xref: /libCEED/rust/libceed-sys/c-src/backends/hip-ref/ceed-hip-ref-restriction.c (revision ca7355308a14805110a7d98dabf1f658d5ec16d5)
13d8e8822SJeremy L Thompson // Copyright (c) 2017-2022, 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.
30d0321e0SJeremy L Thompson //
43d8e8822SJeremy L Thompson // SPDX-License-Identifier: BSD-2-Clause
50d0321e0SJeremy L Thompson //
63d8e8822SJeremy L Thompson // This file is part of CEED:  http://github.com/ceed
70d0321e0SJeremy L Thompson 
849aac155SJeremy L Thompson #include <ceed.h>
90d0321e0SJeremy L Thompson #include <ceed/backend.h>
10437930d1SJeremy L Thompson #include <ceed/jit-tools.h>
110d0321e0SJeremy L Thompson #include <stdbool.h>
120d0321e0SJeremy L Thompson #include <stddef.h>
1344d7a66cSJeremy L Thompson #include <string.h>
14c85e8640SSebastian Grimberg #include <hip/hip_runtime.h>
152b730f8bSJeremy L Thompson 
1649aac155SJeremy L Thompson #include "../hip/ceed-hip-common.h"
170d0321e0SJeremy L Thompson #include "../hip/ceed-hip-compile.h"
182b730f8bSJeremy L Thompson #include "ceed-hip-ref.h"
190d0321e0SJeremy L Thompson 
200d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
210d0321e0SJeremy L Thompson // Apply restriction
220d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
232b730f8bSJeremy L Thompson static int CeedElemRestrictionApply_Hip(CeedElemRestriction r, CeedTransposeMode t_mode, CeedVector u, CeedVector v, CeedRequest *request) {
240d0321e0SJeremy L Thompson   CeedElemRestriction_Hip *impl;
252b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetData(r, &impl));
260d0321e0SJeremy L Thompson   Ceed ceed;
272b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed));
280d0321e0SJeremy L Thompson   Ceed_Hip *data;
292b730f8bSJeremy L Thompson   CeedCallBackend(CeedGetData(ceed, &data));
30437930d1SJeremy L Thompson   const CeedInt num_nodes = impl->num_nodes;
31437930d1SJeremy L Thompson   CeedInt       num_elem, elem_size;
32437930d1SJeremy L Thompson   CeedElemRestrictionGetNumElements(r, &num_elem);
332b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetElementSize(r, &elem_size));
340d0321e0SJeremy L Thompson   hipFunction_t kernel;
350d0321e0SJeremy L Thompson 
360d0321e0SJeremy L Thompson   // Get vectors
370d0321e0SJeremy L Thompson   const CeedScalar *d_u;
380d0321e0SJeremy L Thompson   CeedScalar       *d_v;
392b730f8bSJeremy L Thompson   CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
40437930d1SJeremy L Thompson   if (t_mode == CEED_TRANSPOSE) {
410d0321e0SJeremy L Thompson     // Sum into for transpose mode, e-vec to l-vec
422b730f8bSJeremy L Thompson     CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
430d0321e0SJeremy L Thompson   } else {
440d0321e0SJeremy L Thompson     // Overwrite for notranspose mode, l-vec to e-vec
452b730f8bSJeremy L Thompson     CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
460d0321e0SJeremy L Thompson   }
470d0321e0SJeremy L Thompson 
480d0321e0SJeremy L Thompson   // Restrict
49437930d1SJeremy L Thompson   if (t_mode == CEED_NOTRANSPOSE) {
500d0321e0SJeremy L Thompson     // L-vector -> E-vector
510d0321e0SJeremy L Thompson     if (impl->d_ind) {
520d0321e0SJeremy L Thompson       // -- Offsets provided
53437930d1SJeremy L Thompson       kernel             = impl->OffsetNoTranspose;
54437930d1SJeremy L Thompson       void   *args[]     = {&num_elem, &impl->d_ind, &d_u, &d_v};
55437930d1SJeremy L Thompson       CeedInt block_size = elem_size < 256 ? (elem_size > 64 ? elem_size : 64) : 256;
5658549094SSebastian Grimberg 
57eb7e6cafSJeremy L Thompson       CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args));
580d0321e0SJeremy L Thompson     } else {
590d0321e0SJeremy L Thompson       // -- Strided restriction
60437930d1SJeremy L Thompson       kernel             = impl->StridedNoTranspose;
61437930d1SJeremy L Thompson       void   *args[]     = {&num_elem, &d_u, &d_v};
62437930d1SJeremy L Thompson       CeedInt block_size = elem_size < 256 ? (elem_size > 64 ? elem_size : 64) : 256;
6358549094SSebastian Grimberg 
64eb7e6cafSJeremy L Thompson       CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args));
650d0321e0SJeremy L Thompson     }
660d0321e0SJeremy L Thompson   } else {
670d0321e0SJeremy L Thompson     // E-vector -> L-vector
680d0321e0SJeremy L Thompson     if (impl->d_ind) {
690d0321e0SJeremy L Thompson       // -- Offsets provided
7058549094SSebastian Grimberg       CeedInt block_size = 64;
7158549094SSebastian Grimberg       if (impl->OffsetTranspose) {
72437930d1SJeremy L Thompson         kernel       = impl->OffsetTranspose;
7358549094SSebastian Grimberg         void *args[] = {&num_elem, &impl->d_ind, &d_u, &d_v};
7458549094SSebastian Grimberg 
75eb7e6cafSJeremy L Thompson         CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args));
760d0321e0SJeremy L Thompson       } else {
7758549094SSebastian Grimberg         kernel       = impl->OffsetTransposeDet;
7858549094SSebastian Grimberg         void *args[] = {&impl->d_l_vec_indices, &impl->d_t_indices, &impl->d_t_offsets, &d_u, &d_v};
7958549094SSebastian Grimberg 
8058549094SSebastian Grimberg         CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args));
8158549094SSebastian Grimberg       }
8258549094SSebastian Grimberg     } else {
830d0321e0SJeremy L Thompson       // -- Strided restriction
84437930d1SJeremy L Thompson       kernel             = impl->StridedTranspose;
85437930d1SJeremy L Thompson       void   *args[]     = {&num_elem, &d_u, &d_v};
8658549094SSebastian Grimberg       CeedInt block_size = 64;
8758549094SSebastian Grimberg 
88eb7e6cafSJeremy L Thompson       CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args));
890d0321e0SJeremy L Thompson     }
900d0321e0SJeremy L Thompson   }
910d0321e0SJeremy L Thompson 
922b730f8bSJeremy L Thompson   if (request != CEED_REQUEST_IMMEDIATE && request != CEED_REQUEST_ORDERED) *request = NULL;
930d0321e0SJeremy L Thompson 
940d0321e0SJeremy L Thompson   // Restore arrays
952b730f8bSJeremy L Thompson   CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
962b730f8bSJeremy L Thompson   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
970d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
980d0321e0SJeremy L Thompson }
990d0321e0SJeremy L Thompson 
1000d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1010d0321e0SJeremy L Thompson // Get offsets
1020d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
103472941f0SJeremy L Thompson static int CeedElemRestrictionGetOffsets_Hip(CeedElemRestriction rstr, CeedMemType mem_type, const CeedInt **offsets) {
1040d0321e0SJeremy L Thompson   CeedElemRestriction_Hip *impl;
1052b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetData(rstr, &impl));
1060d0321e0SJeremy L Thompson 
107472941f0SJeremy L Thompson   switch (mem_type) {
1080d0321e0SJeremy L Thompson     case CEED_MEM_HOST:
1090d0321e0SJeremy L Thompson       *offsets = impl->h_ind;
1100d0321e0SJeremy L Thompson       break;
1110d0321e0SJeremy L Thompson     case CEED_MEM_DEVICE:
1120d0321e0SJeremy L Thompson       *offsets = impl->d_ind;
1130d0321e0SJeremy L Thompson       break;
1140d0321e0SJeremy L Thompson   }
1150d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
1160d0321e0SJeremy L Thompson }
1170d0321e0SJeremy L Thompson 
1180d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1190d0321e0SJeremy L Thompson // Destroy restriction
1200d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1210d0321e0SJeremy L Thompson static int CeedElemRestrictionDestroy_Hip(CeedElemRestriction r) {
1220d0321e0SJeremy L Thompson   CeedElemRestriction_Hip *impl;
1232b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetData(r, &impl));
1240d0321e0SJeremy L Thompson 
1250d0321e0SJeremy L Thompson   Ceed ceed;
1262b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed));
1272b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipModuleUnload(impl->module));
1282b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&impl->h_ind_allocated));
1292b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(impl->d_ind_allocated));
1302b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(impl->d_t_offsets));
1312b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(impl->d_t_indices));
1322b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(impl->d_l_vec_indices));
1332b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&impl));
134437930d1SJeremy L Thompson 
1350d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
1360d0321e0SJeremy L Thompson }
1370d0321e0SJeremy L Thompson 
1380d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1390d0321e0SJeremy L Thompson // Create transpose offsets and indices
1400d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1412b730f8bSJeremy L Thompson static int CeedElemRestrictionOffset_Hip(const CeedElemRestriction r, const CeedInt *indices) {
1420d0321e0SJeremy L Thompson   Ceed ceed;
1432b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed));
1440d0321e0SJeremy L Thompson   CeedElemRestriction_Hip *impl;
1452b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetData(r, &impl));
146e79b91d9SJeremy L Thompson   CeedSize l_size;
147e79b91d9SJeremy L Thompson   CeedInt  num_elem, elem_size, num_comp;
1482b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetNumElements(r, &num_elem));
1492b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetElementSize(r, &elem_size));
1502b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetLVectorSize(r, &l_size));
1512b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetNumComponents(r, &num_comp));
1520d0321e0SJeremy L Thompson 
153437930d1SJeremy L Thompson   // Count num_nodes
154437930d1SJeremy L Thompson   bool *is_node;
1552b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(l_size, &is_node));
156437930d1SJeremy L Thompson   const CeedInt size_indices = num_elem * elem_size;
1572b730f8bSJeremy L Thompson   for (CeedInt i = 0; i < size_indices; i++) is_node[indices[i]] = 1;
158437930d1SJeremy L Thompson   CeedInt num_nodes = 0;
1592b730f8bSJeremy L Thompson   for (CeedInt i = 0; i < l_size; i++) num_nodes += is_node[i];
160437930d1SJeremy L Thompson   impl->num_nodes = num_nodes;
1610d0321e0SJeremy L Thompson 
1620d0321e0SJeremy L Thompson   // L-vector offsets array
163437930d1SJeremy L Thompson   CeedInt *ind_to_offset, *l_vec_indices;
1642b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(l_size, &ind_to_offset));
1652b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(num_nodes, &l_vec_indices));
1660d0321e0SJeremy L Thompson   CeedInt j = 0;
1672b730f8bSJeremy L Thompson   for (CeedInt i = 0; i < l_size; i++) {
168437930d1SJeremy L Thompson     if (is_node[i]) {
169437930d1SJeremy L Thompson       l_vec_indices[j] = i;
1700d0321e0SJeremy L Thompson       ind_to_offset[i] = j++;
1710d0321e0SJeremy L Thompson     }
1722b730f8bSJeremy L Thompson   }
1732b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&is_node));
1740d0321e0SJeremy L Thompson 
1750d0321e0SJeremy L Thompson   // Compute transpose offsets and indices
176437930d1SJeremy L Thompson   const CeedInt size_offsets = num_nodes + 1;
177437930d1SJeremy L Thompson   CeedInt      *t_offsets;
1782b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(size_offsets, &t_offsets));
179437930d1SJeremy L Thompson   CeedInt *t_indices;
1802b730f8bSJeremy L Thompson   CeedCallBackend(CeedMalloc(size_indices, &t_indices));
1810d0321e0SJeremy L Thompson   // Count node multiplicity
1822b730f8bSJeremy L Thompson   for (CeedInt e = 0; e < num_elem; ++e) {
1832b730f8bSJeremy L Thompson     for (CeedInt i = 0; i < elem_size; ++i) ++t_offsets[ind_to_offset[indices[elem_size * e + i]] + 1];
1842b730f8bSJeremy L Thompson   }
1850d0321e0SJeremy L Thompson   // Convert to running sum
1862b730f8bSJeremy L Thompson   for (CeedInt i = 1; i < size_offsets; ++i) t_offsets[i] += t_offsets[i - 1];
1870d0321e0SJeremy L Thompson   // List all E-vec indices associated with L-vec node
188437930d1SJeremy L Thompson   for (CeedInt e = 0; e < num_elem; ++e) {
189437930d1SJeremy L Thompson     for (CeedInt i = 0; i < elem_size; ++i) {
190437930d1SJeremy L Thompson       const CeedInt lid                          = elem_size * e + i;
1910d0321e0SJeremy L Thompson       const CeedInt gid                          = indices[lid];
192437930d1SJeremy L Thompson       t_indices[t_offsets[ind_to_offset[gid]]++] = lid;
1930d0321e0SJeremy L Thompson     }
1940d0321e0SJeremy L Thompson   }
1950d0321e0SJeremy L Thompson   // Reset running sum
1962b730f8bSJeremy L Thompson   for (int i = size_offsets - 1; i > 0; --i) t_offsets[i] = t_offsets[i - 1];
197437930d1SJeremy L Thompson   t_offsets[0] = 0;
1980d0321e0SJeremy L Thompson 
1990d0321e0SJeremy L Thompson   // Copy data to device
2000d0321e0SJeremy L Thompson   // -- L-vector indices
2012b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&impl->d_l_vec_indices, num_nodes * sizeof(CeedInt)));
2022b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(impl->d_l_vec_indices, l_vec_indices, num_nodes * sizeof(CeedInt), hipMemcpyHostToDevice));
2030d0321e0SJeremy L Thompson   // -- Transpose offsets
2042b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&impl->d_t_offsets, size_offsets * sizeof(CeedInt)));
2052b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(impl->d_t_offsets, t_offsets, size_offsets * sizeof(CeedInt), hipMemcpyHostToDevice));
2060d0321e0SJeremy L Thompson   // -- Transpose indices
2072b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&impl->d_t_indices, size_indices * sizeof(CeedInt)));
2082b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(impl->d_t_indices, t_indices, size_indices * sizeof(CeedInt), hipMemcpyHostToDevice));
2090d0321e0SJeremy L Thompson 
2100d0321e0SJeremy L Thompson   // Cleanup
2112b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&ind_to_offset));
2122b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&l_vec_indices));
2132b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&t_offsets));
2142b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&t_indices));
215437930d1SJeremy L Thompson 
2160d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
2170d0321e0SJeremy L Thompson }
2180d0321e0SJeremy L Thompson 
2190d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
2200d0321e0SJeremy L Thompson // Create restriction
2210d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
222fcbe8c06SSebastian Grimberg int CeedElemRestrictionCreate_Hip(CeedMemType mem_type, CeedCopyMode copy_mode, const CeedInt *indices, const bool *orients,
2230c73c039SSebastian Grimberg                                   const CeedInt8 *curl_orients, CeedElemRestriction r) {
2240d0321e0SJeremy L Thompson   Ceed ceed;
2252b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed));
2260d0321e0SJeremy L Thompson   CeedElemRestriction_Hip *impl;
2272b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(1, &impl));
228*ca735530SJeremy L Thompson   Ceed ceed_parent;
229*ca735530SJeremy L Thompson   CeedCallBackend(CeedGetParent(ceed, &ceed_parent));
23058549094SSebastian Grimberg   bool is_deterministic;
231*ca735530SJeremy L Thompson   CeedCallBackend(CeedIsDeterministic(ceed_parent, &is_deterministic));
232437930d1SJeremy L Thompson   CeedInt num_elem, num_comp, elem_size;
2332b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetNumElements(r, &num_elem));
2342b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetNumComponents(r, &num_comp));
2352b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionGetElementSize(r, &elem_size));
236437930d1SJeremy L Thompson   CeedInt size        = num_elem * elem_size;
237437930d1SJeremy L Thompson   CeedInt strides[3]  = {1, size, elem_size};
238437930d1SJeremy L Thompson   CeedInt comp_stride = 1;
2390d0321e0SJeremy L Thompson 
24000125730SSebastian Grimberg   CeedRestrictionType rstr_type;
24100125730SSebastian Grimberg   CeedCallBackend(CeedElemRestrictionGetType(r, &rstr_type));
24200125730SSebastian Grimberg   CeedCheck(rstr_type != CEED_RESTRICTION_ORIENTED && rstr_type != CEED_RESTRICTION_CURL_ORIENTED, ceed, CEED_ERROR_BACKEND,
24300125730SSebastian Grimberg             "Backend does not implement CeedElemRestrictionCreateOriented or CeedElemRestrictionCreateCurlOriented");
24400125730SSebastian Grimberg 
2450d0321e0SJeremy L Thompson   // Stride data
246437930d1SJeremy L Thompson   bool is_strided;
2472b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionIsStrided(r, &is_strided));
248437930d1SJeremy L Thompson   if (is_strided) {
249437930d1SJeremy L Thompson     bool has_backend_strides;
2502b730f8bSJeremy L Thompson     CeedCallBackend(CeedElemRestrictionHasBackendStrides(r, &has_backend_strides));
251437930d1SJeremy L Thompson     if (!has_backend_strides) {
2522b730f8bSJeremy L Thompson       CeedCallBackend(CeedElemRestrictionGetStrides(r, &strides));
2530d0321e0SJeremy L Thompson     }
2540d0321e0SJeremy L Thompson   } else {
2552b730f8bSJeremy L Thompson     CeedCallBackend(CeedElemRestrictionGetCompStride(r, &comp_stride));
2560d0321e0SJeremy L Thompson   }
2570d0321e0SJeremy L Thompson 
2580d0321e0SJeremy L Thompson   impl->h_ind           = NULL;
2590d0321e0SJeremy L Thompson   impl->h_ind_allocated = NULL;
2600d0321e0SJeremy L Thompson   impl->d_ind           = NULL;
2610d0321e0SJeremy L Thompson   impl->d_ind_allocated = NULL;
262437930d1SJeremy L Thompson   impl->d_t_indices     = NULL;
263437930d1SJeremy L Thompson   impl->d_t_offsets     = NULL;
264437930d1SJeremy L Thompson   impl->num_nodes       = size;
2652b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionSetData(r, impl));
266437930d1SJeremy L Thompson   CeedInt layout[3] = {1, elem_size * num_elem, elem_size};
2672b730f8bSJeremy L Thompson   CeedCallBackend(CeedElemRestrictionSetELayout(r, layout));
2680d0321e0SJeremy L Thompson 
2690d0321e0SJeremy L Thompson   // Set up device indices/offset arrays
270472941f0SJeremy L Thompson   switch (mem_type) {
2716574a04fSJeremy L Thompson     case CEED_MEM_HOST: {
272472941f0SJeremy L Thompson       switch (copy_mode) {
2730d0321e0SJeremy L Thompson         case CEED_OWN_POINTER:
2740d0321e0SJeremy L Thompson           impl->h_ind_allocated = (CeedInt *)indices;
2750d0321e0SJeremy L Thompson           impl->h_ind           = (CeedInt *)indices;
2760d0321e0SJeremy L Thompson           break;
2770d0321e0SJeremy L Thompson         case CEED_USE_POINTER:
2780d0321e0SJeremy L Thompson           impl->h_ind = (CeedInt *)indices;
2790d0321e0SJeremy L Thompson           break;
2800d0321e0SJeremy L Thompson         case CEED_COPY_VALUES:
28144d7a66cSJeremy L Thompson           if (indices != NULL) {
2822b730f8bSJeremy L Thompson             CeedCallBackend(CeedMalloc(elem_size * num_elem, &impl->h_ind_allocated));
28344d7a66cSJeremy L Thompson             memcpy(impl->h_ind_allocated, indices, elem_size * num_elem * sizeof(CeedInt));
28444d7a66cSJeremy L Thompson             impl->h_ind = impl->h_ind_allocated;
28544d7a66cSJeremy L Thompson           }
2860d0321e0SJeremy L Thompson           break;
2870d0321e0SJeremy L Thompson       }
2880d0321e0SJeremy L Thompson       if (indices != NULL) {
2892b730f8bSJeremy L Thompson         CeedCallHip(ceed, hipMalloc((void **)&impl->d_ind, size * sizeof(CeedInt)));
2900d0321e0SJeremy L Thompson         impl->d_ind_allocated = impl->d_ind;  // We own the device memory
2912b730f8bSJeremy L Thompson         CeedCallHip(ceed, hipMemcpy(impl->d_ind, indices, size * sizeof(CeedInt), hipMemcpyHostToDevice));
29258549094SSebastian Grimberg         if (is_deterministic) CeedCallBackend(CeedElemRestrictionOffset_Hip(r, indices));
2930d0321e0SJeremy L Thompson       }
2946574a04fSJeremy L Thompson       break;
2956574a04fSJeremy L Thompson     }
2966574a04fSJeremy L Thompson     case CEED_MEM_DEVICE: {
297472941f0SJeremy L Thompson       switch (copy_mode) {
2980d0321e0SJeremy L Thompson         case CEED_COPY_VALUES:
2990d0321e0SJeremy L Thompson           if (indices != NULL) {
3002b730f8bSJeremy L Thompson             CeedCallHip(ceed, hipMalloc((void **)&impl->d_ind, size * sizeof(CeedInt)));
3010d0321e0SJeremy L Thompson             impl->d_ind_allocated = impl->d_ind;  // We own the device memory
3022b730f8bSJeremy L Thompson             CeedCallHip(ceed, hipMemcpy(impl->d_ind, indices, size * sizeof(CeedInt), hipMemcpyDeviceToDevice));
3030d0321e0SJeremy L Thompson           }
3040d0321e0SJeremy L Thompson           break;
3050d0321e0SJeremy L Thompson         case CEED_OWN_POINTER:
3060d0321e0SJeremy L Thompson           impl->d_ind           = (CeedInt *)indices;
3070d0321e0SJeremy L Thompson           impl->d_ind_allocated = impl->d_ind;
3080d0321e0SJeremy L Thompson           break;
3090d0321e0SJeremy L Thompson         case CEED_USE_POINTER:
3100d0321e0SJeremy L Thompson           impl->d_ind = (CeedInt *)indices;
3110d0321e0SJeremy L Thompson       }
3120d0321e0SJeremy L Thompson       if (indices != NULL) {
3132b730f8bSJeremy L Thompson         CeedCallBackend(CeedMalloc(elem_size * num_elem, &impl->h_ind_allocated));
3142b730f8bSJeremy L Thompson         CeedCallHip(ceed, hipMemcpy(impl->h_ind_allocated, impl->d_ind, elem_size * num_elem * sizeof(CeedInt), hipMemcpyDeviceToHost));
31544d7a66cSJeremy L Thompson         impl->h_ind = impl->h_ind_allocated;
31658549094SSebastian Grimberg         if (is_deterministic) CeedCallBackend(CeedElemRestrictionOffset_Hip(r, indices));
3170d0321e0SJeremy L Thompson       }
3186574a04fSJeremy L Thompson       break;
3196574a04fSJeremy L Thompson     }
3200d0321e0SJeremy L Thompson     // LCOV_EXCL_START
3216574a04fSJeremy L Thompson     default:
3222b730f8bSJeremy L Thompson       return CeedError(ceed, CEED_ERROR_BACKEND, "Only MemType = HOST or DEVICE supported");
3230d0321e0SJeremy L Thompson       // LCOV_EXCL_STOP
3240d0321e0SJeremy L Thompson   }
3250d0321e0SJeremy L Thompson 
3260d0321e0SJeremy L Thompson   // Compile HIP kernels
327437930d1SJeremy L Thompson   CeedInt num_nodes = impl->num_nodes;
328437930d1SJeremy L Thompson   char   *restriction_kernel_path, *restriction_kernel_source;
3292b730f8bSJeremy L Thompson   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-restriction.h", &restriction_kernel_path));
33023d4529eSJeremy L Thompson   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Restriction Kernel Source -----\n");
3312b730f8bSJeremy L Thompson   CeedCallBackend(CeedLoadSourceToBuffer(ceed, restriction_kernel_path, &restriction_kernel_source));
33223d4529eSJeremy L Thompson   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Restriction Kernel Source Complete! -----\n");
333eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedCompile_Hip(ceed, restriction_kernel_source, &impl->module, 8, "RESTR_ELEM_SIZE", elem_size, "RESTR_NUM_ELEM", num_elem,
3342b730f8bSJeremy L Thompson                                   "RESTR_NUM_COMP", num_comp, "RESTR_NUM_NODES", num_nodes, "RESTR_COMP_STRIDE", comp_stride, "RESTR_STRIDE_NODES",
3352b730f8bSJeremy L Thompson                                   strides[0], "RESTR_STRIDE_COMP", strides[1], "RESTR_STRIDE_ELEM", strides[2]));
336eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "StridedNoTranspose", &impl->StridedNoTranspose));
337eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "StridedTranspose", &impl->StridedTranspose));
33858549094SSebastian Grimberg   CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "OffsetNoTranspose", &impl->OffsetNoTranspose));
33958549094SSebastian Grimberg   if (!is_deterministic) {
340eb7e6cafSJeremy L Thompson     CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "OffsetTranspose", &impl->OffsetTranspose));
34158549094SSebastian Grimberg   } else {
34258549094SSebastian Grimberg     CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "OffsetTransposeDet", &impl->OffsetTransposeDet));
34358549094SSebastian Grimberg   }
3442b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&restriction_kernel_path));
3452b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&restriction_kernel_source));
3460d0321e0SJeremy L Thompson 
3470d0321e0SJeremy L Thompson   // Register backend functions
3482b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "Apply", CeedElemRestrictionApply_Hip));
349b17517eeSSebastian Grimberg   CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "ApplyUnsigned", CeedElemRestrictionApply_Hip));
3507c1dbaffSSebastian Grimberg   CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "ApplyUnoriented", CeedElemRestrictionApply_Hip));
3512b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "GetOffsets", CeedElemRestrictionGetOffsets_Hip));
3522b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "Destroy", CeedElemRestrictionDestroy_Hip));
3530d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
3540d0321e0SJeremy L Thompson }
3550d0321e0SJeremy L Thompson 
3560d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
357