xref: /libCEED/backends/hip-ref/ceed-hip-ref-basis.c (revision 3ff7c56e5b4ea13c680e44274fc5090a1f309be1)
1 // Copyright (c) 2017-2024, Lawrence Livermore National Security, LLC and other CEED contributors.
2 // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
3 //
4 // SPDX-License-Identifier: BSD-2-Clause
5 //
6 // This file is part of CEED:  http://github.com/ceed
7 
8 #include <ceed.h>
9 #include <ceed/backend.h>
10 #include <ceed/jit-tools.h>
11 #include <hip/hip_runtime.h>
12 
13 #include "../hip/ceed-hip-common.h"
14 #include "../hip/ceed-hip-compile.h"
15 #include "ceed-hip-ref.h"
16 
17 //------------------------------------------------------------------------------
18 // Basis apply - tensor
19 //------------------------------------------------------------------------------
20 int CeedBasisApply_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u, CeedVector v) {
21   Ceed              ceed;
22   CeedInt           Q_1d, dim;
23   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
24   const int         max_block_size = 64;
25   const CeedScalar *d_u;
26   CeedScalar       *d_v;
27   CeedBasis_Hip    *data;
28 
29   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
30   CeedCallBackend(CeedBasisGetData(basis, &data));
31 
32   // Get read/write access to u, v
33   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
34   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
35   CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
36 
37   // Clear v for transpose operation
38   if (is_transpose) {
39     CeedSize length;
40 
41     CeedCallBackend(CeedVectorGetLength(v, &length));
42     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
43   }
44   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
45   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
46 
47   // Basis action
48   switch (eval_mode) {
49     case CEED_EVAL_INTERP: {
50       void         *interp_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &d_u, &d_v};
51       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
52 
53       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Interp, num_elem, block_size, interp_args));
54     } break;
55     case CEED_EVAL_GRAD: {
56       void         *grad_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &data->d_grad_1d, &d_u, &d_v};
57       const CeedInt block_size  = max_block_size;
58 
59       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Grad, num_elem, block_size, grad_args));
60     } break;
61     case CEED_EVAL_WEIGHT: {
62       CeedCheck(data->d_q_weight_1d, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights_1d not set", CeedEvalModes[eval_mode]);
63       void     *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight_1d, &d_v};
64       const int block_size_x  = Q_1d;
65       const int block_size_y  = dim >= 2 ? Q_1d : 1;
66 
67       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, num_elem, block_size_x, block_size_y, 1, weight_args));
68     } break;
69     case CEED_EVAL_NONE: /* handled separately below */
70       break;
71     // LCOV_EXCL_START
72     case CEED_EVAL_DIV:
73     case CEED_EVAL_CURL:
74       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
75       // LCOV_EXCL_STOP
76   }
77 
78   // Restore vectors, cover CEED_EVAL_NONE
79   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
80   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
81   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
82   return CEED_ERROR_SUCCESS;
83 }
84 
85 //------------------------------------------------------------------------------
86 // Basis apply - non-tensor
87 //------------------------------------------------------------------------------
88 int CeedBasisApplyNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
89                                 CeedVector v) {
90   Ceed                    ceed;
91   CeedInt                 num_nodes, num_qpts;
92   const CeedInt           is_transpose    = t_mode == CEED_TRANSPOSE;
93   const int               elems_per_block = 1;
94   const int               grid            = CeedDivUpInt(num_elem, elems_per_block);
95   const CeedScalar       *d_u;
96   CeedScalar             *d_v;
97   CeedBasisNonTensor_Hip *data;
98 
99   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
100   CeedCallBackend(CeedBasisGetData(basis, &data));
101   CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis, &num_qpts));
102   CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
103 
104   // Get read/write access to u, v
105   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
106   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
107   CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
108 
109   // Clear v for transpose operation
110   if (is_transpose) {
111     CeedSize length;
112 
113     CeedCallBackend(CeedVectorGetLength(v, &length));
114     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
115   }
116 
117   // Apply basis operation
118   switch (eval_mode) {
119     case CEED_EVAL_INTERP: {
120       void     *interp_args[] = {(void *)&num_elem, &data->d_interp, &d_u, &d_v};
121       const int block_size_x  = is_transpose ? num_nodes : num_qpts;
122 
123       if (is_transpose) {
124         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->InterpTranspose, grid, block_size_x, 1, elems_per_block, interp_args));
125       } else {
126         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Interp, grid, block_size_x, 1, elems_per_block, interp_args));
127       }
128     } break;
129     case CEED_EVAL_GRAD: {
130       void     *grad_args[]  = {(void *)&num_elem, &data->d_grad, &d_u, &d_v};
131       const int block_size_x = is_transpose ? num_nodes : num_qpts;
132 
133       if (is_transpose) {
134         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, grad_args));
135       } else {
136         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, grad_args));
137       }
138     } break;
139     case CEED_EVAL_DIV: {
140       void     *div_args[]   = {(void *)&num_elem, &data->d_div, &d_u, &d_v};
141       const int block_size_x = is_transpose ? num_nodes : num_qpts;
142 
143       if (is_transpose) {
144         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, div_args));
145       } else {
146         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, div_args));
147       }
148     } break;
149     case CEED_EVAL_CURL: {
150       void     *curl_args[]  = {(void *)&num_elem, &data->d_curl, &d_u, &d_v};
151       const int block_size_x = is_transpose ? num_nodes : num_qpts;
152 
153       if (is_transpose) {
154         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, curl_args));
155       } else {
156         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, curl_args));
157       }
158     } break;
159     case CEED_EVAL_WEIGHT: {
160       CeedCheck(data->d_q_weight, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights not set", CeedEvalModes[eval_mode]);
161       void *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight, &d_v};
162 
163       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, grid, num_qpts, 1, elems_per_block, weight_args));
164     } break;
165     case CEED_EVAL_NONE: /* handled separately below */
166       break;
167   }
168 
169   // Restore vectors, cover CEED_EVAL_NONE
170   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
171   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
172   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
173   return CEED_ERROR_SUCCESS;
174 }
175 
176 //------------------------------------------------------------------------------
177 // Destroy tensor basis
178 //------------------------------------------------------------------------------
179 static int CeedBasisDestroy_Hip(CeedBasis basis) {
180   Ceed           ceed;
181   CeedBasis_Hip *data;
182 
183   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
184   CeedCallBackend(CeedBasisGetData(basis, &data));
185   CeedCallHip(ceed, hipModuleUnload(data->module));
186   if (data->d_q_weight_1d) CeedCallHip(ceed, hipFree(data->d_q_weight_1d));
187   CeedCallHip(ceed, hipFree(data->d_interp_1d));
188   CeedCallHip(ceed, hipFree(data->d_grad_1d));
189   CeedCallBackend(CeedFree(&data));
190   return CEED_ERROR_SUCCESS;
191 }
192 
193 //------------------------------------------------------------------------------
194 // Destroy non-tensor basis
195 //------------------------------------------------------------------------------
196 static int CeedBasisDestroyNonTensor_Hip(CeedBasis basis) {
197   Ceed                    ceed;
198   CeedBasisNonTensor_Hip *data;
199 
200   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
201   CeedCallBackend(CeedBasisGetData(basis, &data));
202   CeedCallHip(ceed, hipModuleUnload(data->module));
203   if (data->d_q_weight) CeedCallHip(ceed, hipFree(data->d_q_weight));
204   CeedCallHip(ceed, hipFree(data->d_interp));
205   CeedCallHip(ceed, hipFree(data->d_grad));
206   CeedCallHip(ceed, hipFree(data->d_div));
207   CeedCallHip(ceed, hipFree(data->d_curl));
208   CeedCallBackend(CeedFree(&data));
209   return CEED_ERROR_SUCCESS;
210 }
211 
212 //------------------------------------------------------------------------------
213 // Create tensor
214 //------------------------------------------------------------------------------
215 int CeedBasisCreateTensorH1_Hip(CeedInt dim, CeedInt P_1d, CeedInt Q_1d, const CeedScalar *interp_1d, const CeedScalar *grad_1d,
216                                 const CeedScalar *q_ref_1d, const CeedScalar *q_weight_1d, CeedBasis basis) {
217   Ceed           ceed;
218   char          *basis_kernel_source;
219   const char    *basis_kernel_path;
220   CeedInt        num_comp;
221   const CeedInt  q_bytes      = Q_1d * sizeof(CeedScalar);
222   const CeedInt  interp_bytes = q_bytes * P_1d;
223   CeedBasis_Hip *data;
224 
225   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
226   CeedCallBackend(CeedCalloc(1, &data));
227 
228   // Copy data to GPU
229   if (q_weight_1d) {
230     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight_1d, q_bytes));
231     CeedCallHip(ceed, hipMemcpy(data->d_q_weight_1d, q_weight_1d, q_bytes, hipMemcpyHostToDevice));
232   }
233   CeedCallHip(ceed, hipMalloc((void **)&data->d_interp_1d, interp_bytes));
234   CeedCallHip(ceed, hipMemcpy(data->d_interp_1d, interp_1d, interp_bytes, hipMemcpyHostToDevice));
235   CeedCallHip(ceed, hipMalloc((void **)&data->d_grad_1d, interp_bytes));
236   CeedCallHip(ceed, hipMemcpy(data->d_grad_1d, grad_1d, interp_bytes, hipMemcpyHostToDevice));
237 
238   // Compile basis kernels
239   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
240   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor.h", &basis_kernel_path));
241   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
242   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
243   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
244   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 7, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
245                                   num_comp * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
246                                   "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim)));
247   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
248   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Grad", &data->Grad));
249   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
250   CeedCallBackend(CeedFree(&basis_kernel_path));
251   CeedCallBackend(CeedFree(&basis_kernel_source));
252 
253   CeedCallBackend(CeedBasisSetData(basis, data));
254 
255   // Register backend functions
256   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApply_Hip));
257   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroy_Hip));
258   return CEED_ERROR_SUCCESS;
259 }
260 
261 //------------------------------------------------------------------------------
262 // Create non-tensor H^1
263 //------------------------------------------------------------------------------
264 int CeedBasisCreateH1_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *grad,
265                           const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
266   Ceed                    ceed;
267   char                   *basis_kernel_source;
268   const char             *basis_kernel_path;
269   CeedInt                 num_comp, q_comp_interp, q_comp_grad;
270   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
271   CeedBasisNonTensor_Hip *data;
272 
273   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
274   CeedCallBackend(CeedCalloc(1, &data));
275 
276   // Copy basis data to GPU
277   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
278   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
279   if (q_weight) {
280     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
281     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
282   }
283   if (interp) {
284     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
285 
286     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
287     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
288   }
289   if (grad) {
290     const CeedInt grad_bytes = q_bytes * num_nodes * q_comp_grad;
291 
292     CeedCallHip(ceed, hipMalloc((void **)&data->d_grad, grad_bytes));
293     CeedCallHip(ceed, hipMemcpy(data->d_grad, grad, grad_bytes, hipMemcpyHostToDevice));
294   }
295 
296   // Compile basis kernels
297   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
298   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
299   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
300   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
301   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
302   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
303                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_grad, "BASIS_NUM_COMP", num_comp));
304   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
305   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
306   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
307   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
308   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
309   CeedCallBackend(CeedFree(&basis_kernel_path));
310   CeedCallBackend(CeedFree(&basis_kernel_source));
311 
312   CeedCallBackend(CeedBasisSetData(basis, data));
313 
314   // Register backend functions
315   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
316   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
317   return CEED_ERROR_SUCCESS;
318 }
319 
320 //------------------------------------------------------------------------------
321 // Create non-tensor H(div)
322 //------------------------------------------------------------------------------
323 int CeedBasisCreateHdiv_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *div,
324                             const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
325   Ceed                    ceed;
326   char                   *basis_kernel_source;
327   const char             *basis_kernel_path;
328   CeedInt                 num_comp, q_comp_interp, q_comp_div;
329   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
330   CeedBasisNonTensor_Hip *data;
331 
332   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
333   CeedCallBackend(CeedCalloc(1, &data));
334 
335   // Copy basis data to GPU
336   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
337   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
338   if (q_weight) {
339     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
340     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
341   }
342   if (interp) {
343     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
344 
345     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
346     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
347   }
348   if (div) {
349     const CeedInt div_bytes = q_bytes * num_nodes * q_comp_div;
350 
351     CeedCallHip(ceed, hipMalloc((void **)&data->d_div, div_bytes));
352     CeedCallHip(ceed, hipMemcpy(data->d_div, div, div_bytes, hipMemcpyHostToDevice));
353   }
354 
355   // Compile basis kernels
356   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
357   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
358   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
359   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
360   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
361   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
362                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_div, "BASIS_NUM_COMP", num_comp));
363   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
364   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
365   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
366   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
367   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
368   CeedCallBackend(CeedFree(&basis_kernel_path));
369   CeedCallBackend(CeedFree(&basis_kernel_source));
370 
371   CeedCallBackend(CeedBasisSetData(basis, data));
372 
373   // Register backend functions
374   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
375   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
376   return CEED_ERROR_SUCCESS;
377 }
378 
379 //------------------------------------------------------------------------------
380 // Create non-tensor H(curl)
381 //------------------------------------------------------------------------------
382 int CeedBasisCreateHcurl_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp,
383                              const CeedScalar *curl, const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
384   Ceed                    ceed;
385   char                   *basis_kernel_source;
386   const char             *basis_kernel_path;
387   CeedInt                 num_comp, q_comp_interp, q_comp_curl;
388   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
389   CeedBasisNonTensor_Hip *data;
390 
391   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
392   CeedCallBackend(CeedCalloc(1, &data));
393 
394   // Copy basis data to GPU
395   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
396   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
397   if (q_weight) {
398     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
399     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
400   }
401   if (interp) {
402     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
403 
404     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
405     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
406   }
407   if (curl) {
408     const CeedInt curl_bytes = q_bytes * num_nodes * q_comp_curl;
409 
410     CeedCallHip(ceed, hipMalloc((void **)&data->d_curl, curl_bytes));
411     CeedCallHip(ceed, hipMemcpy(data->d_curl, curl, curl_bytes, hipMemcpyHostToDevice));
412   }
413 
414   // Compile basis kernels
415   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
416   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
417   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
418   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
419   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
420   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
421                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_curl, "BASIS_NUM_COMP", num_comp));
422   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
423   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
424   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
425   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
426   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
427   CeedCallBackend(CeedFree(&basis_kernel_path));
428   CeedCallBackend(CeedFree(&basis_kernel_source));
429 
430   CeedCallBackend(CeedBasisSetData(basis, data));
431 
432   // Register backend functions
433   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
434   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
435   return CEED_ERROR_SUCCESS;
436 }
437 
438 //------------------------------------------------------------------------------
439