xref: /libCEED/rust/libceed-sys/c-src/backends/hip-ref/ceed-hip-ref-operator.c (revision 0b37c0667fc56f667e0e505cc49b864fa3916f61)
1 // Copyright (c) 2017-2025, 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 <assert.h>
12 #include <stdbool.h>
13 #include <string.h>
14 #include <hip/hip_runtime.h>
15 
16 #include "../hip/ceed-hip-common.h"
17 #include "../hip/ceed-hip-compile.h"
18 #include "ceed-hip-ref.h"
19 
20 //------------------------------------------------------------------------------
21 // Destroy operator
22 //------------------------------------------------------------------------------
23 static int CeedOperatorDestroy_Hip(CeedOperator op) {
24   CeedOperator_Hip *impl;
25 
26   CeedCallBackend(CeedOperatorGetData(op, &impl));
27 
28   // Apply data
29   CeedCallBackend(CeedFree(&impl->num_points));
30   CeedCallBackend(CeedFree(&impl->skip_rstr_in));
31   CeedCallBackend(CeedFree(&impl->skip_rstr_out));
32   CeedCallBackend(CeedFree(&impl->apply_add_basis_out));
33   CeedCallBackend(CeedFree(&impl->input_field_order));
34   CeedCallBackend(CeedFree(&impl->output_field_order));
35   CeedCallBackend(CeedFree(&impl->input_states));
36 
37   for (CeedInt i = 0; i < impl->num_inputs; i++) {
38     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_in[i]));
39     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_in[i]));
40   }
41   CeedCallBackend(CeedFree(&impl->e_vecs_in));
42   CeedCallBackend(CeedFree(&impl->q_vecs_in));
43 
44   for (CeedInt i = 0; i < impl->num_outputs; i++) {
45     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_out[i]));
46     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_out[i]));
47   }
48   CeedCallBackend(CeedFree(&impl->e_vecs_out));
49   CeedCallBackend(CeedFree(&impl->q_vecs_out));
50   CeedCallBackend(CeedVectorDestroy(&impl->point_coords_elem));
51 
52   // QFunction assembly data
53   for (CeedInt i = 0; i < impl->num_active_in; i++) {
54     CeedCallBackend(CeedVectorDestroy(&impl->qf_active_in[i]));
55   }
56   CeedCallBackend(CeedFree(&impl->qf_active_in));
57 
58   // Diag data
59   if (impl->diag) {
60     Ceed ceed;
61 
62     CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
63     if (impl->diag->module) {
64       CeedCallHip(ceed, hipModuleUnload(impl->diag->module));
65     }
66     if (impl->diag->module_point_block) {
67       CeedCallHip(ceed, hipModuleUnload(impl->diag->module_point_block));
68     }
69     CeedCallHip(ceed, hipFree(impl->diag->d_eval_modes_in));
70     CeedCallHip(ceed, hipFree(impl->diag->d_eval_modes_out));
71     CeedCallHip(ceed, hipFree(impl->diag->d_identity));
72     CeedCallHip(ceed, hipFree(impl->diag->d_interp_in));
73     CeedCallHip(ceed, hipFree(impl->diag->d_interp_out));
74     CeedCallHip(ceed, hipFree(impl->diag->d_grad_in));
75     CeedCallHip(ceed, hipFree(impl->diag->d_grad_out));
76     CeedCallHip(ceed, hipFree(impl->diag->d_div_in));
77     CeedCallHip(ceed, hipFree(impl->diag->d_div_out));
78     CeedCallHip(ceed, hipFree(impl->diag->d_curl_in));
79     CeedCallHip(ceed, hipFree(impl->diag->d_curl_out));
80     CeedCallBackend(CeedDestroy(&ceed));
81     CeedCallBackend(CeedVectorDestroy(&impl->diag->elem_diag));
82     CeedCallBackend(CeedVectorDestroy(&impl->diag->point_block_elem_diag));
83     CeedCallBackend(CeedElemRestrictionDestroy(&impl->diag->diag_rstr));
84     CeedCallBackend(CeedElemRestrictionDestroy(&impl->diag->point_block_diag_rstr));
85   }
86   CeedCallBackend(CeedFree(&impl->diag));
87 
88   if (impl->asmb) {
89     Ceed ceed;
90 
91     CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
92     CeedCallHip(ceed, hipModuleUnload(impl->asmb->module));
93     CeedCallHip(ceed, hipFree(impl->asmb->d_B_in));
94     CeedCallHip(ceed, hipFree(impl->asmb->d_B_out));
95     CeedCallBackend(CeedDestroy(&ceed));
96   }
97   CeedCallBackend(CeedFree(&impl->asmb));
98 
99   CeedCallBackend(CeedFree(&impl));
100   return CEED_ERROR_SUCCESS;
101 }
102 
103 //------------------------------------------------------------------------------
104 // Setup infields or outfields
105 //------------------------------------------------------------------------------
106 static int CeedOperatorSetupFields_Hip(CeedQFunction qf, CeedOperator op, bool is_input, bool is_at_points, bool *skip_rstr, bool *apply_add_basis,
107                                        CeedVector *e_vecs, CeedVector *q_vecs, CeedInt num_fields, CeedInt Q, CeedInt num_elem) {
108   Ceed                ceed;
109   CeedQFunctionField *qf_fields;
110   CeedOperatorField  *op_fields;
111 
112   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
113   if (is_input) {
114     CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
115     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
116   } else {
117     CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
118     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
119   }
120 
121   // Loop over fields
122   for (CeedInt i = 0; i < num_fields; i++) {
123     bool                is_active = false, is_strided = false, skip_e_vec = false;
124     CeedSize            q_size;
125     CeedInt             size;
126     CeedEvalMode        eval_mode;
127     CeedVector          l_vec;
128     CeedElemRestriction elem_rstr;
129 
130     // Check whether this field can skip the element restriction:
131     // Input CEED_VECTOR_ACTIVE
132     // Output CEED_VECTOR_ACTIVE without CEED_EVAL_NONE
133     // Input CEED_VECTOR_NONE with CEED_EVAL_WEIGHT
134     // Input passive vector with CEED_EVAL_NONE and strided restriction with CEED_STRIDES_BACKEND
135     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &l_vec));
136     is_active = l_vec == CEED_VECTOR_ACTIVE;
137     CeedCallBackend(CeedVectorDestroy(&l_vec));
138     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &elem_rstr));
139     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
140     skip_e_vec = (is_input && is_active) || (is_active && eval_mode != CEED_EVAL_NONE) || (eval_mode == CEED_EVAL_WEIGHT);
141     if (!skip_e_vec && is_input && !is_active && eval_mode == CEED_EVAL_NONE) {
142       CeedCallBackend(CeedElemRestrictionIsStrided(elem_rstr, &is_strided));
143       if (is_strided) CeedCallBackend(CeedElemRestrictionHasBackendStrides(elem_rstr, &skip_e_vec));
144     }
145     if (skip_e_vec) {
146       e_vecs[i] = NULL;
147     } else {
148       CeedCallBackend(CeedElemRestrictionCreateVector(elem_rstr, NULL, &e_vecs[i]));
149     }
150     CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
151 
152     switch (eval_mode) {
153       case CEED_EVAL_NONE:
154       case CEED_EVAL_INTERP:
155       case CEED_EVAL_GRAD:
156       case CEED_EVAL_DIV:
157       case CEED_EVAL_CURL:
158         CeedCallBackend(CeedQFunctionFieldGetSize(qf_fields[i], &size));
159         q_size = (CeedSize)num_elem * (CeedSize)Q * (CeedSize)size;
160         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
161         break;
162       case CEED_EVAL_WEIGHT: {
163         CeedBasis basis;
164 
165         CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
166         q_size = (CeedSize)num_elem * (CeedSize)Q;
167         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
168         if (is_at_points) {
169           CeedInt num_points[num_elem];
170 
171           for (CeedInt i = 0; i < num_elem; i++) num_points[i] = Q;
172           CeedCallBackend(
173               CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, CEED_VECTOR_NONE, q_vecs[i]));
174         } else {
175           CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, q_vecs[i]));
176         }
177         CeedCallBackend(CeedBasisDestroy(&basis));
178         break;
179       }
180     }
181   }
182   // Drop duplicate restrictions
183   if (is_input) {
184     for (CeedInt i = 0; i < num_fields; i++) {
185       CeedVector          vec_i;
186       CeedElemRestriction rstr_i;
187 
188       CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec_i));
189       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &rstr_i));
190       for (CeedInt j = i + 1; j < num_fields; j++) {
191         CeedVector          vec_j;
192         CeedElemRestriction rstr_j;
193 
194         CeedCallBackend(CeedOperatorFieldGetVector(op_fields[j], &vec_j));
195         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[j], &rstr_j));
196         if (vec_i == vec_j && rstr_i == rstr_j) {
197           if (e_vecs[i]) CeedCallBackend(CeedVectorReferenceCopy(e_vecs[i], &e_vecs[j]));
198           skip_rstr[j] = true;
199         }
200         CeedCallBackend(CeedVectorDestroy(&vec_j));
201         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
202       }
203       CeedCallBackend(CeedVectorDestroy(&vec_i));
204       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
205     }
206   } else {
207     for (CeedInt i = num_fields - 1; i >= 0; i--) {
208       CeedVector          vec_i;
209       CeedElemRestriction rstr_i;
210 
211       CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec_i));
212       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &rstr_i));
213       for (CeedInt j = i - 1; j >= 0; j--) {
214         CeedVector          vec_j;
215         CeedElemRestriction rstr_j;
216 
217         CeedCallBackend(CeedOperatorFieldGetVector(op_fields[j], &vec_j));
218         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[j], &rstr_j));
219         if (vec_i == vec_j && rstr_i == rstr_j) {
220           if (e_vecs[i]) CeedCallBackend(CeedVectorReferenceCopy(e_vecs[i], &e_vecs[j]));
221           skip_rstr[j]       = true;
222           apply_add_basis[i] = true;
223         }
224         CeedCallBackend(CeedVectorDestroy(&vec_j));
225         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
226       }
227       CeedCallBackend(CeedVectorDestroy(&vec_i));
228       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
229     }
230   }
231   CeedCallBackend(CeedDestroy(&ceed));
232   return CEED_ERROR_SUCCESS;
233 }
234 
235 //------------------------------------------------------------------------------
236 // CeedOperator needs to connect all the named fields (be they active or passive) to the named inputs and outputs of its CeedQFunction.
237 //------------------------------------------------------------------------------
238 static int CeedOperatorSetup_Hip(CeedOperator op) {
239   bool                is_setup_done;
240   CeedInt             Q, num_elem, num_input_fields, num_output_fields;
241   CeedQFunctionField *qf_input_fields, *qf_output_fields;
242   CeedQFunction       qf;
243   CeedOperatorField  *op_input_fields, *op_output_fields;
244   CeedOperator_Hip   *impl;
245 
246   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
247   if (is_setup_done) return CEED_ERROR_SUCCESS;
248 
249   CeedCallBackend(CeedOperatorGetData(op, &impl));
250   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
251   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
252   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
253   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
254   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
255 
256   // Allocate
257   CeedCallBackend(CeedCalloc(num_input_fields, &impl->e_vecs_in));
258   CeedCallBackend(CeedCalloc(num_output_fields, &impl->e_vecs_out));
259   CeedCallBackend(CeedCalloc(num_input_fields, &impl->skip_rstr_in));
260   CeedCallBackend(CeedCalloc(num_output_fields, &impl->skip_rstr_out));
261   CeedCallBackend(CeedCalloc(num_output_fields, &impl->apply_add_basis_out));
262   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_field_order));
263   CeedCallBackend(CeedCalloc(num_output_fields, &impl->output_field_order));
264   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_states));
265   CeedCallBackend(CeedCalloc(num_input_fields, &impl->q_vecs_in));
266   CeedCallBackend(CeedCalloc(num_output_fields, &impl->q_vecs_out));
267   impl->num_inputs  = num_input_fields;
268   impl->num_outputs = num_output_fields;
269 
270   // Set up infield and outfield e-vecs and q-vecs
271   CeedCallBackend(
272       CeedOperatorSetupFields_Hip(qf, op, true, false, impl->skip_rstr_in, NULL, impl->e_vecs_in, impl->q_vecs_in, num_input_fields, Q, num_elem));
273   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, false, false, impl->skip_rstr_out, impl->apply_add_basis_out, impl->e_vecs_out,
274                                               impl->q_vecs_out, num_output_fields, Q, num_elem));
275 
276   // Reorder fields to allow reuse of buffers
277   impl->max_active_e_vec_len = 0;
278   {
279     bool    is_ordered[CEED_FIELD_MAX];
280     CeedInt curr_index = 0;
281 
282     for (CeedInt i = 0; i < num_input_fields; i++) is_ordered[i] = false;
283     for (CeedInt i = 0; i < num_input_fields; i++) {
284       CeedSize            e_vec_len_i;
285       CeedVector          vec_i;
286       CeedElemRestriction rstr_i;
287 
288       if (is_ordered[i]) continue;
289       is_ordered[i]                       = true;
290       impl->input_field_order[curr_index] = i;
291       curr_index++;
292       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec_i));
293       if (vec_i == CEED_VECTOR_NONE) {
294         // CEED_EVAL_WEIGHT
295         CeedCallBackend(CeedVectorDestroy(&vec_i));
296         continue;
297       };
298       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &rstr_i));
299       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
300       impl->max_active_e_vec_len = e_vec_len_i > impl->max_active_e_vec_len ? e_vec_len_i : impl->max_active_e_vec_len;
301       for (CeedInt j = i + 1; j < num_input_fields; j++) {
302         CeedVector          vec_j;
303         CeedElemRestriction rstr_j;
304 
305         CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[j], &vec_j));
306         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[j], &rstr_j));
307         if (rstr_i == rstr_j && vec_i == vec_j) {
308           is_ordered[j]                       = true;
309           impl->input_field_order[curr_index] = j;
310           curr_index++;
311         }
312         CeedCallBackend(CeedVectorDestroy(&vec_j));
313         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
314       }
315       CeedCallBackend(CeedVectorDestroy(&vec_i));
316       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
317     }
318   }
319   {
320     bool    is_ordered[CEED_FIELD_MAX];
321     CeedInt curr_index = 0;
322 
323     for (CeedInt i = 0; i < num_output_fields; i++) is_ordered[i] = false;
324     for (CeedInt i = 0; i < num_output_fields; i++) {
325       CeedSize            e_vec_len_i;
326       CeedVector          vec_i;
327       CeedElemRestriction rstr_i;
328 
329       if (is_ordered[i]) continue;
330       is_ordered[i]                        = true;
331       impl->output_field_order[curr_index] = i;
332       curr_index++;
333       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec_i));
334       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &rstr_i));
335       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
336       impl->max_active_e_vec_len = e_vec_len_i > impl->max_active_e_vec_len ? e_vec_len_i : impl->max_active_e_vec_len;
337       for (CeedInt j = i + 1; j < num_output_fields; j++) {
338         CeedVector          vec_j;
339         CeedElemRestriction rstr_j;
340 
341         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[j], &vec_j));
342         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &rstr_j));
343         if (rstr_i == rstr_j && vec_i == vec_j) {
344           is_ordered[j]                        = true;
345           impl->output_field_order[curr_index] = j;
346           curr_index++;
347         }
348         CeedCallBackend(CeedVectorDestroy(&vec_j));
349         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
350       }
351       CeedCallBackend(CeedVectorDestroy(&vec_i));
352       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
353     }
354   }
355   CeedCallBackend(CeedClearWorkVectors(CeedOperatorReturnCeed(op), impl->max_active_e_vec_len));
356   CeedCallBackend(CeedOperatorSetSetupDone(op));
357   CeedCallBackend(CeedQFunctionDestroy(&qf));
358   return CEED_ERROR_SUCCESS;
359 }
360 
361 //------------------------------------------------------------------------------
362 // Restrict Operator Inputs
363 //------------------------------------------------------------------------------
364 static inline int CeedOperatorInputRestrict_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
365                                                 CeedVector in_vec, CeedVector active_e_vec, const bool skip_active, CeedOperator_Hip *impl,
366                                                 CeedRequest *request) {
367   bool       is_active = false;
368   CeedVector l_vec, e_vec = impl->e_vecs_in[input_field];
369 
370   // Get input vector
371   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
372   is_active = l_vec == CEED_VECTOR_ACTIVE;
373   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
374   if (is_active) {
375     l_vec = in_vec;
376     if (!e_vec) e_vec = active_e_vec;
377   }
378 
379   // Restriction action
380   if (e_vec) {
381     // Restrict, if necessary
382     if (!impl->skip_rstr_in[input_field]) {
383       uint64_t state;
384 
385       CeedCallBackend(CeedVectorGetState(l_vec, &state));
386       if (is_active || state != impl->input_states[input_field]) {
387         CeedElemRestriction elem_rstr;
388 
389         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_field, &elem_rstr));
390         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_NOTRANSPOSE, l_vec, e_vec, request));
391         CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
392       }
393       impl->input_states[input_field] = state;
394     }
395   }
396   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
397   return CEED_ERROR_SUCCESS;
398 }
399 
400 //------------------------------------------------------------------------------
401 // Input Basis Action
402 //------------------------------------------------------------------------------
403 static inline int CeedOperatorInputBasis_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
404                                              CeedVector in_vec, CeedVector active_e_vec, CeedInt num_elem, const bool skip_active,
405                                              CeedOperator_Hip *impl) {
406   bool         is_active = false;
407   CeedEvalMode eval_mode;
408   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field], q_vec = impl->q_vecs_in[input_field];
409 
410   // Skip active input
411   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
412   is_active = l_vec == CEED_VECTOR_ACTIVE;
413   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
414   if (is_active) {
415     l_vec = in_vec;
416     if (!e_vec) e_vec = active_e_vec;
417   }
418 
419   // Basis action
420   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
421   switch (eval_mode) {
422     case CEED_EVAL_NONE: {
423       const CeedScalar *e_vec_array;
424 
425       if (e_vec) {
426         CeedCallBackend(CeedVectorGetArrayRead(e_vec, CEED_MEM_DEVICE, &e_vec_array));
427       } else {
428         CeedCallBackend(CeedVectorGetArrayRead(l_vec, CEED_MEM_DEVICE, &e_vec_array));
429       }
430       CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
431       break;
432     }
433     case CEED_EVAL_INTERP:
434     case CEED_EVAL_GRAD:
435     case CEED_EVAL_DIV:
436     case CEED_EVAL_CURL: {
437       CeedBasis basis;
438 
439       CeedCallBackend(CeedOperatorFieldGetBasis(op_input_field, &basis));
440       CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_NOTRANSPOSE, eval_mode, e_vec, q_vec));
441       CeedCallBackend(CeedBasisDestroy(&basis));
442       break;
443     }
444     case CEED_EVAL_WEIGHT:
445       break;  // No action
446   }
447   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
448   return CEED_ERROR_SUCCESS;
449 }
450 
451 //------------------------------------------------------------------------------
452 // Restore Input Vectors
453 //------------------------------------------------------------------------------
454 static inline int CeedOperatorInputRestore_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
455                                                CeedVector in_vec, CeedVector active_e_vec, const bool skip_active, CeedOperator_Hip *impl) {
456   bool         is_active = false;
457   CeedEvalMode eval_mode;
458   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field];
459 
460   // Skip active input
461   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
462   is_active = l_vec == CEED_VECTOR_ACTIVE;
463   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
464   if (is_active) {
465     l_vec = in_vec;
466     if (!e_vec) e_vec = active_e_vec;
467   }
468 
469   // Restore e-vec
470   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
471   if (eval_mode == CEED_EVAL_NONE) {
472     const CeedScalar *e_vec_array;
473 
474     CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_in[input_field], CEED_MEM_DEVICE, (CeedScalar **)&e_vec_array));
475     if (e_vec) {
476       CeedCallBackend(CeedVectorRestoreArrayRead(e_vec, &e_vec_array));
477     } else {
478       CeedCallBackend(CeedVectorRestoreArrayRead(l_vec, &e_vec_array));
479     }
480   }
481   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
482   return CEED_ERROR_SUCCESS;
483 }
484 
485 //------------------------------------------------------------------------------
486 // Apply and add to output
487 //------------------------------------------------------------------------------
488 static int CeedOperatorApplyAdd_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
489   CeedInt             Q, num_elem, num_input_fields, num_output_fields;
490   Ceed                ceed;
491   CeedVector          active_e_vec;
492   CeedQFunctionField *qf_input_fields, *qf_output_fields;
493   CeedQFunction       qf;
494   CeedOperatorField  *op_input_fields, *op_output_fields;
495   CeedOperator_Hip   *impl;
496 
497   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
498   CeedCallBackend(CeedOperatorGetData(op, &impl));
499   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
500   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
501   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
502   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
503   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
504 
505   // Setup
506   CeedCallBackend(CeedOperatorSetup_Hip(op));
507 
508   // Work vector
509   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec));
510 
511   // Process inputs
512   for (CeedInt i = 0; i < num_input_fields; i++) {
513     CeedInt field = impl->input_field_order[i];
514 
515     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, false, impl, request));
516     CeedCallBackend(CeedOperatorInputBasis_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, num_elem, false, impl));
517   }
518 
519   // Output pointers, as necessary
520   for (CeedInt i = 0; i < num_output_fields; i++) {
521     CeedEvalMode eval_mode;
522 
523     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
524     if (eval_mode == CEED_EVAL_NONE) {
525       CeedScalar *e_vec_array;
526 
527       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
528       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
529     }
530   }
531 
532   // Q function
533   CeedCallBackend(CeedQFunctionApply(qf, num_elem * Q, impl->q_vecs_in, impl->q_vecs_out));
534 
535   // Restore input arrays
536   for (CeedInt i = 0; i < num_input_fields; i++) {
537     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, in_vec, active_e_vec, false, impl));
538   }
539 
540   // Output basis and restriction
541   for (CeedInt i = 0; i < num_output_fields; i++) {
542     bool         is_active = false;
543     CeedInt      field     = impl->output_field_order[i];
544     CeedEvalMode eval_mode;
545     CeedVector   l_vec, e_vec = impl->e_vecs_out[field], q_vec = impl->q_vecs_out[field];
546 
547     // Output vector
548     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field], &l_vec));
549     is_active = l_vec == CEED_VECTOR_ACTIVE;
550     if (is_active) {
551       l_vec = out_vec;
552       if (!e_vec) e_vec = active_e_vec;
553     }
554 
555     // Basis action
556     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field], &eval_mode));
557     switch (eval_mode) {
558       case CEED_EVAL_NONE:
559         break;  // No action
560       case CEED_EVAL_INTERP:
561       case CEED_EVAL_GRAD:
562       case CEED_EVAL_DIV:
563       case CEED_EVAL_CURL: {
564         CeedBasis basis;
565 
566         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field], &basis));
567         if (impl->apply_add_basis_out[field]) {
568           CeedCallBackend(CeedBasisApplyAdd(basis, num_elem, CEED_TRANSPOSE, eval_mode, q_vec, e_vec));
569         } else {
570           CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_TRANSPOSE, eval_mode, q_vec, e_vec));
571         }
572         CeedCallBackend(CeedBasisDestroy(&basis));
573         break;
574       }
575       // LCOV_EXCL_START
576       case CEED_EVAL_WEIGHT: {
577         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
578         // LCOV_EXCL_STOP
579       }
580     }
581 
582     // Restore evec
583     if (eval_mode == CEED_EVAL_NONE) {
584       CeedScalar *e_vec_array;
585 
586       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
587       CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
588     }
589 
590     // Restrict
591     if (!impl->skip_rstr_out[field]) {
592       CeedElemRestriction elem_rstr;
593 
594       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field], &elem_rstr));
595       CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, l_vec, request));
596       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
597     }
598     if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
599   }
600 
601   // Return work vector
602   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec));
603   CeedCallBackend(CeedDestroy(&ceed));
604   CeedCallBackend(CeedQFunctionDestroy(&qf));
605   return CEED_ERROR_SUCCESS;
606 }
607 
608 //------------------------------------------------------------------------------
609 // CeedOperator needs to connect all the named fields (be they active or passive) to the named inputs and outputs of its CeedQFunction.
610 //------------------------------------------------------------------------------
611 static int CeedOperatorSetupAtPoints_Hip(CeedOperator op) {
612   bool                is_setup_done;
613   CeedInt             max_num_points = -1, num_elem, num_input_fields, num_output_fields;
614   CeedQFunctionField *qf_input_fields, *qf_output_fields;
615   CeedQFunction       qf;
616   CeedOperatorField  *op_input_fields, *op_output_fields;
617   CeedOperator_Hip   *impl;
618 
619   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
620   if (is_setup_done) return CEED_ERROR_SUCCESS;
621 
622   CeedCallBackend(CeedOperatorGetData(op, &impl));
623   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
624   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
625   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
626   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
627   {
628     CeedElemRestriction rstr_points = NULL;
629 
630     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, NULL));
631     CeedCallBackend(CeedElemRestrictionGetMaxPointsInElement(rstr_points, &max_num_points));
632     CeedCallBackend(CeedCalloc(num_elem, &impl->num_points));
633     for (CeedInt e = 0; e < num_elem; e++) {
634       CeedInt num_points_elem;
635 
636       CeedCallBackend(CeedElemRestrictionGetNumPointsInElement(rstr_points, e, &num_points_elem));
637       impl->num_points[e] = num_points_elem;
638     }
639     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
640   }
641   impl->max_num_points = max_num_points;
642 
643   // Allocate
644   CeedCallBackend(CeedCalloc(num_input_fields, &impl->e_vecs_in));
645   CeedCallBackend(CeedCalloc(num_output_fields, &impl->e_vecs_out));
646   CeedCallBackend(CeedCalloc(num_input_fields, &impl->skip_rstr_in));
647   CeedCallBackend(CeedCalloc(num_output_fields, &impl->skip_rstr_out));
648   CeedCallBackend(CeedCalloc(num_output_fields, &impl->apply_add_basis_out));
649   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_field_order));
650   CeedCallBackend(CeedCalloc(num_output_fields, &impl->output_field_order));
651   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_states));
652   CeedCallBackend(CeedCalloc(num_input_fields, &impl->q_vecs_in));
653   CeedCallBackend(CeedCalloc(num_output_fields, &impl->q_vecs_out));
654   impl->num_inputs  = num_input_fields;
655   impl->num_outputs = num_output_fields;
656 
657   // Set up infield and outfield e-vecs and q-vecs
658   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, true, true, impl->skip_rstr_in, NULL, impl->e_vecs_in, impl->q_vecs_in, num_input_fields,
659                                               max_num_points, num_elem));
660   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, false, true, impl->skip_rstr_out, impl->apply_add_basis_out, impl->e_vecs_out, impl->q_vecs_out,
661                                               num_output_fields, max_num_points, num_elem));
662 
663   // Reorder fields to allow reuse of buffers
664   impl->max_active_e_vec_len = 0;
665   {
666     bool    is_ordered[CEED_FIELD_MAX];
667     CeedInt curr_index = 0;
668 
669     for (CeedInt i = 0; i < num_input_fields; i++) is_ordered[i] = false;
670     for (CeedInt i = 0; i < num_input_fields; i++) {
671       CeedSize            e_vec_len_i;
672       CeedVector          vec_i;
673       CeedElemRestriction rstr_i;
674 
675       if (is_ordered[i]) continue;
676       is_ordered[i]                       = true;
677       impl->input_field_order[curr_index] = i;
678       curr_index++;
679       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec_i));
680       if (vec_i == CEED_VECTOR_NONE) {
681         // CEED_EVAL_WEIGHT
682         CeedCallBackend(CeedVectorDestroy(&vec_i));
683         continue;
684       };
685       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &rstr_i));
686       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
687       impl->max_active_e_vec_len = e_vec_len_i > impl->max_active_e_vec_len ? e_vec_len_i : impl->max_active_e_vec_len;
688       for (CeedInt j = i + 1; j < num_input_fields; j++) {
689         CeedVector          vec_j;
690         CeedElemRestriction rstr_j;
691 
692         CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[j], &vec_j));
693         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[j], &rstr_j));
694         if (rstr_i == rstr_j && vec_i == vec_j) {
695           is_ordered[j]                       = true;
696           impl->input_field_order[curr_index] = j;
697           curr_index++;
698         }
699         CeedCallBackend(CeedVectorDestroy(&vec_j));
700         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
701       }
702       CeedCallBackend(CeedVectorDestroy(&vec_i));
703       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
704     }
705   }
706   {
707     bool    is_ordered[CEED_FIELD_MAX];
708     CeedInt curr_index = 0;
709 
710     for (CeedInt i = 0; i < num_output_fields; i++) is_ordered[i] = false;
711     for (CeedInt i = 0; i < num_output_fields; i++) {
712       CeedSize            e_vec_len_i;
713       CeedVector          vec_i;
714       CeedElemRestriction rstr_i;
715 
716       if (is_ordered[i]) continue;
717       is_ordered[i]                        = true;
718       impl->output_field_order[curr_index] = i;
719       curr_index++;
720       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec_i));
721       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &rstr_i));
722       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
723       impl->max_active_e_vec_len = e_vec_len_i > impl->max_active_e_vec_len ? e_vec_len_i : impl->max_active_e_vec_len;
724       for (CeedInt j = i + 1; j < num_output_fields; j++) {
725         CeedVector          vec_j;
726         CeedElemRestriction rstr_j;
727 
728         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[j], &vec_j));
729         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &rstr_j));
730         if (rstr_i == rstr_j && vec_i == vec_j) {
731           is_ordered[j]                        = true;
732           impl->output_field_order[curr_index] = j;
733           curr_index++;
734         }
735         CeedCallBackend(CeedVectorDestroy(&vec_j));
736         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
737       }
738       CeedCallBackend(CeedVectorDestroy(&vec_i));
739       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
740     }
741   }
742   CeedCallBackend(CeedClearWorkVectors(CeedOperatorReturnCeed(op), impl->max_active_e_vec_len));
743   CeedCallBackend(CeedOperatorSetSetupDone(op));
744   CeedCallBackend(CeedQFunctionDestroy(&qf));
745   return CEED_ERROR_SUCCESS;
746 }
747 
748 //------------------------------------------------------------------------------
749 // Input Basis Action AtPoints
750 //------------------------------------------------------------------------------
751 static inline int CeedOperatorInputBasisAtPoints_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
752                                                      CeedVector in_vec, CeedVector active_e_vec, CeedInt num_elem, const CeedInt *num_points,
753                                                      const bool skip_active, const bool skip_passive, CeedOperator_Hip *impl) {
754   bool         is_active = false;
755   CeedEvalMode eval_mode;
756   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field], q_vec = impl->q_vecs_in[input_field];
757 
758   // Skip active input
759   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
760   is_active = l_vec == CEED_VECTOR_ACTIVE;
761   if (skip_active && is_active) return CEED_ERROR_SUCCESS;
762   if (skip_passive && !is_active) {
763     CeedCallBackend(CeedVectorDestroy(&l_vec));
764     return CEED_ERROR_SUCCESS;
765   }
766   if (is_active) {
767     l_vec = in_vec;
768     if (!e_vec) e_vec = active_e_vec;
769   }
770 
771   // Basis action
772   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
773   switch (eval_mode) {
774     case CEED_EVAL_NONE: {
775       const CeedScalar *e_vec_array;
776 
777       if (e_vec) {
778         CeedCallBackend(CeedVectorGetArrayRead(e_vec, CEED_MEM_DEVICE, &e_vec_array));
779       } else {
780         CeedCallBackend(CeedVectorGetArrayRead(l_vec, CEED_MEM_DEVICE, &e_vec_array));
781       }
782       CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
783       break;
784     }
785     case CEED_EVAL_INTERP:
786     case CEED_EVAL_GRAD:
787     case CEED_EVAL_DIV:
788     case CEED_EVAL_CURL: {
789       CeedBasis basis;
790 
791       CeedCallBackend(CeedOperatorFieldGetBasis(op_input_field, &basis));
792       CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, eval_mode, impl->point_coords_elem, e_vec, q_vec));
793       CeedCallBackend(CeedBasisDestroy(&basis));
794       break;
795     }
796     case CEED_EVAL_WEIGHT:
797       break;  // No action
798   }
799   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
800   return CEED_ERROR_SUCCESS;
801 }
802 
803 //------------------------------------------------------------------------------
804 // Apply and add to output AtPoints
805 //------------------------------------------------------------------------------
806 static int CeedOperatorApplyAddAtPoints_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
807   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
808   Ceed                ceed;
809   CeedVector          active_e_vec;
810   CeedQFunctionField *qf_input_fields, *qf_output_fields;
811   CeedQFunction       qf;
812   CeedOperatorField  *op_input_fields, *op_output_fields;
813   CeedOperator_Hip   *impl;
814 
815   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
816   CeedCallBackend(CeedOperatorGetData(op, &impl));
817   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
818   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
819   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
820   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
821 
822   // Setup
823   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
824   num_points     = impl->num_points;
825   max_num_points = impl->max_num_points;
826 
827   // Work vector
828   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec));
829 
830   // Get point coordinates
831   if (!impl->point_coords_elem) {
832     CeedVector          point_coords = NULL;
833     CeedElemRestriction rstr_points  = NULL;
834 
835     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
836     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
837     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
838     CeedCallBackend(CeedVectorDestroy(&point_coords));
839     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
840   }
841 
842   // Process inputs
843   for (CeedInt i = 0; i < num_input_fields; i++) {
844     CeedInt field = impl->input_field_order[i];
845 
846     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, false, impl, request));
847     CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, num_elem,
848                                                        num_points, false, false, impl));
849   }
850 
851   // Output pointers, as necessary
852   for (CeedInt i = 0; i < num_output_fields; i++) {
853     CeedEvalMode eval_mode;
854 
855     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
856     if (eval_mode == CEED_EVAL_NONE) {
857       CeedScalar *e_vec_array;
858 
859       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
860       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
861     }
862   }
863 
864   // Q function
865   CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
866 
867   // Restore input arrays
868   for (CeedInt i = 0; i < num_input_fields; i++) {
869     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, in_vec, active_e_vec, false, impl));
870   }
871 
872   // Output basis and restriction
873   for (CeedInt i = 0; i < num_output_fields; i++) {
874     bool         is_active = false;
875     CeedInt      field     = impl->output_field_order[i];
876     CeedEvalMode eval_mode;
877     CeedVector   l_vec, e_vec = impl->e_vecs_out[field], q_vec = impl->q_vecs_out[field];
878 
879     // Output vector
880     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field], &l_vec));
881     is_active = l_vec == CEED_VECTOR_ACTIVE;
882     if (is_active) {
883       l_vec = out_vec;
884       if (!e_vec) e_vec = active_e_vec;
885     }
886 
887     // Basis action
888     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field], &eval_mode));
889     switch (eval_mode) {
890       case CEED_EVAL_NONE:
891         break;  // No action
892       case CEED_EVAL_INTERP:
893       case CEED_EVAL_GRAD:
894       case CEED_EVAL_DIV:
895       case CEED_EVAL_CURL: {
896         CeedBasis basis;
897 
898         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field], &basis));
899         if (impl->apply_add_basis_out[field]) {
900           CeedCallBackend(CeedBasisApplyAddAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
901         } else {
902           CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
903         }
904         CeedCallBackend(CeedBasisDestroy(&basis));
905         break;
906       }
907       // LCOV_EXCL_START
908       case CEED_EVAL_WEIGHT: {
909         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
910         // LCOV_EXCL_STOP
911       }
912     }
913 
914     // Restore evec
915     if (eval_mode == CEED_EVAL_NONE) {
916       CeedScalar *e_vec_array;
917 
918       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
919       CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
920     }
921 
922     // Restrict
923     if (!impl->skip_rstr_out[field]) {
924       CeedElemRestriction elem_rstr;
925 
926       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field], &elem_rstr));
927       CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, l_vec, request));
928       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
929     }
930     if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
931   }
932 
933   // Restore work vector
934   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec));
935   CeedCallBackend(CeedDestroy(&ceed));
936   CeedCallBackend(CeedQFunctionDestroy(&qf));
937   return CEED_ERROR_SUCCESS;
938 }
939 
940 //------------------------------------------------------------------------------
941 // Linear QFunction Assembly Core
942 //------------------------------------------------------------------------------
943 static inline int CeedOperatorLinearAssembleQFunctionCore_Hip(CeedOperator op, bool build_objects, CeedVector *assembled, CeedElemRestriction *rstr,
944                                                               CeedRequest *request) {
945   Ceed                ceed, ceed_parent;
946   CeedInt             num_active_in, num_active_out, Q, num_elem, num_input_fields, num_output_fields, size;
947   CeedScalar         *assembled_array;
948   CeedVector         *active_inputs;
949   CeedQFunctionField *qf_input_fields, *qf_output_fields;
950   CeedQFunction       qf;
951   CeedOperatorField  *op_input_fields, *op_output_fields;
952   CeedOperator_Hip   *impl;
953 
954   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
955   CeedCallBackend(CeedOperatorGetFallbackParentCeed(op, &ceed_parent));
956   CeedCallBackend(CeedOperatorGetData(op, &impl));
957   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
958   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
959   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
960   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
961   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
962   active_inputs = impl->qf_active_in;
963   num_active_in = impl->num_active_in, num_active_out = impl->num_active_out;
964 
965   // Setup
966   CeedCallBackend(CeedOperatorSetup_Hip(op));
967 
968   // Process inputs
969   for (CeedInt i = 0; i < num_input_fields; i++) {
970     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
971     CeedCallBackend(CeedOperatorInputBasis_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, true, impl));
972   }
973 
974   // Count number of active input fields
975   if (!num_active_in) {
976     for (CeedInt i = 0; i < num_input_fields; i++) {
977       CeedScalar *q_vec_array;
978       CeedVector  l_vec;
979 
980       // Check if active input
981       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
982       if (l_vec == CEED_VECTOR_ACTIVE) {
983         CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
984         CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
985         CeedCallBackend(CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &q_vec_array));
986         CeedCallBackend(CeedRealloc(num_active_in + size, &active_inputs));
987         for (CeedInt field = 0; field < size; field++) {
988           CeedSize q_size = (CeedSize)Q * num_elem;
989 
990           CeedCallBackend(CeedVectorCreate(ceed, q_size, &active_inputs[num_active_in + field]));
991           CeedCallBackend(
992               CeedVectorSetArray(active_inputs[num_active_in + field], CEED_MEM_DEVICE, CEED_USE_POINTER, &q_vec_array[field * Q * num_elem]));
993         }
994         num_active_in += size;
995         CeedCallBackend(CeedVectorRestoreArray(impl->q_vecs_in[i], &q_vec_array));
996       }
997       CeedCallBackend(CeedVectorDestroy(&l_vec));
998     }
999     impl->num_active_in = num_active_in;
1000     impl->qf_active_in  = active_inputs;
1001   }
1002 
1003   // Count number of active output fields
1004   if (!num_active_out) {
1005     for (CeedInt i = 0; i < num_output_fields; i++) {
1006       CeedVector l_vec;
1007 
1008       // Check if active output
1009       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &l_vec));
1010       if (l_vec == CEED_VECTOR_ACTIVE) {
1011         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
1012         num_active_out += size;
1013       }
1014       CeedCallBackend(CeedVectorDestroy(&l_vec));
1015     }
1016     impl->num_active_out = num_active_out;
1017   }
1018 
1019   // Check sizes
1020   CeedCheck(num_active_in > 0 && num_active_out > 0, ceed, CEED_ERROR_BACKEND, "Cannot assemble QFunction without active inputs and outputs");
1021 
1022   // Build objects if needed
1023   if (build_objects) {
1024     CeedSize l_size     = (CeedSize)num_elem * Q * num_active_in * num_active_out;
1025     CeedInt  strides[3] = {1, num_elem * Q, Q}; /* *NOPAD* */
1026 
1027     // Create output restriction
1028     CeedCallBackend(CeedElemRestrictionCreateStrided(ceed_parent, num_elem, Q, num_active_in * num_active_out,
1029                                                      (CeedSize)num_active_in * (CeedSize)num_active_out * (CeedSize)num_elem * (CeedSize)Q, strides,
1030                                                      rstr));
1031     // Create assembled vector
1032     CeedCallBackend(CeedVectorCreate(ceed_parent, l_size, assembled));
1033   }
1034   CeedCallBackend(CeedVectorSetValue(*assembled, 0.0));
1035   CeedCallBackend(CeedVectorGetArray(*assembled, CEED_MEM_DEVICE, &assembled_array));
1036 
1037   // Assemble QFunction
1038   for (CeedInt in = 0; in < num_active_in; in++) {
1039     // Set Inputs
1040     CeedCallBackend(CeedVectorSetValue(active_inputs[in], 1.0));
1041     if (num_active_in > 1) {
1042       CeedCallBackend(CeedVectorSetValue(active_inputs[(in + num_active_in - 1) % num_active_in], 0.0));
1043     }
1044     // Set Outputs
1045     for (CeedInt out = 0; out < num_output_fields; out++) {
1046       CeedVector l_vec;
1047 
1048       // Check if active output
1049       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
1050       if (l_vec == CEED_VECTOR_ACTIVE) {
1051         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, CEED_USE_POINTER, assembled_array));
1052         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[out], &size));
1053         assembled_array += size * Q * num_elem;  // Advance the pointer by the size of the output
1054       }
1055       CeedCallBackend(CeedVectorDestroy(&l_vec));
1056     }
1057     // Apply QFunction
1058     CeedCallBackend(CeedQFunctionApply(qf, Q * num_elem, impl->q_vecs_in, impl->q_vecs_out));
1059   }
1060 
1061   // Un-set output q-vecs to prevent accidental overwrite of Assembled
1062   for (CeedInt out = 0; out < num_output_fields; out++) {
1063     CeedVector l_vec;
1064 
1065     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
1066     if (l_vec == CEED_VECTOR_ACTIVE) {
1067       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, NULL));
1068     }
1069     CeedCallBackend(CeedVectorDestroy(&l_vec));
1070   }
1071 
1072   // Restore input arrays
1073   for (CeedInt i = 0; i < num_input_fields; i++) {
1074     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
1075   }
1076 
1077   // Restore output
1078   CeedCallBackend(CeedVectorRestoreArray(*assembled, &assembled_array));
1079   CeedCallBackend(CeedDestroy(&ceed));
1080   CeedCallBackend(CeedDestroy(&ceed_parent));
1081   CeedCallBackend(CeedQFunctionDestroy(&qf));
1082   return CEED_ERROR_SUCCESS;
1083 }
1084 
1085 //------------------------------------------------------------------------------
1086 // Assemble Linear QFunction
1087 //------------------------------------------------------------------------------
1088 static int CeedOperatorLinearAssembleQFunction_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1089   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, true, assembled, rstr, request);
1090 }
1091 
1092 //------------------------------------------------------------------------------
1093 // Update Assembled Linear QFunction
1094 //------------------------------------------------------------------------------
1095 static int CeedOperatorLinearAssembleQFunctionUpdate_Hip(CeedOperator op, CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
1096   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, false, &assembled, &rstr, request);
1097 }
1098 
1099 //------------------------------------------------------------------------------
1100 // Assemble Diagonal Setup
1101 //------------------------------------------------------------------------------
1102 static inline int CeedOperatorAssembleDiagonalSetup_Hip(CeedOperator op) {
1103   Ceed                ceed;
1104   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1105   CeedInt             q_comp, num_nodes, num_qpts;
1106   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1107   CeedBasis           basis_in = NULL, basis_out = NULL;
1108   CeedQFunctionField *qf_fields;
1109   CeedQFunction       qf;
1110   CeedOperatorField  *op_fields;
1111   CeedOperator_Hip   *impl;
1112 
1113   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1114   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1115   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1116 
1117   // Determine active input basis
1118   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1119   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1120   for (CeedInt i = 0; i < num_input_fields; i++) {
1121     CeedVector vec;
1122 
1123     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1124     if (vec == CEED_VECTOR_ACTIVE) {
1125       CeedEvalMode eval_mode;
1126       CeedBasis    basis;
1127 
1128       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1129       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND,
1130                 "Backend does not implement operator diagonal assembly with multiple active bases");
1131       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1132       CeedCallBackend(CeedBasisDestroy(&basis));
1133       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1134       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1135       if (eval_mode != CEED_EVAL_WEIGHT) {
1136         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1137         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1138         for (CeedInt d = 0; d < q_comp; d++) eval_modes_in[num_eval_modes_in + d] = eval_mode;
1139         num_eval_modes_in += q_comp;
1140       }
1141     }
1142     CeedCallBackend(CeedVectorDestroy(&vec));
1143   }
1144 
1145   // Determine active output basis
1146   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1147   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1148   for (CeedInt i = 0; i < num_output_fields; i++) {
1149     CeedVector vec;
1150 
1151     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1152     if (vec == CEED_VECTOR_ACTIVE) {
1153       CeedBasis    basis;
1154       CeedEvalMode eval_mode;
1155 
1156       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1157       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1158                 "Backend does not implement operator diagonal assembly with multiple active bases");
1159       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1160       CeedCallBackend(CeedBasisDestroy(&basis));
1161       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1162       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1163       if (eval_mode != CEED_EVAL_WEIGHT) {
1164         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1165         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1166         for (CeedInt d = 0; d < q_comp; d++) eval_modes_out[num_eval_modes_out + d] = eval_mode;
1167         num_eval_modes_out += q_comp;
1168       }
1169     }
1170     CeedCallBackend(CeedVectorDestroy(&vec));
1171   }
1172 
1173   // Operator data struct
1174   CeedCallBackend(CeedOperatorGetData(op, &impl));
1175   CeedCallBackend(CeedCalloc(1, &impl->diag));
1176   CeedOperatorDiag_Hip *diag = impl->diag;
1177 
1178   // Basis matrices
1179   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1180   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1181   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1182   const CeedInt interp_bytes     = num_nodes * num_qpts * sizeof(CeedScalar);
1183   const CeedInt eval_modes_bytes = sizeof(CeedEvalMode);
1184   bool          has_eval_none    = false;
1185 
1186   // CEED_EVAL_NONE
1187   for (CeedInt i = 0; i < num_eval_modes_in; i++) has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1188   for (CeedInt i = 0; i < num_eval_modes_out; i++) has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1189   if (has_eval_none) {
1190     CeedScalar *identity = NULL;
1191 
1192     CeedCallBackend(CeedCalloc(num_nodes * num_qpts, &identity));
1193     for (CeedInt i = 0; i < (num_nodes < num_qpts ? num_nodes : num_qpts); i++) identity[i * num_nodes + i] = 1.0;
1194     CeedCallHip(ceed, hipMalloc((void **)&diag->d_identity, interp_bytes));
1195     CeedCallHip(ceed, hipMemcpy(diag->d_identity, identity, interp_bytes, hipMemcpyHostToDevice));
1196     CeedCallBackend(CeedFree(&identity));
1197   }
1198 
1199   // CEED_EVAL_INTERP, CEED_EVAL_GRAD, CEED_EVAL_DIV, and CEED_EVAL_CURL
1200   for (CeedInt in = 0; in < 2; in++) {
1201     CeedFESpace fespace;
1202     CeedBasis   basis = in ? basis_in : basis_out;
1203 
1204     CeedCallBackend(CeedBasisGetFESpace(basis, &fespace));
1205     switch (fespace) {
1206       case CEED_FE_SPACE_H1: {
1207         CeedInt           q_comp_interp, q_comp_grad;
1208         const CeedScalar *interp, *grad;
1209         CeedScalar       *d_interp, *d_grad;
1210 
1211         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1212         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
1213 
1214         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1215         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1216         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1217         CeedCallBackend(CeedBasisGetGrad(basis, &grad));
1218         CeedCallHip(ceed, hipMalloc((void **)&d_grad, interp_bytes * q_comp_grad));
1219         CeedCallHip(ceed, hipMemcpy(d_grad, grad, interp_bytes * q_comp_grad, hipMemcpyHostToDevice));
1220         if (in) {
1221           diag->d_interp_in = d_interp;
1222           diag->d_grad_in   = d_grad;
1223         } else {
1224           diag->d_interp_out = d_interp;
1225           diag->d_grad_out   = d_grad;
1226         }
1227       } break;
1228       case CEED_FE_SPACE_HDIV: {
1229         CeedInt           q_comp_interp, q_comp_div;
1230         const CeedScalar *interp, *div;
1231         CeedScalar       *d_interp, *d_div;
1232 
1233         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1234         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
1235 
1236         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1237         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1238         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1239         CeedCallBackend(CeedBasisGetDiv(basis, &div));
1240         CeedCallHip(ceed, hipMalloc((void **)&d_div, interp_bytes * q_comp_div));
1241         CeedCallHip(ceed, hipMemcpy(d_div, div, interp_bytes * q_comp_div, hipMemcpyHostToDevice));
1242         if (in) {
1243           diag->d_interp_in = d_interp;
1244           diag->d_div_in    = d_div;
1245         } else {
1246           diag->d_interp_out = d_interp;
1247           diag->d_div_out    = d_div;
1248         }
1249       } break;
1250       case CEED_FE_SPACE_HCURL: {
1251         CeedInt           q_comp_interp, q_comp_curl;
1252         const CeedScalar *interp, *curl;
1253         CeedScalar       *d_interp, *d_curl;
1254 
1255         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1256         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
1257 
1258         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1259         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1260         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1261         CeedCallBackend(CeedBasisGetCurl(basis, &curl));
1262         CeedCallHip(ceed, hipMalloc((void **)&d_curl, interp_bytes * q_comp_curl));
1263         CeedCallHip(ceed, hipMemcpy(d_curl, curl, interp_bytes * q_comp_curl, hipMemcpyHostToDevice));
1264         if (in) {
1265           diag->d_interp_in = d_interp;
1266           diag->d_curl_in   = d_curl;
1267         } else {
1268           diag->d_interp_out = d_interp;
1269           diag->d_curl_out   = d_curl;
1270         }
1271       } break;
1272     }
1273   }
1274 
1275   // Arrays of eval_modes
1276   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_in, num_eval_modes_in * eval_modes_bytes));
1277   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_in, eval_modes_in, num_eval_modes_in * eval_modes_bytes, hipMemcpyHostToDevice));
1278   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_out, num_eval_modes_out * eval_modes_bytes));
1279   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_out, eval_modes_out, num_eval_modes_out * eval_modes_bytes, hipMemcpyHostToDevice));
1280   CeedCallBackend(CeedFree(&eval_modes_in));
1281   CeedCallBackend(CeedFree(&eval_modes_out));
1282   CeedCallBackend(CeedDestroy(&ceed));
1283   CeedCallBackend(CeedBasisDestroy(&basis_in));
1284   CeedCallBackend(CeedBasisDestroy(&basis_out));
1285   CeedCallBackend(CeedQFunctionDestroy(&qf));
1286   return CEED_ERROR_SUCCESS;
1287 }
1288 
1289 //------------------------------------------------------------------------------
1290 // Assemble Diagonal Setup (Compilation)
1291 //------------------------------------------------------------------------------
1292 static inline int CeedOperatorAssembleDiagonalSetupCompile_Hip(CeedOperator op, CeedInt use_ceedsize_idx, const bool is_point_block) {
1293   Ceed                ceed;
1294   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1295   CeedInt             num_comp, q_comp, num_nodes, num_qpts;
1296   CeedBasis           basis_in = NULL, basis_out = NULL;
1297   CeedQFunctionField *qf_fields;
1298   CeedQFunction       qf;
1299   CeedOperatorField  *op_fields;
1300   CeedOperator_Hip   *impl;
1301 
1302   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1303   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1304   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1305 
1306   // Determine active input basis
1307   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1308   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1309   for (CeedInt i = 0; i < num_input_fields; i++) {
1310     CeedVector vec;
1311 
1312     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1313     if (vec == CEED_VECTOR_ACTIVE) {
1314       CeedEvalMode eval_mode;
1315       CeedBasis    basis;
1316 
1317       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1318       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1319       CeedCallBackend(CeedBasisDestroy(&basis));
1320       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1321       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1322       if (eval_mode != CEED_EVAL_WEIGHT) {
1323         num_eval_modes_in += q_comp;
1324       }
1325     }
1326     CeedCallBackend(CeedVectorDestroy(&vec));
1327   }
1328 
1329   // Determine active output basis
1330   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1331   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1332   for (CeedInt i = 0; i < num_output_fields; i++) {
1333     CeedVector vec;
1334 
1335     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1336     if (vec == CEED_VECTOR_ACTIVE) {
1337       CeedEvalMode eval_mode;
1338       CeedBasis    basis;
1339 
1340       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1341       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1342       CeedCallBackend(CeedBasisDestroy(&basis));
1343       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1344       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1345       if (eval_mode != CEED_EVAL_WEIGHT) {
1346         num_eval_modes_out += q_comp;
1347       }
1348     }
1349     CeedCallBackend(CeedVectorDestroy(&vec));
1350   }
1351 
1352   // Operator data struct
1353   CeedCallBackend(CeedOperatorGetData(op, &impl));
1354   CeedOperatorDiag_Hip *diag = impl->diag;
1355 
1356   // Assemble kernel
1357   const char   diagonal_kernel_source[] = "// Diagonal assembly source\n#include <ceed/jit-source/hip/hip-ref-operator-assemble-diagonal.h>\n";
1358   hipModule_t *module                   = is_point_block ? &diag->module_point_block : &diag->module;
1359   CeedInt      elems_per_block          = 1;
1360 
1361   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1362   CeedCallBackend(CeedBasisGetNumComponents(basis_in, &num_comp));
1363   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1364   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1365   CeedCallHip(ceed, CeedCompile_Hip(ceed, diagonal_kernel_source, module, 8, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1366                                     num_eval_modes_out, "NUM_COMP", num_comp, "NUM_NODES", num_nodes, "NUM_QPTS", num_qpts, "USE_CEEDSIZE",
1367                                     use_ceedsize_idx, "USE_POINT_BLOCK", is_point_block ? 1 : 0, "BLOCK_SIZE", num_nodes * elems_per_block));
1368   CeedCallHip(ceed, CeedGetKernel_Hip(ceed, *module, "LinearDiagonal", is_point_block ? &diag->LinearPointBlock : &diag->LinearDiagonal));
1369   CeedCallBackend(CeedDestroy(&ceed));
1370   CeedCallBackend(CeedBasisDestroy(&basis_in));
1371   CeedCallBackend(CeedBasisDestroy(&basis_out));
1372   CeedCallBackend(CeedQFunctionDestroy(&qf));
1373   return CEED_ERROR_SUCCESS;
1374 }
1375 
1376 //------------------------------------------------------------------------------
1377 // Assemble Diagonal Core
1378 //------------------------------------------------------------------------------
1379 static inline int CeedOperatorAssembleDiagonalCore_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request, const bool is_point_block) {
1380   Ceed                ceed;
1381   CeedInt             num_elem, num_nodes;
1382   CeedScalar         *elem_diag_array;
1383   const CeedScalar   *assembled_qf_array;
1384   CeedVector          assembled_qf   = NULL, elem_diag;
1385   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out, diag_rstr;
1386   CeedOperator_Hip   *impl;
1387 
1388   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1389   CeedCallBackend(CeedOperatorGetData(op, &impl));
1390 
1391   // Assemble QFunction
1392   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, request));
1393   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1394   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1395 
1396   // Setup
1397   if (!impl->diag) CeedCallBackend(CeedOperatorAssembleDiagonalSetup_Hip(op));
1398   CeedOperatorDiag_Hip *diag = impl->diag;
1399 
1400   assert(diag != NULL);
1401 
1402   // Assemble kernel if needed
1403   if ((!is_point_block && !diag->LinearDiagonal) || (is_point_block && !diag->LinearPointBlock)) {
1404     CeedSize assembled_length, assembled_qf_length;
1405     CeedInt  use_ceedsize_idx = 0;
1406     CeedCallBackend(CeedVectorGetLength(assembled, &assembled_length));
1407     CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1408     if ((assembled_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1409 
1410     CeedCallBackend(CeedOperatorAssembleDiagonalSetupCompile_Hip(op, use_ceedsize_idx, is_point_block));
1411   }
1412 
1413   // Restriction and diagonal vector
1414   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1415   CeedCheck(rstr_in == rstr_out, ceed, CEED_ERROR_BACKEND,
1416             "Cannot assemble operator diagonal with different input and output active element restrictions");
1417   if (!is_point_block && !diag->diag_rstr) {
1418     CeedCallBackend(CeedElemRestrictionCreateUnsignedCopy(rstr_out, &diag->diag_rstr));
1419     CeedCallBackend(CeedElemRestrictionCreateVector(diag->diag_rstr, NULL, &diag->elem_diag));
1420   } else if (is_point_block && !diag->point_block_diag_rstr) {
1421     CeedCallBackend(CeedOperatorCreateActivePointBlockRestriction(rstr_out, &diag->point_block_diag_rstr));
1422     CeedCallBackend(CeedElemRestrictionCreateVector(diag->point_block_diag_rstr, NULL, &diag->point_block_elem_diag));
1423   }
1424   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1425   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1426   diag_rstr = is_point_block ? diag->point_block_diag_rstr : diag->diag_rstr;
1427   elem_diag = is_point_block ? diag->point_block_elem_diag : diag->elem_diag;
1428   CeedCallBackend(CeedVectorSetValue(elem_diag, 0.0));
1429 
1430   // Only assemble diagonal if the basis has nodes, otherwise inputs are null pointers
1431   CeedCallBackend(CeedElemRestrictionGetElementSize(diag_rstr, &num_nodes));
1432   if (num_nodes > 0) {
1433     // Assemble element operator diagonals
1434     CeedCallBackend(CeedElemRestrictionGetNumElements(diag_rstr, &num_elem));
1435     CeedCallBackend(CeedVectorGetArray(elem_diag, CEED_MEM_DEVICE, &elem_diag_array));
1436 
1437     // Compute the diagonal of B^T D B
1438     CeedInt elems_per_block = 1;
1439     CeedInt grid            = CeedDivUpInt(num_elem, elems_per_block);
1440     void   *args[]          = {(void *)&num_elem,      &diag->d_identity,       &diag->d_interp_in,  &diag->d_grad_in, &diag->d_div_in,
1441                                &diag->d_curl_in,       &diag->d_interp_out,     &diag->d_grad_out,   &diag->d_div_out, &diag->d_curl_out,
1442                                &diag->d_eval_modes_in, &diag->d_eval_modes_out, &assembled_qf_array, &elem_diag_array};
1443 
1444     if (is_point_block) {
1445       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearPointBlock, grid, num_nodes, 1, elems_per_block, args));
1446     } else {
1447       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearDiagonal, grid, num_nodes, 1, elems_per_block, args));
1448     }
1449 
1450     // Restore arrays
1451     CeedCallBackend(CeedVectorRestoreArray(elem_diag, &elem_diag_array));
1452     CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1453   }
1454 
1455   // Assemble local operator diagonal
1456   CeedCallBackend(CeedElemRestrictionApply(diag_rstr, CEED_TRANSPOSE, elem_diag, assembled, request));
1457 
1458   // Cleanup
1459   CeedCallBackend(CeedDestroy(&ceed));
1460   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1461   return CEED_ERROR_SUCCESS;
1462 }
1463 
1464 //------------------------------------------------------------------------------
1465 // Assemble Linear Diagonal
1466 //------------------------------------------------------------------------------
1467 static int CeedOperatorLinearAssembleAddDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1468   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, false));
1469   return CEED_ERROR_SUCCESS;
1470 }
1471 
1472 //------------------------------------------------------------------------------
1473 // Assemble Linear Point Block Diagonal
1474 //------------------------------------------------------------------------------
1475 static int CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1476   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, true));
1477   return CEED_ERROR_SUCCESS;
1478 }
1479 
1480 //------------------------------------------------------------------------------
1481 // Single Operator Assembly Setup
1482 //------------------------------------------------------------------------------
1483 static int CeedSingleOperatorAssembleSetup_Hip(CeedOperator op, CeedInt use_ceedsize_idx) {
1484   Ceed                ceed;
1485   Ceed_Hip           *hip_data;
1486   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1487   CeedInt             elem_size_in, num_qpts_in = 0, num_comp_in, elem_size_out, num_qpts_out, num_comp_out, q_comp;
1488   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1489   CeedElemRestriction rstr_in = NULL, rstr_out = NULL;
1490   CeedBasis           basis_in = NULL, basis_out = NULL;
1491   CeedQFunctionField *qf_fields;
1492   CeedQFunction       qf;
1493   CeedOperatorField  *input_fields, *output_fields;
1494   CeedOperator_Hip   *impl;
1495 
1496   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1497   CeedCallBackend(CeedOperatorGetData(op, &impl));
1498 
1499   // Get intput and output fields
1500   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &input_fields, &num_output_fields, &output_fields));
1501 
1502   // Determine active input basis eval mode
1503   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1504   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1505   for (CeedInt i = 0; i < num_input_fields; i++) {
1506     CeedVector vec;
1507 
1508     CeedCallBackend(CeedOperatorFieldGetVector(input_fields[i], &vec));
1509     if (vec == CEED_VECTOR_ACTIVE) {
1510       CeedEvalMode        eval_mode;
1511       CeedElemRestriction elem_rstr;
1512       CeedBasis           basis;
1513 
1514       CeedCallBackend(CeedOperatorFieldGetBasis(input_fields[i], &basis));
1515       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND, "Backend does not implement operator assembly with multiple active bases");
1516       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1517       CeedCallBackend(CeedBasisDestroy(&basis));
1518       CeedCallBackend(CeedOperatorFieldGetElemRestriction(input_fields[i], &elem_rstr));
1519       if (!rstr_in) CeedCallBackend(CeedElemRestrictionReferenceCopy(elem_rstr, &rstr_in));
1520       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1521       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1522       if (basis_in == CEED_BASIS_NONE) num_qpts_in = elem_size_in;
1523       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts_in));
1524       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1525       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1526       if (eval_mode != CEED_EVAL_WEIGHT) {
1527         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1528         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1529         for (CeedInt d = 0; d < q_comp; d++) {
1530           eval_modes_in[num_eval_modes_in + d] = eval_mode;
1531         }
1532         num_eval_modes_in += q_comp;
1533       }
1534     }
1535     CeedCallBackend(CeedVectorDestroy(&vec));
1536   }
1537 
1538   // Determine active output basis; basis_out and rstr_out only used if same as input, TODO
1539   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1540   for (CeedInt i = 0; i < num_output_fields; i++) {
1541     CeedVector vec;
1542 
1543     CeedCallBackend(CeedOperatorFieldGetVector(output_fields[i], &vec));
1544     if (vec == CEED_VECTOR_ACTIVE) {
1545       CeedEvalMode        eval_mode;
1546       CeedElemRestriction elem_rstr;
1547       CeedBasis           basis;
1548 
1549       CeedCallBackend(CeedOperatorFieldGetBasis(output_fields[i], &basis));
1550       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1551                 "Backend does not implement operator assembly with multiple active bases");
1552       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1553       CeedCallBackend(CeedBasisDestroy(&basis));
1554       CeedCallBackend(CeedOperatorFieldGetElemRestriction(output_fields[i], &elem_rstr));
1555       if (!rstr_out) CeedCallBackend(CeedElemRestrictionReferenceCopy(elem_rstr, &rstr_out));
1556       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1557       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1558       if (basis_out == CEED_BASIS_NONE) num_qpts_out = elem_size_out;
1559       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_out, &num_qpts_out));
1560       CeedCheck(num_qpts_in == num_qpts_out, ceed, CEED_ERROR_UNSUPPORTED,
1561                 "Active input and output bases must have the same number of quadrature points");
1562       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1563       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1564       if (eval_mode != CEED_EVAL_WEIGHT) {
1565         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1566         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1567         for (CeedInt d = 0; d < q_comp; d++) {
1568           eval_modes_out[num_eval_modes_out + d] = eval_mode;
1569         }
1570         num_eval_modes_out += q_comp;
1571       }
1572     }
1573     CeedCallBackend(CeedVectorDestroy(&vec));
1574   }
1575   CeedCheck(num_eval_modes_in > 0 && num_eval_modes_out > 0, ceed, CEED_ERROR_UNSUPPORTED, "Cannot assemble operator without inputs/outputs");
1576 
1577   CeedCallBackend(CeedCalloc(1, &impl->asmb));
1578   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1579   asmb->elems_per_block          = 1;
1580   asmb->block_size_x             = elem_size_in;
1581   asmb->block_size_y             = elem_size_out;
1582 
1583   CeedCallBackend(CeedGetData(ceed, &hip_data));
1584   bool fallback = asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block > hip_data->device_prop.maxThreadsPerBlock;
1585 
1586   if (fallback) {
1587     // Use fallback kernel with 1D threadblock
1588     asmb->block_size_y = 1;
1589   }
1590 
1591   // Compile kernels
1592   const char assembly_kernel_source[] = "// Full assembly source\n#include <ceed/jit-source/hip/hip-ref-operator-assemble.h>\n";
1593 
1594   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_in, &num_comp_in));
1595   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_out, &num_comp_out));
1596   CeedCallBackend(CeedCompile_Hip(ceed, assembly_kernel_source, &asmb->module, 10, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1597                                   num_eval_modes_out, "NUM_COMP_IN", num_comp_in, "NUM_COMP_OUT", num_comp_out, "NUM_NODES_IN", elem_size_in,
1598                                   "NUM_NODES_OUT", elem_size_out, "NUM_QPTS", num_qpts_in, "BLOCK_SIZE",
1599                                   asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block, "BLOCK_SIZE_Y", asmb->block_size_y, "USE_CEEDSIZE",
1600                                   use_ceedsize_idx));
1601   CeedCallBackend(CeedGetKernel_Hip(ceed, asmb->module, "LinearAssemble", &asmb->LinearAssemble));
1602 
1603   // Load into B_in, in order that they will be used in eval_modes_in
1604   {
1605     const CeedInt in_bytes           = elem_size_in * num_qpts_in * num_eval_modes_in * sizeof(CeedScalar);
1606     CeedInt       d_in               = 0;
1607     CeedEvalMode  eval_modes_in_prev = CEED_EVAL_NONE;
1608     bool          has_eval_none      = false;
1609     CeedScalar   *identity           = NULL;
1610 
1611     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1612       has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1613     }
1614     if (has_eval_none) {
1615       CeedCallBackend(CeedCalloc(elem_size_in * num_qpts_in, &identity));
1616       for (CeedInt i = 0; i < (elem_size_in < num_qpts_in ? elem_size_in : num_qpts_in); i++) identity[i * elem_size_in + i] = 1.0;
1617     }
1618 
1619     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_in, in_bytes));
1620     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1621       const CeedScalar *h_B_in;
1622 
1623       CeedCallBackend(CeedOperatorGetBasisPointer(basis_in, eval_modes_in[i], identity, &h_B_in));
1624       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_modes_in[i], &q_comp));
1625       if (q_comp > 1) {
1626         if (i == 0 || eval_modes_in[i] != eval_modes_in_prev) d_in = 0;
1627         else h_B_in = &h_B_in[(++d_in) * elem_size_in * num_qpts_in];
1628       }
1629       eval_modes_in_prev = eval_modes_in[i];
1630 
1631       CeedCallHip(ceed, hipMemcpy(&asmb->d_B_in[i * elem_size_in * num_qpts_in], h_B_in, elem_size_in * num_qpts_in * sizeof(CeedScalar),
1632                                   hipMemcpyHostToDevice));
1633     }
1634     CeedCallBackend(CeedFree(&identity));
1635   }
1636   CeedCallBackend(CeedFree(&eval_modes_in));
1637 
1638   // Load into B_out, in order that they will be used in eval_modes_out
1639   {
1640     const CeedInt out_bytes           = elem_size_out * num_qpts_out * num_eval_modes_out * sizeof(CeedScalar);
1641     CeedInt       d_out               = 0;
1642     CeedEvalMode  eval_modes_out_prev = CEED_EVAL_NONE;
1643     bool          has_eval_none       = false;
1644     CeedScalar   *identity            = NULL;
1645 
1646     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1647       has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1648     }
1649     if (has_eval_none) {
1650       CeedCallBackend(CeedCalloc(elem_size_out * num_qpts_out, &identity));
1651       for (CeedInt i = 0; i < (elem_size_out < num_qpts_out ? elem_size_out : num_qpts_out); i++) identity[i * elem_size_out + i] = 1.0;
1652     }
1653 
1654     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_out, out_bytes));
1655     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1656       const CeedScalar *h_B_out;
1657 
1658       CeedCallBackend(CeedOperatorGetBasisPointer(basis_out, eval_modes_out[i], identity, &h_B_out));
1659       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_modes_out[i], &q_comp));
1660       if (q_comp > 1) {
1661         if (i == 0 || eval_modes_out[i] != eval_modes_out_prev) d_out = 0;
1662         else h_B_out = &h_B_out[(++d_out) * elem_size_out * num_qpts_out];
1663       }
1664       eval_modes_out_prev = eval_modes_out[i];
1665 
1666       CeedCallHip(ceed, hipMemcpy(&asmb->d_B_out[i * elem_size_out * num_qpts_out], h_B_out, elem_size_out * num_qpts_out * sizeof(CeedScalar),
1667                                   hipMemcpyHostToDevice));
1668     }
1669     CeedCallBackend(CeedFree(&identity));
1670   }
1671   CeedCallBackend(CeedFree(&eval_modes_out));
1672   CeedCallBackend(CeedDestroy(&ceed));
1673   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1674   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1675   CeedCallBackend(CeedBasisDestroy(&basis_in));
1676   CeedCallBackend(CeedBasisDestroy(&basis_out));
1677   CeedCallBackend(CeedQFunctionDestroy(&qf));
1678   return CEED_ERROR_SUCCESS;
1679 }
1680 
1681 //------------------------------------------------------------------------------
1682 // Assemble matrix data for COO matrix of assembled operator.
1683 // The sparsity pattern is set by CeedOperatorLinearAssembleSymbolic.
1684 //
1685 // Note that this (and other assembly routines) currently assume only one active input restriction/basis per operator
1686 // (could have multiple basis eval modes).
1687 // TODO: allow multiple active input restrictions/basis objects
1688 //------------------------------------------------------------------------------
1689 static int CeedSingleOperatorAssemble_Hip(CeedOperator op, CeedInt offset, CeedVector values) {
1690   Ceed                ceed;
1691   CeedSize            values_length = 0, assembled_qf_length = 0;
1692   CeedInt             use_ceedsize_idx = 0, num_elem_in, num_elem_out, elem_size_in, elem_size_out;
1693   CeedScalar         *values_array;
1694   const CeedScalar   *assembled_qf_array;
1695   CeedVector          assembled_qf   = NULL;
1696   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out;
1697   CeedRestrictionType rstr_type_in, rstr_type_out;
1698   const bool         *orients_in = NULL, *orients_out = NULL;
1699   const CeedInt8     *curl_orients_in = NULL, *curl_orients_out = NULL;
1700   CeedOperator_Hip   *impl;
1701 
1702   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1703   CeedCallBackend(CeedOperatorGetData(op, &impl));
1704 
1705   // Assemble QFunction
1706   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, CEED_REQUEST_IMMEDIATE));
1707   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1708   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1709 
1710   CeedCallBackend(CeedVectorGetLength(values, &values_length));
1711   CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1712   if ((values_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1713 
1714   // Setup
1715   if (!impl->asmb) CeedCallBackend(CeedSingleOperatorAssembleSetup_Hip(op, use_ceedsize_idx));
1716   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1717 
1718   assert(asmb != NULL);
1719 
1720   // Assemble element operator
1721   CeedCallBackend(CeedVectorGetArray(values, CEED_MEM_DEVICE, &values_array));
1722   values_array += offset;
1723 
1724   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1725   CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_in, &num_elem_in));
1726   CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1727 
1728   CeedCallBackend(CeedElemRestrictionGetType(rstr_in, &rstr_type_in));
1729   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1730     CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_in, CEED_MEM_DEVICE, &orients_in));
1731   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1732     CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_in, CEED_MEM_DEVICE, &curl_orients_in));
1733   }
1734 
1735   if (rstr_in != rstr_out) {
1736     CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_out, &num_elem_out));
1737     CeedCheck(num_elem_in == num_elem_out, ceed, CEED_ERROR_UNSUPPORTED,
1738               "Active input and output operator restrictions must have the same number of elements");
1739     CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1740 
1741     CeedCallBackend(CeedElemRestrictionGetType(rstr_out, &rstr_type_out));
1742     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1743       CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_out, CEED_MEM_DEVICE, &orients_out));
1744     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1745       CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_out, CEED_MEM_DEVICE, &curl_orients_out));
1746     }
1747   } else {
1748     elem_size_out    = elem_size_in;
1749     orients_out      = orients_in;
1750     curl_orients_out = curl_orients_in;
1751   }
1752 
1753   // Compute B^T D B
1754   CeedInt shared_mem =
1755       ((curl_orients_in || curl_orients_out ? elem_size_in * elem_size_out : 0) + (curl_orients_in ? elem_size_in * asmb->block_size_y : 0)) *
1756       sizeof(CeedScalar);
1757   CeedInt grid   = CeedDivUpInt(num_elem_in, asmb->elems_per_block);
1758   void   *args[] = {(void *)&num_elem_in, &asmb->d_B_in,     &asmb->d_B_out,      &orients_in,  &curl_orients_in,
1759                     &orients_out,         &curl_orients_out, &assembled_qf_array, &values_array};
1760 
1761   CeedCallBackend(CeedRunKernelDimShared_Hip(ceed, asmb->LinearAssemble, NULL, grid, asmb->block_size_x, asmb->block_size_y, asmb->elems_per_block,
1762                                              shared_mem, args));
1763 
1764   // Restore arrays
1765   CeedCallBackend(CeedVectorRestoreArray(values, &values_array));
1766   CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1767 
1768   // Cleanup
1769   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1770   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1771     CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_in, &orients_in));
1772   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1773     CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_in, &curl_orients_in));
1774   }
1775   if (rstr_in != rstr_out) {
1776     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1777       CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_out, &orients_out));
1778     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1779       CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_out, &curl_orients_out));
1780     }
1781   }
1782   CeedCallBackend(CeedDestroy(&ceed));
1783   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1784   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1785   return CEED_ERROR_SUCCESS;
1786 }
1787 
1788 //------------------------------------------------------------------------------
1789 // Assemble Linear QFunction AtPoints
1790 //------------------------------------------------------------------------------
1791 static int CeedOperatorLinearAssembleQFunctionAtPoints_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1792   return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "Backend does not implement CeedOperatorLinearAssembleQFunction");
1793 }
1794 
1795 //------------------------------------------------------------------------------
1796 // Assemble Linear Diagonal AtPoints
1797 //------------------------------------------------------------------------------
1798 static int CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1799   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
1800   Ceed                ceed;
1801   CeedVector          active_e_vec_in, active_e_vec_out;
1802   CeedQFunctionField *qf_input_fields, *qf_output_fields;
1803   CeedQFunction       qf;
1804   CeedOperatorField  *op_input_fields, *op_output_fields;
1805   CeedOperator_Hip   *impl;
1806 
1807   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1808   CeedCallBackend(CeedOperatorGetData(op, &impl));
1809   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1810   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
1811   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
1812   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
1813 
1814   // Setup
1815   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
1816   num_points     = impl->num_points;
1817   max_num_points = impl->max_num_points;
1818 
1819   // Work vector
1820   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_in));
1821   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_out));
1822   {
1823     CeedSize length_in, length_out;
1824 
1825     CeedCallBackend(CeedVectorGetLength(active_e_vec_in, &length_in));
1826     CeedCallBackend(CeedVectorGetLength(active_e_vec_out, &length_out));
1827     // Need input e_vec to be longer
1828     if (length_in < length_out) {
1829       CeedVector temp = active_e_vec_in;
1830 
1831       active_e_vec_in  = active_e_vec_out;
1832       active_e_vec_out = temp;
1833     }
1834   }
1835 
1836   // Get point coordinates
1837   if (!impl->point_coords_elem) {
1838     CeedVector          point_coords = NULL;
1839     CeedElemRestriction rstr_points  = NULL;
1840 
1841     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
1842     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
1843     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
1844     CeedCallBackend(CeedVectorDestroy(&point_coords));
1845     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
1846   }
1847 
1848   // Process inputs
1849   for (CeedInt i = 0; i < num_input_fields; i++) {
1850     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
1851     CeedCallBackend(
1852         CeedOperatorInputBasisAtPoints_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, num_points, true, false, impl));
1853   }
1854 
1855   // Output pointers, as necessary
1856   for (CeedInt i = 0; i < num_output_fields; i++) {
1857     CeedEvalMode eval_mode;
1858 
1859     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
1860     if (eval_mode == CEED_EVAL_NONE) {
1861       CeedScalar *e_vec_array;
1862 
1863       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
1864       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
1865     }
1866   }
1867 
1868   // Loop over active fields
1869   for (CeedInt i = 0; i < num_input_fields; i++) {
1870     bool                is_active = false, is_active_at_points = true;
1871     CeedInt             elem_size = 1, num_comp_active = 1, e_vec_size = 0, field_in = impl->input_field_order[i];
1872     CeedRestrictionType rstr_type;
1873     CeedVector          l_vec;
1874     CeedElemRestriction elem_rstr;
1875 
1876     // -- Skip non-active input
1877     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[field_in], &l_vec));
1878     is_active = l_vec == CEED_VECTOR_ACTIVE;
1879     CeedCallBackend(CeedVectorDestroy(&l_vec));
1880     if (!is_active || impl->skip_rstr_in[field_in]) continue;
1881 
1882     // -- Get active restriction type
1883     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[field_in], &elem_rstr));
1884     CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1885     is_active_at_points = rstr_type == CEED_RESTRICTION_POINTS;
1886     if (!is_active_at_points) CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1887     else elem_size = max_num_points;
1888     CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp_active));
1889     CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1890 
1891     e_vec_size = elem_size * num_comp_active;
1892     CeedCallBackend(CeedVectorSetValue(active_e_vec_in, 0.0));
1893     for (CeedInt s = 0; s < e_vec_size; s++) {
1894       CeedVector q_vec = impl->q_vecs_in[field_in];
1895 
1896       // Update unit vector
1897       {
1898         // Note: E-vec strides are node * (1) + comp * (elem_size * num_elem) + elem * (elem_size)
1899         CeedInt  node = (s - 1) % elem_size, comp = (s - 1) / elem_size;
1900         CeedSize start = node * 1 + comp * (elem_size * num_elem);
1901         CeedSize stop  = (comp + 1) * (elem_size * num_elem);
1902 
1903         if (s != 0) CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, start, stop, elem_size, 0.0));
1904 
1905         node = s % elem_size, comp = s / elem_size;
1906         start = node * 1 + comp * (elem_size * num_elem);
1907         stop  = (comp + 1) * (elem_size * num_elem);
1908         CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, start, stop, elem_size, 1.0));
1909       }
1910 
1911       // Basis action
1912       for (CeedInt j = 0; j < num_input_fields; j++) {
1913         CeedInt field = impl->input_field_order[j];
1914 
1915         CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[field], qf_input_fields[field], field, NULL, active_e_vec_in, num_elem,
1916                                                            num_points, false, true, impl));
1917       }
1918 
1919       // Q function
1920       CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
1921 
1922       // Output basis apply if needed
1923       for (CeedInt j = 0; j < num_output_fields; j++) {
1924         bool                is_active = false;
1925         CeedInt             elem_size = 0;
1926         CeedInt             field_out = impl->output_field_order[j];
1927         CeedRestrictionType rstr_type;
1928         CeedEvalMode        eval_mode;
1929         CeedVector          l_vec, e_vec = impl->e_vecs_out[field_out], q_vec = impl->q_vecs_out[field_out];
1930         CeedElemRestriction elem_rstr;
1931 
1932         // ---- Skip non-active output
1933         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field_out], &l_vec));
1934         is_active = l_vec == CEED_VECTOR_ACTIVE;
1935         CeedCallBackend(CeedVectorDestroy(&l_vec));
1936         if (!is_active) continue;
1937         if (!e_vec) e_vec = active_e_vec_out;
1938 
1939         // ---- Check if elem size matches
1940         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field_out], &elem_rstr));
1941         CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1942         if (is_active_at_points && rstr_type != CEED_RESTRICTION_POINTS) continue;
1943         if (rstr_type == CEED_RESTRICTION_POINTS) {
1944           CeedCallBackend(CeedElemRestrictionGetMaxPointsInElement(elem_rstr, &elem_size));
1945         } else {
1946           CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1947         }
1948         {
1949           CeedInt num_comp = 0;
1950 
1951           CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp));
1952           if (e_vec_size != num_comp * elem_size) continue;
1953         }
1954 
1955         // Basis action
1956         CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field_out], &eval_mode));
1957         switch (eval_mode) {
1958           case CEED_EVAL_NONE: {
1959             CeedScalar *e_vec_array;
1960 
1961             CeedCallBackend(CeedVectorTakeArray(q_vec, CEED_MEM_DEVICE, &e_vec_array));
1962             CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
1963             break;
1964           }
1965           case CEED_EVAL_INTERP:
1966           case CEED_EVAL_GRAD:
1967           case CEED_EVAL_DIV:
1968           case CEED_EVAL_CURL: {
1969             CeedBasis basis;
1970 
1971             CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field_out], &basis));
1972             if (impl->apply_add_basis_out[field_out]) {
1973               CeedCallBackend(
1974                   CeedBasisApplyAddAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
1975             } else {
1976               CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
1977             }
1978             CeedCallBackend(CeedBasisDestroy(&basis));
1979             break;
1980           }
1981           // LCOV_EXCL_START
1982           case CEED_EVAL_WEIGHT: {
1983             return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
1984             // LCOV_EXCL_STOP
1985           }
1986         }
1987 
1988         // Continue if a field that is summed into
1989         if (impl->skip_rstr_out[field_out]) {
1990           CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1991           continue;
1992         }
1993 
1994         // Mask output e-vec
1995         CeedCallBackend(CeedVectorPointwiseMult(e_vec, active_e_vec_in, e_vec));
1996 
1997         // Restrict
1998         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, assembled, request));
1999         CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
2000 
2001         // Reset q_vec for
2002         if (eval_mode == CEED_EVAL_NONE) {
2003           CeedScalar *e_vec_array;
2004 
2005           CeedCallBackend(CeedVectorGetArrayWrite(e_vec, CEED_MEM_DEVICE, &e_vec_array));
2006           CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
2007         }
2008       }
2009 
2010       // Reset vec
2011       if (s == e_vec_size - 1 && i != num_input_fields - 1) CeedCallBackend(CeedVectorSetValue(q_vec, 0.0));
2012     }
2013   }
2014 
2015   // Restore CEED_EVAL_NONE
2016   for (CeedInt i = 0; i < num_output_fields; i++) {
2017     CeedEvalMode eval_mode;
2018 
2019     // Get eval_mode
2020     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
2021 
2022     // Restore evec
2023     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
2024     if (eval_mode == CEED_EVAL_NONE) {
2025       CeedScalar *e_vec_array;
2026 
2027       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &e_vec_array));
2028       CeedCallBackend(CeedVectorRestoreArray(impl->e_vecs_in[i], &e_vec_array));
2029     }
2030   }
2031 
2032   // Restore input arrays
2033   for (CeedInt i = 0; i < num_input_fields; i++) {
2034     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
2035   }
2036 
2037   // Restore work vector
2038   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_in));
2039   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_out));
2040   CeedCallBackend(CeedDestroy(&ceed));
2041   CeedCallBackend(CeedQFunctionDestroy(&qf));
2042   return CEED_ERROR_SUCCESS;
2043 }
2044 
2045 //------------------------------------------------------------------------------
2046 // Create operator
2047 //------------------------------------------------------------------------------
2048 int CeedOperatorCreate_Hip(CeedOperator op) {
2049   Ceed              ceed;
2050   CeedOperator_Hip *impl;
2051 
2052   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
2053   CeedCallBackend(CeedCalloc(1, &impl));
2054   CeedCallBackend(CeedOperatorSetData(op, impl));
2055 
2056   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunction_Hip));
2057   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunctionUpdate", CeedOperatorLinearAssembleQFunctionUpdate_Hip));
2058   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonal_Hip));
2059   CeedCallBackend(
2060       CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddPointBlockDiagonal", CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip));
2061   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleSingle", CeedSingleOperatorAssemble_Hip));
2062   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Hip));
2063   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
2064   CeedCallBackend(CeedDestroy(&ceed));
2065   return CEED_ERROR_SUCCESS;
2066 }
2067 
2068 //------------------------------------------------------------------------------
2069 // Create operator AtPoints
2070 //------------------------------------------------------------------------------
2071 int CeedOperatorCreateAtPoints_Hip(CeedOperator op) {
2072   Ceed              ceed;
2073   CeedOperator_Hip *impl;
2074 
2075   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
2076   CeedCallBackend(CeedCalloc(1, &impl));
2077   CeedCallBackend(CeedOperatorSetData(op, impl));
2078 
2079   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunctionAtPoints_Hip));
2080   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip));
2081   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAddAtPoints_Hip));
2082   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
2083   CeedCallBackend(CeedDestroy(&ceed));
2084   return CEED_ERROR_SUCCESS;
2085 }
2086 
2087 //------------------------------------------------------------------------------
2088