19e201c85SYohann // Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors. 29e201c85SYohann // All Rights Reserved. See the top-level LICENSE and NOTICE files for details. 39e201c85SYohann // 49e201c85SYohann // SPDX-License-Identifier: BSD-2-Clause 59e201c85SYohann // 69e201c85SYohann // This file is part of CEED: http://github.com/ceed 79e201c85SYohann 89e201c85SYohann /// @file 99e201c85SYohann /// Internal header for CUDA backend macro and type definitions for JiT source 1094b7b29bSJeremy L Thompson #ifndef CEED_CUDA_GEN_TEMPLATES_H 1194b7b29bSJeremy L Thompson #define CEED_CUDA_GEN_TEMPLATES_H 129e201c85SYohann 139e201c85SYohann #include <ceed/types.h> 149e201c85SYohann 159e201c85SYohann //------------------------------------------------------------------------------ 169e201c85SYohann // Load matrices for basis actions 179e201c85SYohann //------------------------------------------------------------------------------ 189e201c85SYohann template <int P, int Q> 199e201c85SYohann inline __device__ void loadMatrix(SharedData_Cuda &data, const CeedScalar *__restrict__ d_B, CeedScalar *B) { 202b730f8bSJeremy L Thompson for (CeedInt i = data.t_id; i < P * Q; i += blockDim.x * blockDim.y * blockDim.z) B[i] = d_B[i]; 219e201c85SYohann } 229e201c85SYohann 239e201c85SYohann //------------------------------------------------------------------------------ 249e201c85SYohann // 1D 259e201c85SYohann //------------------------------------------------------------------------------ 269e201c85SYohann 279e201c85SYohann //------------------------------------------------------------------------------ 289e201c85SYohann // L-vector -> E-vector, offsets provided 299e201c85SYohann //------------------------------------------------------------------------------ 30*ca735530SJeremy L Thompson template <int NUM_COMP, int COMP_STRIDE, int P_1d> 31*ca735530SJeremy L Thompson inline __device__ void readDofsOffset1d(SharedData_Cuda &data, const CeedInt num_nodes, const CeedInt elem, const CeedInt *__restrict__ indices, 322b730f8bSJeremy L Thompson const CeedScalar *__restrict__ d_u, CeedScalar *r_u) { 33*ca735530SJeremy L Thompson if (data.t_id_x < P_1d) { 349e201c85SYohann const CeedInt node = data.t_id_x; 35*ca735530SJeremy L Thompson const CeedInt ind = indices[node + elem * P_1d]; 36*ca735530SJeremy L Thompson 37*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[comp] = d_u[ind + COMP_STRIDE * comp]; 389e201c85SYohann } 399e201c85SYohann } 409e201c85SYohann 419e201c85SYohann //------------------------------------------------------------------------------ 429e201c85SYohann // L-vector -> E-vector, strided 439e201c85SYohann //------------------------------------------------------------------------------ 44*ca735530SJeremy L Thompson template <int NUM_COMP, int P_1d, int STRIDES_NODE, int STRIDES_COMP, int STRIDES_ELEM> 459e201c85SYohann inline __device__ void readDofsStrided1d(SharedData_Cuda &data, const CeedInt elem, const CeedScalar *__restrict__ d_u, CeedScalar *r_u) { 46*ca735530SJeremy L Thompson if (data.t_id_x < P_1d) { 479e201c85SYohann const CeedInt node = data.t_id_x; 489e201c85SYohann const CeedInt ind = node * STRIDES_NODE + elem * STRIDES_ELEM; 49*ca735530SJeremy L Thompson 50*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[comp] = d_u[ind + comp * STRIDES_COMP]; 519e201c85SYohann } 529e201c85SYohann } 539e201c85SYohann 549e201c85SYohann //------------------------------------------------------------------------------ 559e201c85SYohann // E-vector -> L-vector, offsets provided 569e201c85SYohann //------------------------------------------------------------------------------ 57*ca735530SJeremy L Thompson template <int NUM_COMP, int COMP_STRIDE, int P_1d> 58*ca735530SJeremy L Thompson inline __device__ void writeDofsOffset1d(SharedData_Cuda &data, const CeedInt num_nodes, const CeedInt elem, const CeedInt *__restrict__ indices, 592b730f8bSJeremy L Thompson const CeedScalar *r_v, CeedScalar *d_v) { 60*ca735530SJeremy L Thompson if (data.t_id_x < P_1d) { 619e201c85SYohann const CeedInt node = data.t_id_x; 62*ca735530SJeremy L Thompson const CeedInt ind = indices[node + elem * P_1d]; 63*ca735530SJeremy L Thompson 64*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) atomicAdd(&d_v[ind + COMP_STRIDE * comp], r_v[comp]); 659e201c85SYohann } 669e201c85SYohann } 679e201c85SYohann 689e201c85SYohann //------------------------------------------------------------------------------ 699e201c85SYohann // E-vector -> L-vector, strided 709e201c85SYohann //------------------------------------------------------------------------------ 71*ca735530SJeremy L Thompson template <int NUM_COMP, int P_1d, int STRIDES_NODE, int STRIDES_COMP, int STRIDES_ELEM> 729e201c85SYohann inline __device__ void writeDofsStrided1d(SharedData_Cuda &data, const CeedInt elem, const CeedScalar *r_v, CeedScalar *d_v) { 73*ca735530SJeremy L Thompson if (data.t_id_x < P_1d) { 749e201c85SYohann const CeedInt node = data.t_id_x; 759e201c85SYohann const CeedInt ind = node * STRIDES_NODE + elem * STRIDES_ELEM; 76*ca735530SJeremy L Thompson 77*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) d_v[ind + comp * STRIDES_COMP] += r_v[comp]; 789e201c85SYohann } 799e201c85SYohann } 809e201c85SYohann 819e201c85SYohann //------------------------------------------------------------------------------ 829e201c85SYohann // 2D 839e201c85SYohann //------------------------------------------------------------------------------ 849e201c85SYohann 859e201c85SYohann //------------------------------------------------------------------------------ 869e201c85SYohann // L-vector -> E-vector, offsets provided 879e201c85SYohann //------------------------------------------------------------------------------ 88*ca735530SJeremy L Thompson template <int NUM_COMP, int COMP_STRIDE, int P_1d> 89*ca735530SJeremy L Thompson inline __device__ void readDofsOffset2d(SharedData_Cuda &data, const CeedInt num_nodes, const CeedInt elem, const CeedInt *__restrict__ indices, 902b730f8bSJeremy L Thompson const CeedScalar *__restrict__ d_u, CeedScalar *r_u) { 91*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) { 92*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d; 93*ca735530SJeremy L Thompson const CeedInt ind = indices[node + elem * P_1d * P_1d]; 94*ca735530SJeremy L Thompson 95*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[comp] = d_u[ind + COMP_STRIDE * comp]; 969e201c85SYohann } 979e201c85SYohann } 989e201c85SYohann 999e201c85SYohann //------------------------------------------------------------------------------ 1009e201c85SYohann // L-vector -> E-vector, strided 1019e201c85SYohann //------------------------------------------------------------------------------ 102*ca735530SJeremy L Thompson template <int NUM_COMP, int P_1d, int STRIDES_NODE, int STRIDES_COMP, int STRIDES_ELEM> 1039e201c85SYohann inline __device__ void readDofsStrided2d(SharedData_Cuda &data, const CeedInt elem, const CeedScalar *__restrict__ d_u, CeedScalar *r_u) { 104*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) { 105*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d; 1069e201c85SYohann const CeedInt ind = node * STRIDES_NODE + elem * STRIDES_ELEM; 107*ca735530SJeremy L Thompson 108*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[comp] = d_u[ind + comp * STRIDES_COMP]; 1099e201c85SYohann } 1109e201c85SYohann } 1119e201c85SYohann 1129e201c85SYohann //------------------------------------------------------------------------------ 1139e201c85SYohann // E-vector -> L-vector, offsets provided 1149e201c85SYohann //------------------------------------------------------------------------------ 115*ca735530SJeremy L Thompson template <int NUM_COMP, int COMP_STRIDE, int P_1d> 116*ca735530SJeremy L Thompson inline __device__ void writeDofsOffset2d(SharedData_Cuda &data, const CeedInt num_nodes, const CeedInt elem, const CeedInt *__restrict__ indices, 1172b730f8bSJeremy L Thompson const CeedScalar *r_v, CeedScalar *d_v) { 118*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) { 119*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d; 120*ca735530SJeremy L Thompson const CeedInt ind = indices[node + elem * P_1d * P_1d]; 121*ca735530SJeremy L Thompson 122*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) atomicAdd(&d_v[ind + COMP_STRIDE * comp], r_v[comp]); 1239e201c85SYohann } 1249e201c85SYohann } 1259e201c85SYohann 1269e201c85SYohann //------------------------------------------------------------------------------ 1279e201c85SYohann // E-vector -> L-vector, strided 1289e201c85SYohann //------------------------------------------------------------------------------ 129*ca735530SJeremy L Thompson template <int NUM_COMP, int P_1d, int STRIDES_NODE, int STRIDES_COMP, int STRIDES_ELEM> 1309e201c85SYohann inline __device__ void writeDofsStrided2d(SharedData_Cuda &data, const CeedInt elem, const CeedScalar *r_v, CeedScalar *d_v) { 131*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) { 132*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d; 1339e201c85SYohann const CeedInt ind = node * STRIDES_NODE + elem * STRIDES_ELEM; 134*ca735530SJeremy L Thompson 135*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) d_v[ind + comp * STRIDES_COMP] += r_v[comp]; 1369e201c85SYohann } 1379e201c85SYohann } 1389e201c85SYohann 1399e201c85SYohann //------------------------------------------------------------------------------ 1409e201c85SYohann // 3D 1419e201c85SYohann //------------------------------------------------------------------------------ 1429e201c85SYohann 1439e201c85SYohann //------------------------------------------------------------------------------ 1449e201c85SYohann // L-vector -> E-vector, offsets provided 1459e201c85SYohann //------------------------------------------------------------------------------ 1469e201c85SYohann // TODO: remove "Dofs" and "Quads" in the following function names? 1479e201c85SYohann // - readDofsOffset3d -> readOffset3d ? 1489e201c85SYohann // - readDofsStrided3d -> readStrided3d ? 1499e201c85SYohann // - readSliceQuadsOffset3d -> readSliceOffset3d ? 1509e201c85SYohann // - readSliceQuadsStrided3d -> readSliceStrided3d ? 1519e201c85SYohann // - writeDofsOffset3d -> writeOffset3d ? 1529e201c85SYohann // - writeDofsStrided3d -> writeStrided3d ? 153*ca735530SJeremy L Thompson template <int NUM_COMP, int COMP_STRIDE, int P_1d> 154*ca735530SJeremy L Thompson inline __device__ void readDofsOffset3d(SharedData_Cuda &data, const CeedInt num_nodes, const CeedInt elem, const CeedInt *__restrict__ indices, 1552b730f8bSJeremy L Thompson const CeedScalar *__restrict__ d_u, CeedScalar *r_u) { 156*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) 157*ca735530SJeremy L Thompson for (CeedInt z = 0; z < P_1d; z++) { 158*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d + z * P_1d * P_1d; 159*ca735530SJeremy L Thompson const CeedInt ind = indices[node + elem * P_1d * P_1d * P_1d]; 160*ca735530SJeremy L Thompson 161*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[z + comp * P_1d] = d_u[ind + COMP_STRIDE * comp]; 1629e201c85SYohann } 1639e201c85SYohann } 1649e201c85SYohann 1659e201c85SYohann //------------------------------------------------------------------------------ 1669e201c85SYohann // L-vector -> E-vector, strided 1679e201c85SYohann //------------------------------------------------------------------------------ 168*ca735530SJeremy L Thompson template <int NUM_COMP, int P_1d, int STRIDES_NODE, int STRIDES_COMP, int STRIDES_ELEM> 1699e201c85SYohann inline __device__ void readDofsStrided3d(SharedData_Cuda &data, const CeedInt elem, const CeedScalar *__restrict__ d_u, CeedScalar *r_u) { 170*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) 171*ca735530SJeremy L Thompson for (CeedInt z = 0; z < P_1d; z++) { 172*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d + z * P_1d * P_1d; 1739e201c85SYohann const CeedInt ind = node * STRIDES_NODE + elem * STRIDES_ELEM; 174*ca735530SJeremy L Thompson 175*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[z + comp * P_1d] = d_u[ind + comp * STRIDES_COMP]; 1769e201c85SYohann } 1779e201c85SYohann } 1789e201c85SYohann 1799e201c85SYohann //------------------------------------------------------------------------------ 1809e201c85SYohann // E-vector -> Q-vector, offests provided 1819e201c85SYohann //------------------------------------------------------------------------------ 182*ca735530SJeremy L Thompson template <int NUM_COMP, int COMP_STRIDE, int Q_1d> 1832b730f8bSJeremy L Thompson inline __device__ void readSliceQuadsOffset3d(SharedData_Cuda &data, const CeedInt nquads, const CeedInt elem, const CeedInt q, 1842b730f8bSJeremy L Thompson const CeedInt *__restrict__ indices, const CeedScalar *__restrict__ d_u, CeedScalar *r_u) { 185*ca735530SJeremy L Thompson if (data.t_id_x < Q_1d && data.t_id_y < Q_1d) { 186*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * Q_1d + q * Q_1d * Q_1d; 187*ca735530SJeremy L Thompson const CeedInt ind = indices[node + elem * Q_1d * Q_1d * Q_1d]; 188*ca735530SJeremy L Thompson 189*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[comp] = d_u[ind + COMP_STRIDE * comp]; 1909e201c85SYohann } 1919e201c85SYohann } 1929e201c85SYohann 1939e201c85SYohann //------------------------------------------------------------------------------ 1949e201c85SYohann // E-vector -> Q-vector, strided 1959e201c85SYohann //------------------------------------------------------------------------------ 196*ca735530SJeremy L Thompson template <int NUM_COMP, int Q_1d, int STRIDES_NODE, int STRIDES_COMP, int STRIDES_ELEM> 1972b730f8bSJeremy L Thompson inline __device__ void readSliceQuadsStrided3d(SharedData_Cuda &data, const CeedInt elem, const CeedInt q, const CeedScalar *__restrict__ d_u, 1982b730f8bSJeremy L Thompson CeedScalar *r_u) { 199*ca735530SJeremy L Thompson if (data.t_id_x < Q_1d && data.t_id_y < Q_1d) { 200*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * Q_1d + q * Q_1d * Q_1d; 2019e201c85SYohann const CeedInt ind = node * STRIDES_NODE + elem * STRIDES_ELEM; 202*ca735530SJeremy L Thompson 203*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) r_u[comp] = d_u[ind + comp * STRIDES_COMP]; 2049e201c85SYohann } 2059e201c85SYohann } 2069e201c85SYohann 2079e201c85SYohann //------------------------------------------------------------------------------ 2089e201c85SYohann // E-vector -> L-vector, offsets provided 2099e201c85SYohann //------------------------------------------------------------------------------ 210*ca735530SJeremy L Thompson template <int NUM_COMP, int COMP_STRIDE, int P_1d> 211*ca735530SJeremy L Thompson inline __device__ void writeDofsOffset3d(SharedData_Cuda &data, const CeedInt num_nodes, const CeedInt elem, const CeedInt *__restrict__ indices, 2122b730f8bSJeremy L Thompson const CeedScalar *r_v, CeedScalar *d_v) { 213*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) 214*ca735530SJeremy L Thompson for (CeedInt z = 0; z < P_1d; z++) { 215*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d + z * P_1d * P_1d; 216*ca735530SJeremy L Thompson const CeedInt ind = indices[node + elem * P_1d * P_1d * P_1d]; 217*ca735530SJeremy L Thompson 218*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) atomicAdd(&d_v[ind + COMP_STRIDE * comp], r_v[z + comp * P_1d]); 2199e201c85SYohann } 2209e201c85SYohann } 2219e201c85SYohann 2229e201c85SYohann //------------------------------------------------------------------------------ 2239e201c85SYohann // E-vector -> L-vector, strided 2249e201c85SYohann //------------------------------------------------------------------------------ 225*ca735530SJeremy L Thompson template <int NUM_COMP, int P_1d, int STRIDES_NODE, int STRIDES_COMP, int STRIDES_ELEM> 2269e201c85SYohann inline __device__ void writeDofsStrided3d(SharedData_Cuda &data, const CeedInt elem, const CeedScalar *r_v, CeedScalar *d_v) { 227*ca735530SJeremy L Thompson if (data.t_id_x < P_1d && data.t_id_y < P_1d) 228*ca735530SJeremy L Thompson for (CeedInt z = 0; z < P_1d; z++) { 229*ca735530SJeremy L Thompson const CeedInt node = data.t_id_x + data.t_id_y * P_1d + z * P_1d * P_1d; 2309e201c85SYohann const CeedInt ind = node * STRIDES_NODE + elem * STRIDES_ELEM; 231*ca735530SJeremy L Thompson 232*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) d_v[ind + comp * STRIDES_COMP] += r_v[z + comp * P_1d]; 2339e201c85SYohann } 2349e201c85SYohann } 2359e201c85SYohann 2369e201c85SYohann //------------------------------------------------------------------------------ 2379e201c85SYohann // 3D collocated derivatives computation 2389e201c85SYohann //------------------------------------------------------------------------------ 239*ca735530SJeremy L Thompson template <int NUM_COMP, int Q_1d> 2402b730f8bSJeremy L Thompson inline __device__ void gradCollo3d(SharedData_Cuda &data, const CeedInt q, const CeedScalar *__restrict__ r_U, const CeedScalar *c_G, 2412b730f8bSJeremy L Thompson CeedScalar *__restrict__ r_V) { 242*ca735530SJeremy L Thompson if (data.t_id_x < Q_1d && data.t_id_y < Q_1d) { 243*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) { 244*ca735530SJeremy L Thompson data.slice[data.t_id_x + data.t_id_y * T_1D] = r_U[q + comp * Q_1d]; 2459e201c85SYohann __syncthreads(); 2469e201c85SYohann // X derivative 247*ca735530SJeremy L Thompson r_V[comp + 0 * NUM_COMP] = 0.0; 248*ca735530SJeremy L Thompson for (CeedInt i = 0; i < Q_1d; i++) 249*ca735530SJeremy L Thompson r_V[comp + 0 * NUM_COMP] += c_G[i + data.t_id_x * Q_1d] * data.slice[i + data.t_id_y * T_1D]; // Contract x direction (X derivative) 2509e201c85SYohann // Y derivative 251*ca735530SJeremy L Thompson r_V[comp + 1 * NUM_COMP] = 0.0; 252*ca735530SJeremy L Thompson for (CeedInt i = 0; i < Q_1d; i++) 253*ca735530SJeremy L Thompson r_V[comp + 1 * NUM_COMP] += c_G[i + data.t_id_y * Q_1d] * data.slice[data.t_id_x + i * T_1D]; // Contract y direction (Y derivative) 2549e201c85SYohann // Z derivative 255*ca735530SJeremy L Thompson r_V[comp + 2 * NUM_COMP] = 0.0; 256*ca735530SJeremy L Thompson for (CeedInt i = 0; i < Q_1d; i++) r_V[comp + 2 * NUM_COMP] += c_G[i + q * Q_1d] * r_U[i + comp * Q_1d]; // Contract z direction (Z derivative) 2579e201c85SYohann __syncthreads(); 2589e201c85SYohann } 2599e201c85SYohann } 2609e201c85SYohann } 2619e201c85SYohann 2629e201c85SYohann //------------------------------------------------------------------------------ 2639e201c85SYohann // 3D collocated derivatives transpose 2649e201c85SYohann //------------------------------------------------------------------------------ 265*ca735530SJeremy L Thompson template <int NUM_COMP, int Q_1d> 2662b730f8bSJeremy L Thompson inline __device__ void gradColloTranspose3d(SharedData_Cuda &data, const CeedInt q, const CeedScalar *__restrict__ r_U, const CeedScalar *c_G, 2672b730f8bSJeremy L Thompson CeedScalar *__restrict__ r_V) { 268*ca735530SJeremy L Thompson if (data.t_id_x < Q_1d && data.t_id_y < Q_1d) { 269*ca735530SJeremy L Thompson for (CeedInt comp = 0; comp < NUM_COMP; comp++) { 2709e201c85SYohann // X derivative 271*ca735530SJeremy L Thompson data.slice[data.t_id_x + data.t_id_y * T_1D] = r_U[comp + 0 * NUM_COMP]; 2729e201c85SYohann __syncthreads(); 273*ca735530SJeremy L Thompson for (CeedInt i = 0; i < Q_1d; i++) 274*ca735530SJeremy L Thompson r_V[q + comp * Q_1d] += c_G[data.t_id_x + i * Q_1d] * data.slice[i + data.t_id_y * T_1D]; // Contract x direction (X derivative) 2759e201c85SYohann __syncthreads(); 2769e201c85SYohann // Y derivative 277*ca735530SJeremy L Thompson data.slice[data.t_id_x + data.t_id_y * T_1D] = r_U[comp + 1 * NUM_COMP]; 2789e201c85SYohann __syncthreads(); 279*ca735530SJeremy L Thompson for (CeedInt i = 0; i < Q_1d; i++) 280*ca735530SJeremy L Thompson r_V[q + comp * Q_1d] += c_G[data.t_id_y + i * Q_1d] * data.slice[data.t_id_x + i * T_1D]; // Contract y direction (Y derivative) 2819e201c85SYohann __syncthreads(); 2829e201c85SYohann // Z derivative 283*ca735530SJeremy L Thompson for (CeedInt i = 0; i < Q_1d; i++) 284*ca735530SJeremy L Thompson r_V[i + comp * Q_1d] += c_G[i + q * Q_1d] * r_U[comp + 2 * NUM_COMP]; // PARTIAL contract z direction (Z derivative) 2859e201c85SYohann } 2869e201c85SYohann } 2879e201c85SYohann } 2889e201c85SYohann 28994b7b29bSJeremy L Thompson #endif // CEED_CUDA_GEN_TEMPLATES_H 290