,2,e);
const double O22 = symmetric ? op(qx,qy,2,e) : op(qx,qy,3,e);
const double massX = mass[qy][qx][0];
const double massY = mass[qy][qx][1];
mass[qy][qx][0] = (O11*massX)+(O12*massY);
mass[qy][qx][1] = (O21*massX)+(O22*massY);
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dx = (c == 1) ? D1D - 1 : D1D;
const int D1Dy = (c == 0) ? D1D - 1 : D1D;
double massX[MAX_D1D];
for (int dx = 0; dx < D1Dx; ++dx)
{
massX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
massX[dx] += mass[qy][qx][c] * ((c == 0) ? Bct(dx,qx) :
Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 1) ? Bct(dy,qy) : Bot(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
y(dx + (dy * D1Dx) + osc, e) += massX[dx] * wy;
}
}
osc += D1Dx * D1Dy;
} // loop c
} // loop qy
}); // end of element loop
}
template<int T_D1D = 0, int T_Q1D = 0>
void SmemPAHdivMassApply2D(const int NE,
const bool symmetric,
const Array<double> &Bo_,
const Array<double> &Bc_,
const Array<double> &Bot_,
const Array<double> &Bct_,
const Vector &op_,
const Vector &x_,
Vector &y_,
const int d1d = 0,
const int q1d = 0)
{
MFEM_CONTRACT_VAR(Bot_);
MFEM_CONTRACT_VAR(Bct_);
static constexpr int VDIM = 2;
const int D1D = T_D1D ? T_D1D : d1d;
const int Q1D = T_Q1D ? T_Q1D : q1d;
const auto bo = Reshape(Bo_.Read(), Q1D, D1D-1);
const auto bc = Reshape(Bc_.Read(), Q1D, D1D);
const auto D = Reshape(op_.Read(), Q1D, Q1D, symmetric ? 3 : 4, NE);
const auto x = Reshape(x_.Read(), D1D*(D1D-1), VDIM, NE);
auto y = y_.ReadWrite();
MFEM_FORALL_3D(e, NE, Q1D, Q1D, VDIM,
{
const int tidz = MFEM_THREAD_ID(z);
const int D1D = T_D1D ? T_D1D : d1d;
const int Q1D = T_Q1D ? T_Q1D : q1d;
constexpr int MQ1 = T_Q1D ? T_Q1D : HDIV_MAX_Q1D;
constexpr int MD1 = T_D1D ? T_D1D : HDIV_MAX_D1D;
constexpr int MDQ = (MQ1 > MD1) ? MQ1 : MD1;
MFEM_SHARED double smo[MQ1*(MD1-1)];
DeviceMatrix Bo(smo, D1D-1, Q1D);
MFEM_SHARED double smc[MQ1*MD1];
DeviceMatrix Bc(smc, D1D, Q1D);
MFEM_SHARED double sm0[VDIM*MDQ*MDQ];
MFEM_SHARED double sm1[VDIM*MDQ*MDQ];
DeviceMatrix X(sm0, D1D*(D1D-1), VDIM);
DeviceCube QD(sm1, Q1D, D1D, VDIM);
DeviceCube QQ(sm0, Q1D, Q1D, VDIM);
// Load X, Bo and Bc into shared memory
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
MFEM_FOREACH_THREAD(dy,y,D1D)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
if (qx < D1D && dy < (D1D-1)) { X(qx + dy*D1D,vd) = x(qx+dy*D1D,vd,e); }
if (tidz == 0)
{
if (dy < (D1D-1)) { Bo(dy,qx) = bo(qx,dy); }
Bc(dy,qx) = bc(qx,dy);
}
}
}
}
MFEM_SYNC_THREAD;
// Apply B operator
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nx = (vd == 0) ? D1D : D1D-1;
const int ny = (vd == 1) ? D1D : D1D-1;
DeviceCube Xxy(X, nx, ny, VDIM);
DeviceMatrix Bx = (vd == 0) ? Bc : Bo;
MFEM_FOREACH_THREAD(dy,y,ny)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
double dq = 0.0;
for (int dx = 0; dx < nx; ++dx)
{
dq += Xxy(dx,dy,vd) * Bx(dx,qx);
}
QD(qx,dy,vd) = dq;
}
}
}
MFEM_SYNC_THREAD;
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int ny = (vd == 1) ? D1D : D1D-1;
DeviceMatrix By = (vd == 1) ? Bc : Bo;
MFEM_FOREACH_THREAD(qy,y,Q1D)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
double qq = 0.0;
for (int dy = 0; dy < ny; ++dy)
{
qq += QD(qx,dy,vd) * By(dy,qy);
}
QQ(qx,qy,vd) = qq;
}
}
}
MFEM_SYNC_THREAD;
// Apply D operator
if (tidz == 0)
{
MFEM_FOREACH_THREAD(qy,y,Q1D)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
const double Qx = QQ(qx,qy,0);
const double Qy = QQ(qx,qy,1);
const double D11 = D(qx,qy,0,e);
const double D12 = D(qx,qy,1,e);
const double D21 = symmetric ? D12 : D(qx,qy,2,e);
const double D22 = symmetric ? D(qx,qy,2,e) : D(qx,qy,3,e);
QQ(qx,qy,0) = D11*Qx + D12*Qy;
QQ(qx,qy,1) = D21*Qx + D22*Qy;
}
}
}
MFEM_SYNC_THREAD;
// Apply Bt operator
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nx = (vd == 0) ? D1D : D1D-1;
DeviceMatrix Btx = (vd == 0) ? Bc : Bo;
MFEM_FOREACH_THREAD(qy,y,Q1D)
{
MFEM_FOREACH_THREAD(dx,x,nx)
{
double qd = 0.0;
for (int qx = 0; qx < Q1D; ++qx)
{
qd += QQ(qx,qy,vd) * Btx(dx,qx);
}
QD(dx,qy,vd) = qd;
}
}
}
MFEM_SYNC_THREAD;
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nx = (vd == 0) ? D1D : D1D-1;
const int ny = (vd == 1) ? D1D : D1D-1;
DeviceMatrix Bty = (vd == 1) ? Bc : Bo;
DeviceTensor<4> Yxy(y, nx, ny, VDIM, NE);
MFEM_FOREACH_THREAD(dy,y,ny)
{
MFEM_FOREACH_THREAD(dx,x,nx)
{
double dd = 0.0;
for (int qy = 0; qy < Q1D; ++qy)
{
dd += QD(dx,qy,vd) * Bty(dy,qy);
}
Yxy(dx,dy,vd,e) += dd;
}
}
}
MFEM_SYNC_THREAD;
});
}
void PAHdivMassAssembleDiagonal2D(const int D1D,
const int Q1D,
const int NE,
const bool symmetric,
const Array<double> &Bo_,
const Array<double> &Bc_,
const Vector &op_,
Vector &diag_)
{
constexpr static int VDIM = 2;
constexpr static int MAX_Q1D = HDIV_MAX_Q1D;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Bc = Reshape(Bc_.Read(), Q1D, D1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, symmetric ? 3 : 4, NE);
auto diag = Reshape(diag_.ReadWrite(), 2*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dx = (c == 1) ? D1D - 1 : D1D;
const int D1Dy = (c == 0) ? D1D - 1 : D1D;
for (int dy = 0; dy < D1Dy; ++dy)
{
double mass[MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
mass[qx] = 0.0;
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Bc(qy,dy) : Bo(qy,dy);
mass[qx] += wy*wy*((c == 0) ? op(qx,qy,0,e) : op(qx,qy,symmetric ? 2 : 3,e));
}
}
for (int dx = 0; dx < D1Dx; ++dx)
{
double val = 0.0;
for (int qx = 0; qx < Q1D; ++qx)
{
const double wx = (c == 0) ? Bc(qx,dx) : Bo(qx,dx);
val += mass[qx] * wx * wx;
}
diag(dx + (dy * D1Dx) + osc, e) += val;
}
}
osc += D1Dx * D1Dy;
} // loop (c) over components
}); // end of element loop
}
void PAHdivMassAssembleDiagonal3D(const int D1D,
const int Q1D,
const int NE,
const bool symmetric,
const Array<double> &Bo_,
const Array<double> &Bc_,
const Vector &op_,
Vector &diag_)
{
MFEM_VERIFY(D1D <= HDIV_MAX_D1D, "Error: D1D > HDIV_MAX_D1D");
MFEM_VERIFY(Q1D <= HDIV_MAX_Q1D, "Error: Q1D > HDIV_MAX_Q1D");
constexpr static int VDIM = 3;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Bc = Reshape(Bc_.Read(), Q1D, D1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, Q1D, symmetric ? 6 : 9, NE);
auto diag = Reshape(diag_.ReadWrite(), 3*(D1D-1)*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
const int opc = (c == 0) ? 0 : ((c == 1) ? (symmetric ? 3 : 4) :
(symmetric ? 5 : 8));
double mass[HDIV_MAX_Q1D];
for (int dz = 0; dz < D1Dz; ++dz)
{
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
mass[qx] = 0.0;
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Bc(qy,dy) : Bo(qy,dy);
for (int qz = 0; qz < Q1D; ++qz)
{
const double wz = (c == 2) ? Bc(qz,dz) : Bo(qz,dz);
mass[qx] += wy * wy * wz * wz * op(qx,qy,qz,opc,e);
}
}
}
for (int dx = 0; dx < D1Dx; ++dx)
{
double val = 0.0;
for (int qx = 0; qx < Q1D; ++qx)
{
const double wx = (c == 0) ? Bc(qx,dx) : Bo(qx,dx);
val += mass[qx] * wx * wx;
}
diag(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e) += val;
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop c
}); // end of element loop
}
void PAHdivMassApply3D(const int D1D,
const int Q1D,
const int NE,
const bool symmetric,
const Array<double> &Bo_,
const Array<double> &Bc_,
const Array<double> &Bot_,
const Array<double> &Bct_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
MFEM_VERIFY(D1D <= HDIV_MAX_D1D, "Error: D1D > HDIV_MAX_D1D");
MFEM_VERIFY(Q1D <= HDIV_MAX_Q1D, "Error: Q1D > HDIV_MAX_Q1D");
constexpr static int VDIM = 3;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Bc = Reshape(Bc_.Read(), Q1D, D1D);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto Bct = Reshape(Bct_.Read(), D1D, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, Q1D, symmetric ? 6 : 9, NE);
auto x = Reshape(x_.Read(), 3*(D1D-1)*(D1D-1)*D1D, NE);
auto y = Reshape(y_.ReadWrite(), 3*(D1D-1)*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
double mass[HDIV_MAX_Q1D][HDIV_MAX_Q1D][HDIV_MAX_Q1D][VDIM];
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
for (int c = 0; c < VDIM; ++c)
{
mass[qz][qy][qx][c] = 0.0;
}
}
}
}
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dz = 0; dz < D1Dz; ++dz)
{
double massXY[HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
massXY[qy][qx] = 0.0;
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
double massX[HDIV_MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
massX[qx] = 0.0;
}
for (int dx = 0; dx < D1Dx; ++dx)
{
const double t = x(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e);
for (int qx = 0; qx < Q1D; ++qx)
{
massX[qx] += t * ((c == 0) ? Bc(qx,dx) : Bo(qx,dx));
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Bc(qy,dy) : Bo(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
const double wx = massX[qx];
massXY[qy][qx] += wx * wy;
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
const double wz = (c == 2) ? Bc(qz,dz) : Bo(qz,dz);
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
mass[qz][qy][qx][c] += massXY[qy][qx] * wz;
}
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop (c) over components
// Apply D operator.
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
const double O11 = op(qx,qy,qz,0,e);
const double O12 = op(qx,qy,qz,1,e);
const double O13 = op(qx,qy,qz,2,e);
const double O21 = symmetric ? O12 : op(qx,qy,qz,3,e);
const double O22 = symmetric ? op(qx,qy,qz,3,e) : op(qx,qy,qz,4,e);
const double O23 = symmetric ? op(qx,qy,qz,4,e) : op(qx,qy,qz,5,e);
const double O31 = symmetric ? O13 : op(qx,qy,qz,6,e);
const double O32 = symmetric ? O23 : op(qx,qy,qz,7,e);
const double O33 = symmetric ? op(qx,qy,qz,5,e) : op(qx,qy,qz,8,e);
const double massX = mass[qz][qy][qx][0];
const double massY = mass[qz][qy][qx][1];
const double massZ = mass[qz][qy][qx][2];
mass[qz][qy][qx][0] = (O11*massX)+(O12*massY)+(O13*massZ);
mass[qz][qy][qx][1] = (O21*massX)+(O22*massY)+(O23*massZ);
mass[qz][qy][qx][2] = (O31*massX)+(O32*massY)+(O33*massZ);
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
double massXY[HDIV_MAX_D1D][HDIV_MAX_D1D];
osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
massXY[dy][dx] = 0;
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
double massX[HDIV_MAX_D1D];
for (int dx = 0; dx < D1Dx; ++dx)
{
massX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
massX[dx] += mass[qz][qy][qx][c] *
((c == 0) ? Bct(dx,qx) : Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 1) ? Bct(dy,qy) : Bot(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
massXY[dy][dx] += massX[dx] * wy;
}
}
}
for (int dz = 0; dz < D1Dz; ++dz)
{
const double wz = (c == 2) ? Bct(dz,qz) : Bot(dz,qz);
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
y(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e) +=
massXY[dy][dx] * wz;
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop c
} // loop qz
}); // end of element loop
}
template<int T_D1D = 0, int T_Q1D = 0>
void SmemPAHdivMassApply3D(const int NE,
const bool symmetric,
const Array<double> &Bo_,
const Array<double> &Bc_,
const Array<double> &Bot_,
const Array<double> &Bct_,
const Vector &op_,
const Vector &x_,
Vector &y_,
const int d1d = 0,
const int q1d = 0)
{
MFEM_CONTRACT_VAR(Bot_);
MFEM_CONTRACT_VAR(Bct_);
static constexpr int VDIM = 3;
const int D1D = T_D1D ? T_D1D : d1d;
const int Q1D = T_Q1D ? T_Q1D : q1d;
const auto bo = Reshape(Bo_.Read(), Q1D, D1D-1);
const auto bc = Reshape(Bc_.Read(), Q1D, D1D);
const auto D = Reshape(op_.Read(), Q1D, Q1D, Q1D, symmetric ? 6 : 9, NE);
const auto x = Reshape(x_.Read(), D1D*(D1D-1)*(D1D-1), VDIM, NE);
auto y = y_.ReadWrite();
MFEM_FORALL_3D(e, NE, Q1D, Q1D, VDIM,
{
const int tidz = MFEM_THREAD_ID(z);
const int D1D = T_D1D ? T_D1D : d1d;
const int Q1D = T_Q1D ? T_Q1D : q1d;
constexpr int MQ1 = T_Q1D ? T_Q1D : HDIV_MAX_Q1D;
constexpr int MD1 = T_D1D ? T_D1D : HDIV_MAX_D1D;
constexpr int MDQ = (MQ1 > MD1) ? MQ1 : MD1;
MFEM_SHARED double smo[MQ1*(MD1-1)];
DeviceMatrix Bo(smo, D1D-1, Q1D);
MFEM_SHARED double smc[MQ1*MD1];
DeviceMatrix Bc(smc, D1D, Q1D);
MFEM_SHARED double sm0[VDIM*MDQ*MDQ*MDQ];
MFEM_SHARED double sm1[VDIM*MDQ*MDQ*MDQ];
DeviceMatrix X(sm0, D1D*(D1D-1)*(D1D-1), VDIM);
DeviceTensor<4> QDD(sm1, Q1D, D1D, D1D, VDIM);
DeviceTensor<4> QQD(sm0, Q1D, Q1D, D1D, VDIM);
DeviceTensor<4> QQQ(sm1, Q1D, Q1D, Q1D, VDIM);
DeviceTensor<4> DQQ(sm0, D1D, Q1D, Q1D, VDIM);
DeviceTensor<4> DDQ(sm1, D1D, D1D, Q1D, VDIM);
// Load X into shared memory
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
MFEM_FOREACH_THREAD(dz,y,D1D-1)
{
MFEM_FOREACH_THREAD(dy,x,D1D-1)
{
MFEM_UNROLL(MD1)
for (int dx = 0; dx < D1D; ++dx)
{
X(dx+(dy+dz*(D1D-1))*D1D,vd) = x(dx+(dy+dz*(D1D-1))*D1D,vd,e);
}
}
}
}
// Load Bo and Bc into shared memory
if (tidz == 0)
{
MFEM_FOREACH_THREAD(d,y,D1D-1)
{
MFEM_FOREACH_THREAD(q,x,Q1D)
{
Bo(d,q) = bo(q,d);
}
}
MFEM_FOREACH_THREAD(d,y,D1D)
{
MFEM_FOREACH_THREAD(q,x,Q1D)
{
Bc(d,q) = bc(q,d);
}
}
}
MFEM_SYNC_THREAD;
// Apply B operator
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nx = (vd == 0) ? D1D : D1D-1;
const int ny = (vd == 1) ? D1D : D1D-1;
const int nz = (vd == 2) ? D1D : D1D-1;
DeviceTensor<4> Xxyz(X, nx, ny, nz, VDIM);
DeviceMatrix Bx = (vd == 0) ? Bc : Bo;
MFEM_FOREACH_THREAD(dy,y,ny)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
double u[D1D];
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz) { u[dz] = 0.0; }
MFEM_UNROLL(MD1)
for (int dx = 0; dx < nx; ++dx)
{
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz)
{
u[dz] += Xxyz(dx,dy,dz,vd) * Bx(dx,qx);
}
}
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz) { QDD(qx,dy,dz,vd) = u[dz]; }
}
}
}
MFEM_SYNC_THREAD;
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int ny = (vd == 1) ? D1D : D1D-1;
const int nz = (vd == 2) ? D1D : D1D-1;
DeviceMatrix By = (vd == 1) ? Bc : Bo;
MFEM_FOREACH_THREAD(qy,y,Q1D)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
double u[D1D];
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz) { u[dz] = 0.0; }
MFEM_UNROLL(MD1)
for (int dy = 0; dy < ny; ++dy)
{
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz)
{
u[dz] += QDD(qx,dy,dz,vd) * By(dy,qy);
}
}
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz) { QQD(qx,qy,dz,vd) = u[dz]; }
}
}
}
MFEM_SYNC_THREAD;
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nz = (vd == 2) ? D1D : D1D-1;
DeviceMatrix Bz = (vd == 2) ? Bc : Bo;
MFEM_FOREACH_THREAD(qy,y,Q1D)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
double u[Q1D];
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz) { u[qz] = 0.0; }
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz)
{
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz)
{
u[qz] += QQD(qx,qy,dz,vd) * Bz(dz,qz);
}
}
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz) { QQQ(qx,qy,qz,vd) = u[qz]; }
}
}
}
MFEM_SYNC_THREAD;
// Apply D operator
if (tidz == 0)
{
MFEM_FOREACH_THREAD(qy,y,Q1D)
{
MFEM_FOREACH_THREAD(qx,x,Q1D)
{
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz)
{
const double Qx = QQQ(qx,qy,qz,0);
const double Qy = QQQ(qx,qy,qz,1);
const double Qz = QQQ(qx,qy,qz,2);
const double D11 = D(qx,qy,qz,0,e);
const double D12 = D(qx,qy,qz,1,e);
const double D13 = D(qx,qy,qz,2,e);
const double D21 = symmetric ? D12 : D(qx,qy,qz,3,e);
const double D22 = symmetric ? D(qx,qy,qz,3,e) : D(qx,qy,qz,4,e);
const double D23 = symmetric ? D(qx,qy,qz,4,e) : D(qx,qy,qz,5,e);
const double D31 = symmetric ? D13 : D(qx,qy,qz,6,e);
const double D32 = symmetric ? D23 : D(qx,qy,qz,7,e);
const double D33 = symmetric ? D(qx,qy,qz,5,e) : D(qx,qy,qz,8,e);
QQQ(qx,qy,qz,0) = D11*Qx + D12*Qy + D13*Qz;
QQQ(qx,qy,qz,1) = D21*Qx + D22*Qy + D23*Qz;
QQQ(qx,qy,qz,2) = D31*Qx + D32*Qy + D33*Qz;
}
}
}
}
MFEM_SYNC_THREAD;
// Apply Bt operator
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nx = (vd == 0) ? D1D : D1D-1;
DeviceMatrix Btx = (vd == 0) ? Bc : Bo;
MFEM_FOREACH_THREAD(qy,y,Q1D)
{
MFEM_FOREACH_THREAD(dx,x,nx)
{
double u[Q1D];
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz) { u[qz] = 0.0; }
MFEM_UNROLL(MQ1)
for (int qx = 0; qx < Q1D; ++qx)
{
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz)
{
u[qz] += QQQ(qx,qy,qz,vd) * Btx(dx,qx);
}
}
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz) { DQQ(dx,qy,qz,vd) = u[qz]; }
}
}
}
MFEM_SYNC_THREAD;
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nx = (vd == 0) ? D1D : D1D-1;
const int ny = (vd == 1) ? D1D : D1D-1;
DeviceMatrix Bty = (vd == 1) ? Bc : Bo;
MFEM_FOREACH_THREAD(dy,y,ny)
{
MFEM_FOREACH_THREAD(dx,x,nx)
{
double u[Q1D];
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz) { u[qz] = 0.0; }
MFEM_UNROLL(MQ1)
for (int qy = 0; qy < Q1D; ++qy)
{
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz)
{
u[qz] += DQQ(dx,qy,qz,vd) * Bty(dy,qy);
}
}
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz) { DDQ(dx,dy,qz,vd) = u[qz]; }
}
}
}
MFEM_SYNC_THREAD;
MFEM_FOREACH_THREAD(vd,z,VDIM)
{
const int nx = (vd == 0) ? D1D : D1D-1;
const int ny = (vd == 1) ? D1D : D1D-1;
const int nz = (vd == 2) ? D1D : D1D-1;
DeviceTensor<5> Yxyz(y, nx, ny, nz, VDIM, NE);
DeviceMatrix Btz = (vd == 2) ? Bc : Bo;
MFEM_FOREACH_THREAD(dy,y,ny)
{
MFEM_FOREACH_THREAD(dx,x,nx)
{
double u[D1D];
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz) { u[dz] = 0.0; }
MFEM_UNROLL(MQ1)
for (int qz = 0; qz < Q1D; ++qz)
{
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz)
{
u[dz] += DDQ(dx,dy,qz,vd) * Btz(dz,qz);
}
}
MFEM_UNROLL(MD1)
for (int dz = 0; dz < nz; ++dz) { Yxyz(dx,dy,dz,vd,e) += u[dz]; }
}
}
}
MFEM_SYNC_THREAD;
});
}
void PAHdivMassApply(const int dim,
const int D1D,
const int Q1D,
const int NE,
const bool symmetric,
const Array<double> &Bo,
const Array<double> &Bc,
const Array<double> &Bot,
const Array<double> &Bct,
const Vector &op,
const Vector &x,
Vector &y)
{
const int id = (D1D << 4) | Q1D;
if (dim == 2)
{
switch (id)
{
case 0x22: return SmemPAHdivMassApply2D<2,2>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x33: return SmemPAHdivMassApply2D<3,3>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x44: return SmemPAHdivMassApply2D<4,4>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x55: return SmemPAHdivMassApply2D<5,5>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
default: // fallback
return PAHdivMassApply2D(D1D,Q1D,NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
}
}
else if (dim == 3)
{
switch (id)
{
case 0x23: return SmemPAHdivMassApply3D<2,3>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x34: return SmemPAHdivMassApply3D<3,4>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x45: return SmemPAHdivMassApply3D<4,5>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x56: return SmemPAHdivMassApply3D<5,6>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x67: return SmemPAHdivMassApply3D<6,7>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
case 0x78: return SmemPAHdivMassApply3D<7,8>(NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
default: // fallback
return PAHdivMassApply3D(D1D,Q1D,NE,symmetric,Bo,Bc,Bot,Bct,op,x,y);
}
}
}
// PA H(div) div-div assemble 2D kernel
// NOTE: this is identical to PACurlCurlSetup3D
static void PADivDivSetup2D(const int Q1D,
const int NE,
const Array<double> &w,
const Vector &j,
Vector &coeff_,
Vector &op)
{
const int NQ = Q1D*Q1D;
auto W = w.Read();
auto J = Reshape(j.Read(), NQ, 2, 2, NE);
auto coeff = Reshape(coeff_.Read(), NQ, NE);
auto y = Reshape(op.Write(), NQ, NE);
MFEM_FORALL(e, NE,
{
for (int q = 0; q < NQ; ++q)
{
const double J11 = J(q,0,0,e);
const double J21 = J(q,1,0,e);
const double J12 = J(q,0,1,e);
const double J22 = J(q,1,1,e);
const double detJ = (J11*J22)-(J21*J12);
y(q,e) = W[q] * coeff(q,e) / detJ;
}
});
}
static void PADivDivSetup3D(const int Q1D,
const int NE,
const Array<double> &w,
const Vector &j,
Vector &coeff_,
Vector &op)
{
const int NQ = Q1D*Q1D*Q1D;
auto W = w.Read();
auto J = Reshape(j.Read(), NQ, 3, 3, NE);
auto coeff = Reshape(coeff_.Read(), NQ, NE);
auto y = Reshape(op.Write(), NQ, NE);
MFEM_FORALL(e, NE,
{
for (int q = 0; q < NQ; ++q)
{
const double J11 = J(q,0,0,e);
const double J21 = J(q,1,0,e);
const double J31 = J(q,2,0,e);
const double J12 = J(q,0,1,e);
const double J22 = J(q,1,1,e);
const double J32 = J(q,2,1,e);
const double J13 = J(q,0,2,e);
const double J23 = J(q,1,2,e);
const double J33 = J(q,2,2,e);
const double detJ = J11 * (J22 * J33 - J32 * J23) -
/* */ J21 * (J12 * J33 - J32 * J13) +
/* */ J31 * (J12 * J23 - J22 * J13);
y(q,e) = W[q] * coeff(q, e) / detJ;
}
});
}
static void PADivDivApply2D(const int D1D,
const int Q1D,
const int NE,
const Array<double> &Bo_,
const Array<double> &Gc_,
const Array<double> &Bot_,
const Array<double> &Gct_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
constexpr static int VDIM = 2;
constexpr static int MAX_D1D = HDIV_MAX_D1D;
constexpr static int MAX_Q1D = HDIV_MAX_Q1D;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto Gc = Reshape(Gc_.Read(), Q1D, D1D);
auto Gct = Reshape(Gct_.Read(), D1D, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, NE);
auto x = Reshape(x_.Read(), 2*(D1D-1)*D1D, NE);
auto y = Reshape(y_.ReadWrite(), 2*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
double div[MAX_Q1D][MAX_Q1D];
// div[qy][qx] will be computed as du_x/dx + du_y/dy
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] = 0;
}
}
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dx = (c == 1) ? D1D - 1 : D1D;
const int D1Dy = (c == 0) ? D1D - 1 : D1D;
for (int dy = 0; dy < D1Dy; ++dy)
{
double gradX[MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
gradX[qx] = 0;
}
for (int dx = 0; dx < D1Dx; ++dx)
{
const double t = x(dx + (dy * D1Dx) + osc, e);
for (int qx = 0; qx < Q1D; ++qx)
{
gradX[qx] += t * ((c == 0) ? Gc(qx,dx) : Bo(qx,dx));
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 0) ? Bo(qy,dy) : Gc(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] += gradX[qx] * wy;
}
}
}
osc += D1Dx * D1Dy;
} // loop (c) over components
// Apply D operator.
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] *= op(qx,qy,e);
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dx = (c == 1) ? D1D - 1 : D1D;
const int D1Dy = (c == 0) ? D1D - 1 : D1D;
double gradX[MAX_D1D];
for (int dx = 0; dx < D1Dx; ++dx)
{
gradX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
gradX[dx] += div[qy][qx] * (c == 0 ? Gct(dx,qx) : Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 0) ? Bot(dy,qy) : Gct(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
y(dx + (dy * D1Dx) + osc, e) += gradX[dx] * wy;
}
}
osc += D1Dx * D1Dy;
} // loop c
} // loop qy
}); // end of element loop
}
static void PADivDivApply3D(const int D1D,
const int Q1D,
const int NE,
const Array<double> &Bo_,
const Array<double> &Gc_,
const Array<double> &Bot_,
const Array<double> &Gct_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
MFEM_VERIFY(D1D <= HDIV_MAX_D1D, "Error: D1D > HDIV_MAX_D1D");
MFEM_VERIFY(Q1D <= HDIV_MAX_Q1D, "Error: Q1D > HDIV_MAX_Q1D");
constexpr static int VDIM = 3;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Gc = Reshape(Gc_.Read(), Q1D, D1D);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto Gct = Reshape(Gct_.Read(), D1D, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, Q1D, NE);
auto x = Reshape(x_.Read(), 3*(D1D-1)*(D1D-1)*D1D, NE);
auto y = Reshape(y_.ReadWrite(), 3*(D1D-1)*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
double div[HDIV_MAX_Q1D][HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] = 0.0;
}
}
}
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dz = 0; dz < D1Dz; ++dz)
{
double aXY[HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
aXY[qy][qx] = 0.0;
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
double aX[HDIV_MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] = 0.0;
}
for (int dx = 0; dx < D1Dx; ++dx)
{
const double t = x(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e);
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] += t * ((c == 0) ? Gc(qx,dx) : Bo(qx,dx));
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Gc(qy,dy) : Bo(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
const double wx = aX[qx];
aXY[qy][qx] += wx * wy;
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
const double wz = (c == 2) ? Gc(qz,dz) : Bo(qz,dz);
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] += aXY[qy][qx] * wz;
}
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop (c) over components
// Apply D operator.
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] *= op(qx,qy,qz,e);
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
double aXY[HDIV_MAX_D1D][HDIV_MAX_D1D];
osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aXY[dy][dx] = 0;
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
double aX[HDIV_MAX_D1D];
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] += div[qz][qy][qx] *
(c == 0 ? Gct(dx,qx) : Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 1) ? Gct(dy,qy) : Bot(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
aXY[dy][dx] += aX[dx] * wy;
}
}
}
for (int dz = 0; dz < D1Dz; ++dz)
{
const double wz = (c == 2) ? Gct(dz,qz) : Bot(dz,qz);
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
y(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e) +=
aXY[dy][dx] * wz;
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop c
} // loop qz
}); // end of element loop
}
void DivDivIntegrator::AssemblePA(const FiniteElementSpace &fes)
{
// Assumes tensor-product elements
Mesh *mesh = fes.GetMesh();
const FiniteElement *fel = fes.GetFE(0);
const VectorTensorFiniteElement *el =
dynamic_cast<const VectorTensorFiniteElement*>(fel);
MFEM_VERIFY(el != NULL, "Only VectorTensorFiniteElement is supported!");
const IntegrationRule *ir = IntRule ? IntRule : &MassIntegrator::GetRule
(*el, *el, *mesh->GetElementTransformation(0));
const int dims = el->GetDim();
MFEM_VERIFY(dims == 2 || dims == 3, "");
const int nq = ir->GetNPoints();
dim = mesh->Dimension();
MFEM_VERIFY(dim == 2 || dim == 3, "");
ne = fes.GetNE();
geom = mesh->GetGeometricFactors(*ir, GeometricFactors::JACOBIANS);
mapsC = &el->GetDofToQuad(*ir, DofToQuad::TENSOR);
mapsO = &el->GetDofToQuadOpen(*ir, DofToQuad::TENSOR);
dofs1D = mapsC->ndof;
quad1D = mapsC->nqpt;
MFEM_VERIFY(dofs1D == mapsO->ndof + 1 && quad1D == mapsO->nqpt, "");
pa_data.SetSize(nq * ne, Device::GetMemoryType());
QuadratureSpace qs(*mesh, *ir);
CoefficientVector coeff(Q, qs, CoefficientStorage::FULL);
if (el->GetDerivType() == mfem::FiniteElement::DIV && dim == 3)
{
PADivDivSetup3D(quad1D, ne, ir->GetWeights(), geom->J, coeff, pa_data);
}
else if (el->GetDerivType() == mfem::FiniteElement::DIV && dim == 2)
{
PADivDivSetup2D(quad1D, ne, ir->GetWeights(), geom->J, coeff, pa_data);
}
else
{
MFEM_ABORT("Unknown kernel.");
}
}
void DivDivIntegrator::AddMultPA(const Vector &x, Vector &y) const
{
if (dim == 3)
PADivDivApply3D(dofs1D, quad1D, ne, mapsO->B, mapsC->G,
mapsO->Bt, mapsC->Gt, pa_data, x, y);
else if (dim == 2)
PADivDivApply2D(dofs1D, quad1D, ne, mapsO->B, mapsC->G,
mapsO->Bt, mapsC->Gt, pa_data, x, y);
else
{
MFEM_ABORT("Unsupported dimension!");
}
}
static void PADivDivAssembleDiagonal2D(const int D1D,
const int Q1D,
const int NE,
const Array<double> &Bo_,
const Array<double> &Gc_,
const Vector &op_,
Vector &diag_)
{
constexpr static int VDIM = 2;
constexpr static int MAX_Q1D = HDIV_MAX_Q1D;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Gc = Reshape(Gc_.Read(), Q1D, D1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, NE);
auto diag = Reshape(diag_.ReadWrite(), 2*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dx = (c == 1) ? D1D - 1 : D1D;
const int D1Dy = (c == 0) ? D1D - 1 : D1D;
double div[MAX_Q1D];
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qx] = 0.0;
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 0) ? Bo(qy,dy) : Gc(qy,dy);
div[qx] += wy * wy * op(qx,qy,e);
}
}
for (int dx = 0; dx < D1Dx; ++dx)
{
double val = 0.0;
for (int qx = 0; qx < Q1D; ++qx)
{
const double wx = (c == 0) ? Gc(qx,dx) : Bo(qx,dx);
val += div[qx] * wx * wx;
}
diag(dx + (dy * D1Dx) + osc, e) += val;
}
}
osc += D1Dx * D1Dy;
} // loop c
});
}
static void PADivDivAssembleDiagonal3D(const int D1D,
const int Q1D,
const int NE,
const Array<double> &Bo_,
const Array<double> &Gc_,
const Vector &op_,
Vector &diag_)
{
MFEM_VERIFY(D1D <= HDIV_MAX_D1D, "Error: D1D > HDIV_MAX_D1D");
MFEM_VERIFY(Q1D <= HDIV_MAX_Q1D, "Error: Q1D > HDIV_MAX_Q1D");
constexpr static int VDIM = 3;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Gc = Reshape(Gc_.Read(), Q1D, D1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, Q1D, NE);
auto diag = Reshape(diag_.ReadWrite(), 3*(D1D-1)*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dz = 0; dz < D1Dz; ++dz)
{
for (int dy = 0; dy < D1Dy; ++dy)
{
double a[HDIV_MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
a[qx] = 0.0;
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Gc(qy,dy) : Bo(qy,dy);
for (int qz = 0; qz < Q1D; ++qz)
{
const double wz = (c == 2) ? Gc(qz,dz) : Bo(qz,dz);
a[qx] += wy * wy * wz * wz * op(qx,qy,qz,e);
}
}
}
for (int dx = 0; dx < D1Dx; ++dx)
{
double val = 0.0;
for (int qx = 0; qx < Q1D; ++qx)
{
const double wx = (c == 0) ? Gc(qx,dx) : Bo(qx,dx);
val += a[qx] * wx * wx;
}
diag(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e) += val;
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop c
}); // end of element loop
}
void DivDivIntegrator::AssembleDiagonalPA(Vector& diag)
{
if (dim == 3)
{
PADivDivAssembleDiagonal3D(dofs1D, quad1D, ne,
mapsO->B, mapsC->G, pa_data, diag);
}
else
{
PADivDivAssembleDiagonal2D(dofs1D, quad1D, ne,
mapsO->B, mapsC->G, pa_data, diag);
}
}
// PA H(div)-L2 (div u, p) assemble 2D kernel
static void PADivL2Setup2D(const int Q1D,
const int NE,
const Array<double> &w,
Vector &coeff_,
Vector &op)
{
const int NQ = Q1D*Q1D;
auto W = w.Read();
auto coeff = Reshape(coeff_.Read(), NQ, NE);
auto y = Reshape(op.Write(), NQ, NE);
MFEM_FORALL(e, NE,
{
for (int q = 0; q < NQ; ++q)
{
y(q,e) = W[q] * coeff(q,e);
}
});
}
static void PADivL2Setup3D(const int Q1D,
const int NE,
const Array<double> &w,
Vector &coeff_,
Vector &op)
{
const int NQ = Q1D*Q1D*Q1D;
auto W = w.Read();
auto coeff = Reshape(coeff_.Read(), NQ, NE);
auto y = Reshape(op.Write(), NQ, NE);
MFEM_FORALL(e, NE,
{
for (int q = 0; q < NQ; ++q)
{
y(q,e) = W[q] * coeff(q, e);
}
});
}
void
VectorFEDivergenceIntegrator::AssemblePA(const FiniteElementSpace &trial_fes,
const FiniteElementSpace &test_fes)
{
// Assumes tensor-product elements, with a vector test space and
// scalar trial space.
Mesh *mesh = trial_fes.GetMesh();
const FiniteElement *trial_fel = trial_fes.GetFE(0);
const FiniteElement *test_fel = test_fes.GetFE(0);
const VectorTensorFiniteElement *trial_el =
dynamic_cast<const VectorTensorFiniteElement*>(trial_fel);
MFEM_VERIFY(trial_el != NULL, "Only VectorTensorFiniteElement is supported!");
const NodalTensorFiniteElement *test_el =
dynamic_cast<const NodalTensorFiniteElement*>(test_fel);
MFEM_VERIFY(test_el != NULL, "Only NodalTensorFiniteElement is supported!");
const IntegrationRule *ir = IntRule ? IntRule : &MassIntegrator::GetRule(
*trial_el, *trial_el,
*mesh->GetElementTransformation(0));
const int dims = trial_el->GetDim();
MFEM_VERIFY(dims == 2 || dims == 3, "");
const int nq = ir->GetNPoints();
dim = mesh->Dimension();
MFEM_VERIFY(dim == 2 || dim == 3, "");
MFEM_VERIFY(trial_el->GetOrder() == test_el->GetOrder() + 1, "");
ne = trial_fes.GetNE();
mapsC = &trial_el->GetDofToQuad(*ir, DofToQuad::TENSOR);
mapsO = &trial_el->GetDofToQuadOpen(*ir, DofToQuad::TENSOR);
dofs1D = mapsC->ndof;
quad1D = mapsC->nqpt;
L2mapsO = &test_el->GetDofToQuad(*ir, DofToQuad::TENSOR);
L2dofs1D = L2mapsO->ndof;
MFEM_VERIFY(dofs1D == mapsO->ndof + 1 && quad1D == mapsO->nqpt, "");
if (dim == 2)
{
MFEM_VERIFY(nq == quad1D * quad1D, "");
}
else
{
MFEM_VERIFY(nq == quad1D * quad1D * quad1D, "");
}
pa_data.SetSize(nq * ne, Device::GetMemoryType());
QuadratureSpace qs(*mesh, *ir);
CoefficientVector coeff(Q, qs, CoefficientStorage::FULL);
if (test_el->GetMapType() == FiniteElement::INTEGRAL)
{
const GeometricFactors *geom =
mesh->GetGeometricFactors(*ir, GeometricFactors::DETERMINANTS);
coeff /= geom->detJ;
}
if (trial_el->GetDerivType() == mfem::FiniteElement::DIV && dim == 3)
{
PADivL2Setup3D(quad1D, ne, ir->GetWeights(), coeff, pa_data);
}
else if (trial_el->GetDerivType() == mfem::FiniteElement::DIV && dim == 2)
{
PADivL2Setup2D(quad1D, ne, ir->GetWeights(), coeff, pa_data);
}
else
{
MFEM_ABORT("Unknown kernel.");
}
}
// Apply to x corresponding to DOFs in H(div) (trial), whose divergence is
// integrated against L_2 test functions corresponding to y.
static void PAHdivL2Apply3D(const int D1D,
const int Q1D,
const int L2D1D,
const int NE,
const Array<double> &Bo_,
const Array<double> &Gc_,
const Array<double> &L2Bot_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
MFEM_VERIFY(D1D <= HDIV_MAX_D1D, "Error: D1D > HDIV_MAX_D1D");
MFEM_VERIFY(Q1D <= HDIV_MAX_Q1D, "Error: Q1D > HDIV_MAX_Q1D");
constexpr static int VDIM = 3;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Gc = Reshape(Gc_.Read(), Q1D, D1D);
auto L2Bot = Reshape(L2Bot_.Read(), L2D1D, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, Q1D, NE);
auto x = Reshape(x_.Read(), 3*(D1D-1)*(D1D-1)*D1D, NE);
auto y = Reshape(y_.ReadWrite(), L2D1D, L2D1D, L2D1D, NE);
MFEM_FORALL(e, NE,
{
double div[HDIV_MAX_Q1D][HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] = 0.0;
}
}
}
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dz = 0; dz < D1Dz; ++dz)
{
double aXY[HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
aXY[qy][qx] = 0.0;
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
double aX[HDIV_MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] = 0.0;
}
for (int dx = 0; dx < D1Dx; ++dx)
{
const double t = x(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e);
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] += t * ((c == 0) ? Gc(qx,dx) : Bo(qx,dx));
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Gc(qy,dy) : Bo(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
aXY[qy][qx] += aX[qx] * wy;
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
const double wz = (c == 2) ? Gc(qz,dz) : Bo(qz,dz);
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] += aXY[qy][qx] * wz;
}
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop (c) over components
// Apply D operator.
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] *= op(qx,qy,qz,e);
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
double aXY[HDIV_MAX_D1D][HDIV_MAX_D1D];
for (int dy = 0; dy < L2D1D; ++dy)
{
for (int dx = 0; dx < L2D1D; ++dx)
{
aXY[dy][dx] = 0;
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
double aX[HDIV_MAX_D1D];
for (int dx = 0; dx < L2D1D; ++dx)
{
aX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < L2D1D; ++dx)
{
aX[dx] += div[qz][qy][qx] * L2Bot(dx,qx);
}
}
for (int dy = 0; dy < L2D1D; ++dy)
{
const double wy = L2Bot(dy,qy);
for (int dx = 0; dx < L2D1D; ++dx)
{
aXY[dy][dx] += aX[dx] * wy;
}
}
}
for (int dz = 0; dz < L2D1D; ++dz)
{
const double wz = L2Bot(dz,qz);
for (int dy = 0; dy < L2D1D; ++dy)
{
for (int dx = 0; dx < L2D1D; ++dx)
{
y(dx,dy,dz,e) += aXY[dy][dx] * wz;
}
}
}
} // loop qz
}); // end of element loop
}
// Apply to x corresponding to DOFs in H(div) (trial), whose divergence is
// integrated against L_2 test functions corresponding to y.
static void PAHdivL2Apply2D(const int D1D,
const int Q1D,
const int L2D1D,
const int NE,
const Array<double> &Bo_,
const Array<double> &Gc_,
const Array<double> &L2Bot_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
constexpr static int VDIM = 2;
constexpr static int MAX_D1D = HDIV_MAX_D1D;
constexpr static int MAX_Q1D = HDIV_MAX_Q1D;
auto Bo = Reshape(Bo_.Read(), Q1D, D1D-1);
auto Gc = Reshape(Gc_.Read(), Q1D, D1D);
auto L2Bot = Reshape(L2Bot_.Read(), L2D1D, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, NE);
auto x = Reshape(x_.Read(), 2*(D1D-1)*D1D, NE);
auto y = Reshape(y_.ReadWrite(), L2D1D, L2D1D, NE);
MFEM_FORALL(e, NE,
{
double div[MAX_Q1D][MAX_Q1D];
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] = 0.0;
}
}
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dy = 0; dy < D1Dy; ++dy)
{
double aX[MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] = 0.0;
}
for (int dx = 0; dx < D1Dx; ++dx)
{
const double t = x(dx + (dy * D1Dx) + osc, e);
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] += t * ((c == 0) ? Gc(qx,dx) : Bo(qx,dx));
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = (c == 1) ? Gc(qy,dy) : Bo(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] += aX[qx] * wy;
}
}
}
osc += D1Dx * D1Dy;
} // loop (c) over components
// Apply D operator.
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] *= op(qx,qy,e);
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
double aX[MAX_D1D];
for (int dx = 0; dx < L2D1D; ++dx)
{
aX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < L2D1D; ++dx)
{
aX[dx] += div[qy][qx] * L2Bot(dx,qx);
}
}
for (int dy = 0; dy < L2D1D; ++dy)
{
const double wy = L2Bot(dy,qy);
for (int dx = 0; dx < L2D1D; ++dx)
{
y(dx,dy,e) += aX[dx] * wy;
}
}
}
}); // end of element loop
}
static void PAHdivL2ApplyTranspose3D(const int D1D,
const int Q1D,
const int L2D1D,
const int NE,
const Array<double> &L2Bo_,
const Array<double> &Gct_,
const Array<double> &Bot_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
MFEM_VERIFY(D1D <= HDIV_MAX_D1D, "Error: D1D > HDIV_MAX_D1D");
MFEM_VERIFY(Q1D <= HDIV_MAX_Q1D, "Error: Q1D > HDIV_MAX_Q1D");
constexpr static int VDIM = 3;
auto L2Bo = Reshape(L2Bo_.Read(), Q1D, L2D1D);
auto Gct = Reshape(Gct_.Read(), D1D, Q1D);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, Q1D, NE);
auto x = Reshape(x_.Read(), L2D1D, L2D1D, L2D1D, NE);
auto y = Reshape(y_.ReadWrite(), 3*(D1D-1)*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
double div[HDIV_MAX_Q1D][HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] = 0.0;
}
}
}
for (int dz = 0; dz < L2D1D; ++dz)
{
double aXY[HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
aXY[qy][qx] = 0.0;
}
}
for (int dy = 0; dy < L2D1D; ++dy)
{
double aX[HDIV_MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] = 0.0;
}
for (int dx = 0; dx < L2D1D; ++dx)
{
const double t = x(dx,dy,dz,e);
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] += t * L2Bo(qx,dx);
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = L2Bo(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
aXY[qy][qx] += aX[qx] * wy;
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
const double wz = L2Bo(qz,dz);
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] += aXY[qy][qx] * wz;
}
}
}
}
// Apply D operator.
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] *= op(qx,qy,qz,e);
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
double aXY[HDIV_MAX_D1D][HDIV_MAX_D1D];
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aXY[dy][dx] = 0;
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
double aX[HDIV_MAX_D1D];
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] += div[qz][qy][qx] * ((c == 0) ? Gct(dx,qx) :
Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 1) ? Gct(dy,qy) : Bot(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
aXY[dy][dx] += aX[dx] * wy;
}
}
}
for (int dz = 0; dz < D1Dz; ++dz)
{
const double wz = (c == 2) ? Gct(dz,qz) : Bot(dz,qz);
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
y(dx + ((dy + (dz * D1Dy)) * D1Dx) + osc, e) +=
aXY[dy][dx] * wz;
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop c
} // loop qz
}); // end of element loop
}
static void PAHdivL2ApplyTranspose2D(const int D1D,
const int Q1D,
const int L2D1D,
const int NE,
const Array<double> &L2Bo_,
const Array<double> &Gct_,
const Array<double> &Bot_,
const Vector &op_,
const Vector &x_,
Vector &y_)
{
constexpr static int VDIM = 2;
constexpr static int MAX_D1D = HDIV_MAX_D1D;
constexpr static int MAX_Q1D = HDIV_MAX_Q1D;
auto L2Bo = Reshape(L2Bo_.Read(), Q1D, L2D1D);
auto Gct = Reshape(Gct_.Read(), D1D, Q1D);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, NE);
auto x = Reshape(x_.Read(), L2D1D, L2D1D, NE);
auto y = Reshape(y_.ReadWrite(), 2*(D1D-1)*D1D, NE);
MFEM_FORALL(e, NE,
{
double div[MAX_Q1D][MAX_Q1D];
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] = 0.0;
}
}
for (int dy = 0; dy < L2D1D; ++dy)
{
double aX[MAX_Q1D];
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] = 0.0;
}
for (int dx = 0; dx < L2D1D; ++dx)
{
const double t = x(dx,dy,e);
for (int qx = 0; qx < Q1D; ++qx)
{
aX[qx] += t * L2Bo(qx,dx);
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
const double wy = L2Bo(qy,dy);
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] += aX[qx] * wy;
}
}
}
// Apply D operator.
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] *= op(qx,qy,e);
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
double aX[MAX_D1D];
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y components
{
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] += div[qy][qx] * ((c == 0) ? Gct(dx,qx) : Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 0) ? Bot(dy,qy) : Gct(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
y(dx + (dy * D1Dx) + osc, e) += aX[dx] * wy;
}
}
osc += D1Dx * D1Dy;
} // loop c
} // loop qy
}); // end of element loop
}
void VectorFEDivergenceIntegrator::AddMultPA(const Vector &x, Vector &y) const
{
if (dim == 3)
PAHdivL2Apply3D(dofs1D, quad1D, L2dofs1D, ne, mapsO->B, mapsC->G,
L2mapsO->Bt, pa_data, x, y);
else if (dim == 2)
PAHdivL2Apply2D(dofs1D, quad1D, L2dofs1D, ne, mapsO->B, mapsC->G,
L2mapsO->Bt, pa_data, x, y);
else
{
MFEM_ABORT("Unsupported dimension!");
}
}
void VectorFEDivergenceIntegrator::AddMultTransposePA(const Vector &x,
Vector &y) const
{
if (dim == 3)
PAHdivL2ApplyTranspose3D(dofs1D, quad1D, L2dofs1D, ne, L2mapsO->B,
mapsC->Gt, mapsO->Bt, pa_data, x, y);
else if (dim == 2)
PAHdivL2ApplyTranspose2D(dofs1D, quad1D, L2dofs1D, ne, L2mapsO->B,
mapsC->Gt, mapsO->Bt, pa_data, x, y);
else
{
MFEM_ABORT("Unsupported dimension!");
}
}
static void PAHdivL2AssembleDiagonal_ADAt_3D(const int D1D,
const int Q1D,
const int L2D1D,
const int NE,
const Array<double> &L2Bo_,
const Array<double> &Gct_,
const Array<double> &Bot_,
const Vector &op_,
const Vector &D_,
Vector &diag_)
{
MFEM_VERIFY(D1D <= HDIV_MAX_D1D, "Error: D1D > HDIV_MAX_D1D");
MFEM_VERIFY(Q1D <= HDIV_MAX_Q1D, "Error: Q1D > HDIV_MAX_Q1D");
constexpr static int VDIM = 3;
auto L2Bo = Reshape(L2Bo_.Read(), Q1D, L2D1D);
auto Gct = Reshape(Gct_.Read(), D1D, Q1D);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, Q1D, NE);
auto D = Reshape(D_.Read(), 3*(D1D-1)*(D1D-1)*D1D, NE);
auto diag = Reshape(diag_.ReadWrite(), L2D1D, L2D1D, L2D1D, NE);
MFEM_FORALL(e, NE,
{
for (int rz = 0; rz < L2D1D; ++rz)
{
for (int ry = 0; ry < L2D1D; ++ry)
{
for (int rx = 0; rx < L2D1D; ++rx)
{
// Compute row (rx,ry,rz), assuming all contributions are from
// a single element.
double row[3*HDIV_MAX_D1D*(HDIV_MAX_D1D-1)*(HDIV_MAX_D1D-1)];
double div[HDIV_MAX_Q1D][HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int i=0; i<3*D1D*(D1D - 1)*(D1D - 1); ++i)
{
row[i] = 0;
}
for (int qz = 0; qz < Q1D; ++qz)
{
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qz][qy][qx] = op(qx,qy,qz,e) * L2Bo(qx,rx) *
L2Bo(qy,ry) * L2Bo(qz,rz);
}
}
}
for (int qz = 0; qz < Q1D; ++qz)
{
double aXY[HDIV_MAX_D1D][HDIV_MAX_D1D];
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dz = (c == 2) ? D1D : D1D - 1;
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aXY[dy][dx] = 0;
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
double aX[HDIV_MAX_D1D];
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] += div[qz][qy][qx] * ((c == 0) ? Gct(dx,qx)
: Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 1) ? Gct(dy,qy) : Bot(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
aXY[dy][dx] += aX[dx] * wy;
}
}
}
for (int dz = 0; dz < D1Dz; ++dz)
{
const double wz = (c == 2) ? Gct(dz,qz) : Bot(dz,qz);
for (int dy = 0; dy < D1Dy; ++dy)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
row[dx + ((dy + (dz * D1Dy)) * D1Dx) + osc] +=
aXY[dy][dx] * wz;
}
}
}
osc += D1Dx * D1Dy * D1Dz;
} // loop c
} // loop qz
double val = 0.0;
for (int i=0; i<3*D1D*(D1D - 1)*(D1D - 1); ++i)
{
val += row[i] * row[i] * D(i,e);
}
diag(rx,ry,rz,e) += val;
} // loop rx
} // loop ry
} // loop rz
}); // end of element loop
}
static void PAHdivL2AssembleDiagonal_ADAt_2D(const int D1D,
const int Q1D,
const int L2D1D,
const int NE,
const Array<double> &L2Bo_,
const Array<double> &Gct_,
const Array<double> &Bot_,
const Vector &op_,
const Vector &D_,
Vector &diag_)
{
constexpr static int VDIM = 2;
auto L2Bo = Reshape(L2Bo_.Read(), Q1D, L2D1D);
auto Gct = Reshape(Gct_.Read(), D1D, Q1D);
auto Bot = Reshape(Bot_.Read(), D1D-1, Q1D);
auto op = Reshape(op_.Read(), Q1D, Q1D, NE);
auto D = Reshape(D_.Read(), 2*(D1D-1)*D1D, NE);
auto diag = Reshape(diag_.ReadWrite(), L2D1D, L2D1D, NE);
MFEM_FORALL(e, NE,
{
for (int ry = 0; ry < L2D1D; ++ry)
{
for (int rx = 0; rx < L2D1D; ++rx)
{
// Compute row (rx,ry), assuming all contributions are from
// a single element.
double row[2*HDIV_MAX_D1D*(HDIV_MAX_D1D-1)];
double div[HDIV_MAX_Q1D][HDIV_MAX_Q1D];
for (int i=0; i<2*D1D*(D1D - 1); ++i)
{
row[i] = 0;
}
for (int qy = 0; qy < Q1D; ++qy)
{
for (int qx = 0; qx < Q1D; ++qx)
{
div[qy][qx] = op(qx,qy,e) * L2Bo(qx,rx) * L2Bo(qy,ry);
}
}
for (int qy = 0; qy < Q1D; ++qy)
{
int osc = 0;
for (int c = 0; c < VDIM; ++c) // loop over x, y, z components
{
const int D1Dy = (c == 1) ? D1D : D1D - 1;
const int D1Dx = (c == 0) ? D1D : D1D - 1;
double aX[HDIV_MAX_D1D];
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] = 0;
}
for (int qx = 0; qx < Q1D; ++qx)
{
for (int dx = 0; dx < D1Dx; ++dx)
{
aX[dx] += div[qy][qx] * ((c == 0) ? Gct(dx,qx) :
Bot(dx,qx));
}
}
for (int dy = 0; dy < D1Dy; ++dy)
{
const double wy = (c == 1) ? Gct(dy,qy) : Bot(dy,qy);
for (int dx = 0; dx < D1Dx; ++dx)
{
row[dx + (dy * D1Dx) + osc] += aX[dx] * wy;
}
}
osc += D1Dx * D1Dy;
} // loop c
} // loop qy
double val = 0.0;
for (int i=0; i<2*D1D*(D1D - 1); ++i)
{
val += row[i] * row[i] * D(i,e);
}
diag(rx,ry,e) += val;
} // loop rx
} // loop ry
}); // end of element loop
}
void VectorFEDivergenceIntegrator::AssembleDiagonalPA_ADAt(const Vector &D,
Vector &diag)
{
if (dim == 3)
PAHdivL2AssembleDiagonal_ADAt_3D(dofs1D, quad1D, L2dofs1D, ne, L2mapsO->B,
mapsC->Gt, mapsO->Bt, pa_data, D, diag);
else if (dim == 2)
PAHdivL2AssembleDiagonal_ADAt_2D(dofs1D, quad1D, L2dofs1D, ne, L2mapsO->B,
mapsC->Gt, mapsO->Bt, pa_data, D, diag);
else
{
MFEM_ABORT("Unsupported dimension!");
}
}
} // namespace mfem