xref: /libCEED/backends/hip-ref/ceed-hip-ref-basis.c (revision 81ae61599cc0e14ccce523d66e38bf75c6f7903c)
1 // Copyright (c) 2017-2024, Lawrence Livermore National Security, LLC and other CEED contributors.
2 // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
3 //
4 // SPDX-License-Identifier: BSD-2-Clause
5 //
6 // This file is part of CEED:  http://github.com/ceed
7 
8 #include <ceed.h>
9 #include <ceed/backend.h>
10 #include <ceed/jit-tools.h>
11 #include <string.h>
12 #include <hip/hip_runtime.h>
13 
14 #include "../hip/ceed-hip-common.h"
15 #include "../hip/ceed-hip-compile.h"
16 #include "ceed-hip-ref.h"
17 
18 //------------------------------------------------------------------------------
19 // Basis apply - tensor
20 //------------------------------------------------------------------------------
21 static int CeedBasisApplyCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode,
22                                   CeedVector u, CeedVector v) {
23   Ceed              ceed;
24   CeedInt           Q_1d, dim;
25   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
26   const int         max_block_size = 64;
27   const CeedScalar *d_u;
28   CeedScalar       *d_v;
29   CeedBasis_Hip    *data;
30 
31   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
32   CeedCallBackend(CeedBasisGetData(basis, &data));
33 
34   // Get read/write access to u, v
35   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
36   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
37   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
38   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
39 
40   // Clear v for transpose operation
41   if (is_transpose && !apply_add) {
42     CeedInt  num_comp, q_comp, num_nodes, num_qpts;
43     CeedSize length;
44 
45     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
46     CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, eval_mode, &q_comp));
47     CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
48     CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis, &num_qpts));
49     length = (CeedSize)num_elem * (CeedSize)num_comp * (t_mode == CEED_TRANSPOSE ? (CeedSize)num_nodes : ((CeedSize)num_qpts * (CeedSize)q_comp));
50     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
51   }
52   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
53   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
54 
55   // Basis action
56   switch (eval_mode) {
57     case CEED_EVAL_INTERP: {
58       void         *interp_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &d_u, &d_v};
59       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
60 
61       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Interp, num_elem, block_size, interp_args));
62     } break;
63     case CEED_EVAL_GRAD: {
64       void         *grad_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &data->d_grad_1d, &d_u, &d_v};
65       const CeedInt block_size  = max_block_size;
66 
67       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Grad, num_elem, block_size, grad_args));
68     } break;
69     case CEED_EVAL_WEIGHT: {
70       CeedCheck(data->d_q_weight_1d, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights_1d not set", CeedEvalModes[eval_mode]);
71       void     *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight_1d, &d_v};
72       const int block_size_x  = Q_1d;
73       const int block_size_y  = dim >= 2 ? Q_1d : 1;
74 
75       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, num_elem, block_size_x, block_size_y, 1, weight_args));
76     } break;
77     case CEED_EVAL_NONE: /* handled separately below */
78       break;
79     // LCOV_EXCL_START
80     case CEED_EVAL_DIV:
81     case CEED_EVAL_CURL:
82       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
83       // LCOV_EXCL_STOP
84   }
85 
86   // Restore vectors, cover CEED_EVAL_NONE
87   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
88   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
89   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
90   CeedCallBackend(CeedDestroy(&ceed));
91   return CEED_ERROR_SUCCESS;
92 }
93 
94 static int CeedBasisApply_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u, CeedVector v) {
95   CeedCallBackend(CeedBasisApplyCore_Hip(basis, false, num_elem, t_mode, eval_mode, u, v));
96   return CEED_ERROR_SUCCESS;
97 }
98 
99 static int CeedBasisApplyAdd_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
100                                  CeedVector v) {
101   CeedCallBackend(CeedBasisApplyCore_Hip(basis, true, num_elem, t_mode, eval_mode, u, v));
102   return CEED_ERROR_SUCCESS;
103 }
104 
105 //------------------------------------------------------------------------------
106 // Basis apply - tensor AtPoints
107 //------------------------------------------------------------------------------
108 static int CeedBasisApplyAtPointsCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, const CeedInt *num_points,
109                                           CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
110   Ceed              ceed;
111   CeedInt           Q_1d, dim, max_num_points = num_points[0];
112   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
113   const int         max_block_size = 32;
114   const CeedScalar *d_x, *d_u;
115   CeedScalar       *d_v;
116   CeedBasis_Hip    *data;
117 
118   CeedCallBackend(CeedBasisGetData(basis, &data));
119   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
120   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
121 
122   // Weight handled separately
123   if (eval_mode == CEED_EVAL_WEIGHT) {
124     CeedCallBackend(CeedVectorSetValue(v, 1.0));
125     return CEED_ERROR_SUCCESS;
126   }
127 
128   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
129 
130   // Check padded to uniform number of points per elem
131   for (CeedInt i = 1; i < num_elem; i++) max_num_points = CeedIntMax(max_num_points, num_points[i]);
132   {
133     CeedInt  num_comp, q_comp;
134     CeedSize len, len_required;
135 
136     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
137     CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, eval_mode, &q_comp));
138     CeedCallBackend(CeedVectorGetLength(is_transpose ? u : v, &len));
139     len_required = (CeedSize)num_comp * (CeedSize)q_comp * (CeedSize)num_elem * (CeedSize)max_num_points;
140     CeedCheck(len >= len_required, ceed, CEED_ERROR_BACKEND,
141               "Vector at points must be padded to the same number of points in each element for BasisApplyAtPoints on GPU backends."
142               " Found %" CeedSize_FMT ", Required %" CeedSize_FMT,
143               len, len_required);
144   }
145 
146   // Move num_points array to device
147   if (is_transpose) {
148     const CeedInt num_bytes = num_elem * sizeof(CeedInt);
149 
150     if (num_elem != data->num_elem_at_points) {
151       data->num_elem_at_points = num_elem;
152 
153       if (data->d_points_per_elem) CeedCallHip(ceed, hipFree(data->d_points_per_elem));
154       CeedCallHip(ceed, hipMalloc((void **)&data->d_points_per_elem, num_bytes));
155       CeedCallBackend(CeedFree(&data->h_points_per_elem));
156       CeedCallBackend(CeedCalloc(num_elem, &data->h_points_per_elem));
157     }
158     if (memcmp(data->h_points_per_elem, num_points, num_bytes)) {
159       memcpy(data->h_points_per_elem, num_points, num_bytes);
160       CeedCallHip(ceed, hipMemcpy(data->d_points_per_elem, num_points, num_bytes, hipMemcpyHostToDevice));
161     }
162   }
163 
164   // Build kernels if needed
165   if (data->num_points != max_num_points) {
166     CeedInt P_1d;
167 
168     CeedCallBackend(CeedBasisGetNumNodes1D(basis, &P_1d));
169     data->num_points = max_num_points;
170 
171     // -- Create interp matrix to Chebyshev coefficients
172     if (!data->d_chebyshev_interp_1d) {
173       CeedSize    interp_bytes;
174       CeedScalar *chebyshev_interp_1d;
175 
176       interp_bytes = P_1d * Q_1d * sizeof(CeedScalar);
177       CeedCallBackend(CeedCalloc(P_1d * Q_1d, &chebyshev_interp_1d));
178       CeedCallBackend(CeedBasisGetChebyshevInterp1D(basis, chebyshev_interp_1d));
179       CeedCallHip(ceed, hipMalloc((void **)&data->d_chebyshev_interp_1d, interp_bytes));
180       CeedCallHip(ceed, hipMemcpy(data->d_chebyshev_interp_1d, chebyshev_interp_1d, interp_bytes, hipMemcpyHostToDevice));
181       CeedCallBackend(CeedFree(&chebyshev_interp_1d));
182     }
183 
184     // -- Compile kernels
185     const char basis_kernel_source[] = "// AtPoints basis source\n#include <ceed/jit-source/hip/hip-ref-basis-tensor-at-points.h>\n";
186     CeedInt    num_comp;
187 
188     if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
189     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
190     CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->moduleAtPoints, 9, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
191                                     Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
192                                     "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim), "BASIS_NUM_PTS",
193                                     max_num_points, "POINTS_BUFF_LEN", CeedIntPow(Q_1d, dim - 1)));
194     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "InterpAtPoints", &data->InterpAtPoints));
195     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "InterpTransposeAtPoints", &data->InterpTransposeAtPoints));
196     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "GradAtPoints", &data->GradAtPoints));
197     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "GradTransposeAtPoints", &data->GradTransposeAtPoints));
198   }
199 
200   // Get read/write access to u, v
201   CeedCallBackend(CeedVectorGetArrayRead(x_ref, CEED_MEM_DEVICE, &d_x));
202   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
203   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
204   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
205   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
206 
207   // Clear v for transpose operation
208   if (is_transpose && !apply_add) {
209     CeedInt  num_comp, q_comp, num_nodes;
210     CeedSize length;
211 
212     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
213     CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, eval_mode, &q_comp));
214     CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
215     length =
216         (CeedSize)num_elem * (CeedSize)num_comp * (t_mode == CEED_TRANSPOSE ? (CeedSize)num_nodes : ((CeedSize)max_num_points * (CeedSize)q_comp));
217     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
218   }
219 
220   // Basis action
221   switch (eval_mode) {
222     case CEED_EVAL_INTERP: {
223       void         *interp_args[] = {(void *)&num_elem, &data->d_chebyshev_interp_1d, &data->d_points_per_elem, &d_x, &d_u, &d_v};
224       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
225 
226       CeedCallBackend(
227           CeedRunKernel_Hip(ceed, is_transpose ? data->InterpTransposeAtPoints : data->InterpAtPoints, num_elem, block_size, interp_args));
228     } break;
229     case CEED_EVAL_GRAD: {
230       void         *grad_args[] = {(void *)&num_elem, &data->d_chebyshev_interp_1d, &data->d_points_per_elem, &d_x, &d_u, &d_v};
231       const CeedInt block_size  = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
232 
233       CeedCallBackend(CeedRunKernel_Hip(ceed, is_transpose ? data->GradTransposeAtPoints : data->GradAtPoints, num_elem, block_size, grad_args));
234     } break;
235     case CEED_EVAL_WEIGHT:
236     case CEED_EVAL_NONE: /* handled separately below */
237       break;
238     // LCOV_EXCL_START
239     case CEED_EVAL_DIV:
240     case CEED_EVAL_CURL:
241       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
242       // LCOV_EXCL_STOP
243   }
244 
245   // Restore vectors, cover CEED_EVAL_NONE
246   CeedCallBackend(CeedVectorRestoreArrayRead(x_ref, &d_x));
247   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
248   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
249   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
250   CeedCallBackend(CeedDestroy(&ceed));
251   return CEED_ERROR_SUCCESS;
252 }
253 
254 static int CeedBasisApplyAtPoints_Hip(CeedBasis basis, const CeedInt num_elem, const CeedInt *num_points, CeedTransposeMode t_mode,
255                                       CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
256   CeedCallBackend(CeedBasisApplyAtPointsCore_Hip(basis, false, num_elem, num_points, t_mode, eval_mode, x_ref, u, v));
257   return CEED_ERROR_SUCCESS;
258 }
259 
260 static int CeedBasisApplyAddAtPoints_Hip(CeedBasis basis, const CeedInt num_elem, const CeedInt *num_points, CeedTransposeMode t_mode,
261                                          CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
262   CeedCallBackend(CeedBasisApplyAtPointsCore_Hip(basis, true, num_elem, num_points, t_mode, eval_mode, x_ref, u, v));
263   return CEED_ERROR_SUCCESS;
264 }
265 
266 //------------------------------------------------------------------------------
267 // Basis apply - non-tensor
268 //------------------------------------------------------------------------------
269 static int CeedBasisApplyNonTensorCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode,
270                                            CeedVector u, CeedVector v) {
271   Ceed                    ceed;
272   CeedInt                 num_nodes, num_qpts;
273   const CeedInt           is_transpose    = t_mode == CEED_TRANSPOSE;
274   const int               elems_per_block = 1;
275   const int               grid            = CeedDivUpInt(num_elem, elems_per_block);
276   const CeedScalar       *d_u;
277   CeedScalar             *d_v;
278   CeedBasisNonTensor_Hip *data;
279 
280   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
281   CeedCallBackend(CeedBasisGetData(basis, &data));
282   CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis, &num_qpts));
283   CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
284 
285   // Get read/write access to u, v
286   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
287   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
288   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
289   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
290 
291   // Clear v for transpose operation
292   if (is_transpose && !apply_add) {
293     CeedSize length;
294 
295     CeedCallBackend(CeedVectorGetLength(v, &length));
296     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
297   }
298 
299   // Apply basis operation
300   switch (eval_mode) {
301     case CEED_EVAL_INTERP: {
302       void     *interp_args[] = {(void *)&num_elem, &data->d_interp, &d_u, &d_v};
303       const int block_size_x  = is_transpose ? num_nodes : num_qpts;
304 
305       if (is_transpose) {
306         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->InterpTranspose, grid, block_size_x, 1, elems_per_block, interp_args));
307       } else {
308         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Interp, grid, block_size_x, 1, elems_per_block, interp_args));
309       }
310     } break;
311     case CEED_EVAL_GRAD: {
312       void     *grad_args[]  = {(void *)&num_elem, &data->d_grad, &d_u, &d_v};
313       const int block_size_x = is_transpose ? num_nodes : num_qpts;
314 
315       if (is_transpose) {
316         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, grad_args));
317       } else {
318         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, grad_args));
319       }
320     } break;
321     case CEED_EVAL_DIV: {
322       void     *div_args[]   = {(void *)&num_elem, &data->d_div, &d_u, &d_v};
323       const int block_size_x = is_transpose ? num_nodes : num_qpts;
324 
325       if (is_transpose) {
326         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, div_args));
327       } else {
328         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, div_args));
329       }
330     } break;
331     case CEED_EVAL_CURL: {
332       void     *curl_args[]  = {(void *)&num_elem, &data->d_curl, &d_u, &d_v};
333       const int block_size_x = is_transpose ? num_nodes : num_qpts;
334 
335       if (is_transpose) {
336         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, curl_args));
337       } else {
338         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, curl_args));
339       }
340     } break;
341     case CEED_EVAL_WEIGHT: {
342       CeedCheck(data->d_q_weight, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights not set", CeedEvalModes[eval_mode]);
343       void *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight, &d_v};
344 
345       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, grid, num_qpts, 1, elems_per_block, weight_args));
346     } break;
347     case CEED_EVAL_NONE: /* handled separately below */
348       break;
349   }
350 
351   // Restore vectors, cover CEED_EVAL_NONE
352   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
353   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
354   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
355   CeedCallBackend(CeedDestroy(&ceed));
356   return CEED_ERROR_SUCCESS;
357 }
358 
359 static int CeedBasisApplyNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
360                                        CeedVector v) {
361   CeedCallBackend(CeedBasisApplyNonTensorCore_Hip(basis, false, num_elem, t_mode, eval_mode, u, v));
362   return CEED_ERROR_SUCCESS;
363 }
364 
365 static int CeedBasisApplyAddNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
366                                           CeedVector v) {
367   CeedCallBackend(CeedBasisApplyNonTensorCore_Hip(basis, true, num_elem, t_mode, eval_mode, u, v));
368   return CEED_ERROR_SUCCESS;
369 }
370 
371 //------------------------------------------------------------------------------
372 // Destroy tensor basis
373 //------------------------------------------------------------------------------
374 static int CeedBasisDestroy_Hip(CeedBasis basis) {
375   Ceed           ceed;
376   CeedBasis_Hip *data;
377 
378   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
379   CeedCallBackend(CeedBasisGetData(basis, &data));
380   CeedCallHip(ceed, hipModuleUnload(data->module));
381   if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
382   if (data->d_q_weight_1d) CeedCallHip(ceed, hipFree(data->d_q_weight_1d));
383   CeedCallBackend(CeedFree(&data->h_points_per_elem));
384   if (data->d_points_per_elem) CeedCallHip(ceed, hipFree(data->d_points_per_elem));
385   CeedCallHip(ceed, hipFree(data->d_interp_1d));
386   CeedCallHip(ceed, hipFree(data->d_grad_1d));
387   CeedCallHip(ceed, hipFree(data->d_chebyshev_interp_1d));
388   CeedCallBackend(CeedFree(&data));
389   CeedCallBackend(CeedDestroy(&ceed));
390   return CEED_ERROR_SUCCESS;
391 }
392 
393 //------------------------------------------------------------------------------
394 // Destroy non-tensor basis
395 //------------------------------------------------------------------------------
396 static int CeedBasisDestroyNonTensor_Hip(CeedBasis basis) {
397   Ceed                    ceed;
398   CeedBasisNonTensor_Hip *data;
399 
400   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
401   CeedCallBackend(CeedBasisGetData(basis, &data));
402   CeedCallHip(ceed, hipModuleUnload(data->module));
403   if (data->d_q_weight) CeedCallHip(ceed, hipFree(data->d_q_weight));
404   CeedCallHip(ceed, hipFree(data->d_interp));
405   CeedCallHip(ceed, hipFree(data->d_grad));
406   CeedCallHip(ceed, hipFree(data->d_div));
407   CeedCallHip(ceed, hipFree(data->d_curl));
408   CeedCallBackend(CeedFree(&data));
409   CeedCallBackend(CeedDestroy(&ceed));
410   return CEED_ERROR_SUCCESS;
411 }
412 
413 //------------------------------------------------------------------------------
414 // Create tensor
415 //------------------------------------------------------------------------------
416 int CeedBasisCreateTensorH1_Hip(CeedInt dim, CeedInt P_1d, CeedInt Q_1d, const CeedScalar *interp_1d, const CeedScalar *grad_1d,
417                                 const CeedScalar *q_ref_1d, const CeedScalar *q_weight_1d, CeedBasis basis) {
418   Ceed           ceed;
419   CeedInt        num_comp;
420   const CeedInt  q_bytes      = Q_1d * sizeof(CeedScalar);
421   const CeedInt  interp_bytes = q_bytes * P_1d;
422   CeedBasis_Hip *data;
423 
424   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
425   CeedCallBackend(CeedCalloc(1, &data));
426 
427   // Copy data to GPU
428   if (q_weight_1d) {
429     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight_1d, q_bytes));
430     CeedCallHip(ceed, hipMemcpy(data->d_q_weight_1d, q_weight_1d, q_bytes, hipMemcpyHostToDevice));
431   }
432   CeedCallHip(ceed, hipMalloc((void **)&data->d_interp_1d, interp_bytes));
433   CeedCallHip(ceed, hipMemcpy(data->d_interp_1d, interp_1d, interp_bytes, hipMemcpyHostToDevice));
434   CeedCallHip(ceed, hipMalloc((void **)&data->d_grad_1d, interp_bytes));
435   CeedCallHip(ceed, hipMemcpy(data->d_grad_1d, grad_1d, interp_bytes, hipMemcpyHostToDevice));
436 
437   // Compile basis kernels
438   const char basis_kernel_source[] = "// Tensor basis source\n#include <ceed/jit-source/hip/hip-ref-basis-tensor.h>\n";
439 
440   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
441   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 7, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
442                                   Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
443                                   "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim)));
444   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
445   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Grad", &data->Grad));
446   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
447 
448   CeedCallBackend(CeedBasisSetData(basis, data));
449 
450   // Register backend functions
451   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApply_Hip));
452   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAdd_Hip));
453   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAtPoints", CeedBasisApplyAtPoints_Hip));
454   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAddAtPoints", CeedBasisApplyAddAtPoints_Hip));
455   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroy_Hip));
456   CeedCallBackend(CeedDestroy(&ceed));
457   return CEED_ERROR_SUCCESS;
458 }
459 
460 //------------------------------------------------------------------------------
461 // Create non-tensor H^1
462 //------------------------------------------------------------------------------
463 int CeedBasisCreateH1_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *grad,
464                           const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
465   Ceed                    ceed;
466   CeedInt                 num_comp, q_comp_interp, q_comp_grad;
467   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
468   CeedBasisNonTensor_Hip *data;
469 
470   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
471   CeedCallBackend(CeedCalloc(1, &data));
472 
473   // Copy basis data to GPU
474   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
475   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
476   if (q_weight) {
477     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
478     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
479   }
480   if (interp) {
481     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
482 
483     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
484     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
485   }
486   if (grad) {
487     const CeedInt grad_bytes = q_bytes * num_nodes * q_comp_grad;
488 
489     CeedCallHip(ceed, hipMalloc((void **)&data->d_grad, grad_bytes));
490     CeedCallHip(ceed, hipMemcpy(data->d_grad, grad, grad_bytes, hipMemcpyHostToDevice));
491   }
492 
493   // Compile basis kernels
494   const char basis_kernel_source[] = "// Nontensor basis source\n#include <ceed/jit-source/hip/hip-ref-basis-nontensor.h>\n";
495 
496   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
497   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
498                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_grad, "BASIS_NUM_COMP", num_comp));
499   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
500   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
501   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
502   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
503   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
504 
505   CeedCallBackend(CeedBasisSetData(basis, data));
506 
507   // Register backend functions
508   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
509   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
510   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
511   CeedCallBackend(CeedDestroy(&ceed));
512   return CEED_ERROR_SUCCESS;
513 }
514 
515 //------------------------------------------------------------------------------
516 // Create non-tensor H(div)
517 //------------------------------------------------------------------------------
518 int CeedBasisCreateHdiv_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *div,
519                             const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
520   Ceed                    ceed;
521   CeedInt                 num_comp, q_comp_interp, q_comp_div;
522   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
523   CeedBasisNonTensor_Hip *data;
524 
525   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
526   CeedCallBackend(CeedCalloc(1, &data));
527 
528   // Copy basis data to GPU
529   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
530   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
531   if (q_weight) {
532     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
533     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
534   }
535   if (interp) {
536     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
537 
538     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
539     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
540   }
541   if (div) {
542     const CeedInt div_bytes = q_bytes * num_nodes * q_comp_div;
543 
544     CeedCallHip(ceed, hipMalloc((void **)&data->d_div, div_bytes));
545     CeedCallHip(ceed, hipMemcpy(data->d_div, div, div_bytes, hipMemcpyHostToDevice));
546   }
547 
548   // Compile basis kernels
549   const char basis_kernel_source[] = "// Nontensor basis source\n#include <ceed/jit-source/hip/hip-ref-basis-nontensor.h>\n";
550 
551   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
552   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
553                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_div, "BASIS_NUM_COMP", num_comp));
554   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
555   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
556   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
557   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
558   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
559 
560   CeedCallBackend(CeedBasisSetData(basis, data));
561 
562   // Register backend functions
563   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
564   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
565   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
566   CeedCallBackend(CeedDestroy(&ceed));
567   return CEED_ERROR_SUCCESS;
568 }
569 
570 //------------------------------------------------------------------------------
571 // Create non-tensor H(curl)
572 //------------------------------------------------------------------------------
573 int CeedBasisCreateHcurl_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp,
574                              const CeedScalar *curl, const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
575   Ceed                    ceed;
576   CeedInt                 num_comp, q_comp_interp, q_comp_curl;
577   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
578   CeedBasisNonTensor_Hip *data;
579 
580   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
581   CeedCallBackend(CeedCalloc(1, &data));
582 
583   // Copy basis data to GPU
584   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
585   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
586   if (q_weight) {
587     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
588     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
589   }
590   if (interp) {
591     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
592 
593     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
594     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
595   }
596   if (curl) {
597     const CeedInt curl_bytes = q_bytes * num_nodes * q_comp_curl;
598 
599     CeedCallHip(ceed, hipMalloc((void **)&data->d_curl, curl_bytes));
600     CeedCallHip(ceed, hipMemcpy(data->d_curl, curl, curl_bytes, hipMemcpyHostToDevice));
601   }
602 
603   // Compile basis kernels
604   const char basis_kernel_source[] = "// Nontensor basis source\n#include <ceed/jit-source/hip/hip-ref-basis-nontensor.h>\n";
605 
606   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
607   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
608                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_curl, "BASIS_NUM_COMP", num_comp));
609   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
610   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
611   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
612   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
613   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
614 
615   CeedCallBackend(CeedBasisSetData(basis, data));
616 
617   // Register backend functions
618   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
619   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
620   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
621   CeedCallBackend(CeedDestroy(&ceed));
622   return CEED_ERROR_SUCCESS;
623 }
624 
625 //------------------------------------------------------------------------------
626