xref: /libCEED/backends/hip-ref/ceed-hip-ref-operator.c (revision ce5cfebda147877156c8888ef1ab40fd859726da)
1 // Copyright (c) 2017-2022, 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   for (CeedInt i = 0; i < impl->num_inputs + impl->num_outputs; i++) {
30     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs[i]));
31   }
32   CeedCallBackend(CeedFree(&impl->e_vecs));
33 
34   for (CeedInt i = 0; i < impl->num_inputs; i++) {
35     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_in[i]));
36   }
37   CeedCallBackend(CeedFree(&impl->q_vecs_in));
38 
39   for (CeedInt i = 0; i < impl->num_outputs; i++) {
40     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_out[i]));
41   }
42   CeedCallBackend(CeedFree(&impl->q_vecs_out));
43 
44   // QFunction assembly data
45   for (CeedInt i = 0; i < impl->num_active_in; i++) {
46     CeedCallBackend(CeedVectorDestroy(&impl->qf_active_in[i]));
47   }
48   CeedCallBackend(CeedFree(&impl->qf_active_in));
49 
50   // Diag data
51   if (impl->diag) {
52     Ceed ceed;
53 
54     CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
55     if (impl->diag->module) {
56       CeedCallHip(ceed, hipModuleUnload(impl->diag->module));
57     }
58     if (impl->diag->module_point_block) {
59       CeedCallHip(ceed, hipModuleUnload(impl->diag->module_point_block));
60     }
61     CeedCallHip(ceed, hipFree(impl->diag->d_eval_modes_in));
62     CeedCallHip(ceed, hipFree(impl->diag->d_eval_modes_out));
63     CeedCallHip(ceed, hipFree(impl->diag->d_identity));
64     CeedCallHip(ceed, hipFree(impl->diag->d_interp_in));
65     CeedCallHip(ceed, hipFree(impl->diag->d_interp_out));
66     CeedCallHip(ceed, hipFree(impl->diag->d_grad_in));
67     CeedCallHip(ceed, hipFree(impl->diag->d_grad_out));
68     CeedCallHip(ceed, hipFree(impl->diag->d_div_in));
69     CeedCallHip(ceed, hipFree(impl->diag->d_div_out));
70     CeedCallHip(ceed, hipFree(impl->diag->d_curl_in));
71     CeedCallHip(ceed, hipFree(impl->diag->d_curl_out));
72     CeedCallBackend(CeedElemRestrictionDestroy(&impl->diag->diag_rstr));
73     CeedCallBackend(CeedElemRestrictionDestroy(&impl->diag->point_block_diag_rstr));
74     CeedCallBackend(CeedVectorDestroy(&impl->diag->elem_diag));
75     CeedCallBackend(CeedVectorDestroy(&impl->diag->point_block_elem_diag));
76   }
77   CeedCallBackend(CeedFree(&impl->diag));
78 
79   if (impl->asmb) {
80     Ceed ceed;
81 
82     CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
83     CeedCallHip(ceed, hipModuleUnload(impl->asmb->module));
84     CeedCallHip(ceed, hipFree(impl->asmb->d_B_in));
85     CeedCallHip(ceed, hipFree(impl->asmb->d_B_out));
86   }
87   CeedCallBackend(CeedFree(&impl->asmb));
88 
89   CeedCallBackend(CeedFree(&impl));
90   return CEED_ERROR_SUCCESS;
91 }
92 
93 //------------------------------------------------------------------------------
94 // Setup infields or outfields
95 //------------------------------------------------------------------------------
96 static int CeedOperatorSetupFields_Hip(CeedQFunction qf, CeedOperator op, bool is_input, CeedVector *e_vecs, CeedVector *q_vecs, CeedInt start_e,
97                                        CeedInt num_fields, CeedInt Q, CeedInt num_elem) {
98   Ceed                ceed;
99   CeedQFunctionField *qf_fields;
100   CeedOperatorField  *op_fields;
101 
102   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
103   if (is_input) {
104     CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
105     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
106   } else {
107     CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
108     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
109   }
110 
111   // Loop over fields
112   for (CeedInt i = 0; i < num_fields; i++) {
113     bool         is_strided = false, skip_restriction = false;
114     CeedSize     q_size;
115     CeedInt      size;
116     CeedEvalMode eval_mode;
117     CeedBasis    basis;
118 
119     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
120     if (eval_mode != CEED_EVAL_WEIGHT) {
121       CeedElemRestriction elem_rstr;
122 
123       // Check whether this field can skip the element restriction:
124       // Must be passive input, with eval_mode NONE, and have a strided restriction with CEED_STRIDES_BACKEND.
125       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &elem_rstr));
126 
127       // First, check whether the field is input or output:
128       if (is_input) {
129         CeedVector vec;
130 
131         // Check for passive input
132         CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
133         if (vec != CEED_VECTOR_ACTIVE) {
134           // Check eval_mode
135           if (eval_mode == CEED_EVAL_NONE) {
136             // Check for strided restriction
137             CeedCallBackend(CeedElemRestrictionIsStrided(elem_rstr, &is_strided));
138             if (is_strided) {
139               // Check if vector is already in preferred backend ordering
140               CeedCallBackend(CeedElemRestrictionHasBackendStrides(elem_rstr, &skip_restriction));
141             }
142           }
143         }
144       }
145       if (skip_restriction) {
146         // We do not need an E-Vector, but will use the input field vector's data directly in the operator application.
147         e_vecs[i + start_e] = NULL;
148       } else {
149         CeedCallBackend(CeedElemRestrictionCreateVector(elem_rstr, NULL, &e_vecs[i + start_e]));
150       }
151     }
152 
153     switch (eval_mode) {
154       case CEED_EVAL_NONE:
155         CeedCallBackend(CeedQFunctionFieldGetSize(qf_fields[i], &size));
156         q_size = (CeedSize)num_elem * Q * size;
157         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
158         break;
159       case CEED_EVAL_INTERP:
160       case CEED_EVAL_GRAD:
161       case CEED_EVAL_DIV:
162       case CEED_EVAL_CURL:
163         CeedCallBackend(CeedQFunctionFieldGetSize(qf_fields[i], &size));
164         q_size = (CeedSize)num_elem * Q * size;
165         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
166         break;
167       case CEED_EVAL_WEIGHT:  // Only on input fields
168         CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
169         q_size = (CeedSize)num_elem * Q;
170         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
171         CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, q_vecs[i]));
172         break;
173     }
174   }
175   return CEED_ERROR_SUCCESS;
176 }
177 
178 //------------------------------------------------------------------------------
179 // CeedOperator needs to connect all the named fields (be they active or passive) to the named inputs and outputs of its CeedQFunction.
180 //------------------------------------------------------------------------------
181 static int CeedOperatorSetup_Hip(CeedOperator op) {
182   Ceed                ceed;
183   bool                is_setup_done;
184   CeedInt             Q, num_elem, num_input_fields, num_output_fields;
185   CeedQFunctionField *qf_input_fields, *qf_output_fields;
186   CeedQFunction       qf;
187   CeedOperatorField  *op_input_fields, *op_output_fields;
188   CeedOperator_Hip   *impl;
189 
190   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
191   if (is_setup_done) return CEED_ERROR_SUCCESS;
192 
193   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
194   CeedCallBackend(CeedOperatorGetData(op, &impl));
195   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
196   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
197   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
198   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
199   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
200 
201   // Allocate
202   CeedCallBackend(CeedCalloc(num_input_fields + num_output_fields, &impl->e_vecs));
203   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_in));
204   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_out));
205   impl->num_inputs  = num_input_fields;
206   impl->num_outputs = num_output_fields;
207 
208   // Set up infield and outfield e_vecs and q_vecs
209   // Infields
210   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, true, impl->e_vecs, impl->q_vecs_in, 0, num_input_fields, Q, num_elem));
211   // Outfields
212   CeedCallBackend(CeedOperatorSetupFields_Hip(qf, op, false, impl->e_vecs, impl->q_vecs_out, num_input_fields, num_output_fields, Q, num_elem));
213 
214   CeedCallBackend(CeedOperatorSetSetupDone(op));
215   return CEED_ERROR_SUCCESS;
216 }
217 
218 //------------------------------------------------------------------------------
219 // Setup Operator Inputs
220 //------------------------------------------------------------------------------
221 static inline int CeedOperatorSetupInputs_Hip(CeedInt num_input_fields, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
222                                               CeedVector in_vec, const bool skip_active, CeedScalar *e_data[2 * CEED_FIELD_MAX],
223                                               CeedOperator_Hip *impl, CeedRequest *request) {
224   for (CeedInt i = 0; i < num_input_fields; i++) {
225     CeedEvalMode        eval_mode;
226     CeedVector          vec;
227     CeedElemRestriction elem_rstr;
228 
229     // Get input vector
230     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
231     if (vec == CEED_VECTOR_ACTIVE) {
232       if (skip_active) continue;
233       else vec = in_vec;
234     }
235 
236     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
237     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
238     } else {
239       // Get input vector
240       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
241       // Get input element restriction
242       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &elem_rstr));
243       if (vec == CEED_VECTOR_ACTIVE) vec = in_vec;
244       // Restrict, if necessary
245       if (!impl->e_vecs[i]) {
246         // No restriction for this field; read data directly from vec.
247         CeedCallBackend(CeedVectorGetArrayRead(vec, CEED_MEM_DEVICE, (const CeedScalar **)&e_data[i]));
248       } else {
249         CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_NOTRANSPOSE, vec, impl->e_vecs[i], request));
250         // Get evec
251         CeedCallBackend(CeedVectorGetArrayRead(impl->e_vecs[i], CEED_MEM_DEVICE, (const CeedScalar **)&e_data[i]));
252       }
253     }
254   }
255   return CEED_ERROR_SUCCESS;
256 }
257 
258 //------------------------------------------------------------------------------
259 // Input Basis Action
260 //------------------------------------------------------------------------------
261 static inline int CeedOperatorInputBasis_Hip(CeedInt num_elem, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
262                                              CeedInt num_input_fields, const bool skip_active, CeedScalar *e_data[2 * CEED_FIELD_MAX],
263                                              CeedOperator_Hip *impl) {
264   for (CeedInt i = 0; i < num_input_fields; i++) {
265     CeedInt             elem_size, size;
266     CeedEvalMode        eval_mode;
267     CeedElemRestriction elem_rstr;
268     CeedBasis           basis;
269 
270     // Skip active input
271     if (skip_active) {
272       CeedVector vec;
273 
274       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
275       if (vec == CEED_VECTOR_ACTIVE) continue;
276     }
277     // Get elem_size, eval_mode, size
278     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &elem_rstr));
279     CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
280     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
281     CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
282     // Basis action
283     switch (eval_mode) {
284       case CEED_EVAL_NONE:
285         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_data[i]));
286         break;
287       case CEED_EVAL_INTERP:
288       case CEED_EVAL_GRAD:
289       case CEED_EVAL_DIV:
290       case CEED_EVAL_CURL:
291         CeedCallBackend(CeedOperatorFieldGetBasis(op_input_fields[i], &basis));
292         CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_NOTRANSPOSE, eval_mode, impl->e_vecs[i], impl->q_vecs_in[i]));
293         break;
294       case CEED_EVAL_WEIGHT:
295         break;  // No action
296     }
297   }
298   return CEED_ERROR_SUCCESS;
299 }
300 
301 //------------------------------------------------------------------------------
302 // Restore Input Vectors
303 //------------------------------------------------------------------------------
304 static inline int CeedOperatorRestoreInputs_Hip(CeedInt num_input_fields, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
305                                                 const bool skip_active, CeedScalar *e_data[2 * CEED_FIELD_MAX], CeedOperator_Hip *impl) {
306   for (CeedInt i = 0; i < num_input_fields; i++) {
307     CeedEvalMode eval_mode;
308     CeedVector   vec;
309 
310     // Skip active input
311     if (skip_active) {
312       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
313       if (vec == CEED_VECTOR_ACTIVE) continue;
314     }
315     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
316     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
317     } else {
318       if (!impl->e_vecs[i]) {  // This was a skip_restriction case
319         CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
320         CeedCallBackend(CeedVectorRestoreArrayRead(vec, (const CeedScalar **)&e_data[i]));
321       } else {
322         CeedCallBackend(CeedVectorRestoreArrayRead(impl->e_vecs[i], (const CeedScalar **)&e_data[i]));
323       }
324     }
325   }
326   return CEED_ERROR_SUCCESS;
327 }
328 
329 //------------------------------------------------------------------------------
330 // Apply and add to output
331 //------------------------------------------------------------------------------
332 static int CeedOperatorApplyAdd_Hip(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
333   CeedInt             Q, num_elem, elem_size, num_input_fields, num_output_fields, size;
334   CeedScalar         *e_data[2 * CEED_FIELD_MAX] = {NULL};
335   CeedQFunctionField *qf_input_fields, *qf_output_fields;
336   CeedQFunction       qf;
337   CeedOperatorField  *op_input_fields, *op_output_fields;
338   CeedOperator_Hip   *impl;
339 
340   CeedCallBackend(CeedOperatorGetData(op, &impl));
341   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
342   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
343   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
344   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
345   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
346 
347   // Setup
348   CeedCallBackend(CeedOperatorSetup_Hip(op));
349 
350   // Input Evecs and Restriction
351   CeedCallBackend(CeedOperatorSetupInputs_Hip(num_input_fields, qf_input_fields, op_input_fields, in_vec, false, e_data, impl, request));
352 
353   // Input basis apply if needed
354   CeedCallBackend(CeedOperatorInputBasis_Hip(num_elem, qf_input_fields, op_input_fields, num_input_fields, false, e_data, impl));
355 
356   // Output pointers, as necessary
357   for (CeedInt i = 0; i < num_output_fields; i++) {
358     CeedEvalMode eval_mode;
359 
360     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
361     if (eval_mode == CEED_EVAL_NONE) {
362       // Set the output Q-Vector to use the E-Vector data directly.
363       CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs[i + impl->num_inputs], CEED_MEM_DEVICE, &e_data[i + num_input_fields]));
364       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_DEVICE, CEED_USE_POINTER, e_data[i + num_input_fields]));
365     }
366   }
367 
368   // Q function
369   CeedCallBackend(CeedQFunctionApply(qf, num_elem * Q, impl->q_vecs_in, impl->q_vecs_out));
370 
371   // Output basis apply if needed
372   for (CeedInt i = 0; i < num_output_fields; i++) {
373     CeedEvalMode        eval_mode;
374     CeedElemRestriction elem_rstr;
375     CeedBasis           basis;
376 
377     // Get elem_size, eval_mode, size
378     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &elem_rstr));
379     CeedCallBackend(CeedElemRestrictionGetElementSize(elem_rstr, &elem_size));
380     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
381     CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
382     // Basis action
383     switch (eval_mode) {
384       case CEED_EVAL_NONE:
385         break;  // No action
386       case CEED_EVAL_INTERP:
387       case CEED_EVAL_GRAD:
388       case CEED_EVAL_DIV:
389       case CEED_EVAL_CURL:
390         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[i], &basis));
391         CeedCallBackend(CeedBasisApply(basis, num_elem, CEED_TRANSPOSE, eval_mode, impl->q_vecs_out[i], impl->e_vecs[i + impl->num_inputs]));
392         break;
393       // LCOV_EXCL_START
394       case CEED_EVAL_WEIGHT: {
395         Ceed ceed;
396 
397         CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
398         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
399         // LCOV_EXCL_STOP
400       }
401     }
402   }
403 
404   // Output restriction
405   for (CeedInt i = 0; i < num_output_fields; i++) {
406     CeedEvalMode        eval_mode;
407     CeedVector          vec;
408     CeedElemRestriction elem_rstr;
409 
410     // Restore evec
411     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
412     if (eval_mode == CEED_EVAL_NONE) {
413       CeedCallBackend(CeedVectorRestoreArray(impl->e_vecs[i + impl->num_inputs], &e_data[i + num_input_fields]));
414     }
415     // Get output vector
416     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
417     // Restrict
418     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &elem_rstr));
419     // Active
420     if (vec == CEED_VECTOR_ACTIVE) vec = out_vec;
421 
422     CeedCallBackend(CeedElemRestrictionApply(elem_rstr, CEED_TRANSPOSE, impl->e_vecs[i + impl->num_inputs], vec, request));
423   }
424 
425   // Restore input arrays
426   CeedCallBackend(CeedOperatorRestoreInputs_Hip(num_input_fields, qf_input_fields, op_input_fields, false, e_data, impl));
427   return CEED_ERROR_SUCCESS;
428 }
429 
430 //------------------------------------------------------------------------------
431 // Linear QFunction Assembly Core
432 //------------------------------------------------------------------------------
433 static inline int CeedOperatorLinearAssembleQFunctionCore_Hip(CeedOperator op, bool build_objects, CeedVector *assembled, CeedElemRestriction *rstr,
434                                                               CeedRequest *request) {
435   Ceed                ceed, ceed_parent;
436   CeedInt             num_active_in, num_active_out, Q, num_elem, num_input_fields, num_output_fields, size;
437   CeedScalar         *assembled_array, *e_data[2 * CEED_FIELD_MAX] = {NULL};
438   CeedVector         *active_inputs;
439   CeedQFunctionField *qf_input_fields, *qf_output_fields;
440   CeedQFunction       qf;
441   CeedOperatorField  *op_input_fields, *op_output_fields;
442   CeedOperator_Hip   *impl;
443 
444   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
445   CeedCallBackend(CeedOperatorGetFallbackParentCeed(op, &ceed_parent));
446   CeedCallBackend(CeedOperatorGetData(op, &impl));
447   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
448   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
449   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
450   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
451   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
452   active_inputs = impl->qf_active_in;
453   num_active_in = impl->num_active_in, num_active_out = impl->num_active_out;
454 
455   // Setup
456   CeedCallBackend(CeedOperatorSetup_Hip(op));
457 
458   // Input Evecs and Restriction
459   CeedCallBackend(CeedOperatorSetupInputs_Hip(num_input_fields, qf_input_fields, op_input_fields, NULL, true, e_data, impl, request));
460 
461   // Count number of active input fields
462   if (!num_active_in) {
463     for (CeedInt i = 0; i < num_input_fields; i++) {
464       CeedScalar *q_vec_array;
465       CeedVector  vec;
466 
467       // Get input vector
468       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
469       // Check if active input
470       if (vec == CEED_VECTOR_ACTIVE) {
471         CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
472         CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
473         CeedCallBackend(CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_DEVICE, &q_vec_array));
474         CeedCallBackend(CeedRealloc(num_active_in + size, &active_inputs));
475         for (CeedInt field = 0; field < size; field++) {
476           CeedSize q_size = (CeedSize)Q * num_elem;
477 
478           CeedCallBackend(CeedVectorCreate(ceed, q_size, &active_inputs[num_active_in + field]));
479           CeedCallBackend(
480               CeedVectorSetArray(active_inputs[num_active_in + field], CEED_MEM_DEVICE, CEED_USE_POINTER, &q_vec_array[field * Q * num_elem]));
481         }
482         num_active_in += size;
483         CeedCallBackend(CeedVectorRestoreArray(impl->q_vecs_in[i], &q_vec_array));
484       }
485     }
486     impl->num_active_in = num_active_in;
487     impl->qf_active_in  = active_inputs;
488   }
489 
490   // Count number of active output fields
491   if (!num_active_out) {
492     for (CeedInt i = 0; i < num_output_fields; i++) {
493       CeedVector vec;
494 
495       // Get output vector
496       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
497       // Check if active output
498       if (vec == CEED_VECTOR_ACTIVE) {
499         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
500         num_active_out += size;
501       }
502     }
503     impl->num_active_out = num_active_out;
504   }
505 
506   // Check sizes
507   CeedCheck(num_active_in > 0 && num_active_out > 0, ceed, CEED_ERROR_BACKEND, "Cannot assemble QFunction without active inputs and outputs");
508 
509   // Build objects if needed
510   if (build_objects) {
511     CeedSize l_size     = (CeedSize)num_elem * Q * num_active_in * num_active_out;
512     CeedInt  strides[3] = {1, num_elem * Q, Q}; /* *NOPAD* */
513 
514     // Create output restriction
515     CeedCallBackend(CeedElemRestrictionCreateStrided(ceed_parent, num_elem, Q, num_active_in * num_active_out,
516                                                      num_active_in * num_active_out * num_elem * Q, strides, rstr));
517     // Create assembled vector
518     CeedCallBackend(CeedVectorCreate(ceed_parent, l_size, assembled));
519   }
520   CeedCallBackend(CeedVectorSetValue(*assembled, 0.0));
521   CeedCallBackend(CeedVectorGetArray(*assembled, CEED_MEM_DEVICE, &assembled_array));
522 
523   // Input basis apply
524   CeedCallBackend(CeedOperatorInputBasis_Hip(num_elem, qf_input_fields, op_input_fields, num_input_fields, true, e_data, impl));
525 
526   // Assemble QFunction
527   for (CeedInt in = 0; in < num_active_in; in++) {
528     // Set Inputs
529     CeedCallBackend(CeedVectorSetValue(active_inputs[in], 1.0));
530     if (num_active_in > 1) {
531       CeedCallBackend(CeedVectorSetValue(active_inputs[(in + num_active_in - 1) % num_active_in], 0.0));
532     }
533     // Set Outputs
534     for (CeedInt out = 0; out < num_output_fields; out++) {
535       CeedVector vec;
536 
537       // Get output vector
538       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &vec));
539       // Check if active output
540       if (vec == CEED_VECTOR_ACTIVE) {
541         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, CEED_USE_POINTER, assembled_array));
542         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[out], &size));
543         assembled_array += size * Q * num_elem;  // Advance the pointer by the size of the output
544       }
545     }
546     // Apply QFunction
547     CeedCallBackend(CeedQFunctionApply(qf, Q * num_elem, impl->q_vecs_in, impl->q_vecs_out));
548   }
549 
550   // Un-set output q_vecs to prevent accidental overwrite of Assembled
551   for (CeedInt out = 0; out < num_output_fields; out++) {
552     CeedVector vec;
553 
554     // Get output vector
555     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &vec));
556     // Check if active output
557     if (vec == CEED_VECTOR_ACTIVE) {
558       CeedCallBackend(CeedVectorTakeArray(impl->q_vecs_out[out], CEED_MEM_DEVICE, NULL));
559     }
560   }
561 
562   // Restore input arrays
563   CeedCallBackend(CeedOperatorRestoreInputs_Hip(num_input_fields, qf_input_fields, op_input_fields, true, e_data, impl));
564 
565   // Restore output
566   CeedCallBackend(CeedVectorRestoreArray(*assembled, &assembled_array));
567   return CEED_ERROR_SUCCESS;
568 }
569 
570 //------------------------------------------------------------------------------
571 // Assemble Linear QFunction
572 //------------------------------------------------------------------------------
573 static int CeedOperatorLinearAssembleQFunction_Hip(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
574   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, true, assembled, rstr, request);
575 }
576 
577 //------------------------------------------------------------------------------
578 // Update Assembled Linear QFunction
579 //------------------------------------------------------------------------------
580 static int CeedOperatorLinearAssembleQFunctionUpdate_Hip(CeedOperator op, CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
581   return CeedOperatorLinearAssembleQFunctionCore_Hip(op, false, &assembled, &rstr, request);
582 }
583 
584 //------------------------------------------------------------------------------
585 // Assemble Diagonal Setup
586 //------------------------------------------------------------------------------
587 static inline int CeedOperatorAssembleDiagonalSetup_Hip(CeedOperator op) {
588   Ceed                ceed;
589   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
590   CeedInt             q_comp, num_nodes, num_qpts;
591   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
592   CeedBasis           basis_in = NULL, basis_out = NULL;
593   CeedQFunctionField *qf_fields;
594   CeedQFunction       qf;
595   CeedOperatorField  *op_fields;
596   CeedOperator_Hip   *impl;
597 
598   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
599   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
600   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
601 
602   // Determine active input basis
603   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
604   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
605   for (CeedInt i = 0; i < num_input_fields; i++) {
606     CeedVector vec;
607 
608     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
609     if (vec == CEED_VECTOR_ACTIVE) {
610       CeedBasis    basis;
611       CeedEvalMode eval_mode;
612 
613       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
614       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND,
615                 "Backend does not implement operator diagonal assembly with multiple active bases");
616       basis_in = basis;
617       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
618       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
619       if (eval_mode != CEED_EVAL_WEIGHT) {
620         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
621         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
622         for (CeedInt d = 0; d < q_comp; d++) eval_modes_in[num_eval_modes_in + d] = eval_mode;
623         num_eval_modes_in += q_comp;
624       }
625     }
626   }
627 
628   // Determine active output basis
629   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
630   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
631   for (CeedInt i = 0; i < num_output_fields; i++) {
632     CeedVector vec;
633 
634     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
635     if (vec == CEED_VECTOR_ACTIVE) {
636       CeedBasis    basis;
637       CeedEvalMode eval_mode;
638 
639       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
640       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
641                 "Backend does not implement operator diagonal assembly with multiple active bases");
642       basis_out = basis;
643       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
644       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
645       if (eval_mode != CEED_EVAL_WEIGHT) {
646         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF assembly
647         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
648         for (CeedInt d = 0; d < q_comp; d++) eval_modes_out[num_eval_modes_out + d] = eval_mode;
649         num_eval_modes_out += q_comp;
650       }
651     }
652   }
653 
654   // Operator data struct
655   CeedCallBackend(CeedOperatorGetData(op, &impl));
656   CeedCallBackend(CeedCalloc(1, &impl->diag));
657   CeedOperatorDiag_Hip *diag = impl->diag;
658 
659   // Basis matrices
660   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
661   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
662   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
663   const CeedInt interp_bytes     = num_nodes * num_qpts * sizeof(CeedScalar);
664   const CeedInt eval_modes_bytes = sizeof(CeedEvalMode);
665   bool          has_eval_none    = false;
666 
667   // CEED_EVAL_NONE
668   for (CeedInt i = 0; i < num_eval_modes_in; i++) has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
669   for (CeedInt i = 0; i < num_eval_modes_out; i++) has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
670   if (has_eval_none) {
671     CeedScalar *identity = NULL;
672 
673     CeedCallBackend(CeedCalloc(num_nodes * num_qpts, &identity));
674     for (CeedInt i = 0; i < (num_nodes < num_qpts ? num_nodes : num_qpts); i++) identity[i * num_nodes + i] = 1.0;
675     CeedCallHip(ceed, hipMalloc((void **)&diag->d_identity, interp_bytes));
676     CeedCallHip(ceed, hipMemcpy(diag->d_identity, identity, interp_bytes, hipMemcpyHostToDevice));
677     CeedCallBackend(CeedFree(&identity));
678   }
679 
680   // CEED_EVAL_INTERP, CEED_EVAL_GRAD, CEED_EVAL_DIV, and CEED_EVAL_CURL
681   for (CeedInt in = 0; in < 2; in++) {
682     CeedFESpace fespace;
683     CeedBasis   basis = in ? basis_in : basis_out;
684 
685     CeedCallBackend(CeedBasisGetFESpace(basis, &fespace));
686     switch (fespace) {
687       case CEED_FE_SPACE_H1: {
688         CeedInt           q_comp_interp, q_comp_grad;
689         const CeedScalar *interp, *grad;
690         CeedScalar       *d_interp, *d_grad;
691 
692         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
693         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
694 
695         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
696         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
697         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
698         CeedCallBackend(CeedBasisGetGrad(basis, &grad));
699         CeedCallHip(ceed, hipMalloc((void **)&d_grad, interp_bytes * q_comp_grad));
700         CeedCallHip(ceed, hipMemcpy(d_grad, grad, interp_bytes * q_comp_grad, hipMemcpyHostToDevice));
701         if (in) {
702           diag->d_interp_in = d_interp;
703           diag->d_grad_in   = d_grad;
704         } else {
705           diag->d_interp_out = d_interp;
706           diag->d_grad_out   = d_grad;
707         }
708       } break;
709       case CEED_FE_SPACE_HDIV: {
710         CeedInt           q_comp_interp, q_comp_div;
711         const CeedScalar *interp, *div;
712         CeedScalar       *d_interp, *d_div;
713 
714         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
715         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
716 
717         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
718         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
719         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
720         CeedCallBackend(CeedBasisGetDiv(basis, &div));
721         CeedCallHip(ceed, hipMalloc((void **)&d_div, interp_bytes * q_comp_div));
722         CeedCallHip(ceed, hipMemcpy(d_div, div, interp_bytes * q_comp_div, hipMemcpyHostToDevice));
723         if (in) {
724           diag->d_interp_in = d_interp;
725           diag->d_div_in    = d_div;
726         } else {
727           diag->d_interp_out = d_interp;
728           diag->d_div_out    = d_div;
729         }
730       } break;
731       case CEED_FE_SPACE_HCURL: {
732         CeedInt           q_comp_interp, q_comp_curl;
733         const CeedScalar *interp, *curl;
734         CeedScalar       *d_interp, *d_curl;
735 
736         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
737         CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
738 
739         CeedCallBackend(CeedBasisGetInterp(basis, &interp));
740         CeedCallHip(ceed, hipMalloc((void **)&d_interp, interp_bytes * q_comp_interp));
741         CeedCallHip(ceed, hipMemcpy(d_interp, interp, interp_bytes * q_comp_interp, hipMemcpyHostToDevice));
742         CeedCallBackend(CeedBasisGetCurl(basis, &curl));
743         CeedCallHip(ceed, hipMalloc((void **)&d_curl, interp_bytes * q_comp_curl));
744         CeedCallHip(ceed, hipMemcpy(d_curl, curl, interp_bytes * q_comp_curl, hipMemcpyHostToDevice));
745         if (in) {
746           diag->d_interp_in = d_interp;
747           diag->d_curl_in   = d_curl;
748         } else {
749           diag->d_interp_out = d_interp;
750           diag->d_curl_out   = d_curl;
751         }
752       } break;
753     }
754   }
755 
756   // Arrays of eval_modes
757   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_in, num_eval_modes_in * eval_modes_bytes));
758   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_in, eval_modes_in, num_eval_modes_in * eval_modes_bytes, hipMemcpyHostToDevice));
759   CeedCallHip(ceed, hipMalloc((void **)&diag->d_eval_modes_out, num_eval_modes_out * eval_modes_bytes));
760   CeedCallHip(ceed, hipMemcpy(diag->d_eval_modes_out, eval_modes_out, num_eval_modes_out * eval_modes_bytes, hipMemcpyHostToDevice));
761   CeedCallBackend(CeedFree(&eval_modes_in));
762   CeedCallBackend(CeedFree(&eval_modes_out));
763   return CEED_ERROR_SUCCESS;
764 }
765 
766 //------------------------------------------------------------------------------
767 // Assemble Diagonal Setup (Compilation)
768 //------------------------------------------------------------------------------
769 static inline int CeedOperatorAssembleDiagonalSetupCompile_Hip(CeedOperator op, CeedInt use_ceedsize_idx, const bool is_point_block) {
770   Ceed                ceed;
771   char               *diagonal_kernel_path, *diagonal_kernel_source;
772   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
773   CeedInt             num_comp, q_comp, num_nodes, num_qpts;
774   CeedBasis           basis_in = NULL, basis_out = NULL;
775   CeedQFunctionField *qf_fields;
776   CeedQFunction       qf;
777   CeedOperatorField  *op_fields;
778   CeedOperator_Hip   *impl;
779 
780   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
781   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
782   CeedCallBackend(CeedQFunctionGetNumArgs(qf, &num_input_fields, &num_output_fields));
783 
784   // Determine active input basis
785   CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
786   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
787   for (CeedInt i = 0; i < num_input_fields; i++) {
788     CeedVector vec;
789 
790     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
791     if (vec == CEED_VECTOR_ACTIVE) {
792       CeedEvalMode eval_mode;
793 
794       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis_in));
795       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
796       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
797       if (eval_mode != CEED_EVAL_WEIGHT) {
798         num_eval_modes_in += q_comp;
799       }
800     }
801   }
802 
803   // Determine active output basis
804   CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
805   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
806   for (CeedInt i = 0; i < num_output_fields; i++) {
807     CeedVector vec;
808 
809     CeedCallBackend(CeedOperatorFieldGetVector(op_fields[i], &vec));
810     if (vec == CEED_VECTOR_ACTIVE) {
811       CeedEvalMode eval_mode;
812 
813       CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis_out));
814       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
815       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
816       if (eval_mode != CEED_EVAL_WEIGHT) {
817         num_eval_modes_out += q_comp;
818       }
819     }
820   }
821 
822   // Operator data struct
823   CeedCallBackend(CeedOperatorGetData(op, &impl));
824   CeedOperatorDiag_Hip *diag = impl->diag;
825 
826   // Assemble kernel
827   hipModule_t *module          = is_point_block ? &diag->module_point_block : &diag->module;
828   CeedInt      elems_per_block = 1;
829   CeedCallBackend(CeedBasisGetNumNodes(basis_in, &num_nodes));
830   CeedCallBackend(CeedBasisGetNumComponents(basis_in, &num_comp));
831   if (basis_in == CEED_BASIS_NONE) num_qpts = num_nodes;
832   else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts));
833   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-operator-assemble-diagonal.h", &diagonal_kernel_path));
834   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Diagonal Assembly Kernel Source -----\n");
835   CeedCallBackend(CeedLoadSourceToBuffer(ceed, diagonal_kernel_path, &diagonal_kernel_source));
836   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Diagonal Assembly Source Complete! -----\n");
837   CeedCallHip(ceed, CeedCompile_Hip(ceed, diagonal_kernel_source, module, 8, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
838                                     num_eval_modes_out, "NUM_COMP", num_comp, "NUM_NODES", num_nodes, "NUM_QPTS", num_qpts, "USE_CEEDSIZE",
839                                     use_ceedsize_idx, "USE_POINT_BLOCK", is_point_block ? 1 : 0, "BLOCK_SIZE", num_nodes * elems_per_block));
840   CeedCallHip(ceed, CeedGetKernel_Hip(ceed, *module, "LinearDiagonal", is_point_block ? &diag->LinearPointBlock : &diag->LinearDiagonal));
841   CeedCallBackend(CeedFree(&diagonal_kernel_path));
842   CeedCallBackend(CeedFree(&diagonal_kernel_source));
843   return CEED_ERROR_SUCCESS;
844 }
845 
846 //------------------------------------------------------------------------------
847 // Assemble Diagonal Core
848 //------------------------------------------------------------------------------
849 static inline int CeedOperatorAssembleDiagonalCore_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request, const bool is_point_block) {
850   Ceed                ceed;
851   CeedInt             num_elem, num_nodes;
852   CeedScalar         *elem_diag_array;
853   const CeedScalar   *assembled_qf_array;
854   CeedVector          assembled_qf   = NULL, elem_diag;
855   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out, diag_rstr;
856   CeedOperator_Hip   *impl;
857 
858   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
859   CeedCallBackend(CeedOperatorGetData(op, &impl));
860 
861   // Assemble QFunction
862   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, request));
863   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
864   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
865 
866   // Setup
867   if (!impl->diag) CeedCallBackend(CeedOperatorAssembleDiagonalSetup_Hip(op));
868   CeedOperatorDiag_Hip *diag = impl->diag;
869 
870   assert(diag != NULL);
871 
872   // Assemble kernel if needed
873   if ((!is_point_block && !diag->LinearDiagonal) || (is_point_block && !diag->LinearPointBlock)) {
874     CeedSize assembled_length, assembled_qf_length;
875     CeedInt  use_ceedsize_idx = 0;
876     CeedCallBackend(CeedVectorGetLength(assembled, &assembled_length));
877     CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
878     if ((assembled_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
879 
880     CeedCallBackend(CeedOperatorAssembleDiagonalSetupCompile_Hip(op, use_ceedsize_idx, is_point_block));
881   }
882 
883   // Restriction and diagonal vector
884   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
885   CeedCheck(rstr_in == rstr_out, ceed, CEED_ERROR_BACKEND,
886             "Cannot assemble operator diagonal with different input and output active element restrictions");
887   if (!is_point_block && !diag->diag_rstr) {
888     CeedCallBackend(CeedElemRestrictionCreateUnsignedCopy(rstr_out, &diag->diag_rstr));
889     CeedCallBackend(CeedElemRestrictionCreateVector(diag->diag_rstr, NULL, &diag->elem_diag));
890   } else if (is_point_block && !diag->point_block_diag_rstr) {
891     CeedCallBackend(CeedOperatorCreateActivePointBlockRestriction(rstr_out, &diag->point_block_diag_rstr));
892     CeedCallBackend(CeedElemRestrictionCreateVector(diag->point_block_diag_rstr, NULL, &diag->point_block_elem_diag));
893   }
894   diag_rstr = is_point_block ? diag->point_block_diag_rstr : diag->diag_rstr;
895   elem_diag = is_point_block ? diag->point_block_elem_diag : diag->elem_diag;
896   CeedCallBackend(CeedVectorSetValue(elem_diag, 0.0));
897 
898   // Only assemble diagonal if the basis has nodes, otherwise inputs are null pointers
899   CeedCallBackend(CeedElemRestrictionGetElementSize(diag_rstr, &num_nodes));
900   if (num_nodes > 0) {
901     // Assemble element operator diagonals
902     CeedCallBackend(CeedVectorGetArray(elem_diag, CEED_MEM_DEVICE, &elem_diag_array));
903     CeedCallBackend(CeedElemRestrictionGetNumElements(diag_rstr, &num_elem));
904 
905     // Compute the diagonal of B^T D B
906     CeedInt elems_per_block = 1;
907     CeedInt grid            = CeedDivUpInt(num_elem, elems_per_block);
908     void   *args[]          = {(void *)&num_elem,      &diag->d_identity,       &diag->d_interp_in,  &diag->d_grad_in, &diag->d_div_in,
909                                &diag->d_curl_in,       &diag->d_interp_out,     &diag->d_grad_out,   &diag->d_div_out, &diag->d_curl_out,
910                                &diag->d_eval_modes_in, &diag->d_eval_modes_out, &assembled_qf_array, &elem_diag_array};
911 
912     if (is_point_block) {
913       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearPointBlock, grid, num_nodes, 1, elems_per_block, args));
914     } else {
915       CeedCallBackend(CeedRunKernelDim_Hip(ceed, diag->LinearDiagonal, grid, num_nodes, 1, elems_per_block, args));
916     }
917 
918     // Restore arrays
919     CeedCallBackend(CeedVectorRestoreArray(elem_diag, &elem_diag_array));
920     CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
921   }
922 
923   // Assemble local operator diagonal
924   CeedCallBackend(CeedElemRestrictionApply(diag_rstr, CEED_TRANSPOSE, elem_diag, assembled, request));
925 
926   // Cleanup
927   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
928   return CEED_ERROR_SUCCESS;
929 }
930 
931 //------------------------------------------------------------------------------
932 // Assemble Linear Diagonal
933 //------------------------------------------------------------------------------
934 static int CeedOperatorLinearAssembleAddDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
935   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, false));
936   return CEED_ERROR_SUCCESS;
937 }
938 
939 //------------------------------------------------------------------------------
940 // Assemble Linear Point Block Diagonal
941 //------------------------------------------------------------------------------
942 static int CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip(CeedOperator op, CeedVector assembled, CeedRequest *request) {
943   CeedCallBackend(CeedOperatorAssembleDiagonalCore_Hip(op, assembled, request, true));
944   return CEED_ERROR_SUCCESS;
945 }
946 
947 //------------------------------------------------------------------------------
948 // Single Operator Assembly Setup
949 //------------------------------------------------------------------------------
950 static int CeedSingleOperatorAssembleSetup_Hip(CeedOperator op, CeedInt use_ceedsize_idx) {
951   Ceed                ceed;
952   char               *assembly_kernel_path, *assembly_kernel_source;
953   CeedInt             num_input_fields, num_output_fields, num_eval_modes_in = 0, num_eval_modes_out = 0;
954   CeedInt             elem_size_in, num_qpts_in, num_comp_in, elem_size_out, num_qpts_out, num_comp_out, q_comp;
955   CeedEvalMode       *eval_modes_in = NULL, *eval_modes_out = NULL;
956   CeedElemRestriction rstr_in = NULL, rstr_out = NULL;
957   CeedBasis           basis_in = NULL, basis_out = NULL;
958   CeedQFunctionField *qf_fields;
959   CeedQFunction       qf;
960   CeedOperatorField  *input_fields, *output_fields;
961   CeedOperator_Hip   *impl;
962 
963   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
964   CeedCallBackend(CeedOperatorGetData(op, &impl));
965 
966   // Get intput and output fields
967   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &input_fields, &num_output_fields, &output_fields));
968 
969   // Determine active input basis eval mode
970   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
971   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
972   for (CeedInt i = 0; i < num_input_fields; i++) {
973     CeedVector vec;
974 
975     CeedCallBackend(CeedOperatorFieldGetVector(input_fields[i], &vec));
976     if (vec == CEED_VECTOR_ACTIVE) {
977       CeedBasis    basis;
978       CeedEvalMode eval_mode;
979 
980       CeedCallBackend(CeedOperatorFieldGetBasis(input_fields[i], &basis));
981       CeedCheck(!basis_in || basis_in == basis, ceed, CEED_ERROR_BACKEND, "Backend does not implement operator assembly with multiple active bases");
982       basis_in = basis;
983       CeedCallBackend(CeedOperatorFieldGetElemRestriction(input_fields[i], &rstr_in));
984       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
985       if (basis_in == CEED_BASIS_NONE) num_qpts_in = elem_size_in;
986       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_in, &num_qpts_in));
987       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
988       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_mode, &q_comp));
989       if (eval_mode != CEED_EVAL_WEIGHT) {
990         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
991         CeedCallBackend(CeedRealloc(num_eval_modes_in + q_comp, &eval_modes_in));
992         for (CeedInt d = 0; d < q_comp; d++) {
993           eval_modes_in[num_eval_modes_in + d] = eval_mode;
994         }
995         num_eval_modes_in += q_comp;
996       }
997     }
998   }
999 
1000   // Determine active output basis; basis_out and rstr_out only used if same as input, TODO
1001   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
1002   for (CeedInt i = 0; i < num_output_fields; i++) {
1003     CeedVector vec;
1004 
1005     CeedCallBackend(CeedOperatorFieldGetVector(output_fields[i], &vec));
1006     if (vec == CEED_VECTOR_ACTIVE) {
1007       CeedBasis    basis;
1008       CeedEvalMode eval_mode;
1009 
1010       CeedCallBackend(CeedOperatorFieldGetBasis(output_fields[i], &basis));
1011       CeedCheck(!basis_out || basis_out == basis, ceed, CEED_ERROR_BACKEND,
1012                 "Backend does not implement operator assembly with multiple active bases");
1013       basis_out = basis;
1014       CeedCallBackend(CeedOperatorFieldGetElemRestriction(output_fields[i], &rstr_out));
1015       CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1016       if (basis_out == CEED_BASIS_NONE) num_qpts_out = elem_size_out;
1017       else CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis_out, &num_qpts_out));
1018       CeedCheck(num_qpts_in == num_qpts_out, ceed, CEED_ERROR_UNSUPPORTED,
1019                 "Active input and output bases must have the same number of quadrature points");
1020       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
1021       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_mode, &q_comp));
1022       if (eval_mode != CEED_EVAL_WEIGHT) {
1023         // q_comp = 1 if CEED_EVAL_NONE, CEED_EVAL_WEIGHT caught by QF Assembly
1024         CeedCallBackend(CeedRealloc(num_eval_modes_out + q_comp, &eval_modes_out));
1025         for (CeedInt d = 0; d < q_comp; d++) {
1026           eval_modes_out[num_eval_modes_out + d] = eval_mode;
1027         }
1028         num_eval_modes_out += q_comp;
1029       }
1030     }
1031   }
1032   CeedCheck(num_eval_modes_in > 0 && num_eval_modes_out > 0, ceed, CEED_ERROR_UNSUPPORTED, "Cannot assemble operator without inputs/outputs");
1033 
1034   CeedCallBackend(CeedCalloc(1, &impl->asmb));
1035   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1036   asmb->elems_per_block          = 1;
1037   asmb->block_size_x             = elem_size_in;
1038   asmb->block_size_y             = elem_size_out;
1039 
1040   bool fallback = asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block > 1024;
1041 
1042   if (fallback) {
1043     // Use fallback kernel with 1D threadblock
1044     asmb->block_size_y = 1;
1045   }
1046 
1047   // Compile kernels
1048   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_in, &num_comp_in));
1049   CeedCallBackend(CeedElemRestrictionGetNumComponents(rstr_out, &num_comp_out));
1050   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-operator-assemble.h", &assembly_kernel_path));
1051   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Assembly Kernel Source -----\n");
1052   CeedCallBackend(CeedLoadSourceToBuffer(ceed, assembly_kernel_path, &assembly_kernel_source));
1053   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Assembly Source Complete! -----\n");
1054   CeedCallBackend(CeedCompile_Hip(ceed, assembly_kernel_source, &asmb->module, 10, "NUM_EVAL_MODES_IN", num_eval_modes_in, "NUM_EVAL_MODES_OUT",
1055                                   num_eval_modes_out, "NUM_COMP_IN", num_comp_in, "NUM_COMP_OUT", num_comp_out, "NUM_NODES_IN", elem_size_in,
1056                                   "NUM_NODES_OUT", elem_size_out, "NUM_QPTS", num_qpts_in, "BLOCK_SIZE",
1057                                   asmb->block_size_x * asmb->block_size_y * asmb->elems_per_block, "BLOCK_SIZE_Y", asmb->block_size_y, "USE_CEEDSIZE",
1058                                   use_ceedsize_idx));
1059   CeedCallBackend(CeedGetKernel_Hip(ceed, asmb->module, "LinearAssemble", &asmb->LinearAssemble));
1060   CeedCallBackend(CeedFree(&assembly_kernel_path));
1061   CeedCallBackend(CeedFree(&assembly_kernel_source));
1062 
1063   // Load into B_in, in order that they will be used in eval_modes_in
1064   {
1065     const CeedInt in_bytes           = elem_size_in * num_qpts_in * num_eval_modes_in * sizeof(CeedScalar);
1066     CeedInt       d_in               = 0;
1067     CeedEvalMode  eval_modes_in_prev = CEED_EVAL_NONE;
1068     bool          has_eval_none      = false;
1069     CeedScalar   *identity           = NULL;
1070 
1071     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1072       has_eval_none = has_eval_none || (eval_modes_in[i] == CEED_EVAL_NONE);
1073     }
1074     if (has_eval_none) {
1075       CeedCallBackend(CeedCalloc(elem_size_in * num_qpts_in, &identity));
1076       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;
1077     }
1078 
1079     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_in, in_bytes));
1080     for (CeedInt i = 0; i < num_eval_modes_in; i++) {
1081       const CeedScalar *h_B_in;
1082 
1083       CeedCallBackend(CeedOperatorGetBasisPointer(basis_in, eval_modes_in[i], identity, &h_B_in));
1084       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_in, eval_modes_in[i], &q_comp));
1085       if (q_comp > 1) {
1086         if (i == 0 || eval_modes_in[i] != eval_modes_in_prev) d_in = 0;
1087         else h_B_in = &h_B_in[(++d_in) * elem_size_in * num_qpts_in];
1088       }
1089       eval_modes_in_prev = eval_modes_in[i];
1090 
1091       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),
1092                                   hipMemcpyHostToDevice));
1093     }
1094 
1095     if (identity) {
1096       CeedCallBackend(CeedFree(&identity));
1097     }
1098   }
1099 
1100   // Load into B_out, in order that they will be used in eval_modes_out
1101   {
1102     const CeedInt out_bytes           = elem_size_out * num_qpts_out * num_eval_modes_out * sizeof(CeedScalar);
1103     CeedInt       d_out               = 0;
1104     CeedEvalMode  eval_modes_out_prev = CEED_EVAL_NONE;
1105     bool          has_eval_none       = false;
1106     CeedScalar   *identity            = NULL;
1107 
1108     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1109       has_eval_none = has_eval_none || (eval_modes_out[i] == CEED_EVAL_NONE);
1110     }
1111     if (has_eval_none) {
1112       CeedCallBackend(CeedCalloc(elem_size_out * num_qpts_out, &identity));
1113       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;
1114     }
1115 
1116     CeedCallHip(ceed, hipMalloc((void **)&asmb->d_B_out, out_bytes));
1117     for (CeedInt i = 0; i < num_eval_modes_out; i++) {
1118       const CeedScalar *h_B_out;
1119 
1120       CeedCallBackend(CeedOperatorGetBasisPointer(basis_out, eval_modes_out[i], identity, &h_B_out));
1121       CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis_out, eval_modes_out[i], &q_comp));
1122       if (q_comp > 1) {
1123         if (i == 0 || eval_modes_out[i] != eval_modes_out_prev) d_out = 0;
1124         else h_B_out = &h_B_out[(++d_out) * elem_size_out * num_qpts_out];
1125       }
1126       eval_modes_out_prev = eval_modes_out[i];
1127 
1128       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),
1129                                   hipMemcpyHostToDevice));
1130     }
1131 
1132     if (identity) {
1133       CeedCallBackend(CeedFree(&identity));
1134     }
1135   }
1136   return CEED_ERROR_SUCCESS;
1137 }
1138 
1139 //------------------------------------------------------------------------------
1140 // Assemble matrix data for COO matrix of assembled operator.
1141 // The sparsity pattern is set by CeedOperatorLinearAssembleSymbolic.
1142 //
1143 // Note that this (and other assembly routines) currently assume only one active input restriction/basis per operator (could have multiple basis eval
1144 // modes).
1145 // TODO: allow multiple active input restrictions/basis objects
1146 //------------------------------------------------------------------------------
1147 static int CeedSingleOperatorAssemble_Hip(CeedOperator op, CeedInt offset, CeedVector values) {
1148   Ceed                ceed;
1149   CeedSize            values_length = 0, assembled_qf_length = 0;
1150   CeedInt             use_ceedsize_idx = 0, num_elem_in, num_elem_out, elem_size_in, elem_size_out;
1151   CeedScalar         *values_array;
1152   const CeedScalar   *assembled_qf_array;
1153   CeedVector          assembled_qf   = NULL;
1154   CeedElemRestriction assembled_rstr = NULL, rstr_in, rstr_out;
1155   CeedRestrictionType rstr_type_in, rstr_type_out;
1156   const bool         *orients_in = NULL, *orients_out = NULL;
1157   const CeedInt8     *curl_orients_in = NULL, *curl_orients_out = NULL;
1158   CeedOperator_Hip   *impl;
1159 
1160   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1161   CeedCallBackend(CeedOperatorGetData(op, &impl));
1162 
1163   // Assemble QFunction
1164   CeedCallBackend(CeedOperatorLinearAssembleQFunctionBuildOrUpdate(op, &assembled_qf, &assembled_rstr, CEED_REQUEST_IMMEDIATE));
1165   CeedCallBackend(CeedElemRestrictionDestroy(&assembled_rstr));
1166   CeedCallBackend(CeedVectorGetArrayRead(assembled_qf, CEED_MEM_DEVICE, &assembled_qf_array));
1167 
1168   CeedCallBackend(CeedVectorGetLength(values, &values_length));
1169   CeedCallBackend(CeedVectorGetLength(assembled_qf, &assembled_qf_length));
1170   if ((values_length > INT_MAX) || (assembled_qf_length > INT_MAX)) use_ceedsize_idx = 1;
1171 
1172   // Setup
1173   if (!impl->asmb) CeedCallBackend(CeedSingleOperatorAssembleSetup_Hip(op, use_ceedsize_idx));
1174   CeedOperatorAssemble_Hip *asmb = impl->asmb;
1175 
1176   assert(asmb != NULL);
1177 
1178   // Assemble element operator
1179   CeedCallBackend(CeedVectorGetArray(values, CEED_MEM_DEVICE, &values_array));
1180   values_array += offset;
1181 
1182   CeedCallBackend(CeedOperatorGetActiveElemRestrictions(op, &rstr_in, &rstr_out));
1183   CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_in, &num_elem_in));
1184   CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_in, &elem_size_in));
1185 
1186   CeedCallBackend(CeedElemRestrictionGetType(rstr_in, &rstr_type_in));
1187   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1188     CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_in, CEED_MEM_DEVICE, &orients_in));
1189   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1190     CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_in, CEED_MEM_DEVICE, &curl_orients_in));
1191   }
1192 
1193   if (rstr_in != rstr_out) {
1194     CeedCallBackend(CeedElemRestrictionGetNumElements(rstr_out, &num_elem_out));
1195     CeedCheck(num_elem_in == num_elem_out, ceed, CEED_ERROR_UNSUPPORTED,
1196               "Active input and output operator restrictions must have the same number of elements");
1197     CeedCallBackend(CeedElemRestrictionGetElementSize(rstr_out, &elem_size_out));
1198 
1199     CeedCallBackend(CeedElemRestrictionGetType(rstr_out, &rstr_type_out));
1200     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1201       CeedCallBackend(CeedElemRestrictionGetOrientations(rstr_out, CEED_MEM_DEVICE, &orients_out));
1202     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1203       CeedCallBackend(CeedElemRestrictionGetCurlOrientations(rstr_out, CEED_MEM_DEVICE, &curl_orients_out));
1204     }
1205   } else {
1206     elem_size_out    = elem_size_in;
1207     orients_out      = orients_in;
1208     curl_orients_out = curl_orients_in;
1209   }
1210 
1211   // Compute B^T D B
1212   CeedInt shared_mem =
1213       ((curl_orients_in || curl_orients_out ? elem_size_in * elem_size_out : 0) + (curl_orients_in ? elem_size_in * asmb->block_size_y : 0)) *
1214       sizeof(CeedScalar);
1215   CeedInt grid   = CeedDivUpInt(num_elem_in, asmb->elems_per_block);
1216   void   *args[] = {(void *)&num_elem_in, &asmb->d_B_in,     &asmb->d_B_out,      &orients_in,  &curl_orients_in,
1217                     &orients_out,         &curl_orients_out, &assembled_qf_array, &values_array};
1218 
1219   CeedCallBackend(
1220       CeedRunKernelDimShared_Hip(ceed, asmb->LinearAssemble, grid, asmb->block_size_x, asmb->block_size_y, asmb->elems_per_block, shared_mem, args));
1221 
1222   // Restore arrays
1223   CeedCallBackend(CeedVectorRestoreArray(values, &values_array));
1224   CeedCallBackend(CeedVectorRestoreArrayRead(assembled_qf, &assembled_qf_array));
1225 
1226   // Cleanup
1227   CeedCallBackend(CeedVectorDestroy(&assembled_qf));
1228   if (rstr_type_in == CEED_RESTRICTION_ORIENTED) {
1229     CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_in, &orients_in));
1230   } else if (rstr_type_in == CEED_RESTRICTION_CURL_ORIENTED) {
1231     CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_in, &curl_orients_in));
1232   }
1233   if (rstr_in != rstr_out) {
1234     if (rstr_type_out == CEED_RESTRICTION_ORIENTED) {
1235       CeedCallBackend(CeedElemRestrictionRestoreOrientations(rstr_out, &orients_out));
1236     } else if (rstr_type_out == CEED_RESTRICTION_CURL_ORIENTED) {
1237       CeedCallBackend(CeedElemRestrictionRestoreCurlOrientations(rstr_out, &curl_orients_out));
1238     }
1239   }
1240   return CEED_ERROR_SUCCESS;
1241 }
1242 
1243 //------------------------------------------------------------------------------
1244 // Create operator
1245 //------------------------------------------------------------------------------
1246 int CeedOperatorCreate_Hip(CeedOperator op) {
1247   Ceed              ceed;
1248   CeedOperator_Hip *impl;
1249 
1250   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
1251   CeedCallBackend(CeedCalloc(1, &impl));
1252   CeedCallBackend(CeedOperatorSetData(op, impl));
1253   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunction_Hip));
1254   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunctionUpdate", CeedOperatorLinearAssembleQFunctionUpdate_Hip));
1255   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddDiagonal", CeedOperatorLinearAssembleAddDiagonal_Hip));
1256   CeedCallBackend(
1257       CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleAddPointBlockDiagonal", CeedOperatorLinearAssembleAddPointBlockDiagonal_Hip));
1258   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleSingle", CeedSingleOperatorAssemble_Hip));
1259   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Hip));
1260   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip));
1261   return CEED_ERROR_SUCCESS;
1262 }
1263 
1264 //------------------------------------------------------------------------------
1265