/// @file /// Test creation and use of FDM element inverse /// \test Test creation and use of FDM element inverse #include "t541-operator.h" #include #include #include #include int main(int argc, char **argv) { Ceed ceed; CeedElemRestriction elem_restriction_x, elem_restriction_u, elem_restriction_q_data; CeedBasis basis_x, basis_u; CeedQFunction qf_setup_diff, qf_apply; CeedOperator op_setup_diff, op_apply, op_inverse; CeedVector q_data_diff, x, u, v, w; CeedInt num_elem = 1, p = 4, q = 5, dim = 2; CeedInt num_dofs = p * p, num_qpts = num_elem * q * q, q_data_size = dim * (dim + 1) / 2; CeedInit(argv[1], &ceed); // Test skipped if using single precision if (CEED_SCALAR_TYPE == CEED_SCALAR_FP32) return CeedError(ceed, CEED_ERROR_UNSUPPORTED, "Test not implemented in single precision"); // Vectors CeedVectorCreate(ceed, dim * num_elem * (2 * 2), &x); { CeedScalar x_array[dim * num_elem * (2 * 2)]; for (CeedInt i = 0; i < 2; i++) { for (CeedInt j = 0; j < 2; j++) { x_array[i + j * 2 + 0 * 4] = i; x_array[i + j * 2 + 1 * 4] = j; } } CeedVectorSetArray(x, CEED_MEM_HOST, CEED_COPY_VALUES, x_array); } CeedVectorCreate(ceed, num_dofs, &u); CeedVectorCreate(ceed, num_dofs, &v); CeedVectorCreate(ceed, num_dofs, &w); CeedVectorCreate(ceed, q_data_size * num_qpts, &q_data_diff); // Restrictions CeedInt strides_x[3] = {1, 2 * 2, 2 * 2 * dim}; CeedElemRestrictionCreateStrided(ceed, num_elem, 2 * 2, dim, dim * num_elem * 2 * 2, strides_x, &elem_restriction_x); CeedInt strides_u[3] = {1, p * p, p * p}; CeedElemRestrictionCreateStrided(ceed, num_elem, p * p, 1, num_dofs, strides_u, &elem_restriction_u); CeedInt strides_q_data[3] = {1, q * q, q_data_size * q * q}; CeedElemRestrictionCreateStrided(ceed, num_elem, q * q, q_data_size, num_qpts * q_data_size, strides_q_data, &elem_restriction_q_data); // Bases CeedBasisCreateTensorH1Lagrange(ceed, dim, dim, 2, q, CEED_GAUSS, &basis_x); CeedBasisCreateTensorH1Lagrange(ceed, dim, 1, p, q, CEED_GAUSS, &basis_u); // QFunction - setup diff CeedQFunctionCreateInterior(ceed, 1, setup_diff, setup_diff_loc, &qf_setup_diff); CeedQFunctionAddInput(qf_setup_diff, "dx", dim * dim, CEED_EVAL_GRAD); CeedQFunctionAddInput(qf_setup_diff, "weight", 1, CEED_EVAL_WEIGHT); CeedQFunctionAddOutput(qf_setup_diff, "q data", q_data_size, CEED_EVAL_NONE); // Operator - setup diff CeedOperatorCreate(ceed, qf_setup_diff, CEED_QFUNCTION_NONE, CEED_QFUNCTION_NONE, &op_setup_diff); CeedOperatorSetField(op_setup_diff, "dx", elem_restriction_x, basis_x, CEED_VECTOR_ACTIVE); CeedOperatorSetField(op_setup_diff, "weight", CEED_ELEMRESTRICTION_NONE, basis_x, CEED_VECTOR_NONE); CeedOperatorSetField(op_setup_diff, "q data", elem_restriction_q_data, CEED_BASIS_COLLOCATED, CEED_VECTOR_ACTIVE); // Apply Setup Operator CeedOperatorApply(op_setup_diff, x, q_data_diff, CEED_REQUEST_IMMEDIATE); // QFunction - apply CeedQFunctionCreateInterior(ceed, 1, apply, apply_loc, &qf_apply); CeedQFunctionAddInput(qf_apply, "u", dim, CEED_EVAL_GRAD); CeedQFunctionAddInput(qf_apply, "q data diff", q_data_size, CEED_EVAL_NONE); CeedQFunctionAddOutput(qf_apply, "v", dim, CEED_EVAL_GRAD); // Operator - apply CeedOperatorCreate(ceed, qf_apply, CEED_QFUNCTION_NONE, CEED_QFUNCTION_NONE, &op_apply); CeedOperatorSetField(op_apply, "u", elem_restriction_u, basis_u, CEED_VECTOR_ACTIVE); CeedOperatorSetField(op_apply, "q data diff", elem_restriction_q_data, CEED_BASIS_COLLOCATED, q_data_diff); CeedOperatorSetField(op_apply, "v", elem_restriction_u, basis_u, CEED_VECTOR_ACTIVE); // Create FDM element inverse CeedOperatorCreateFDMElementInverse(op_apply, &op_inverse, CEED_REQUEST_IMMEDIATE); // Create Schur complement for element corners CeedScalar S[16]; for (CeedInt i = 0; i < 4; i++) { CeedScalar *u_array; CeedVectorSetValue(u, 0.0); CeedVectorGetArray(u, CEED_MEM_HOST, &u_array); switch (i) { case 0: u_array[0] = 1.0; break; case 1: u_array[p - 1] = 1.0; break; case 2: u_array[p * p - p] = 1.0; break; case 3: u_array[p * p - 1] = 1.0; break; } CeedVectorRestoreArray(u, &u_array); CeedOperatorApply(op_inverse, u, v, CEED_REQUEST_IMMEDIATE); const CeedScalar *v_array; CeedVectorGetArrayRead(v, CEED_MEM_HOST, &v_array); S[0 * 4 + i] = -v_array[0]; S[1 * 4 + i] = -v_array[p - 1]; S[2 * 4 + i] = -v_array[p * p - p]; S[3 * 4 + i] = -v_array[p * p - 1]; CeedVectorRestoreArrayRead(v, &v_array); } CeedScalar S_inv[16]; { CeedScalar det; S_inv[0] = S[5] * S[10] * S[15] - S[5] * S[11] * S[14] - S[9] * S[6] * S[15] + S[9] * S[7] * S[14] + S[13] * S[6] * S[11] - S[13] * S[7] * S[10]; S_inv[4] = -S[4] * S[10] * S[15] + S[4] * S[11] * S[14] + S[8] * S[6] * S[15] - S[8] * S[7] * S[14] - S[12] * S[6] * S[11] + S[12] * S[7] * S[10]; S_inv[8] = S[4] * S[9] * S[15] - S[4] * S[11] * S[13] - S[8] * S[5] * S[15] + S[8] * S[7] * S[13] + S[12] * S[5] * S[11] - S[12] * S[7] * S[9]; S_inv[12] = -S[4] * S[9] * S[14] + S[4] * S[10] * S[13] + S[8] * S[5] * S[14] - S[8] * S[6] * S[13] - S[12] * S[5] * S[10] + S[12] * S[6] * S[9]; S_inv[1] = -S[1] * S[10] * S[15] + S[1] * S[11] * S[14] + S[9] * S[2] * S[15] - S[9] * S[3] * S[14] - S[13] * S[2] * S[11] + S[13] * S[3] * S[10]; S_inv[5] = S[0] * S[10] * S[15] - S[0] * S[11] * S[14] - S[8] * S[2] * S[15] + S[8] * S[3] * S[14] + S[12] * S[2] * S[11] - S[12] * S[3] * S[10]; S_inv[9] = -S[0] * S[9] * S[15] + S[0] * S[11] * S[13] + S[8] * S[1] * S[15] - S[8] * S[3] * S[13] - S[12] * S[1] * S[11] + S[12] * S[3] * S[9]; S_inv[13] = S[0] * S[9] * S[14] - S[0] * S[10] * S[13] - S[8] * S[1] * S[14] + S[8] * S[2] * S[13] + S[12] * S[1] * S[10] - S[12] * S[2] * S[9]; S_inv[2] = S[1] * S[6] * S[15] - S[1] * S[7] * S[14] - S[5] * S[2] * S[15] + S[5] * S[3] * S[14] + S[13] * S[2] * S[7] - S[13] * S[3] * S[6]; S_inv[6] = -S[0] * S[6] * S[15] + S[0] * S[7] * S[14] + S[4] * S[2] * S[15] - S[4] * S[3] * S[14] - S[12] * S[2] * S[7] + S[12] * S[3] * S[6]; S_inv[10] = S[0] * S[5] * S[15] - S[0] * S[7] * S[13] - S[4] * S[1] * S[15] + S[4] * S[3] * S[13] + S[12] * S[1] * S[7] - S[12] * S[3] * S[5]; S_inv[14] = -S[0] * S[5] * S[14] + S[0] * S[6] * S[13] + S[4] * S[1] * S[14] - S[4] * S[2] * S[13] - S[12] * S[1] * S[6] + S[12] * S[2] * S[5]; S_inv[3] = -S[1] * S[6] * S[11] + S[1] * S[7] * S[10] + S[5] * S[2] * S[11] - S[5] * S[3] * S[10] - S[9] * S[2] * S[7] + S[9] * S[3] * S[6]; S_inv[7] = S[0] * S[6] * S[11] - S[0] * S[7] * S[10] - S[4] * S[2] * S[11] + S[4] * S[3] * S[10] + S[8] * S[2] * S[7] - S[8] * S[3] * S[6]; S_inv[11] = -S[0] * S[5] * S[11] + S[0] * S[7] * S[9] + S[4] * S[1] * S[11] - S[4] * S[3] * S[9] - S[8] * S[1] * S[7] + S[8] * S[3] * S[5]; S_inv[15] = S[0] * S[5] * S[10] - S[0] * S[6] * S[9] - S[4] * S[1] * S[10] + S[4] * S[2] * S[9] + S[8] * S[1] * S[6] - S[8] * S[2] * S[5]; det = 1 / (S[0] * S_inv[0] + S[1] * S_inv[4] + S[2] * S_inv[8] + S[3] * S_inv[12]); for (CeedInt i = 0; i < 16; i++) S_inv[i] *= det; } // Set initial values { CeedScalar nodes[p]; CeedScalar *u_array; CeedLobattoQuadrature(p, nodes, NULL); CeedVectorGetArray(u, CEED_MEM_HOST, &u_array); for (CeedInt i = 0; i < p; i++) { for (CeedInt j = 0; j < p; j++) u_array[i * p + j] = -(nodes[i] - 1.0) * (nodes[i] + 1.0) - (nodes[j] - 1.0) * (nodes[j] + 1.0); } CeedVectorRestoreArray(u, &u_array); } // Apply original operator CeedOperatorApply(op_apply, u, v, CEED_REQUEST_IMMEDIATE); // Apply FDM element inverse { // -- Zero corners CeedScalar *v_array; CeedVectorGetArray(v, CEED_MEM_HOST, &v_array); v_array[0] = 0.0; v_array[p - 1] = 0.0; v_array[p * p - p] = 0.0; v_array[p * p - 1] = 0.0; CeedVectorRestoreArray(v, &v_array); // -- Apply FDM inverse to interior CeedOperatorApply(op_inverse, v, w, CEED_REQUEST_IMMEDIATE); // -- Pick off corners const CeedScalar *w_array; CeedScalar w_Pi[4]; CeedVectorGetArrayRead(w, CEED_MEM_HOST, &w_array); w_Pi[0] = w_array[0]; w_Pi[1] = w_array[p - 1]; w_Pi[2] = w_array[p * p - p]; w_Pi[3] = w_array[p * p - 1]; CeedVectorRestoreArrayRead(w, &w_array); // -- Apply inverse of Schur complement CeedScalar v_Pi[4]; for (CeedInt i = 0; i < 4; i++) { CeedScalar sum = 0.0; for (CeedInt j = 0; j < 4; j++) { sum += w_Pi[j] * S_inv[i * 4 + j]; } v_Pi[i] = sum; } // -- Set corners CeedVectorGetArray(v, CEED_MEM_HOST, &v_array); v_array[0] = v_Pi[0]; v_array[p - 1] = v_Pi[1]; v_array[p * p - p] = v_Pi[2]; v_array[p * p - 1] = v_Pi[3]; CeedVectorRestoreArray(v, &v_array); // -- Apply full FDM inverse again CeedOperatorApply(op_inverse, v, w, CEED_REQUEST_IMMEDIATE); } // Check output { const CeedScalar *u_array, *w_array; CeedVectorGetArrayRead(u, CEED_MEM_HOST, &u_array); CeedVectorGetArrayRead(w, CEED_MEM_HOST, &w_array); for (CeedInt i = 0; i < p; i++) { for (CeedInt j = 0; j < p; j++) { if (fabs(u_array[i * p + j] - w_array[i * p + j]) > 2e-3) { // LCOV_EXCL_START printf("[%" CeedInt_FMT ", %" CeedInt_FMT "] Error in inverse: %e != %e\n", i, j, w_array[i * p + j], u_array[i * p + j]); // LCOV_EXCL_STOP } } } CeedVectorRestoreArrayRead(u, &u_array); CeedVectorRestoreArrayRead(w, &w_array); } // Cleanup CeedVectorDestroy(&x); CeedVectorDestroy(&q_data_diff); CeedVectorDestroy(&u); CeedVectorDestroy(&v); CeedVectorDestroy(&w); CeedElemRestrictionDestroy(&elem_restriction_u); CeedElemRestrictionDestroy(&elem_restriction_x); CeedElemRestrictionDestroy(&elem_restriction_q_data); CeedBasisDestroy(&basis_x); CeedBasisDestroy(&basis_u); CeedQFunctionDestroy(&qf_setup_diff); CeedQFunctionDestroy(&qf_apply); CeedOperatorDestroy(&op_setup_diff); CeedOperatorDestroy(&op_apply); CeedOperatorDestroy(&op_inverse); CeedDestroy(&ceed); return 0; }