xref: /libCEED/rust/libceed-sys/c-src/backends/hip-ref/ceed-hip-ref-basis.c (revision b7453713e95c1c6eb59ce174cbcb87227e92884e)
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 <hip/hip_runtime.h>
122b730f8bSJeremy L Thompson 
1349aac155SJeremy L Thompson #include "../hip/ceed-hip-common.h"
140d0321e0SJeremy L Thompson #include "../hip/ceed-hip-compile.h"
152b730f8bSJeremy L Thompson #include "ceed-hip-ref.h"
160d0321e0SJeremy L Thompson 
170d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
180d0321e0SJeremy L Thompson // Basis apply - tensor
190d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
202b730f8bSJeremy L Thompson int CeedBasisApply_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u, CeedVector v) {
210d0321e0SJeremy L Thompson   Ceed              ceed;
220d0321e0SJeremy L Thompson   Ceed_Hip         *ceed_Hip;
23*b7453713SJeremy L Thompson   CeedInt           Q_1d, dim;
24437930d1SJeremy L Thompson   const CeedInt     transpose      = t_mode == CEED_TRANSPOSE;
25437930d1SJeremy L Thompson   const int         max_block_size = 64;
260d0321e0SJeremy L Thompson   const CeedScalar *d_u;
270d0321e0SJeremy L Thompson   CeedScalar       *d_v;
28*b7453713SJeremy L Thompson   CeedBasis_Hip    *data;
29*b7453713SJeremy L Thompson 
30*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
31*b7453713SJeremy L Thompson   CeedCallBackend(CeedGetData(ceed, &ceed_Hip));
32*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetData(basis, &data));
33*b7453713SJeremy L Thompson 
34*b7453713SJeremy L Thompson   // Read vectors
356574a04fSJeremy L Thompson   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
366574a04fSJeremy L Thompson   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
372b730f8bSJeremy L Thompson   CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
380d0321e0SJeremy L Thompson 
390d0321e0SJeremy L Thompson   // Clear v for transpose operation
40437930d1SJeremy L Thompson   if (t_mode == CEED_TRANSPOSE) {
411f9221feSJeremy L Thompson     CeedSize length;
42*b7453713SJeremy L Thompson 
432b730f8bSJeremy L Thompson     CeedCallBackend(CeedVectorGetLength(v, &length));
442b730f8bSJeremy L Thompson     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
450d0321e0SJeremy L Thompson   }
46b2165e7aSSebastian Grimberg   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
47b2165e7aSSebastian Grimberg   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
480d0321e0SJeremy L Thompson 
490d0321e0SJeremy L Thompson   // Basis action
50437930d1SJeremy L Thompson   switch (eval_mode) {
510d0321e0SJeremy L Thompson     case CEED_EVAL_INTERP: {
522b730f8bSJeremy L Thompson       void         *interp_args[] = {(void *)&num_elem, (void *)&transpose, &data->d_interp_1d, &d_u, &d_v};
53b2165e7aSSebastian Grimberg       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
540d0321e0SJeremy L Thompson 
55eb7e6cafSJeremy L Thompson       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Interp, num_elem, block_size, interp_args));
560d0321e0SJeremy L Thompson     } break;
570d0321e0SJeremy L Thompson     case CEED_EVAL_GRAD: {
582b730f8bSJeremy L Thompson       void         *grad_args[] = {(void *)&num_elem, (void *)&transpose, &data->d_interp_1d, &data->d_grad_1d, &d_u, &d_v};
59b2165e7aSSebastian Grimberg       const CeedInt block_size  = max_block_size;
600d0321e0SJeremy L Thompson 
61eb7e6cafSJeremy L Thompson       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Grad, num_elem, block_size, grad_args));
620d0321e0SJeremy L Thompson     } break;
630d0321e0SJeremy L Thompson     case CEED_EVAL_WEIGHT: {
64437930d1SJeremy L Thompson       void     *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight_1d, &d_v};
65b2165e7aSSebastian Grimberg       const int block_size_x  = Q_1d;
66b2165e7aSSebastian Grimberg       const int block_size_y  = dim >= 2 ? Q_1d : 1;
670d0321e0SJeremy L Thompson 
68b2165e7aSSebastian Grimberg       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, num_elem, block_size_x, block_size_y, 1, weight_args));
690d0321e0SJeremy L Thompson     } break;
700d0321e0SJeremy L Thompson     // LCOV_EXCL_START
710d0321e0SJeremy L Thompson     // Evaluate the divergence to/from the quadrature points
720d0321e0SJeremy L Thompson     case CEED_EVAL_DIV:
730d0321e0SJeremy L Thompson       return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_DIV not supported");
740d0321e0SJeremy L Thompson     // Evaluate the curl to/from the quadrature points
750d0321e0SJeremy L Thompson     case CEED_EVAL_CURL:
760d0321e0SJeremy L Thompson       return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_CURL not supported");
770d0321e0SJeremy L Thompson     // Take no action, BasisApply should not have been called
780d0321e0SJeremy L Thompson     case CEED_EVAL_NONE:
792b730f8bSJeremy L Thompson       return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_NONE does not make sense in this context");
800d0321e0SJeremy L Thompson       // LCOV_EXCL_STOP
810d0321e0SJeremy L Thompson   }
820d0321e0SJeremy L Thompson 
830d0321e0SJeremy L Thompson   // Restore vectors
84437930d1SJeremy L Thompson   if (eval_mode != CEED_EVAL_WEIGHT) {
852b730f8bSJeremy L Thompson     CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
860d0321e0SJeremy L Thompson   }
872b730f8bSJeremy L Thompson   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
880d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
890d0321e0SJeremy L Thompson }
900d0321e0SJeremy L Thompson 
910d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
920d0321e0SJeremy L Thompson // Basis apply - non-tensor
930d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
942b730f8bSJeremy L Thompson int CeedBasisApplyNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
952b730f8bSJeremy L Thompson                                 CeedVector v) {
960d0321e0SJeremy L Thompson   Ceed                    ceed;
970d0321e0SJeremy L Thompson   Ceed_Hip               *ceed_Hip;
98437930d1SJeremy L Thompson   CeedInt                 num_nodes, num_qpts;
99437930d1SJeremy L Thompson   const CeedInt           transpose       = t_mode == CEED_TRANSPOSE;
100b2165e7aSSebastian Grimberg   int                     elems_per_block = 1;
101b2165e7aSSebastian Grimberg   int                     grid            = num_elem / elems_per_block + ((num_elem / elems_per_block * elems_per_block < num_elem) ? 1 : 0);
1020d0321e0SJeremy L Thompson   const CeedScalar       *d_u;
1030d0321e0SJeremy L Thompson   CeedScalar             *d_v;
104*b7453713SJeremy L Thompson   CeedBasisNonTensor_Hip *data;
105*b7453713SJeremy L Thompson 
106*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
107*b7453713SJeremy L Thompson   CeedCallBackend(CeedGetData(ceed, &ceed_Hip));
108*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetData(basis, &data));
109*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis, &num_qpts));
110*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
111*b7453713SJeremy L Thompson 
112*b7453713SJeremy L Thompson   // Read vectors
113437930d1SJeremy L Thompson   if (eval_mode != CEED_EVAL_WEIGHT) {
1142b730f8bSJeremy L Thompson     CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
1150d0321e0SJeremy L Thompson   }
1162b730f8bSJeremy L Thompson   CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
1170d0321e0SJeremy L Thompson 
1180d0321e0SJeremy L Thompson   // Clear v for transpose operation
119437930d1SJeremy L Thompson   if (t_mode == CEED_TRANSPOSE) {
1201f9221feSJeremy L Thompson     CeedSize length;
121*b7453713SJeremy L Thompson 
1222b730f8bSJeremy L Thompson     CeedCallBackend(CeedVectorGetLength(v, &length));
1232b730f8bSJeremy L Thompson     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
1240d0321e0SJeremy L Thompson   }
1250d0321e0SJeremy L Thompson 
1260d0321e0SJeremy L Thompson   // Apply basis operation
127437930d1SJeremy L Thompson   switch (eval_mode) {
1280d0321e0SJeremy L Thompson     case CEED_EVAL_INTERP: {
1292b730f8bSJeremy L Thompson       void     *interp_args[] = {(void *)&num_elem, (void *)&transpose, &data->d_interp, &d_u, &d_v};
1302b730f8bSJeremy L Thompson       const int block_size_x  = transpose ? num_nodes : num_qpts;
131b2165e7aSSebastian Grimberg 
132b2165e7aSSebastian Grimberg       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Interp, grid, block_size_x, 1, elems_per_block, interp_args));
1330d0321e0SJeremy L Thompson     } break;
1340d0321e0SJeremy L Thompson     case CEED_EVAL_GRAD: {
1352b730f8bSJeremy L Thompson       void     *grad_args[]  = {(void *)&num_elem, (void *)&transpose, &data->d_grad, &d_u, &d_v};
1362b730f8bSJeremy L Thompson       const int block_size_x = transpose ? num_nodes : num_qpts;
137b2165e7aSSebastian Grimberg 
138b2165e7aSSebastian Grimberg       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Grad, grid, block_size_x, 1, elems_per_block, grad_args));
1390d0321e0SJeremy L Thompson     } break;
1400d0321e0SJeremy L Thompson     case CEED_EVAL_WEIGHT: {
141437930d1SJeremy L Thompson       void *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight, &d_v};
142b2165e7aSSebastian Grimberg 
143b2165e7aSSebastian Grimberg       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, grid, num_qpts, 1, elems_per_block, weight_args));
1440d0321e0SJeremy L Thompson     } break;
1450d0321e0SJeremy L Thompson     // LCOV_EXCL_START
1460d0321e0SJeremy L Thompson     // Evaluate the divergence to/from the quadrature points
1470d0321e0SJeremy L Thompson     case CEED_EVAL_DIV:
1480d0321e0SJeremy L Thompson       return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_DIV not supported");
1490d0321e0SJeremy L Thompson     // Evaluate the curl to/from the quadrature points
1500d0321e0SJeremy L Thompson     case CEED_EVAL_CURL:
1510d0321e0SJeremy L Thompson       return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_CURL not supported");
1520d0321e0SJeremy L Thompson     // Take no action, BasisApply should not have been called
1530d0321e0SJeremy L Thompson     case CEED_EVAL_NONE:
1542b730f8bSJeremy L Thompson       return CeedError(ceed, CEED_ERROR_BACKEND, "CEED_EVAL_NONE does not make sense in this context");
1550d0321e0SJeremy L Thompson       // LCOV_EXCL_STOP
1560d0321e0SJeremy L Thompson   }
1570d0321e0SJeremy L Thompson 
1580d0321e0SJeremy L Thompson   // Restore vectors
159437930d1SJeremy L Thompson   if (eval_mode != CEED_EVAL_WEIGHT) {
1602b730f8bSJeremy L Thompson     CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
1610d0321e0SJeremy L Thompson   }
1622b730f8bSJeremy L Thompson   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
1630d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
1640d0321e0SJeremy L Thompson }
1650d0321e0SJeremy L Thompson 
1660d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1670d0321e0SJeremy L Thompson // Destroy tensor basis
1680d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1690d0321e0SJeremy L Thompson static int CeedBasisDestroy_Hip(CeedBasis basis) {
1700d0321e0SJeremy L Thompson   Ceed           ceed;
1710d0321e0SJeremy L Thompson   CeedBasis_Hip *data;
172*b7453713SJeremy L Thompson 
173*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
1742b730f8bSJeremy L Thompson   CeedCallBackend(CeedBasisGetData(basis, &data));
1752b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipModuleUnload(data->module));
1762b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(data->d_q_weight_1d));
1772b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(data->d_interp_1d));
1782b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(data->d_grad_1d));
1792b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&data));
1800d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
1810d0321e0SJeremy L Thompson }
1820d0321e0SJeremy L Thompson 
1830d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1840d0321e0SJeremy L Thompson // Destroy non-tensor basis
1850d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
1860d0321e0SJeremy L Thompson static int CeedBasisDestroyNonTensor_Hip(CeedBasis basis) {
1870d0321e0SJeremy L Thompson   Ceed                    ceed;
1880d0321e0SJeremy L Thompson   CeedBasisNonTensor_Hip *data;
189*b7453713SJeremy L Thompson 
190*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
1912b730f8bSJeremy L Thompson   CeedCallBackend(CeedBasisGetData(basis, &data));
1922b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipModuleUnload(data->module));
1932b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(data->d_q_weight));
1942b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(data->d_interp));
1952b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipFree(data->d_grad));
1962b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&data));
1970d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
1980d0321e0SJeremy L Thompson }
1990d0321e0SJeremy L Thompson 
2000d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
2010d0321e0SJeremy L Thompson // Create tensor
2020d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
2032b730f8bSJeremy L Thompson int CeedBasisCreateTensorH1_Hip(CeedInt dim, CeedInt P_1d, CeedInt Q_1d, const CeedScalar *interp_1d, const CeedScalar *grad_1d,
2046574a04fSJeremy L Thompson                                 const CeedScalar *q_ref_1d, const CeedScalar *q_weight_1d, CeedBasis basis) {
2050d0321e0SJeremy L Thompson   Ceed           ceed;
206*b7453713SJeremy L Thompson   char          *basis_kernel_path, *basis_kernel_source;
207*b7453713SJeremy L Thompson   CeedInt        num_comp;
208*b7453713SJeremy L Thompson   const CeedInt  q_bytes      = Q_1d * sizeof(CeedScalar);
209*b7453713SJeremy L Thompson   const CeedInt  interp_bytes = q_bytes * P_1d;
2100d0321e0SJeremy L Thompson   CeedBasis_Hip *data;
211*b7453713SJeremy L Thompson 
212*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
2132b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(1, &data));
2140d0321e0SJeremy L Thompson 
2150d0321e0SJeremy L Thompson   // Copy data to GPU
2162b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight_1d, q_bytes));
2172b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(data->d_q_weight_1d, q_weight_1d, q_bytes, hipMemcpyHostToDevice));
2182b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&data->d_interp_1d, interp_bytes));
2192b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(data->d_interp_1d, interp_1d, interp_bytes, hipMemcpyHostToDevice));
2202b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&data->d_grad_1d, interp_bytes));
2212b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(data->d_grad_1d, grad_1d, interp_bytes, hipMemcpyHostToDevice));
2220d0321e0SJeremy L Thompson 
223ecc88aebSJeremy L Thompson   // Compile basis kernels
224*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
2252b730f8bSJeremy L Thompson   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor.h", &basis_kernel_path));
22623d4529eSJeremy L Thompson   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
2272b730f8bSJeremy L Thompson   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
22823d4529eSJeremy L Thompson   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
229eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 7, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
230*b7453713SJeremy L Thompson                                   num_comp * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
231*b7453713SJeremy L Thompson                                   "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim)));
232eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
233eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Grad", &data->Grad));
234eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
2352b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&basis_kernel_path));
2362b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&basis_kernel_source));
237437930d1SJeremy L Thompson 
2382b730f8bSJeremy L Thompson   CeedCallBackend(CeedBasisSetData(basis, data));
2390d0321e0SJeremy L Thompson 
2402b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApply_Hip));
2412b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroy_Hip));
2420d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
2430d0321e0SJeremy L Thompson }
2440d0321e0SJeremy L Thompson 
2450d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
2460d0321e0SJeremy L Thompson // Create non-tensor
2470d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
2482b730f8bSJeremy L Thompson int CeedBasisCreateH1_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *grad,
24951475c7cSJeremy L Thompson                           const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
2500d0321e0SJeremy L Thompson   Ceed                    ceed;
251*b7453713SJeremy L Thompson   char                   *basis_kernel_path, *basis_kernel_source;
252*b7453713SJeremy L Thompson   CeedInt                 num_comp;
253*b7453713SJeremy L Thompson   const CeedInt           q_bytes      = num_qpts * sizeof(CeedScalar);
254*b7453713SJeremy L Thompson   const CeedInt           interp_bytes = q_bytes * num_nodes;
255*b7453713SJeremy L Thompson   const CeedInt           grad_bytes   = q_bytes * num_nodes * dim;
2560d0321e0SJeremy L Thompson   CeedBasisNonTensor_Hip *data;
257*b7453713SJeremy L Thompson 
258*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
2592b730f8bSJeremy L Thompson   CeedCallBackend(CeedCalloc(1, &data));
2600d0321e0SJeremy L Thompson 
2610d0321e0SJeremy L Thompson   // Copy basis data to GPU
2622b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
2632b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
2642b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
2652b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
2662b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMalloc((void **)&data->d_grad, grad_bytes));
2672b730f8bSJeremy L Thompson   CeedCallHip(ceed, hipMemcpy(data->d_grad, grad, grad_bytes, hipMemcpyHostToDevice));
2680d0321e0SJeremy L Thompson 
2690d0321e0SJeremy L Thompson   // Compile basis kernels
270*b7453713SJeremy L Thompson   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
2712b730f8bSJeremy L Thompson   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
27223d4529eSJeremy L Thompson   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
2732b730f8bSJeremy L Thompson   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
27423d4529eSJeremy L Thompson   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
275eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 4, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_DIM", dim,
276*b7453713SJeremy L Thompson                                   "BASIS_NUM_COMP", num_comp));
277eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
278eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Grad", &data->Grad));
279eb7e6cafSJeremy L Thompson   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
2802b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&basis_kernel_path));
2812b730f8bSJeremy L Thompson   CeedCallBackend(CeedFree(&basis_kernel_source));
2822b730f8bSJeremy L Thompson   CeedCallBackend(CeedBasisSetData(basis, data));
2830d0321e0SJeremy L Thompson 
2840d0321e0SJeremy L Thompson   // Register backend functions
2852b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
2862b730f8bSJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
2870d0321e0SJeremy L Thompson   return CEED_ERROR_SUCCESS;
2880d0321e0SJeremy L Thompson }
2892a86cc9dSSebastian Grimberg 
2900d0321e0SJeremy L Thompson //------------------------------------------------------------------------------
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