xref: /libCEED/backends/blocked/ceed-blocked-operator.c (revision 00d548f6cce3ebb77e7917d79b50a2a368cad12e)
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/backend.h>
9 #include <ceed/ceed.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         CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
81         CeedCallBackend(CeedQFunctionFieldGetSize(qf_fields[i], &size));
82         CeedCallBackend(CeedBasisGetNumNodes(basis, &P));
83         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
84         e_size = (CeedSize)P * num_comp * blk_size;
85         CeedCallBackend(CeedVectorCreate(ceed, e_size, &e_vecs[i]));
86         q_size = (CeedSize)Q * size * blk_size;
87         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
88         break;
89       case CEED_EVAL_WEIGHT:  // Only on input fields
90         CeedCallBackend(CeedOperatorFieldGetBasis(op_fields[i], &basis));
91         q_size = (CeedSize)Q * blk_size;
92         CeedCallBackend(CeedVectorCreate(ceed, q_size, &q_vecs[i]));
93         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE, CEED_EVAL_WEIGHT, CEED_VECTOR_NONE, q_vecs[i]));
94         break;
95       case CEED_EVAL_CURL:
96         break;  // Not implemented
97     }
98   }
99   return CEED_ERROR_SUCCESS;
100 }
101 
102 //------------------------------------------------------------------------------
103 // Setup Operator
104 //------------------------------------------------------------------------------
105 static int CeedOperatorSetup_Blocked(CeedOperator op) {
106   bool is_setup_done;
107   CeedCallBackend(CeedOperatorIsSetupDone(op, &is_setup_done));
108   if (is_setup_done) return CEED_ERROR_SUCCESS;
109   Ceed ceed;
110   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
111   CeedOperator_Blocked *impl;
112   CeedCallBackend(CeedOperatorGetData(op, &impl));
113   CeedQFunction qf;
114   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
115   CeedInt Q, num_input_fields, num_output_fields;
116   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
117   CeedCallBackend(CeedQFunctionIsIdentity(qf, &impl->is_identity_qf));
118   CeedOperatorField *op_input_fields, *op_output_fields;
119   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
120   CeedQFunctionField *qf_input_fields, *qf_output_fields;
121   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
122 
123   // Allocate
124   CeedCallBackend(CeedCalloc(num_input_fields + num_output_fields, &impl->blk_restr));
125   CeedCallBackend(CeedCalloc(num_input_fields + num_output_fields, &impl->e_vecs_full));
126 
127   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->input_states));
128   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->e_vecs_in));
129   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->e_vecs_out));
130   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_in));
131   CeedCallBackend(CeedCalloc(CEED_FIELD_MAX, &impl->q_vecs_out));
132 
133   impl->num_inputs  = num_input_fields;
134   impl->num_outputs = num_output_fields;
135 
136   // Set up infield and outfield pointer arrays
137   // Infields
138   CeedCallBackend(
139       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));
140   // Outfields
141   CeedCallBackend(CeedOperatorSetupFields_Blocked(qf, op, false, impl->blk_restr, impl->e_vecs_full, impl->e_vecs_out, impl->q_vecs_out,
142                                                   num_input_fields, num_output_fields, Q));
143 
144   // Identity QFunctions
145   if (impl->is_identity_qf) {
146     CeedEvalMode        in_mode, out_mode;
147     CeedQFunctionField *in_fields, *out_fields;
148     CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &in_fields, NULL, &out_fields));
149     CeedCallBackend(CeedQFunctionFieldGetEvalMode(in_fields[0], &in_mode));
150     CeedCallBackend(CeedQFunctionFieldGetEvalMode(out_fields[0], &out_mode));
151 
152     if (in_mode == CEED_EVAL_NONE && out_mode == CEED_EVAL_NONE) {
153       impl->is_identity_restr_op = true;
154     } else {
155       CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_out[0]));
156       impl->q_vecs_out[0] = impl->q_vecs_in[0];
157       CeedCallBackend(CeedVectorAddReference(impl->q_vecs_in[0]));
158     }
159   }
160 
161   CeedCallBackend(CeedOperatorSetSetupDone(op));
162 
163   return CEED_ERROR_SUCCESS;
164 }
165 
166 //------------------------------------------------------------------------------
167 // Setup Operator Inputs
168 //------------------------------------------------------------------------------
169 static inline int CeedOperatorSetupInputs_Blocked(CeedInt num_input_fields, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
170                                                   CeedVector in_vec, bool skip_active, CeedScalar *e_data_full[2 * CEED_FIELD_MAX],
171                                                   CeedOperator_Blocked *impl, CeedRequest *request) {
172   CeedEvalMode eval_mode;
173   CeedVector   vec;
174   uint64_t     state;
175 
176   for (CeedInt i = 0; i < num_input_fields; i++) {
177     // Get input vector
178     CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
179     if (vec == CEED_VECTOR_ACTIVE) {
180       if (skip_active) continue;
181       else vec = in_vec;
182     }
183 
184     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
185     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
186     } else {
187       // Restrict
188       CeedCallBackend(CeedVectorGetState(vec, &state));
189       if (state != impl->input_states[i] || vec == in_vec) {
190         CeedCallBackend(CeedElemRestrictionApply(impl->blk_restr[i], CEED_NOTRANSPOSE, vec, impl->e_vecs_full[i], request));
191         impl->input_states[i] = state;
192       }
193       // Get evec
194       CeedCallBackend(CeedVectorGetArrayRead(impl->e_vecs_full[i], CEED_MEM_HOST, (const CeedScalar **)&e_data_full[i]));
195     }
196   }
197   return CEED_ERROR_SUCCESS;
198 }
199 
200 //------------------------------------------------------------------------------
201 // Input Basis Action
202 //------------------------------------------------------------------------------
203 static inline int CeedOperatorInputBasis_Blocked(CeedInt e, CeedInt Q, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
204                                                  CeedInt num_input_fields, CeedInt blk_size, bool skip_active,
205                                                  CeedScalar *e_data_full[2 * CEED_FIELD_MAX], CeedOperator_Blocked *impl) {
206   CeedInt             elem_size, size, num_comp;
207   CeedElemRestriction elem_restr;
208   CeedEvalMode        eval_mode;
209   CeedBasis           basis;
210 
211   for (CeedInt i = 0; i < num_input_fields; i++) {
212     // Skip active input
213     if (skip_active) {
214       CeedVector vec;
215       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
216       if (vec == CEED_VECTOR_ACTIVE) continue;
217     }
218 
219     // Get elem_size, eval_mode, size
220     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_input_fields[i], &elem_restr));
221     CeedCallBackend(CeedElemRestrictionGetElementSize(elem_restr, &elem_size));
222     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
223     CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
224     // Basis action
225     switch (eval_mode) {
226       case CEED_EVAL_NONE:
227         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_in[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i][e * Q * size]));
228         break;
229       case CEED_EVAL_INTERP:
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, CEED_EVAL_INTERP, impl->e_vecs_in[i], impl->q_vecs_in[i]));
234         break;
235       case CEED_EVAL_GRAD:
236         CeedCallBackend(CeedOperatorFieldGetBasis(op_input_fields[i], &basis));
237         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
238         CeedCallBackend(CeedVectorSetArray(impl->e_vecs_in[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i][e * elem_size * num_comp]));
239         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE, CEED_EVAL_GRAD, impl->e_vecs_in[i], impl->q_vecs_in[i]));
240         break;
241       case CEED_EVAL_DIV:
242         CeedCallBackend(CeedOperatorFieldGetBasis(op_input_fields[i], &basis));
243         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
244         CeedCallBackend(CeedVectorSetArray(impl->e_vecs_in[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i][e * elem_size * num_comp]));
245         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_NOTRANSPOSE, CEED_EVAL_DIV, impl->e_vecs_in[i], impl->q_vecs_in[i]));
246         break;
247       case CEED_EVAL_WEIGHT:
248         break;  // No action
249       // LCOV_EXCL_START
250       case CEED_EVAL_CURL: {
251         CeedCallBackend(CeedOperatorFieldGetBasis(op_input_fields[i], &basis));
252         Ceed ceed;
253         CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
254         return CeedError(ceed, CEED_ERROR_BACKEND, "Ceed evaluation mode not implemented");
255         // LCOV_EXCL_STOP
256       }
257     }
258   }
259   return CEED_ERROR_SUCCESS;
260 }
261 
262 //------------------------------------------------------------------------------
263 // Output Basis Action
264 //------------------------------------------------------------------------------
265 static inline int CeedOperatorOutputBasis_Blocked(CeedInt e, CeedInt Q, CeedQFunctionField *qf_output_fields, CeedOperatorField *op_output_fields,
266                                                   CeedInt blk_size, CeedInt num_input_fields, CeedInt num_output_fields, CeedOperator op,
267                                                   CeedScalar *e_data_full[2 * CEED_FIELD_MAX], CeedOperator_Blocked *impl) {
268   CeedInt             elem_size, num_comp;
269   CeedElemRestriction elem_restr;
270   CeedEvalMode        eval_mode;
271   CeedBasis           basis;
272 
273   for (CeedInt i = 0; i < num_output_fields; i++) {
274     // Get elem_size, eval_mode, size
275     CeedCallBackend(CeedOperatorFieldGetElemRestriction(op_output_fields[i], &elem_restr));
276     CeedCallBackend(CeedElemRestrictionGetElementSize(elem_restr, &elem_size));
277     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
278     // Basis action
279     switch (eval_mode) {
280       case CEED_EVAL_NONE:
281         break;  // No action
282       case CEED_EVAL_INTERP:
283         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[i], &basis));
284         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
285         CeedCallBackend(
286             CeedVectorSetArray(impl->e_vecs_out[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i + num_input_fields][e * elem_size * num_comp]));
287         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_TRANSPOSE, CEED_EVAL_INTERP, impl->q_vecs_out[i], impl->e_vecs_out[i]));
288         break;
289       case CEED_EVAL_GRAD:
290         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[i], &basis));
291         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
292         CeedCallBackend(
293             CeedVectorSetArray(impl->e_vecs_out[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i + num_input_fields][e * elem_size * num_comp]));
294         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_TRANSPOSE, CEED_EVAL_GRAD, impl->q_vecs_out[i], impl->e_vecs_out[i]));
295         break;
296       case CEED_EVAL_DIV:
297         CeedCallBackend(CeedOperatorFieldGetBasis(op_output_fields[i], &basis));
298         CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
299         CeedCallBackend(
300             CeedVectorSetArray(impl->e_vecs_out[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i + num_input_fields][e * elem_size * num_comp]));
301         CeedCallBackend(CeedBasisApply(basis, blk_size, CEED_TRANSPOSE, CEED_EVAL_DIV, impl->q_vecs_out[i], impl->e_vecs_out[i]));
302         break;
303       // LCOV_EXCL_START
304       case CEED_EVAL_WEIGHT: {
305         Ceed ceed;
306         CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
307         return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
308       }
309       case CEED_EVAL_CURL: {
310         Ceed ceed;
311         CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
312         return CeedError(ceed, CEED_ERROR_BACKEND, "Ceed evaluation mode not implemented");
313         // LCOV_EXCL_STOP
314       }
315     }
316   }
317   return CEED_ERROR_SUCCESS;
318 }
319 
320 //------------------------------------------------------------------------------
321 // Restore Input Vectors
322 //------------------------------------------------------------------------------
323 static inline int CeedOperatorRestoreInputs_Blocked(CeedInt num_input_fields, CeedQFunctionField *qf_input_fields, CeedOperatorField *op_input_fields,
324                                                     bool skip_active, CeedScalar *e_data_full[2 * CEED_FIELD_MAX], CeedOperator_Blocked *impl) {
325   CeedEvalMode eval_mode;
326 
327   for (CeedInt i = 0; i < num_input_fields; i++) {
328     // Skip active inputs
329     if (skip_active) {
330       CeedVector vec;
331       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
332       if (vec == CEED_VECTOR_ACTIVE) continue;
333     }
334     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
335     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
336     } else {
337       CeedCallBackend(CeedVectorRestoreArrayRead(impl->e_vecs_full[i], (const CeedScalar **)&e_data_full[i]));
338     }
339   }
340   return CEED_ERROR_SUCCESS;
341 }
342 
343 //------------------------------------------------------------------------------
344 // Operator Apply
345 //------------------------------------------------------------------------------
346 static int CeedOperatorApplyAdd_Blocked(CeedOperator op, CeedVector in_vec, CeedVector out_vec, CeedRequest *request) {
347   CeedOperator_Blocked *impl;
348   CeedCallBackend(CeedOperatorGetData(op, &impl));
349   const CeedInt blk_size = 8;
350   CeedInt       Q, num_input_fields, num_output_fields, num_elem, size;
351   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
352   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
353   CeedInt       num_blks = (num_elem / blk_size) + !!(num_elem % blk_size);
354   CeedQFunction qf;
355   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
356   CeedOperatorField *op_input_fields, *op_output_fields;
357   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
358   CeedQFunctionField *qf_input_fields, *qf_output_fields;
359   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
360   CeedEvalMode eval_mode;
361   CeedVector   vec;
362   CeedScalar  *e_data_full[2 * CEED_FIELD_MAX] = {0};
363 
364   // Setup
365   CeedCallBackend(CeedOperatorSetup_Blocked(op));
366 
367   // Restriction only operator
368   if (impl->is_identity_restr_op) {
369     CeedCallBackend(CeedElemRestrictionApply(impl->blk_restr[0], CEED_NOTRANSPOSE, in_vec, impl->e_vecs_full[0], request));
370     CeedCallBackend(CeedElemRestrictionApply(impl->blk_restr[1], CEED_TRANSPOSE, impl->e_vecs_full[0], out_vec, request));
371     return CEED_ERROR_SUCCESS;
372   }
373 
374   // Input Evecs and Restriction
375   CeedCallBackend(CeedOperatorSetupInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, in_vec, false, e_data_full, impl, request));
376 
377   // Output Evecs
378   for (CeedInt i = 0; i < num_output_fields; i++) {
379     CeedCallBackend(CeedVectorGetArrayWrite(impl->e_vecs_full[i + impl->num_inputs], CEED_MEM_HOST, &e_data_full[i + num_input_fields]));
380   }
381 
382   // Loop through elements
383   for (CeedInt e = 0; e < num_blks * blk_size; e += blk_size) {
384     // Output pointers
385     for (CeedInt i = 0; i < num_output_fields; i++) {
386       CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
387       if (eval_mode == CEED_EVAL_NONE) {
388         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
389         CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[i], CEED_MEM_HOST, CEED_USE_POINTER, &e_data_full[i + num_input_fields][e * Q * size]));
390       }
391     }
392 
393     // Input basis apply
394     CeedCallBackend(CeedOperatorInputBasis_Blocked(e, Q, qf_input_fields, op_input_fields, num_input_fields, blk_size, false, e_data_full, impl));
395 
396     // Q function
397     if (!impl->is_identity_qf) {
398       CeedCallBackend(CeedQFunctionApply(qf, Q * blk_size, impl->q_vecs_in, impl->q_vecs_out));
399     }
400 
401     // Output basis apply
402     CeedCallBackend(CeedOperatorOutputBasis_Blocked(e, Q, qf_output_fields, op_output_fields, blk_size, num_input_fields, num_output_fields, op,
403                                                     e_data_full, impl));
404   }
405 
406   // Output restriction
407   for (CeedInt i = 0; i < num_output_fields; i++) {
408     // Restore evec
409     CeedCallBackend(CeedVectorRestoreArray(impl->e_vecs_full[i + impl->num_inputs], &e_data_full[i + num_input_fields]));
410     // Get output vector
411     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
412     // Active
413     if (vec == CEED_VECTOR_ACTIVE) vec = out_vec;
414     // Restrict
415     CeedCallBackend(
416         CeedElemRestrictionApply(impl->blk_restr[i + impl->num_inputs], CEED_TRANSPOSE, impl->e_vecs_full[i + impl->num_inputs], vec, request));
417   }
418 
419   // Restore input arrays
420   CeedCallBackend(CeedOperatorRestoreInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, false, e_data_full, impl));
421 
422   return CEED_ERROR_SUCCESS;
423 }
424 
425 //------------------------------------------------------------------------------
426 // Core code for assembling linear QFunction
427 //------------------------------------------------------------------------------
428 static inline int CeedOperatorLinearAssembleQFunctionCore_Blocked(CeedOperator op, bool build_objects, CeedVector *assembled,
429                                                                   CeedElemRestriction *rstr, CeedRequest *request) {
430   CeedOperator_Blocked *impl;
431   CeedCallBackend(CeedOperatorGetData(op, &impl));
432   const CeedInt blk_size = 8;
433   CeedInt       Q, num_input_fields, num_output_fields, num_elem, size;
434   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
435   CeedCallBackend(CeedOperatorGetNumQuadraturePoints(op, &Q));
436   CeedInt       num_blks = (num_elem / blk_size) + !!(num_elem % blk_size);
437   CeedQFunction qf;
438   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
439   CeedOperatorField *op_input_fields, *op_output_fields;
440   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
441   CeedQFunctionField *qf_input_fields, *qf_output_fields;
442   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
443   CeedVector  vec, l_vec = impl->qf_l_vec;
444   CeedInt     num_active_in = impl->num_active_in, num_active_out = impl->num_active_out;
445   CeedSize    q_size;
446   CeedVector *active_in = impl->qf_active_in;
447   CeedScalar *a, *tmp;
448   Ceed        ceed;
449   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
450   CeedScalar *e_data_full[2 * CEED_FIELD_MAX] = {0};
451 
452   // Setup
453   CeedCallBackend(CeedOperatorSetup_Blocked(op));
454 
455   // Check for identity
456   if (impl->is_identity_qf) {
457     // LCOV_EXCL_START
458     return CeedError(ceed, CEED_ERROR_BACKEND, "Assembling identity QFunctions not supported");
459     // LCOV_EXCL_STOP
460   }
461 
462   // Input Evecs and Restriction
463   CeedCallBackend(CeedOperatorSetupInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, NULL, true, e_data_full, impl, request));
464 
465   // Count number of active input fields
466   if (!num_active_in) {
467     for (CeedInt i = 0; i < num_input_fields; i++) {
468       // Get input vector
469       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
470       // Check if active input
471       if (vec == CEED_VECTOR_ACTIVE) {
472         CeedCallBackend(CeedQFunctionFieldGetSize(qf_input_fields[i], &size));
473         CeedCallBackend(CeedVectorSetValue(impl->q_vecs_in[i], 0.0));
474         CeedCallBackend(CeedVectorGetArray(impl->q_vecs_in[i], CEED_MEM_HOST, &tmp));
475         CeedCallBackend(CeedRealloc(num_active_in + size, &active_in));
476         for (CeedInt field = 0; field < size; field++) {
477           q_size = (CeedSize)Q * blk_size;
478           CeedCallBackend(CeedVectorCreate(ceed, q_size, &active_in[num_active_in + field]));
479           CeedCallBackend(CeedVectorSetArray(active_in[num_active_in + field], CEED_MEM_HOST, CEED_USE_POINTER, &tmp[field * Q * blk_size]));
480         }
481         num_active_in += size;
482         CeedCallBackend(CeedVectorRestoreArray(impl->q_vecs_in[i], &tmp));
483       }
484     }
485     impl->num_active_in = num_active_in;
486     impl->qf_active_in  = active_in;
487   }
488 
489   // Count number of active output fields
490   if (!num_active_out) {
491     for (CeedInt i = 0; i < num_output_fields; i++) {
492       // Get output vector
493       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
494       // Check if active output
495       if (vec == CEED_VECTOR_ACTIVE) {
496         CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[i], &size));
497         num_active_out += size;
498       }
499     }
500     impl->num_active_out = num_active_out;
501   }
502 
503   // Check sizes
504   if (!num_active_in || !num_active_out) {
505     // LCOV_EXCL_START
506     return CeedError(ceed, CEED_ERROR_BACKEND, "Cannot assemble QFunction without active inputs and outputs");
507     // LCOV_EXCL_STOP
508   }
509 
510   // Setup Lvec
511   if (!l_vec) {
512     CeedSize l_size = (CeedSize)num_blks * blk_size * Q * num_active_in * num_active_out;
513     CeedCallBackend(CeedVectorCreate(ceed, l_size, &l_vec));
514     impl->qf_l_vec = l_vec;
515   }
516   CeedCallBackend(CeedVectorGetArrayWrite(l_vec, CEED_MEM_HOST, &a));
517 
518   // Build objects if needed
519   CeedInt strides[3] = {1, Q, num_active_in * num_active_out * Q};
520   if (build_objects) {
521     // Create output restriction
522     CeedCallBackend(CeedElemRestrictionCreateStrided(ceed, num_elem, Q, num_active_in * num_active_out, num_active_in * num_active_out * num_elem * Q,
523                                                      strides, rstr));
524     // Create assembled vector
525     CeedSize l_size = (CeedSize)num_elem * Q * num_active_in * num_active_out;
526     CeedCallBackend(CeedVectorCreate(ceed, l_size, assembled));
527   }
528 
529   // Loop through elements
530   for (CeedInt e = 0; e < num_blks * blk_size; e += blk_size) {
531     // Input basis apply
532     CeedCallBackend(CeedOperatorInputBasis_Blocked(e, Q, qf_input_fields, op_input_fields, num_input_fields, blk_size, true, e_data_full, impl));
533 
534     // Assemble QFunction
535     for (CeedInt in = 0; in < num_active_in; in++) {
536       // Set Inputs
537       CeedCallBackend(CeedVectorSetValue(active_in[in], 1.0));
538       if (num_active_in > 1) {
539         CeedCallBackend(CeedVectorSetValue(active_in[(in + num_active_in - 1) % num_active_in], 0.0));
540       }
541       // Set Outputs
542       for (CeedInt out = 0; out < num_output_fields; out++) {
543         // Get output vector
544         CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &vec));
545         // Check if active output
546         if (vec == CEED_VECTOR_ACTIVE) {
547           CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_HOST, CEED_USE_POINTER, a));
548           CeedCallBackend(CeedQFunctionFieldGetSize(qf_output_fields[out], &size));
549           a += size * Q * blk_size;  // Advance the pointer by the size of the output
550         }
551       }
552       // Apply QFunction
553       CeedCallBackend(CeedQFunctionApply(qf, Q * blk_size, impl->q_vecs_in, impl->q_vecs_out));
554     }
555   }
556 
557   // Un-set output Qvecs to prevent accidental overwrite of Assembled
558   for (CeedInt out = 0; out < num_output_fields; out++) {
559     // Get output vector
560     CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[out], &vec));
561     // Check if active output
562     if (vec == CEED_VECTOR_ACTIVE) {
563       CeedCallBackend(CeedVectorSetArray(impl->q_vecs_out[out], CEED_MEM_HOST, CEED_COPY_VALUES, NULL));
564     }
565   }
566 
567   // Restore input arrays
568   CeedCallBackend(CeedOperatorRestoreInputs_Blocked(num_input_fields, qf_input_fields, op_input_fields, true, e_data_full, impl));
569 
570   // Output blocked restriction
571   CeedCallBackend(CeedVectorRestoreArray(l_vec, &a));
572   CeedCallBackend(CeedVectorSetValue(*assembled, 0.0));
573   CeedElemRestriction blk_rstr = impl->qf_blk_rstr;
574   if (!impl->qf_blk_rstr) {
575     CeedCallBackend(CeedElemRestrictionCreateBlockedStrided(ceed, num_elem, Q, blk_size, num_active_in * num_active_out,
576                                                             num_active_in * num_active_out * num_elem * Q, strides, &blk_rstr));
577     impl->qf_blk_rstr = blk_rstr;
578   }
579   CeedCallBackend(CeedElemRestrictionApply(blk_rstr, CEED_TRANSPOSE, l_vec, *assembled, request));
580 
581   return CEED_ERROR_SUCCESS;
582 }
583 
584 //------------------------------------------------------------------------------
585 // Assemble Linear QFunction
586 //------------------------------------------------------------------------------
587 static int CeedOperatorLinearAssembleQFunction_Blocked(CeedOperator op, CeedVector *assembled, CeedElemRestriction *rstr, CeedRequest *request) {
588   return CeedOperatorLinearAssembleQFunctionCore_Blocked(op, true, assembled, rstr, request);
589 }
590 
591 //------------------------------------------------------------------------------
592 // Update Assembled Linear QFunction
593 //------------------------------------------------------------------------------
594 static int CeedOperatorLinearAssembleQFunctionUpdate_Blocked(CeedOperator op, CeedVector assembled, CeedElemRestriction rstr, CeedRequest *request) {
595   return CeedOperatorLinearAssembleQFunctionCore_Blocked(op, false, &assembled, &rstr, request);
596 }
597 
598 //------------------------------------------------------------------------------
599 // Operator Destroy
600 //------------------------------------------------------------------------------
601 static int CeedOperatorDestroy_Blocked(CeedOperator op) {
602   CeedOperator_Blocked *impl;
603   CeedCallBackend(CeedOperatorGetData(op, &impl));
604 
605   for (CeedInt i = 0; i < impl->num_inputs + impl->num_outputs; i++) {
606     CeedCallBackend(CeedElemRestrictionDestroy(&impl->blk_restr[i]));
607     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_full[i]));
608   }
609   CeedCallBackend(CeedFree(&impl->blk_restr));
610   CeedCallBackend(CeedFree(&impl->e_vecs_full));
611   CeedCallBackend(CeedFree(&impl->input_states));
612 
613   for (CeedInt i = 0; i < impl->num_inputs; i++) {
614     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_in[i]));
615     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_in[i]));
616   }
617   CeedCallBackend(CeedFree(&impl->e_vecs_in));
618   CeedCallBackend(CeedFree(&impl->q_vecs_in));
619 
620   for (CeedInt i = 0; i < impl->num_outputs; i++) {
621     CeedCallBackend(CeedVectorDestroy(&impl->e_vecs_out[i]));
622     CeedCallBackend(CeedVectorDestroy(&impl->q_vecs_out[i]));
623   }
624   CeedCallBackend(CeedFree(&impl->e_vecs_out));
625   CeedCallBackend(CeedFree(&impl->q_vecs_out));
626 
627   // QFunction assembly data
628   for (CeedInt i = 0; i < impl->num_active_in; i++) {
629     CeedCallBackend(CeedVectorDestroy(&impl->qf_active_in[i]));
630   }
631   CeedCallBackend(CeedFree(&impl->qf_active_in));
632   CeedCallBackend(CeedVectorDestroy(&impl->qf_l_vec));
633   CeedCallBackend(CeedElemRestrictionDestroy(&impl->qf_blk_rstr));
634 
635   CeedCallBackend(CeedFree(&impl));
636   return CEED_ERROR_SUCCESS;
637 }
638 
639 //------------------------------------------------------------------------------
640 // Operator Create
641 //------------------------------------------------------------------------------
642 int CeedOperatorCreate_Blocked(CeedOperator op) {
643   Ceed ceed;
644   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
645   CeedOperator_Blocked *impl;
646 
647   CeedCallBackend(CeedCalloc(1, &impl));
648   CeedCallBackend(CeedOperatorSetData(op, impl));
649 
650   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunction", CeedOperatorLinearAssembleQFunction_Blocked));
651   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "LinearAssembleQFunctionUpdate", CeedOperatorLinearAssembleQFunctionUpdate_Blocked));
652   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Blocked));
653   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Blocked));
654   return CEED_ERROR_SUCCESS;
655 }
656 //------------------------------------------------------------------------------
657