xref: /libCEED/include/ceed/jit-source/hip/hip-shared-basis-tensor-at-points.h (revision aa4002ad1a9f7f3442c9f6afb79353f990ebef22)
19e1d4b82SJeremy L Thompson // Copyright (c) 2017-2024, Lawrence Livermore National Security, LLC and other CEED contributors.
29e1d4b82SJeremy L Thompson // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
39e1d4b82SJeremy L Thompson //
49e1d4b82SJeremy L Thompson // SPDX-License-Identifier: BSD-2-Clause
59e1d4b82SJeremy L Thompson //
69e1d4b82SJeremy L Thompson // This file is part of CEED:  http://github.com/ceed
79e1d4b82SJeremy L Thompson 
89e1d4b82SJeremy L Thompson /// @file
99e1d4b82SJeremy L Thompson /// Internal header for HIP tensor product basis with AtPoints evaluation
109e1d4b82SJeremy L Thompson #include <ceed/types.h>
119e1d4b82SJeremy L Thompson 
129e1d4b82SJeremy L Thompson #include "hip-shared-basis-read-write-templates.h"
139e1d4b82SJeremy L Thompson #include "hip-shared-basis-tensor-at-points-templates.h"
149e1d4b82SJeremy L Thompson #include "hip-shared-basis-tensor-templates.h"
159e1d4b82SJeremy L Thompson 
169e1d4b82SJeremy L Thompson //------------------------------------------------------------------------------
179e1d4b82SJeremy L Thompson // Tensor Basis Kernels AtPoints
189e1d4b82SJeremy L Thompson //------------------------------------------------------------------------------
199e1d4b82SJeremy L Thompson 
209e1d4b82SJeremy L Thompson //------------------------------------------------------------------------------
219e1d4b82SJeremy L Thompson // Interp
229e1d4b82SJeremy L Thompson //------------------------------------------------------------------------------
239e1d4b82SJeremy L Thompson extern "C" __launch_bounds__(BASIS_INTERP_BLOCK_SIZE) __global__
24*aa4002adSJeremy L Thompson     void InterpAtPoints(const CeedInt num_elem, const CeedScalar *c_B, const CeedInt *points_per_elem, const CeedScalar *__restrict__ d_X,
25*aa4002adSJeremy L Thompson                         const CeedScalar *__restrict__ d_U, CeedScalar *__restrict__ d_V) {
269e1d4b82SJeremy L Thompson   extern __shared__ CeedScalar slice[];
279e1d4b82SJeremy L Thompson 
289e1d4b82SJeremy L Thompson   SharedData_Hip data;
299e1d4b82SJeremy L Thompson   data.t_id_x = threadIdx.x;
309e1d4b82SJeremy L Thompson   data.t_id_y = threadIdx.y;
319e1d4b82SJeremy L Thompson   data.t_id_z = threadIdx.z;
329e1d4b82SJeremy L Thompson   data.t_id   = threadIdx.x + threadIdx.y * blockDim.x + threadIdx.z * blockDim.y * blockDim.x;
339e1d4b82SJeremy L Thompson   data.slice  = slice + data.t_id_z * T_1D * (BASIS_DIM > 1 ? T_1D : 1);
349e1d4b82SJeremy L Thompson 
35b6a2eb79SJeremy L Thompson   CeedScalar r_X[BASIS_DIM];
369e1d4b82SJeremy L Thompson   CeedScalar r_U[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_P_1D : 1)];
379e1d4b82SJeremy L Thompson   CeedScalar r_C[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1)];
389e1d4b82SJeremy L Thompson   CeedScalar r_V[BASIS_NUM_COMP];
399e1d4b82SJeremy L Thompson 
40*aa4002adSJeremy L Thompson   // load chebyshev_interp_1d into shared memory
41*aa4002adSJeremy L Thompson   __shared__ CeedScalar s_B[BASIS_P_1D * BASIS_Q_1D];
42*aa4002adSJeremy L Thompson   LoadMatrix<BASIS_P_1D, BASIS_Q_1D>(data, c_B, s_B);
43*aa4002adSJeremy L Thompson   __syncthreads();
44*aa4002adSJeremy L Thompson 
459e1d4b82SJeremy L Thompson   // Apply basis element by element
469e1d4b82SJeremy L Thompson   for (CeedInt elem = blockIdx.x * blockDim.z + threadIdx.z; elem < num_elem; elem += gridDim.x * blockDim.z) {
479e1d4b82SJeremy L Thompson     // Map to coefficients
489e1d4b82SJeremy L Thompson     if (BASIS_DIM == 1) {
499e1d4b82SJeremy L Thompson       ReadElementStrided1d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * num_elem, BASIS_P_1D, d_U, r_U);
509e1d4b82SJeremy L Thompson       Interp1d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_U, s_B, r_C);
519e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 2) {
529e1d4b82SJeremy L Thompson       ReadElementStrided2d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * num_elem, BASIS_P_1D * BASIS_P_1D, d_U, r_U);
539e1d4b82SJeremy L Thompson       InterpTensor2d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_U, s_B, r_C);
549e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 3) {
559e1d4b82SJeremy L Thompson       ReadElementStrided3d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * BASIS_P_1D * num_elem,
569e1d4b82SJeremy L Thompson                                                        BASIS_P_1D * BASIS_P_1D * BASIS_P_1D, d_U, r_U);
579e1d4b82SJeremy L Thompson       InterpTensor3d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_U, s_B, r_C);
589e1d4b82SJeremy L Thompson     }
599e1d4b82SJeremy L Thompson 
609e1d4b82SJeremy L Thompson     // Map to points
61b6a2eb79SJeremy L Thompson     const CeedInt point_loop_bound = (blockDim.x * blockDim.y) * ceil(1.0 * BASIS_NUM_PTS / (blockDim.x * blockDim.y));
62b6a2eb79SJeremy L Thompson 
63b6a2eb79SJeremy L Thompson     for (CeedInt i = threadIdx.x + threadIdx.y * blockDim.x; i < point_loop_bound; i += blockDim.x * blockDim.y) {
64b6a2eb79SJeremy L Thompson       const CeedInt p = i % BASIS_NUM_PTS;
65b6a2eb79SJeremy L Thompson 
66b6a2eb79SJeremy L Thompson       ReadPoint<BASIS_DIM, BASIS_NUM_PTS>(data, elem, p, BASIS_NUM_PTS, 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, d_X, r_X);
67b6a2eb79SJeremy L Thompson       if (BASIS_DIM == 1) {
68b6a2eb79SJeremy L Thompson         InterpAtPoints1d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_C, r_X, r_V);
69b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 2) {
70b6a2eb79SJeremy L Thompson         InterpAtPoints2d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_C, r_X, r_V);
71b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 3) {
72b6a2eb79SJeremy L Thompson         InterpAtPoints3d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_C, r_X, r_V);
73b6a2eb79SJeremy L Thompson       }
74b6a2eb79SJeremy L Thompson       WritePoint<BASIS_NUM_COMP, BASIS_NUM_PTS>(data, elem, p, BASIS_NUM_PTS, 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, r_V, d_V);
75b6a2eb79SJeremy L Thompson     }
769e1d4b82SJeremy L Thompson   }
779e1d4b82SJeremy L Thompson }
789e1d4b82SJeremy L Thompson 
799e1d4b82SJeremy L Thompson extern "C" __launch_bounds__(BASIS_INTERP_BLOCK_SIZE) __global__
80*aa4002adSJeremy L Thompson     void InterpTransposeAtPoints(const CeedInt num_elem, const CeedScalar *c_B, const CeedInt *points_per_elem, const CeedScalar *__restrict__ d_X,
81*aa4002adSJeremy L Thompson                                  const CeedScalar *__restrict__ d_U, CeedScalar *__restrict__ d_V) {
829e1d4b82SJeremy L Thompson   extern __shared__ CeedScalar slice[];
839e1d4b82SJeremy L Thompson 
849e1d4b82SJeremy L Thompson   SharedData_Hip data;
859e1d4b82SJeremy L Thompson   data.t_id_x = threadIdx.x;
869e1d4b82SJeremy L Thompson   data.t_id_y = threadIdx.y;
879e1d4b82SJeremy L Thompson   data.t_id_z = threadIdx.z;
889e1d4b82SJeremy L Thompson   data.t_id   = threadIdx.x + threadIdx.y * blockDim.x + threadIdx.z * blockDim.y * blockDim.x;
899e1d4b82SJeremy L Thompson   data.slice  = slice + data.t_id_z * T_1D * (BASIS_DIM > 1 ? T_1D : 1);
909e1d4b82SJeremy L Thompson 
91b6a2eb79SJeremy L Thompson   CeedScalar r_X[BASIS_DIM];
929e1d4b82SJeremy L Thompson   CeedScalar r_U[BASIS_NUM_COMP];
939e1d4b82SJeremy L Thompson   CeedScalar r_C[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1)];
949e1d4b82SJeremy L Thompson   CeedScalar r_V[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1)];
959e1d4b82SJeremy L Thompson 
96*aa4002adSJeremy L Thompson   // load chebyshev_interp_1d into shared memory
97*aa4002adSJeremy L Thompson   __shared__ CeedScalar s_B[BASIS_P_1D * BASIS_Q_1D];
98*aa4002adSJeremy L Thompson   LoadMatrix<BASIS_P_1D, BASIS_Q_1D>(data, c_B, s_B);
99*aa4002adSJeremy L Thompson   __syncthreads();
100*aa4002adSJeremy L Thompson 
1019e1d4b82SJeremy L Thompson   // Apply basis element by element
1029e1d4b82SJeremy L Thompson   for (CeedInt elem = blockIdx.x * blockDim.z + threadIdx.z; elem < num_elem; elem += gridDim.x * blockDim.z) {
103b6a2eb79SJeremy L Thompson     // Clear register
104b6a2eb79SJeremy L Thompson     for (CeedInt i = 0; i < BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1); i++) r_C[i] = 0.0;
105b6a2eb79SJeremy L Thompson 
1069e1d4b82SJeremy L Thompson     // Map from points
107b6a2eb79SJeremy L Thompson     const CeedInt point_loop_bound = (blockDim.x * blockDim.y) * ceil(1.0 * BASIS_NUM_PTS / (blockDim.x * blockDim.y));
108b6a2eb79SJeremy L Thompson 
109b6a2eb79SJeremy L Thompson     for (CeedInt i = threadIdx.x + threadIdx.y * blockDim.x; i < point_loop_bound; i += blockDim.x * blockDim.y) {
110b6a2eb79SJeremy L Thompson       const CeedInt p = i % BASIS_NUM_PTS;
111b6a2eb79SJeremy L Thompson 
112b6a2eb79SJeremy L Thompson       ReadPoint<BASIS_DIM, BASIS_NUM_PTS>(data, elem, p, BASIS_NUM_PTS, 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, d_X, r_X);
113b6a2eb79SJeremy L Thompson       ReadPoint<BASIS_NUM_COMP, BASIS_NUM_PTS>(data, elem, i, points_per_elem[elem], 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, d_U, r_U);
114b6a2eb79SJeremy L Thompson       if (BASIS_DIM == 1) {
115b6a2eb79SJeremy L Thompson         InterpTransposeAtPoints1d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_U, r_X, r_C);
116b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 2) {
117b6a2eb79SJeremy L Thompson         InterpTransposeAtPoints2d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_U, r_X, r_C);
118b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 3) {
119b6a2eb79SJeremy L Thompson         InterpTransposeAtPoints3d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_U, r_X, r_C);
120b6a2eb79SJeremy L Thompson       }
121b6a2eb79SJeremy L Thompson     }
122b6a2eb79SJeremy L Thompson     __syncthreads();
1239e1d4b82SJeremy L Thompson 
1249e1d4b82SJeremy L Thompson     // Map from coefficients
1259e1d4b82SJeremy L Thompson     if (BASIS_DIM == 1) {
1269e1d4b82SJeremy L Thompson       InterpTranspose1d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_C, s_B, r_V);
1279e1d4b82SJeremy L Thompson       SumElementStrided1d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * num_elem, BASIS_P_1D, r_V, d_V);
1289e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 2) {
1299e1d4b82SJeremy L Thompson       InterpTransposeTensor2d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_C, s_B, r_V);
1309e1d4b82SJeremy L Thompson       SumElementStrided2d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * num_elem, BASIS_P_1D * BASIS_P_1D, r_V, d_V);
1319e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 3) {
1329e1d4b82SJeremy L Thompson       InterpTransposeTensor3d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_C, s_B, r_V);
1339e1d4b82SJeremy L Thompson       SumElementStrided3d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * BASIS_P_1D * num_elem,
1349e1d4b82SJeremy L Thompson                                                       BASIS_P_1D * BASIS_P_1D * BASIS_P_1D, r_V, d_V);
1359e1d4b82SJeremy L Thompson     }
1369e1d4b82SJeremy L Thompson   }
1379e1d4b82SJeremy L Thompson }
1389e1d4b82SJeremy L Thompson 
1399e1d4b82SJeremy L Thompson //------------------------------------------------------------------------------
1409e1d4b82SJeremy L Thompson // Grad
1419e1d4b82SJeremy L Thompson //------------------------------------------------------------------------------
1429e1d4b82SJeremy L Thompson extern "C" __launch_bounds__(BASIS_INTERP_BLOCK_SIZE) __global__
143*aa4002adSJeremy L Thompson     void GradAtPoints(const CeedInt num_elem, const CeedScalar *c_B, const CeedInt *points_per_elem, const CeedScalar *__restrict__ d_X,
144*aa4002adSJeremy L Thompson                       const CeedScalar *__restrict__ d_U, CeedScalar *__restrict__ d_V) {
1459e1d4b82SJeremy L Thompson   extern __shared__ CeedScalar slice[];
1469e1d4b82SJeremy L Thompson 
1479e1d4b82SJeremy L Thompson   SharedData_Hip data;
1489e1d4b82SJeremy L Thompson   data.t_id_x = threadIdx.x;
1499e1d4b82SJeremy L Thompson   data.t_id_y = threadIdx.y;
1509e1d4b82SJeremy L Thompson   data.t_id_z = threadIdx.z;
1519e1d4b82SJeremy L Thompson   data.t_id   = threadIdx.x + threadIdx.y * blockDim.x + threadIdx.z * blockDim.y * blockDim.x;
1529e1d4b82SJeremy L Thompson   data.slice  = slice + data.t_id_z * T_1D * (BASIS_DIM > 1 ? T_1D : 1);
1539e1d4b82SJeremy L Thompson 
154b6a2eb79SJeremy L Thompson   CeedScalar r_X[BASIS_DIM];
1559e1d4b82SJeremy L Thompson   CeedScalar r_U[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_P_1D : 1)];
1569e1d4b82SJeremy L Thompson   CeedScalar r_C[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1)];
1579e1d4b82SJeremy L Thompson   CeedScalar r_V[BASIS_NUM_COMP * BASIS_DIM];
1589e1d4b82SJeremy L Thompson 
159*aa4002adSJeremy L Thompson   // load chebyshev_interp_1d into shared memory
160*aa4002adSJeremy L Thompson   __shared__ CeedScalar s_B[BASIS_P_1D * BASIS_Q_1D];
161*aa4002adSJeremy L Thompson   LoadMatrix<BASIS_P_1D, BASIS_Q_1D>(data, c_B, s_B);
162*aa4002adSJeremy L Thompson   __syncthreads();
163*aa4002adSJeremy L Thompson 
1649e1d4b82SJeremy L Thompson   // Apply basis element by element
1659e1d4b82SJeremy L Thompson   for (CeedInt elem = blockIdx.x * blockDim.z + threadIdx.z; elem < num_elem; elem += gridDim.x * blockDim.z) {
1669e1d4b82SJeremy L Thompson     // Map to coefficients
1679e1d4b82SJeremy L Thompson     if (BASIS_DIM == 1) {
1689e1d4b82SJeremy L Thompson       ReadElementStrided1d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * num_elem, BASIS_P_1D, d_U, r_U);
1699e1d4b82SJeremy L Thompson       Interp1d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_U, s_B, r_C);
1709e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 2) {
1719e1d4b82SJeremy L Thompson       ReadElementStrided2d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * num_elem, BASIS_P_1D * BASIS_P_1D, d_U, r_U);
1729e1d4b82SJeremy L Thompson       InterpTensor2d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_U, s_B, r_C);
1739e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 3) {
1749e1d4b82SJeremy L Thompson       ReadElementStrided3d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * BASIS_P_1D * num_elem,
1759e1d4b82SJeremy L Thompson                                                        BASIS_P_1D * BASIS_P_1D * BASIS_P_1D, d_U, r_U);
1769e1d4b82SJeremy L Thompson       InterpTensor3d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_U, s_B, r_C);
1779e1d4b82SJeremy L Thompson     }
1789e1d4b82SJeremy L Thompson 
1799e1d4b82SJeremy L Thompson     // Map to points
180b6a2eb79SJeremy L Thompson     const CeedInt point_loop_bound = (blockDim.x * blockDim.y) * ceil(1.0 * BASIS_NUM_PTS / (blockDim.x * blockDim.y));
181b6a2eb79SJeremy L Thompson 
182b6a2eb79SJeremy L Thompson     for (CeedInt i = threadIdx.x + threadIdx.y * blockDim.x; i < point_loop_bound; i += blockDim.x * blockDim.y) {
183b6a2eb79SJeremy L Thompson       const CeedInt p = i % BASIS_NUM_PTS;
184b6a2eb79SJeremy L Thompson 
185b6a2eb79SJeremy L Thompson       ReadPoint<BASIS_DIM, BASIS_NUM_PTS>(data, elem, p, BASIS_NUM_PTS, 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, d_X, r_X);
186b6a2eb79SJeremy L Thompson       if (BASIS_DIM == 1) {
187b6a2eb79SJeremy L Thompson         GradAtPoints1d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_C, r_X, r_V);
188b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 2) {
189b6a2eb79SJeremy L Thompson         GradAtPoints2d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_C, r_X, r_V);
190b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 3) {
191b6a2eb79SJeremy L Thompson         GradAtPoints3d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_C, r_X, r_V);
192b6a2eb79SJeremy L Thompson       }
193b6a2eb79SJeremy L Thompson       WritePoint<BASIS_NUM_COMP * BASIS_DIM, BASIS_NUM_PTS>(data, elem, p, BASIS_NUM_PTS, 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, r_V, d_V);
194b6a2eb79SJeremy L Thompson     }
1959e1d4b82SJeremy L Thompson   }
1969e1d4b82SJeremy L Thompson }
1979e1d4b82SJeremy L Thompson 
1989e1d4b82SJeremy L Thompson extern "C" __launch_bounds__(BASIS_INTERP_BLOCK_SIZE) __global__
199*aa4002adSJeremy L Thompson     void GradTransposeAtPoints(const CeedInt num_elem, const CeedScalar *c_B, const CeedInt *points_per_elem, const CeedScalar *__restrict__ d_X,
200*aa4002adSJeremy L Thompson                                const CeedScalar *__restrict__ d_U, CeedScalar *__restrict__ d_V) {
2019e1d4b82SJeremy L Thompson   extern __shared__ CeedScalar slice[];
2029e1d4b82SJeremy L Thompson 
2039e1d4b82SJeremy L Thompson   SharedData_Hip data;
2049e1d4b82SJeremy L Thompson   data.t_id_x = threadIdx.x;
2059e1d4b82SJeremy L Thompson   data.t_id_y = threadIdx.y;
2069e1d4b82SJeremy L Thompson   data.t_id_z = threadIdx.z;
2079e1d4b82SJeremy L Thompson   data.t_id   = threadIdx.x + threadIdx.y * blockDim.x + threadIdx.z * blockDim.y * blockDim.x;
2089e1d4b82SJeremy L Thompson   data.slice  = slice + data.t_id_z * T_1D * (BASIS_DIM > 1 ? T_1D : 1);
2099e1d4b82SJeremy L Thompson 
210b6a2eb79SJeremy L Thompson   CeedScalar r_X[BASIS_DIM];
2119e1d4b82SJeremy L Thompson   CeedScalar r_U[BASIS_NUM_COMP * BASIS_DIM];
2129e1d4b82SJeremy L Thompson   CeedScalar r_C[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1)];
2139e1d4b82SJeremy L Thompson   CeedScalar r_V[BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1)];
2149e1d4b82SJeremy L Thompson 
215*aa4002adSJeremy L Thompson   // load chebyshev_interp_1d into shared memory
216*aa4002adSJeremy L Thompson   __shared__ CeedScalar s_B[BASIS_P_1D * BASIS_Q_1D];
217*aa4002adSJeremy L Thompson   LoadMatrix<BASIS_P_1D, BASIS_Q_1D>(data, c_B, s_B);
218*aa4002adSJeremy L Thompson   __syncthreads();
219*aa4002adSJeremy L Thompson 
2209e1d4b82SJeremy L Thompson   // Apply basis element by element
2219e1d4b82SJeremy L Thompson   for (CeedInt elem = blockIdx.x * blockDim.z + threadIdx.z; elem < num_elem; elem += gridDim.x * blockDim.z) {
222b6a2eb79SJeremy L Thompson     // Clear register
223b6a2eb79SJeremy L Thompson     for (CeedInt i = 0; i < BASIS_NUM_COMP * (BASIS_DIM > 2 ? BASIS_Q_1D : 1); i++) r_C[i] = 0.0;
224b6a2eb79SJeremy L Thompson 
2259e1d4b82SJeremy L Thompson     // Map from points
226b6a2eb79SJeremy L Thompson     const CeedInt point_loop_bound = (blockDim.x * blockDim.y) * ceil(1.0 * BASIS_NUM_PTS / (blockDim.x * blockDim.y));
227b6a2eb79SJeremy L Thompson 
228b6a2eb79SJeremy L Thompson     for (CeedInt i = threadIdx.x + threadIdx.y * blockDim.x; i < point_loop_bound; i += blockDim.x * blockDim.y) {
229b6a2eb79SJeremy L Thompson       const CeedInt p = i % BASIS_NUM_PTS;
230b6a2eb79SJeremy L Thompson 
231b6a2eb79SJeremy L Thompson       ReadPoint<BASIS_DIM, BASIS_NUM_PTS>(data, elem, p, BASIS_NUM_PTS, 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, d_X, r_X);
232b6a2eb79SJeremy L Thompson       ReadPoint<BASIS_NUM_COMP * BASIS_DIM, BASIS_NUM_PTS>(data, elem, i, points_per_elem[elem], 1, num_elem * BASIS_NUM_PTS, BASIS_NUM_PTS, d_U,
233b6a2eb79SJeremy L Thompson                                                            r_U);
234b6a2eb79SJeremy L Thompson       if (BASIS_DIM == 1) {
235b6a2eb79SJeremy L Thompson         GradTransposeAtPoints1d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_U, r_X, r_C);
236b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 2) {
237b6a2eb79SJeremy L Thompson         GradTransposeAtPoints2d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_U, r_X, r_C);
238b6a2eb79SJeremy L Thompson       } else if (BASIS_DIM == 3) {
239b6a2eb79SJeremy L Thompson         GradTransposeAtPoints3d<BASIS_NUM_COMP, BASIS_NUM_PTS, BASIS_Q_1D>(data, i, r_U, r_X, r_C);
240b6a2eb79SJeremy L Thompson       }
241b6a2eb79SJeremy L Thompson     }
242b6a2eb79SJeremy L Thompson     __syncthreads();
2439e1d4b82SJeremy L Thompson 
2449e1d4b82SJeremy L Thompson     // Map from coefficients
2459e1d4b82SJeremy L Thompson     if (BASIS_DIM == 1) {
2469e1d4b82SJeremy L Thompson       InterpTranspose1d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_C, s_B, r_V);
2479e1d4b82SJeremy L Thompson       SumElementStrided1d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * num_elem, BASIS_P_1D, r_V, d_V);
2489e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 2) {
2499e1d4b82SJeremy L Thompson       InterpTransposeTensor2d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_C, s_B, r_V);
2509e1d4b82SJeremy L Thompson       SumElementStrided2d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * num_elem, BASIS_P_1D * BASIS_P_1D, r_V, d_V);
2519e1d4b82SJeremy L Thompson     } else if (BASIS_DIM == 3) {
2529e1d4b82SJeremy L Thompson       InterpTransposeTensor3d<BASIS_NUM_COMP, BASIS_P_1D, BASIS_Q_1D>(data, r_C, s_B, r_V);
2539e1d4b82SJeremy L Thompson       SumElementStrided3d<BASIS_NUM_COMP, BASIS_P_1D>(data, elem, 1, BASIS_P_1D * BASIS_P_1D * BASIS_P_1D * num_elem,
2549e1d4b82SJeremy L Thompson                                                       BASIS_P_1D * BASIS_P_1D * BASIS_P_1D, r_V, d_V);
2559e1d4b82SJeremy L Thompson     }
2569e1d4b82SJeremy L Thompson   }
2579e1d4b82SJeremy L Thompson }
258