// Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors. // All Rights Reserved. See the top-level LICENSE and NOTICE files for details. // // SPDX-License-Identifier: BSD-2-Clause // // This file is part of CEED: http://github.com/ceed // libCEED Example 2 // // This example illustrates a simple usage of libCEED to compute the surface // area of a 3D body using matrix-free application of a diffusion operator. // Arbitrary mesh and solution degrees in 1D, 2D and 3D are supported from the // same code. // // The example has no dependencies, and is designed to be self-contained. For // additional examples that use external discretization libraries (MFEM, PETSc, // etc.) see the subdirectories in libceed/examples. // // All libCEED objects use a Ceed device object constructed based on a command // line argument (-ceed). // // Build with: // // make ex2-surface [CEED_DIR=] // // Sample runs: // // ./ex2-surface // ./ex2-surface -ceed /cpu/self // ./ex2-surface -ceed /gpu/cuda // // Next line is grep'd from tap.sh to set its arguments // Test in 1D-3D //TESTARGS(name="1D_user_QFunction") -ceed {ceed_resource} -d 1 -t //TESTARGS(name="2D_user_QFunction") -ceed {ceed_resource} -d 2 -t //TESTARGS(name="3D_user_QFunction") -ceed {ceed_resource} -d 3 -t //TESTARGS(name="1D_Gallery_QFunction") -ceed {ceed_resource} -d 1 -t -g //TESTARGS(name="2D_Gallery_QFunction") -ceed {ceed_resource} -d 2 -t -g //TESTARGS(name="3D_Gallery_QFunction") -ceed {ceed_resource} -d 3 -t -g /// @file /// libCEED example using diffusion operator to compute surface area #include #include #include #include #include "ex2-surface.h" // Auxiliary functions. int GetCartesianMeshSize(CeedInt dim, CeedInt degree, CeedInt prob_size, CeedInt num_xyz[3]); int BuildCartesianRestriction(Ceed ceed, CeedInt dim, CeedInt num_xyz[3], CeedInt degree, CeedInt num_comp, CeedInt *size, CeedInt num_qpts, CeedElemRestriction *restr, CeedElemRestriction *restr_i); int SetCartesianMeshCoords(CeedInt dim, CeedInt num_xyz[3], CeedInt mesh_degree, CeedVector mesh_coords); CeedScalar TransformMeshCoords(CeedInt dim, CeedInt mesh_size, CeedVector mesh_coords); int main(int argc, const char *argv[]) { const char *ceed_spec = "/cpu/self"; CeedInt dim = 3; // dimension of the mesh CeedInt num_comp_x = 3; // number of x components CeedInt mesh_degree = 4; // polynomial degree for the mesh CeedInt sol_degree = 4; // polynomial degree for the solution CeedInt num_qpts = sol_degree + 2; // number of 1D quadrature points CeedInt prob_size = -1; // approximate problem size CeedInt help = 0, test = 0, gallery = 0; // Process command line arguments. for (int ia = 1; ia < argc; ia++) { // LCOV_EXCL_START int next_arg = ((ia+1) < argc), parse_error = 0; if (!strcmp(argv[ia],"-h")) { help = 1; } else if (!strcmp(argv[ia],"-c") || !strcmp(argv[ia],"-ceed")) { parse_error = next_arg ? ceed_spec = argv[++ia], 0 : 1; } else if (!strcmp(argv[ia],"-d")) { parse_error = next_arg ? dim = atoi(argv[++ia]), 0 : 1; num_comp_x = dim; } else if (!strcmp(argv[ia],"-m")) { parse_error = next_arg ? mesh_degree = atoi(argv[++ia]), 0 : 1; } else if (!strcmp(argv[ia],"-p")) { parse_error = next_arg ? sol_degree = atoi(argv[++ia]), 0 : 1; } else if (!strcmp(argv[ia],"-q")) { parse_error = next_arg ? num_qpts = atoi(argv[++ia]), 0 : 1; } else if (!strcmp(argv[ia],"-s")) { parse_error = next_arg ? prob_size = atoi(argv[++ia]), 0 : 1; } else if (!strcmp(argv[ia],"-t")) { test = 1; } else if (!strcmp(argv[ia],"-g")) { gallery = 1; } if (parse_error) { printf("Error parsing command line options.\n"); return 1; } // LCOV_EXCL_STOP } if (prob_size < 0) prob_size = test ? 16*16*dim*dim : 256*1024; // Set mesh_degree = sol_degree. mesh_degree = fmax(mesh_degree, sol_degree); sol_degree = mesh_degree; // Print the values of all options: if (!test || help) { // LCOV_EXCL_START printf("Selected options: [command line option] : \n"); printf(" Ceed specification [-c] : %s\n", ceed_spec); printf(" Mesh dimension [-d] : %" CeedInt_FMT "\n", dim); printf(" Mesh degree [-m] : %" CeedInt_FMT "\n", mesh_degree); printf(" Solution degree [-p] : %" CeedInt_FMT "\n", sol_degree); printf(" Num. 1D quadr. pts [-q] : %" CeedInt_FMT "\n", num_qpts); printf(" Approx. # unknowns [-s] : %" CeedInt_FMT "\n", prob_size); printf(" QFunction source [-g] : %s\n", gallery?"gallery":"header"); if (help) { printf("Test/quiet mode is %s\n", (test?"ON":"OFF (use -t to enable)")); return 0; } printf("\n"); // LCOV_EXCL_STOP } // Select appropriate backend and logical device based on the // command line argument. Ceed ceed; CeedInit(ceed_spec, &ceed); // Construct the mesh and solution bases. CeedBasis mesh_basis, sol_basis; CeedBasisCreateTensorH1Lagrange(ceed, dim, num_comp_x, mesh_degree + 1, num_qpts, CEED_GAUSS, &mesh_basis); CeedBasisCreateTensorH1Lagrange(ceed, dim, 1, sol_degree + 1, num_qpts, CEED_GAUSS, &sol_basis); // Determine the mesh size based on the given approximate problem size. CeedInt num_xyz[3]; GetCartesianMeshSize(dim, sol_degree, prob_size, num_xyz); if (!test) { // LCOV_EXCL_START printf("Mesh size: nx = %" CeedInt_FMT, num_xyz[0]); if (dim > 1) { printf(", ny = %" CeedInt_FMT, num_xyz[1]); } if (dim > 2) { printf(", nz = %" CeedInt_FMT, num_xyz[2]); } printf("\n"); // LCOV_EXCL_STOP } // Build CeedElemRestriction objects describing the mesh and solution discrete // representations. CeedInt mesh_size, sol_size; CeedElemRestriction mesh_restr, sol_restr, q_data_restr_i; BuildCartesianRestriction(ceed, dim, num_xyz, mesh_degree, num_comp_x, &mesh_size, num_qpts, &mesh_restr, NULL); BuildCartesianRestriction(ceed, dim, num_xyz, sol_degree, dim*(dim+1)/2, &sol_size, num_qpts, NULL, &q_data_restr_i); BuildCartesianRestriction(ceed, dim, num_xyz, sol_degree, 1, &sol_size, num_qpts, &sol_restr, NULL); if (!test) { // LCOV_EXCL_START printf("Number of mesh nodes : %" CeedInt_FMT "\n", mesh_size/dim); printf("Number of solution nodes : %" CeedInt_FMT "\n", sol_size); // LCOV_EXCL_STOP } // Create a CeedVector with the mesh coordinates. CeedVector mesh_coords; CeedVectorCreate(ceed, mesh_size, &mesh_coords); SetCartesianMeshCoords(dim, num_xyz, mesh_degree, mesh_coords); // Apply a transformation to the mesh. CeedScalar exact_sa = TransformMeshCoords(dim, mesh_size, mesh_coords); // Context data to be passed to the 'f_build_diff' QFunction. CeedQFunctionContext build_ctx; struct BuildContext build_ctx_data; build_ctx_data.dim = build_ctx_data.space_dim = dim; CeedQFunctionContextCreate(ceed, &build_ctx); CeedQFunctionContextSetData(build_ctx, CEED_MEM_HOST, CEED_USE_POINTER, sizeof(build_ctx_data), &build_ctx_data); // Create the QFunction that builds the diffusion operator (i.e. computes its // quadrature data) and set its context data. CeedQFunction qf_build; switch (gallery) { case 0: // This creates the QFunction directly. CeedQFunctionCreateInterior(ceed, 1, f_build_diff, f_build_diff_loc, &qf_build); CeedQFunctionAddInput(qf_build, "dx", num_comp_x*dim, CEED_EVAL_GRAD); CeedQFunctionAddInput(qf_build, "weights", 1, CEED_EVAL_WEIGHT); CeedQFunctionAddOutput(qf_build, "qdata", dim*(dim+1)/2, CEED_EVAL_NONE); CeedQFunctionSetContext(qf_build, build_ctx); break; case 1: { // This creates the QFunction via the gallery. char name[16] = ""; snprintf(name, sizeof name, "Poisson%" CeedInt_FMT "DBuild", dim); CeedQFunctionCreateInteriorByName(ceed, name, &qf_build); break; } } // Create the operator that builds the quadrature data for the diffusion // operator. CeedOperator op_build; CeedOperatorCreate(ceed, qf_build, CEED_QFUNCTION_NONE, CEED_QFUNCTION_NONE, &op_build); CeedOperatorSetField(op_build, "dx", mesh_restr, mesh_basis, CEED_VECTOR_ACTIVE); CeedOperatorSetField(op_build, "weights", CEED_ELEMRESTRICTION_NONE, mesh_basis, CEED_VECTOR_NONE); CeedOperatorSetField(op_build, "qdata", q_data_restr_i, CEED_BASIS_COLLOCATED, CEED_VECTOR_ACTIVE); // Compute the quadrature data for the diffusion operator. CeedVector q_data; CeedInt elem_qpts = CeedIntPow(num_qpts, dim); CeedInt num_elem = 1; for (CeedInt d = 0; d < dim; d++) num_elem *= num_xyz[d]; CeedVectorCreate(ceed, num_elem*elem_qpts*dim*(dim+1)/2, &q_data); CeedOperatorApply(op_build, mesh_coords, q_data, CEED_REQUEST_IMMEDIATE); // Create the QFunction that defines the action of the diffusion operator. CeedQFunction qf_apply; switch (gallery) { case 0: // This creates the QFunction directly. CeedQFunctionCreateInterior(ceed, 1, f_apply_diff, f_apply_diff_loc, &qf_apply); CeedQFunctionAddInput(qf_apply, "du", dim, CEED_EVAL_GRAD); CeedQFunctionAddInput(qf_apply, "qdata", dim*(dim+1)/2, CEED_EVAL_NONE); CeedQFunctionAddOutput(qf_apply, "dv", dim, CEED_EVAL_GRAD); CeedQFunctionSetContext(qf_apply, build_ctx); break; case 1: { // This creates the QFunction via the gallery. char name[16] = ""; snprintf(name, sizeof name, "Poisson%" CeedInt_FMT "DApply", dim); CeedQFunctionCreateInteriorByName(ceed, name, &qf_apply); break; } } // Create the diffusion operator. CeedOperator op_apply; CeedOperatorCreate(ceed, qf_apply, CEED_QFUNCTION_NONE, CEED_QFUNCTION_NONE, &op_apply); CeedOperatorSetField(op_apply, "du", sol_restr, sol_basis, CEED_VECTOR_ACTIVE); CeedOperatorSetField(op_apply, "qdata", q_data_restr_i, CEED_BASIS_COLLOCATED, q_data); CeedOperatorSetField(op_apply, "dv", sol_restr, sol_basis, CEED_VECTOR_ACTIVE); // Create auxiliary solution-size vectors. CeedVector u, v; CeedVectorCreate(ceed, sol_size, &u); CeedVectorCreate(ceed, sol_size, &v); // Initialize 'u' with sum of coordinates, x+y+z. CeedScalar *u_array; const CeedScalar *x_array; CeedVectorGetArrayWrite(u, CEED_MEM_HOST, &u_array); CeedVectorGetArrayRead(mesh_coords, CEED_MEM_HOST, &x_array); for (CeedInt i = 0; i < sol_size; i++) { u_array[i] = 0; for (CeedInt d = 0; d < dim; d++) u_array[i] += x_array[i+d*sol_size]; } CeedVectorRestoreArray(u, &u_array); CeedVectorRestoreArrayRead(mesh_coords, &x_array); // Compute the mesh surface area using the diff operator: // sa = 1^T \cdot abs( K \cdot x). CeedOperatorApply(op_apply, u, v, CEED_REQUEST_IMMEDIATE); // Compute and print the sum of the entries of 'v' giving the mesh surface area. const CeedScalar *v_array; CeedVectorGetArrayRead(v, CEED_MEM_HOST, &v_array); CeedScalar sa = 0.; for (CeedInt i = 0; i < sol_size; i++) { sa += fabs(v_array[i]); } CeedVectorRestoreArrayRead(v, &v_array); if (!test) { // LCOV_EXCL_START printf(" done.\n"); printf("Exact mesh surface area : % .14g\n", exact_sa); printf("Computed mesh surface area : % .14g\n", sa); printf("Surface area error : % .14g\n", sa-exact_sa); // LCOV_EXCL_STOP } else { CeedScalar tol = (dim==1 ? 10000.*CEED_EPSILON : dim==2 ? 1E-1 : 1E-1); if (fabs(sa-exact_sa)>tol) // LCOV_EXCL_START printf("Surface area error : % .14g\n", sa-exact_sa); // LCOV_EXCL_STOP } // Free dynamically allocated memory. CeedVectorDestroy(&u); CeedVectorDestroy(&v); CeedVectorDestroy(&q_data); CeedVectorDestroy(&mesh_coords); CeedOperatorDestroy(&op_apply); CeedQFunctionDestroy(&qf_apply); CeedQFunctionContextDestroy(&build_ctx); CeedOperatorDestroy(&op_build); CeedQFunctionDestroy(&qf_build); CeedElemRestrictionDestroy(&sol_restr); CeedElemRestrictionDestroy(&mesh_restr); CeedElemRestrictionDestroy(&q_data_restr_i); CeedBasisDestroy(&sol_basis); CeedBasisDestroy(&mesh_basis); CeedDestroy(&ceed); return 0; } int GetCartesianMeshSize(CeedInt dim, CeedInt degree, CeedInt prob_size, CeedInt num_xyz[3]) { // Use the approximate formula: // prob_size ~ num_elem * degree^dim CeedInt num_elem = prob_size / CeedIntPow(degree, dim); CeedInt s = 0; // find s: num_elem/2 < 2^s <= num_elem while (num_elem > 1) { num_elem /= 2; s++; } CeedInt r = s%dim; for (CeedInt d = 0; d < dim; d++) { CeedInt sd = s/dim; if (r > 0) { sd++; r--; } num_xyz[d] = 1 << sd; } return 0; } int BuildCartesianRestriction(Ceed ceed, CeedInt dim, CeedInt num_xyz[3], CeedInt degree, CeedInt num_comp, CeedInt *size, CeedInt num_qpts, CeedElemRestriction *restr, CeedElemRestriction *restr_i) { CeedInt p = degree + 1; CeedInt num_nodes = CeedIntPow(p, dim); // number of scalar nodes per element CeedInt elem_qpts = CeedIntPow(num_qpts, dim); // number of qpts per element CeedInt nd[3], num_elem = 1, scalar_size = 1; for (CeedInt d = 0; d < dim; d++) { num_elem *= num_xyz[d]; nd[d] = num_xyz[d] * (p - 1) + 1; scalar_size *= nd[d]; } *size = scalar_size*num_comp; // elem: 0 1 n-1 // |---*-...-*---|---*-...-*---|- ... -|--...--| // num_nodes: 0 1 p-1 p p+1 2*p n*p CeedInt *el_nodes = malloc(sizeof(CeedInt)*num_elem*num_nodes); for (CeedInt e = 0; e < num_elem; e++) { CeedInt e_xyz[3] = {1, 1, 1}, re = e; for (CeedInt d = 0; d < dim; d++) { e_xyz[d] = re%num_xyz[d]; re /= num_xyz[d]; } CeedInt *loc_el_nodes = el_nodes + e*num_nodes; for (CeedInt l_nodes = 0; l_nodes < num_nodes; l_nodes++) { CeedInt g_nodes = 0, g_nodes_stride = 1, r_nodes = l_nodes; for (CeedInt d = 0; d < dim; d++) { g_nodes += (e_xyz[d] * (p - 1) + r_nodes % p) * g_nodes_stride; g_nodes_stride *= nd[d]; r_nodes /= p; } loc_el_nodes[l_nodes] = g_nodes; } } if (restr) CeedElemRestrictionCreate(ceed, num_elem, num_nodes, num_comp, scalar_size, num_comp * scalar_size, CEED_MEM_HOST, CEED_COPY_VALUES, el_nodes, restr); free(el_nodes); if (restr_i) { CeedElemRestrictionCreateStrided(ceed, num_elem, elem_qpts, num_comp, num_comp * elem_qpts * num_elem, CEED_STRIDES_BACKEND, restr_i); } return 0; } int SetCartesianMeshCoords(CeedInt dim, CeedInt num_xyz[3], CeedInt mesh_degree, CeedVector mesh_coords) { CeedInt p = mesh_degree + 1; CeedInt nd[3], num_elem = 1, scalar_size = 1; for (CeedInt d = 0; d < dim; d++) { num_elem *= num_xyz[d]; nd[d] = num_xyz[d] * (p - 1) + 1; scalar_size *= nd[d]; } CeedScalar *coords; CeedVectorGetArrayWrite(mesh_coords, CEED_MEM_HOST, &coords); CeedScalar *nodes = malloc(sizeof(CeedScalar) * p); // The H1 basis uses Lobatto quadrature points as nodes. CeedLobattoQuadrature(p, nodes, NULL); // nodes are in [-1,1] for (CeedInt i = 0; i < p; i++) { nodes[i] = 0.5 + 0.5 * nodes[i]; } for (CeedInt gs_nodes = 0; gs_nodes < scalar_size; gs_nodes++) { CeedInt r_nodes = gs_nodes; for (CeedInt d = 0; d < dim; d++) { CeedInt d1d = r_nodes % nd[d]; coords[gs_nodes + scalar_size * d] = ((d1d / (p - 1)) + nodes[d1d % (p - 1)]) / num_xyz[d]; r_nodes /= nd[d]; } } free(nodes); CeedVectorRestoreArray(mesh_coords, &coords); return 0; } #ifndef M_PI #define M_PI 3.14159265358979323846 #endif CeedScalar TransformMeshCoords(CeedInt dim, CeedInt mesh_size, CeedVector mesh_coords) { CeedScalar exact_sa = (dim == 1 ? 2 : dim == 2 ? 4 : 6); CeedScalar *coords; CeedVectorGetArray(mesh_coords, CEED_MEM_HOST, &coords); for (CeedInt i = 0; i < mesh_size; i++) { // map [0,1] to [0,1] varying the mesh density coords[i] = 0.5 + 1./sqrt(3.) * sin((2./3.) * M_PI * (coords[i] - 0.5)); } CeedVectorRestoreArray(mesh_coords, &coords); return exact_sa; }