xref: /libCEED/rust/libceed-sys/c-src/backends/hip-gen/ceed-hip-gen-operator.c (revision 74398b5adbecd200ffa32cb282fd0f9b2ec0d708)
15aed82e4SJeremy L Thompson // Copyright (c) 2017-2024, Lawrence Livermore National Security, LLC and other CEED contributors.
23d8e8822SJeremy L Thompson // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
37d8d0e25Snbeams //
43d8e8822SJeremy L Thompson // SPDX-License-Identifier: BSD-2-Clause
57d8d0e25Snbeams //
63d8e8822SJeremy L Thompson // This file is part of CEED:  http://github.com/ceed
77d8d0e25Snbeams 
849aac155SJeremy L Thompson #include <ceed.h>
9ec3da8bcSJed Brown #include <ceed/backend.h>
1049aac155SJeremy L Thompson #include <ceed/jit-source/hip/hip-types.h>
113d576824SJeremy L Thompson #include <stddef.h>
123a2968d6SJeremy L Thompson #include <hip/hiprtc.h>
132b730f8bSJeremy L Thompson 
14b2165e7aSSebastian Grimberg #include "../hip/ceed-hip-common.h"
157d8d0e25Snbeams #include "../hip/ceed-hip-compile.h"
162b730f8bSJeremy L Thompson #include "ceed-hip-gen-operator-build.h"
172b730f8bSJeremy L Thompson #include "ceed-hip-gen.h"
187d8d0e25Snbeams 
197d8d0e25Snbeams //------------------------------------------------------------------------------
207d8d0e25Snbeams // Destroy operator
217d8d0e25Snbeams //------------------------------------------------------------------------------
227d8d0e25Snbeams static int CeedOperatorDestroy_Hip_gen(CeedOperator op) {
233a2968d6SJeremy L Thompson   Ceed                  ceed;
247d8d0e25Snbeams   CeedOperator_Hip_gen *impl;
25b7453713SJeremy L Thompson 
263a2968d6SJeremy L Thompson   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
272b730f8bSJeremy L Thompson   CeedCallBackend(CeedOperatorGetData(op, &impl));
283a2968d6SJeremy L Thompson   if (impl->points.num_per_elem) CeedCallHip(ceed, hipFree((void **)impl->points.num_per_elem));
292b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&impl));
303a2968d6SJeremy L Thompson   CeedCallBackend(CeedDestroy(&ceed));
31e15f9bd0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
327d8d0e25Snbeams }
337d8d0e25Snbeams 
347d8d0e25Snbeams //------------------------------------------------------------------------------
357d8d0e25Snbeams // Apply and add to output
367d8d0e25Snbeams //------------------------------------------------------------------------------
37e9c76bddSJeremy L Thompson static int CeedOperatorApplyAddCore_Hip_gen(CeedOperator op, hipStream_t stream, const CeedScalar *input_arr, CeedScalar *output_arr,
38e9c76bddSJeremy L Thompson                                             bool *is_run_good, CeedRequest *request) {
39ea04d07fSJeremy L Thompson   bool                   is_at_points, is_tensor;
407d8d0e25Snbeams   Ceed                   ceed;
41b7453713SJeremy L Thompson   CeedInt                num_elem, num_input_fields, num_output_fields;
42b7453713SJeremy L Thompson   CeedEvalMode           eval_mode;
43b7453713SJeremy L Thompson   CeedQFunctionField    *qf_input_fields, *qf_output_fields;
447d8d0e25Snbeams   CeedQFunction_Hip_gen *qf_data;
45b7453713SJeremy L Thompson   CeedQFunction          qf;
46b7453713SJeremy L Thompson   CeedOperatorField     *op_input_fields, *op_output_fields;
47b7453713SJeremy L Thompson   CeedOperator_Hip_gen  *data;
48b7453713SJeremy L Thompson 
498d12f40eSJeremy L Thompson   // Creation of the operator
50ea04d07fSJeremy L Thompson   CeedCallBackend(CeedOperatorBuildKernel_Hip_gen(op, is_run_good));
51ea04d07fSJeremy L Thompson   if (!(*is_run_good)) return CEED_ERROR_SUCCESS;
52f6eafd79SJeremy L Thompson 
53c11e12f4SJeremy L Thompson   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
54c11e12f4SJeremy L Thompson   CeedCallBackend(CeedOperatorGetData(op, &data));
55c11e12f4SJeremy L Thompson   CeedCallBackend(CeedOperatorGetQFunction(op, &qf));
56c11e12f4SJeremy L Thompson   CeedCallBackend(CeedQFunctionGetData(qf, &qf_data));
57c11e12f4SJeremy L Thompson   CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem));
588d12f40eSJeremy L Thompson   CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields));
59c11e12f4SJeremy L Thompson   CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields));
60c11e12f4SJeremy L Thompson 
617d8d0e25Snbeams   // Input vectors
629e201c85SYohann   for (CeedInt i = 0; i < num_input_fields; i++) {
632b730f8bSJeremy L Thompson     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
649e201c85SYohann     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
659e201c85SYohann       data->fields.inputs[i] = NULL;
667d8d0e25Snbeams     } else {
673efc994bSJeremy L Thompson       bool       is_active;
68b7453713SJeremy L Thompson       CeedVector vec;
69b7453713SJeremy L Thompson 
707d8d0e25Snbeams       // Get input vector
712b730f8bSJeremy L Thompson       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
723efc994bSJeremy L Thompson       is_active = vec == CEED_VECTOR_ACTIVE;
73ea04d07fSJeremy L Thompson       if (is_active) data->fields.inputs[i] = input_arr;
74ea04d07fSJeremy L Thompson       else CeedCallBackend(CeedVectorGetArrayRead(vec, CEED_MEM_DEVICE, &data->fields.inputs[i]));
75ea04d07fSJeremy L Thompson       CeedCallBackend(CeedVectorDestroy(&vec));
767d8d0e25Snbeams     }
777d8d0e25Snbeams   }
787d8d0e25Snbeams 
797d8d0e25Snbeams   // Output vectors
809e201c85SYohann   for (CeedInt i = 0; i < num_output_fields; i++) {
812b730f8bSJeremy L Thompson     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
829e201c85SYohann     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
839e201c85SYohann       data->fields.outputs[i] = NULL;
847d8d0e25Snbeams     } else {
853efc994bSJeremy L Thompson       bool       is_active;
86b7453713SJeremy L Thompson       CeedVector vec;
87b7453713SJeremy L Thompson 
887d8d0e25Snbeams       // Get output vector
892b730f8bSJeremy L Thompson       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
903efc994bSJeremy L Thompson       is_active = vec == CEED_VECTOR_ACTIVE;
91ea04d07fSJeremy L Thompson       if (is_active) data->fields.outputs[i] = output_arr;
920c8fbeedSJeremy L Thompson       else CeedCallBackend(CeedVectorGetArray(vec, CEED_MEM_DEVICE, &data->fields.outputs[i]));
93ea04d07fSJeremy L Thompson       CeedCallBackend(CeedVectorDestroy(&vec));
947d8d0e25Snbeams     }
957d8d0e25Snbeams   }
967d8d0e25Snbeams 
973a2968d6SJeremy L Thompson   // Point coordinates, if needed
983a2968d6SJeremy L Thompson   CeedCallBackend(CeedOperatorIsAtPoints(op, &is_at_points));
993a2968d6SJeremy L Thompson   if (is_at_points) {
1003a2968d6SJeremy L Thompson     // Coords
1013a2968d6SJeremy L Thompson     CeedVector vec;
1023a2968d6SJeremy L Thompson 
1033a2968d6SJeremy L Thompson     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, NULL, &vec));
1043a2968d6SJeremy L Thompson     CeedCallBackend(CeedVectorGetArrayRead(vec, CEED_MEM_DEVICE, &data->points.coords));
1053a2968d6SJeremy L Thompson     CeedCallBackend(CeedVectorDestroy(&vec));
1063a2968d6SJeremy L Thompson 
1073a2968d6SJeremy L Thompson     // Points per elem
1083a2968d6SJeremy L Thompson     if (num_elem != data->points.num_elem) {
1093a2968d6SJeremy L Thompson       CeedInt            *points_per_elem;
1103a2968d6SJeremy L Thompson       const CeedInt       num_bytes   = num_elem * sizeof(CeedInt);
1113a2968d6SJeremy L Thompson       CeedElemRestriction rstr_points = NULL;
1123a2968d6SJeremy L Thompson 
1133a2968d6SJeremy L Thompson       data->points.num_elem = num_elem;
1143a2968d6SJeremy L Thompson       CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, NULL));
1153a2968d6SJeremy L Thompson       CeedCallBackend(CeedCalloc(num_elem, &points_per_elem));
1163a2968d6SJeremy L Thompson       for (CeedInt e = 0; e < num_elem; e++) {
1173a2968d6SJeremy L Thompson         CeedInt num_points_elem;
1183a2968d6SJeremy L Thompson 
1193a2968d6SJeremy L Thompson         CeedCallBackend(CeedElemRestrictionGetNumPointsInElement(rstr_points, e, &num_points_elem));
1203a2968d6SJeremy L Thompson         points_per_elem[e] = num_points_elem;
1213a2968d6SJeremy L Thompson       }
1223a2968d6SJeremy L Thompson       if (data->points.num_per_elem) CeedCallHip(ceed, hipFree((void **)data->points.num_per_elem));
1233a2968d6SJeremy L Thompson       CeedCallHip(ceed, hipMalloc((void **)&data->points.num_per_elem, num_bytes));
1243a2968d6SJeremy L Thompson       CeedCallHip(ceed, hipMemcpy((void *)data->points.num_per_elem, points_per_elem, num_bytes, hipMemcpyHostToDevice));
1253a2968d6SJeremy L Thompson       CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points));
1263a2968d6SJeremy L Thompson       CeedCallBackend(CeedFree(&points_per_elem));
1273a2968d6SJeremy L Thompson     }
1283a2968d6SJeremy L Thompson   }
1293a2968d6SJeremy L Thompson 
1307d8d0e25Snbeams   // Get context data
1312b730f8bSJeremy L Thompson   CeedCallBackend(CeedQFunctionGetInnerContextData(qf, CEED_MEM_DEVICE, &qf_data->d_c));
1327d8d0e25Snbeams 
1337d8d0e25Snbeams   // Apply operator
1343a2968d6SJeremy L Thompson   void *opargs[] = {(void *)&num_elem, &qf_data->d_c, &data->indices, &data->fields, &data->B, &data->G, &data->W, &data->points};
135b7453713SJeremy L Thompson 
1369123fb08SJeremy L Thompson   CeedCallBackend(CeedOperatorHasTensorBases(op, &is_tensor));
137*74398b5aSJeremy L Thompson   const CeedInt thread_1d = CeedIntMax(is_tensor ? data->Q_1d : data->Q, data->max_P_1d);
138*74398b5aSJeremy L Thompson 
139*74398b5aSJeremy L Thompson   CeedInt block_sizes[3] = {thread_1d, ((!is_tensor || data->dim == 1) ? 1 : thread_1d), -1};
140f82027a4SJeremy L Thompson 
141f82027a4SJeremy L Thompson   if (is_tensor) {
142*74398b5aSJeremy L Thompson     CeedCallBackend(BlockGridCalculate_Hip_gen(data->dim, num_elem, data->max_P_1d, data->Q_1d, block_sizes));
14390c30374SJeremy L Thompson     if (is_at_points) block_sizes[2] = 1;
144f82027a4SJeremy L Thompson   } else {
145f82027a4SJeremy L Thompson     CeedInt elems_per_block = 64 * thread_1d > 256 ? 256 / thread_1d : 64;
146f82027a4SJeremy L Thompson 
147f82027a4SJeremy L Thompson     elems_per_block = elems_per_block > 0 ? elems_per_block : 1;
148f82027a4SJeremy L Thompson     block_sizes[2]  = elems_per_block;
149f82027a4SJeremy L Thompson   }
150*74398b5aSJeremy L Thompson   if (data->dim == 1 || !is_tensor) {
1512b730f8bSJeremy L Thompson     CeedInt grid      = num_elem / block_sizes[2] + ((num_elem / block_sizes[2] * block_sizes[2] < num_elem) ? 1 : 0);
1529e201c85SYohann     CeedInt sharedMem = block_sizes[2] * thread_1d * sizeof(CeedScalar);
153b7453713SJeremy L Thompson 
1548d12f40eSJeremy L Thompson     CeedCallBackend(
155e9c76bddSJeremy L Thompson         CeedTryRunKernelDimShared_Hip(ceed, data->op, stream, grid, block_sizes[0], block_sizes[1], block_sizes[2], sharedMem, is_run_good, opargs));
156*74398b5aSJeremy L Thompson   } else if (data->dim == 2) {
1572b730f8bSJeremy L Thompson     CeedInt grid      = num_elem / block_sizes[2] + ((num_elem / block_sizes[2] * block_sizes[2] < num_elem) ? 1 : 0);
1589e201c85SYohann     CeedInt sharedMem = block_sizes[2] * thread_1d * thread_1d * sizeof(CeedScalar);
159b7453713SJeremy L Thompson 
1608d12f40eSJeremy L Thompson     CeedCallBackend(
161e9c76bddSJeremy L Thompson         CeedTryRunKernelDimShared_Hip(ceed, data->op, stream, grid, block_sizes[0], block_sizes[1], block_sizes[2], sharedMem, is_run_good, opargs));
162*74398b5aSJeremy L Thompson   } else if (data->dim == 3) {
1632b730f8bSJeremy L Thompson     CeedInt grid      = num_elem / block_sizes[2] + ((num_elem / block_sizes[2] * block_sizes[2] < num_elem) ? 1 : 0);
1649e201c85SYohann     CeedInt sharedMem = block_sizes[2] * thread_1d * thread_1d * sizeof(CeedScalar);
165b7453713SJeremy L Thompson 
1668d12f40eSJeremy L Thompson     CeedCallBackend(
167e9c76bddSJeremy L Thompson         CeedTryRunKernelDimShared_Hip(ceed, data->op, stream, grid, block_sizes[0], block_sizes[1], block_sizes[2], sharedMem, is_run_good, opargs));
1687d8d0e25Snbeams   }
1697d8d0e25Snbeams 
1707d8d0e25Snbeams   // Restore input arrays
1719e201c85SYohann   for (CeedInt i = 0; i < num_input_fields; i++) {
1722b730f8bSJeremy L Thompson     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode));
1739e201c85SYohann     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
1747d8d0e25Snbeams     } else {
1753efc994bSJeremy L Thompson       bool       is_active;
176b7453713SJeremy L Thompson       CeedVector vec;
177b7453713SJeremy L Thompson 
1782b730f8bSJeremy L Thompson       CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec));
1793efc994bSJeremy L Thompson       is_active = vec == CEED_VECTOR_ACTIVE;
180ea04d07fSJeremy L Thompson       if (!is_active) CeedCallBackend(CeedVectorRestoreArrayRead(vec, &data->fields.inputs[i]));
181ea04d07fSJeremy L Thompson       CeedCallBackend(CeedVectorDestroy(&vec));
1827d8d0e25Snbeams     }
1837d8d0e25Snbeams   }
1847d8d0e25Snbeams 
1857d8d0e25Snbeams   // Restore output arrays
1869e201c85SYohann   for (CeedInt i = 0; i < num_output_fields; i++) {
1872b730f8bSJeremy L Thompson     CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode));
1889e201c85SYohann     if (eval_mode == CEED_EVAL_WEIGHT) {  // Skip
1897d8d0e25Snbeams     } else {
1903efc994bSJeremy L Thompson       bool       is_active;
191b7453713SJeremy L Thompson       CeedVector vec;
192b7453713SJeremy L Thompson 
1932b730f8bSJeremy L Thompson       CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec));
1943efc994bSJeremy L Thompson       is_active = vec == CEED_VECTOR_ACTIVE;
195ea04d07fSJeremy L Thompson       if (!is_active) CeedCallBackend(CeedVectorRestoreArray(vec, &data->fields.outputs[i]));
196ea04d07fSJeremy L Thompson       CeedCallBackend(CeedVectorDestroy(&vec));
1977d8d0e25Snbeams     }
1987d8d0e25Snbeams   }
1997d8d0e25Snbeams 
2003a2968d6SJeremy L Thompson   // Restore point coordinates, if needed
2013a2968d6SJeremy L Thompson   if (is_at_points) {
2023a2968d6SJeremy L Thompson     CeedVector vec;
2033a2968d6SJeremy L Thompson 
2043a2968d6SJeremy L Thompson     CeedCallBackend(CeedOperatorAtPointsGetPoints(op, NULL, &vec));
2053a2968d6SJeremy L Thompson     CeedCallBackend(CeedVectorRestoreArrayRead(vec, &data->points.coords));
2063a2968d6SJeremy L Thompson     CeedCallBackend(CeedVectorDestroy(&vec));
2073a2968d6SJeremy L Thompson   }
2083a2968d6SJeremy L Thompson 
2097d8d0e25Snbeams   // Restore context data
2102b730f8bSJeremy L Thompson   CeedCallBackend(CeedQFunctionRestoreInnerContextData(qf, &qf_data->d_c));
2118d12f40eSJeremy L Thompson 
2128d12f40eSJeremy L Thompson   // Cleanup
2139bc66399SJeremy L Thompson   CeedCallBackend(CeedDestroy(&ceed));
214c11e12f4SJeremy L Thompson   CeedCallBackend(CeedQFunctionDestroy(&qf));
215ea04d07fSJeremy L Thompson   if (!(*is_run_good)) data->use_fallback = true;
216ea04d07fSJeremy L Thompson   return CEED_ERROR_SUCCESS;
217ea04d07fSJeremy L Thompson }
2188d12f40eSJeremy L Thompson 
219ea04d07fSJeremy L Thompson static int CeedOperatorApplyAdd_Hip_gen(CeedOperator op, CeedVector input_vec, CeedVector output_vec, CeedRequest *request) {
220ea04d07fSJeremy L Thompson   bool              is_run_good = false;
221ea04d07fSJeremy L Thompson   const CeedScalar *input_arr   = NULL;
222ea04d07fSJeremy L Thompson   CeedScalar       *output_arr  = NULL;
223ea04d07fSJeremy L Thompson 
224ea04d07fSJeremy L Thompson   // Try to run kernel
225ea04d07fSJeremy L Thompson   if (input_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(input_vec, CEED_MEM_DEVICE, &input_arr));
226ea04d07fSJeremy L Thompson   if (output_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArray(output_vec, CEED_MEM_DEVICE, &output_arr));
227087855afSJeremy L Thompson   CeedCallBackend(CeedOperatorApplyAddCore_Hip_gen(op, NULL, input_arr, output_arr, &is_run_good, request));
228ea04d07fSJeremy L Thompson   if (input_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorRestoreArrayRead(input_vec, &input_arr));
229ea04d07fSJeremy L Thompson   if (output_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorRestoreArray(output_vec, &output_arr));
230ea04d07fSJeremy L Thompson 
231ea04d07fSJeremy L Thompson   // Fallback on unsuccessful run
232ea04d07fSJeremy L Thompson   if (!is_run_good) {
2338d12f40eSJeremy L Thompson     CeedOperator op_fallback;
2348d12f40eSJeremy L Thompson 
235ea04d07fSJeremy L Thompson     CeedDebug256(CeedOperatorReturnCeed(op), CEED_DEBUG_COLOR_SUCCESS, "Falling back to /gpu/hip/ref CeedOperator");
2368d12f40eSJeremy L Thompson     CeedCallBackend(CeedOperatorGetFallback(op, &op_fallback));
2378d12f40eSJeremy L Thompson     CeedCallBackend(CeedOperatorApplyAdd(op_fallback, input_vec, output_vec, request));
2388d12f40eSJeremy L Thompson   }
239e15f9bd0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
2407d8d0e25Snbeams }
2417d8d0e25Snbeams 
242c99afcd8SJeremy L Thompson static int CeedOperatorApplyAddComposite_Hip_gen(CeedOperator op, CeedVector input_vec, CeedVector output_vec, CeedRequest *request) {
243c99afcd8SJeremy L Thompson   bool              is_run_good[CEED_COMPOSITE_MAX] = {false};
244c99afcd8SJeremy L Thompson   CeedInt           num_suboperators;
245c99afcd8SJeremy L Thompson   const CeedScalar *input_arr  = NULL;
246c99afcd8SJeremy L Thompson   CeedScalar       *output_arr = NULL;
247087855afSJeremy L Thompson   Ceed              ceed;
248c99afcd8SJeremy L Thompson   CeedOperator     *sub_operators;
249c99afcd8SJeremy L Thompson 
250087855afSJeremy L Thompson   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
251c99afcd8SJeremy L Thompson   CeedCall(CeedCompositeOperatorGetNumSub(op, &num_suboperators));
252c99afcd8SJeremy L Thompson   CeedCall(CeedCompositeOperatorGetSubList(op, &sub_operators));
253c99afcd8SJeremy L Thompson   if (input_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(input_vec, CEED_MEM_DEVICE, &input_arr));
254c99afcd8SJeremy L Thompson   if (output_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArray(output_vec, CEED_MEM_DEVICE, &output_arr));
255c99afcd8SJeremy L Thompson   for (CeedInt i = 0; i < num_suboperators; i++) {
256c99afcd8SJeremy L Thompson     CeedInt num_elem = 0;
257c99afcd8SJeremy L Thompson 
258c99afcd8SJeremy L Thompson     CeedCall(CeedOperatorGetNumElements(sub_operators[i], &num_elem));
259c99afcd8SJeremy L Thompson     if (num_elem > 0) {
260087855afSJeremy L Thompson       hipStream_t stream = NULL;
261087855afSJeremy L Thompson 
262087855afSJeremy L Thompson       CeedCallHip(ceed, hipStreamCreate(&stream));
263087855afSJeremy L Thompson       CeedCallBackend(CeedOperatorApplyAddCore_Hip_gen(sub_operators[i], stream, input_arr, output_arr, &is_run_good[i], request));
264087855afSJeremy L Thompson       CeedCallHip(ceed, hipStreamDestroy(stream));
265c99afcd8SJeremy L Thompson     }
266c99afcd8SJeremy L Thompson   }
267c99afcd8SJeremy L Thompson   if (input_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorRestoreArrayRead(input_vec, &input_arr));
268c99afcd8SJeremy L Thompson   if (output_vec != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorRestoreArray(output_vec, &output_arr));
269087855afSJeremy L Thompson   CeedCallHip(ceed, hipDeviceSynchronize());
270c99afcd8SJeremy L Thompson 
271c99afcd8SJeremy L Thompson   // Fallback on unsuccessful run
272c99afcd8SJeremy L Thompson   for (CeedInt i = 0; i < num_suboperators; i++) {
273c99afcd8SJeremy L Thompson     if (!is_run_good[i]) {
274c99afcd8SJeremy L Thompson       CeedOperator op_fallback;
275c99afcd8SJeremy L Thompson 
276087855afSJeremy L Thompson       CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "Falling back to /gpu/hip/ref CeedOperator");
277c99afcd8SJeremy L Thompson       CeedCallBackend(CeedOperatorGetFallback(sub_operators[i], &op_fallback));
278c99afcd8SJeremy L Thompson       CeedCallBackend(CeedOperatorApplyAdd(op_fallback, input_vec, output_vec, request));
279c99afcd8SJeremy L Thompson     }
280c99afcd8SJeremy L Thompson   }
281087855afSJeremy L Thompson   CeedCallBackend(CeedDestroy(&ceed));
282c99afcd8SJeremy L Thompson   return CEED_ERROR_SUCCESS;
283c99afcd8SJeremy L Thompson }
284c99afcd8SJeremy L Thompson 
2857d8d0e25Snbeams //------------------------------------------------------------------------------
2867d8d0e25Snbeams // Create operator
2877d8d0e25Snbeams //------------------------------------------------------------------------------
2887d8d0e25Snbeams int CeedOperatorCreate_Hip_gen(CeedOperator op) {
289c99afcd8SJeremy L Thompson   bool                  is_composite;
2907d8d0e25Snbeams   Ceed                  ceed;
2917d8d0e25Snbeams   CeedOperator_Hip_gen *impl;
2927d8d0e25Snbeams 
293b7453713SJeremy L Thompson   CeedCallBackend(CeedOperatorGetCeed(op, &ceed));
2942b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(1, &impl));
2952b730f8bSJeremy L Thompson   CeedCallBackend(CeedOperatorSetData(op, impl));
296c99afcd8SJeremy L Thompson   CeedCall(CeedOperatorIsComposite(op, &is_composite));
297c99afcd8SJeremy L Thompson   if (is_composite) {
298c99afcd8SJeremy L Thompson     CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAddComposite", CeedOperatorApplyAddComposite_Hip_gen));
299c99afcd8SJeremy L Thompson   } else {
3002b730f8bSJeremy L Thompson     CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Hip_gen));
301c99afcd8SJeremy L Thompson   }
3022b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip_gen));
3039bc66399SJeremy L Thompson   CeedCallBackend(CeedDestroy(&ceed));
304e15f9bd0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
3057d8d0e25Snbeams }
3062a86cc9dSSebastian Grimberg 
3077d8d0e25Snbeams //------------------------------------------------------------------------------
308