xref: /libCEED/rust/libceed-sys/c-src/backends/hip-ref/ceed-hip-ref-basis.c (revision 9e511c80210b4447ceabc14bc1a44d55934e0fbf)
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 <string.h>
12 #include <hip/hip_runtime.h>
13 
14 #include "../hip/ceed-hip-common.h"
15 #include "../hip/ceed-hip-compile.h"
16 #include "ceed-hip-ref.h"
17 
18 //------------------------------------------------------------------------------
19 // Basis apply - tensor
20 //------------------------------------------------------------------------------
21 static int CeedBasisApplyCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode,
22                                   CeedVector u, CeedVector v) {
23   Ceed              ceed;
24   CeedInt           Q_1d, dim;
25   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
26   const int         max_block_size = 64;
27   const CeedScalar *d_u;
28   CeedScalar       *d_v;
29   CeedBasis_Hip    *data;
30 
31   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
32   CeedCallBackend(CeedBasisGetData(basis, &data));
33 
34   // Get read/write access to u, v
35   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
36   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
37   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
38   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
39 
40   // Clear v for transpose operation
41   if (is_transpose && !apply_add) {
42     CeedSize length;
43 
44     CeedCallBackend(CeedVectorGetLength(v, &length));
45     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
46   }
47   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
48   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
49 
50   // Basis action
51   switch (eval_mode) {
52     case CEED_EVAL_INTERP: {
53       void         *interp_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &d_u, &d_v};
54       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
55 
56       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Interp, num_elem, block_size, interp_args));
57     } break;
58     case CEED_EVAL_GRAD: {
59       void         *grad_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &data->d_grad_1d, &d_u, &d_v};
60       const CeedInt block_size  = max_block_size;
61 
62       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Grad, num_elem, block_size, grad_args));
63     } break;
64     case CEED_EVAL_WEIGHT: {
65       CeedCheck(data->d_q_weight_1d, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights_1d not set", CeedEvalModes[eval_mode]);
66       void     *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight_1d, &d_v};
67       const int block_size_x  = Q_1d;
68       const int block_size_y  = dim >= 2 ? Q_1d : 1;
69 
70       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, num_elem, block_size_x, block_size_y, 1, weight_args));
71     } break;
72     case CEED_EVAL_NONE: /* handled separately below */
73       break;
74     // LCOV_EXCL_START
75     case CEED_EVAL_DIV:
76     case CEED_EVAL_CURL:
77       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
78       // LCOV_EXCL_STOP
79   }
80 
81   // Restore vectors, cover CEED_EVAL_NONE
82   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
83   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
84   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
85   return CEED_ERROR_SUCCESS;
86 }
87 
88 static int CeedBasisApply_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u, CeedVector v) {
89   CeedCallBackend(CeedBasisApplyCore_Hip(basis, false, num_elem, t_mode, eval_mode, u, v));
90   return CEED_ERROR_SUCCESS;
91 }
92 
93 static int CeedBasisApplyAdd_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
94                                  CeedVector v) {
95   CeedCallBackend(CeedBasisApplyCore_Hip(basis, true, num_elem, t_mode, eval_mode, u, v));
96   return CEED_ERROR_SUCCESS;
97 }
98 
99 //------------------------------------------------------------------------------
100 // Basis apply - tensor AtPoints
101 //------------------------------------------------------------------------------
102 static int CeedBasisApplyAtPointsCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, const CeedInt *num_points,
103                                           CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
104   Ceed              ceed;
105   CeedInt           Q_1d, dim, max_num_points = num_points[0];
106   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
107   const int         max_block_size = 32;
108   const CeedScalar *d_x, *d_u;
109   CeedScalar       *d_v;
110   CeedBasis_Hip    *data;
111 
112   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
113   CeedCallBackend(CeedBasisGetData(basis, &data));
114   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
115   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
116 
117   // Weight handled separately
118   if (eval_mode == CEED_EVAL_WEIGHT) {
119     CeedCallBackend(CeedVectorSetValue(v, 1.0));
120     return CEED_ERROR_SUCCESS;
121   }
122 
123   // Check padded to uniform number of points per elem
124   for (CeedInt i = 1; i < num_elem; i++) max_num_points = CeedIntMax(max_num_points, num_points[i]);
125   {
126     CeedInt  num_comp, q_comp;
127     CeedSize len, len_required;
128 
129     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
130     CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, eval_mode, &q_comp));
131     CeedCallBackend(CeedVectorGetLength(is_transpose ? u : v, &len));
132     len_required = (CeedSize)num_comp * (CeedSize)q_comp * (CeedSize)num_elem * (CeedSize)max_num_points;
133     CeedCheck(len >= len_required, ceed, CEED_ERROR_BACKEND,
134               "Vector at points must be padded to the same number of points in each element for BasisApplyAtPoints on GPU backends."
135               " Found %" CeedSize_FMT ", Required %" CeedSize_FMT,
136               len, len_required);
137   }
138 
139   // Move num_points array to device
140   if (is_transpose) {
141     const CeedInt num_bytes = num_elem * sizeof(CeedInt);
142 
143     if (num_elem != data->num_elem_at_points) {
144       data->num_elem_at_points = num_elem;
145 
146       if (data->d_points_per_elem) CeedCallHip(ceed, hipFree(data->d_points_per_elem));
147       CeedCallHip(ceed, hipMalloc((void **)&data->d_points_per_elem, num_bytes));
148       CeedCallBackend(CeedFree(&data->h_points_per_elem));
149       CeedCallBackend(CeedCalloc(num_elem, &data->h_points_per_elem));
150     }
151     if (memcmp(data->h_points_per_elem, num_points, num_bytes)) {
152       memcpy(data->h_points_per_elem, num_points, num_bytes);
153       CeedCallHip(ceed, hipMemcpy(data->d_points_per_elem, num_points, num_bytes, hipMemcpyHostToDevice));
154     }
155   }
156 
157   // Build kernels if needed
158   if (data->num_points != max_num_points) {
159     CeedInt P_1d;
160 
161     CeedCallBackend(CeedBasisGetNumNodes1D(basis, &P_1d));
162     data->num_points = max_num_points;
163 
164     // -- Create interp matrix to Chebyshev coefficients
165     if (!data->d_chebyshev_interp_1d) {
166       CeedSize    interp_bytes;
167       CeedScalar *chebyshev_interp_1d;
168 
169       interp_bytes = P_1d * Q_1d * sizeof(CeedScalar);
170       CeedCallBackend(CeedCalloc(P_1d * Q_1d, &chebyshev_interp_1d));
171       CeedCallBackend(CeedBasisGetChebyshevInterp1D(basis, chebyshev_interp_1d));
172       CeedCallHip(ceed, hipMalloc((void **)&data->d_chebyshev_interp_1d, interp_bytes));
173       CeedCallHip(ceed, hipMemcpy(data->d_chebyshev_interp_1d, chebyshev_interp_1d, interp_bytes, hipMemcpyHostToDevice));
174       CeedCallBackend(CeedFree(&chebyshev_interp_1d));
175     }
176 
177     // -- Compile kernels
178     char       *basis_kernel_source;
179     const char *basis_kernel_path;
180     CeedInt     num_comp;
181 
182     if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
183     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
184     CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor-at-points.h", &basis_kernel_path));
185     CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
186     CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
187     CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
188     CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->moduleAtPoints, 9, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
189                                     Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
190                                     "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim), "BASIS_NUM_PTS",
191                                     max_num_points, "POINTS_BUFF_LEN", CeedIntPow(Q_1d, dim - 1)));
192     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "InterpAtPoints", &data->InterpAtPoints));
193     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "GradAtPoints", &data->GradAtPoints));
194     CeedCallBackend(CeedFree(&basis_kernel_path));
195     CeedCallBackend(CeedFree(&basis_kernel_source));
196   }
197 
198   // Get read/write access to u, v
199   CeedCallBackend(CeedVectorGetArrayRead(x_ref, CEED_MEM_DEVICE, &d_x));
200   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
201   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
202   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
203   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
204 
205   // Clear v for transpose operation
206   if (is_transpose && !apply_add) {
207     CeedSize length;
208 
209     CeedCallBackend(CeedVectorGetLength(v, &length));
210     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
211   }
212 
213   // Basis action
214   switch (eval_mode) {
215     case CEED_EVAL_INTERP: {
216       void *interp_args[]      = {(void *)&num_elem, (void *)&is_transpose, &data->d_chebyshev_interp_1d, &data->d_points_per_elem, &d_x, &d_u, &d_v};
217       const CeedInt block_size = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
218 
219       CeedCallBackend(CeedRunKernel_Hip(ceed, data->InterpAtPoints, num_elem, block_size, interp_args));
220     } break;
221     case CEED_EVAL_GRAD: {
222       void *grad_args[]        = {(void *)&num_elem, (void *)&is_transpose, &data->d_chebyshev_interp_1d, &data->d_points_per_elem, &d_x, &d_u, &d_v};
223       const CeedInt block_size = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
224 
225       CeedCallBackend(CeedRunKernel_Hip(ceed, data->GradAtPoints, num_elem, block_size, grad_args));
226     } break;
227     case CEED_EVAL_WEIGHT:
228     case CEED_EVAL_NONE: /* handled separately below */
229       break;
230     // LCOV_EXCL_START
231     case CEED_EVAL_DIV:
232     case CEED_EVAL_CURL:
233       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
234       // LCOV_EXCL_STOP
235   }
236 
237   // Restore vectors, cover CEED_EVAL_NONE
238   CeedCallBackend(CeedVectorRestoreArrayRead(x_ref, &d_x));
239   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
240   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
241   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
242   return CEED_ERROR_SUCCESS;
243 }
244 
245 static int CeedBasisApplyAtPoints_Hip(CeedBasis basis, const CeedInt num_elem, const CeedInt *num_points, CeedTransposeMode t_mode,
246                                       CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
247   CeedCallBackend(CeedBasisApplyAtPointsCore_Hip(basis, false, num_elem, num_points, t_mode, eval_mode, x_ref, u, v));
248   return CEED_ERROR_SUCCESS;
249 }
250 
251 static int CeedBasisApplyAddAtPoints_Hip(CeedBasis basis, const CeedInt num_elem, const CeedInt *num_points, CeedTransposeMode t_mode,
252                                          CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
253   CeedCallBackend(CeedBasisApplyAtPointsCore_Hip(basis, true, num_elem, num_points, t_mode, eval_mode, x_ref, u, v));
254   return CEED_ERROR_SUCCESS;
255 }
256 
257 //------------------------------------------------------------------------------
258 // Basis apply - non-tensor
259 //------------------------------------------------------------------------------
260 static int CeedBasisApplyNonTensorCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode,
261                                            CeedVector u, CeedVector v) {
262   Ceed                    ceed;
263   CeedInt                 num_nodes, num_qpts;
264   const CeedInt           is_transpose    = t_mode == CEED_TRANSPOSE;
265   const int               elems_per_block = 1;
266   const int               grid            = CeedDivUpInt(num_elem, elems_per_block);
267   const CeedScalar       *d_u;
268   CeedScalar             *d_v;
269   CeedBasisNonTensor_Hip *data;
270 
271   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
272   CeedCallBackend(CeedBasisGetData(basis, &data));
273   CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis, &num_qpts));
274   CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
275 
276   // Get read/write access to u, v
277   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
278   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
279   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
280   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
281 
282   // Clear v for transpose operation
283   if (is_transpose && !apply_add) {
284     CeedSize length;
285 
286     CeedCallBackend(CeedVectorGetLength(v, &length));
287     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
288   }
289 
290   // Apply basis operation
291   switch (eval_mode) {
292     case CEED_EVAL_INTERP: {
293       void     *interp_args[] = {(void *)&num_elem, &data->d_interp, &d_u, &d_v};
294       const int block_size_x  = is_transpose ? num_nodes : num_qpts;
295 
296       if (is_transpose) {
297         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->InterpTranspose, grid, block_size_x, 1, elems_per_block, interp_args));
298       } else {
299         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Interp, grid, block_size_x, 1, elems_per_block, interp_args));
300       }
301     } break;
302     case CEED_EVAL_GRAD: {
303       void     *grad_args[]  = {(void *)&num_elem, &data->d_grad, &d_u, &d_v};
304       const int block_size_x = is_transpose ? num_nodes : num_qpts;
305 
306       if (is_transpose) {
307         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, grad_args));
308       } else {
309         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, grad_args));
310       }
311     } break;
312     case CEED_EVAL_DIV: {
313       void     *div_args[]   = {(void *)&num_elem, &data->d_div, &d_u, &d_v};
314       const int block_size_x = is_transpose ? num_nodes : num_qpts;
315 
316       if (is_transpose) {
317         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, div_args));
318       } else {
319         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, div_args));
320       }
321     } break;
322     case CEED_EVAL_CURL: {
323       void     *curl_args[]  = {(void *)&num_elem, &data->d_curl, &d_u, &d_v};
324       const int block_size_x = is_transpose ? num_nodes : num_qpts;
325 
326       if (is_transpose) {
327         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, curl_args));
328       } else {
329         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, curl_args));
330       }
331     } break;
332     case CEED_EVAL_WEIGHT: {
333       CeedCheck(data->d_q_weight, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights not set", CeedEvalModes[eval_mode]);
334       void *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight, &d_v};
335 
336       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, grid, num_qpts, 1, elems_per_block, weight_args));
337     } break;
338     case CEED_EVAL_NONE: /* handled separately below */
339       break;
340   }
341 
342   // Restore vectors, cover CEED_EVAL_NONE
343   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
344   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
345   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
346   return CEED_ERROR_SUCCESS;
347 }
348 
349 static int CeedBasisApplyNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
350                                        CeedVector v) {
351   CeedCallBackend(CeedBasisApplyNonTensorCore_Hip(basis, false, num_elem, t_mode, eval_mode, u, v));
352   return CEED_ERROR_SUCCESS;
353 }
354 
355 static int CeedBasisApplyAddNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
356                                           CeedVector v) {
357   CeedCallBackend(CeedBasisApplyNonTensorCore_Hip(basis, true, num_elem, t_mode, eval_mode, u, v));
358   return CEED_ERROR_SUCCESS;
359 }
360 
361 //------------------------------------------------------------------------------
362 // Destroy tensor basis
363 //------------------------------------------------------------------------------
364 static int CeedBasisDestroy_Hip(CeedBasis basis) {
365   Ceed           ceed;
366   CeedBasis_Hip *data;
367 
368   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
369   CeedCallBackend(CeedBasisGetData(basis, &data));
370   CeedCallHip(ceed, hipModuleUnload(data->module));
371   if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
372   if (data->d_q_weight_1d) CeedCallHip(ceed, hipFree(data->d_q_weight_1d));
373   CeedCallBackend(CeedFree(&data->h_points_per_elem));
374   if (data->d_points_per_elem) CeedCallHip(ceed, hipFree(data->d_points_per_elem));
375   CeedCallHip(ceed, hipFree(data->d_interp_1d));
376   CeedCallHip(ceed, hipFree(data->d_grad_1d));
377   CeedCallHip(ceed, hipFree(data->d_chebyshev_interp_1d));
378   CeedCallBackend(CeedFree(&data));
379   return CEED_ERROR_SUCCESS;
380 }
381 
382 //------------------------------------------------------------------------------
383 // Destroy non-tensor basis
384 //------------------------------------------------------------------------------
385 static int CeedBasisDestroyNonTensor_Hip(CeedBasis basis) {
386   Ceed                    ceed;
387   CeedBasisNonTensor_Hip *data;
388 
389   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
390   CeedCallBackend(CeedBasisGetData(basis, &data));
391   CeedCallHip(ceed, hipModuleUnload(data->module));
392   if (data->d_q_weight) CeedCallHip(ceed, hipFree(data->d_q_weight));
393   CeedCallHip(ceed, hipFree(data->d_interp));
394   CeedCallHip(ceed, hipFree(data->d_grad));
395   CeedCallHip(ceed, hipFree(data->d_div));
396   CeedCallHip(ceed, hipFree(data->d_curl));
397   CeedCallBackend(CeedFree(&data));
398   return CEED_ERROR_SUCCESS;
399 }
400 
401 //------------------------------------------------------------------------------
402 // Create tensor
403 //------------------------------------------------------------------------------
404 int CeedBasisCreateTensorH1_Hip(CeedInt dim, CeedInt P_1d, CeedInt Q_1d, const CeedScalar *interp_1d, const CeedScalar *grad_1d,
405                                 const CeedScalar *q_ref_1d, const CeedScalar *q_weight_1d, CeedBasis basis) {
406   Ceed           ceed;
407   char          *basis_kernel_source;
408   const char    *basis_kernel_path;
409   CeedInt        num_comp;
410   const CeedInt  q_bytes      = Q_1d * sizeof(CeedScalar);
411   const CeedInt  interp_bytes = q_bytes * P_1d;
412   CeedBasis_Hip *data;
413 
414   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
415   CeedCallBackend(CeedCalloc(1, &data));
416 
417   // Copy data to GPU
418   if (q_weight_1d) {
419     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight_1d, q_bytes));
420     CeedCallHip(ceed, hipMemcpy(data->d_q_weight_1d, q_weight_1d, q_bytes, hipMemcpyHostToDevice));
421   }
422   CeedCallHip(ceed, hipMalloc((void **)&data->d_interp_1d, interp_bytes));
423   CeedCallHip(ceed, hipMemcpy(data->d_interp_1d, interp_1d, interp_bytes, hipMemcpyHostToDevice));
424   CeedCallHip(ceed, hipMalloc((void **)&data->d_grad_1d, interp_bytes));
425   CeedCallHip(ceed, hipMemcpy(data->d_grad_1d, grad_1d, interp_bytes, hipMemcpyHostToDevice));
426 
427   // Compile basis kernels
428   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
429   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor.h", &basis_kernel_path));
430   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
431   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
432   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
433   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 7, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
434                                   Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
435                                   "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim)));
436   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
437   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Grad", &data->Grad));
438   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
439   CeedCallBackend(CeedFree(&basis_kernel_path));
440   CeedCallBackend(CeedFree(&basis_kernel_source));
441 
442   CeedCallBackend(CeedBasisSetData(basis, data));
443 
444   // Register backend functions
445   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApply_Hip));
446   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAdd_Hip));
447   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAtPoints", CeedBasisApplyAtPoints_Hip));
448   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAddAtPoints", CeedBasisApplyAddAtPoints_Hip));
449   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroy_Hip));
450   return CEED_ERROR_SUCCESS;
451 }
452 
453 //------------------------------------------------------------------------------
454 // Create non-tensor H^1
455 //------------------------------------------------------------------------------
456 int CeedBasisCreateH1_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *grad,
457                           const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
458   Ceed                    ceed;
459   char                   *basis_kernel_source;
460   const char             *basis_kernel_path;
461   CeedInt                 num_comp, q_comp_interp, q_comp_grad;
462   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
463   CeedBasisNonTensor_Hip *data;
464 
465   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
466   CeedCallBackend(CeedCalloc(1, &data));
467 
468   // Copy basis data to GPU
469   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
470   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
471   if (q_weight) {
472     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
473     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
474   }
475   if (interp) {
476     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
477 
478     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
479     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
480   }
481   if (grad) {
482     const CeedInt grad_bytes = q_bytes * num_nodes * q_comp_grad;
483 
484     CeedCallHip(ceed, hipMalloc((void **)&data->d_grad, grad_bytes));
485     CeedCallHip(ceed, hipMemcpy(data->d_grad, grad, grad_bytes, hipMemcpyHostToDevice));
486   }
487 
488   // Compile basis kernels
489   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
490   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
491   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
492   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
493   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
494   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
495                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_grad, "BASIS_NUM_COMP", num_comp));
496   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
497   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
498   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
499   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
500   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
501   CeedCallBackend(CeedFree(&basis_kernel_path));
502   CeedCallBackend(CeedFree(&basis_kernel_source));
503 
504   CeedCallBackend(CeedBasisSetData(basis, data));
505 
506   // Register backend functions
507   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
508   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
509   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
510   return CEED_ERROR_SUCCESS;
511 }
512 
513 //------------------------------------------------------------------------------
514 // Create non-tensor H(div)
515 //------------------------------------------------------------------------------
516 int CeedBasisCreateHdiv_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *div,
517                             const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
518   Ceed                    ceed;
519   char                   *basis_kernel_source;
520   const char             *basis_kernel_path;
521   CeedInt                 num_comp, q_comp_interp, q_comp_div;
522   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
523   CeedBasisNonTensor_Hip *data;
524 
525   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
526   CeedCallBackend(CeedCalloc(1, &data));
527 
528   // Copy basis data to GPU
529   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
530   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
531   if (q_weight) {
532     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
533     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
534   }
535   if (interp) {
536     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
537 
538     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
539     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
540   }
541   if (div) {
542     const CeedInt div_bytes = q_bytes * num_nodes * q_comp_div;
543 
544     CeedCallHip(ceed, hipMalloc((void **)&data->d_div, div_bytes));
545     CeedCallHip(ceed, hipMemcpy(data->d_div, div, div_bytes, hipMemcpyHostToDevice));
546   }
547 
548   // Compile basis kernels
549   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
550   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
551   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
552   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
553   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
554   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
555                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_div, "BASIS_NUM_COMP", num_comp));
556   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
557   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
558   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
559   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
560   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
561   CeedCallBackend(CeedFree(&basis_kernel_path));
562   CeedCallBackend(CeedFree(&basis_kernel_source));
563 
564   CeedCallBackend(CeedBasisSetData(basis, data));
565 
566   // Register backend functions
567   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
568   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
569   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
570   return CEED_ERROR_SUCCESS;
571 }
572 
573 //------------------------------------------------------------------------------
574 // Create non-tensor H(curl)
575 //------------------------------------------------------------------------------
576 int CeedBasisCreateHcurl_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp,
577                              const CeedScalar *curl, const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
578   Ceed                    ceed;
579   char                   *basis_kernel_source;
580   const char             *basis_kernel_path;
581   CeedInt                 num_comp, q_comp_interp, q_comp_curl;
582   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
583   CeedBasisNonTensor_Hip *data;
584 
585   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
586   CeedCallBackend(CeedCalloc(1, &data));
587 
588   // Copy basis data to GPU
589   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
590   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
591   if (q_weight) {
592     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
593     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
594   }
595   if (interp) {
596     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
597 
598     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
599     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
600   }
601   if (curl) {
602     const CeedInt curl_bytes = q_bytes * num_nodes * q_comp_curl;
603 
604     CeedCallHip(ceed, hipMalloc((void **)&data->d_curl, curl_bytes));
605     CeedCallHip(ceed, hipMemcpy(data->d_curl, curl, curl_bytes, hipMemcpyHostToDevice));
606   }
607 
608   // Compile basis kernels
609   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
610   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
611   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
612   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
613   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
614   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
615                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_curl, "BASIS_NUM_COMP", num_comp));
616   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
617   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
618   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
619   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
620   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
621   CeedCallBackend(CeedFree(&basis_kernel_path));
622   CeedCallBackend(CeedFree(&basis_kernel_source));
623 
624   CeedCallBackend(CeedBasisSetData(basis, data));
625 
626   // Register backend functions
627   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
628   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
629   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
630   return CEED_ERROR_SUCCESS;
631 }
632 
633 //------------------------------------------------------------------------------
634