xref: /libCEED/backends/blocked/ceed-blocked-operator.c (revision 4548da4e4ef44dc0f2704ad6d48ac0ca4a16bc83)
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 <stdbool.h>
11 #include <stddef.h>
12 #include <stdint.h>
13 
14 #include "ceed-blocked.h"
15 
16 //------------------------------------------------------------------------------
17 // Setup Input/Output Fields
18 //------------------------------------------------------------------------------
19 static int CeedOperatorSetupFields_Blocked(CeedQFunction qf, CeedOperator op, bool is_input, CeedElemRestriction *blk_restr, CeedVector *e_vecs_full,
20                                            CeedVector *e_vecs, CeedVector *q_vecs, CeedInt start_e, CeedInt num_fields, CeedInt Q) {
21   CeedInt  num_comp, size, P;
22   CeedSize e_size, q_size;
23   Ceed     ceed;
24   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
25   CeedBasis           basis;
26   CeedElemRestriction r;
27   CeedOperatorField  *op_fields;
28   CeedQFunctionField *qf_fields;
29   if (is_input) {
30     CeedCallBackend(CeedOperatorGetFields(op, NULL, &op_fields, NULL, NULL));
31     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_fields, NULL, NULL));
32   } else {
33     CeedCallBackend(CeedOperatorGetFields(op, NULL, NULL, NULL, &op_fields));
34     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, NULL, NULL, &qf_fields));
35   }
36   const CeedInt blk_size = 8;
37 
38   // Loop over fields
39   for (CeedInt i = 0; i < num_fields; i++) {
40     CeedEvalMode eval_mode;
41     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_fields[i], &eval_mode));
42 
43     if (eval_mode != CEED_EVAL_WEIGHT) {
44       CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_fields[i], &r));
45       CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed));
46       CeedSize l_size;
47       CeedInt  num_elem, elem_size, comp_stride;
48       CeedCallBackend(CeedElemRestrictionGetNumElements(r, &num_elem));
49       CeedCallBackend(CeedElemRestrictionGetElementSize(r, &elem_size));
50       CeedCallBackend(CeedElemRestrictionGetLVectorSize(r, &l_size));
51       CeedCallBackend(CeedElemRestrictionGetNumComponents(r, &num_comp));
52 
53       bool strided;
54       CeedCallBackend(CeedElemRestrictionIsStrided(r, &strided));
55       if (strided) {
56         CeedInt strides[3];
57         CeedCallBackend(CeedElemRestrictionGetStrides(r, &strides));
58         CeedCallBackend(
59             CeedElemRestrictionCreateBlockedStrided(ceed, num_elem, elem_size, blk_size, num_comp, l_size, strides, &blk_restr[i + start_e]));
60       } else {
61         const CeedInt *offsets = NULL;
62         CeedCallBackend(CeedElemRestrictionGetOffsets(r, CEED_MEM_HOST, &offsets));
63         CeedCallBackend(CeedElemRestrictionGetCompStride(r, &comp_stride));
64         CeedCallBackend(CeedElemRestrictionCreateBlocked(ceed, num_elem, elem_size, blk_size, num_comp, comp_stride, l_size, CEED_MEM_HOST,
65                                                          CEED_COPY_VALUES, offsets, &blk_restr[i + start_e]));
66         CeedCallBackend(CeedElemRestrictionRestoreOffsets(r, &offsets));
67       }
68       CeedCallBackend(CeedElemRestrictionCreateVector(blk_restr[i + start_e], NULL, &e_vecs_full[i + start_e]));
69     }
70 
71     switch (eval_mode) {
72       case CEED_EVAL_NONE:
73         CeedCallBackend(CeedQFunctionFieldGetSize(qf_fields[i], &size));
74         q_size = (CeedSize)Q * size * blk_size;
75         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
76         break;
77       case CEED_EVAL_INTERP:
78       case CEED_EVAL_GRAD:
79       case CEED_EVAL_DIV:
80       case CEED_EVAL_CURL:
81         CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
82         CeedCallBackend(CeedQFunctionFieldGetSize(qf_fields[i], &size));
83         CeedCallBackend(CeedBasisGetNumNodes(basis, &P));
84         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
85         e_size = (CeedSize)P * num_comp * blk_size;
86         CeedCallBackend(CeedVectorCreate(ceed, e_size, &e_vecs[i]));
87         q_size = (CeedSize)Q * size * blk_size;
88         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
89         break;
90       case CEED_EVAL_WEIGHT:  // Only on input fields
91         CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
92         q_size = (CeedSize)Q * blk_size;
93         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
94         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, q_vecs[i]));
95         break;
96     }
97   }
98   return CEED_ERROR_SUCCESS;
99 }
100 
101 //------------------------------------------------------------------------------
102 // Setup Operator
103 //------------------------------------------------------------------------------
104 static int CeedOperatorSetup_Blocked(CeedOperator op) {
105   bool is_setup_done;
106   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
107   if (is_setup_done) return CEED_ERROR_SUCCESS;
108   Ceed ceed;
109   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
110   CeedOperator_Blocked *impl;
111   CeedCallBackend(CeedOperatorGetData(op, &impl));
112   CeedQFunction qf;
113   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
114   CeedInt Q, num_input_fields, num_output_fields;
115   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
116   CeedCallBackend(CeedQFunctionIsIdentity(qf, &impl->is_identity_qf));
117   CeedOperatorField *op_input_fields, *op_output_fields;
118   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
119   CeedQFunctionField *qf_input_fields, *qf_output_fields;
120   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
121 
122   // Allocate
123   CeedCallBackend(CeedCalloc(num_input_fields + num_output_fields, &impl->blk_restr));
124   CeedCallBackend(CeedCalloc(num_input_fields + num_output_fields, &impl->e_vecs_full));
125 
126   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->input_states));
127   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->e_vecs_in));
128   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->e_vecs_out));
129   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_in));
130   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_out));
131 
132   impl->num_inputs  = num_input_fields;
133   impl->num_outputs = num_output_fields;
134 
135   // Set up infield and outfield pointer arrays
136   // Infields
137   CeedCallBackend(
138       CeedOperatorSetupFields_Blocked(qf, op, true, impl->blk_restr, impl->e_vecs_full, impl->e_vecs_in, impl->q_vecs_in, 0, num_input_fields, Q));
139   // Outfields
140   CeedCallBackend(CeedOperatorSetupFields_Blocked(qf, op, false, impl->blk_restr, impl->e_vecs_full, impl->e_vecs_out, impl->q_vecs_out,
141                                                   num_input_fields, num_output_fields, Q));
142 
143   // Identity QFunctions
144   if (impl->is_identity_qf) {
145     CeedEvalMode        in_mode, out_mode;
146     CeedQFunctionField *in_fields, *out_fields;
147     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &in_fields, NULL, &out_fields));
148     CeedCallBackend(CeedQFunctionFieldGetEvalMode(in_fields[0], &in_mode));
149     CeedCallBackend(CeedQFunctionFieldGetEvalMode(out_fields[0], &out_mode));
150 
151     if (in_mode == CEED_EVAL_NONE && out_mode == CEED_EVAL_NONE) {
152       impl->is_identity_restr_op = true;
153     } else {
154       CeedCallBackend(CeedVectorReferenceCopy(impl->q_vecs_in[0], &impl->q_vecs_out[0]));
155     }
156   }
157 
158   CeedCallBackend(CeedOperatorSetSetupDone(op));
159 
160   return CEED_ERROR_SUCCESS;
161 }
162 
163 //------------------------------------------------------------------------------
164 // Setup Operator Inputs
165 //------------------------------------------------------------------------------
166 static inline int CeedOperatorSetupInputs_Blocked(CeedInt num_input_fields, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
167                                                   CeedVector in_vec, bool skip_active, CeedScalar *e_data_full[2 * CEED_FIELD_MAX],
168                                                   CeedOperator_Blocked *impl, CeedRequest *request) {
169   CeedEvalMode eval_mode;
170   CeedVector   vec;
171   uint64_t     state;
172 
173   for (CeedInt i = 0; i < num_input_fields; i++) {
174     // Get input vector
175     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
176     if (vec == CEED_VECTOR_ACTIVE) {
177       if (skip_active) continue;
178       else vec = in_vec;
179     }
180 
181     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
182     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
183     } else {
184       // Restrict
185       CeedCallBackend(CeedVectorGetState(vec, &state));
186       if (state != impl->input_states[i] || vec == in_vec) {
187         CeedCallBackend(CeedElemRestrictionApply(impl->blk_restr[i], CEED_NOTRANSPOSE, vec, impl->e_vecs_full[i], request));
188         impl->input_states[i] = state;
189       }
190       // Get evec
191       CeedCallBackend(CeedVectorGetArrayRead(impl->e_vecs_full[i], CEED_MEM_HOST, (const CeedScalar **)&e_data_full[i]));
192     }
193   }
194   return CEED_ERROR_SUCCESS;
195 }
196 
197 //------------------------------------------------------------------------------
198 // Input Basis Action
199 //------------------------------------------------------------------------------
200 static inline int CeedOperatorInputBasis_Blocked(CeedInt e, CeedInt Q, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
201                                                  CeedInt num_input_fields, CeedInt blk_size, bool skip_active,
202                                                  CeedScalar *e_data_full[2 * CEED_FIELD_MAX], CeedOperator_Blocked *impl) {
203   CeedInt             elem_size, size, num_comp;
204   CeedElemRestriction elem_restr;
205   CeedEvalMode        eval_mode;
206   CeedBasis           basis;
207 
208   for (CeedInt i = 0; i < num_input_fields; i++) {
209     // Skip active input
210     if (skip_active) {
211       CeedVector vec;
212       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
213       if (vec == CEED_VECTOR_ACTIVE) continue;
214     }
215 
216     // Get elem_size, eval_mode, size
217     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &elem_restr));
218     CeedCallBackend(CeedElemRestrictionGetElementSize(elem_restr, &elem_size));
219     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
220     CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
221     // Basis action
222     switch (eval_mode) {
223       case CEED_EVAL_NONE:
224         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_in[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i][e * Q * size]));
225         break;
226       case CEED_EVAL_INTERP:
227       case CEED_EVAL_GRAD:
228       case CEED_EVAL_DIV:
229       case CEED_EVAL_CURL:
230         CeedCallBackend(CeedOperatorFieldGetBasis(op_input_fields[i], &basis));
231         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
232         CeedCallBackend(CeedVectorSetArray(impl->e_vecs_in[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i][e * elem_size * num_comp]));
233         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE, eval_mode, impl->e_vecs_in[i], impl->q_vecs_in[i]));
234         break;
235       case CEED_EVAL_WEIGHT:
236         break;  // No action
237     }
238   }
239   return CEED_ERROR_SUCCESS;
240 }
241 
242 //------------------------------------------------------------------------------
243 // Output Basis Action
244 //------------------------------------------------------------------------------
245 static inline int CeedOperatorOutputBasis_Blocked(CeedInt e, CeedInt Q, CeedQFunctionField *qf_output_fields, CeedOperatorField *op_output_fields,
246                                                   CeedInt blk_size, CeedInt num_input_fields, CeedInt num_output_fields, CeedOperator op,
247                                                   CeedScalar *e_data_full[2 * CEED_FIELD_MAX], CeedOperator_Blocked *impl) {
248   CeedInt             elem_size, num_comp;
249   CeedElemRestriction elem_restr;
250   CeedEvalMode        eval_mode;
251   CeedBasis           basis;
252 
253   for (CeedInt i = 0; i < num_output_fields; i++) {
254     // Get elem_size, eval_mode, size
255     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &elem_restr));
256     CeedCallBackend(CeedElemRestrictionGetElementSize(elem_restr, &elem_size));
257     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
258     // Basis action
259     switch (eval_mode) {
260       case CEED_EVAL_NONE:
261         break;  // No action
262       case CEED_EVAL_INTERP:
263       case CEED_EVAL_GRAD:
264       case CEED_EVAL_DIV:
265       case CEED_EVAL_CURL:
266         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[i], &basis));
267         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
268         CeedCallBackend(
269             CeedVectorSetArray(impl->e_vecs_out[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i + num_input_fields][e * elem_size * num_comp]));
270         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_TRANSPOSE, eval_mode, impl->q_vecs_out[i], impl->e_vecs_out[i]));
271         break;
272       // LCOV_EXCL_START
273       case CEED_EVAL_WEIGHT: {
274         Ceed ceed;
275         CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
276         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
277         // LCOV_EXCL_STOP
278       }
279     }
280   }
281   return CEED_ERROR_SUCCESS;
282 }
283 
284 //------------------------------------------------------------------------------
285 // Restore Input Vectors
286 //------------------------------------------------------------------------------
287 static inline int CeedOperatorRestoreInputs_Blocked(CeedInt num_input_fields, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
288                                                     bool skip_active, CeedScalar *e_data_full[2 * CEED_FIELD_MAX], CeedOperator_Blocked *impl) {
289   CeedEvalMode eval_mode;
290 
291   for (CeedInt i = 0; i < num_input_fields; i++) {
292     // Skip active inputs
293     if (skip_active) {
294       CeedVector vec;
295       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
296       if (vec == CEED_VECTOR_ACTIVE) continue;
297     }
298     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
299     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
300     } else {
301       CeedCallBackend(CeedVectorRestoreArrayRead(impl->e_vecs_full[i], (const CeedScalar **)&e_data_full[i]));
302     }
303   }
304   return CEED_ERROR_SUCCESS;
305 }
306 
307 //------------------------------------------------------------------------------
308 // Operator Apply
309 //------------------------------------------------------------------------------
310 static int CeedOperatorApplyAdd_Blocked(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
311   CeedOperator_Blocked *impl;
312   CeedCallBackend(CeedOperatorGetData(op, &impl));
313   const CeedInt blk_size = 8;
314   CeedInt       Q, num_input_fields, num_output_fields, num_elem, size;
315   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
316   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
317   CeedInt       num_blks = (num_elem / blk_size) + !!(num_elem % blk_size);
318   CeedQFunction qf;
319   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
320   CeedOperatorField *op_input_fields, *op_output_fields;
321   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
322   CeedQFunctionField *qf_input_fields, *qf_output_fields;
323   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
324   CeedEvalMode eval_mode;
325   CeedVector   vec;
326   CeedScalar  *e_data_full[2 * CEED_FIELD_MAX] = {0};
327 
328   // Setup
329   CeedCallBackend(CeedOperatorSetup_Blocked(op));
330 
331   // Restriction only operator
332   if (impl->is_identity_restr_op) {
333     CeedCallBackend(CeedElemRestrictionApply(impl->blk_restr[0], CEED_NOTRANSPOSE, in_vec, impl->e_vecs_full[0], request));
334     CeedCallBackend(CeedElemRestrictionApply(impl->blk_restr[1], CEED_TRANSPOSE, impl->e_vecs_full[0], out_vec, request));
335     return CEED_ERROR_SUCCESS;
336   }
337 
338   // Input Evecs and Restriction
339   CeedCallBackend(CeedOperatorSetupInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, in_vec, false, e_data_full, impl, request));
340 
341   // Output Evecs
342   for (CeedInt i = 0; i < num_output_fields; i++) {
343     CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_full[i + impl->num_inputs], CEED_MEM_HOST, &e_data_full[i + num_input_fields]));
344   }
345 
346   // Loop through elements
347   for (CeedInt e = 0; e < num_blks * blk_size; e += blk_size) {
348     // Output pointers
349     for (CeedInt i = 0; i < num_output_fields; i++) {
350       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
351       if (eval_mode == CEED_EVAL_NONE) {
352         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
353         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i + num_input_fields][e * Q * size]));
354       }
355     }
356 
357     // Input basis apply
358     CeedCallBackend(CeedOperatorInputBasis_Blocked(e, Q, qf_input_fields, op_input_fields, num_input_fields, blk_size, false, e_data_full, impl));
359 
360     // Q function
361     if (!impl->is_identity_qf) {
362       CeedCallBackend(CeedQFunctionApply(qf, Q * blk_size, impl->q_vecs_in, impl->q_vecs_out));
363     }
364 
365     // Output basis apply
366     CeedCallBackend(CeedOperatorOutputBasis_Blocked(e, Q, qf_output_fields, op_output_fields, blk_size, num_input_fields, num_output_fields, op,
367                                                     e_data_full, impl));
368   }
369 
370   // Output restriction
371   for (CeedInt i = 0; i < num_output_fields; i++) {
372     // Restore evec
373     CeedCallBackend(CeedVectorRestoreArray(impl->e_vecs_full[i + impl->num_inputs], &e_data_full[i + num_input_fields]));
374     // Get output vector
375     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
376     // Active
377     if (vec == CEED_VECTOR_ACTIVE) vec = out_vec;
378     // Restrict
379     CeedCallBackend(
380         CeedElemRestrictionApply(impl->blk_restr[i + impl->num_inputs], CEED_TRANSPOSE, impl->e_vecs_full[i + impl->num_inputs], vec, request));
381   }
382 
383   // Restore input arrays
384   CeedCallBackend(CeedOperatorRestoreInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, false, e_data_full, impl));
385 
386   return CEED_ERROR_SUCCESS;
387 }
388 
389 //------------------------------------------------------------------------------
390 // Core code for assembling linear QFunction
391 //------------------------------------------------------------------------------
392 static inline int CeedOperatorLinearAssembleQFunctionCore_Blocked(CeedOperator op, bool build_objects, CeedVector *assembled,
393                                                                   CeedElemRestriction *rstr, CeedRequest *request) {
394   CeedOperator_Blocked *impl;
395   CeedCallBackend(CeedOperatorGetData(op, &impl));
396   const CeedInt blk_size = 8;
397   CeedInt       Q, num_input_fields, num_output_fields, num_elem, size;
398   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
399   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
400   CeedInt       num_blks = (num_elem / blk_size) + !!(num_elem % blk_size);
401   CeedQFunction qf;
402   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
403   CeedOperatorField *op_input_fields, *op_output_fields;
404   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
405   CeedQFunctionField *qf_input_fields, *qf_output_fields;
406   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
407   CeedVector  vec, l_vec = impl->qf_l_vec;
408   CeedInt     num_active_in = impl->num_active_in, num_active_out = impl->num_active_out;
409   CeedSize    q_size;
410   CeedVector *active_in = impl->qf_active_in;
411   CeedScalar *a, *tmp;
412   Ceed        ceed;
413   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
414   CeedScalar *e_data_full[2 * CEED_FIELD_MAX] = {0};
415 
416   // Setup
417   CeedCallBackend(CeedOperatorSetup_Blocked(op));
418 
419   // Check for identity
420   CeedCheck(!impl->is_identity_qf, ceed, CEED_ERROR_BACKEND, "Assembling identity QFunctions not supported");
421 
422   // Input Evecs and Restriction
423   CeedCallBackend(CeedOperatorSetupInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, NULL, true, e_data_full, impl, request));
424 
425   // Count number of active input fields
426   if (!num_active_in) {
427     for (CeedInt i = 0; i < num_input_fields; i++) {
428       // Get input vector
429       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
430       // Check if active input
431       if (vec == CEED_VECTOR_ACTIVE) {
432         CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
433         CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
434         CeedCallBackend(CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_HOST, &tmp));
435         CeedCallBackend(CeedRealloc(num_active_in + size, &active_in));
436         for (CeedInt field = 0; field < size; field++) {
437           q_size = (CeedSize)Q * blk_size;
438           CeedCallBackend(CeedVectorCreate(ceed, q_size, &active_in[num_active_in + field]));
439           CeedCallBackend(CeedVectorSetArray(active_in[num_active_in + field], CEED_MEM_HOST, CEED_USE_POINTER, &tmp[field * Q * blk_size]));
440         }
441         num_active_in += size;
442         CeedCallBackend(CeedVectorRestoreArray(impl->q_vecs_in[i], &tmp));
443       }
444     }
445     impl->num_active_in = num_active_in;
446     impl->qf_active_in  = active_in;
447   }
448 
449   // Count number of active output fields
450   if (!num_active_out) {
451     for (CeedInt i = 0; i < num_output_fields; i++) {
452       // Get output vector
453       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
454       // Check if active output
455       if (vec == CEED_VECTOR_ACTIVE) {
456         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
457         num_active_out += size;
458       }
459     }
460     impl->num_active_out = num_active_out;
461   }
462 
463   // Check sizes
464   CeedCheck(num_active_in > 0 && num_active_out > 0, ceed, CEED_ERROR_BACKEND, "Cannot assemble QFunction without active inputs and outputs");
465 
466   // Setup Lvec
467   if (!l_vec) {
468     CeedSize l_size = (CeedSize)num_blks * blk_size * Q * num_active_in * num_active_out;
469     CeedCallBackend(CeedVectorCreate(ceed, l_size, &l_vec));
470     impl->qf_l_vec = l_vec;
471   }
472   CeedCallBackend(CeedVectorGetArrayWrite(l_vec, CEED_MEM_HOST, &a));
473 
474   // Build objects if needed
475   CeedInt strides[3] = {1, Q, num_active_in * num_active_out * Q};
476   if (build_objects) {
477     // Create output restriction
478     CeedCallBackend(CeedElemRestrictionCreateStrided(ceed, num_elem, Q, num_active_in * num_active_out, num_active_in * num_active_out * num_elem * Q,
479                                                      strides, rstr));
480     // Create assembled vector
481     CeedSize l_size = (CeedSize)num_elem * Q * num_active_in * num_active_out;
482     CeedCallBackend(CeedVectorCreate(ceed, l_size, assembled));
483   }
484 
485   // Loop through elements
486   for (CeedInt e = 0; e < num_blks * blk_size; e += blk_size) {
487     // Input basis apply
488     CeedCallBackend(CeedOperatorInputBasis_Blocked(e, Q, qf_input_fields, op_input_fields, num_input_fields, blk_size, true, e_data_full, impl));
489 
490     // Assemble QFunction
491     for (CeedInt in = 0; in < num_active_in; in++) {
492       // Set Inputs
493       CeedCallBackend(CeedVectorSetValue(active_in[in], 1.0));
494       if (num_active_in > 1) {
495         CeedCallBackend(CeedVectorSetValue(active_in[(in + num_active_in - 1) % num_active_in], 0.0));
496       }
497       // Set Outputs
498       for (CeedInt out = 0; out < num_output_fields; out++) {
499         // Get output vector
500         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &vec));
501         // Check if active output
502         if (vec == CEED_VECTOR_ACTIVE) {
503           CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_HOST, CEED_USE_POINTER, a));
504           CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[out], &size));
505           a += size * Q * blk_size;  // Advance the pointer by the size of the output
506         }
507       }
508       // Apply QFunction
509       CeedCallBackend(CeedQFunctionApply(qf, Q * blk_size, impl->q_vecs_in, impl->q_vecs_out));
510     }
511   }
512 
513   // Un-set output Qvecs to prevent accidental overwrite of Assembled
514   for (CeedInt out = 0; out < num_output_fields; out++) {
515     // Get output vector
516     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &vec));
517     // Check if active output
518     if (vec == CEED_VECTOR_ACTIVE) {
519       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_HOST, CEED_COPY_VALUES, NULL));
520     }
521   }
522 
523   // Restore input arrays
524   CeedCallBackend(CeedOperatorRestoreInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, true, e_data_full, impl));
525 
526   // Output blocked restriction
527   CeedCallBackend(CeedVectorRestoreArray(l_vec, &a));
528   CeedCallBackend(CeedVectorSetValue(*assembled, 0.0));
529   CeedElemRestriction blk_rstr = impl->qf_blk_rstr;
530   if (!impl->qf_blk_rstr) {
531     CeedCallBackend(CeedElemRestrictionCreateBlockedStrided(ceed, num_elem, Q, blk_size, num_active_in * num_active_out,
532                                                             num_active_in * num_active_out * num_elem * Q, strides, &blk_rstr));
533     impl->qf_blk_rstr = blk_rstr;
534   }
535   CeedCallBackend(CeedElemRestrictionApply(blk_rstr, CEED_TRANSPOSE, l_vec, *assembled, request));
536 
537   return CEED_ERROR_SUCCESS;
538 }
539 
540 //------------------------------------------------------------------------------
541 // Assemble Linear QFunction
542 //------------------------------------------------------------------------------
543 static int CeedOperatorLinearAssembleQFunction_Blocked(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
544   return CeedOperatorLinearAssembleQFunctionCore_Blocked(op, true, assembled, rstr, request);
545 }
546 
547 //------------------------------------------------------------------------------
548 // Update Assembled Linear QFunction
549 //------------------------------------------------------------------------------
550 static int CeedOperatorLinearAssembleQFunctionUpdate_Blocked(CeedOperator op, CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
551   return CeedOperatorLinearAssembleQFunctionCore_Blocked(op, false, &assembled, &rstr, request);
552 }
553 
554 //------------------------------------------------------------------------------
555 // Operator Destroy
556 //------------------------------------------------------------------------------
557 static int CeedOperatorDestroy_Blocked(CeedOperator op) {
558   CeedOperator_Blocked *impl;
559   CeedCallBackend(CeedOperatorGetData(op, &impl));
560 
561   for (CeedInt i = 0; i < impl->num_inputs + impl->num_outputs; i++) {
562     CeedCallBackend(CeedElemRestrictionDestroy(&impl->blk_restr[i]));
563     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_full[i]));
564   }
565   CeedCallBackend(CeedFree(&impl->blk_restr));
566   CeedCallBackend(CeedFree(&impl->e_vecs_full));
567   CeedCallBackend(CeedFree(&impl->input_states));
568 
569   for (CeedInt i = 0; i < impl->num_inputs; i++) {
570     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_in[i]));
571     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_in[i]));
572   }
573   CeedCallBackend(CeedFree(&impl->e_vecs_in));
574   CeedCallBackend(CeedFree(&impl->q_vecs_in));
575 
576   for (CeedInt i = 0; i < impl->num_outputs; i++) {
577     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_out[i]));
578     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_out[i]));
579   }
580   CeedCallBackend(CeedFree(&impl->e_vecs_out));
581   CeedCallBackend(CeedFree(&impl->q_vecs_out));
582 
583   // QFunction assembly data
584   for (CeedInt i = 0; i < impl->num_active_in; i++) {
585     CeedCallBackend(CeedVectorDestroy(&impl->qf_active_in[i]));
586   }
587   CeedCallBackend(CeedFree(&impl->qf_active_in));
588   CeedCallBackend(CeedVectorDestroy(&impl->qf_l_vec));
589   CeedCallBackend(CeedElemRestrictionDestroy(&impl->qf_blk_rstr));
590 
591   CeedCallBackend(CeedFree(&impl));
592   return CEED_ERROR_SUCCESS;
593 }
594 
595 //------------------------------------------------------------------------------
596 // Operator Create
597 //------------------------------------------------------------------------------
598 int CeedOperatorCreate_Blocked(CeedOperator op) {
599   Ceed ceed;
600   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
601   CeedOperator_Blocked *impl;
602 
603   CeedCallBackend(CeedCalloc(1, &impl));
604   CeedCallBackend(CeedOperatorSetData(op, impl));
605 
606   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunction_Blocked));
607   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunctionUpdate", CeedOperatorLinearAssembleQFunctionUpdate_Blocked));
608   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Blocked));
609   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Blocked));
610   return CEED_ERROR_SUCCESS;
611 }
612 
613 //------------------------------------------------------------------------------
614