/// @file /// Test gradient transpose in multiple dimensions at arbitrary points /// \test Test gradient transpose in multiple dimensions at arbitrary points #include #include #include static CeedScalar Eval(CeedInt dim, const CeedScalar x[]) { CeedScalar result = tanh(x[0] + 0.1); if (dim > 1) result += atan(x[1] + 0.2); if (dim > 2) result += exp(-(x[2] + 0.3) * (x[2] + 0.3)); return result; } static CeedScalar GetTolerance(CeedScalarType scalar_type, int dim) { CeedScalar tol; if (scalar_type == CEED_SCALAR_FP32) { if (dim == 3) tol = 0.005; else tol = 1.e-4; } else { tol = 1.e-11; } return tol; } int main(int argc, char **argv) { Ceed ceed; CeedInit(argv[1], &ceed); for (CeedInt dim = 1; dim <= 3; dim++) { CeedVector x, x_nodes, x_points, u, u_points, v, ones; CeedBasis basis_x, basis_u; const CeedInt p = 9, q = 9, num_points = 4, x_dim = CeedIntPow(2, dim), p_dim = CeedIntPow(p, dim); CeedScalar sum_1 = 0, sum_2 = 0; CeedVectorCreate(ceed, x_dim * dim, &x); CeedVectorCreate(ceed, p_dim * dim, &x_nodes); CeedVectorCreate(ceed, num_points * dim, &x_points); CeedVectorCreate(ceed, p_dim, &u); CeedVectorCreate(ceed, num_points * dim, &u_points); CeedVectorCreate(ceed, p_dim, &v); CeedVectorCreate(ceed, num_points * dim, &ones); CeedVectorSetValue(ones, 1); CeedVectorSetValue(v, 0); // Get nodal coordinates CeedBasisCreateTensorH1Lagrange(ceed, dim, dim, 2, p, CEED_GAUSS_LOBATTO, &basis_x); { CeedScalar x_array[x_dim * dim]; for (CeedInt d = 0; d < dim; d++) { for (CeedInt i = 0; i < x_dim; i++) x_array[d * x_dim + i] = (i % CeedIntPow(2, d + 1)) / CeedIntPow(2, d) ? 1 : -1; } CeedVectorSetArray(x, CEED_MEM_HOST, CEED_COPY_VALUES, x_array); } CeedBasisApply(basis_x, 1, CEED_NOTRANSPOSE, CEED_EVAL_INTERP, x, x_nodes); // Set values of u at nodes { const CeedScalar *x_array; CeedScalar u_array[p_dim]; CeedVectorGetArrayRead(x_nodes, CEED_MEM_HOST, &x_array); for (CeedInt i = 0; i < p_dim; i++) { CeedScalar coord[dim]; for (CeedInt d = 0; d < dim; d++) coord[d] = x_array[d * p_dim + i]; u_array[i] = Eval(dim, coord); } CeedVectorRestoreArrayRead(x_nodes, &x_array); CeedVectorSetArray(u, CEED_MEM_HOST, CEED_COPY_VALUES, (CeedScalar *)&u_array); } // Interpolate to arbitrary points CeedBasisCreateTensorH1Lagrange(ceed, dim, 1, p, q, CEED_GAUSS, &basis_u); { CeedScalar x_array[12] = {-0.33, -0.65, 0.16, 0.99, -0.65, 0.16, 0.99, -0.33, 0.16, 0.99, -0.33, -0.65}; CeedVectorSetArray(x_points, CEED_MEM_HOST, CEED_COPY_VALUES, x_array); } // Calculate G u at arbitrary points, G' * 1 at dofs CeedBasisApplyAtPoints(basis_u, num_points, CEED_NOTRANSPOSE, CEED_EVAL_GRAD, x_points, u, u_points); CeedBasisApplyAtPoints(basis_u, num_points, CEED_TRANSPOSE, CEED_EVAL_GRAD, x_points, ones, v); { const CeedScalar *u_array, *v_array, *u_points_array; CeedVectorGetArrayRead(u, CEED_MEM_HOST, &u_array); CeedVectorGetArrayRead(v, CEED_MEM_HOST, &v_array); CeedVectorGetArrayRead(u_points, CEED_MEM_HOST, &u_points_array); for (CeedInt i = 0; i < p_dim; i++) sum_1 += v_array[i] * u_array[i]; for (CeedInt i = 0; i < num_points * dim; i++) sum_2 += u_points_array[i]; CeedVectorRestoreArrayRead(u, &u_array); CeedVectorRestoreArrayRead(v, &v_array); CeedVectorRestoreArrayRead(u_points, &u_points_array); } CeedScalar tol = GetTolerance(CEED_SCALAR_TYPE, dim); if (fabs(sum_1 - sum_2) > tol) printf("[%" CeedInt_FMT "] %f != %f\n", dim, sum_1, sum_2); CeedVectorDestroy(&x); CeedVectorDestroy(&x_nodes); CeedVectorDestroy(&x_points); CeedVectorDestroy(&u); CeedVectorDestroy(&u_points); CeedVectorDestroy(&ones); CeedVectorDestroy(&v); CeedBasisDestroy(&basis_x); CeedBasisDestroy(&basis_u); } CeedDestroy(&ceed); return 0; }