xref: /libCEED/backends/opt/ceed-opt-operator.c (revision 8795c9458136fc8cad6e4d699e4c8f3c99be02e2)
189c6efa4Sjeremylt // Copyright (c) 2017-2018, Lawrence Livermore National Security, LLC.
289c6efa4Sjeremylt // Produced at the Lawrence Livermore National Laboratory. LLNL-CODE-734707.
389c6efa4Sjeremylt // All Rights reserved. See files LICENSE and NOTICE for details.
489c6efa4Sjeremylt //
589c6efa4Sjeremylt // This file is part of CEED, a collection of benchmarks, miniapps, software
689c6efa4Sjeremylt // libraries and APIs for efficient high-order finite element and spectral
789c6efa4Sjeremylt // element discretizations for exascale applications. For more information and
889c6efa4Sjeremylt // source code availability see http://github.com/ceed.
989c6efa4Sjeremylt //
1089c6efa4Sjeremylt // The CEED research is supported by the Exascale Computing Project 17-SC-20-SC,
1189c6efa4Sjeremylt // a collaborative effort of two U.S. Department of Energy organizations (Office
1289c6efa4Sjeremylt // of Science and the National Nuclear Security Administration) responsible for
1389c6efa4Sjeremylt // the planning and preparation of a capable exascale ecosystem, including
1489c6efa4Sjeremylt // software, applications, hardware, advanced system engineering and early
1589c6efa4Sjeremylt // testbed platforms, in support of the nation's exascale computing imperative.
1689c6efa4Sjeremylt 
1789c6efa4Sjeremylt #include <string.h>
1889c6efa4Sjeremylt #include "ceed-opt.h"
1989c6efa4Sjeremylt #include "../ref/ceed-ref.h"
2089c6efa4Sjeremylt 
2189c6efa4Sjeremylt static int CeedOperatorDestroy_Opt(CeedOperator op) {
2289c6efa4Sjeremylt   int ierr;
2389c6efa4Sjeremylt   CeedOperator_Opt *impl;
2489c6efa4Sjeremylt   ierr = CeedOperatorGetData(op, (void *)&impl); CeedChk(ierr);
2589c6efa4Sjeremylt 
2689c6efa4Sjeremylt   for (CeedInt i=0; i<impl->numein+impl->numeout; i++) {
2789c6efa4Sjeremylt     ierr = CeedElemRestrictionDestroy(&impl->blkrestr[i]); CeedChk(ierr);
2889c6efa4Sjeremylt     ierr = CeedVectorDestroy(&impl->evecs[i]); CeedChk(ierr);
2989c6efa4Sjeremylt   }
3089c6efa4Sjeremylt   ierr = CeedFree(&impl->blkrestr); CeedChk(ierr);
3189c6efa4Sjeremylt   ierr = CeedFree(&impl->evecs); CeedChk(ierr);
3289c6efa4Sjeremylt   ierr = CeedFree(&impl->edata); CeedChk(ierr);
3389c6efa4Sjeremylt   ierr = CeedFree(&impl->inputstate); CeedChk(ierr);
3489c6efa4Sjeremylt 
3589c6efa4Sjeremylt   for (CeedInt i=0; i<impl->numein; i++) {
3689c6efa4Sjeremylt     ierr = CeedVectorDestroy(&impl->evecsin[i]); CeedChk(ierr);
3789c6efa4Sjeremylt     ierr = CeedVectorDestroy(&impl->qvecsin[i]); CeedChk(ierr);
3889c6efa4Sjeremylt   }
3989c6efa4Sjeremylt   ierr = CeedFree(&impl->evecsin); CeedChk(ierr);
4089c6efa4Sjeremylt   ierr = CeedFree(&impl->qvecsin); CeedChk(ierr);
4189c6efa4Sjeremylt 
4289c6efa4Sjeremylt   for (CeedInt i=0; i<impl->numeout; i++) {
4389c6efa4Sjeremylt     ierr = CeedVectorDestroy(&impl->evecsout[i]); CeedChk(ierr);
4489c6efa4Sjeremylt     ierr = CeedVectorDestroy(&impl->qvecsout[i]); CeedChk(ierr);
4589c6efa4Sjeremylt   }
4689c6efa4Sjeremylt   ierr = CeedFree(&impl->evecsout); CeedChk(ierr);
4789c6efa4Sjeremylt   ierr = CeedFree(&impl->qvecsout); CeedChk(ierr);
4889c6efa4Sjeremylt 
4989c6efa4Sjeremylt   ierr = CeedFree(&impl); CeedChk(ierr);
5089c6efa4Sjeremylt   return 0;
5189c6efa4Sjeremylt }
5289c6efa4Sjeremylt 
5389c6efa4Sjeremylt /*
5489c6efa4Sjeremylt   Setup infields or outfields
5589c6efa4Sjeremylt  */
5689c6efa4Sjeremylt static int CeedOperatorSetupFields_Opt(CeedQFunction qf, CeedOperator op,
5789c6efa4Sjeremylt     bool inOrOut, const CeedInt blksize,
5889c6efa4Sjeremylt     CeedElemRestriction *blkrestr,
5989c6efa4Sjeremylt     CeedVector *fullevecs, CeedVector *evecs,
6089c6efa4Sjeremylt     CeedVector *qvecs, CeedInt starte,
6189c6efa4Sjeremylt     CeedInt numfields, CeedInt Q) {
6289c6efa4Sjeremylt   CeedInt dim, ierr, ncomp, P;
6389c6efa4Sjeremylt   Ceed ceed;
6489c6efa4Sjeremylt   ierr = CeedOperatorGetCeed(op, &ceed); CeedChk(ierr);
6589c6efa4Sjeremylt   CeedBasis basis;
6689c6efa4Sjeremylt   CeedElemRestriction r;
6789c6efa4Sjeremylt   CeedOperatorField *opfields;
6889c6efa4Sjeremylt   CeedQFunctionField *qffields;
6989c6efa4Sjeremylt   if (inOrOut) {
7089c6efa4Sjeremylt     ierr = CeedOperatorGetFields(op, NULL, &opfields);
7189c6efa4Sjeremylt     CeedChk(ierr);
7289c6efa4Sjeremylt     ierr = CeedQFunctionGetFields(qf, NULL, &qffields);
7389c6efa4Sjeremylt     CeedChk(ierr);
7489c6efa4Sjeremylt   } else {
7589c6efa4Sjeremylt     ierr = CeedOperatorGetFields(op, &opfields, NULL);
7689c6efa4Sjeremylt     CeedChk(ierr);
7789c6efa4Sjeremylt     ierr = CeedQFunctionGetFields(qf, &qffields, NULL);
7889c6efa4Sjeremylt     CeedChk(ierr);
7989c6efa4Sjeremylt   }
8089c6efa4Sjeremylt 
8189c6efa4Sjeremylt   // Loop over fields
8289c6efa4Sjeremylt   for (CeedInt i=0; i<numfields; i++) {
8389c6efa4Sjeremylt     CeedEvalMode emode;
8489c6efa4Sjeremylt     ierr = CeedQFunctionFieldGetEvalMode(qffields[i], &emode); CeedChk(ierr);
8589c6efa4Sjeremylt 
8689c6efa4Sjeremylt     if (emode != CEED_EVAL_WEIGHT) {
8789c6efa4Sjeremylt       ierr = CeedOperatorFieldGetElemRestriction(opfields[i], &r);
8889c6efa4Sjeremylt       CeedChk(ierr);
8989c6efa4Sjeremylt       CeedElemRestriction_Ref *data;
9089c6efa4Sjeremylt       ierr = CeedElemRestrictionGetData(r, (void *)&data); CeedChk(ierr);
9189c6efa4Sjeremylt       Ceed ceed;
9289c6efa4Sjeremylt       ierr = CeedElemRestrictionGetCeed(r, &ceed); CeedChk(ierr);
93*8795c945Sjeremylt       CeedInt nelem, elemsize, nnodes;
9489c6efa4Sjeremylt       ierr = CeedElemRestrictionGetNumElements(r, &nelem); CeedChk(ierr);
9589c6efa4Sjeremylt       ierr = CeedElemRestrictionGetElementSize(r, &elemsize); CeedChk(ierr);
96*8795c945Sjeremylt       ierr = CeedElemRestrictionGetNumNodes(r, &nnodes); CeedChk(ierr);
9789c6efa4Sjeremylt       ierr = CeedElemRestrictionGetNumComponents(r, &ncomp); CeedChk(ierr);
9889c6efa4Sjeremylt       ierr = CeedElemRestrictionCreateBlocked(ceed, nelem, elemsize,
99*8795c945Sjeremylt                                               blksize, nnodes, ncomp,
10089c6efa4Sjeremylt                                               CEED_MEM_HOST, CEED_COPY_VALUES,
10189c6efa4Sjeremylt                                               data->indices, &blkrestr[i+starte]);
10289c6efa4Sjeremylt       CeedChk(ierr);
10389c6efa4Sjeremylt       ierr = CeedElemRestrictionCreateVector(blkrestr[i+starte], NULL,
10489c6efa4Sjeremylt                                              &fullevecs[i+starte]);
10589c6efa4Sjeremylt       CeedChk(ierr);
10689c6efa4Sjeremylt     }
10789c6efa4Sjeremylt 
10889c6efa4Sjeremylt     switch(emode) {
10989c6efa4Sjeremylt     case CEED_EVAL_NONE:
11089c6efa4Sjeremylt       ierr = CeedQFunctionFieldGetNumComponents(qffields[i], &ncomp);
11189c6efa4Sjeremylt       CeedChk(ierr);
11289c6efa4Sjeremylt       ierr = CeedVectorCreate(ceed, Q*ncomp*blksize, &evecs[i]); CeedChk(ierr);
11389c6efa4Sjeremylt       ierr = CeedVectorCreate(ceed, Q*ncomp*blksize, &qvecs[i]); CeedChk(ierr);
11489c6efa4Sjeremylt       break;
11589c6efa4Sjeremylt     case CEED_EVAL_INTERP:
11689c6efa4Sjeremylt       ierr = CeedQFunctionFieldGetNumComponents(qffields[i], &ncomp);
11789c6efa4Sjeremylt       CeedChk(ierr);
11889c6efa4Sjeremylt       ierr = CeedElemRestrictionGetElementSize(r, &P);
11989c6efa4Sjeremylt       CeedChk(ierr);
12089c6efa4Sjeremylt       ierr = CeedVectorCreate(ceed, P*ncomp*blksize, &evecs[i]); CeedChk(ierr);
12189c6efa4Sjeremylt       ierr = CeedVectorCreate(ceed, Q*ncomp*blksize, &qvecs[i]); CeedChk(ierr);
12289c6efa4Sjeremylt       break;
12389c6efa4Sjeremylt     case CEED_EVAL_GRAD:
12489c6efa4Sjeremylt       ierr = CeedOperatorFieldGetBasis(opfields[i], &basis); CeedChk(ierr);
12589c6efa4Sjeremylt       ierr = CeedQFunctionFieldGetNumComponents(qffields[i], &ncomp);
12689c6efa4Sjeremylt       CeedChk(ierr);
12789c6efa4Sjeremylt       ierr = CeedBasisGetDimension(basis, &dim); CeedChk(ierr);
12889c6efa4Sjeremylt       ierr = CeedElemRestrictionGetElementSize(r, &P);
12989c6efa4Sjeremylt       CeedChk(ierr);
13089c6efa4Sjeremylt       ierr = CeedVectorCreate(ceed, P*ncomp*blksize, &evecs[i]); CeedChk(ierr);
13189c6efa4Sjeremylt       ierr = CeedVectorCreate(ceed, Q*ncomp*dim*blksize, &qvecs[i]); CeedChk(ierr);
13289c6efa4Sjeremylt       break;
13389c6efa4Sjeremylt     case CEED_EVAL_WEIGHT: // Only on input fields
13489c6efa4Sjeremylt       ierr = CeedOperatorFieldGetBasis(opfields[i], &basis); CeedChk(ierr);
13589c6efa4Sjeremylt       ierr = CeedVectorCreate(ceed, Q*blksize, &qvecs[i]); CeedChk(ierr);
13689c6efa4Sjeremylt       ierr = CeedBasisApply(basis, blksize, CEED_NOTRANSPOSE,
13789c6efa4Sjeremylt                             CEED_EVAL_WEIGHT, NULL, qvecs[i]); CeedChk(ierr);
13889c6efa4Sjeremylt 
13989c6efa4Sjeremylt       break;
14089c6efa4Sjeremylt     case CEED_EVAL_DIV:
14189c6efa4Sjeremylt       break; // Not implimented
14289c6efa4Sjeremylt     case CEED_EVAL_CURL:
14389c6efa4Sjeremylt       break; // Not implimented
14489c6efa4Sjeremylt     }
14589c6efa4Sjeremylt   }
14689c6efa4Sjeremylt   return 0;
14789c6efa4Sjeremylt }
14889c6efa4Sjeremylt 
14989c6efa4Sjeremylt /*
15089c6efa4Sjeremylt   CeedOperator needs to connect all the named fields (be they active or passive)
15189c6efa4Sjeremylt   to the named inputs and outputs of its CeedQFunction.
15289c6efa4Sjeremylt  */
15389c6efa4Sjeremylt static int CeedOperatorSetup_Opt(CeedOperator op) {
15489c6efa4Sjeremylt   int ierr;
15589c6efa4Sjeremylt   bool setupdone;
15689c6efa4Sjeremylt   ierr = CeedOperatorGetSetupStatus(op, &setupdone); CeedChk(ierr);
15789c6efa4Sjeremylt   if (setupdone) return 0;
15889c6efa4Sjeremylt   Ceed ceed;
15989c6efa4Sjeremylt   ierr = CeedOperatorGetCeed(op, &ceed); CeedChk(ierr);
16089c6efa4Sjeremylt   Ceed_Opt *ceedimpl;
16189c6efa4Sjeremylt   ierr = CeedGetData(ceed, (void *)&ceedimpl); CeedChk(ierr);
16289c6efa4Sjeremylt   const CeedInt blksize = ceedimpl->blksize;
16389c6efa4Sjeremylt   CeedOperator_Opt *impl;
16489c6efa4Sjeremylt   ierr = CeedOperatorGetData(op, (void *)&impl); CeedChk(ierr);
16589c6efa4Sjeremylt   CeedQFunction qf;
16689c6efa4Sjeremylt   ierr = CeedOperatorGetQFunction(op, &qf); CeedChk(ierr);
16789c6efa4Sjeremylt   CeedInt Q, numinputfields, numoutputfields;
16889c6efa4Sjeremylt   ierr = CeedOperatorGetNumQuadraturePoints(op, &Q); CeedChk(ierr);
16989c6efa4Sjeremylt   ierr= CeedQFunctionGetNumArgs(qf, &numinputfields, &numoutputfields);
17089c6efa4Sjeremylt   CeedChk(ierr);
17189c6efa4Sjeremylt   CeedOperatorField *opinputfields, *opoutputfields;
17289c6efa4Sjeremylt   ierr = CeedOperatorGetFields(op, &opinputfields, &opoutputfields);
17389c6efa4Sjeremylt   CeedChk(ierr);
17489c6efa4Sjeremylt   CeedQFunctionField *qfinputfields, *qfoutputfields;
17589c6efa4Sjeremylt   ierr = CeedQFunctionGetFields(qf, &qfinputfields, &qfoutputfields);
17689c6efa4Sjeremylt   CeedChk(ierr);
17789c6efa4Sjeremylt 
17889c6efa4Sjeremylt   // Allocate
17989c6efa4Sjeremylt   ierr = CeedCalloc(numinputfields + numoutputfields, &impl->blkrestr);
18089c6efa4Sjeremylt   CeedChk(ierr);
18189c6efa4Sjeremylt   ierr = CeedCalloc(numinputfields + numoutputfields, &impl->evecs);
18289c6efa4Sjeremylt   CeedChk(ierr);
18389c6efa4Sjeremylt   ierr = CeedCalloc(numinputfields + numoutputfields, &impl->edata);
18489c6efa4Sjeremylt   CeedChk(ierr);
18589c6efa4Sjeremylt 
18689c6efa4Sjeremylt   ierr = CeedCalloc(16, &impl->inputstate); CeedChk(ierr);
18789c6efa4Sjeremylt   ierr = CeedCalloc(16, &impl->evecsin); CeedChk(ierr);
18889c6efa4Sjeremylt   ierr = CeedCalloc(16, &impl->evecsout); CeedChk(ierr);
18989c6efa4Sjeremylt   ierr = CeedCalloc(16, &impl->qvecsin); CeedChk(ierr);
19089c6efa4Sjeremylt   ierr = CeedCalloc(16, &impl->qvecsout); CeedChk(ierr);
19189c6efa4Sjeremylt 
19289c6efa4Sjeremylt   impl->numein = numinputfields; impl->numeout = numoutputfields;
19389c6efa4Sjeremylt 
19489c6efa4Sjeremylt   // Set up infield and outfield pointer arrays
19589c6efa4Sjeremylt   // Infields
19689c6efa4Sjeremylt   ierr = CeedOperatorSetupFields_Opt(qf, op, 0, blksize, impl->blkrestr,
19789c6efa4Sjeremylt                                      impl->evecs, impl->evecsin,
19889c6efa4Sjeremylt                                      impl->qvecsin, 0,
19989c6efa4Sjeremylt                                      numinputfields, Q);
20089c6efa4Sjeremylt   CeedChk(ierr);
20189c6efa4Sjeremylt   // Outfields
20289c6efa4Sjeremylt   ierr = CeedOperatorSetupFields_Opt(qf, op, 1, blksize, impl->blkrestr,
20389c6efa4Sjeremylt                                      impl->evecs, impl->evecsout,
20489c6efa4Sjeremylt                                      impl->qvecsout, numinputfields,
20589c6efa4Sjeremylt                                      numoutputfields, Q);
20689c6efa4Sjeremylt   CeedChk(ierr);
20789c6efa4Sjeremylt 
20889c6efa4Sjeremylt   ierr = CeedOperatorSetSetupDone(op); CeedChk(ierr);
20989c6efa4Sjeremylt 
21089c6efa4Sjeremylt   return 0;
21189c6efa4Sjeremylt }
21289c6efa4Sjeremylt 
21389c6efa4Sjeremylt static inline int CeedOperatorApply_Opt(CeedOperator op,
21489c6efa4Sjeremylt                                         const CeedInt blksize, CeedVector invec,
21589c6efa4Sjeremylt                                         CeedVector outvec,
21689c6efa4Sjeremylt                                         CeedRequest *request) {
21789c6efa4Sjeremylt   int ierr;
21889c6efa4Sjeremylt   CeedOperator_Opt *impl;
21989c6efa4Sjeremylt   ierr = CeedOperatorGetData(op, (void *)&impl); CeedChk(ierr);
22089c6efa4Sjeremylt   CeedInt Q, elemsize, numinputfields, numoutputfields, numelements, ncomp;
22189c6efa4Sjeremylt   ierr = CeedOperatorGetNumElements(op, &numelements); CeedChk(ierr);
22289c6efa4Sjeremylt   ierr = CeedOperatorGetNumQuadraturePoints(op, &Q); CeedChk(ierr);
22389c6efa4Sjeremylt   CeedInt nblks = (numelements/blksize) + !!(numelements%blksize);
22489c6efa4Sjeremylt   CeedQFunction qf;
22589c6efa4Sjeremylt   ierr = CeedOperatorGetQFunction(op, &qf); CeedChk(ierr);
22689c6efa4Sjeremylt   ierr= CeedQFunctionGetNumArgs(qf, &numinputfields, &numoutputfields);
22789c6efa4Sjeremylt   CeedChk(ierr);
22889c6efa4Sjeremylt   CeedTransposeMode lmode;
22989c6efa4Sjeremylt   CeedOperatorField *opinputfields, *opoutputfields;
23089c6efa4Sjeremylt   ierr = CeedOperatorGetFields(op, &opinputfields, &opoutputfields);
23189c6efa4Sjeremylt   CeedChk(ierr);
23289c6efa4Sjeremylt   CeedQFunctionField *qfinputfields, *qfoutputfields;
23389c6efa4Sjeremylt   ierr = CeedQFunctionGetFields(qf, &qfinputfields, &qfoutputfields);
23489c6efa4Sjeremylt   CeedChk(ierr);
23589c6efa4Sjeremylt   CeedEvalMode emode;
23689c6efa4Sjeremylt   CeedVector vec;
23789c6efa4Sjeremylt   CeedBasis basis;
23889c6efa4Sjeremylt   CeedElemRestriction Erestrict;
23989c6efa4Sjeremylt   uint64_t state;
24089c6efa4Sjeremylt 
24189c6efa4Sjeremylt   // Setup
24289c6efa4Sjeremylt   ierr = CeedOperatorSetup_Opt(op); CeedChk(ierr);
24389c6efa4Sjeremylt 
24489c6efa4Sjeremylt   // Input Evecs and Restriction
24589c6efa4Sjeremylt   for (CeedInt i=0; i<numinputfields; i++) {
24689c6efa4Sjeremylt     ierr = CeedQFunctionFieldGetEvalMode(qfinputfields[i], &emode);
24789c6efa4Sjeremylt     CeedChk(ierr);
24889c6efa4Sjeremylt     if (emode == CEED_EVAL_WEIGHT) { // Skip
24989c6efa4Sjeremylt     } else {
25089c6efa4Sjeremylt       // Get input vector
25189c6efa4Sjeremylt       ierr = CeedOperatorFieldGetVector(opinputfields[i], &vec); CeedChk(ierr);
25289c6efa4Sjeremylt       if (vec != CEED_VECTOR_ACTIVE) {
25389c6efa4Sjeremylt         // Restrict
25489c6efa4Sjeremylt         ierr = CeedVectorGetState(vec, &state); CeedChk(ierr);
25589c6efa4Sjeremylt         if (state != impl->inputstate[i]) {
25689c6efa4Sjeremylt           ierr = CeedOperatorFieldGetLMode(opinputfields[i], &lmode);
25789c6efa4Sjeremylt           CeedChk(ierr);
25889c6efa4Sjeremylt           ierr = CeedElemRestrictionApply(impl->blkrestr[i], CEED_NOTRANSPOSE,
25989c6efa4Sjeremylt                                           lmode, vec, impl->evecs[i], request);
26089c6efa4Sjeremylt           CeedChk(ierr);
26189c6efa4Sjeremylt           impl->inputstate[i] = state;
26289c6efa4Sjeremylt         }
26389c6efa4Sjeremylt       } else {
26489c6efa4Sjeremylt         // Set Qvec for CEED_EVAL_NONE
26589c6efa4Sjeremylt         if (emode == CEED_EVAL_NONE) {
26689c6efa4Sjeremylt           ierr = CeedVectorGetArray(impl->evecsin[i], CEED_MEM_HOST,
26789c6efa4Sjeremylt                                     &impl->edata[i]); CeedChk(ierr);
26889c6efa4Sjeremylt           ierr = CeedVectorSetArray(impl->qvecsin[i], CEED_MEM_HOST,
26989c6efa4Sjeremylt                                     CEED_USE_POINTER,
27089c6efa4Sjeremylt                                     impl->edata[i]); CeedChk(ierr);
27189c6efa4Sjeremylt           ierr = CeedVectorRestoreArray(impl->evecsin[i],
27289c6efa4Sjeremylt                                         &impl->edata[i]); CeedChk(ierr);
27389c6efa4Sjeremylt         }
27489c6efa4Sjeremylt       }
27589c6efa4Sjeremylt       // Get evec
27689c6efa4Sjeremylt       ierr = CeedVectorGetArrayRead(impl->evecs[i], CEED_MEM_HOST,
27789c6efa4Sjeremylt                                     (const CeedScalar **) &impl->edata[i]);
27889c6efa4Sjeremylt       CeedChk(ierr);
27989c6efa4Sjeremylt     }
28089c6efa4Sjeremylt   }
28189c6efa4Sjeremylt 
28289c6efa4Sjeremylt   // Output Lvecs, Evecs, and Qvecs
28389c6efa4Sjeremylt   for (CeedInt i=0; i<numoutputfields; i++) {
28489c6efa4Sjeremylt     // Zero Lvecs
28589c6efa4Sjeremylt     ierr = CeedOperatorFieldGetVector(opoutputfields[i], &vec); CeedChk(ierr);
28689c6efa4Sjeremylt     if (vec == CEED_VECTOR_ACTIVE) {
28789c6efa4Sjeremylt       if (!impl->add) {
28889c6efa4Sjeremylt         vec = outvec;
28989c6efa4Sjeremylt         ierr = CeedVectorSetValue(vec, 0.0); CeedChk(ierr);
29089c6efa4Sjeremylt       }
29189c6efa4Sjeremylt     } else {
29289c6efa4Sjeremylt       ierr = CeedVectorSetValue(vec, 0.0); CeedChk(ierr);
29389c6efa4Sjeremylt     }
29489c6efa4Sjeremylt     // Set Qvec if needed
29589c6efa4Sjeremylt     ierr = CeedQFunctionFieldGetEvalMode(qfoutputfields[i], &emode);
29689c6efa4Sjeremylt     CeedChk(ierr);
29789c6efa4Sjeremylt     if (emode == CEED_EVAL_NONE) {
29889c6efa4Sjeremylt       // Set qvec to single block evec
29989c6efa4Sjeremylt       ierr = CeedVectorGetArray(impl->evecsout[i], CEED_MEM_HOST,
30089c6efa4Sjeremylt                                 &impl->edata[i + numinputfields]);
30189c6efa4Sjeremylt       CeedChk(ierr);
30289c6efa4Sjeremylt       ierr = CeedVectorSetArray(impl->qvecsout[i], CEED_MEM_HOST,
30389c6efa4Sjeremylt                                 CEED_USE_POINTER,
30489c6efa4Sjeremylt                                 impl->edata[i + numinputfields]); CeedChk(ierr);
30589c6efa4Sjeremylt       ierr = CeedVectorRestoreArray(impl->evecsout[i],
30689c6efa4Sjeremylt                                     &impl->edata[i + numinputfields]);
30789c6efa4Sjeremylt       CeedChk(ierr);
30889c6efa4Sjeremylt     }
30989c6efa4Sjeremylt   }
31089c6efa4Sjeremylt   impl->add = false;
31189c6efa4Sjeremylt 
31289c6efa4Sjeremylt   // Loop through elements
31389c6efa4Sjeremylt   for (CeedInt e=0; e<nblks*blksize; e+=blksize) {
31489c6efa4Sjeremylt     // Input basis apply if needed
31589c6efa4Sjeremylt     for (CeedInt i=0; i<numinputfields; i++) {
31689c6efa4Sjeremylt       CeedInt activein = 0;
31789c6efa4Sjeremylt       // Get elemsize, emode, ncomp
31889c6efa4Sjeremylt       ierr = CeedOperatorFieldGetElemRestriction(opinputfields[i], &Erestrict);
31989c6efa4Sjeremylt       CeedChk(ierr);
32089c6efa4Sjeremylt       ierr = CeedElemRestrictionGetElementSize(Erestrict, &elemsize);
32189c6efa4Sjeremylt       CeedChk(ierr);
32289c6efa4Sjeremylt       ierr = CeedQFunctionFieldGetEvalMode(qfinputfields[i], &emode);
32389c6efa4Sjeremylt       CeedChk(ierr);
32489c6efa4Sjeremylt       ierr = CeedQFunctionFieldGetNumComponents(qfinputfields[i], &ncomp);
32589c6efa4Sjeremylt       CeedChk(ierr);
32689c6efa4Sjeremylt       // Restrict block active input
32789c6efa4Sjeremylt       ierr = CeedOperatorFieldGetVector(opinputfields[i], &vec); CeedChk(ierr);
32889c6efa4Sjeremylt       if (vec == CEED_VECTOR_ACTIVE) {
32989c6efa4Sjeremylt         ierr = CeedOperatorFieldGetLMode(opinputfields[i], &lmode);
33089c6efa4Sjeremylt         CeedChk(ierr);
33189c6efa4Sjeremylt         ierr = CeedElemRestrictionApplyBlock(impl->blkrestr[i], e/blksize,
33289c6efa4Sjeremylt                                              CEED_NOTRANSPOSE, lmode, invec,
33389c6efa4Sjeremylt                                              impl->evecsin[i], request);
33489c6efa4Sjeremylt         CeedChk(ierr);
33589c6efa4Sjeremylt         activein = 1;
33689c6efa4Sjeremylt       }
33789c6efa4Sjeremylt       // Basis action
33889c6efa4Sjeremylt       switch(emode) {
33989c6efa4Sjeremylt       case CEED_EVAL_NONE:
34089c6efa4Sjeremylt         if (!activein) {
34189c6efa4Sjeremylt           ierr = CeedVectorSetArray(impl->qvecsin[i], CEED_MEM_HOST,
34289c6efa4Sjeremylt                                     CEED_USE_POINTER,
34389c6efa4Sjeremylt                                     &impl->edata[i][e*Q*ncomp]); CeedChk(ierr);
34489c6efa4Sjeremylt         }
34589c6efa4Sjeremylt         break;
34689c6efa4Sjeremylt       case CEED_EVAL_INTERP:
34789c6efa4Sjeremylt         ierr = CeedOperatorFieldGetBasis(opinputfields[i], &basis);
34889c6efa4Sjeremylt         CeedChk(ierr);
34989c6efa4Sjeremylt         if (!activein) {
35089c6efa4Sjeremylt           ierr = CeedVectorSetArray(impl->evecsin[i], CEED_MEM_HOST,
35189c6efa4Sjeremylt                                     CEED_USE_POINTER,
35289c6efa4Sjeremylt                                     &impl->edata[i][e*elemsize*ncomp]);
35389c6efa4Sjeremylt           CeedChk(ierr);
35489c6efa4Sjeremylt         }
35589c6efa4Sjeremylt         ierr = CeedBasisApply(basis, blksize, CEED_NOTRANSPOSE,
35689c6efa4Sjeremylt                               CEED_EVAL_INTERP, impl->evecsin[i],
35789c6efa4Sjeremylt                               impl->qvecsin[i]); CeedChk(ierr);
35889c6efa4Sjeremylt         break;
35989c6efa4Sjeremylt       case CEED_EVAL_GRAD:
36089c6efa4Sjeremylt         ierr = CeedOperatorFieldGetBasis(opinputfields[i], &basis);
36189c6efa4Sjeremylt         CeedChk(ierr);
36289c6efa4Sjeremylt          if (!activein) {
36389c6efa4Sjeremylt           ierr = CeedVectorSetArray(impl->evecsin[i], CEED_MEM_HOST,
36489c6efa4Sjeremylt                                     CEED_USE_POINTER,
36589c6efa4Sjeremylt                                     &impl->edata[i][e*elemsize*ncomp]);
36689c6efa4Sjeremylt           CeedChk(ierr);
36789c6efa4Sjeremylt         }
36889c6efa4Sjeremylt         ierr = CeedBasisApply(basis, blksize, CEED_NOTRANSPOSE,
36989c6efa4Sjeremylt                               CEED_EVAL_GRAD, impl->evecsin[i],
37089c6efa4Sjeremylt                               impl->qvecsin[i]); CeedChk(ierr);
37189c6efa4Sjeremylt         break;
37289c6efa4Sjeremylt       case CEED_EVAL_WEIGHT:
37389c6efa4Sjeremylt         break;  // No action
37489c6efa4Sjeremylt       case CEED_EVAL_DIV:
37589c6efa4Sjeremylt         break; // Not implimented
37689c6efa4Sjeremylt       case CEED_EVAL_CURL:
37789c6efa4Sjeremylt         break; // Not implimented
37889c6efa4Sjeremylt       }
37989c6efa4Sjeremylt     }
38089c6efa4Sjeremylt 
38189c6efa4Sjeremylt     // Q function
38289c6efa4Sjeremylt     ierr = CeedQFunctionApply(qf, Q*blksize, impl->qvecsin, impl->qvecsout);
38389c6efa4Sjeremylt     CeedChk(ierr);
38489c6efa4Sjeremylt 
38589c6efa4Sjeremylt     // Output basis apply and restrict
38689c6efa4Sjeremylt     for (CeedInt i=0; i<numoutputfields; i++) {
38789c6efa4Sjeremylt       // Get elemsize, emode, ncomp
38889c6efa4Sjeremylt       ierr = CeedOperatorFieldGetElemRestriction(opoutputfields[i], &Erestrict);
38989c6efa4Sjeremylt       CeedChk(ierr);
39089c6efa4Sjeremylt       ierr = CeedQFunctionFieldGetEvalMode(qfoutputfields[i], &emode);
39189c6efa4Sjeremylt       CeedChk(ierr);
39289c6efa4Sjeremylt       // Basis action
39389c6efa4Sjeremylt       switch(emode) {
39489c6efa4Sjeremylt       case CEED_EVAL_NONE:
39589c6efa4Sjeremylt         break; // No action
39689c6efa4Sjeremylt       case CEED_EVAL_INTERP:
39789c6efa4Sjeremylt         ierr = CeedOperatorFieldGetBasis(opoutputfields[i], &basis);
39889c6efa4Sjeremylt         CeedChk(ierr);
39989c6efa4Sjeremylt         ierr = CeedBasisApply(basis, blksize, CEED_TRANSPOSE,
40089c6efa4Sjeremylt                               CEED_EVAL_INTERP, impl->qvecsout[i],
40189c6efa4Sjeremylt                               impl->evecsout[i]); CeedChk(ierr);
40289c6efa4Sjeremylt         break;
40389c6efa4Sjeremylt       case CEED_EVAL_GRAD:
40489c6efa4Sjeremylt         ierr = CeedOperatorFieldGetBasis(opoutputfields[i], &basis);
40589c6efa4Sjeremylt         CeedChk(ierr);
40689c6efa4Sjeremylt         ierr = CeedBasisApply(basis, blksize, CEED_TRANSPOSE,
40789c6efa4Sjeremylt                               CEED_EVAL_GRAD, impl->qvecsout[i],
40889c6efa4Sjeremylt                               impl->evecsout[i]); CeedChk(ierr);
40989c6efa4Sjeremylt         break;
41089c6efa4Sjeremylt       case CEED_EVAL_WEIGHT: {
41189c6efa4Sjeremylt         Ceed ceed;
41289c6efa4Sjeremylt         ierr = CeedOperatorGetCeed(op, &ceed); CeedChk(ierr);
41389c6efa4Sjeremylt         return CeedError(ceed, 1,
41489c6efa4Sjeremylt                          "CEED_EVAL_WEIGHT cannot be an output evaluation mode");
41589c6efa4Sjeremylt         break; // Should not occur
41689c6efa4Sjeremylt       }
41789c6efa4Sjeremylt       case CEED_EVAL_DIV:
41889c6efa4Sjeremylt         break; // Not implimented
41989c6efa4Sjeremylt       case CEED_EVAL_CURL:
42089c6efa4Sjeremylt         break; // Not implimented
42189c6efa4Sjeremylt       }
42289c6efa4Sjeremylt       // Restrict output block
42389c6efa4Sjeremylt       // Get output vector
42489c6efa4Sjeremylt       ierr = CeedOperatorFieldGetVector(opoutputfields[i], &vec); CeedChk(ierr);
42589c6efa4Sjeremylt       if (vec == CEED_VECTOR_ACTIVE)
42689c6efa4Sjeremylt         vec = outvec;
42789c6efa4Sjeremylt       // Restrict
42889c6efa4Sjeremylt       ierr = CeedOperatorFieldGetLMode(opoutputfields[i], &lmode);
42989c6efa4Sjeremylt       CeedChk(ierr);
43089c6efa4Sjeremylt       ierr = CeedElemRestrictionApplyBlock(impl->blkrestr[i+impl->numein],
43189c6efa4Sjeremylt                                            e/blksize, CEED_TRANSPOSE,
43289c6efa4Sjeremylt                                            lmode, impl->evecsout[i],
43389c6efa4Sjeremylt                                            vec, request); CeedChk(ierr);
43489c6efa4Sjeremylt     }
43589c6efa4Sjeremylt   }
43689c6efa4Sjeremylt 
43789c6efa4Sjeremylt   // Restore input arrays
43889c6efa4Sjeremylt   for (CeedInt i=0; i<numinputfields; i++) {
43989c6efa4Sjeremylt     ierr = CeedQFunctionFieldGetEvalMode(qfinputfields[i], &emode);
44089c6efa4Sjeremylt     CeedChk(ierr);
44189c6efa4Sjeremylt     if (emode == CEED_EVAL_WEIGHT) { // Skip
44289c6efa4Sjeremylt     } else {
44389c6efa4Sjeremylt       ierr = CeedVectorRestoreArrayRead(impl->evecs[i],
44489c6efa4Sjeremylt                                         (const CeedScalar **) &impl->edata[i]);
44589c6efa4Sjeremylt       CeedChk(ierr);
44689c6efa4Sjeremylt     }
44789c6efa4Sjeremylt   }
44889c6efa4Sjeremylt 
44989c6efa4Sjeremylt   return 0;
45089c6efa4Sjeremylt }
45189c6efa4Sjeremylt 
45289c6efa4Sjeremylt int CeedOperatorApply_Opt_1(CeedOperator op, CeedVector invec,
45389c6efa4Sjeremylt                             CeedVector outvec, CeedRequest *request) {
45489c6efa4Sjeremylt   return CeedOperatorApply_Opt(op, 1, invec, outvec, request);
45589c6efa4Sjeremylt }
45689c6efa4Sjeremylt 
45789c6efa4Sjeremylt int CeedOperatorApply_Opt_8(CeedOperator op, CeedVector invec,
45889c6efa4Sjeremylt                             CeedVector outvec, CeedRequest *request) {
45989c6efa4Sjeremylt   return CeedOperatorApply_Opt(op, 8, invec, outvec, request);
46089c6efa4Sjeremylt }
46189c6efa4Sjeremylt 
46289c6efa4Sjeremylt int CeedOperatorCreate_Opt(CeedOperator op) {
46389c6efa4Sjeremylt   int ierr;
46489c6efa4Sjeremylt   Ceed ceed;
46589c6efa4Sjeremylt   ierr = CeedOperatorGetCeed(op, &ceed); CeedChk(ierr);
46689c6efa4Sjeremylt   Ceed_Opt *ceedimpl;
46789c6efa4Sjeremylt   ierr = CeedGetData(ceed, (void*)&ceedimpl); CeedChk(ierr);
46889c6efa4Sjeremylt   CeedInt blksize = ceedimpl->blksize;
46989c6efa4Sjeremylt   CeedOperator_Opt *impl;
47089c6efa4Sjeremylt 
47189c6efa4Sjeremylt   ierr = CeedCalloc(1, &impl); CeedChk(ierr);
47289c6efa4Sjeremylt   ierr = CeedOperatorSetData(op, (void *)&impl); CeedChk(ierr);
47389c6efa4Sjeremylt 
47489c6efa4Sjeremylt   if (blksize == 1) {
47589c6efa4Sjeremylt     ierr = CeedSetBackendFunction(ceed, "Operator", op, "Apply",
47689c6efa4Sjeremylt                                   CeedOperatorApply_Opt_1); CeedChk(ierr);
47789c6efa4Sjeremylt   } else if (blksize == 8) {
47889c6efa4Sjeremylt     ierr = CeedSetBackendFunction(ceed, "Operator", op, "Apply",
47989c6efa4Sjeremylt                                   CeedOperatorApply_Opt_8); CeedChk(ierr);
48089c6efa4Sjeremylt   } else {
48189c6efa4Sjeremylt     return CeedError(ceed, 1, "Opt backend cannot use blocksize: %d", blksize);
48289c6efa4Sjeremylt   }
48389c6efa4Sjeremylt 
48489c6efa4Sjeremylt   ierr = CeedSetBackendFunction(ceed, "Operator", op, "Destroy",
48589c6efa4Sjeremylt                                 CeedOperatorDestroy_Opt); CeedChk(ierr);
48689c6efa4Sjeremylt   return 0;
48789c6efa4Sjeremylt }
488