xref: /libCEED/backends/blocked/ceed-blocked-operator.c (revision 60bfe8bb0f69ce42012a1db84ec2f2f6908cc98b)
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/ceed.h>
9 #include <ceed/backend.h>
10 #include <stdbool.h>
11 #include <stddef.h>
12 #include <stdint.h>
13 #include "ceed-blocked.h"
14 
15 //------------------------------------------------------------------------------
16 // Setup Input/Output Fields
17 //------------------------------------------------------------------------------
18 static int CeedOperatorSetupFields_Blocked(CeedQFunction qf,
19     CeedOperator op, bool is_input, CeedElemRestriction *blk_restr,
20     CeedVector *e_vecs_full, CeedVector *e_vecs, CeedVector *q_vecs,
21     CeedInt start_e, CeedInt num_fields, CeedInt Q) {
22   CeedInt ierr, num_comp, size, P;
23   CeedSize e_size, q_size;
24   Ceed ceed;
25   ierr = CeedOperatorGetCeed(op, &ceed); CeedChkBackend(ierr);
26   CeedBasis basis;
27   CeedElemRestriction r;
28   CeedOperatorField *op_fields;
29   CeedQFunctionField *qf_fields;
30   if (is_input) {
31     ierr = CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL);
32     CeedChkBackend(ierr);
33     ierr = CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL);
34     CeedChkBackend(ierr);
35   } else {
36     ierr = CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields);
37     CeedChkBackend(ierr);
38     ierr = CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields);
39     CeedChkBackend(ierr);
40   }
41   const CeedInt blk_size = 8;
42 
43   // Loop over fields
44   for (CeedInt i=0; i<num_fields; i++) {
45     CeedEvalMode eval_mode;
46     ierr = CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode);
47     CeedChkBackend(ierr);
48 
49     if (eval_mode != CEED_EVAL_WEIGHT) {
50       ierr = CeedOperatorFieldGetElemRestriction(op_fields[i], &r);
51       CeedChkBackend(ierr);
52       ierr = CeedElemRestrictionGetCeed(r, &ceed); CeedChkBackend(ierr);
53       CeedSize l_size;
54       CeedInt num_elem, elem_size, comp_stride;
55       ierr = CeedElemRestrictionGetNumElements(r, &num_elem); CeedChkBackend(ierr);
56       ierr = CeedElemRestrictionGetElementSize(r, &elem_size); CeedChkBackend(ierr);
57       ierr = CeedElemRestrictionGetLVectorSize(r, &l_size); CeedChkBackend(ierr);
58       ierr = CeedElemRestrictionGetNumComponents(r, &num_comp); CeedChkBackend(ierr);
59 
60       bool strided;
61       ierr = CeedElemRestrictionIsStrided(r, &strided); CeedChkBackend(ierr);
62       if (strided) {
63         CeedInt strides[3];
64         ierr = CeedElemRestrictionGetStrides(r, &strides); CeedChkBackend(ierr);
65         ierr = CeedElemRestrictionCreateBlockedStrided(ceed, num_elem, elem_size,
66                blk_size, num_comp, l_size, strides, &blk_restr[i+start_e]);
67         CeedChkBackend(ierr);
68       } else {
69         const CeedInt *offsets = NULL;
70         ierr = CeedElemRestrictionGetOffsets(r, CEED_MEM_HOST, &offsets);
71         CeedChkBackend(ierr);
72         ierr = CeedElemRestrictionGetCompStride(r, &comp_stride); CeedChkBackend(ierr);
73         ierr = CeedElemRestrictionCreateBlocked(ceed, num_elem, elem_size,
74                                                 blk_size, num_comp, comp_stride,
75                                                 l_size, CEED_MEM_HOST,
76                                                 CEED_COPY_VALUES, offsets,
77                                                 &blk_restr[i+start_e]);
78         CeedChkBackend(ierr);
79         ierr = CeedElemRestrictionRestoreOffsets(r, &offsets); CeedChkBackend(ierr);
80       }
81       ierr = CeedElemRestrictionCreateVector(blk_restr[i+start_e], NULL,
82                                              &e_vecs_full[i+start_e]);
83       CeedChkBackend(ierr);
84     }
85 
86     switch(eval_mode) {
87     case CEED_EVAL_NONE:
88       ierr = CeedQFunctionFieldGetSize(qf_fields[i], &size); CeedChkBackend(ierr);
89       q_size = (CeedSize)Q*size*blk_size;
90       ierr = CeedVectorCreate(ceed, q_size, &q_vecs[i]); CeedChkBackend(ierr);
91       break;
92     case CEED_EVAL_INTERP:
93     case CEED_EVAL_GRAD:
94       ierr = CeedOperatorFieldGetBasis(op_fields[i], &basis); CeedChkBackend(ierr);
95       ierr = CeedQFunctionFieldGetSize(qf_fields[i], &size); CeedChkBackend(ierr);
96       ierr = CeedBasisGetNumNodes(basis, &P); CeedChkBackend(ierr);
97       ierr = CeedBasisGetNumComponents(basis, &num_comp); CeedChkBackend(ierr);
98       e_size = (CeedSize)P*num_comp*blk_size;
99       ierr = CeedVectorCreate(ceed, e_size, &e_vecs[i]); CeedChkBackend(ierr);
100       q_size = (CeedSize)Q*size*blk_size;
101       ierr = CeedVectorCreate(ceed, q_size, &q_vecs[i]); CeedChkBackend(ierr);
102       break;
103     case CEED_EVAL_WEIGHT: // Only on input fields
104       ierr = CeedOperatorFieldGetBasis(op_fields[i], &basis); CeedChkBackend(ierr);
105       q_size = (CeedSize)Q*blk_size;
106       ierr = CeedVectorCreate(ceed, q_size, &q_vecs[i]); CeedChkBackend(ierr);
107       ierr = CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE,
108                             CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, q_vecs[i]);
109       CeedChkBackend(ierr);
110 
111       break;
112     case CEED_EVAL_DIV:
113       break; // Not implemented
114     case CEED_EVAL_CURL:
115       break; // Not implemented
116     }
117   }
118   return CEED_ERROR_SUCCESS;
119 }
120 
121 //------------------------------------------------------------------------------
122 // Setup Operator
123 //------------------------------------------------------------------------------
124 static int CeedOperatorSetup_Blocked(CeedOperator op) {
125   int ierr;
126   bool is_setup_done;
127   ierr = CeedOperatorIsSetupDone(op, &is_setup_done); CeedChkBackend(ierr);
128   if (is_setup_done) return CEED_ERROR_SUCCESS;
129   Ceed ceed;
130   ierr = CeedOperatorGetCeed(op, &ceed); CeedChkBackend(ierr);
131   CeedOperator_Blocked *impl;
132   ierr = CeedOperatorGetData(op, &impl); CeedChkBackend(ierr);
133   CeedQFunction qf;
134   ierr = CeedOperatorGetQFunction(op, &qf); CeedChkBackend(ierr);
135   CeedInt Q, num_input_fields, num_output_fields;
136   ierr = CeedOperatorGetNumQuadraturePoints(op, &Q); CeedChkBackend(ierr);
137   ierr = CeedQFunctionIsIdentity(qf, &impl->is_identity_qf); CeedChkBackend(ierr);
138   CeedOperatorField *op_input_fields, *op_output_fields;
139   ierr = CeedOperatorGetFields(op, &num_input_fields, &op_input_fields,
140                                &num_output_fields, &op_output_fields);
141   CeedChkBackend(ierr);
142   CeedQFunctionField *qf_input_fields, *qf_output_fields;
143   ierr = CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL,
144                                 &qf_output_fields);
145   CeedChkBackend(ierr);
146 
147   // Allocate
148   ierr = CeedCalloc(num_input_fields + num_output_fields, &impl->blk_restr);
149   CeedChkBackend(ierr);
150   ierr = CeedCalloc(num_input_fields + num_output_fields, &impl->e_vecs_full);
151   CeedChkBackend(ierr);
152 
153   ierr = CeedCalloc(CEED_FIELD_MAX, &impl->input_states); CeedChkBackend(ierr);
154   ierr = CeedCalloc(CEED_FIELD_MAX, &impl->e_vecs_in); CeedChkBackend(ierr);
155   ierr = CeedCalloc(CEED_FIELD_MAX, &impl->e_vecs_out); CeedChkBackend(ierr);
156   ierr = CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_in); CeedChkBackend(ierr);
157   ierr = CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_out); CeedChkBackend(ierr);
158 
159   impl->num_inputs = num_input_fields;
160   impl->num_outputs = num_output_fields;
161 
162   // Set up infield and outfield pointer arrays
163   // Infields
164   ierr = CeedOperatorSetupFields_Blocked(qf, op, true, impl->blk_restr,
165                                          impl->e_vecs_full, impl->e_vecs_in,
166                                          impl->q_vecs_in, 0,
167                                          num_input_fields, Q);
168   CeedChkBackend(ierr);
169   // Outfields
170   ierr = CeedOperatorSetupFields_Blocked(qf, op, false, impl->blk_restr,
171                                          impl->e_vecs_full, impl->e_vecs_out,
172                                          impl->q_vecs_out, num_input_fields,
173                                          num_output_fields, Q);
174   CeedChkBackend(ierr);
175 
176   // Identity QFunctions
177   if (impl->is_identity_qf) {
178     CeedEvalMode in_mode, out_mode;
179     CeedQFunctionField *in_fields, *out_fields;
180     ierr = CeedQFunctionGetFields(qf, NULL, &in_fields, NULL, &out_fields);
181     CeedChkBackend(ierr);
182     ierr = CeedQFunctionFieldGetEvalMode(in_fields[0], &in_mode);
183     CeedChkBackend(ierr);
184     ierr = CeedQFunctionFieldGetEvalMode(out_fields[0], &out_mode);
185     CeedChkBackend(ierr);
186 
187     if (in_mode == CEED_EVAL_NONE && out_mode == CEED_EVAL_NONE) {
188       impl->is_identity_restr_op = true;
189     } else {
190       ierr = CeedVectorDestroy(&impl->q_vecs_out[0]); CeedChkBackend(ierr);
191       impl->q_vecs_out[0] = impl->q_vecs_in[0];
192       ierr = CeedVectorAddReference(impl->q_vecs_in[0]); CeedChkBackend(ierr);
193     }
194   }
195 
196   ierr = CeedOperatorSetSetupDone(op); CeedChkBackend(ierr);
197 
198   return CEED_ERROR_SUCCESS;
199 }
200 
201 //------------------------------------------------------------------------------
202 // Setup Operator Inputs
203 //------------------------------------------------------------------------------
204 static inline int CeedOperatorSetupInputs_Blocked(CeedInt num_input_fields,
205     CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
206     CeedVector in_vec, bool skip_active, CeedScalar *e_data_full[2*CEED_FIELD_MAX],
207     CeedOperator_Blocked *impl, CeedRequest *request) {
208   CeedInt ierr;
209   CeedEvalMode eval_mode;
210   CeedVector vec;
211   uint64_t state;
212 
213   for (CeedInt i=0; i<num_input_fields; i++) {
214     // Get input vector
215     ierr = CeedOperatorFieldGetVector(op_input_fields[i], &vec);
216     CeedChkBackend(ierr);
217     if (vec == CEED_VECTOR_ACTIVE) {
218       if (skip_active)
219         continue;
220       else
221         vec = in_vec;
222     }
223 
224     ierr = CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode);
225     CeedChkBackend(ierr);
226     if (eval_mode == CEED_EVAL_WEIGHT) { // Skip
227     } else {
228       // Restrict
229       ierr = CeedVectorGetState(vec, &state); CeedChkBackend(ierr);
230       if (state != impl->input_states[i] || vec == in_vec) {
231         ierr = CeedElemRestrictionApply(impl->blk_restr[i], CEED_NOTRANSPOSE,
232                                         vec, impl->e_vecs_full[i], request);
233         CeedChkBackend(ierr);
234         impl->input_states[i] = state;
235       }
236       // Get evec
237       ierr = CeedVectorGetArrayRead(impl->e_vecs_full[i], CEED_MEM_HOST,
238                                     (const CeedScalar **) &e_data_full[i]);
239       CeedChkBackend(ierr);
240     }
241   }
242   return CEED_ERROR_SUCCESS;
243 }
244 
245 //------------------------------------------------------------------------------
246 // Input Basis Action
247 //------------------------------------------------------------------------------
248 static inline int CeedOperatorInputBasis_Blocked(CeedInt e, CeedInt Q,
249     CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
250     CeedInt num_input_fields, CeedInt blk_size, bool skip_active,
251     CeedScalar *e_data_full[2*CEED_FIELD_MAX], CeedOperator_Blocked *impl) {
252   CeedInt ierr;
253   CeedInt dim, elem_size, size;
254   CeedElemRestriction elem_restr;
255   CeedEvalMode eval_mode;
256   CeedBasis basis;
257 
258   for (CeedInt i=0; i<num_input_fields; i++) {
259     // Skip active input
260     if (skip_active) {
261       CeedVector vec;
262       ierr = CeedOperatorFieldGetVector(op_input_fields[i], &vec);
263       CeedChkBackend(ierr);
264       if (vec == CEED_VECTOR_ACTIVE)
265         continue;
266     }
267 
268     // Get elem_size, eval_mode, size
269     ierr = CeedOperatorFieldGetElemRestriction(op_input_fields[i], &elem_restr);
270     CeedChkBackend(ierr);
271     ierr = CeedElemRestrictionGetElementSize(elem_restr, &elem_size);
272     CeedChkBackend(ierr);
273     ierr = CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode);
274     CeedChkBackend(ierr);
275     ierr = CeedQFunctionFieldGetSize(qf_input_fields[i], &size);
276     CeedChkBackend(ierr);
277     // Basis action
278     switch(eval_mode) {
279     case CEED_EVAL_NONE:
280       ierr = CeedVectorSetArray(impl->q_vecs_in[i], CEED_MEM_HOST,
281                                 CEED_USE_POINTER, &e_data_full[i][e*Q*size]);
282       CeedChkBackend(ierr);
283       break;
284     case CEED_EVAL_INTERP:
285       ierr = CeedOperatorFieldGetBasis(op_input_fields[i], &basis);
286       CeedChkBackend(ierr);
287       ierr = CeedVectorSetArray(impl->e_vecs_in[i], CEED_MEM_HOST,
288                                 CEED_USE_POINTER, &e_data_full[i][e*elem_size*size]);
289       CeedChkBackend(ierr);
290       ierr = CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE,
291                             CEED_EVAL_INTERP, impl->e_vecs_in[i],
292                             impl->q_vecs_in[i]); CeedChkBackend(ierr);
293       break;
294     case CEED_EVAL_GRAD:
295       ierr = CeedOperatorFieldGetBasis(op_input_fields[i], &basis);
296       CeedChkBackend(ierr);
297       ierr = CeedBasisGetDimension(basis, &dim); CeedChkBackend(ierr);
298       ierr = CeedVectorSetArray(impl->e_vecs_in[i], CEED_MEM_HOST,
299                                 CEED_USE_POINTER, &e_data_full[i][e*elem_size*size/dim]);
300       CeedChkBackend(ierr);
301       ierr = CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE,
302                             CEED_EVAL_GRAD, impl->e_vecs_in[i],
303                             impl->q_vecs_in[i]); CeedChkBackend(ierr);
304       break;
305     case CEED_EVAL_WEIGHT:
306       break;  // No action
307     // LCOV_EXCL_START
308     case CEED_EVAL_DIV:
309     case CEED_EVAL_CURL: {
310       ierr = CeedOperatorFieldGetBasis(op_input_fields[i], &basis);
311       CeedChkBackend(ierr);
312       Ceed ceed;
313       ierr = CeedBasisGetCeed(basis, &ceed); CeedChkBackend(ierr);
314       return CeedError(ceed, CEED_ERROR_BACKEND,
315                        "Ceed evaluation mode not implemented");
316       // LCOV_EXCL_STOP
317     }
318     }
319   }
320   return CEED_ERROR_SUCCESS;
321 }
322 
323 //------------------------------------------------------------------------------
324 // Output Basis Action
325 //------------------------------------------------------------------------------
326 static inline int CeedOperatorOutputBasis_Blocked(CeedInt e, CeedInt Q,
327     CeedQFunctionField *qf_output_fields, CeedOperatorField *op_output_fields,
328     CeedInt blk_size, CeedInt num_input_fields, CeedInt num_output_fields,
329     CeedOperator op, CeedScalar *e_data_full[2*CEED_FIELD_MAX],
330     CeedOperator_Blocked *impl) {
331   CeedInt ierr;
332   CeedInt dim, elem_size, size;
333   CeedElemRestriction elem_restr;
334   CeedEvalMode eval_mode;
335   CeedBasis basis;
336 
337   for (CeedInt i=0; i<num_output_fields; i++) {
338     // Get elem_size, eval_mode, size
339     ierr = CeedOperatorFieldGetElemRestriction(op_output_fields[i], &elem_restr);
340     CeedChkBackend(ierr);
341     ierr = CeedElemRestrictionGetElementSize(elem_restr, &elem_size);
342     CeedChkBackend(ierr);
343     ierr = CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode);
344     CeedChkBackend(ierr);
345     ierr = CeedQFunctionFieldGetSize(qf_output_fields[i], &size);
346     CeedChkBackend(ierr);
347     // Basis action
348     switch(eval_mode) {
349     case CEED_EVAL_NONE:
350       break; // No action
351     case CEED_EVAL_INTERP:
352       ierr = CeedOperatorFieldGetBasis(op_output_fields[i], &basis);
353       CeedChkBackend(ierr);
354       ierr = CeedVectorSetArray(impl->e_vecs_out[i], CEED_MEM_HOST,
355                                 CEED_USE_POINTER, &e_data_full[i + num_input_fields][e*elem_size*size]);
356       CeedChkBackend(ierr);
357       ierr = CeedBasisApply(basis, blk_size, CEED_TRANSPOSE,
358                             CEED_EVAL_INTERP, impl->q_vecs_out[i],
359                             impl->e_vecs_out[i]); CeedChkBackend(ierr);
360       break;
361     case CEED_EVAL_GRAD:
362       ierr = CeedOperatorFieldGetBasis(op_output_fields[i], &basis);
363       CeedChkBackend(ierr);
364       ierr = CeedBasisGetDimension(basis, &dim); CeedChkBackend(ierr);
365       ierr = CeedVectorSetArray(impl->e_vecs_out[i], CEED_MEM_HOST,
366                                 CEED_USE_POINTER, &e_data_full[i + num_input_fields][e*elem_size*size/dim]);
367       CeedChkBackend(ierr);
368       ierr = CeedBasisApply(basis, blk_size, CEED_TRANSPOSE,
369                             CEED_EVAL_GRAD, impl->q_vecs_out[i],
370                             impl->e_vecs_out[i]); CeedChkBackend(ierr);
371       break;
372     // LCOV_EXCL_START
373     case CEED_EVAL_WEIGHT: {
374       Ceed ceed;
375       ierr = CeedOperatorGetCeed(op, &ceed); CeedChkBackend(ierr);
376       return CeedError(ceed, CEED_ERROR_BACKEND,
377                        "CEED_EVAL_WEIGHT cannot be an output "
378                        "evaluation mode");
379     }
380     case CEED_EVAL_DIV:
381     case CEED_EVAL_CURL: {
382       Ceed ceed;
383       ierr = CeedOperatorGetCeed(op, &ceed); CeedChkBackend(ierr);
384       return CeedError(ceed, CEED_ERROR_BACKEND,
385                        "Ceed evaluation mode not implemented");
386       // LCOV_EXCL_STOP
387     }
388     }
389   }
390   return CEED_ERROR_SUCCESS;
391 }
392 
393 //------------------------------------------------------------------------------
394 // Restore Input Vectors
395 //------------------------------------------------------------------------------
396 static inline int CeedOperatorRestoreInputs_Blocked(CeedInt num_input_fields,
397     CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
398     bool skip_active, CeedScalar *e_data_full[2*CEED_FIELD_MAX],
399     CeedOperator_Blocked *impl) {
400   CeedInt ierr;
401   CeedEvalMode eval_mode;
402 
403   for (CeedInt i=0; i<num_input_fields; i++) {
404     // Skip active inputs
405     if (skip_active) {
406       CeedVector vec;
407       ierr = CeedOperatorFieldGetVector(op_input_fields[i], &vec);
408       CeedChkBackend(ierr);
409       if (vec == CEED_VECTOR_ACTIVE)
410         continue;
411     }
412     ierr = CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode);
413     CeedChkBackend(ierr);
414     if (eval_mode == CEED_EVAL_WEIGHT) { // Skip
415     } else {
416       ierr = CeedVectorRestoreArrayRead(impl->e_vecs_full[i],
417                                         (const CeedScalar **) &e_data_full[i]);
418       CeedChkBackend(ierr);
419     }
420   }
421   return CEED_ERROR_SUCCESS;
422 }
423 
424 //------------------------------------------------------------------------------
425 // Operator Apply
426 //------------------------------------------------------------------------------
427 static int CeedOperatorApplyAdd_Blocked(CeedOperator op, CeedVector in_vec,
428                                         CeedVector out_vec,
429                                         CeedRequest *request) {
430   int ierr;
431   CeedOperator_Blocked *impl;
432   ierr = CeedOperatorGetData(op, &impl); CeedChkBackend(ierr);
433   const CeedInt blk_size = 8;
434   CeedInt Q, num_input_fields, num_output_fields, num_elem, size;
435   ierr = CeedOperatorGetNumElements(op, &num_elem); CeedChkBackend(ierr);
436   ierr = CeedOperatorGetNumQuadraturePoints(op, &Q); CeedChkBackend(ierr);
437   CeedInt num_blks = (num_elem/blk_size) + !!(num_elem%blk_size);
438   CeedQFunction qf;
439   ierr = CeedOperatorGetQFunction(op, &qf); CeedChkBackend(ierr);
440   CeedOperatorField *op_input_fields, *op_output_fields;
441   ierr = CeedOperatorGetFields(op, &num_input_fields, &op_input_fields,
442                                &num_output_fields, &op_output_fields);
443   CeedChkBackend(ierr);
444   CeedQFunctionField *qf_input_fields, *qf_output_fields;
445   ierr = CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL,
446                                 &qf_output_fields);
447   CeedChkBackend(ierr);
448   CeedEvalMode eval_mode;
449   CeedVector vec;
450   CeedScalar *e_data_full[2*CEED_FIELD_MAX] = {0};
451 
452   // Setup
453   ierr = CeedOperatorSetup_Blocked(op); CeedChkBackend(ierr);
454 
455   // Restriction only operator
456   if (impl->is_identity_restr_op) {
457     ierr = CeedElemRestrictionApply(impl->blk_restr[0], CEED_NOTRANSPOSE, in_vec,
458                                     impl->e_vecs_full[0], request); CeedChkBackend(ierr);
459     ierr = CeedElemRestrictionApply(impl->blk_restr[1], CEED_TRANSPOSE,
460                                     impl->e_vecs_full[0], out_vec, request); CeedChkBackend(ierr);
461     return CEED_ERROR_SUCCESS;
462   }
463 
464   // Input Evecs and Restriction
465   ierr = CeedOperatorSetupInputs_Blocked(num_input_fields, qf_input_fields,
466                                          op_input_fields, in_vec, false, e_data_full,
467                                          impl, request); CeedChkBackend(ierr);
468 
469   // Output Evecs
470   for (CeedInt i=0; i<num_output_fields; i++) {
471     ierr = CeedVectorGetArrayWrite(impl->e_vecs_full[i+impl->num_inputs],
472                                    CEED_MEM_HOST, &e_data_full[i + num_input_fields]);
473     CeedChkBackend(ierr);
474   }
475 
476   // Loop through elements
477   for (CeedInt e=0; e<num_blks*blk_size; e+=blk_size) {
478     // Output pointers
479     for (CeedInt i=0; i<num_output_fields; i++) {
480       ierr = CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode);
481       CeedChkBackend(ierr);
482       if (eval_mode == CEED_EVAL_NONE) {
483         ierr = CeedQFunctionFieldGetSize(qf_output_fields[i], &size);
484         CeedChkBackend(ierr);
485         ierr = CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_HOST,
486                                   CEED_USE_POINTER, &e_data_full[i + num_input_fields][e*Q*size]);
487         CeedChkBackend(ierr);
488       }
489     }
490 
491     // Input basis apply
492     ierr = CeedOperatorInputBasis_Blocked(e, Q, qf_input_fields, op_input_fields,
493                                           num_input_fields, blk_size, false, e_data_full,
494                                           impl); CeedChkBackend(ierr);
495 
496     // Q function
497     if (!impl->is_identity_qf) {
498       ierr = CeedQFunctionApply(qf, Q*blk_size, impl->q_vecs_in, impl->q_vecs_out);
499       CeedChkBackend(ierr);
500     }
501 
502     // Output basis apply
503     ierr = CeedOperatorOutputBasis_Blocked(e, Q, qf_output_fields, op_output_fields,
504                                            blk_size, num_input_fields,
505                                            num_output_fields, op, e_data_full, impl);
506     CeedChkBackend(ierr);
507   }
508 
509   // Output restriction
510   for (CeedInt i=0; i<num_output_fields; i++) {
511     // Restore evec
512     ierr = CeedVectorRestoreArray(impl->e_vecs_full[i+impl->num_inputs],
513                                   &e_data_full[i + num_input_fields]);
514     CeedChkBackend(ierr);
515     // Get output vector
516     ierr = CeedOperatorFieldGetVector(op_output_fields[i], &vec);
517     CeedChkBackend(ierr);
518     // Active
519     if (vec == CEED_VECTOR_ACTIVE)
520       vec = out_vec;
521     // Restrict
522     ierr = CeedElemRestrictionApply(impl->blk_restr[i+impl->num_inputs],
523                                     CEED_TRANSPOSE, impl->e_vecs_full[i+impl->num_inputs],
524                                     vec, request); CeedChkBackend(ierr);
525 
526   }
527 
528   // Restore input arrays
529   ierr = CeedOperatorRestoreInputs_Blocked(num_input_fields, qf_input_fields,
530          op_input_fields, false, e_data_full, impl); CeedChkBackend(ierr);
531 
532   return CEED_ERROR_SUCCESS;
533 }
534 
535 //------------------------------------------------------------------------------
536 // Core code for assembling linear QFunction
537 //------------------------------------------------------------------------------
538 static inline int CeedOperatorLinearAssembleQFunctionCore_Blocked(
539   CeedOperator op, bool build_objects, CeedVector *assembled,
540   CeedElemRestriction *rstr, CeedRequest *request) {
541   int ierr;
542   CeedOperator_Blocked *impl;
543   ierr = CeedOperatorGetData(op, &impl); CeedChkBackend(ierr);
544   const CeedInt blk_size = 8;
545   CeedInt Q, num_input_fields, num_output_fields, num_elem, size;
546   ierr = CeedOperatorGetNumElements(op, &num_elem); CeedChkBackend(ierr);
547   ierr = CeedOperatorGetNumQuadraturePoints(op, &Q); CeedChkBackend(ierr);
548   CeedInt num_blks = (num_elem/blk_size) + !!(num_elem%blk_size);
549   CeedQFunction qf;
550   ierr = CeedOperatorGetQFunction(op, &qf); CeedChkBackend(ierr);
551   CeedOperatorField *op_input_fields, *op_output_fields;
552   ierr = CeedOperatorGetFields(op, &num_input_fields, &op_input_fields,
553                                &num_output_fields, &op_output_fields);
554   CeedChkBackend(ierr);
555   CeedQFunctionField *qf_input_fields, *qf_output_fields;
556   ierr = CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL,
557                                 &qf_output_fields);
558   CeedChkBackend(ierr);
559   CeedVector vec, l_vec = impl->qf_l_vec;
560   CeedInt num_active_in = impl->num_active_in,
561           num_active_out = impl->num_active_out;
562   CeedSize q_size;
563   CeedVector *active_in = impl->qf_active_in;
564   CeedScalar *a, *tmp;
565   Ceed ceed;
566   ierr = CeedOperatorGetCeed(op, &ceed); CeedChkBackend(ierr);
567   CeedScalar *e_data_full[2*CEED_FIELD_MAX] = {0};
568 
569   // Setup
570   ierr = CeedOperatorSetup_Blocked(op); CeedChkBackend(ierr);
571 
572   // Check for identity
573   if (impl->is_identity_qf)
574     // LCOV_EXCL_START
575     return CeedError(ceed, CEED_ERROR_BACKEND,
576                      "Assembling identity QFunctions not supported");
577   // LCOV_EXCL_STOP
578 
579   // Input Evecs and Restriction
580   ierr = CeedOperatorSetupInputs_Blocked(num_input_fields, qf_input_fields,
581                                          op_input_fields, NULL, true, e_data_full,
582                                          impl, request); CeedChkBackend(ierr);
583 
584   // Count number of active input fields
585   if (!num_active_in) {
586     for (CeedInt i=0; i<num_input_fields; i++) {
587       // Get input vector
588       ierr = CeedOperatorFieldGetVector(op_input_fields[i], &vec);
589       CeedChkBackend(ierr);
590       // Check if active input
591       if (vec == CEED_VECTOR_ACTIVE) {
592         ierr = CeedQFunctionFieldGetSize(qf_input_fields[i], &size);
593         CeedChkBackend(ierr);
594         ierr = CeedVectorSetValue(impl->q_vecs_in[i], 0.0); CeedChkBackend(ierr);
595         ierr = CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_HOST, &tmp);
596         CeedChkBackend(ierr);
597         ierr = CeedRealloc(num_active_in + size, &active_in); CeedChkBackend(ierr);
598         for (CeedInt field=0; field<size; field++) {
599           q_size = (CeedSize)Q*blk_size;
600           ierr = CeedVectorCreate(ceed, q_size, &active_in[num_active_in+field]);
601           CeedChkBackend(ierr);
602           ierr = CeedVectorSetArray(active_in[num_active_in+field], CEED_MEM_HOST,
603                                     CEED_USE_POINTER, &tmp[field*Q*blk_size]);
604           CeedChkBackend(ierr);
605         }
606         num_active_in += size;
607         ierr = CeedVectorRestoreArray(impl->q_vecs_in[i], &tmp); CeedChkBackend(ierr);
608       }
609     }
610     impl->num_active_in = num_active_in;
611     impl->qf_active_in = active_in;
612   }
613 
614   // Count number of active output fields
615   if (!num_active_out) {
616     for (CeedInt i=0; i<num_output_fields; i++) {
617       // Get output vector
618       ierr = CeedOperatorFieldGetVector(op_output_fields[i], &vec);
619       CeedChkBackend(ierr);
620       // Check if active output
621       if (vec == CEED_VECTOR_ACTIVE) {
622         ierr = CeedQFunctionFieldGetSize(qf_output_fields[i], &size);
623         CeedChkBackend(ierr);
624         num_active_out += size;
625       }
626     }
627     impl->num_active_out = num_active_out;
628   }
629 
630   // Check sizes
631   if (!num_active_in || !num_active_out)
632     // LCOV_EXCL_START
633     return CeedError(ceed, CEED_ERROR_BACKEND,
634                      "Cannot assemble QFunction without active inputs "
635                      "and outputs");
636   // LCOV_EXCL_STOP
637 
638   // Setup Lvec
639   if (!l_vec) {
640     CeedSize l_size = (CeedSize)num_blks*blk_size*Q*num_active_in*num_active_out;
641     ierr = CeedVectorCreate(ceed, l_size, &l_vec); CeedChkBackend(ierr);
642     impl->qf_l_vec = l_vec;
643   }
644   ierr = CeedVectorGetArrayWrite(l_vec, CEED_MEM_HOST, &a); CeedChkBackend(ierr);
645 
646   // Build objects if needed
647   CeedInt strides[3] = {1, Q, num_active_in *num_active_out*Q};
648   if (build_objects) {
649     // Create output restriction
650     ierr = CeedElemRestrictionCreateStrided(ceed, num_elem, Q,
651                                             num_active_in*num_active_out,
652                                             num_active_in*num_active_out*num_elem*Q,
653                                             strides, rstr); CeedChkBackend(ierr);
654     // Create assembled vector
655     CeedSize l_size = (CeedSize)num_elem*Q*num_active_in*num_active_out;
656     ierr = CeedVectorCreate(ceed, l_size, assembled); CeedChkBackend(ierr);
657   }
658 
659   // Loop through elements
660   for (CeedInt e=0; e<num_blks*blk_size; e+=blk_size) {
661     // Input basis apply
662     ierr = CeedOperatorInputBasis_Blocked(e, Q, qf_input_fields, op_input_fields,
663                                           num_input_fields, blk_size, true, e_data_full,
664                                           impl); CeedChkBackend(ierr);
665 
666     // Assemble QFunction
667     for (CeedInt in=0; in<num_active_in; in++) {
668       // Set Inputs
669       ierr = CeedVectorSetValue(active_in[in], 1.0); CeedChkBackend(ierr);
670       if (num_active_in > 1) {
671         ierr = CeedVectorSetValue(active_in[(in+num_active_in-1)%num_active_in],
672                                   0.0); CeedChkBackend(ierr);
673       }
674       // Set Outputs
675       for (CeedInt out=0; out<num_output_fields; out++) {
676         // Get output vector
677         ierr = CeedOperatorFieldGetVector(op_output_fields[out], &vec);
678         CeedChkBackend(ierr);
679         // Check if active output
680         if (vec == CEED_VECTOR_ACTIVE) {
681           CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_HOST,
682                              CEED_USE_POINTER, a); CeedChkBackend(ierr);
683           ierr = CeedQFunctionFieldGetSize(qf_output_fields[out], &size);
684           CeedChkBackend(ierr);
685           a += size*Q*blk_size; // Advance the pointer by the size of the output
686         }
687       }
688       // Apply QFunction
689       ierr = CeedQFunctionApply(qf, Q*blk_size, impl->q_vecs_in, impl->q_vecs_out);
690       CeedChkBackend(ierr);
691     }
692   }
693 
694   // Un-set output Qvecs to prevent accidental overwrite of Assembled
695   for (CeedInt out=0; out<num_output_fields; out++) {
696     // Get output vector
697     ierr = CeedOperatorFieldGetVector(op_output_fields[out], &vec);
698     CeedChkBackend(ierr);
699     // Check if active output
700     if (vec == CEED_VECTOR_ACTIVE) {
701       CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_HOST, CEED_COPY_VALUES,
702                          NULL); CeedChkBackend(ierr);
703     }
704   }
705 
706   // Restore input arrays
707   ierr = CeedOperatorRestoreInputs_Blocked(num_input_fields, qf_input_fields,
708          op_input_fields, true, e_data_full, impl); CeedChkBackend(ierr);
709 
710   // Output blocked restriction
711   ierr = CeedVectorRestoreArray(l_vec, &a); CeedChkBackend(ierr);
712   ierr = CeedVectorSetValue(*assembled, 0.0); CeedChkBackend(ierr);
713   CeedElemRestriction blk_rstr = impl->qf_blk_rstr;
714   if (!impl->qf_blk_rstr) {
715     ierr = CeedElemRestrictionCreateBlockedStrided(ceed, num_elem, Q, blk_size,
716            num_active_in*num_active_out, num_active_in*num_active_out*num_elem*Q,
717            strides, &blk_rstr); CeedChkBackend(ierr);
718     impl->qf_blk_rstr = blk_rstr;
719   }
720   ierr = CeedElemRestrictionApply(blk_rstr, CEED_TRANSPOSE, l_vec, *assembled,
721                                   request); CeedChkBackend(ierr);
722 
723   return CEED_ERROR_SUCCESS;
724 }
725 
726 //------------------------------------------------------------------------------
727 // Assemble Linear QFunction
728 //------------------------------------------------------------------------------
729 static int CeedOperatorLinearAssembleQFunction_Blocked(CeedOperator op,
730     CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
731   return CeedOperatorLinearAssembleQFunctionCore_Blocked(op, true, assembled,
732          rstr, request);
733 }
734 
735 //------------------------------------------------------------------------------
736 // Update Assembled Linear QFunction
737 //------------------------------------------------------------------------------
738 static int CeedOperatorLinearAssembleQFunctionUpdate_Blocked(CeedOperator op,
739     CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
740   return CeedOperatorLinearAssembleQFunctionCore_Blocked(op, false, &assembled,
741          &rstr, request);
742 }
743 
744 //------------------------------------------------------------------------------
745 // Operator Destroy
746 //------------------------------------------------------------------------------
747 static int CeedOperatorDestroy_Blocked(CeedOperator op) {
748   int ierr;
749   CeedOperator_Blocked *impl;
750   ierr = CeedOperatorGetData(op, &impl); CeedChkBackend(ierr);
751 
752   for (CeedInt i=0; i<impl->num_inputs+impl->num_outputs; i++) {
753     ierr = CeedElemRestrictionDestroy(&impl->blk_restr[i]); CeedChkBackend(ierr);
754     ierr = CeedVectorDestroy(&impl->e_vecs_full[i]); CeedChkBackend(ierr);
755   }
756   ierr = CeedFree(&impl->blk_restr); CeedChkBackend(ierr);
757   ierr = CeedFree(&impl->e_vecs_full); CeedChkBackend(ierr);
758   ierr = CeedFree(&impl->input_states); CeedChkBackend(ierr);
759 
760   for (CeedInt i=0; i<impl->num_inputs; i++) {
761     ierr = CeedVectorDestroy(&impl->e_vecs_in[i]); CeedChkBackend(ierr);
762     ierr = CeedVectorDestroy(&impl->q_vecs_in[i]); CeedChkBackend(ierr);
763   }
764   ierr = CeedFree(&impl->e_vecs_in); CeedChkBackend(ierr);
765   ierr = CeedFree(&impl->q_vecs_in); CeedChkBackend(ierr);
766 
767   for (CeedInt i=0; i<impl->num_outputs; i++) {
768     ierr = CeedVectorDestroy(&impl->e_vecs_out[i]); CeedChkBackend(ierr);
769     ierr = CeedVectorDestroy(&impl->q_vecs_out[i]); CeedChkBackend(ierr);
770   }
771   ierr = CeedFree(&impl->e_vecs_out); CeedChkBackend(ierr);
772   ierr = CeedFree(&impl->q_vecs_out); CeedChkBackend(ierr);
773 
774   // QFunction assembly data
775   for (CeedInt i=0; i<impl->num_active_in; i++) {
776     ierr = CeedVectorDestroy(&impl->qf_active_in[i]); CeedChkBackend(ierr);
777   }
778   ierr = CeedFree(&impl->qf_active_in); CeedChkBackend(ierr);
779   ierr = CeedVectorDestroy(&impl->qf_l_vec); CeedChkBackend(ierr);
780   ierr = CeedElemRestrictionDestroy(&impl->qf_blk_rstr); CeedChkBackend(ierr);
781 
782   ierr = CeedFree(&impl); CeedChkBackend(ierr);
783   return CEED_ERROR_SUCCESS;
784 }
785 
786 //------------------------------------------------------------------------------
787 // Operator Create
788 //------------------------------------------------------------------------------
789 int CeedOperatorCreate_Blocked(CeedOperator op) {
790   int ierr;
791   Ceed ceed;
792   ierr = CeedOperatorGetCeed(op, &ceed); CeedChkBackend(ierr);
793   CeedOperator_Blocked *impl;
794 
795   ierr = CeedCalloc(1, &impl); CeedChkBackend(ierr);
796   ierr = CeedOperatorSetData(op, impl); CeedChkBackend(ierr);
797 
798   ierr = CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction",
799                                 CeedOperatorLinearAssembleQFunction_Blocked);
800   CeedChkBackend(ierr);
801   ierr = CeedSetBackendFunction(ceed, "Operator", op,
802                                 "LinearAssembleQFunctionUpdate",
803                                 CeedOperatorLinearAssembleQFunctionUpdate_Blocked);
804   CeedChkBackend(ierr);
805   ierr = CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd",
806                                 CeedOperatorApplyAdd_Blocked); CeedChkBackend(ierr);
807   ierr = CeedSetBackendFunction(ceed, "Operator", op, "Destroy",
808                                 CeedOperatorDestroy_Blocked); CeedChkBackend(ierr);
809   return CEED_ERROR_SUCCESS;
810 }
811 //------------------------------------------------------------------------------
812