xref: /libCEED/backends/hip-ref/ceed-hip-ref-operator.c (revision 8b0f73481df5f9f5ba2e5a396f0652e2438a7896)
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(CeedElemRestrictionDestroy(&impl->diag->diag_rstr));
81     CeedCallBackend(CeedElemRestrictionDestroy(&impl->diag->point_block_diag_rstr));
82     CeedCallBackend(CeedVectorDestroy(&impl->diag->elem_diag));
83     CeedCallBackend(CeedVectorDestroy(&impl->diag->point_block_elem_diag));
84   }
85   CeedCallBackend(CeedFree(&impl->diag));
86 
87   if (impl->asmb) {
88     Ceed ceed;
89 
90     CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
91     CeedCallHip(ceed, hipModuleUnload(impl->asmb->module));
92     CeedCallHip(ceed, hipFree(impl->asmb->d_B_in));
93     CeedCallHip(ceed, hipFree(impl->asmb->d_B_out));
94   }
95   CeedCallBackend(CeedFree(&impl->asmb));
96 
97   CeedCallBackend(CeedFree(&impl));
98   return CEED_ERROR_SUCCESS;
99 }
100 
101 //------------------------------------------------------------------------------
102 // Setup infields or outfields
103 //------------------------------------------------------------------------------
104 static int CeedOperatorSetupFields_Hip(CeedQFunction qf, CeedOperator op, bool is_input, bool is_at_points, bool *skip_rstr, bool *apply_add_basis,
105                                        CeedVector *e_vecs, CeedVector *q_vecs, CeedInt num_fields, CeedInt Q, CeedInt num_elem) {
106   Ceed                ceed;
107   CeedQFunctionField *qf_fields;
108   CeedOperatorField  *op_fields;
109 
110   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
111   if (is_input) {
112     CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
113     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
114   } else {
115     CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
116     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
117   }
118 
119   // Loop over fields
120   for (CeedInt i = 0; i < num_fields; i++) {
121     bool                is_active = false, is_strided = false, skip_e_vec = false;
122     CeedSize            q_size;
123     CeedInt             size;
124     CeedEvalMode        eval_mode;
125     CeedVector          l_vec;
126     CeedElemRestriction elem_rstr;
127 
128     // Check whether this field can skip the element restriction:
129     // Input CEED_VECTOR_ACTIVE
130     // Output CEED_VECTOR_ACTIVE without CEED_EVAL_NONE
131     // Input CEED_VECTOR_NONE with CEED_EVAL_WEIGHT
132     // Input passive vectorr with CEED_EVAL_NONE and strided restriction with CEED_STRIDES_BACKEND
133     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &l_vec));
134     is_active = l_vec == CEED_VECTOR_ACTIVE;
135     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &elem_rstr));
136     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
137     skip_e_vec = (is_input && is_active) || (is_active && eval_mode != CEED_EVAL_NONE) || (eval_mode == CEED_EVAL_WEIGHT);
138     if (!skip_e_vec && is_input && !is_active && eval_mode == CEED_EVAL_NONE) {
139       CeedCallBackend(CeedElemRestrictionIsStrided(elem_rstr, &is_strided));
140       if (is_strided) CeedCallBackend(CeedElemRestrictionHasBackendStrides(elem_rstr, &skip_e_vec));
141     }
142     if (skip_e_vec) {
143       e_vecs[i] = NULL;
144     } else {
145       CeedCallBackend(CeedElemRestrictionCreateVector(elem_rstr, NULL, &e_vecs[i]));
146     }
147 
148     switch (eval_mode) {
149       case CEED_EVAL_NONE:
150       case CEED_EVAL_INTERP:
151       case CEED_EVAL_GRAD:
152       case CEED_EVAL_DIV:
153       case CEED_EVAL_CURL:
154         CeedCallBackend(CeedQFunctionFieldGetSize(qf_fields[i], &size));
155         q_size = (CeedSize)num_elem * (CeedSize)Q * (CeedSize)size;
156         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
157         break;
158       case CEED_EVAL_WEIGHT: {
159         CeedBasis basis;
160 
161         CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
162         q_size = (CeedSize)num_elem * (CeedSize)Q;
163         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
164         if (is_at_points) {
165           CeedInt num_points[num_elem];
166 
167           for (CeedInt i = 0; i < num_elem; i++) num_points[i] = Q;
168           CeedCallBackend(
169               CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, CEED_VECTOR_NONE, q_vecs[i]));
170         } else {
171           CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, q_vecs[i]));
172         }
173         break;
174       }
175     }
176   }
177   // Drop duplicate restrictions
178   if (is_input) {
179     for (CeedInt i = 0; i < num_fields; i++) {
180       CeedVector          vec_i;
181       CeedElemRestriction rstr_i;
182 
183       CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec_i));
184       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &rstr_i));
185       for (CeedInt j = i + 1; j < num_fields; j++) {
186         CeedVector          vec_j;
187         CeedElemRestriction rstr_j;
188 
189         CeedCallBackend(CeedOperatorFieldGetVector(op_fields[j], &vec_j));
190         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[j], &rstr_j));
191         if (vec_i == vec_j && rstr_i == rstr_j) {
192           if (e_vecs[i]) CeedCallBackend(CeedVectorReferenceCopy(e_vecs[i], &e_vecs[j]));
193           skip_rstr[j] = true;
194         }
195       }
196     }
197   } else {
198     for (CeedInt i = num_fields - 1; i >= 0; i--) {
199       CeedVector          vec_i;
200       CeedElemRestriction rstr_i;
201 
202       CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec_i));
203       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &rstr_i));
204       for (CeedInt j = i - 1; j >= 0; j--) {
205         CeedVector          vec_j;
206         CeedElemRestriction rstr_j;
207 
208         CeedCallBackend(CeedOperatorFieldGetVector(op_fields[j], &vec_j));
209         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[j], &rstr_j));
210         if (vec_i == vec_j && rstr_i == rstr_j) {
211           if (e_vecs[i]) CeedCallBackend(CeedVectorReferenceCopy(e_vecs[i], &e_vecs[j]));
212           skip_rstr[j]       = true;
213           apply_add_basis[i] = true;
214         }
215       }
216     }
217   }
218   return CEED_ERROR_SUCCESS;
219 }
220 
221 //------------------------------------------------------------------------------
222 // CeedOperator needs to connect all the named fields (be they active or passive) to the named inputs and outputs of its CeedQFunction.
223 //------------------------------------------------------------------------------
224 static int CeedOperatorSetup_Hip(CeedOperator op) {
225   Ceed                ceed;
226   bool                is_setup_done;
227   CeedInt             Q, num_elem, num_input_fields, num_output_fields;
228   CeedQFunctionField *qf_input_fields, *qf_output_fields;
229   CeedQFunction       qf;
230   CeedOperatorField  *op_input_fields, *op_output_fields;
231   CeedOperator_Hip   *impl;
232 
233   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
234   if (is_setup_done) return CEED_ERROR_SUCCESS;
235 
236   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
237   CeedCallBackend(CeedOperatorGetData(op, &impl));
238   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
239   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
240   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
241   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
242   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
243 
244   // Allocate
245   CeedCallBackend(CeedCalloc(num_input_fields, &impl->e_vecs_in));
246   CeedCallBackend(CeedCalloc(num_output_fields, &impl->e_vecs_out));
247   CeedCallBackend(CeedCalloc(num_input_fields, &impl->skip_rstr_in));
248   CeedCallBackend(CeedCalloc(num_output_fields, &impl->skip_rstr_out));
249   CeedCallBackend(CeedCalloc(num_output_fields, &impl->apply_add_basis_out));
250   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_field_order));
251   CeedCallBackend(CeedCalloc(num_output_fields, &impl->output_field_order));
252   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_states));
253   CeedCallBackend(CeedCalloc(num_input_fields, &impl->q_vecs_in));
254   CeedCallBackend(CeedCalloc(num_output_fields, &impl->q_vecs_out));
255   impl->num_inputs  = num_input_fields;
256   impl->num_outputs = num_output_fields;
257 
258   // Set up infield and outfield e-vecs and q-vecs
259   CeedCallBackend(
260       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));
261   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, false, false, impl->skip_rstr_out, impl->apply_add_basis_out, impl->e_vecs_out,
262                                               impl->q_vecs_out, num_output_fields, Q, num_elem));
263 
264   // Reorder fields to allow reuse of buffers
265   impl->max_active_e_vec_len = 0;
266   {
267     bool    is_ordered[CEED_FIELD_MAX];
268     CeedInt curr_index = 0;
269 
270     for (CeedInt i = 0; i < num_input_fields; i++) is_ordered[i] = false;
271     for (CeedInt i = 0; i < num_input_fields; i++) {
272       CeedSize            e_vec_len_i;
273       CeedVector          vec_i;
274       CeedElemRestriction rstr_i;
275 
276       if (is_ordered[i]) continue;
277       is_ordered[i]                       = true;
278       impl->input_field_order[curr_index] = i;
279       curr_index++;
280       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec_i));
281       if (vec_i == CEED_VECTOR_NONE) continue;  // CEED_EVAL_WEIGHT
282       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &rstr_i));
283       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
284       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;
285       for (CeedInt j = i + 1; j < num_input_fields; j++) {
286         CeedVector          vec_j;
287         CeedElemRestriction rstr_j;
288 
289         CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[j], &vec_j));
290         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[j], &rstr_j));
291         if (rstr_i == rstr_j && vec_i == vec_j) {
292           is_ordered[j]                       = true;
293           impl->input_field_order[curr_index] = j;
294           curr_index++;
295         }
296       }
297     }
298   }
299   {
300     bool    is_ordered[CEED_FIELD_MAX];
301     CeedInt curr_index = 0;
302 
303     for (CeedInt i = 0; i < num_output_fields; i++) is_ordered[i] = false;
304     for (CeedInt i = 0; i < num_output_fields; i++) {
305       CeedSize            e_vec_len_i;
306       CeedVector          vec_i;
307       CeedElemRestriction rstr_i;
308 
309       if (is_ordered[i]) continue;
310       is_ordered[i]                        = true;
311       impl->output_field_order[curr_index] = i;
312       curr_index++;
313       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec_i));
314       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &rstr_i));
315       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
316       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;
317       for (CeedInt j = i + 1; j < num_output_fields; j++) {
318         CeedVector          vec_j;
319         CeedElemRestriction rstr_j;
320 
321         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[j], &vec_j));
322         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &rstr_j));
323         if (rstr_i == rstr_j && vec_i == vec_j) {
324           is_ordered[j]                        = true;
325           impl->output_field_order[curr_index] = j;
326           curr_index++;
327         }
328       }
329     }
330   }
331   CeedCallBackend(CeedOperatorSetSetupDone(op));
332   return CEED_ERROR_SUCCESS;
333 }
334 
335 //------------------------------------------------------------------------------
336 // Restrict Operator Inputs
337 //------------------------------------------------------------------------------
338 static inline int CeedOperatorInputRestrict_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
339                                                 CeedVector in_vec, CeedVector active_e_vec, const bool skip_active, CeedOperator_Hip *impl,
340                                                 CeedRequest *request) {
341   bool       is_active = false;
342   CeedVector l_vec, e_vec = impl->e_vecs_in[input_field];
343 
344   // Get input vector
345   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
346   is_active = l_vec == CEED_VECTOR_ACTIVE;
347   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
348   if (is_active) {
349     l_vec = in_vec;
350     if (!e_vec) e_vec = active_e_vec;
351   }
352 
353   // Restriction action
354   if (e_vec) {
355     // Restrict, if necessary
356     if (!impl->skip_rstr_in[input_field]) {
357       uint64_t state;
358 
359       CeedCallBackend(CeedVectorGetState(l_vec, &state));
360       if (is_active || state != impl->input_states[input_field]) {
361         CeedElemRestriction elem_rstr;
362 
363         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_field, &elem_rstr));
364         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_NOTRANSPOSE, l_vec, e_vec, request));
365       }
366       impl->input_states[input_field] = state;
367     }
368   }
369   return CEED_ERROR_SUCCESS;
370 }
371 
372 //------------------------------------------------------------------------------
373 // Input Basis Action
374 //------------------------------------------------------------------------------
375 static inline int CeedOperatorInputBasis_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
376                                              CeedVector in_vec, CeedVector active_e_vec, CeedInt num_elem, const bool skip_active,
377                                              CeedOperator_Hip *impl) {
378   bool         is_active = false;
379   CeedEvalMode eval_mode;
380   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field], q_vec = impl->q_vecs_in[input_field];
381 
382   // Skip active input
383   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
384   is_active = l_vec == CEED_VECTOR_ACTIVE;
385   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
386   if (is_active) {
387     l_vec = in_vec;
388     if (!e_vec) e_vec = active_e_vec;
389   }
390 
391   // Basis action
392   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
393   switch (eval_mode) {
394     case CEED_EVAL_NONE: {
395       const CeedScalar *e_vec_array;
396 
397       if (e_vec) {
398         CeedCallBackend(CeedVectorGetArrayRead(e_vec, CEED_MEM_DEVICE, &e_vec_array));
399       } else {
400         CeedCallBackend(CeedVectorGetArrayRead(l_vec, CEED_MEM_DEVICE, &e_vec_array));
401       }
402       CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
403       break;
404     }
405     case CEED_EVAL_INTERP:
406     case CEED_EVAL_GRAD:
407     case CEED_EVAL_DIV:
408     case CEED_EVAL_CURL: {
409       CeedBasis basis;
410 
411       CeedCallBackend(CeedOperatorFieldGetBasis(op_input_field, &basis));
412       CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_NOTRANSPOSE, eval_mode, e_vec, q_vec));
413       break;
414     }
415     case CEED_EVAL_WEIGHT:
416       break;  // No action
417   }
418   return CEED_ERROR_SUCCESS;
419 }
420 
421 //------------------------------------------------------------------------------
422 // Restore Input Vectors
423 //------------------------------------------------------------------------------
424 static inline int CeedOperatorInputRestore_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
425                                                CeedVector in_vec, CeedVector active_e_vec, const bool skip_active, CeedOperator_Hip *impl) {
426   bool         is_active = false;
427   CeedEvalMode eval_mode;
428   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field];
429 
430   // Skip active input
431   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
432   is_active = l_vec == CEED_VECTOR_ACTIVE;
433   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
434   if (is_active) {
435     l_vec = in_vec;
436     if (!e_vec) e_vec = active_e_vec;
437   }
438 
439   // Restore e-vec
440   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
441   if (eval_mode == CEED_EVAL_NONE) {
442     const CeedScalar *e_vec_array;
443 
444     CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_in[input_field], CEED_MEM_DEVICE, (CeedScalar **)&e_vec_array));
445     if (e_vec) {
446       CeedCallBackend(CeedVectorRestoreArrayRead(e_vec, &e_vec_array));
447     } else {
448       CeedCallBackend(CeedVectorRestoreArrayRead(l_vec, &e_vec_array));
449     }
450   }
451   return CEED_ERROR_SUCCESS;
452 }
453 
454 //------------------------------------------------------------------------------
455 // Apply and add to output
456 //------------------------------------------------------------------------------
457 static int CeedOperatorApplyAdd_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
458   CeedInt             Q, num_elem, num_input_fields, num_output_fields;
459   Ceed                ceed;
460   CeedVector          active_e_vec;
461   CeedQFunctionField *qf_input_fields, *qf_output_fields;
462   CeedQFunction       qf;
463   CeedOperatorField  *op_input_fields, *op_output_fields;
464   CeedOperator_Hip   *impl;
465 
466   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
467   CeedCallBackend(CeedOperatorGetData(op, &impl));
468   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
469   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
470   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
471   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
472   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
473 
474   // Setup
475   CeedCallBackend(CeedOperatorSetup_Hip(op));
476 
477   // Work vector
478   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec));
479 
480   // Process inputs
481   for (CeedInt i = 0; i < num_input_fields; i++) {
482     CeedInt field = impl->input_field_order[i];
483 
484     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, false, impl, request));
485     CeedCallBackend(CeedOperatorInputBasis_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, num_elem, false, impl));
486   }
487 
488   // Output pointers, as necessary
489   for (CeedInt i = 0; i < num_output_fields; i++) {
490     CeedEvalMode eval_mode;
491 
492     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
493     if (eval_mode == CEED_EVAL_NONE) {
494       CeedScalar *e_vec_array;
495 
496       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
497       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
498     }
499   }
500 
501   // Q function
502   CeedCallBackend(CeedQFunctionApply(qf, num_elem * Q, impl->q_vecs_in, impl->q_vecs_out));
503 
504   // Restore input arrays
505   for (CeedInt i = 0; i < num_input_fields; i++) {
506     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, in_vec, active_e_vec, false, impl));
507   }
508 
509   // Output basis and restriction
510   for (CeedInt i = 0; i < num_output_fields; i++) {
511     bool                is_active = false;
512     CeedInt             field     = impl->output_field_order[i];
513     CeedEvalMode        eval_mode;
514     CeedVector          l_vec, e_vec = impl->e_vecs_out[field], q_vec = impl->q_vecs_out[field];
515     CeedElemRestriction elem_rstr;
516     CeedBasis           basis;
517 
518     // Output vector
519     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field], &l_vec));
520     is_active = l_vec == CEED_VECTOR_ACTIVE;
521     if (is_active) {
522       l_vec = out_vec;
523       if (!e_vec) e_vec = active_e_vec;
524     }
525 
526     // Basis action
527     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field], &eval_mode));
528     switch (eval_mode) {
529       case CEED_EVAL_NONE:
530         break;  // No action
531       case CEED_EVAL_INTERP:
532       case CEED_EVAL_GRAD:
533       case CEED_EVAL_DIV:
534       case CEED_EVAL_CURL:
535         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field], &basis));
536         if (impl->apply_add_basis_out[field]) {
537           CeedCallBackend(CeedBasisApplyAdd(basis, num_elem, CEED_TRANSPOSE, eval_mode, q_vec, e_vec));
538         } else {
539           CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_TRANSPOSE, eval_mode, q_vec, e_vec));
540         }
541         break;
542       // LCOV_EXCL_START
543       case CEED_EVAL_WEIGHT: {
544         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
545         // LCOV_EXCL_STOP
546       }
547     }
548 
549     // Restore evec
550     if (eval_mode == CEED_EVAL_NONE) {
551       CeedScalar *e_vec_array;
552 
553       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
554       CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
555     }
556 
557     // Restrict
558     if (impl->skip_rstr_out[field]) continue;
559     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field], &elem_rstr));
560     CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, l_vec, request));
561   }
562 
563   // Return work vector
564   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec));
565   return CEED_ERROR_SUCCESS;
566 }
567 
568 //------------------------------------------------------------------------------
569 // CeedOperator needs to connect all the named fields (be they active or passive) to the named inputs and outputs of its CeedQFunction.
570 //------------------------------------------------------------------------------
571 static int CeedOperatorSetupAtPoints_Hip(CeedOperator op) {
572   Ceed                ceed;
573   bool                is_setup_done;
574   CeedInt             max_num_points = -1, num_elem, num_input_fields, num_output_fields;
575   CeedQFunctionField *qf_input_fields, *qf_output_fields;
576   CeedQFunction       qf;
577   CeedOperatorField  *op_input_fields, *op_output_fields;
578   CeedOperator_Hip   *impl;
579 
580   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
581   if (is_setup_done) return CEED_ERROR_SUCCESS;
582 
583   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
584   CeedCallBackend(CeedOperatorGetData(op, &impl));
585   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
586   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
587   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
588   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
589   {
590     CeedElemRestriction rstr_points = NULL;
591 
592     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, NULL));
593     CeedCallBackend(CeedElemRestrictionGetMaxPointsInElement(rstr_points, &max_num_points));
594     CeedCallBackend(CeedCalloc(num_elem, &impl->num_points));
595     for (CeedInt e = 0; e < num_elem; e++) {
596       CeedInt num_points_elem;
597 
598       CeedCallBackend(CeedElemRestrictionGetNumPointsInElement(rstr_points, e, &num_points_elem));
599       impl->num_points[e] = num_points_elem;
600     }
601     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
602   }
603   impl->max_num_points = max_num_points;
604 
605   // Allocate
606   CeedCallBackend(CeedCalloc(num_input_fields, &impl->e_vecs_in));
607   CeedCallBackend(CeedCalloc(num_output_fields, &impl->e_vecs_out));
608   CeedCallBackend(CeedCalloc(num_input_fields, &impl->skip_rstr_in));
609   CeedCallBackend(CeedCalloc(num_output_fields, &impl->skip_rstr_out));
610   CeedCallBackend(CeedCalloc(num_output_fields, &impl->apply_add_basis_out));
611   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_field_order));
612   CeedCallBackend(CeedCalloc(num_output_fields, &impl->output_field_order));
613   CeedCallBackend(CeedCalloc(num_input_fields, &impl->input_states));
614   CeedCallBackend(CeedCalloc(num_input_fields, &impl->q_vecs_in));
615   CeedCallBackend(CeedCalloc(num_output_fields, &impl->q_vecs_out));
616   impl->num_inputs  = num_input_fields;
617   impl->num_outputs = num_output_fields;
618 
619   // Set up infield and outfield e-vecs and q-vecs
620   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, true, true, impl->skip_rstr_in, NULL, impl->e_vecs_in, impl->q_vecs_in, num_input_fields,
621                                               max_num_points, num_elem));
622   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, false, true, impl->skip_rstr_out, impl->apply_add_basis_out, impl->e_vecs_out, impl->q_vecs_out,
623                                               num_output_fields, max_num_points, num_elem));
624 
625   // Reorder fields to allow reuse of buffers
626   impl->max_active_e_vec_len = 0;
627   {
628     bool    is_ordered[CEED_FIELD_MAX];
629     CeedInt curr_index = 0;
630 
631     for (CeedInt i = 0; i < num_input_fields; i++) is_ordered[i] = false;
632     for (CeedInt i = 0; i < num_input_fields; i++) {
633       CeedSize            e_vec_len_i;
634       CeedVector          vec_i;
635       CeedElemRestriction rstr_i;
636 
637       if (is_ordered[i]) continue;
638       is_ordered[i]                       = true;
639       impl->input_field_order[curr_index] = i;
640       curr_index++;
641       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec_i));
642       if (vec_i == CEED_VECTOR_NONE) continue;  // CEED_EVAL_WEIGHT
643       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &rstr_i));
644       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
645       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;
646       for (CeedInt j = i + 1; j < num_input_fields; j++) {
647         CeedVector          vec_j;
648         CeedElemRestriction rstr_j;
649 
650         CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[j], &vec_j));
651         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[j], &rstr_j));
652         if (rstr_i == rstr_j && vec_i == vec_j) {
653           is_ordered[j]                       = true;
654           impl->input_field_order[curr_index] = j;
655           curr_index++;
656         }
657       }
658     }
659   }
660   {
661     bool    is_ordered[CEED_FIELD_MAX];
662     CeedInt curr_index = 0;
663 
664     for (CeedInt i = 0; i < num_output_fields; i++) is_ordered[i] = false;
665     for (CeedInt i = 0; i < num_output_fields; i++) {
666       CeedSize            e_vec_len_i;
667       CeedVector          vec_i;
668       CeedElemRestriction rstr_i;
669 
670       if (is_ordered[i]) continue;
671       is_ordered[i]                        = true;
672       impl->output_field_order[curr_index] = i;
673       curr_index++;
674       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec_i));
675       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &rstr_i));
676       CeedCallBackend(CeedElemRestrictionGetEVectorSize(rstr_i, &e_vec_len_i));
677       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;
678       for (CeedInt j = i + 1; j < num_output_fields; j++) {
679         CeedVector          vec_j;
680         CeedElemRestriction rstr_j;
681 
682         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[j], &vec_j));
683         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &rstr_j));
684         if (rstr_i == rstr_j && vec_i == vec_j) {
685           is_ordered[j]                        = true;
686           impl->output_field_order[curr_index] = j;
687           curr_index++;
688         }
689       }
690     }
691   }
692 
693   CeedCallBackend(CeedOperatorSetSetupDone(op));
694   return CEED_ERROR_SUCCESS;
695 }
696 
697 //------------------------------------------------------------------------------
698 // Input Basis Action AtPoints
699 //------------------------------------------------------------------------------
700 static inline int CeedOperatorInputBasisAtPoints_Hip(CeedOperatorField op_input_field, CeedQFunctionField qf_input_field, CeedInt input_field,
701                                                      CeedVector in_vec, CeedVector active_e_vec, CeedInt num_elem, const CeedInt *num_points,
702                                                      const bool skip_active, CeedOperator_Hip *impl) {
703   bool         is_active = false;
704   CeedEvalMode eval_mode;
705   CeedVector   l_vec, e_vec = impl->e_vecs_in[input_field], q_vec = impl->q_vecs_in[input_field];
706 
707   // Skip active input
708   CeedCallBackend(CeedOperatorFieldGetVector(op_input_field, &l_vec));
709   is_active = l_vec == CEED_VECTOR_ACTIVE;
710   if (is_active && skip_active) return CEED_ERROR_SUCCESS;
711   if (is_active) {
712     l_vec = in_vec;
713     if (!e_vec) e_vec = active_e_vec;
714   }
715 
716   // Basis action
717   CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_field, &eval_mode));
718   switch (eval_mode) {
719     case CEED_EVAL_NONE: {
720       const CeedScalar *e_vec_array;
721 
722       if (e_vec) {
723         CeedCallBackend(CeedVectorGetArrayRead(e_vec, CEED_MEM_DEVICE, &e_vec_array));
724       } else {
725         CeedCallBackend(CeedVectorGetArrayRead(l_vec, CEED_MEM_DEVICE, &e_vec_array));
726       }
727       CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
728       break;
729     }
730     case CEED_EVAL_INTERP:
731     case CEED_EVAL_GRAD:
732     case CEED_EVAL_DIV:
733     case CEED_EVAL_CURL: {
734       CeedBasis basis;
735 
736       CeedCallBackend(CeedOperatorFieldGetBasis(op_input_field, &basis));
737       CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, eval_mode, impl->point_coords_elem, e_vec, q_vec));
738       break;
739     }
740     case CEED_EVAL_WEIGHT:
741       break;  // No action
742   }
743   return CEED_ERROR_SUCCESS;
744 }
745 
746 //------------------------------------------------------------------------------
747 // Apply and add to output AtPoints
748 //------------------------------------------------------------------------------
749 static int CeedOperatorApplyAddAtPoints_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
750   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
751   Ceed                ceed;
752   CeedVector          active_e_vec;
753   CeedQFunctionField *qf_input_fields, *qf_output_fields;
754   CeedQFunction       qf;
755   CeedOperatorField  *op_input_fields, *op_output_fields;
756   CeedOperator_Hip   *impl;
757 
758   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
759   CeedCallBackend(CeedOperatorGetData(op, &impl));
760   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
761   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
762   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
763   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
764 
765   // Setup
766   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
767   num_points     = impl->num_points;
768   max_num_points = impl->max_num_points;
769 
770   // Work vector
771   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec));
772 
773   // Get point coordinates
774   if (!impl->point_coords_elem) {
775     CeedVector          point_coords = NULL;
776     CeedElemRestriction rstr_points  = NULL;
777 
778     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
779     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
780     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
781     CeedCallBackend(CeedVectorDestroy(&point_coords));
782     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
783   }
784 
785   // Process inputs
786   for (CeedInt i = 0; i < num_input_fields; i++) {
787     CeedInt field = impl->input_field_order[i];
788 
789     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, false, impl, request));
790     CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[field], qf_input_fields[field], field, in_vec, active_e_vec, num_elem,
791                                                        num_points, false, impl));
792   }
793 
794   // Output pointers, as necessary
795   for (CeedInt i = 0; i < num_output_fields; i++) {
796     CeedEvalMode eval_mode;
797 
798     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
799     if (eval_mode == CEED_EVAL_NONE) {
800       CeedScalar *e_vec_array;
801 
802       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
803       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
804     }
805   }
806 
807   // Q function
808   CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
809 
810   // Restore input arrays
811   for (CeedInt i = 0; i < num_input_fields; i++) {
812     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, in_vec, active_e_vec, false, impl));
813   }
814 
815   // Output basis and restriction
816   for (CeedInt i = 0; i < num_output_fields; i++) {
817     bool                is_active = false;
818     CeedInt             field     = impl->output_field_order[i];
819     CeedEvalMode        eval_mode;
820     CeedVector          l_vec, e_vec = impl->e_vecs_out[field], q_vec = impl->q_vecs_out[field];
821     CeedElemRestriction elem_rstr;
822     CeedBasis           basis;
823 
824     // Output vector
825     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[field], &l_vec));
826     is_active = l_vec == CEED_VECTOR_ACTIVE;
827     if (is_active) {
828       l_vec = out_vec;
829       if (!e_vec) e_vec = active_e_vec;
830     }
831 
832     // Basis action
833     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[field], &eval_mode));
834     switch (eval_mode) {
835       case CEED_EVAL_NONE:
836         break;  // No action
837       case CEED_EVAL_INTERP:
838       case CEED_EVAL_GRAD:
839       case CEED_EVAL_DIV:
840       case CEED_EVAL_CURL:
841         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[field], &basis));
842         if (impl->apply_add_basis_out[field]) {
843           CeedCallBackend(CeedBasisApplyAddAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
844         } else {
845           CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
846         }
847         break;
848       // LCOV_EXCL_START
849       case CEED_EVAL_WEIGHT: {
850         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
851         // LCOV_EXCL_STOP
852       }
853     }
854 
855     // Restore evec
856     if (eval_mode == CEED_EVAL_NONE) {
857       CeedScalar *e_vec_array;
858 
859       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
860       CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
861     }
862 
863     // Restrict
864     if (impl->skip_rstr_out[field]) continue;
865     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[field], &elem_rstr));
866     CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, l_vec, request));
867   }
868 
869   // Restore work vector
870   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec));
871   return CEED_ERROR_SUCCESS;
872 }
873 
874 //------------------------------------------------------------------------------
875 // Linear QFunction Assembly Core
876 //------------------------------------------------------------------------------
877 static inline int CeedOperatorLinearAssembleQFunctionCore_Hip(CeedOperator op, bool build_objects, CeedVector *assembled, CeedElemRestriction *rstr,
878                                                               CeedRequest *request) {
879   Ceed                ceed, ceed_parent;
880   CeedInt             num_active_in, num_active_out, Q, num_elem, num_input_fields, num_output_fields, size;
881   CeedScalar         *assembled_array;
882   CeedVector         *active_inputs;
883   CeedQFunctionField *qf_input_fields, *qf_output_fields;
884   CeedQFunction       qf;
885   CeedOperatorField  *op_input_fields, *op_output_fields;
886   CeedOperator_Hip   *impl;
887 
888   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
889   CeedCallBackend(CeedOperatorGetFallbackParentCeed(op, &ceed_parent));
890   CeedCallBackend(CeedOperatorGetData(op, &impl));
891   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
892   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
893   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
894   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
895   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
896   active_inputs = impl->qf_active_in;
897   num_active_in = impl->num_active_in, num_active_out = impl->num_active_out;
898 
899   // Setup
900   CeedCallBackend(CeedOperatorSetup_Hip(op));
901 
902   // Process inputs
903   for (CeedInt i = 0; i < num_input_fields; i++) {
904     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
905     CeedCallBackend(CeedOperatorInputBasis_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, true, impl));
906   }
907 
908   // Count number of active input fields
909   if (!num_active_in) {
910     for (CeedInt i = 0; i < num_input_fields; i++) {
911       CeedScalar *q_vec_array;
912       CeedVector  l_vec;
913 
914       // Check if active input
915       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
916       if (l_vec == CEED_VECTOR_ACTIVE) {
917         CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
918         CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
919         CeedCallBackend(CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &q_vec_array));
920         CeedCallBackend(CeedRealloc(num_active_in + size, &active_inputs));
921         for (CeedInt field = 0; field < size; field++) {
922           CeedSize q_size = (CeedSize)Q * num_elem;
923 
924           CeedCallBackend(CeedVectorCreate(ceed, q_size, &active_inputs[num_active_in + field]));
925           CeedCallBackend(
926               CeedVectorSetArray(active_inputs[num_active_in + field], CEED_MEM_DEVICE, CEED_USE_POINTER, &q_vec_array[field * Q * num_elem]));
927         }
928         num_active_in += size;
929         CeedCallBackend(CeedVectorRestoreArray(impl->q_vecs_in[i], &q_vec_array));
930       }
931     }
932     impl->num_active_in = num_active_in;
933     impl->qf_active_in  = active_inputs;
934   }
935 
936   // Count number of active output fields
937   if (!num_active_out) {
938     for (CeedInt i = 0; i < num_output_fields; i++) {
939       CeedVector l_vec;
940 
941       // Check if active output
942       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &l_vec));
943       if (l_vec == CEED_VECTOR_ACTIVE) {
944         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
945         num_active_out += size;
946       }
947     }
948     impl->num_active_out = num_active_out;
949   }
950 
951   // Check sizes
952   CeedCheck(num_active_in > 0 && num_active_out > 0, ceed, CEED_ERROR_BACKEND, "Cannot assemble QFunction without active inputs and outputs");
953 
954   // Build objects if needed
955   if (build_objects) {
956     CeedSize l_size     = (CeedSize)num_elem * Q * num_active_in * num_active_out;
957     CeedInt  strides[3] = {1, num_elem * Q, Q}; /* *NOPAD* */
958 
959     // Create output restriction
960     CeedCallBackend(CeedElemRestrictionCreateStrided(ceed_parent, num_elem, Q, num_active_in * num_active_out,
961                                                      (CeedSize)num_active_in * (CeedSize)num_active_out * (CeedSize)num_elem * (CeedSize)Q, strides,
962                                                      rstr));
963     // Create assembled vector
964     CeedCallBackend(CeedVectorCreate(ceed_parent, l_size, assembled));
965   }
966   CeedCallBackend(CeedVectorSetValue(*assembled, 0.0));
967   CeedCallBackend(CeedVectorGetArray(*assembled, CEED_MEM_DEVICE, &assembled_array));
968 
969   // Assemble QFunction
970   for (CeedInt in = 0; in < num_active_in; in++) {
971     // Set Inputs
972     CeedCallBackend(CeedVectorSetValue(active_inputs[in], 1.0));
973     if (num_active_in > 1) {
974       CeedCallBackend(CeedVectorSetValue(active_inputs[(in + num_active_in - 1) % num_active_in], 0.0));
975     }
976     // Set Outputs
977     for (CeedInt out = 0; out < num_output_fields; out++) {
978       CeedVector l_vec;
979 
980       // Get output vector
981       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
982       // Check if active output
983       if (l_vec == CEED_VECTOR_ACTIVE) {
984         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, CEED_USE_POINTER, assembled_array));
985         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[out], &size));
986         assembled_array += size * Q * num_elem;  // Advance the pointer by the size of the output
987       }
988     }
989     // Apply QFunction
990     CeedCallBackend(CeedQFunctionApply(qf, Q * num_elem, impl->q_vecs_in, impl->q_vecs_out));
991   }
992 
993   // Un-set output q-vecs to prevent accidental overwrite of Assembled
994   for (CeedInt out = 0; out < num_output_fields; out++) {
995     CeedVector l_vec;
996 
997     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &l_vec));
998     if (l_vec == CEED_VECTOR_ACTIVE) {
999       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, NULL));
1000     }
1001   }
1002 
1003   // Restore input arrays
1004   for (CeedInt i = 0; i < num_input_fields; i++) {
1005     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
1006   }
1007 
1008   // Restore output
1009   CeedCallBackend(CeedVectorRestoreArray(*assembled, &assembled_array));
1010   return CEED_ERROR_SUCCESS;
1011 }
1012 
1013 //------------------------------------------------------------------------------
1014 // Assemble Linear QFunction
1015 //------------------------------------------------------------------------------
1016 static int CeedOperatorLinearAssembleQFunction_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1017   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, true, assembled, rstr, request);
1018 }
1019 
1020 //------------------------------------------------------------------------------
1021 // Update Assembled Linear QFunction
1022 //------------------------------------------------------------------------------
1023 static int CeedOperatorLinearAssembleQFunctionUpdate_Hip(CeedOperator op, CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
1024   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, false, &assembled, &rstr, request);
1025 }
1026 
1027 //------------------------------------------------------------------------------
1028 // Assemble Diagonal Setup
1029 //------------------------------------------------------------------------------
1030 static inline int CeedOperatorAssembleDiagonalSetup_Hip(CeedOperator op) {
1031   Ceed                ceed;
1032   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1033   CeedInt             q_comp, num_nodes, num_qpts;
1034   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1035   CeedBasis           basis_in = NULL, basis_out = NULL;
1036   CeedQFunctionField *qf_fields;
1037   CeedQFunction       qf;
1038   CeedOperatorField  *op_fields;
1039   CeedOperator_Hip   *impl;
1040 
1041   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1042   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1043   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1044 
1045   // Determine active input basis
1046   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1047   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1048   for (CeedInt i = 0; i < num_input_fields; i++) {
1049     CeedVector vec;
1050 
1051     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1052     if (vec == CEED_VECTOR_ACTIVE) {
1053       CeedBasis    basis;
1054       CeedEvalMode eval_mode;
1055 
1056       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1057       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND,
1058                 "Backend does not implement operator diagonal assembly with multiple active bases");
1059       basis_in = basis;
1060       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1061       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1062       if (eval_mode != CEED_EVAL_WEIGHT) {
1063         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1064         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1065         for (CeedInt d = 0; d < q_comp; d++) eval_modes_in[num_eval_modes_in + d] = eval_mode;
1066         num_eval_modes_in += q_comp;
1067       }
1068     }
1069   }
1070 
1071   // Determine active output basis
1072   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1073   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1074   for (CeedInt i = 0; i < num_output_fields; i++) {
1075     CeedVector vec;
1076 
1077     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1078     if (vec == CEED_VECTOR_ACTIVE) {
1079       CeedBasis    basis;
1080       CeedEvalMode eval_mode;
1081 
1082       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
1083       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1084                 "Backend does not implement operator diagonal assembly with multiple active bases");
1085       basis_out = basis;
1086       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1087       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1088       if (eval_mode != CEED_EVAL_WEIGHT) {
1089         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
1090         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1091         for (CeedInt d = 0; d < q_comp; d++) eval_modes_out[num_eval_modes_out + d] = eval_mode;
1092         num_eval_modes_out += q_comp;
1093       }
1094     }
1095   }
1096 
1097   // Operator data struct
1098   CeedCallBackend(CeedOperatorGetData(op, &impl));
1099   CeedCallBackend(CeedCalloc(1, &impl->diag));
1100   CeedOperatorDiag_Hip *diag = impl->diag;
1101 
1102   // Basis matrices
1103   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1104   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1105   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1106   const CeedInt interp_bytes     = num_nodes * num_qpts * sizeof(CeedScalar);
1107   const CeedInt eval_modes_bytes = sizeof(CeedEvalMode);
1108   bool          has_eval_none    = false;
1109 
1110   // CEED_EVAL_NONE
1111   for (CeedInt i = 0; i < num_eval_modes_in; i++) has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1112   for (CeedInt i = 0; i < num_eval_modes_out; i++) has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1113   if (has_eval_none) {
1114     CeedScalar *identity = NULL;
1115 
1116     CeedCallBackend(CeedCalloc(num_nodes * num_qpts, &identity));
1117     for (CeedInt i = 0; i < (num_nodes < num_qpts ? num_nodes : num_qpts); i++) identity[i * num_nodes + i] = 1.0;
1118     CeedCallHip(ceed, hipMalloc((void **)&diag->d_identity, interp_bytes));
1119     CeedCallHip(ceed, hipMemcpy(diag->d_identity, identity, interp_bytes, hipMemcpyHostToDevice));
1120     CeedCallBackend(CeedFree(&identity));
1121   }
1122 
1123   // CEED_EVAL_INTERP, CEED_EVAL_GRAD, CEED_EVAL_DIV, and CEED_EVAL_CURL
1124   for (CeedInt in = 0; in < 2; in++) {
1125     CeedFESpace fespace;
1126     CeedBasis   basis = in ? basis_in : basis_out;
1127 
1128     CeedCallBackend(CeedBasisGetFESpace(basis, &fespace));
1129     switch (fespace) {
1130       case CEED_FE_SPACE_H1: {
1131         CeedInt           q_comp_interp, q_comp_grad;
1132         const CeedScalar *interp, *grad;
1133         CeedScalar       *d_interp, *d_grad;
1134 
1135         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1136         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
1137 
1138         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1139         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1140         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1141         CeedCallBackend(CeedBasisGetGrad(basis, &grad));
1142         CeedCallHip(ceed, hipMalloc((void **)&d_grad, interp_bytes * q_comp_grad));
1143         CeedCallHip(ceed, hipMemcpy(d_grad, grad, interp_bytes * q_comp_grad, hipMemcpyHostToDevice));
1144         if (in) {
1145           diag->d_interp_in = d_interp;
1146           diag->d_grad_in   = d_grad;
1147         } else {
1148           diag->d_interp_out = d_interp;
1149           diag->d_grad_out   = d_grad;
1150         }
1151       } break;
1152       case CEED_FE_SPACE_HDIV: {
1153         CeedInt           q_comp_interp, q_comp_div;
1154         const CeedScalar *interp, *div;
1155         CeedScalar       *d_interp, *d_div;
1156 
1157         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1158         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
1159 
1160         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1161         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1162         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1163         CeedCallBackend(CeedBasisGetDiv(basis, &div));
1164         CeedCallHip(ceed, hipMalloc((void **)&d_div, interp_bytes * q_comp_div));
1165         CeedCallHip(ceed, hipMemcpy(d_div, div, interp_bytes * q_comp_div, hipMemcpyHostToDevice));
1166         if (in) {
1167           diag->d_interp_in = d_interp;
1168           diag->d_div_in    = d_div;
1169         } else {
1170           diag->d_interp_out = d_interp;
1171           diag->d_div_out    = d_div;
1172         }
1173       } break;
1174       case CEED_FE_SPACE_HCURL: {
1175         CeedInt           q_comp_interp, q_comp_curl;
1176         const CeedScalar *interp, *curl;
1177         CeedScalar       *d_interp, *d_curl;
1178 
1179         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
1180         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
1181 
1182         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
1183         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
1184         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
1185         CeedCallBackend(CeedBasisGetCurl(basis, &curl));
1186         CeedCallHip(ceed, hipMalloc((void **)&d_curl, interp_bytes * q_comp_curl));
1187         CeedCallHip(ceed, hipMemcpy(d_curl, curl, interp_bytes * q_comp_curl, hipMemcpyHostToDevice));
1188         if (in) {
1189           diag->d_interp_in = d_interp;
1190           diag->d_curl_in   = d_curl;
1191         } else {
1192           diag->d_interp_out = d_interp;
1193           diag->d_curl_out   = d_curl;
1194         }
1195       } break;
1196     }
1197   }
1198 
1199   // Arrays of eval_modes
1200   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_in, num_eval_modes_in * eval_modes_bytes));
1201   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_in, eval_modes_in, num_eval_modes_in * eval_modes_bytes, hipMemcpyHostToDevice));
1202   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_out, num_eval_modes_out * eval_modes_bytes));
1203   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_out, eval_modes_out, num_eval_modes_out * eval_modes_bytes, hipMemcpyHostToDevice));
1204   CeedCallBackend(CeedFree(&eval_modes_in));
1205   CeedCallBackend(CeedFree(&eval_modes_out));
1206   return CEED_ERROR_SUCCESS;
1207 }
1208 
1209 //------------------------------------------------------------------------------
1210 // Assemble Diagonal Setup (Compilation)
1211 //------------------------------------------------------------------------------
1212 static inline int CeedOperatorAssembleDiagonalSetupCompile_Hip(CeedOperator op, CeedInt use_ceedsize_idx, const bool is_point_block) {
1213   Ceed                ceed;
1214   char               *diagonal_kernel_source;
1215   const char         *diagonal_kernel_path;
1216   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1217   CeedInt             num_comp, q_comp, num_nodes, num_qpts;
1218   CeedBasis           basis_in = NULL, basis_out = NULL;
1219   CeedQFunctionField *qf_fields;
1220   CeedQFunction       qf;
1221   CeedOperatorField  *op_fields;
1222   CeedOperator_Hip   *impl;
1223 
1224   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1225   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1226   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
1227 
1228   // Determine active input basis
1229   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
1230   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1231   for (CeedInt i = 0; i < num_input_fields; i++) {
1232     CeedVector vec;
1233 
1234     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1235     if (vec == CEED_VECTOR_ACTIVE) {
1236       CeedEvalMode eval_mode;
1237 
1238       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis_in));
1239       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1240       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1241       if (eval_mode != CEED_EVAL_WEIGHT) {
1242         num_eval_modes_in += q_comp;
1243       }
1244     }
1245   }
1246 
1247   // Determine active output basis
1248   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
1249   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1250   for (CeedInt i = 0; i < num_output_fields; i++) {
1251     CeedVector vec;
1252 
1253     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
1254     if (vec == CEED_VECTOR_ACTIVE) {
1255       CeedEvalMode eval_mode;
1256 
1257       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis_out));
1258       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1259       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1260       if (eval_mode != CEED_EVAL_WEIGHT) {
1261         num_eval_modes_out += q_comp;
1262       }
1263     }
1264   }
1265 
1266   // Operator data struct
1267   CeedCallBackend(CeedOperatorGetData(op, &impl));
1268   CeedOperatorDiag_Hip *diag = impl->diag;
1269 
1270   // Assemble kernel
1271   hipModule_t *module          = is_point_block ? &diag->module_point_block : &diag->module;
1272   CeedInt      elems_per_block = 1;
1273   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
1274   CeedCallBackend(CeedBasisGetNumComponents(basis_in, &num_comp));
1275   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
1276   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
1277   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-operator-assemble-diagonal.h", &diagonal_kernel_path));
1278   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Diagonal Assembly Kernel Source -----\n");
1279   CeedCallBackend(CeedLoadSourceToBuffer(ceed, diagonal_kernel_path, &diagonal_kernel_source));
1280   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Diagonal Assembly Source Complete! -----\n");
1281   CeedCallHip(ceed, CeedCompile_Hip(ceed, diagonal_kernel_source, module, 8, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1282                                     num_eval_modes_out, "NUM_COMP", num_comp, "NUM_NODES", num_nodes, "NUM_QPTS", num_qpts, "USE_CEEDSIZE",
1283                                     use_ceedsize_idx, "USE_POINT_BLOCK", is_point_block ? 1 : 0, "BLOCK_SIZE", num_nodes * elems_per_block));
1284   CeedCallHip(ceed, CeedGetKernel_Hip(ceed, *module, "LinearDiagonal", is_point_block ? &diag->LinearPointBlock : &diag->LinearDiagonal));
1285   CeedCallBackend(CeedFree(&diagonal_kernel_path));
1286   CeedCallBackend(CeedFree(&diagonal_kernel_source));
1287   return CEED_ERROR_SUCCESS;
1288 }
1289 
1290 //------------------------------------------------------------------------------
1291 // Assemble Diagonal Core
1292 //------------------------------------------------------------------------------
1293 static inline int CeedOperatorAssembleDiagonalCore_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request, const bool is_point_block) {
1294   Ceed                ceed;
1295   CeedInt             num_elem, num_nodes;
1296   CeedScalar         *elem_diag_array;
1297   const CeedScalar   *assembled_qf_array;
1298   CeedVector          assembled_qf   = NULL, elem_diag;
1299   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out, diag_rstr;
1300   CeedOperator_Hip   *impl;
1301 
1302   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1303   CeedCallBackend(CeedOperatorGetData(op, &impl));
1304 
1305   // Assemble QFunction
1306   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, request));
1307   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1308   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1309 
1310   // Setup
1311   if (!impl->diag) CeedCallBackend(CeedOperatorAssembleDiagonalSetup_Hip(op));
1312   CeedOperatorDiag_Hip *diag = impl->diag;
1313 
1314   assert(diag != NULL);
1315 
1316   // Assemble kernel if needed
1317   if ((!is_point_block && !diag->LinearDiagonal) || (is_point_block && !diag->LinearPointBlock)) {
1318     CeedSize assembled_length, assembled_qf_length;
1319     CeedInt  use_ceedsize_idx = 0;
1320     CeedCallBackend(CeedVectorGetLength(assembled, &assembled_length));
1321     CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1322     if ((assembled_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1323 
1324     CeedCallBackend(CeedOperatorAssembleDiagonalSetupCompile_Hip(op, use_ceedsize_idx, is_point_block));
1325   }
1326 
1327   // Restriction and diagonal vector
1328   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1329   CeedCheck(rstr_in == rstr_out, ceed, CEED_ERROR_BACKEND,
1330             "Cannot assemble operator diagonal with different input and output active element restrictions");
1331   if (!is_point_block && !diag->diag_rstr) {
1332     CeedCallBackend(CeedElemRestrictionCreateUnsignedCopy(rstr_out, &diag->diag_rstr));
1333     CeedCallBackend(CeedElemRestrictionCreateVector(diag->diag_rstr, NULL, &diag->elem_diag));
1334   } else if (is_point_block && !diag->point_block_diag_rstr) {
1335     CeedCallBackend(CeedOperatorCreateActivePointBlockRestriction(rstr_out, &diag->point_block_diag_rstr));
1336     CeedCallBackend(CeedElemRestrictionCreateVector(diag->point_block_diag_rstr, NULL, &diag->point_block_elem_diag));
1337   }
1338   diag_rstr = is_point_block ? diag->point_block_diag_rstr : diag->diag_rstr;
1339   elem_diag = is_point_block ? diag->point_block_elem_diag : diag->elem_diag;
1340   CeedCallBackend(CeedVectorSetValue(elem_diag, 0.0));
1341 
1342   // Only assemble diagonal if the basis has nodes, otherwise inputs are null pointers
1343   CeedCallBackend(CeedElemRestrictionGetElementSize(diag_rstr, &num_nodes));
1344   if (num_nodes > 0) {
1345     // Assemble element operator diagonals
1346     CeedCallBackend(CeedElemRestrictionGetNumElements(diag_rstr, &num_elem));
1347     CeedCallBackend(CeedVectorGetArray(elem_diag, CEED_MEM_DEVICE, &elem_diag_array));
1348 
1349     // Compute the diagonal of B^T D B
1350     CeedInt elems_per_block = 1;
1351     CeedInt grid            = CeedDivUpInt(num_elem, elems_per_block);
1352     void   *args[]          = {(void *)&num_elem,      &diag->d_identity,       &diag->d_interp_in,  &diag->d_grad_in, &diag->d_div_in,
1353                                &diag->d_curl_in,       &diag->d_interp_out,     &diag->d_grad_out,   &diag->d_div_out, &diag->d_curl_out,
1354                                &diag->d_eval_modes_in, &diag->d_eval_modes_out, &assembled_qf_array, &elem_diag_array};
1355 
1356     if (is_point_block) {
1357       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearPointBlock, grid, num_nodes, 1, elems_per_block, args));
1358     } else {
1359       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearDiagonal, grid, num_nodes, 1, elems_per_block, args));
1360     }
1361 
1362     // Restore arrays
1363     CeedCallBackend(CeedVectorRestoreArray(elem_diag, &elem_diag_array));
1364     CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1365   }
1366 
1367   // Assemble local operator diagonal
1368   CeedCallBackend(CeedElemRestrictionApply(diag_rstr, CEED_TRANSPOSE, elem_diag, assembled, request));
1369 
1370   // Cleanup
1371   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1372   return CEED_ERROR_SUCCESS;
1373 }
1374 
1375 //------------------------------------------------------------------------------
1376 // Assemble Linear Diagonal
1377 //------------------------------------------------------------------------------
1378 static int CeedOperatorLinearAssembleAddDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1379   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, false));
1380   return CEED_ERROR_SUCCESS;
1381 }
1382 
1383 //------------------------------------------------------------------------------
1384 // Assemble Linear Point Block Diagonal
1385 //------------------------------------------------------------------------------
1386 static int CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1387   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, true));
1388   return CEED_ERROR_SUCCESS;
1389 }
1390 
1391 //------------------------------------------------------------------------------
1392 // Single Operator Assembly Setup
1393 //------------------------------------------------------------------------------
1394 static int CeedSingleOperatorAssembleSetup_Hip(CeedOperator op, CeedInt use_ceedsize_idx) {
1395   Ceed                ceed;
1396   Ceed_Hip           *Hip_data;
1397   char               *assembly_kernel_source;
1398   const char         *assembly_kernel_path;
1399   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
1400   CeedInt             elem_size_in, num_qpts_in = 0, num_comp_in, elem_size_out, num_qpts_out, num_comp_out, q_comp;
1401   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
1402   CeedElemRestriction rstr_in = NULL, rstr_out = NULL;
1403   CeedBasis           basis_in = NULL, basis_out = NULL;
1404   CeedQFunctionField *qf_fields;
1405   CeedQFunction       qf;
1406   CeedOperatorField  *input_fields, *output_fields;
1407   CeedOperator_Hip   *impl;
1408 
1409   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1410   CeedCallBackend(CeedOperatorGetData(op, &impl));
1411 
1412   // Get intput and output fields
1413   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &input_fields, &num_output_fields, &output_fields));
1414 
1415   // Determine active input basis eval mode
1416   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1417   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
1418   for (CeedInt i = 0; i < num_input_fields; i++) {
1419     CeedVector vec;
1420 
1421     CeedCallBackend(CeedOperatorFieldGetVector(input_fields[i], &vec));
1422     if (vec == CEED_VECTOR_ACTIVE) {
1423       CeedBasis    basis;
1424       CeedEvalMode eval_mode;
1425 
1426       CeedCallBackend(CeedOperatorFieldGetBasis(input_fields[i], &basis));
1427       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND, "Backend does not implement operator assembly with multiple active bases");
1428       basis_in = basis;
1429       CeedCallBackend(CeedOperatorFieldGetElemRestriction(input_fields[i], &rstr_in));
1430       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1431       if (basis_in == CEED_BASIS_NONE) num_qpts_in = elem_size_in;
1432       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts_in));
1433       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1434       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
1435       if (eval_mode != CEED_EVAL_WEIGHT) {
1436         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1437         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
1438         for (CeedInt d = 0; d < q_comp; d++) {
1439           eval_modes_in[num_eval_modes_in + d] = eval_mode;
1440         }
1441         num_eval_modes_in += q_comp;
1442       }
1443     }
1444   }
1445 
1446   // Determine active output basis; basis_out and rstr_out only used if same as input, TODO
1447   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1448   for (CeedInt i = 0; i < num_output_fields; i++) {
1449     CeedVector vec;
1450 
1451     CeedCallBackend(CeedOperatorFieldGetVector(output_fields[i], &vec));
1452     if (vec == CEED_VECTOR_ACTIVE) {
1453       CeedBasis    basis;
1454       CeedEvalMode eval_mode;
1455 
1456       CeedCallBackend(CeedOperatorFieldGetBasis(output_fields[i], &basis));
1457       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1458                 "Backend does not implement operator assembly with multiple active bases");
1459       basis_out = basis;
1460       CeedCallBackend(CeedOperatorFieldGetElemRestriction(output_fields[i], &rstr_out));
1461       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1462       if (basis_out == CEED_BASIS_NONE) num_qpts_out = elem_size_out;
1463       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_out, &num_qpts_out));
1464       CeedCheck(num_qpts_in == num_qpts_out, ceed, CEED_ERROR_UNSUPPORTED,
1465                 "Active input and output bases must have the same number of quadrature points");
1466       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1467       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1468       if (eval_mode != CEED_EVAL_WEIGHT) {
1469         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1470         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1471         for (CeedInt d = 0; d < q_comp; d++) {
1472           eval_modes_out[num_eval_modes_out + d] = eval_mode;
1473         }
1474         num_eval_modes_out += q_comp;
1475       }
1476     }
1477   }
1478   CeedCheck(num_eval_modes_in > 0 && num_eval_modes_out > 0, ceed, CEED_ERROR_UNSUPPORTED, "Cannot assemble operator without inputs/outputs");
1479 
1480   CeedCallBackend(CeedCalloc(1, &impl->asmb));
1481   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1482   asmb->elems_per_block          = 1;
1483   asmb->block_size_x             = elem_size_in;
1484   asmb->block_size_y             = elem_size_out;
1485 
1486   CeedCallBackend(CeedGetData(ceed, &Hip_data));
1487   bool fallback = asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block > Hip_data->device_prop.maxThreadsPerBlock;
1488 
1489   if (fallback) {
1490     // Use fallback kernel with 1D threadblock
1491     asmb->block_size_y = 1;
1492   }
1493 
1494   // Compile kernels
1495   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_in, &num_comp_in));
1496   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_out, &num_comp_out));
1497   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-operator-assemble.h", &assembly_kernel_path));
1498   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Assembly Kernel Source -----\n");
1499   CeedCallBackend(CeedLoadSourceToBuffer(ceed, assembly_kernel_path, &assembly_kernel_source));
1500   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Assembly Source Complete! -----\n");
1501   CeedCallBackend(CeedCompile_Hip(ceed, assembly_kernel_source, &asmb->module, 10, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1502                                   num_eval_modes_out, "NUM_COMP_IN", num_comp_in, "NUM_COMP_OUT", num_comp_out, "NUM_NODES_IN", elem_size_in,
1503                                   "NUM_NODES_OUT", elem_size_out, "NUM_QPTS", num_qpts_in, "BLOCK_SIZE",
1504                                   asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block, "BLOCK_SIZE_Y", asmb->block_size_y, "USE_CEEDSIZE",
1505                                   use_ceedsize_idx));
1506   CeedCallBackend(CeedGetKernel_Hip(ceed, asmb->module, "LinearAssemble", &asmb->LinearAssemble));
1507   CeedCallBackend(CeedFree(&assembly_kernel_path));
1508   CeedCallBackend(CeedFree(&assembly_kernel_source));
1509 
1510   // Load into B_in, in order that they will be used in eval_modes_in
1511   {
1512     const CeedInt in_bytes           = elem_size_in * num_qpts_in * num_eval_modes_in * sizeof(CeedScalar);
1513     CeedInt       d_in               = 0;
1514     CeedEvalMode  eval_modes_in_prev = CEED_EVAL_NONE;
1515     bool          has_eval_none      = false;
1516     CeedScalar   *identity           = NULL;
1517 
1518     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1519       has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1520     }
1521     if (has_eval_none) {
1522       CeedCallBackend(CeedCalloc(elem_size_in * num_qpts_in, &identity));
1523       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;
1524     }
1525 
1526     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_in, in_bytes));
1527     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1528       const CeedScalar *h_B_in;
1529 
1530       CeedCallBackend(CeedOperatorGetBasisPointer(basis_in, eval_modes_in[i], identity, &h_B_in));
1531       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_modes_in[i], &q_comp));
1532       if (q_comp > 1) {
1533         if (i == 0 || eval_modes_in[i] != eval_modes_in_prev) d_in = 0;
1534         else h_B_in = &h_B_in[(++d_in) * elem_size_in * num_qpts_in];
1535       }
1536       eval_modes_in_prev = eval_modes_in[i];
1537 
1538       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),
1539                                   hipMemcpyHostToDevice));
1540     }
1541 
1542     if (identity) {
1543       CeedCallBackend(CeedFree(&identity));
1544     }
1545   }
1546   CeedCallBackend(CeedFree(&eval_modes_in));
1547 
1548   // Load into B_out, in order that they will be used in eval_modes_out
1549   {
1550     const CeedInt out_bytes           = elem_size_out * num_qpts_out * num_eval_modes_out * sizeof(CeedScalar);
1551     CeedInt       d_out               = 0;
1552     CeedEvalMode  eval_modes_out_prev = CEED_EVAL_NONE;
1553     bool          has_eval_none       = false;
1554     CeedScalar   *identity            = NULL;
1555 
1556     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1557       has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1558     }
1559     if (has_eval_none) {
1560       CeedCallBackend(CeedCalloc(elem_size_out * num_qpts_out, &identity));
1561       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;
1562     }
1563 
1564     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_out, out_bytes));
1565     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1566       const CeedScalar *h_B_out;
1567 
1568       CeedCallBackend(CeedOperatorGetBasisPointer(basis_out, eval_modes_out[i], identity, &h_B_out));
1569       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_modes_out[i], &q_comp));
1570       if (q_comp > 1) {
1571         if (i == 0 || eval_modes_out[i] != eval_modes_out_prev) d_out = 0;
1572         else h_B_out = &h_B_out[(++d_out) * elem_size_out * num_qpts_out];
1573       }
1574       eval_modes_out_prev = eval_modes_out[i];
1575 
1576       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),
1577                                   hipMemcpyHostToDevice));
1578     }
1579 
1580     if (identity) {
1581       CeedCallBackend(CeedFree(&identity));
1582     }
1583   }
1584   CeedCallBackend(CeedFree(&eval_modes_out));
1585   return CEED_ERROR_SUCCESS;
1586 }
1587 
1588 //------------------------------------------------------------------------------
1589 // Assemble matrix data for COO matrix of assembled operator.
1590 // The sparsity pattern is set by CeedOperatorLinearAssembleSymbolic.
1591 //
1592 // Note that this (and other assembly routines) currently assume only one active input restriction/basis per operator
1593 // (could have multiple basis eval modes).
1594 // TODO: allow multiple active input restrictions/basis objects
1595 //------------------------------------------------------------------------------
1596 static int CeedSingleOperatorAssemble_Hip(CeedOperator op, CeedInt offset, CeedVector values) {
1597   Ceed                ceed;
1598   CeedSize            values_length = 0, assembled_qf_length = 0;
1599   CeedInt             use_ceedsize_idx = 0, num_elem_in, num_elem_out, elem_size_in, elem_size_out;
1600   CeedScalar         *values_array;
1601   const CeedScalar   *assembled_qf_array;
1602   CeedVector          assembled_qf   = NULL;
1603   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out;
1604   CeedRestrictionType rstr_type_in, rstr_type_out;
1605   const bool         *orients_in = NULL, *orients_out = NULL;
1606   const CeedInt8     *curl_orients_in = NULL, *curl_orients_out = NULL;
1607   CeedOperator_Hip   *impl;
1608 
1609   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1610   CeedCallBackend(CeedOperatorGetData(op, &impl));
1611 
1612   // Assemble QFunction
1613   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, CEED_REQUEST_IMMEDIATE));
1614   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1615   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1616 
1617   CeedCallBackend(CeedVectorGetLength(values, &values_length));
1618   CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1619   if ((values_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1620 
1621   // Setup
1622   if (!impl->asmb) CeedCallBackend(CeedSingleOperatorAssembleSetup_Hip(op, use_ceedsize_idx));
1623   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1624 
1625   assert(asmb != NULL);
1626 
1627   // Assemble element operator
1628   CeedCallBackend(CeedVectorGetArray(values, CEED_MEM_DEVICE, &values_array));
1629   values_array += offset;
1630 
1631   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1632   CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_in, &num_elem_in));
1633   CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1634 
1635   CeedCallBackend(CeedElemRestrictionGetType(rstr_in, &rstr_type_in));
1636   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1637     CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_in, CEED_MEM_DEVICE, &orients_in));
1638   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1639     CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_in, CEED_MEM_DEVICE, &curl_orients_in));
1640   }
1641 
1642   if (rstr_in != rstr_out) {
1643     CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_out, &num_elem_out));
1644     CeedCheck(num_elem_in == num_elem_out, ceed, CEED_ERROR_UNSUPPORTED,
1645               "Active input and output operator restrictions must have the same number of elements");
1646     CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1647 
1648     CeedCallBackend(CeedElemRestrictionGetType(rstr_out, &rstr_type_out));
1649     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1650       CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_out, CEED_MEM_DEVICE, &orients_out));
1651     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1652       CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_out, CEED_MEM_DEVICE, &curl_orients_out));
1653     }
1654   } else {
1655     elem_size_out    = elem_size_in;
1656     orients_out      = orients_in;
1657     curl_orients_out = curl_orients_in;
1658   }
1659 
1660   // Compute B^T D B
1661   CeedInt shared_mem =
1662       ((curl_orients_in || curl_orients_out ? elem_size_in * elem_size_out : 0) + (curl_orients_in ? elem_size_in * asmb->block_size_y : 0)) *
1663       sizeof(CeedScalar);
1664   CeedInt grid   = CeedDivUpInt(num_elem_in, asmb->elems_per_block);
1665   void   *args[] = {(void *)&num_elem_in, &asmb->d_B_in,     &asmb->d_B_out,      &orients_in,  &curl_orients_in,
1666                     &orients_out,         &curl_orients_out, &assembled_qf_array, &values_array};
1667 
1668   CeedCallBackend(
1669       CeedRunKernelDimShared_Hip(ceed, asmb->LinearAssemble, grid, asmb->block_size_x, asmb->block_size_y, asmb->elems_per_block, shared_mem, args));
1670 
1671   // Restore arrays
1672   CeedCallBackend(CeedVectorRestoreArray(values, &values_array));
1673   CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1674 
1675   // Cleanup
1676   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1677   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1678     CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_in, &orients_in));
1679   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1680     CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_in, &curl_orients_in));
1681   }
1682   if (rstr_in != rstr_out) {
1683     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1684       CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_out, &orients_out));
1685     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1686       CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_out, &curl_orients_out));
1687     }
1688   }
1689   return CEED_ERROR_SUCCESS;
1690 }
1691 
1692 //------------------------------------------------------------------------------
1693 // Assemble Linear QFunction AtPoints
1694 //------------------------------------------------------------------------------
1695 static int CeedOperatorLinearAssembleQFunctionAtPoints_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
1696   return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "Backend does not implement CeedOperatorLinearAssembleQFunction");
1697 }
1698 
1699 //------------------------------------------------------------------------------
1700 // Assemble Linear Diagonal AtPoints
1701 //------------------------------------------------------------------------------
1702 static int CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
1703   CeedInt             max_num_points, *num_points, num_elem, num_input_fields, num_output_fields;
1704   Ceed                ceed;
1705   CeedVector          active_e_vec_in, active_e_vec_out;
1706   CeedQFunctionField *qf_input_fields, *qf_output_fields;
1707   CeedQFunction       qf;
1708   CeedOperatorField  *op_input_fields, *op_output_fields;
1709   CeedOperator_Hip   *impl;
1710 
1711   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1712   CeedCallBackend(CeedOperatorGetData(op, &impl));
1713   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
1714   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
1715   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
1716   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
1717 
1718   // Setup
1719   CeedCallBackend(CeedOperatorSetupAtPoints_Hip(op));
1720   num_points     = impl->num_points;
1721   max_num_points = impl->max_num_points;
1722 
1723   // Work vector
1724   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_in));
1725   CeedCallBackend(CeedGetWorkVector(ceed, impl->max_active_e_vec_len, &active_e_vec_out));
1726   {
1727     CeedSize length_in, length_out;
1728 
1729     CeedCallBackend(CeedVectorGetLength(active_e_vec_in, &length_in));
1730     CeedCallBackend(CeedVectorGetLength(active_e_vec_out, &length_out));
1731     // Need input e_vec to be longer
1732     if (length_in < length_out) {
1733       CeedVector temp = active_e_vec_in;
1734 
1735       active_e_vec_in  = active_e_vec_out;
1736       active_e_vec_out = temp;
1737     }
1738   }
1739 
1740   // Get point coordinates
1741   if (!impl->point_coords_elem) {
1742     CeedVector          point_coords = NULL;
1743     CeedElemRestriction rstr_points  = NULL;
1744 
1745     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, &point_coords));
1746     CeedCallBackend(CeedElemRestrictionCreateVector(rstr_points, NULL, &impl->point_coords_elem));
1747     CeedCallBackend(CeedElemRestrictionApply(rstr_points, CEED_NOTRANSPOSE, point_coords, impl->point_coords_elem, request));
1748     CeedCallBackend(CeedVectorDestroy(&point_coords));
1749     CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
1750   }
1751 
1752   // Process inputs
1753   for (CeedInt i = 0; i < num_input_fields; i++) {
1754     CeedCallBackend(CeedOperatorInputRestrict_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl, request));
1755     CeedCallBackend(CeedOperatorInputBasisAtPoints_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, num_elem, num_points, true, impl));
1756   }
1757 
1758   // Clear active input Qvecs
1759   for (CeedInt i = 0; i < num_input_fields; i++) {
1760     CeedVector vec;
1761 
1762     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
1763     if (vec != CEED_VECTOR_ACTIVE) continue;
1764     CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
1765   }
1766 
1767   // Output pointers, as necessary
1768   for (CeedInt i = 0; i < num_output_fields; i++) {
1769     CeedEvalMode eval_mode;
1770 
1771     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
1772     if (eval_mode == CEED_EVAL_NONE) {
1773       CeedScalar *e_vec_array;
1774 
1775       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_out[i], CEED_MEM_DEVICE, &e_vec_array));
1776       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
1777     }
1778   }
1779 
1780   // Loop over active fields
1781   for (CeedInt i = 0; i < num_input_fields; i++) {
1782     bool                is_active_at_points = true;
1783     CeedInt             elem_size = 1, num_comp_active = 1, e_vec_size = 0;
1784     CeedRestrictionType rstr_type;
1785     CeedVector          l_vec;
1786     CeedElemRestriction elem_rstr;
1787 
1788     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
1789     // -- Skip non-active input
1790     if (l_vec != CEED_VECTOR_ACTIVE) continue;
1791 
1792     // -- Get active restriction type
1793     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &elem_rstr));
1794     CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1795     is_active_at_points = rstr_type == CEED_RESTRICTION_POINTS;
1796     if (!is_active_at_points) CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1797     else elem_size = max_num_points;
1798     CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp_active));
1799 
1800     e_vec_size = elem_size * num_comp_active;
1801     for (CeedInt s = 0; s < e_vec_size; s++) {
1802       bool         is_active_input = false;
1803       CeedEvalMode eval_mode;
1804       CeedVector   l_vec, q_vec = impl->q_vecs_in[i];
1805       CeedBasis    basis;
1806 
1807       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &l_vec));
1808       // Skip non-active input
1809       is_active_input = l_vec == CEED_VECTOR_ACTIVE;
1810       if (!is_active_input) continue;
1811 
1812       // Update unit vector
1813       if (s == 0) CeedCallBackend(CeedVectorSetValue(active_e_vec_in, 0.0));
1814       else CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, s - 1, e_vec_size, 0.0));
1815       CeedCallBackend(CeedVectorSetValueStrided(active_e_vec_in, s, e_vec_size, 1.0));
1816 
1817       // Basis action
1818       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
1819       switch (eval_mode) {
1820         case CEED_EVAL_NONE: {
1821           const CeedScalar *e_vec_array;
1822 
1823           CeedCallBackend(CeedVectorGetArrayRead(active_e_vec_in, CEED_MEM_DEVICE, &e_vec_array));
1824           CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, (CeedScalar *)e_vec_array));
1825           break;
1826         }
1827         case CEED_EVAL_INTERP:
1828         case CEED_EVAL_GRAD:
1829         case CEED_EVAL_DIV:
1830         case CEED_EVAL_CURL:
1831           CeedCallBackend(CeedOperatorFieldGetBasis(op_input_fields[i], &basis));
1832           CeedCallBackend(
1833               CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_NOTRANSPOSE, eval_mode, impl->point_coords_elem, active_e_vec_in, q_vec));
1834           break;
1835         case CEED_EVAL_WEIGHT:
1836           break;  // No action
1837       }
1838 
1839       // Q function
1840       CeedCallBackend(CeedQFunctionApply(qf, num_elem * max_num_points, impl->q_vecs_in, impl->q_vecs_out));
1841 
1842       // Output basis apply if needed
1843       for (CeedInt j = 0; j < num_output_fields; j++) {
1844         bool                is_active_output = false;
1845         CeedInt             elem_size        = 0;
1846         CeedRestrictionType rstr_type;
1847         CeedEvalMode        eval_mode;
1848         CeedVector          l_vec, e_vec = impl->e_vecs_out[j], q_vec = impl->q_vecs_out[j];
1849         CeedElemRestriction elem_rstr;
1850         CeedBasis           basis;
1851 
1852         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[j], &l_vec));
1853         // ---- Skip non-active output
1854         is_active_output = l_vec == CEED_VECTOR_ACTIVE;
1855         if (!is_active_output) continue;
1856         if (!e_vec) e_vec = active_e_vec_out;
1857 
1858         // ---- Check if elem size matches
1859         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &elem_rstr));
1860         CeedCallBackend(CeedElemRestrictionGetType(elem_rstr, &rstr_type));
1861         if (is_active_at_points && rstr_type != CEED_RESTRICTION_POINTS) continue;
1862         if (rstr_type == CEED_RESTRICTION_POINTS) {
1863           CeedCallBackend(CeedElemRestrictionGetMaxPointsInElement(elem_rstr, &elem_size));
1864         } else {
1865           CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
1866         }
1867         {
1868           CeedInt num_comp = 0;
1869 
1870           CeedCallBackend(CeedElemRestrictionGetNumComponents(elem_rstr, &num_comp));
1871           if (e_vec_size != num_comp * elem_size) continue;
1872         }
1873 
1874         // Basis action
1875         CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[j], &eval_mode));
1876         switch (eval_mode) {
1877           case CEED_EVAL_NONE: {
1878             CeedScalar *e_vec_array;
1879 
1880             CeedCallBackend(CeedVectorTakeArray(q_vec, CEED_MEM_DEVICE, &e_vec_array));
1881             CeedCallBackend(CeedVectorRestoreArray(e_vec, &e_vec_array));
1882             break;
1883           }
1884           case CEED_EVAL_INTERP:
1885           case CEED_EVAL_GRAD:
1886           case CEED_EVAL_DIV:
1887           case CEED_EVAL_CURL:
1888             CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[j], &basis));
1889             CeedCallBackend(CeedBasisApplyAtPoints(basis, num_elem, num_points, CEED_TRANSPOSE, eval_mode, impl->point_coords_elem, q_vec, e_vec));
1890             break;
1891           // LCOV_EXCL_START
1892           case CEED_EVAL_WEIGHT: {
1893             return CeedError(CeedOperatorReturnCeed(op), CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
1894             // LCOV_EXCL_STOP
1895           }
1896         }
1897 
1898         // Mask output e-vec
1899         CeedCallBackend(CeedVectorPointwiseMult(e_vec, active_e_vec_in, e_vec));
1900 
1901         // Restrict
1902         CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[j], &elem_rstr));
1903         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, e_vec, assembled, request));
1904 
1905         // Reset q_vec for
1906         if (eval_mode == CEED_EVAL_NONE) {
1907           CeedScalar *e_vec_array;
1908 
1909           CeedCallBackend(CeedVectorGetArrayWrite(e_vec, CEED_MEM_DEVICE, &e_vec_array));
1910           CeedCallBackend(CeedVectorSetArray(q_vec, CEED_MEM_DEVICE, CEED_USE_POINTER, e_vec_array));
1911         }
1912       }
1913 
1914       // Reset vec
1915       if (s == e_vec_size - 1 && i != num_input_fields - 1) CeedCallBackend(CeedVectorSetValue(q_vec, 0.0));
1916     }
1917   }
1918 
1919   // Restore CEED_EVAL_NONE
1920   for (CeedInt i = 0; i < num_output_fields; i++) {
1921     CeedEvalMode eval_mode;
1922 
1923     // Get eval_mode
1924     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
1925 
1926     // Restore evec
1927     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
1928     if (eval_mode == CEED_EVAL_NONE) {
1929       CeedScalar *e_vec_array;
1930 
1931       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &e_vec_array));
1932       CeedCallBackend(CeedVectorRestoreArray(impl->e_vecs_in[i], &e_vec_array));
1933     }
1934   }
1935 
1936   // Restore input arrays
1937   for (CeedInt i = 0; i < num_input_fields; i++) {
1938     CeedCallBackend(CeedOperatorInputRestore_Hip(op_input_fields[i], qf_input_fields[i], i, NULL, NULL, true, impl));
1939   }
1940 
1941   // Restore work vector
1942   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_in));
1943   CeedCallBackend(CeedRestoreWorkVector(ceed, &active_e_vec_out));
1944   return CEED_ERROR_SUCCESS;
1945 }
1946 
1947 //------------------------------------------------------------------------------
1948 // Create operator
1949 //------------------------------------------------------------------------------
1950 int CeedOperatorCreate_Hip(CeedOperator op) {
1951   Ceed              ceed;
1952   CeedOperator_Hip *impl;
1953 
1954   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1955   CeedCallBackend(CeedCalloc(1, &impl));
1956   CeedCallBackend(CeedOperatorSetData(op, impl));
1957 
1958   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunction_Hip));
1959   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunctionUpdate", CeedOperatorLinearAssembleQFunctionUpdate_Hip));
1960   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonal_Hip));
1961   CeedCallBackend(
1962       CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddPointBlockDiagonal", CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip));
1963   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleSingle", CeedSingleOperatorAssemble_Hip));
1964   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Hip));
1965   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
1966   return CEED_ERROR_SUCCESS;
1967 }
1968 
1969 //------------------------------------------------------------------------------
1970 // Create operator AtPoints
1971 //------------------------------------------------------------------------------
1972 int CeedOperatorCreateAtPoints_Hip(CeedOperator op) {
1973   Ceed              ceed;
1974   CeedOperator_Hip *impl;
1975 
1976   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1977   CeedCallBackend(CeedCalloc(1, &impl));
1978   CeedCallBackend(CeedOperatorSetData(op, impl));
1979 
1980   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunctionAtPoints_Hip));
1981   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonalAtPoints_Hip));
1982   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAddAtPoints_Hip));
1983   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
1984   return CEED_ERROR_SUCCESS;
1985 }
1986 
1987 //------------------------------------------------------------------------------
1988