xref: /libCEED/rust/libceed-sys/c-src/backends/hip-ref/ceed-hip-ref-operator.c (revision 5cde1db9152a67762c6859bebaeefa844dfdd9a0)
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(CeedOperatorSetSetupDone(op));
356   CeedCallBackend(CeedQFunctionDestroy(&qf));
357   return CEED_ERROR_SUCCESS;
358 }
359 
360 //------------------------------------------------------------------------------
361 // Restrict Operator Inputs
362 //------------------------------------------------------------------------------
363 static inline int CeedOperatorInputRestrict_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
364                                                 CeedVector in_vec, CeedVector active_e_vec, const bool skip_active, CeedOperator_Hip *impl,
365                                                 CeedRequest *request) {
366   bool       is_active = false;
367   CeedVector l_vec, e_vec = impl->e_vecs_in[input_field];
368 
369   // Get input vector
370   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
371   is_active = l_vec == CEED_VECTOR_ACTIVE;
372   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
373   if (is_active) {
374     l_vec = in_vec;
375     if (!e_vec) e_vec = active_e_vec;
376   }
377 
378   // Restriction action
379   if (e_vec) {
380     // Restrict, if necessary
381     if (!impl->skip_rstr_in[input_field]) {
382       uint64_t state;
383 
384       CeedCallBackend(CeedVectorGetState(l_vec, &state));
385       if (is_active || state != impl->input_states[input_field]) {
386         CeedElemRestriction elem_rstr;
387 
388         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_field, &elem_rstr));
389         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_NOTRANSPOSE, l_vec, e_vec, request));
390         CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
391       }
392       impl->input_states[input_field] = state;
393     }
394   }
395   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
396   return CEED_ERROR_SUCCESS;
397 }
398 
399 //------------------------------------------------------------------------------
400 // Input Basis Action
401 //------------------------------------------------------------------------------
402 static inline int CeedOperatorInputBasis_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
403                                              CeedVector in_vec, CeedVector active_e_vec, CeedInt num_elem, const bool skip_active,
404                                              CeedOperator_Hip *impl) {
405   bool         is_active = false;
406   CeedEvalMode eval_mode;
407   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field], q_vec = impl->q_vecs_in[input_field];
408 
409   // Skip active input
410   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
411   is_active = l_vec == CEED_VECTOR_ACTIVE;
412   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
413   if (is_active) {
414     l_vec = in_vec;
415     if (!e_vec) e_vec = active_e_vec;
416   }
417 
418   // Basis action
419   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
420   switch (eval_mode) {
421     case CEED_EVAL_NONE: {
422       const CeedScalar *e_vec_array;
423 
424       if (e_vec) {
425         CeedCallBackend(CeedVectorGetArrayRead(e_vec, CEED_MEM_DEVICE, &e_vec_array));
426       } else {
427         CeedCallBackend(CeedVectorGetArrayRead(l_vec, CEED_MEM_DEVICE, &e_vec_array));
428       }
429       CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
430       break;
431     }
432     case CEED_EVAL_INTERP:
433     case CEED_EVAL_GRAD:
434     case CEED_EVAL_DIV:
435     case CEED_EVAL_CURL: {
436       CeedBasis basis;
437 
438       CeedCallBackend(CeedOperatorFieldGetBasis(op_input_field, &basis));
439       CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_NOTRANSPOSE, eval_mode, e_vec, q_vec));
440       CeedCallBackend(CeedBasisDestroy(&basis));
441       break;
442     }
443     case CEED_EVAL_WEIGHT:
444       break;  // No action
445   }
446   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
447   return CEED_ERROR_SUCCESS;
448 }
449 
450 //------------------------------------------------------------------------------
451 // Restore Input Vectors
452 //------------------------------------------------------------------------------
453 static inline int CeedOperatorInputRestore_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
454                                                CeedVector in_vec, CeedVector active_e_vec, const bool skip_active, CeedOperator_Hip *impl) {
455   bool         is_active = false;
456   CeedEvalMode eval_mode;
457   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field];
458 
459   // Skip active input
460   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
461   is_active = l_vec == CEED_VECTOR_ACTIVE;
462   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
463   if (is_active) {
464     l_vec = in_vec;
465     if (!e_vec) e_vec = active_e_vec;
466   }
467 
468   // Restore e-vec
469   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
470   if (eval_mode == CEED_EVAL_NONE) {
471     const CeedScalar *e_vec_array;
472 
473     CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_in[input_field], CEED_MEM_DEVICE, (CeedScalar **)&e_vec_array));
474     if (e_vec) {
475       CeedCallBackend(CeedVectorRestoreArrayRead(e_vec, &e_vec_array));
476     } else {
477       CeedCallBackend(CeedVectorRestoreArrayRead(l_vec, &e_vec_array));
478     }
479   }
480   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
481   return CEED_ERROR_SUCCESS;
482 }
483 
484 //------------------------------------------------------------------------------
485 // Apply and add to output
486 //------------------------------------------------------------------------------
487 static int CeedOperatorApplyAdd_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
488   CeedInt             Q, num_elem, num_input_fields, num_output_fields;
489   Ceed                ceed;
490   CeedVector          active_e_vec;
491   CeedQFunctionField *qf_input_fields, *qf_output_fields;
492   CeedQFunction       qf;
493   CeedOperatorField  *op_input_fields, *op_output_fields;
494   CeedOperator_Hip   *impl;
495 
496   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
497   CeedCallBackend(CeedOperatorGetData(op, &impl));
498   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
499   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
500   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
501   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
502   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
503 
504   // Setup
505   CeedCallBackend(CeedOperatorSetup_Hip(op));
506 
507   // Work vector
508   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec));
509 
510   // Process inputs
511   for (CeedInt i = 0; i < num_input_fields; i++) {
512     CeedInt field = impl->input_field_order[i];
513 
514     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, false, impl, request));
515     CeedCallBackend(CeedOperatorInputBasis_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, num_elem, false, impl));
516   }
517 
518   // Output pointers, as necessary
519   for (CeedInt i = 0; i < num_output_fields; i++) {
520     CeedEvalMode eval_mode;
521 
522     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
523     if (eval_mode == CEED_EVAL_NONE) {
524       CeedScalar *e_vec_array;
525 
526       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
527       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
528     }
529   }
530 
531   // Q function
532   CeedCallBackend(CeedQFunctionApply(qf, num_elem * Q, impl->q_vecs_in, impl->q_vecs_out));
533 
534   // Restore input arrays
535   for (CeedInt i = 0; i < num_input_fields; i++) {
536     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, in_vec, active_e_vec, false, impl));
537   }
538 
539   // Output basis and restriction
540   for (CeedInt i = 0; i < num_output_fields; i++) {
541     bool         is_active = false;
542     CeedInt      field     = impl->output_field_order[i];
543     CeedEvalMode eval_mode;
544     CeedVector   l_vec, e_vec = impl->e_vecs_out[field], q_vec = impl->q_vecs_out[field];
545 
546     // Output vector
547     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field], &l_vec));
548     is_active = l_vec == CEED_VECTOR_ACTIVE;
549     if (is_active) {
550       l_vec = out_vec;
551       if (!e_vec) e_vec = active_e_vec;
552     }
553 
554     // Basis action
555     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field], &eval_mode));
556     switch (eval_mode) {
557       case CEED_EVAL_NONE:
558         break;  // No action
559       case CEED_EVAL_INTERP:
560       case CEED_EVAL_GRAD:
561       case CEED_EVAL_DIV:
562       case CEED_EVAL_CURL: {
563         CeedBasis basis;
564 
565         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field], &basis));
566         if (impl->apply_add_basis_out[field]) {
567           CeedCallBackend(CeedBasisApplyAdd(basis, num_elem, CEED_TRANSPOSE, eval_mode, q_vec, e_vec));
568         } else {
569           CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_TRANSPOSE, eval_mode, q_vec, e_vec));
570         }
571         CeedCallBackend(CeedBasisDestroy(&basis));
572         break;
573       }
574       // LCOV_EXCL_START
575       case CEED_EVAL_WEIGHT: {
576         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
577         // LCOV_EXCL_STOP
578       }
579     }
580 
581     // Restore evec
582     if (eval_mode == CEED_EVAL_NONE) {
583       CeedScalar *e_vec_array;
584 
585       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
586       CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
587     }
588 
589     // Restrict
590     if (!impl->skip_rstr_out[field]) {
591       CeedElemRestriction elem_rstr;
592 
593       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field], &elem_rstr));
594       CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, l_vec, request));
595       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
596     }
597     if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
598   }
599 
600   // Return work vector
601   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec));
602   CeedCallBackend(CeedDestroy(&ceed));
603   CeedCallBackend(CeedQFunctionDestroy(&qf));
604   return CEED_ERROR_SUCCESS;
605 }
606 
607 //------------------------------------------------------------------------------
608 // CeedOperator needs to connect all the named fields (be they active or passive) to the named inputs and outputs of its CeedQFunction.
609 //------------------------------------------------------------------------------
610 static int CeedOperatorSetupAtPoints_Hip(CeedOperator op) {
611   bool                is_setup_done;
612   CeedInt             max_num_points = -1, num_elem, num_input_fields, num_output_fields;
613   CeedQFunctionField *qf_input_fields, *qf_output_fields;
614   CeedQFunction       qf;
615   CeedOperatorField  *op_input_fields, *op_output_fields;
616   CeedOperator_Hip   *impl;
617 
618   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
619   if (is_setup_done) return CEED_ERROR_SUCCESS;
620 
621   CeedCallBackend(CeedOperatorGetData(op, &impl));
622   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
623   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
624   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
625   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
626   {
627     CeedElemRestriction rstr_points = NULL;
628 
629     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, NULL));
630     CeedCallBackend(CeedElemRestrictionGetMaxPointsInElement(rstr_points, &max_num_points));
631     CeedCallBackend(CeedCalloc(num_elem, &impl->num_points));
632     for (CeedInt e = 0; e < num_elem; e++) {
633       CeedInt num_points_elem;
634 
635       CeedCallBackend(CeedElemRestrictionGetNumPointsInElement(rstr_points, e, &num_points_elem));
636       impl->num_points[e] = num_points_elem;
637     }
638     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
639   }
640   impl->max_num_points = max_num_points;
641 
642   // Allocate
643   CeedCallBackend(CeedCalloc(num_input_fields, &impl->e_vecs_in));
644   CeedCallBackend(CeedCalloc(num_output_fields, &impl->e_vecs_out));
645   CeedCallBackend(CeedCalloc(num_input_fields, &impl->skip_rstr_in));
646   CeedCallBackend(CeedCalloc(num_output_fields, &impl->skip_rstr_out));
647   CeedCallBackend(CeedCalloc(num_output_fields, &impl->apply_add_basis_out));
648   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_field_order));
649   CeedCallBackend(CeedCalloc(num_output_fields, &impl->output_field_order));
650   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_states));
651   CeedCallBackend(CeedCalloc(num_input_fields, &impl->q_vecs_in));
652   CeedCallBackend(CeedCalloc(num_output_fields, &impl->q_vecs_out));
653   impl->num_inputs  = num_input_fields;
654   impl->num_outputs = num_output_fields;
655 
656   // Set up infield and outfield e-vecs and q-vecs
657   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, true, true, impl->skip_rstr_in, NULL, impl->e_vecs_in, impl->q_vecs_in, num_input_fields,
658                                               max_num_points, num_elem));
659   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, false, true, impl->skip_rstr_out, impl->apply_add_basis_out, impl->e_vecs_out, impl->q_vecs_out,
660                                               num_output_fields, max_num_points, num_elem));
661 
662   // Reorder fields to allow reuse of buffers
663   impl->max_active_e_vec_len = 0;
664   {
665     bool    is_ordered[CEED_FIELD_MAX];
666     CeedInt curr_index = 0;
667 
668     for (CeedInt i = 0; i < num_input_fields; i++) is_ordered[i] = false;
669     for (CeedInt i = 0; i < num_input_fields; i++) {
670       CeedSize            e_vec_len_i;
671       CeedVector          vec_i;
672       CeedElemRestriction rstr_i;
673 
674       if (is_ordered[i]) continue;
675       is_ordered[i]                       = true;
676       impl->input_field_order[curr_index] = i;
677       curr_index++;
678       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec_i));
679       if (vec_i == CEED_VECTOR_NONE) {
680         // CEED_EVAL_WEIGHT
681         CeedCallBackend(CeedVectorDestroy(&vec_i));
682         continue;
683       };
684       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &rstr_i));
685       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
686       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;
687       for (CeedInt j = i + 1; j < num_input_fields; j++) {
688         CeedVector          vec_j;
689         CeedElemRestriction rstr_j;
690 
691         CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[j], &vec_j));
692         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[j], &rstr_j));
693         if (rstr_i == rstr_j && vec_i == vec_j) {
694           is_ordered[j]                       = true;
695           impl->input_field_order[curr_index] = j;
696           curr_index++;
697         }
698         CeedCallBackend(CeedVectorDestroy(&vec_j));
699         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
700       }
701       CeedCallBackend(CeedVectorDestroy(&vec_i));
702       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
703     }
704   }
705   {
706     bool    is_ordered[CEED_FIELD_MAX];
707     CeedInt curr_index = 0;
708 
709     for (CeedInt i = 0; i < num_output_fields; i++) is_ordered[i] = false;
710     for (CeedInt i = 0; i < num_output_fields; i++) {
711       CeedSize            e_vec_len_i;
712       CeedVector          vec_i;
713       CeedElemRestriction rstr_i;
714 
715       if (is_ordered[i]) continue;
716       is_ordered[i]                        = true;
717       impl->output_field_order[curr_index] = i;
718       curr_index++;
719       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec_i));
720       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &rstr_i));
721       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
722       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;
723       for (CeedInt j = i + 1; j < num_output_fields; j++) {
724         CeedVector          vec_j;
725         CeedElemRestriction rstr_j;
726 
727         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[j], &vec_j));
728         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &rstr_j));
729         if (rstr_i == rstr_j && vec_i == vec_j) {
730           is_ordered[j]                        = true;
731           impl->output_field_order[curr_index] = j;
732           curr_index++;
733         }
734         CeedCallBackend(CeedVectorDestroy(&vec_j));
735         CeedCallBackend(CeedElemRestrictionDestroy(&rstr_j));
736       }
737       CeedCallBackend(CeedVectorDestroy(&vec_i));
738       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_i));
739     }
740   }
741   CeedCallBackend(CeedOperatorSetSetupDone(op));
742   CeedCallBackend(CeedQFunctionDestroy(&qf));
743   return CEED_ERROR_SUCCESS;
744 }
745 
746 //------------------------------------------------------------------------------
747 // Input Basis Action AtPoints
748 //------------------------------------------------------------------------------
749 static inline int CeedOperatorInputBasisAtPoints_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
750                                                      CeedVector in_vec, CeedVector active_e_vec, CeedInt num_elem, const CeedInt *num_points,
751                                                      const bool skip_active, const bool skip_passive, CeedOperator_Hip *impl) {
752   bool         is_active = false;
753   CeedEvalMode eval_mode;
754   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field], q_vec = impl->q_vecs_in[input_field];
755 
756   // Skip active input
757   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
758   is_active = l_vec == CEED_VECTOR_ACTIVE;
759   if (skip_active && is_active) return CEED_ERROR_SUCCESS;
760   if (skip_passive && !is_active) {
761     CeedCallBackend(CeedVectorDestroy(&l_vec));
762     return CEED_ERROR_SUCCESS;
763   }
764   if (is_active) {
765     l_vec = in_vec;
766     if (!e_vec) e_vec = active_e_vec;
767   }
768 
769   // Basis action
770   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
771   switch (eval_mode) {
772     case CEED_EVAL_NONE: {
773       const CeedScalar *e_vec_array;
774 
775       if (e_vec) {
776         CeedCallBackend(CeedVectorGetArrayRead(e_vec, CEED_MEM_DEVICE, &e_vec_array));
777       } else {
778         CeedCallBackend(CeedVectorGetArrayRead(l_vec, CEED_MEM_DEVICE, &e_vec_array));
779       }
780       CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
781       break;
782     }
783     case CEED_EVAL_INTERP:
784     case CEED_EVAL_GRAD:
785     case CEED_EVAL_DIV:
786     case CEED_EVAL_CURL: {
787       CeedBasis basis;
788 
789       CeedCallBackend(CeedOperatorFieldGetBasis(op_input_field, &basis));
790       CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, eval_mode, impl->point_coords_elem, e_vec, q_vec));
791       CeedCallBackend(CeedBasisDestroy(&basis));
792       break;
793     }
794     case CEED_EVAL_WEIGHT:
795       break;  // No action
796   }
797   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
798   return CEED_ERROR_SUCCESS;
799 }
800 
801 //------------------------------------------------------------------------------
802 // Apply and add to output AtPoints
803 //------------------------------------------------------------------------------
804 static int CeedOperatorApplyAddAtPoints_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
805   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
806   Ceed                ceed;
807   CeedVector          active_e_vec;
808   CeedQFunctionField *qf_input_fields, *qf_output_fields;
809   CeedQFunction       qf;
810   CeedOperatorField  *op_input_fields, *op_output_fields;
811   CeedOperator_Hip   *impl;
812 
813   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
814   CeedCallBackend(CeedOperatorGetData(op, &impl));
815   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
816   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
817   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
818   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
819 
820   // Setup
821   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
822   num_points     = impl->num_points;
823   max_num_points = impl->max_num_points;
824 
825   // Work vector
826   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec));
827 
828   // Get point coordinates
829   if (!impl->point_coords_elem) {
830     CeedVector          point_coords = NULL;
831     CeedElemRestriction rstr_points  = NULL;
832 
833     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
834     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
835     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
836     CeedCallBackend(CeedVectorDestroy(&point_coords));
837     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
838   }
839 
840   // Process inputs
841   for (CeedInt i = 0; i < num_input_fields; i++) {
842     CeedInt field = impl->input_field_order[i];
843 
844     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, false, impl, request));
845     CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, num_elem,
846                                                        num_points, false, false, impl));
847   }
848 
849   // Output pointers, as necessary
850   for (CeedInt i = 0; i < num_output_fields; i++) {
851     CeedEvalMode eval_mode;
852 
853     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
854     if (eval_mode == CEED_EVAL_NONE) {
855       CeedScalar *e_vec_array;
856 
857       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
858       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
859     }
860   }
861 
862   // Q function
863   CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
864 
865   // Restore input arrays
866   for (CeedInt i = 0; i < num_input_fields; i++) {
867     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, in_vec, active_e_vec, false, impl));
868   }
869 
870   // Output basis and restriction
871   for (CeedInt i = 0; i < num_output_fields; i++) {
872     bool         is_active = false;
873     CeedInt      field     = impl->output_field_order[i];
874     CeedEvalMode eval_mode;
875     CeedVector   l_vec, e_vec = impl->e_vecs_out[field], q_vec = impl->q_vecs_out[field];
876 
877     // Output vector
878     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field], &l_vec));
879     is_active = l_vec == CEED_VECTOR_ACTIVE;
880     if (is_active) {
881       l_vec = out_vec;
882       if (!e_vec) e_vec = active_e_vec;
883     }
884 
885     // Basis action
886     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field], &eval_mode));
887     switch (eval_mode) {
888       case CEED_EVAL_NONE:
889         break;  // No action
890       case CEED_EVAL_INTERP:
891       case CEED_EVAL_GRAD:
892       case CEED_EVAL_DIV:
893       case CEED_EVAL_CURL: {
894         CeedBasis basis;
895 
896         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field], &basis));
897         if (impl->apply_add_basis_out[field]) {
898           CeedCallBackend(CeedBasisApplyAddAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
899         } else {
900           CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
901         }
902         CeedCallBackend(CeedBasisDestroy(&basis));
903         break;
904       }
905       // LCOV_EXCL_START
906       case CEED_EVAL_WEIGHT: {
907         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
908         // LCOV_EXCL_STOP
909       }
910     }
911 
912     // Restore evec
913     if (eval_mode == CEED_EVAL_NONE) {
914       CeedScalar *e_vec_array;
915 
916       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
917       CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
918     }
919 
920     // Restrict
921     if (!impl->skip_rstr_out[field]) {
922       CeedElemRestriction elem_rstr;
923 
924       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field], &elem_rstr));
925       CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, l_vec, request));
926       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
927     }
928     if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
929   }
930 
931   // Restore work vector
932   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec));
933   CeedCallBackend(CeedDestroy(&ceed));
934   CeedCallBackend(CeedQFunctionDestroy(&qf));
935   return CEED_ERROR_SUCCESS;
936 }
937 
938 //------------------------------------------------------------------------------
939 // Linear QFunction Assembly Core
940 //------------------------------------------------------------------------------
941 static inline int CeedOperatorLinearAssembleQFunctionCore_Hip(CeedOperator op, bool build_objects, CeedVector *assembled, CeedElemRestriction *rstr,
942                                                               CeedRequest *request) {
943   Ceed                ceed, ceed_parent;
944   CeedInt             num_active_in, num_active_out, Q, num_elem, num_input_fields, num_output_fields, size;
945   CeedScalar         *assembled_array;
946   CeedVector         *active_inputs;
947   CeedQFunctionField *qf_input_fields, *qf_output_fields;
948   CeedQFunction       qf;
949   CeedOperatorField  *op_input_fields, *op_output_fields;
950   CeedOperator_Hip   *impl;
951 
952   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
953   CeedCallBackend(CeedOperatorGetFallbackParentCeed(op, &ceed_parent));
954   CeedCallBackend(CeedOperatorGetData(op, &impl));
955   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
956   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
957   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
958   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
959   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
960   active_inputs = impl->qf_active_in;
961   num_active_in = impl->num_active_in, num_active_out = impl->num_active_out;
962 
963   // Setup
964   CeedCallBackend(CeedOperatorSetup_Hip(op));
965 
966   // Process inputs
967   for (CeedInt i = 0; i < num_input_fields; i++) {
968     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
969     CeedCallBackend(CeedOperatorInputBasis_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, true, impl));
970   }
971 
972   // Count number of active input fields
973   if (!num_active_in) {
974     for (CeedInt i = 0; i < num_input_fields; i++) {
975       CeedScalar *q_vec_array;
976       CeedVector  l_vec;
977 
978       // Check if active input
979       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
980       if (l_vec == CEED_VECTOR_ACTIVE) {
981         CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
982         CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
983         CeedCallBackend(CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &q_vec_array));
984         CeedCallBackend(CeedRealloc(num_active_in + size, &active_inputs));
985         for (CeedInt field = 0; field < size; field++) {
986           CeedSize q_size = (CeedSize)Q * num_elem;
987 
988           CeedCallBackend(CeedVectorCreate(ceed, q_size, &active_inputs[num_active_in + field]));
989           CeedCallBackend(
990               CeedVectorSetArray(active_inputs[num_active_in + field], CEED_MEM_DEVICE, CEED_USE_POINTER, &q_vec_array[field * Q * num_elem]));
991         }
992         num_active_in += size;
993         CeedCallBackend(CeedVectorRestoreArray(impl->q_vecs_in[i], &q_vec_array));
994       }
995       CeedCallBackend(CeedVectorDestroy(&l_vec));
996     }
997     impl->num_active_in = num_active_in;
998     impl->qf_active_in  = active_inputs;
999   }
1000 
1001   // Count number of active output fields
1002   if (!num_active_out) {
1003     for (CeedInt i = 0; i < num_output_fields; i++) {
1004       CeedVector l_vec;
1005 
1006       // Check if active output
1007       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &l_vec));
1008       if (l_vec == CEED_VECTOR_ACTIVE) {
1009         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
1010         num_active_out += size;
1011       }
1012       CeedCallBackend(CeedVectorDestroy(&l_vec));
1013     }
1014     impl->num_active_out = num_active_out;
1015   }
1016 
1017   // Check sizes
1018   CeedCheck(num_active_in > 0 && num_active_out > 0, ceed, CEED_ERROR_BACKEND, "Cannot assemble QFunction without active inputs and outputs");
1019 
1020   // Build objects if needed
1021   if (build_objects) {
1022     CeedSize l_size     = (CeedSize)num_elem * Q * num_active_in * num_active_out;
1023     CeedInt  strides[3] = {1, num_elem * Q, Q}; /* *NOPAD* */
1024 
1025     // Create output restriction
1026     CeedCallBackend(CeedElemRestrictionCreateStrided(ceed_parent, num_elem, Q, num_active_in * num_active_out,
1027                                                      (CeedSize)num_active_in * (CeedSize)num_active_out * (CeedSize)num_elem * (CeedSize)Q, strides,
1028                                                      rstr));
1029     // Create assembled vector
1030     CeedCallBackend(CeedVectorCreate(ceed_parent, l_size, assembled));
1031   }
1032   CeedCallBackend(CeedVectorSetValue(*assembled, 0.0));
1033   CeedCallBackend(CeedVectorGetArray(*assembled, CEED_MEM_DEVICE, &assembled_array));
1034 
1035   // Assemble QFunction
1036   for (CeedInt in = 0; in < num_active_in; in++) {
1037     // Set Inputs
1038     CeedCallBackend(CeedVectorSetValue(active_inputs[in], 1.0));
1039     if (num_active_in > 1) {
1040       CeedCallBackend(CeedVectorSetValue(active_inputs[(in + num_active_in - 1) % num_active_in], 0.0));
1041     }
1042     // Set Outputs
1043     for (CeedInt out = 0; out < num_output_fields; out++) {
1044       CeedVector l_vec;
1045 
1046       // Check if active output
1047       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
1048       if (l_vec == CEED_VECTOR_ACTIVE) {
1049         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, CEED_USE_POINTER, assembled_array));
1050         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[out], &size));
1051         assembled_array += size * Q * num_elem;  // Advance the pointer by the size of the output
1052       }
1053       CeedCallBackend(CeedVectorDestroy(&l_vec));
1054     }
1055     // Apply QFunction
1056     CeedCallBackend(CeedQFunctionApply(qf, Q * num_elem, impl->q_vecs_in, impl->q_vecs_out));
1057   }
1058 
1059   // Un-set output q-vecs to prevent accidental overwrite of Assembled
1060   for (CeedInt out = 0; out < num_output_fields; out++) {
1061     CeedVector l_vec;
1062 
1063     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
1064     if (l_vec == CEED_VECTOR_ACTIVE) {
1065       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, NULL));
1066     }
1067     CeedCallBackend(CeedVectorDestroy(&l_vec));
1068   }
1069 
1070   // Restore input arrays
1071   for (CeedInt i = 0; i < num_input_fields; i++) {
1072     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
1073   }
1074 
1075   // Restore output
1076   CeedCallBackend(CeedVectorRestoreArray(*assembled, &assembled_array));
1077   CeedCallBackend(CeedDestroy(&ceed));
1078   CeedCallBackend(CeedDestroy(&ceed_parent));
1079   CeedCallBackend(CeedQFunctionDestroy(&qf));
1080   return CEED_ERROR_SUCCESS;
1081 }
1082 
1083 //------------------------------------------------------------------------------
1084 // Assemble Linear QFunction
1085 //------------------------------------------------------------------------------
1086 static int CeedOperatorLinearAssembleQFunction_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1087   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, true, assembled, rstr, request);
1088 }
1089 
1090 //------------------------------------------------------------------------------
1091 // Update Assembled Linear QFunction
1092 //------------------------------------------------------------------------------
1093 static int CeedOperatorLinearAssembleQFunctionUpdate_Hip(CeedOperator op, CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
1094   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, false, &assembled, &rstr, request);
1095 }
1096 
1097 //------------------------------------------------------------------------------
1098 // Assemble Diagonal Setup
1099 //------------------------------------------------------------------------------
1100 static inline int CeedOperatorAssembleDiagonalSetup_Hip(CeedOperator op) {
1101   Ceed                ceed;
1102   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1103   CeedInt             q_comp, num_nodes, num_qpts;
1104   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1105   CeedBasis           basis_in = NULL, basis_out = NULL;
1106   CeedQFunctionField *qf_fields;
1107   CeedQFunction       qf;
1108   CeedOperatorField  *op_fields;
1109   CeedOperator_Hip   *impl;
1110 
1111   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1112   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1113   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1114 
1115   // Determine active input basis
1116   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1117   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1118   for (CeedInt i = 0; i < num_input_fields; i++) {
1119     CeedVector vec;
1120 
1121     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1122     if (vec == CEED_VECTOR_ACTIVE) {
1123       CeedEvalMode eval_mode;
1124       CeedBasis    basis;
1125 
1126       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1127       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND,
1128                 "Backend does not implement operator diagonal assembly with multiple active bases");
1129       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1130       CeedCallBackend(CeedBasisDestroy(&basis));
1131       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1132       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1133       if (eval_mode != CEED_EVAL_WEIGHT) {
1134         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1135         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1136         for (CeedInt d = 0; d < q_comp; d++) eval_modes_in[num_eval_modes_in + d] = eval_mode;
1137         num_eval_modes_in += q_comp;
1138       }
1139     }
1140     CeedCallBackend(CeedVectorDestroy(&vec));
1141   }
1142 
1143   // Determine active output basis
1144   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1145   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1146   for (CeedInt i = 0; i < num_output_fields; i++) {
1147     CeedVector vec;
1148 
1149     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1150     if (vec == CEED_VECTOR_ACTIVE) {
1151       CeedBasis    basis;
1152       CeedEvalMode eval_mode;
1153 
1154       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1155       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1156                 "Backend does not implement operator diagonal assembly with multiple active bases");
1157       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1158       CeedCallBackend(CeedBasisDestroy(&basis));
1159       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1160       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1161       if (eval_mode != CEED_EVAL_WEIGHT) {
1162         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1163         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1164         for (CeedInt d = 0; d < q_comp; d++) eval_modes_out[num_eval_modes_out + d] = eval_mode;
1165         num_eval_modes_out += q_comp;
1166       }
1167     }
1168     CeedCallBackend(CeedVectorDestroy(&vec));
1169   }
1170 
1171   // Operator data struct
1172   CeedCallBackend(CeedOperatorGetData(op, &impl));
1173   CeedCallBackend(CeedCalloc(1, &impl->diag));
1174   CeedOperatorDiag_Hip *diag = impl->diag;
1175 
1176   // Basis matrices
1177   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1178   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1179   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1180   const CeedInt interp_bytes     = num_nodes * num_qpts * sizeof(CeedScalar);
1181   const CeedInt eval_modes_bytes = sizeof(CeedEvalMode);
1182   bool          has_eval_none    = false;
1183 
1184   // CEED_EVAL_NONE
1185   for (CeedInt i = 0; i < num_eval_modes_in; i++) has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1186   for (CeedInt i = 0; i < num_eval_modes_out; i++) has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1187   if (has_eval_none) {
1188     CeedScalar *identity = NULL;
1189 
1190     CeedCallBackend(CeedCalloc(num_nodes * num_qpts, &identity));
1191     for (CeedInt i = 0; i < (num_nodes < num_qpts ? num_nodes : num_qpts); i++) identity[i * num_nodes + i] = 1.0;
1192     CeedCallHip(ceed, hipMalloc((void **)&diag->d_identity, interp_bytes));
1193     CeedCallHip(ceed, hipMemcpy(diag->d_identity, identity, interp_bytes, hipMemcpyHostToDevice));
1194     CeedCallBackend(CeedFree(&identity));
1195   }
1196 
1197   // CEED_EVAL_INTERP, CEED_EVAL_GRAD, CEED_EVAL_DIV, and CEED_EVAL_CURL
1198   for (CeedInt in = 0; in < 2; in++) {
1199     CeedFESpace fespace;
1200     CeedBasis   basis = in ? basis_in : basis_out;
1201 
1202     CeedCallBackend(CeedBasisGetFESpace(basis, &fespace));
1203     switch (fespace) {
1204       case CEED_FE_SPACE_H1: {
1205         CeedInt           q_comp_interp, q_comp_grad;
1206         const CeedScalar *interp, *grad;
1207         CeedScalar       *d_interp, *d_grad;
1208 
1209         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1210         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
1211 
1212         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1213         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1214         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1215         CeedCallBackend(CeedBasisGetGrad(basis, &grad));
1216         CeedCallHip(ceed, hipMalloc((void **)&d_grad, interp_bytes * q_comp_grad));
1217         CeedCallHip(ceed, hipMemcpy(d_grad, grad, interp_bytes * q_comp_grad, hipMemcpyHostToDevice));
1218         if (in) {
1219           diag->d_interp_in = d_interp;
1220           diag->d_grad_in   = d_grad;
1221         } else {
1222           diag->d_interp_out = d_interp;
1223           diag->d_grad_out   = d_grad;
1224         }
1225       } break;
1226       case CEED_FE_SPACE_HDIV: {
1227         CeedInt           q_comp_interp, q_comp_div;
1228         const CeedScalar *interp, *div;
1229         CeedScalar       *d_interp, *d_div;
1230 
1231         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1232         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
1233 
1234         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1235         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1236         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1237         CeedCallBackend(CeedBasisGetDiv(basis, &div));
1238         CeedCallHip(ceed, hipMalloc((void **)&d_div, interp_bytes * q_comp_div));
1239         CeedCallHip(ceed, hipMemcpy(d_div, div, interp_bytes * q_comp_div, hipMemcpyHostToDevice));
1240         if (in) {
1241           diag->d_interp_in = d_interp;
1242           diag->d_div_in    = d_div;
1243         } else {
1244           diag->d_interp_out = d_interp;
1245           diag->d_div_out    = d_div;
1246         }
1247       } break;
1248       case CEED_FE_SPACE_HCURL: {
1249         CeedInt           q_comp_interp, q_comp_curl;
1250         const CeedScalar *interp, *curl;
1251         CeedScalar       *d_interp, *d_curl;
1252 
1253         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1254         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
1255 
1256         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1257         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1258         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1259         CeedCallBackend(CeedBasisGetCurl(basis, &curl));
1260         CeedCallHip(ceed, hipMalloc((void **)&d_curl, interp_bytes * q_comp_curl));
1261         CeedCallHip(ceed, hipMemcpy(d_curl, curl, interp_bytes * q_comp_curl, hipMemcpyHostToDevice));
1262         if (in) {
1263           diag->d_interp_in = d_interp;
1264           diag->d_curl_in   = d_curl;
1265         } else {
1266           diag->d_interp_out = d_interp;
1267           diag->d_curl_out   = d_curl;
1268         }
1269       } break;
1270     }
1271   }
1272 
1273   // Arrays of eval_modes
1274   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_in, num_eval_modes_in * eval_modes_bytes));
1275   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_in, eval_modes_in, num_eval_modes_in * eval_modes_bytes, hipMemcpyHostToDevice));
1276   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_out, num_eval_modes_out * eval_modes_bytes));
1277   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_out, eval_modes_out, num_eval_modes_out * eval_modes_bytes, hipMemcpyHostToDevice));
1278   CeedCallBackend(CeedFree(&eval_modes_in));
1279   CeedCallBackend(CeedFree(&eval_modes_out));
1280   CeedCallBackend(CeedDestroy(&ceed));
1281   CeedCallBackend(CeedBasisDestroy(&basis_in));
1282   CeedCallBackend(CeedBasisDestroy(&basis_out));
1283   CeedCallBackend(CeedQFunctionDestroy(&qf));
1284   return CEED_ERROR_SUCCESS;
1285 }
1286 
1287 //------------------------------------------------------------------------------
1288 // Assemble Diagonal Setup (Compilation)
1289 //------------------------------------------------------------------------------
1290 static inline int CeedOperatorAssembleDiagonalSetupCompile_Hip(CeedOperator op, CeedInt use_ceedsize_idx, const bool is_point_block) {
1291   Ceed                ceed;
1292   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1293   CeedInt             num_comp, q_comp, num_nodes, num_qpts;
1294   CeedBasis           basis_in = NULL, basis_out = NULL;
1295   CeedQFunctionField *qf_fields;
1296   CeedQFunction       qf;
1297   CeedOperatorField  *op_fields;
1298   CeedOperator_Hip   *impl;
1299 
1300   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1301   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1302   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1303 
1304   // Determine active input basis
1305   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1306   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1307   for (CeedInt i = 0; i < num_input_fields; i++) {
1308     CeedVector vec;
1309 
1310     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1311     if (vec == CEED_VECTOR_ACTIVE) {
1312       CeedEvalMode eval_mode;
1313       CeedBasis    basis;
1314 
1315       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1316       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1317       CeedCallBackend(CeedBasisDestroy(&basis));
1318       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1319       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1320       if (eval_mode != CEED_EVAL_WEIGHT) {
1321         num_eval_modes_in += q_comp;
1322       }
1323     }
1324     CeedCallBackend(CeedVectorDestroy(&vec));
1325   }
1326 
1327   // Determine active output basis
1328   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1329   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1330   for (CeedInt i = 0; i < num_output_fields; i++) {
1331     CeedVector vec;
1332 
1333     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1334     if (vec == CEED_VECTOR_ACTIVE) {
1335       CeedEvalMode eval_mode;
1336       CeedBasis    basis;
1337 
1338       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1339       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1340       CeedCallBackend(CeedBasisDestroy(&basis));
1341       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1342       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1343       if (eval_mode != CEED_EVAL_WEIGHT) {
1344         num_eval_modes_out += q_comp;
1345       }
1346     }
1347     CeedCallBackend(CeedVectorDestroy(&vec));
1348   }
1349 
1350   // Operator data struct
1351   CeedCallBackend(CeedOperatorGetData(op, &impl));
1352   CeedOperatorDiag_Hip *diag = impl->diag;
1353 
1354   // Assemble kernel
1355   const char   diagonal_kernel_source[] = "// Diagonal assembly source\n#include <ceed/jit-source/hip/hip-ref-operator-assemble-diagonal.h>\n";
1356   hipModule_t *module                   = is_point_block ? &diag->module_point_block : &diag->module;
1357   CeedInt      elems_per_block          = 1;
1358 
1359   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1360   CeedCallBackend(CeedBasisGetNumComponents(basis_in, &num_comp));
1361   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1362   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1363   CeedCallHip(ceed, CeedCompile_Hip(ceed, diagonal_kernel_source, module, 8, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1364                                     num_eval_modes_out, "NUM_COMP", num_comp, "NUM_NODES", num_nodes, "NUM_QPTS", num_qpts, "USE_CEEDSIZE",
1365                                     use_ceedsize_idx, "USE_POINT_BLOCK", is_point_block ? 1 : 0, "BLOCK_SIZE", num_nodes * elems_per_block));
1366   CeedCallHip(ceed, CeedGetKernel_Hip(ceed, *module, "LinearDiagonal", is_point_block ? &diag->LinearPointBlock : &diag->LinearDiagonal));
1367   CeedCallBackend(CeedDestroy(&ceed));
1368   CeedCallBackend(CeedBasisDestroy(&basis_in));
1369   CeedCallBackend(CeedBasisDestroy(&basis_out));
1370   CeedCallBackend(CeedQFunctionDestroy(&qf));
1371   return CEED_ERROR_SUCCESS;
1372 }
1373 
1374 //------------------------------------------------------------------------------
1375 // Assemble Diagonal Core
1376 //------------------------------------------------------------------------------
1377 static inline int CeedOperatorAssembleDiagonalCore_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request, const bool is_point_block) {
1378   Ceed                ceed;
1379   CeedInt             num_elem, num_nodes;
1380   CeedScalar         *elem_diag_array;
1381   const CeedScalar   *assembled_qf_array;
1382   CeedVector          assembled_qf   = NULL, elem_diag;
1383   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out, diag_rstr;
1384   CeedOperator_Hip   *impl;
1385 
1386   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1387   CeedCallBackend(CeedOperatorGetData(op, &impl));
1388 
1389   // Assemble QFunction
1390   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, request));
1391   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1392   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1393 
1394   // Setup
1395   if (!impl->diag) CeedCallBackend(CeedOperatorAssembleDiagonalSetup_Hip(op));
1396   CeedOperatorDiag_Hip *diag = impl->diag;
1397 
1398   assert(diag != NULL);
1399 
1400   // Assemble kernel if needed
1401   if ((!is_point_block && !diag->LinearDiagonal) || (is_point_block && !diag->LinearPointBlock)) {
1402     CeedSize assembled_length, assembled_qf_length;
1403     CeedInt  use_ceedsize_idx = 0;
1404     CeedCallBackend(CeedVectorGetLength(assembled, &assembled_length));
1405     CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1406     if ((assembled_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1407 
1408     CeedCallBackend(CeedOperatorAssembleDiagonalSetupCompile_Hip(op, use_ceedsize_idx, is_point_block));
1409   }
1410 
1411   // Restriction and diagonal vector
1412   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1413   CeedCheck(rstr_in == rstr_out, ceed, CEED_ERROR_BACKEND,
1414             "Cannot assemble operator diagonal with different input and output active element restrictions");
1415   if (!is_point_block && !diag->diag_rstr) {
1416     CeedCallBackend(CeedElemRestrictionCreateUnsignedCopy(rstr_out, &diag->diag_rstr));
1417     CeedCallBackend(CeedElemRestrictionCreateVector(diag->diag_rstr, NULL, &diag->elem_diag));
1418   } else if (is_point_block && !diag->point_block_diag_rstr) {
1419     CeedCallBackend(CeedOperatorCreateActivePointBlockRestriction(rstr_out, &diag->point_block_diag_rstr));
1420     CeedCallBackend(CeedElemRestrictionCreateVector(diag->point_block_diag_rstr, NULL, &diag->point_block_elem_diag));
1421   }
1422   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1423   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1424   diag_rstr = is_point_block ? diag->point_block_diag_rstr : diag->diag_rstr;
1425   elem_diag = is_point_block ? diag->point_block_elem_diag : diag->elem_diag;
1426   CeedCallBackend(CeedVectorSetValue(elem_diag, 0.0));
1427 
1428   // Only assemble diagonal if the basis has nodes, otherwise inputs are null pointers
1429   CeedCallBackend(CeedElemRestrictionGetElementSize(diag_rstr, &num_nodes));
1430   if (num_nodes > 0) {
1431     // Assemble element operator diagonals
1432     CeedCallBackend(CeedElemRestrictionGetNumElements(diag_rstr, &num_elem));
1433     CeedCallBackend(CeedVectorGetArray(elem_diag, CEED_MEM_DEVICE, &elem_diag_array));
1434 
1435     // Compute the diagonal of B^T D B
1436     CeedInt elems_per_block = 1;
1437     CeedInt grid            = CeedDivUpInt(num_elem, elems_per_block);
1438     void   *args[]          = {(void *)&num_elem,      &diag->d_identity,       &diag->d_interp_in,  &diag->d_grad_in, &diag->d_div_in,
1439                                &diag->d_curl_in,       &diag->d_interp_out,     &diag->d_grad_out,   &diag->d_div_out, &diag->d_curl_out,
1440                                &diag->d_eval_modes_in, &diag->d_eval_modes_out, &assembled_qf_array, &elem_diag_array};
1441 
1442     if (is_point_block) {
1443       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearPointBlock, grid, num_nodes, 1, elems_per_block, args));
1444     } else {
1445       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearDiagonal, grid, num_nodes, 1, elems_per_block, args));
1446     }
1447 
1448     // Restore arrays
1449     CeedCallBackend(CeedVectorRestoreArray(elem_diag, &elem_diag_array));
1450     CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1451   }
1452 
1453   // Assemble local operator diagonal
1454   CeedCallBackend(CeedElemRestrictionApply(diag_rstr, CEED_TRANSPOSE, elem_diag, assembled, request));
1455 
1456   // Cleanup
1457   CeedCallBackend(CeedDestroy(&ceed));
1458   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1459   return CEED_ERROR_SUCCESS;
1460 }
1461 
1462 //------------------------------------------------------------------------------
1463 // Assemble Linear Diagonal
1464 //------------------------------------------------------------------------------
1465 static int CeedOperatorLinearAssembleAddDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1466   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, false));
1467   return CEED_ERROR_SUCCESS;
1468 }
1469 
1470 //------------------------------------------------------------------------------
1471 // Assemble Linear Point Block Diagonal
1472 //------------------------------------------------------------------------------
1473 static int CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1474   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, true));
1475   return CEED_ERROR_SUCCESS;
1476 }
1477 
1478 //------------------------------------------------------------------------------
1479 // Single Operator Assembly Setup
1480 //------------------------------------------------------------------------------
1481 static int CeedSingleOperatorAssembleSetup_Hip(CeedOperator op, CeedInt use_ceedsize_idx) {
1482   Ceed                ceed;
1483   Ceed_Hip           *hip_data;
1484   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1485   CeedInt             elem_size_in, num_qpts_in = 0, num_comp_in, elem_size_out, num_qpts_out, num_comp_out, q_comp;
1486   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1487   CeedElemRestriction rstr_in = NULL, rstr_out = NULL;
1488   CeedBasis           basis_in = NULL, basis_out = NULL;
1489   CeedQFunctionField *qf_fields;
1490   CeedQFunction       qf;
1491   CeedOperatorField  *input_fields, *output_fields;
1492   CeedOperator_Hip   *impl;
1493 
1494   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1495   CeedCallBackend(CeedOperatorGetData(op, &impl));
1496 
1497   // Get intput and output fields
1498   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &input_fields, &num_output_fields, &output_fields));
1499 
1500   // Determine active input basis eval mode
1501   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1502   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1503   for (CeedInt i = 0; i < num_input_fields; i++) {
1504     CeedVector vec;
1505 
1506     CeedCallBackend(CeedOperatorFieldGetVector(input_fields[i], &vec));
1507     if (vec == CEED_VECTOR_ACTIVE) {
1508       CeedEvalMode        eval_mode;
1509       CeedElemRestriction elem_rstr;
1510       CeedBasis           basis;
1511 
1512       CeedCallBackend(CeedOperatorFieldGetBasis(input_fields[i], &basis));
1513       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND, "Backend does not implement operator assembly with multiple active bases");
1514       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1515       CeedCallBackend(CeedBasisDestroy(&basis));
1516       CeedCallBackend(CeedOperatorFieldGetElemRestriction(input_fields[i], &elem_rstr));
1517       if (!rstr_in) CeedCallBackend(CeedElemRestrictionReferenceCopy(elem_rstr, &rstr_in));
1518       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1519       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1520       if (basis_in == CEED_BASIS_NONE) num_qpts_in = elem_size_in;
1521       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts_in));
1522       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1523       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1524       if (eval_mode != CEED_EVAL_WEIGHT) {
1525         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1526         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1527         for (CeedInt d = 0; d < q_comp; d++) {
1528           eval_modes_in[num_eval_modes_in + d] = eval_mode;
1529         }
1530         num_eval_modes_in += q_comp;
1531       }
1532     }
1533     CeedCallBackend(CeedVectorDestroy(&vec));
1534   }
1535 
1536   // Determine active output basis; basis_out and rstr_out only used if same as input, TODO
1537   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1538   for (CeedInt i = 0; i < num_output_fields; i++) {
1539     CeedVector vec;
1540 
1541     CeedCallBackend(CeedOperatorFieldGetVector(output_fields[i], &vec));
1542     if (vec == CEED_VECTOR_ACTIVE) {
1543       CeedEvalMode        eval_mode;
1544       CeedElemRestriction elem_rstr;
1545       CeedBasis           basis;
1546 
1547       CeedCallBackend(CeedOperatorFieldGetBasis(output_fields[i], &basis));
1548       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1549                 "Backend does not implement operator assembly with multiple active bases");
1550       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1551       CeedCallBackend(CeedBasisDestroy(&basis));
1552       CeedCallBackend(CeedOperatorFieldGetElemRestriction(output_fields[i], &elem_rstr));
1553       if (!rstr_out) CeedCallBackend(CeedElemRestrictionReferenceCopy(elem_rstr, &rstr_out));
1554       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1555       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1556       if (basis_out == CEED_BASIS_NONE) num_qpts_out = elem_size_out;
1557       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_out, &num_qpts_out));
1558       CeedCheck(num_qpts_in == num_qpts_out, ceed, CEED_ERROR_UNSUPPORTED,
1559                 "Active input and output bases must have the same number of quadrature points");
1560       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1561       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1562       if (eval_mode != CEED_EVAL_WEIGHT) {
1563         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1564         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1565         for (CeedInt d = 0; d < q_comp; d++) {
1566           eval_modes_out[num_eval_modes_out + d] = eval_mode;
1567         }
1568         num_eval_modes_out += q_comp;
1569       }
1570     }
1571     CeedCallBackend(CeedVectorDestroy(&vec));
1572   }
1573   CeedCheck(num_eval_modes_in > 0 && num_eval_modes_out > 0, ceed, CEED_ERROR_UNSUPPORTED, "Cannot assemble operator without inputs/outputs");
1574 
1575   CeedCallBackend(CeedCalloc(1, &impl->asmb));
1576   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1577   asmb->elems_per_block          = 1;
1578   asmb->block_size_x             = elem_size_in;
1579   asmb->block_size_y             = elem_size_out;
1580 
1581   CeedCallBackend(CeedGetData(ceed, &hip_data));
1582   bool fallback = asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block > hip_data->device_prop.maxThreadsPerBlock;
1583 
1584   if (fallback) {
1585     // Use fallback kernel with 1D threadblock
1586     asmb->block_size_y = 1;
1587   }
1588 
1589   // Compile kernels
1590   const char assembly_kernel_source[] = "// Full assembly source\n#include <ceed/jit-source/hip/hip-ref-operator-assemble.h>\n";
1591 
1592   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_in, &num_comp_in));
1593   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_out, &num_comp_out));
1594   CeedCallBackend(CeedCompile_Hip(ceed, assembly_kernel_source, &asmb->module, 10, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1595                                   num_eval_modes_out, "NUM_COMP_IN", num_comp_in, "NUM_COMP_OUT", num_comp_out, "NUM_NODES_IN", elem_size_in,
1596                                   "NUM_NODES_OUT", elem_size_out, "NUM_QPTS", num_qpts_in, "BLOCK_SIZE",
1597                                   asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block, "BLOCK_SIZE_Y", asmb->block_size_y, "USE_CEEDSIZE",
1598                                   use_ceedsize_idx));
1599   CeedCallBackend(CeedGetKernel_Hip(ceed, asmb->module, "LinearAssemble", &asmb->LinearAssemble));
1600 
1601   // Load into B_in, in order that they will be used in eval_modes_in
1602   {
1603     const CeedInt in_bytes           = elem_size_in * num_qpts_in * num_eval_modes_in * sizeof(CeedScalar);
1604     CeedInt       d_in               = 0;
1605     CeedEvalMode  eval_modes_in_prev = CEED_EVAL_NONE;
1606     bool          has_eval_none      = false;
1607     CeedScalar   *identity           = NULL;
1608 
1609     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1610       has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1611     }
1612     if (has_eval_none) {
1613       CeedCallBackend(CeedCalloc(elem_size_in * num_qpts_in, &identity));
1614       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;
1615     }
1616 
1617     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_in, in_bytes));
1618     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1619       const CeedScalar *h_B_in;
1620 
1621       CeedCallBackend(CeedOperatorGetBasisPointer(basis_in, eval_modes_in[i], identity, &h_B_in));
1622       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_modes_in[i], &q_comp));
1623       if (q_comp > 1) {
1624         if (i == 0 || eval_modes_in[i] != eval_modes_in_prev) d_in = 0;
1625         else h_B_in = &h_B_in[(++d_in) * elem_size_in * num_qpts_in];
1626       }
1627       eval_modes_in_prev = eval_modes_in[i];
1628 
1629       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),
1630                                   hipMemcpyHostToDevice));
1631     }
1632     CeedCallBackend(CeedFree(&identity));
1633   }
1634   CeedCallBackend(CeedFree(&eval_modes_in));
1635 
1636   // Load into B_out, in order that they will be used in eval_modes_out
1637   {
1638     const CeedInt out_bytes           = elem_size_out * num_qpts_out * num_eval_modes_out * sizeof(CeedScalar);
1639     CeedInt       d_out               = 0;
1640     CeedEvalMode  eval_modes_out_prev = CEED_EVAL_NONE;
1641     bool          has_eval_none       = false;
1642     CeedScalar   *identity            = NULL;
1643 
1644     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1645       has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1646     }
1647     if (has_eval_none) {
1648       CeedCallBackend(CeedCalloc(elem_size_out * num_qpts_out, &identity));
1649       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;
1650     }
1651 
1652     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_out, out_bytes));
1653     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1654       const CeedScalar *h_B_out;
1655 
1656       CeedCallBackend(CeedOperatorGetBasisPointer(basis_out, eval_modes_out[i], identity, &h_B_out));
1657       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_modes_out[i], &q_comp));
1658       if (q_comp > 1) {
1659         if (i == 0 || eval_modes_out[i] != eval_modes_out_prev) d_out = 0;
1660         else h_B_out = &h_B_out[(++d_out) * elem_size_out * num_qpts_out];
1661       }
1662       eval_modes_out_prev = eval_modes_out[i];
1663 
1664       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),
1665                                   hipMemcpyHostToDevice));
1666     }
1667     CeedCallBackend(CeedFree(&identity));
1668   }
1669   CeedCallBackend(CeedFree(&eval_modes_out));
1670   CeedCallBackend(CeedDestroy(&ceed));
1671   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1672   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1673   CeedCallBackend(CeedBasisDestroy(&basis_in));
1674   CeedCallBackend(CeedBasisDestroy(&basis_out));
1675   CeedCallBackend(CeedQFunctionDestroy(&qf));
1676   return CEED_ERROR_SUCCESS;
1677 }
1678 
1679 //------------------------------------------------------------------------------
1680 // Assemble matrix data for COO matrix of assembled operator.
1681 // The sparsity pattern is set by CeedOperatorLinearAssembleSymbolic.
1682 //
1683 // Note that this (and other assembly routines) currently assume only one active input restriction/basis per operator
1684 // (could have multiple basis eval modes).
1685 // TODO: allow multiple active input restrictions/basis objects
1686 //------------------------------------------------------------------------------
1687 static int CeedSingleOperatorAssemble_Hip(CeedOperator op, CeedInt offset, CeedVector values) {
1688   Ceed                ceed;
1689   CeedSize            values_length = 0, assembled_qf_length = 0;
1690   CeedInt             use_ceedsize_idx = 0, num_elem_in, num_elem_out, elem_size_in, elem_size_out;
1691   CeedScalar         *values_array;
1692   const CeedScalar   *assembled_qf_array;
1693   CeedVector          assembled_qf   = NULL;
1694   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out;
1695   CeedRestrictionType rstr_type_in, rstr_type_out;
1696   const bool         *orients_in = NULL, *orients_out = NULL;
1697   const CeedInt8     *curl_orients_in = NULL, *curl_orients_out = NULL;
1698   CeedOperator_Hip   *impl;
1699 
1700   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1701   CeedCallBackend(CeedOperatorGetData(op, &impl));
1702 
1703   // Assemble QFunction
1704   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, CEED_REQUEST_IMMEDIATE));
1705   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1706   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1707 
1708   CeedCallBackend(CeedVectorGetLength(values, &values_length));
1709   CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1710   if ((values_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1711 
1712   // Setup
1713   if (!impl->asmb) CeedCallBackend(CeedSingleOperatorAssembleSetup_Hip(op, use_ceedsize_idx));
1714   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1715 
1716   assert(asmb != NULL);
1717 
1718   // Assemble element operator
1719   CeedCallBackend(CeedVectorGetArray(values, CEED_MEM_DEVICE, &values_array));
1720   values_array += offset;
1721 
1722   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1723   CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_in, &num_elem_in));
1724   CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1725 
1726   CeedCallBackend(CeedElemRestrictionGetType(rstr_in, &rstr_type_in));
1727   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1728     CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_in, CEED_MEM_DEVICE, &orients_in));
1729   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1730     CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_in, CEED_MEM_DEVICE, &curl_orients_in));
1731   }
1732 
1733   if (rstr_in != rstr_out) {
1734     CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_out, &num_elem_out));
1735     CeedCheck(num_elem_in == num_elem_out, ceed, CEED_ERROR_UNSUPPORTED,
1736               "Active input and output operator restrictions must have the same number of elements");
1737     CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1738 
1739     CeedCallBackend(CeedElemRestrictionGetType(rstr_out, &rstr_type_out));
1740     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1741       CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_out, CEED_MEM_DEVICE, &orients_out));
1742     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1743       CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_out, CEED_MEM_DEVICE, &curl_orients_out));
1744     }
1745   } else {
1746     elem_size_out    = elem_size_in;
1747     orients_out      = orients_in;
1748     curl_orients_out = curl_orients_in;
1749   }
1750 
1751   // Compute B^T D B
1752   CeedInt shared_mem =
1753       ((curl_orients_in || curl_orients_out ? elem_size_in * elem_size_out : 0) + (curl_orients_in ? elem_size_in * asmb->block_size_y : 0)) *
1754       sizeof(CeedScalar);
1755   CeedInt grid   = CeedDivUpInt(num_elem_in, asmb->elems_per_block);
1756   void   *args[] = {(void *)&num_elem_in, &asmb->d_B_in,     &asmb->d_B_out,      &orients_in,  &curl_orients_in,
1757                     &orients_out,         &curl_orients_out, &assembled_qf_array, &values_array};
1758 
1759   CeedCallBackend(CeedRunKernelDimShared_Hip(ceed, asmb->LinearAssemble, NULL, grid, asmb->block_size_x, asmb->block_size_y, asmb->elems_per_block,
1760                                              shared_mem, args));
1761 
1762   // Restore arrays
1763   CeedCallBackend(CeedVectorRestoreArray(values, &values_array));
1764   CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1765 
1766   // Cleanup
1767   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1768   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1769     CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_in, &orients_in));
1770   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1771     CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_in, &curl_orients_in));
1772   }
1773   if (rstr_in != rstr_out) {
1774     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1775       CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_out, &orients_out));
1776     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1777       CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_out, &curl_orients_out));
1778     }
1779   }
1780   CeedCallBackend(CeedDestroy(&ceed));
1781   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1782   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1783   return CEED_ERROR_SUCCESS;
1784 }
1785 
1786 //------------------------------------------------------------------------------
1787 // Assemble Linear QFunction AtPoints
1788 //------------------------------------------------------------------------------
1789 static int CeedOperatorLinearAssembleQFunctionAtPoints_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1790   return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "Backend does not implement CeedOperatorLinearAssembleQFunction");
1791 }
1792 
1793 //------------------------------------------------------------------------------
1794 // Assemble Linear Diagonal AtPoints
1795 //------------------------------------------------------------------------------
1796 static int CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1797   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
1798   Ceed                ceed;
1799   CeedVector          active_e_vec_in, active_e_vec_out;
1800   CeedQFunctionField *qf_input_fields, *qf_output_fields;
1801   CeedQFunction       qf;
1802   CeedOperatorField  *op_input_fields, *op_output_fields;
1803   CeedOperator_Hip   *impl;
1804 
1805   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1806   CeedCallBackend(CeedOperatorGetData(op, &impl));
1807   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1808   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
1809   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
1810   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
1811 
1812   // Setup
1813   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
1814   num_points     = impl->num_points;
1815   max_num_points = impl->max_num_points;
1816 
1817   // Work vector
1818   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_in));
1819   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_out));
1820   {
1821     CeedSize length_in, length_out;
1822 
1823     CeedCallBackend(CeedVectorGetLength(active_e_vec_in, &length_in));
1824     CeedCallBackend(CeedVectorGetLength(active_e_vec_out, &length_out));
1825     // Need input e_vec to be longer
1826     if (length_in < length_out) {
1827       CeedVector temp = active_e_vec_in;
1828 
1829       active_e_vec_in  = active_e_vec_out;
1830       active_e_vec_out = temp;
1831     }
1832   }
1833 
1834   // Get point coordinates
1835   if (!impl->point_coords_elem) {
1836     CeedVector          point_coords = NULL;
1837     CeedElemRestriction rstr_points  = NULL;
1838 
1839     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
1840     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
1841     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
1842     CeedCallBackend(CeedVectorDestroy(&point_coords));
1843     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
1844   }
1845 
1846   // Process inputs
1847   for (CeedInt i = 0; i < num_input_fields; i++) {
1848     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
1849     CeedCallBackend(
1850         CeedOperatorInputBasisAtPoints_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, num_points, true, false, impl));
1851   }
1852 
1853   // Output pointers, as necessary
1854   for (CeedInt i = 0; i < num_output_fields; i++) {
1855     CeedEvalMode eval_mode;
1856 
1857     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
1858     if (eval_mode == CEED_EVAL_NONE) {
1859       CeedScalar *e_vec_array;
1860 
1861       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
1862       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
1863     }
1864   }
1865 
1866   // Loop over active fields
1867   for (CeedInt i = 0; i < num_input_fields; i++) {
1868     bool                is_active = false, is_active_at_points = true;
1869     CeedInt             elem_size = 1, num_comp_active = 1, e_vec_size = 0, field_in = impl->input_field_order[i];
1870     CeedRestrictionType rstr_type;
1871     CeedVector          l_vec;
1872     CeedElemRestriction elem_rstr;
1873 
1874     // -- Skip non-active input
1875     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[field_in], &l_vec));
1876     is_active = l_vec == CEED_VECTOR_ACTIVE;
1877     CeedCallBackend(CeedVectorDestroy(&l_vec));
1878     if (!is_active || impl->skip_rstr_in[field_in]) continue;
1879 
1880     // -- Get active restriction type
1881     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[field_in], &elem_rstr));
1882     CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1883     is_active_at_points = rstr_type == CEED_RESTRICTION_POINTS;
1884     if (!is_active_at_points) CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1885     else elem_size = max_num_points;
1886     CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp_active));
1887     CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1888 
1889     e_vec_size = elem_size * num_comp_active;
1890     CeedCallBackend(CeedVectorSetValue(active_e_vec_in, 0.0));
1891     for (CeedInt s = 0; s < e_vec_size; s++) {
1892       CeedVector q_vec = impl->q_vecs_in[field_in];
1893 
1894       // Update unit vector
1895       {
1896         // Note: E-vec strides are node * (1) + comp * (elem_size * num_elem) + elem * (elem_size)
1897         CeedInt  node = (s - 1) % elem_size, comp = (s - 1) / elem_size;
1898         CeedSize start = node * 1 + comp * (elem_size * num_elem);
1899         CeedSize stop  = (comp + 1) * (elem_size * num_elem);
1900 
1901         if (s != 0) CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, start, stop, elem_size, 0.0));
1902 
1903         node = s % elem_size, comp = s / elem_size;
1904         start = node * 1 + comp * (elem_size * num_elem);
1905         stop  = (comp + 1) * (elem_size * num_elem);
1906         CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, start, stop, elem_size, 1.0));
1907       }
1908 
1909       // Basis action
1910       for (CeedInt j = 0; j < num_input_fields; j++) {
1911         CeedInt field = impl->input_field_order[j];
1912 
1913         CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[field], qf_input_fields[field], field, NULL, active_e_vec_in, num_elem,
1914                                                            num_points, false, true, impl));
1915       }
1916 
1917       // Q function
1918       CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
1919 
1920       // Output basis apply if needed
1921       for (CeedInt j = 0; j < num_output_fields; j++) {
1922         bool                is_active = false;
1923         CeedInt             elem_size = 0;
1924         CeedInt             field_out = impl->output_field_order[j];
1925         CeedRestrictionType rstr_type;
1926         CeedEvalMode        eval_mode;
1927         CeedVector          l_vec, e_vec = impl->e_vecs_out[field_out], q_vec = impl->q_vecs_out[field_out];
1928         CeedElemRestriction elem_rstr;
1929 
1930         // ---- Skip non-active output
1931         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field_out], &l_vec));
1932         is_active = l_vec == CEED_VECTOR_ACTIVE;
1933         CeedCallBackend(CeedVectorDestroy(&l_vec));
1934         if (!is_active) continue;
1935         if (!e_vec) e_vec = active_e_vec_out;
1936 
1937         // ---- Check if elem size matches
1938         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field_out], &elem_rstr));
1939         CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1940         if (is_active_at_points && rstr_type != CEED_RESTRICTION_POINTS) continue;
1941         if (rstr_type == CEED_RESTRICTION_POINTS) {
1942           CeedCallBackend(CeedElemRestrictionGetMaxPointsInElement(elem_rstr, &elem_size));
1943         } else {
1944           CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1945         }
1946         {
1947           CeedInt num_comp = 0;
1948 
1949           CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp));
1950           if (e_vec_size != num_comp * elem_size) continue;
1951         }
1952 
1953         // Basis action
1954         CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field_out], &eval_mode));
1955         switch (eval_mode) {
1956           case CEED_EVAL_NONE: {
1957             CeedScalar *e_vec_array;
1958 
1959             CeedCallBackend(CeedVectorTakeArray(q_vec, CEED_MEM_DEVICE, &e_vec_array));
1960             CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
1961             break;
1962           }
1963           case CEED_EVAL_INTERP:
1964           case CEED_EVAL_GRAD:
1965           case CEED_EVAL_DIV:
1966           case CEED_EVAL_CURL: {
1967             CeedBasis basis;
1968 
1969             CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field_out], &basis));
1970             if (impl->apply_add_basis_out[field_out]) {
1971               CeedCallBackend(
1972                   CeedBasisApplyAddAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
1973             } else {
1974               CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
1975             }
1976             CeedCallBackend(CeedBasisDestroy(&basis));
1977             break;
1978           }
1979           // LCOV_EXCL_START
1980           case CEED_EVAL_WEIGHT: {
1981             return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
1982             // LCOV_EXCL_STOP
1983           }
1984         }
1985 
1986         // Continue if a field that is summed into
1987         if (impl->skip_rstr_out[field_out]) {
1988           CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1989           continue;
1990         }
1991 
1992         // Mask output e-vec
1993         CeedCallBackend(CeedVectorPointwiseMult(e_vec, active_e_vec_in, e_vec));
1994 
1995         // Restrict
1996         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, assembled, request));
1997         CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1998 
1999         // Reset q_vec for
2000         if (eval_mode == CEED_EVAL_NONE) {
2001           CeedScalar *e_vec_array;
2002 
2003           CeedCallBackend(CeedVectorGetArrayWrite(e_vec, CEED_MEM_DEVICE, &e_vec_array));
2004           CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
2005         }
2006       }
2007 
2008       // Reset vec
2009       if (s == e_vec_size - 1 && i != num_input_fields - 1) CeedCallBackend(CeedVectorSetValue(q_vec, 0.0));
2010     }
2011   }
2012 
2013   // Restore CEED_EVAL_NONE
2014   for (CeedInt i = 0; i < num_output_fields; i++) {
2015     CeedEvalMode eval_mode;
2016 
2017     // Get eval_mode
2018     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
2019 
2020     // Restore evec
2021     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
2022     if (eval_mode == CEED_EVAL_NONE) {
2023       CeedScalar *e_vec_array;
2024 
2025       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &e_vec_array));
2026       CeedCallBackend(CeedVectorRestoreArray(impl->e_vecs_in[i], &e_vec_array));
2027     }
2028   }
2029 
2030   // Restore input arrays
2031   for (CeedInt i = 0; i < num_input_fields; i++) {
2032     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
2033   }
2034 
2035   // Restore work vector
2036   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_in));
2037   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_out));
2038   CeedCallBackend(CeedDestroy(&ceed));
2039   CeedCallBackend(CeedQFunctionDestroy(&qf));
2040   return CEED_ERROR_SUCCESS;
2041 }
2042 
2043 //------------------------------------------------------------------------------
2044 // Create operator
2045 //------------------------------------------------------------------------------
2046 int CeedOperatorCreate_Hip(CeedOperator op) {
2047   Ceed              ceed;
2048   CeedOperator_Hip *impl;
2049 
2050   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
2051   CeedCallBackend(CeedCalloc(1, &impl));
2052   CeedCallBackend(CeedOperatorSetData(op, impl));
2053 
2054   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunction_Hip));
2055   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunctionUpdate", CeedOperatorLinearAssembleQFunctionUpdate_Hip));
2056   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonal_Hip));
2057   CeedCallBackend(
2058       CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddPointBlockDiagonal", CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip));
2059   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleSingle", CeedSingleOperatorAssemble_Hip));
2060   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Hip));
2061   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
2062   CeedCallBackend(CeedDestroy(&ceed));
2063   return CEED_ERROR_SUCCESS;
2064 }
2065 
2066 //------------------------------------------------------------------------------
2067 // Create operator AtPoints
2068 //------------------------------------------------------------------------------
2069 int CeedOperatorCreateAtPoints_Hip(CeedOperator op) {
2070   Ceed              ceed;
2071   CeedOperator_Hip *impl;
2072 
2073   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
2074   CeedCallBackend(CeedCalloc(1, &impl));
2075   CeedCallBackend(CeedOperatorSetData(op, impl));
2076 
2077   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunctionAtPoints_Hip));
2078   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip));
2079   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAddAtPoints_Hip));
2080   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
2081   CeedCallBackend(CeedDestroy(&ceed));
2082   return CEED_ERROR_SUCCESS;
2083 }
2084 
2085 //------------------------------------------------------------------------------
2086