xref: /libCEED/backends/hip-ref/ceed-hip-ref-operator.c (revision fd831f258b694b9857c348ebef72fcfdbf8a8f6b)
1 // Copyright (c) 2017-2024, Lawrence Livermore National Security, LLC and other CEED contributors.
2 // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
3 //
4 // SPDX-License-Identifier: BSD-2-Clause
5 //
6 // This file is part of CEED:  http://github.com/ceed
7 
8 #include <ceed.h>
9 #include <ceed/backend.h>
10 #include <ceed/jit-tools.h>
11 #include <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 vectorr 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, 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 (is_active && skip_active) return CEED_ERROR_SUCCESS;
760   if (is_active) {
761     l_vec = in_vec;
762     if (!e_vec) e_vec = active_e_vec;
763   }
764 
765   // Basis action
766   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
767   switch (eval_mode) {
768     case CEED_EVAL_NONE: {
769       const CeedScalar *e_vec_array;
770 
771       if (e_vec) {
772         CeedCallBackend(CeedVectorGetArrayRead(e_vec, CEED_MEM_DEVICE, &e_vec_array));
773       } else {
774         CeedCallBackend(CeedVectorGetArrayRead(l_vec, CEED_MEM_DEVICE, &e_vec_array));
775       }
776       CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
777       break;
778     }
779     case CEED_EVAL_INTERP:
780     case CEED_EVAL_GRAD:
781     case CEED_EVAL_DIV:
782     case CEED_EVAL_CURL: {
783       CeedBasis basis;
784 
785       CeedCallBackend(CeedOperatorFieldGetBasis(op_input_field, &basis));
786       CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, eval_mode, impl->point_coords_elem, e_vec, q_vec));
787       CeedCallBackend(CeedBasisDestroy(&basis));
788       break;
789     }
790     case CEED_EVAL_WEIGHT:
791       break;  // No action
792   }
793   if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
794   return CEED_ERROR_SUCCESS;
795 }
796 
797 //------------------------------------------------------------------------------
798 // Apply and add to output AtPoints
799 //------------------------------------------------------------------------------
800 static int CeedOperatorApplyAddAtPoints_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
801   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
802   Ceed                ceed;
803   CeedVector          active_e_vec;
804   CeedQFunctionField *qf_input_fields, *qf_output_fields;
805   CeedQFunction       qf;
806   CeedOperatorField  *op_input_fields, *op_output_fields;
807   CeedOperator_Hip   *impl;
808 
809   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
810   CeedCallBackend(CeedOperatorGetData(op, &impl));
811   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
812   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
813   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
814   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
815 
816   // Setup
817   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
818   num_points     = impl->num_points;
819   max_num_points = impl->max_num_points;
820 
821   // Work vector
822   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec));
823 
824   // Get point coordinates
825   if (!impl->point_coords_elem) {
826     CeedVector          point_coords = NULL;
827     CeedElemRestriction rstr_points  = NULL;
828 
829     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
830     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
831     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
832     CeedCallBackend(CeedVectorDestroy(&point_coords));
833     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
834   }
835 
836   // Process inputs
837   for (CeedInt i = 0; i < num_input_fields; i++) {
838     CeedInt field = impl->input_field_order[i];
839 
840     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, false, impl, request));
841     CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, num_elem,
842                                                        num_points, false, impl));
843   }
844 
845   // Output pointers, as necessary
846   for (CeedInt i = 0; i < num_output_fields; i++) {
847     CeedEvalMode eval_mode;
848 
849     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
850     if (eval_mode == CEED_EVAL_NONE) {
851       CeedScalar *e_vec_array;
852 
853       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
854       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
855     }
856   }
857 
858   // Q function
859   CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
860 
861   // Restore input arrays
862   for (CeedInt i = 0; i < num_input_fields; i++) {
863     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, in_vec, active_e_vec, false, impl));
864   }
865 
866   // Output basis and restriction
867   for (CeedInt i = 0; i < num_output_fields; i++) {
868     bool         is_active = false;
869     CeedInt      field     = impl->output_field_order[i];
870     CeedEvalMode eval_mode;
871     CeedVector   l_vec, e_vec = impl->e_vecs_out[field], q_vec = impl->q_vecs_out[field];
872 
873     // Output vector
874     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field], &l_vec));
875     is_active = l_vec == CEED_VECTOR_ACTIVE;
876     if (is_active) {
877       l_vec = out_vec;
878       if (!e_vec) e_vec = active_e_vec;
879     }
880 
881     // Basis action
882     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field], &eval_mode));
883     switch (eval_mode) {
884       case CEED_EVAL_NONE:
885         break;  // No action
886       case CEED_EVAL_INTERP:
887       case CEED_EVAL_GRAD:
888       case CEED_EVAL_DIV:
889       case CEED_EVAL_CURL: {
890         CeedBasis basis;
891 
892         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field], &basis));
893         if (impl->apply_add_basis_out[field]) {
894           CeedCallBackend(CeedBasisApplyAddAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
895         } else {
896           CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
897         }
898         CeedCallBackend(CeedBasisDestroy(&basis));
899         break;
900       }
901       // LCOV_EXCL_START
902       case CEED_EVAL_WEIGHT: {
903         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
904         // LCOV_EXCL_STOP
905       }
906     }
907 
908     // Restore evec
909     if (eval_mode == CEED_EVAL_NONE) {
910       CeedScalar *e_vec_array;
911 
912       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
913       CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
914     }
915 
916     // Restrict
917     if (!impl->skip_rstr_out[field]) {
918       CeedElemRestriction elem_rstr;
919 
920       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field], &elem_rstr));
921       CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, l_vec, request));
922       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
923     }
924     if (!is_active) CeedCallBackend(CeedVectorDestroy(&l_vec));
925   }
926 
927   // Restore work vector
928   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec));
929   CeedCallBackend(CeedDestroy(&ceed));
930   CeedCallBackend(CeedQFunctionDestroy(&qf));
931   return CEED_ERROR_SUCCESS;
932 }
933 
934 //------------------------------------------------------------------------------
935 // Linear QFunction Assembly Core
936 //------------------------------------------------------------------------------
937 static inline int CeedOperatorLinearAssembleQFunctionCore_Hip(CeedOperator op, bool build_objects, CeedVector *assembled, CeedElemRestriction *rstr,
938                                                               CeedRequest *request) {
939   Ceed                ceed, ceed_parent;
940   CeedInt             num_active_in, num_active_out, Q, num_elem, num_input_fields, num_output_fields, size;
941   CeedScalar         *assembled_array;
942   CeedVector         *active_inputs;
943   CeedQFunctionField *qf_input_fields, *qf_output_fields;
944   CeedQFunction       qf;
945   CeedOperatorField  *op_input_fields, *op_output_fields;
946   CeedOperator_Hip   *impl;
947 
948   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
949   CeedCallBackend(CeedOperatorGetFallbackParentCeed(op, &ceed_parent));
950   CeedCallBackend(CeedOperatorGetData(op, &impl));
951   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
952   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
953   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
954   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
955   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
956   active_inputs = impl->qf_active_in;
957   num_active_in = impl->num_active_in, num_active_out = impl->num_active_out;
958 
959   // Setup
960   CeedCallBackend(CeedOperatorSetup_Hip(op));
961 
962   // Process inputs
963   for (CeedInt i = 0; i < num_input_fields; i++) {
964     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
965     CeedCallBackend(CeedOperatorInputBasis_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, true, impl));
966   }
967 
968   // Count number of active input fields
969   if (!num_active_in) {
970     for (CeedInt i = 0; i < num_input_fields; i++) {
971       CeedScalar *q_vec_array;
972       CeedVector  l_vec;
973 
974       // Check if active input
975       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
976       if (l_vec == CEED_VECTOR_ACTIVE) {
977         CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
978         CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
979         CeedCallBackend(CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &q_vec_array));
980         CeedCallBackend(CeedRealloc(num_active_in + size, &active_inputs));
981         for (CeedInt field = 0; field < size; field++) {
982           CeedSize q_size = (CeedSize)Q * num_elem;
983 
984           CeedCallBackend(CeedVectorCreate(ceed, q_size, &active_inputs[num_active_in + field]));
985           CeedCallBackend(
986               CeedVectorSetArray(active_inputs[num_active_in + field], CEED_MEM_DEVICE, CEED_USE_POINTER, &q_vec_array[field * Q * num_elem]));
987         }
988         num_active_in += size;
989         CeedCallBackend(CeedVectorRestoreArray(impl->q_vecs_in[i], &q_vec_array));
990       }
991       CeedCallBackend(CeedVectorDestroy(&l_vec));
992     }
993     impl->num_active_in = num_active_in;
994     impl->qf_active_in  = active_inputs;
995   }
996 
997   // Count number of active output fields
998   if (!num_active_out) {
999     for (CeedInt i = 0; i < num_output_fields; i++) {
1000       CeedVector l_vec;
1001 
1002       // Check if active output
1003       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &l_vec));
1004       if (l_vec == CEED_VECTOR_ACTIVE) {
1005         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
1006         num_active_out += size;
1007       }
1008       CeedCallBackend(CeedVectorDestroy(&l_vec));
1009     }
1010     impl->num_active_out = num_active_out;
1011   }
1012 
1013   // Check sizes
1014   CeedCheck(num_active_in > 0 && num_active_out > 0, ceed, CEED_ERROR_BACKEND, "Cannot assemble QFunction without active inputs and outputs");
1015 
1016   // Build objects if needed
1017   if (build_objects) {
1018     CeedSize l_size     = (CeedSize)num_elem * Q * num_active_in * num_active_out;
1019     CeedInt  strides[3] = {1, num_elem * Q, Q}; /* *NOPAD* */
1020 
1021     // Create output restriction
1022     CeedCallBackend(CeedElemRestrictionCreateStrided(ceed_parent, num_elem, Q, num_active_in * num_active_out,
1023                                                      (CeedSize)num_active_in * (CeedSize)num_active_out * (CeedSize)num_elem * (CeedSize)Q, strides,
1024                                                      rstr));
1025     // Create assembled vector
1026     CeedCallBackend(CeedVectorCreate(ceed_parent, l_size, assembled));
1027   }
1028   CeedCallBackend(CeedVectorSetValue(*assembled, 0.0));
1029   CeedCallBackend(CeedVectorGetArray(*assembled, CEED_MEM_DEVICE, &assembled_array));
1030 
1031   // Assemble QFunction
1032   for (CeedInt in = 0; in < num_active_in; in++) {
1033     // Set Inputs
1034     CeedCallBackend(CeedVectorSetValue(active_inputs[in], 1.0));
1035     if (num_active_in > 1) {
1036       CeedCallBackend(CeedVectorSetValue(active_inputs[(in + num_active_in - 1) % num_active_in], 0.0));
1037     }
1038     // Set Outputs
1039     for (CeedInt out = 0; out < num_output_fields; out++) {
1040       CeedVector l_vec;
1041 
1042       // Check if active output
1043       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
1044       if (l_vec == CEED_VECTOR_ACTIVE) {
1045         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, CEED_USE_POINTER, assembled_array));
1046         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[out], &size));
1047         assembled_array += size * Q * num_elem;  // Advance the pointer by the size of the output
1048       }
1049       CeedCallBackend(CeedVectorDestroy(&l_vec));
1050     }
1051     // Apply QFunction
1052     CeedCallBackend(CeedQFunctionApply(qf, Q * num_elem, impl->q_vecs_in, impl->q_vecs_out));
1053   }
1054 
1055   // Un-set output q-vecs to prevent accidental overwrite of Assembled
1056   for (CeedInt out = 0; out < num_output_fields; out++) {
1057     CeedVector l_vec;
1058 
1059     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
1060     if (l_vec == CEED_VECTOR_ACTIVE) {
1061       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, NULL));
1062     }
1063     CeedCallBackend(CeedVectorDestroy(&l_vec));
1064   }
1065 
1066   // Restore input arrays
1067   for (CeedInt i = 0; i < num_input_fields; i++) {
1068     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
1069   }
1070 
1071   // Restore output
1072   CeedCallBackend(CeedVectorRestoreArray(*assembled, &assembled_array));
1073   CeedCallBackend(CeedDestroy(&ceed));
1074   CeedCallBackend(CeedDestroy(&ceed_parent));
1075   CeedCallBackend(CeedQFunctionDestroy(&qf));
1076   return CEED_ERROR_SUCCESS;
1077 }
1078 
1079 //------------------------------------------------------------------------------
1080 // Assemble Linear QFunction
1081 //------------------------------------------------------------------------------
1082 static int CeedOperatorLinearAssembleQFunction_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1083   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, true, assembled, rstr, request);
1084 }
1085 
1086 //------------------------------------------------------------------------------
1087 // Update Assembled Linear QFunction
1088 //------------------------------------------------------------------------------
1089 static int CeedOperatorLinearAssembleQFunctionUpdate_Hip(CeedOperator op, CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
1090   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, false, &assembled, &rstr, request);
1091 }
1092 
1093 //------------------------------------------------------------------------------
1094 // Assemble Diagonal Setup
1095 //------------------------------------------------------------------------------
1096 static inline int CeedOperatorAssembleDiagonalSetup_Hip(CeedOperator op) {
1097   Ceed                ceed;
1098   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1099   CeedInt             q_comp, num_nodes, num_qpts;
1100   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1101   CeedBasis           basis_in = NULL, basis_out = NULL;
1102   CeedQFunctionField *qf_fields;
1103   CeedQFunction       qf;
1104   CeedOperatorField  *op_fields;
1105   CeedOperator_Hip   *impl;
1106 
1107   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1108   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1109   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1110 
1111   // Determine active input basis
1112   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1113   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1114   for (CeedInt i = 0; i < num_input_fields; i++) {
1115     CeedVector vec;
1116 
1117     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1118     if (vec == CEED_VECTOR_ACTIVE) {
1119       CeedEvalMode eval_mode;
1120       CeedBasis    basis;
1121 
1122       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1123       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND,
1124                 "Backend does not implement operator diagonal assembly with multiple active bases");
1125       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1126       CeedCallBackend(CeedBasisDestroy(&basis));
1127       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1128       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1129       if (eval_mode != CEED_EVAL_WEIGHT) {
1130         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1131         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1132         for (CeedInt d = 0; d < q_comp; d++) eval_modes_in[num_eval_modes_in + d] = eval_mode;
1133         num_eval_modes_in += q_comp;
1134       }
1135     }
1136     CeedCallBackend(CeedVectorDestroy(&vec));
1137   }
1138 
1139   // Determine active output basis
1140   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1141   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1142   for (CeedInt i = 0; i < num_output_fields; i++) {
1143     CeedVector vec;
1144 
1145     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1146     if (vec == CEED_VECTOR_ACTIVE) {
1147       CeedBasis    basis;
1148       CeedEvalMode eval_mode;
1149 
1150       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1151       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1152                 "Backend does not implement operator diagonal assembly with multiple active bases");
1153       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1154       CeedCallBackend(CeedBasisDestroy(&basis));
1155       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1156       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1157       if (eval_mode != CEED_EVAL_WEIGHT) {
1158         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1159         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1160         for (CeedInt d = 0; d < q_comp; d++) eval_modes_out[num_eval_modes_out + d] = eval_mode;
1161         num_eval_modes_out += q_comp;
1162       }
1163     }
1164     CeedCallBackend(CeedVectorDestroy(&vec));
1165   }
1166 
1167   // Operator data struct
1168   CeedCallBackend(CeedOperatorGetData(op, &impl));
1169   CeedCallBackend(CeedCalloc(1, &impl->diag));
1170   CeedOperatorDiag_Hip *diag = impl->diag;
1171 
1172   // Basis matrices
1173   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1174   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1175   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1176   const CeedInt interp_bytes     = num_nodes * num_qpts * sizeof(CeedScalar);
1177   const CeedInt eval_modes_bytes = sizeof(CeedEvalMode);
1178   bool          has_eval_none    = false;
1179 
1180   // CEED_EVAL_NONE
1181   for (CeedInt i = 0; i < num_eval_modes_in; i++) has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1182   for (CeedInt i = 0; i < num_eval_modes_out; i++) has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1183   if (has_eval_none) {
1184     CeedScalar *identity = NULL;
1185 
1186     CeedCallBackend(CeedCalloc(num_nodes * num_qpts, &identity));
1187     for (CeedInt i = 0; i < (num_nodes < num_qpts ? num_nodes : num_qpts); i++) identity[i * num_nodes + i] = 1.0;
1188     CeedCallHip(ceed, hipMalloc((void **)&diag->d_identity, interp_bytes));
1189     CeedCallHip(ceed, hipMemcpy(diag->d_identity, identity, interp_bytes, hipMemcpyHostToDevice));
1190     CeedCallBackend(CeedFree(&identity));
1191   }
1192 
1193   // CEED_EVAL_INTERP, CEED_EVAL_GRAD, CEED_EVAL_DIV, and CEED_EVAL_CURL
1194   for (CeedInt in = 0; in < 2; in++) {
1195     CeedFESpace fespace;
1196     CeedBasis   basis = in ? basis_in : basis_out;
1197 
1198     CeedCallBackend(CeedBasisGetFESpace(basis, &fespace));
1199     switch (fespace) {
1200       case CEED_FE_SPACE_H1: {
1201         CeedInt           q_comp_interp, q_comp_grad;
1202         const CeedScalar *interp, *grad;
1203         CeedScalar       *d_interp, *d_grad;
1204 
1205         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1206         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
1207 
1208         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1209         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1210         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1211         CeedCallBackend(CeedBasisGetGrad(basis, &grad));
1212         CeedCallHip(ceed, hipMalloc((void **)&d_grad, interp_bytes * q_comp_grad));
1213         CeedCallHip(ceed, hipMemcpy(d_grad, grad, interp_bytes * q_comp_grad, hipMemcpyHostToDevice));
1214         if (in) {
1215           diag->d_interp_in = d_interp;
1216           diag->d_grad_in   = d_grad;
1217         } else {
1218           diag->d_interp_out = d_interp;
1219           diag->d_grad_out   = d_grad;
1220         }
1221       } break;
1222       case CEED_FE_SPACE_HDIV: {
1223         CeedInt           q_comp_interp, q_comp_div;
1224         const CeedScalar *interp, *div;
1225         CeedScalar       *d_interp, *d_div;
1226 
1227         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1228         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
1229 
1230         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1231         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1232         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1233         CeedCallBackend(CeedBasisGetDiv(basis, &div));
1234         CeedCallHip(ceed, hipMalloc((void **)&d_div, interp_bytes * q_comp_div));
1235         CeedCallHip(ceed, hipMemcpy(d_div, div, interp_bytes * q_comp_div, hipMemcpyHostToDevice));
1236         if (in) {
1237           diag->d_interp_in = d_interp;
1238           diag->d_div_in    = d_div;
1239         } else {
1240           diag->d_interp_out = d_interp;
1241           diag->d_div_out    = d_div;
1242         }
1243       } break;
1244       case CEED_FE_SPACE_HCURL: {
1245         CeedInt           q_comp_interp, q_comp_curl;
1246         const CeedScalar *interp, *curl;
1247         CeedScalar       *d_interp, *d_curl;
1248 
1249         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1250         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
1251 
1252         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1253         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1254         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1255         CeedCallBackend(CeedBasisGetCurl(basis, &curl));
1256         CeedCallHip(ceed, hipMalloc((void **)&d_curl, interp_bytes * q_comp_curl));
1257         CeedCallHip(ceed, hipMemcpy(d_curl, curl, interp_bytes * q_comp_curl, hipMemcpyHostToDevice));
1258         if (in) {
1259           diag->d_interp_in = d_interp;
1260           diag->d_curl_in   = d_curl;
1261         } else {
1262           diag->d_interp_out = d_interp;
1263           diag->d_curl_out   = d_curl;
1264         }
1265       } break;
1266     }
1267   }
1268 
1269   // Arrays of eval_modes
1270   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_in, num_eval_modes_in * eval_modes_bytes));
1271   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_in, eval_modes_in, num_eval_modes_in * eval_modes_bytes, hipMemcpyHostToDevice));
1272   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_out, num_eval_modes_out * eval_modes_bytes));
1273   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_out, eval_modes_out, num_eval_modes_out * eval_modes_bytes, hipMemcpyHostToDevice));
1274   CeedCallBackend(CeedFree(&eval_modes_in));
1275   CeedCallBackend(CeedFree(&eval_modes_out));
1276   CeedCallBackend(CeedDestroy(&ceed));
1277   CeedCallBackend(CeedBasisDestroy(&basis_in));
1278   CeedCallBackend(CeedBasisDestroy(&basis_out));
1279   CeedCallBackend(CeedQFunctionDestroy(&qf));
1280   return CEED_ERROR_SUCCESS;
1281 }
1282 
1283 //------------------------------------------------------------------------------
1284 // Assemble Diagonal Setup (Compilation)
1285 //------------------------------------------------------------------------------
1286 static inline int CeedOperatorAssembleDiagonalSetupCompile_Hip(CeedOperator op, CeedInt use_ceedsize_idx, const bool is_point_block) {
1287   Ceed                ceed;
1288   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1289   CeedInt             num_comp, q_comp, num_nodes, num_qpts;
1290   CeedBasis           basis_in = NULL, basis_out = NULL;
1291   CeedQFunctionField *qf_fields;
1292   CeedQFunction       qf;
1293   CeedOperatorField  *op_fields;
1294   CeedOperator_Hip   *impl;
1295 
1296   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1297   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1298   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1299 
1300   // Determine active input basis
1301   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1302   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1303   for (CeedInt i = 0; i < num_input_fields; i++) {
1304     CeedVector vec;
1305 
1306     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1307     if (vec == CEED_VECTOR_ACTIVE) {
1308       CeedEvalMode eval_mode;
1309       CeedBasis    basis;
1310 
1311       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1312       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1313       CeedCallBackend(CeedBasisDestroy(&basis));
1314       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1315       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1316       if (eval_mode != CEED_EVAL_WEIGHT) {
1317         num_eval_modes_in += q_comp;
1318       }
1319     }
1320     CeedCallBackend(CeedVectorDestroy(&vec));
1321   }
1322 
1323   // Determine active output basis
1324   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1325   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1326   for (CeedInt i = 0; i < num_output_fields; i++) {
1327     CeedVector vec;
1328 
1329     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1330     if (vec == CEED_VECTOR_ACTIVE) {
1331       CeedEvalMode eval_mode;
1332       CeedBasis    basis;
1333 
1334       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1335       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1336       CeedCallBackend(CeedBasisDestroy(&basis));
1337       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1338       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1339       if (eval_mode != CEED_EVAL_WEIGHT) {
1340         num_eval_modes_out += q_comp;
1341       }
1342     }
1343     CeedCallBackend(CeedVectorDestroy(&vec));
1344   }
1345 
1346   // Operator data struct
1347   CeedCallBackend(CeedOperatorGetData(op, &impl));
1348   CeedOperatorDiag_Hip *diag = impl->diag;
1349 
1350   // Assemble kernel
1351   const char   diagonal_kernel_source[] = "// Diagonal assembly source\n#include <ceed/jit-source/hip/hip-ref-operator-assemble-diagonal.h>\n";
1352   hipModule_t *module                   = is_point_block ? &diag->module_point_block : &diag->module;
1353   CeedInt      elems_per_block          = 1;
1354 
1355   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1356   CeedCallBackend(CeedBasisGetNumComponents(basis_in, &num_comp));
1357   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1358   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1359   CeedCallHip(ceed, CeedCompile_Hip(ceed, diagonal_kernel_source, module, 8, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1360                                     num_eval_modes_out, "NUM_COMP", num_comp, "NUM_NODES", num_nodes, "NUM_QPTS", num_qpts, "USE_CEEDSIZE",
1361                                     use_ceedsize_idx, "USE_POINT_BLOCK", is_point_block ? 1 : 0, "BLOCK_SIZE", num_nodes * elems_per_block));
1362   CeedCallHip(ceed, CeedGetKernel_Hip(ceed, *module, "LinearDiagonal", is_point_block ? &diag->LinearPointBlock : &diag->LinearDiagonal));
1363   CeedCallBackend(CeedDestroy(&ceed));
1364   CeedCallBackend(CeedBasisDestroy(&basis_in));
1365   CeedCallBackend(CeedBasisDestroy(&basis_out));
1366   CeedCallBackend(CeedQFunctionDestroy(&qf));
1367   return CEED_ERROR_SUCCESS;
1368 }
1369 
1370 //------------------------------------------------------------------------------
1371 // Assemble Diagonal Core
1372 //------------------------------------------------------------------------------
1373 static inline int CeedOperatorAssembleDiagonalCore_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request, const bool is_point_block) {
1374   Ceed                ceed;
1375   CeedInt             num_elem, num_nodes;
1376   CeedScalar         *elem_diag_array;
1377   const CeedScalar   *assembled_qf_array;
1378   CeedVector          assembled_qf   = NULL, elem_diag;
1379   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out, diag_rstr;
1380   CeedOperator_Hip   *impl;
1381 
1382   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1383   CeedCallBackend(CeedOperatorGetData(op, &impl));
1384 
1385   // Assemble QFunction
1386   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, request));
1387   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1388   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1389 
1390   // Setup
1391   if (!impl->diag) CeedCallBackend(CeedOperatorAssembleDiagonalSetup_Hip(op));
1392   CeedOperatorDiag_Hip *diag = impl->diag;
1393 
1394   assert(diag != NULL);
1395 
1396   // Assemble kernel if needed
1397   if ((!is_point_block && !diag->LinearDiagonal) || (is_point_block && !diag->LinearPointBlock)) {
1398     CeedSize assembled_length, assembled_qf_length;
1399     CeedInt  use_ceedsize_idx = 0;
1400     CeedCallBackend(CeedVectorGetLength(assembled, &assembled_length));
1401     CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1402     if ((assembled_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1403 
1404     CeedCallBackend(CeedOperatorAssembleDiagonalSetupCompile_Hip(op, use_ceedsize_idx, is_point_block));
1405   }
1406 
1407   // Restriction and diagonal vector
1408   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1409   CeedCheck(rstr_in == rstr_out, ceed, CEED_ERROR_BACKEND,
1410             "Cannot assemble operator diagonal with different input and output active element restrictions");
1411   if (!is_point_block && !diag->diag_rstr) {
1412     CeedCallBackend(CeedElemRestrictionCreateUnsignedCopy(rstr_out, &diag->diag_rstr));
1413     CeedCallBackend(CeedElemRestrictionCreateVector(diag->diag_rstr, NULL, &diag->elem_diag));
1414   } else if (is_point_block && !diag->point_block_diag_rstr) {
1415     CeedCallBackend(CeedOperatorCreateActivePointBlockRestriction(rstr_out, &diag->point_block_diag_rstr));
1416     CeedCallBackend(CeedElemRestrictionCreateVector(diag->point_block_diag_rstr, NULL, &diag->point_block_elem_diag));
1417   }
1418   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1419   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1420   diag_rstr = is_point_block ? diag->point_block_diag_rstr : diag->diag_rstr;
1421   elem_diag = is_point_block ? diag->point_block_elem_diag : diag->elem_diag;
1422   CeedCallBackend(CeedVectorSetValue(elem_diag, 0.0));
1423 
1424   // Only assemble diagonal if the basis has nodes, otherwise inputs are null pointers
1425   CeedCallBackend(CeedElemRestrictionGetElementSize(diag_rstr, &num_nodes));
1426   if (num_nodes > 0) {
1427     // Assemble element operator diagonals
1428     CeedCallBackend(CeedElemRestrictionGetNumElements(diag_rstr, &num_elem));
1429     CeedCallBackend(CeedVectorGetArray(elem_diag, CEED_MEM_DEVICE, &elem_diag_array));
1430 
1431     // Compute the diagonal of B^T D B
1432     CeedInt elems_per_block = 1;
1433     CeedInt grid            = CeedDivUpInt(num_elem, elems_per_block);
1434     void   *args[]          = {(void *)&num_elem,      &diag->d_identity,       &diag->d_interp_in,  &diag->d_grad_in, &diag->d_div_in,
1435                                &diag->d_curl_in,       &diag->d_interp_out,     &diag->d_grad_out,   &diag->d_div_out, &diag->d_curl_out,
1436                                &diag->d_eval_modes_in, &diag->d_eval_modes_out, &assembled_qf_array, &elem_diag_array};
1437 
1438     if (is_point_block) {
1439       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearPointBlock, grid, num_nodes, 1, elems_per_block, args));
1440     } else {
1441       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearDiagonal, grid, num_nodes, 1, elems_per_block, args));
1442     }
1443 
1444     // Restore arrays
1445     CeedCallBackend(CeedVectorRestoreArray(elem_diag, &elem_diag_array));
1446     CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1447   }
1448 
1449   // Assemble local operator diagonal
1450   CeedCallBackend(CeedElemRestrictionApply(diag_rstr, CEED_TRANSPOSE, elem_diag, assembled, request));
1451 
1452   // Cleanup
1453   CeedCallBackend(CeedDestroy(&ceed));
1454   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1455   return CEED_ERROR_SUCCESS;
1456 }
1457 
1458 //------------------------------------------------------------------------------
1459 // Assemble Linear Diagonal
1460 //------------------------------------------------------------------------------
1461 static int CeedOperatorLinearAssembleAddDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1462   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, false));
1463   return CEED_ERROR_SUCCESS;
1464 }
1465 
1466 //------------------------------------------------------------------------------
1467 // Assemble Linear Point Block Diagonal
1468 //------------------------------------------------------------------------------
1469 static int CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1470   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, true));
1471   return CEED_ERROR_SUCCESS;
1472 }
1473 
1474 //------------------------------------------------------------------------------
1475 // Single Operator Assembly Setup
1476 //------------------------------------------------------------------------------
1477 static int CeedSingleOperatorAssembleSetup_Hip(CeedOperator op, CeedInt use_ceedsize_idx) {
1478   Ceed                ceed;
1479   Ceed_Hip           *hip_data;
1480   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1481   CeedInt             elem_size_in, num_qpts_in = 0, num_comp_in, elem_size_out, num_qpts_out, num_comp_out, q_comp;
1482   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1483   CeedElemRestriction rstr_in = NULL, rstr_out = NULL;
1484   CeedBasis           basis_in = NULL, basis_out = NULL;
1485   CeedQFunctionField *qf_fields;
1486   CeedQFunction       qf;
1487   CeedOperatorField  *input_fields, *output_fields;
1488   CeedOperator_Hip   *impl;
1489 
1490   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1491   CeedCallBackend(CeedOperatorGetData(op, &impl));
1492 
1493   // Get intput and output fields
1494   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &input_fields, &num_output_fields, &output_fields));
1495 
1496   // Determine active input basis eval mode
1497   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1498   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1499   for (CeedInt i = 0; i < num_input_fields; i++) {
1500     CeedVector vec;
1501 
1502     CeedCallBackend(CeedOperatorFieldGetVector(input_fields[i], &vec));
1503     if (vec == CEED_VECTOR_ACTIVE) {
1504       CeedEvalMode        eval_mode;
1505       CeedElemRestriction elem_rstr;
1506       CeedBasis           basis;
1507 
1508       CeedCallBackend(CeedOperatorFieldGetBasis(input_fields[i], &basis));
1509       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND, "Backend does not implement operator assembly with multiple active bases");
1510       if (!basis_in) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_in));
1511       CeedCallBackend(CeedBasisDestroy(&basis));
1512       CeedCallBackend(CeedOperatorFieldGetElemRestriction(input_fields[i], &elem_rstr));
1513       if (!rstr_in) CeedCallBackend(CeedElemRestrictionReferenceCopy(elem_rstr, &rstr_in));
1514       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1515       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1516       if (basis_in == CEED_BASIS_NONE) num_qpts_in = elem_size_in;
1517       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts_in));
1518       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1519       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1520       if (eval_mode != CEED_EVAL_WEIGHT) {
1521         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1522         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1523         for (CeedInt d = 0; d < q_comp; d++) {
1524           eval_modes_in[num_eval_modes_in + d] = eval_mode;
1525         }
1526         num_eval_modes_in += q_comp;
1527       }
1528     }
1529     CeedCallBackend(CeedVectorDestroy(&vec));
1530   }
1531 
1532   // Determine active output basis; basis_out and rstr_out only used if same as input, TODO
1533   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1534   for (CeedInt i = 0; i < num_output_fields; i++) {
1535     CeedVector vec;
1536 
1537     CeedCallBackend(CeedOperatorFieldGetVector(output_fields[i], &vec));
1538     if (vec == CEED_VECTOR_ACTIVE) {
1539       CeedEvalMode        eval_mode;
1540       CeedElemRestriction elem_rstr;
1541       CeedBasis           basis;
1542 
1543       CeedCallBackend(CeedOperatorFieldGetBasis(output_fields[i], &basis));
1544       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1545                 "Backend does not implement operator assembly with multiple active bases");
1546       if (!basis_out) CeedCallBackend(CeedBasisReferenceCopy(basis, &basis_out));
1547       CeedCallBackend(CeedBasisDestroy(&basis));
1548       CeedCallBackend(CeedOperatorFieldGetElemRestriction(output_fields[i], &elem_rstr));
1549       if (!rstr_out) CeedCallBackend(CeedElemRestrictionReferenceCopy(elem_rstr, &rstr_out));
1550       CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1551       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1552       if (basis_out == CEED_BASIS_NONE) num_qpts_out = elem_size_out;
1553       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_out, &num_qpts_out));
1554       CeedCheck(num_qpts_in == num_qpts_out, ceed, CEED_ERROR_UNSUPPORTED,
1555                 "Active input and output bases must have the same number of quadrature points");
1556       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1557       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1558       if (eval_mode != CEED_EVAL_WEIGHT) {
1559         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1560         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1561         for (CeedInt d = 0; d < q_comp; d++) {
1562           eval_modes_out[num_eval_modes_out + d] = eval_mode;
1563         }
1564         num_eval_modes_out += q_comp;
1565       }
1566     }
1567     CeedCallBackend(CeedVectorDestroy(&vec));
1568   }
1569   CeedCheck(num_eval_modes_in > 0 && num_eval_modes_out > 0, ceed, CEED_ERROR_UNSUPPORTED, "Cannot assemble operator without inputs/outputs");
1570 
1571   CeedCallBackend(CeedCalloc(1, &impl->asmb));
1572   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1573   asmb->elems_per_block          = 1;
1574   asmb->block_size_x             = elem_size_in;
1575   asmb->block_size_y             = elem_size_out;
1576 
1577   CeedCallBackend(CeedGetData(ceed, &hip_data));
1578   bool fallback = asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block > hip_data->device_prop.maxThreadsPerBlock;
1579 
1580   if (fallback) {
1581     // Use fallback kernel with 1D threadblock
1582     asmb->block_size_y = 1;
1583   }
1584 
1585   // Compile kernels
1586   const char assembly_kernel_source[] = "// Full assembly source\n#include <ceed/jit-source/hip/hip-ref-operator-assemble.h>\n";
1587 
1588   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_in, &num_comp_in));
1589   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_out, &num_comp_out));
1590   CeedCallBackend(CeedCompile_Hip(ceed, assembly_kernel_source, &asmb->module, 10, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1591                                   num_eval_modes_out, "NUM_COMP_IN", num_comp_in, "NUM_COMP_OUT", num_comp_out, "NUM_NODES_IN", elem_size_in,
1592                                   "NUM_NODES_OUT", elem_size_out, "NUM_QPTS", num_qpts_in, "BLOCK_SIZE",
1593                                   asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block, "BLOCK_SIZE_Y", asmb->block_size_y, "USE_CEEDSIZE",
1594                                   use_ceedsize_idx));
1595   CeedCallBackend(CeedGetKernel_Hip(ceed, asmb->module, "LinearAssemble", &asmb->LinearAssemble));
1596 
1597   // Load into B_in, in order that they will be used in eval_modes_in
1598   {
1599     const CeedInt in_bytes           = elem_size_in * num_qpts_in * num_eval_modes_in * sizeof(CeedScalar);
1600     CeedInt       d_in               = 0;
1601     CeedEvalMode  eval_modes_in_prev = CEED_EVAL_NONE;
1602     bool          has_eval_none      = false;
1603     CeedScalar   *identity           = NULL;
1604 
1605     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1606       has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1607     }
1608     if (has_eval_none) {
1609       CeedCallBackend(CeedCalloc(elem_size_in * num_qpts_in, &identity));
1610       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;
1611     }
1612 
1613     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_in, in_bytes));
1614     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1615       const CeedScalar *h_B_in;
1616 
1617       CeedCallBackend(CeedOperatorGetBasisPointer(basis_in, eval_modes_in[i], identity, &h_B_in));
1618       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_modes_in[i], &q_comp));
1619       if (q_comp > 1) {
1620         if (i == 0 || eval_modes_in[i] != eval_modes_in_prev) d_in = 0;
1621         else h_B_in = &h_B_in[(++d_in) * elem_size_in * num_qpts_in];
1622       }
1623       eval_modes_in_prev = eval_modes_in[i];
1624 
1625       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),
1626                                   hipMemcpyHostToDevice));
1627     }
1628     CeedCallBackend(CeedFree(&identity));
1629   }
1630   CeedCallBackend(CeedFree(&eval_modes_in));
1631 
1632   // Load into B_out, in order that they will be used in eval_modes_out
1633   {
1634     const CeedInt out_bytes           = elem_size_out * num_qpts_out * num_eval_modes_out * sizeof(CeedScalar);
1635     CeedInt       d_out               = 0;
1636     CeedEvalMode  eval_modes_out_prev = CEED_EVAL_NONE;
1637     bool          has_eval_none       = false;
1638     CeedScalar   *identity            = NULL;
1639 
1640     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1641       has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1642     }
1643     if (has_eval_none) {
1644       CeedCallBackend(CeedCalloc(elem_size_out * num_qpts_out, &identity));
1645       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;
1646     }
1647 
1648     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_out, out_bytes));
1649     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1650       const CeedScalar *h_B_out;
1651 
1652       CeedCallBackend(CeedOperatorGetBasisPointer(basis_out, eval_modes_out[i], identity, &h_B_out));
1653       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_modes_out[i], &q_comp));
1654       if (q_comp > 1) {
1655         if (i == 0 || eval_modes_out[i] != eval_modes_out_prev) d_out = 0;
1656         else h_B_out = &h_B_out[(++d_out) * elem_size_out * num_qpts_out];
1657       }
1658       eval_modes_out_prev = eval_modes_out[i];
1659 
1660       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),
1661                                   hipMemcpyHostToDevice));
1662     }
1663     CeedCallBackend(CeedFree(&identity));
1664   }
1665   CeedCallBackend(CeedFree(&eval_modes_out));
1666   CeedCallBackend(CeedDestroy(&ceed));
1667   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1668   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1669   CeedCallBackend(CeedBasisDestroy(&basis_in));
1670   CeedCallBackend(CeedBasisDestroy(&basis_out));
1671   CeedCallBackend(CeedQFunctionDestroy(&qf));
1672   return CEED_ERROR_SUCCESS;
1673 }
1674 
1675 //------------------------------------------------------------------------------
1676 // Assemble matrix data for COO matrix of assembled operator.
1677 // The sparsity pattern is set by CeedOperatorLinearAssembleSymbolic.
1678 //
1679 // Note that this (and other assembly routines) currently assume only one active input restriction/basis per operator
1680 // (could have multiple basis eval modes).
1681 // TODO: allow multiple active input restrictions/basis objects
1682 //------------------------------------------------------------------------------
1683 static int CeedSingleOperatorAssemble_Hip(CeedOperator op, CeedInt offset, CeedVector values) {
1684   Ceed                ceed;
1685   CeedSize            values_length = 0, assembled_qf_length = 0;
1686   CeedInt             use_ceedsize_idx = 0, num_elem_in, num_elem_out, elem_size_in, elem_size_out;
1687   CeedScalar         *values_array;
1688   const CeedScalar   *assembled_qf_array;
1689   CeedVector          assembled_qf   = NULL;
1690   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out;
1691   CeedRestrictionType rstr_type_in, rstr_type_out;
1692   const bool         *orients_in = NULL, *orients_out = NULL;
1693   const CeedInt8     *curl_orients_in = NULL, *curl_orients_out = NULL;
1694   CeedOperator_Hip   *impl;
1695 
1696   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1697   CeedCallBackend(CeedOperatorGetData(op, &impl));
1698 
1699   // Assemble QFunction
1700   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, CEED_REQUEST_IMMEDIATE));
1701   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1702   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1703 
1704   CeedCallBackend(CeedVectorGetLength(values, &values_length));
1705   CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1706   if ((values_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1707 
1708   // Setup
1709   if (!impl->asmb) CeedCallBackend(CeedSingleOperatorAssembleSetup_Hip(op, use_ceedsize_idx));
1710   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1711 
1712   assert(asmb != NULL);
1713 
1714   // Assemble element operator
1715   CeedCallBackend(CeedVectorGetArray(values, CEED_MEM_DEVICE, &values_array));
1716   values_array += offset;
1717 
1718   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1719   CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_in, &num_elem_in));
1720   CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1721 
1722   CeedCallBackend(CeedElemRestrictionGetType(rstr_in, &rstr_type_in));
1723   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1724     CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_in, CEED_MEM_DEVICE, &orients_in));
1725   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1726     CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_in, CEED_MEM_DEVICE, &curl_orients_in));
1727   }
1728 
1729   if (rstr_in != rstr_out) {
1730     CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_out, &num_elem_out));
1731     CeedCheck(num_elem_in == num_elem_out, ceed, CEED_ERROR_UNSUPPORTED,
1732               "Active input and output operator restrictions must have the same number of elements");
1733     CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1734 
1735     CeedCallBackend(CeedElemRestrictionGetType(rstr_out, &rstr_type_out));
1736     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1737       CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_out, CEED_MEM_DEVICE, &orients_out));
1738     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1739       CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_out, CEED_MEM_DEVICE, &curl_orients_out));
1740     }
1741   } else {
1742     elem_size_out    = elem_size_in;
1743     orients_out      = orients_in;
1744     curl_orients_out = curl_orients_in;
1745   }
1746 
1747   // Compute B^T D B
1748   CeedInt shared_mem =
1749       ((curl_orients_in || curl_orients_out ? elem_size_in * elem_size_out : 0) + (curl_orients_in ? elem_size_in * asmb->block_size_y : 0)) *
1750       sizeof(CeedScalar);
1751   CeedInt grid   = CeedDivUpInt(num_elem_in, asmb->elems_per_block);
1752   void   *args[] = {(void *)&num_elem_in, &asmb->d_B_in,     &asmb->d_B_out,      &orients_in,  &curl_orients_in,
1753                     &orients_out,         &curl_orients_out, &assembled_qf_array, &values_array};
1754 
1755   CeedCallBackend(
1756       CeedRunKernelDimShared_Hip(ceed, asmb->LinearAssemble, grid, asmb->block_size_x, asmb->block_size_y, asmb->elems_per_block, shared_mem, args));
1757 
1758   // Restore arrays
1759   CeedCallBackend(CeedVectorRestoreArray(values, &values_array));
1760   CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1761 
1762   // Cleanup
1763   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1764   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1765     CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_in, &orients_in));
1766   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1767     CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_in, &curl_orients_in));
1768   }
1769   if (rstr_in != rstr_out) {
1770     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1771       CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_out, &orients_out));
1772     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1773       CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_out, &curl_orients_out));
1774     }
1775   }
1776   CeedCallBackend(CeedDestroy(&ceed));
1777   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_in));
1778   CeedCallBackend(CeedElemRestrictionDestroy(&rstr_out));
1779   return CEED_ERROR_SUCCESS;
1780 }
1781 
1782 //------------------------------------------------------------------------------
1783 // Assemble Linear QFunction AtPoints
1784 //------------------------------------------------------------------------------
1785 static int CeedOperatorLinearAssembleQFunctionAtPoints_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1786   return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "Backend does not implement CeedOperatorLinearAssembleQFunction");
1787 }
1788 
1789 //------------------------------------------------------------------------------
1790 // Assemble Linear Diagonal AtPoints
1791 //------------------------------------------------------------------------------
1792 static int CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1793   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
1794   Ceed                ceed;
1795   CeedVector          active_e_vec_in, active_e_vec_out;
1796   CeedQFunctionField *qf_input_fields, *qf_output_fields;
1797   CeedQFunction       qf;
1798   CeedOperatorField  *op_input_fields, *op_output_fields;
1799   CeedOperator_Hip   *impl;
1800 
1801   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1802   CeedCallBackend(CeedOperatorGetData(op, &impl));
1803   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1804   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
1805   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
1806   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
1807 
1808   // Setup
1809   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
1810   num_points     = impl->num_points;
1811   max_num_points = impl->max_num_points;
1812 
1813   // Work vector
1814   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_in));
1815   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_out));
1816   {
1817     CeedSize length_in, length_out;
1818 
1819     CeedCallBackend(CeedVectorGetLength(active_e_vec_in, &length_in));
1820     CeedCallBackend(CeedVectorGetLength(active_e_vec_out, &length_out));
1821     // Need input e_vec to be longer
1822     if (length_in < length_out) {
1823       CeedVector temp = active_e_vec_in;
1824 
1825       active_e_vec_in  = active_e_vec_out;
1826       active_e_vec_out = temp;
1827     }
1828   }
1829 
1830   // Get point coordinates
1831   if (!impl->point_coords_elem) {
1832     CeedVector          point_coords = NULL;
1833     CeedElemRestriction rstr_points  = NULL;
1834 
1835     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
1836     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
1837     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
1838     CeedCallBackend(CeedVectorDestroy(&point_coords));
1839     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
1840   }
1841 
1842   // Process inputs
1843   for (CeedInt i = 0; i < num_input_fields; i++) {
1844     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
1845     CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, num_points, true, impl));
1846   }
1847 
1848   // Clear active input Qvecs
1849   for (CeedInt i = 0; i < num_input_fields; i++) {
1850     bool       is_active = false;
1851     CeedVector l_vec;
1852 
1853     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
1854     is_active = l_vec == CEED_VECTOR_ACTIVE;
1855     CeedCallBackend(CeedVectorDestroy(&l_vec));
1856     if (!is_active) continue;
1857     CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
1858   }
1859 
1860   // Output pointers, as necessary
1861   for (CeedInt i = 0; i < num_output_fields; i++) {
1862     CeedEvalMode eval_mode;
1863 
1864     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
1865     if (eval_mode == CEED_EVAL_NONE) {
1866       CeedScalar *e_vec_array;
1867 
1868       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
1869       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
1870     }
1871   }
1872 
1873   // Loop over active fields
1874   for (CeedInt i = 0; i < num_input_fields; i++) {
1875     bool                is_active = false, is_active_at_points = true;
1876     CeedInt             elem_size = 1, num_comp_active = 1, e_vec_size = 0;
1877     CeedRestrictionType rstr_type;
1878     CeedVector          l_vec;
1879     CeedElemRestriction elem_rstr;
1880 
1881     // -- Skip non-active input
1882     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
1883     is_active = l_vec == CEED_VECTOR_ACTIVE;
1884     CeedCallBackend(CeedVectorDestroy(&l_vec));
1885     if (!is_active) continue;
1886 
1887     // -- Get active restriction type
1888     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &elem_rstr));
1889     CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1890     is_active_at_points = rstr_type == CEED_RESTRICTION_POINTS;
1891     if (!is_active_at_points) CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1892     else elem_size = max_num_points;
1893     CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp_active));
1894     CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
1895 
1896     e_vec_size = elem_size * num_comp_active;
1897     for (CeedInt s = 0; s < e_vec_size; s++) {
1898       bool         is_active = false;
1899       CeedEvalMode eval_mode;
1900       CeedVector   l_vec, q_vec = impl->q_vecs_in[i];
1901 
1902       // Skip non-active input
1903       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
1904       is_active = l_vec == CEED_VECTOR_ACTIVE;
1905       CeedCallBackend(CeedVectorDestroy(&l_vec));
1906       if (!is_active) continue;
1907 
1908       // Update unit vector
1909       if (s == 0) CeedCallBackend(CeedVectorSetValue(active_e_vec_in, 0.0));
1910       else CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, s - 1, e_vec_size, 0.0));
1911       CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, s, e_vec_size, 1.0));
1912 
1913       // Basis action
1914       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
1915       switch (eval_mode) {
1916         case CEED_EVAL_NONE: {
1917           const CeedScalar *e_vec_array;
1918 
1919           CeedCallBackend(CeedVectorGetArrayRead(active_e_vec_in, CEED_MEM_DEVICE, &e_vec_array));
1920           CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
1921           break;
1922         }
1923         case CEED_EVAL_INTERP:
1924         case CEED_EVAL_GRAD:
1925         case CEED_EVAL_DIV:
1926         case CEED_EVAL_CURL: {
1927           CeedBasis basis;
1928 
1929           CeedCallBackend(CeedOperatorFieldGetBasis(op_input_fields[i], &basis));
1930           CeedCallBackend(
1931               CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, eval_mode, impl->point_coords_elem, active_e_vec_in, q_vec));
1932           CeedCallBackend(CeedBasisDestroy(&basis));
1933           break;
1934         }
1935         case CEED_EVAL_WEIGHT:
1936           break;  // No action
1937       }
1938 
1939       // Q function
1940       CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
1941 
1942       // Output basis apply if needed
1943       for (CeedInt j = 0; j < num_output_fields; j++) {
1944         bool                is_active = false;
1945         CeedInt             elem_size = 0;
1946         CeedRestrictionType rstr_type;
1947         CeedEvalMode        eval_mode;
1948         CeedVector          l_vec, e_vec = impl->e_vecs_out[j], q_vec = impl->q_vecs_out[j];
1949         CeedElemRestriction elem_rstr;
1950 
1951         // ---- Skip non-active output
1952         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[j], &l_vec));
1953         is_active = l_vec == CEED_VECTOR_ACTIVE;
1954         CeedCallBackend(CeedVectorDestroy(&l_vec));
1955         if (!is_active) continue;
1956         if (!e_vec) e_vec = active_e_vec_out;
1957 
1958         // ---- Check if elem size matches
1959         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &elem_rstr));
1960         CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1961         if (is_active_at_points && rstr_type != CEED_RESTRICTION_POINTS) continue;
1962         if (rstr_type == CEED_RESTRICTION_POINTS) {
1963           CeedCallBackend(CeedElemRestrictionGetMaxPointsInElement(elem_rstr, &elem_size));
1964         } else {
1965           CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1966         }
1967         {
1968           CeedInt num_comp = 0;
1969 
1970           CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp));
1971           if (e_vec_size != num_comp * elem_size) continue;
1972         }
1973 
1974         // Basis action
1975         CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[j], &eval_mode));
1976         switch (eval_mode) {
1977           case CEED_EVAL_NONE: {
1978             CeedScalar *e_vec_array;
1979 
1980             CeedCallBackend(CeedVectorTakeArray(q_vec, CEED_MEM_DEVICE, &e_vec_array));
1981             CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
1982             break;
1983           }
1984           case CEED_EVAL_INTERP:
1985           case CEED_EVAL_GRAD:
1986           case CEED_EVAL_DIV:
1987           case CEED_EVAL_CURL: {
1988             CeedBasis basis;
1989 
1990             CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[j], &basis));
1991             CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
1992             CeedCallBackend(CeedBasisDestroy(&basis));
1993             break;
1994           }
1995           // LCOV_EXCL_START
1996           case CEED_EVAL_WEIGHT: {
1997             return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
1998             // LCOV_EXCL_STOP
1999           }
2000         }
2001 
2002         // Mask output e-vec
2003         CeedCallBackend(CeedVectorPointwiseMult(e_vec, active_e_vec_in, e_vec));
2004 
2005         // Restrict
2006         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, assembled, request));
2007         CeedCallBackend(CeedElemRestrictionDestroy(&elem_rstr));
2008 
2009         // Reset q_vec for
2010         if (eval_mode == CEED_EVAL_NONE) {
2011           CeedScalar *e_vec_array;
2012 
2013           CeedCallBackend(CeedVectorGetArrayWrite(e_vec, CEED_MEM_DEVICE, &e_vec_array));
2014           CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
2015         }
2016       }
2017 
2018       // Reset vec
2019       if (s == e_vec_size - 1 && i != num_input_fields - 1) CeedCallBackend(CeedVectorSetValue(q_vec, 0.0));
2020     }
2021   }
2022 
2023   // Restore CEED_EVAL_NONE
2024   for (CeedInt i = 0; i < num_output_fields; i++) {
2025     CeedEvalMode eval_mode;
2026 
2027     // Get eval_mode
2028     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
2029 
2030     // Restore evec
2031     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
2032     if (eval_mode == CEED_EVAL_NONE) {
2033       CeedScalar *e_vec_array;
2034 
2035       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &e_vec_array));
2036       CeedCallBackend(CeedVectorRestoreArray(impl->e_vecs_in[i], &e_vec_array));
2037     }
2038   }
2039 
2040   // Restore input arrays
2041   for (CeedInt i = 0; i < num_input_fields; i++) {
2042     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
2043   }
2044 
2045   // Restore work vector
2046   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_in));
2047   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_out));
2048   CeedCallBackend(CeedDestroy(&ceed));
2049   CeedCallBackend(CeedQFunctionDestroy(&qf));
2050   return CEED_ERROR_SUCCESS;
2051 }
2052 
2053 //------------------------------------------------------------------------------
2054 // Create operator
2055 //------------------------------------------------------------------------------
2056 int CeedOperatorCreate_Hip(CeedOperator op) {
2057   Ceed              ceed;
2058   CeedOperator_Hip *impl;
2059 
2060   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
2061   CeedCallBackend(CeedCalloc(1, &impl));
2062   CeedCallBackend(CeedOperatorSetData(op, impl));
2063 
2064   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunction_Hip));
2065   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunctionUpdate", CeedOperatorLinearAssembleQFunctionUpdate_Hip));
2066   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonal_Hip));
2067   CeedCallBackend(
2068       CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddPointBlockDiagonal", CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip));
2069   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleSingle", CeedSingleOperatorAssemble_Hip));
2070   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Hip));
2071   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
2072   CeedCallBackend(CeedDestroy(&ceed));
2073   return CEED_ERROR_SUCCESS;
2074 }
2075 
2076 //------------------------------------------------------------------------------
2077 // Create operator AtPoints
2078 //------------------------------------------------------------------------------
2079 int CeedOperatorCreateAtPoints_Hip(CeedOperator op) {
2080   Ceed              ceed;
2081   CeedOperator_Hip *impl;
2082 
2083   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
2084   CeedCallBackend(CeedCalloc(1, &impl));
2085   CeedCallBackend(CeedOperatorSetData(op, impl));
2086 
2087   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunctionAtPoints_Hip));
2088   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip));
2089   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAddAtPoints_Hip));
2090   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
2091   CeedCallBackend(CeedDestroy(&ceed));
2092   return CEED_ERROR_SUCCESS;
2093 }
2094 
2095 //------------------------------------------------------------------------------
2096