xref: /libCEED/backends/hip-ref/ceed-hip-ref-basis.c (revision df8a6b43ba5a7cbac05ea11e2e90d2aae1c4380f)
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 static int CeedBasisApplyCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode,
21                                   CeedVector u, CeedVector v) {
22   Ceed              ceed;
23   CeedInt           Q_1d, dim;
24   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
25   const int         max_block_size = 64;
26   const CeedScalar *d_u;
27   CeedScalar       *d_v;
28   CeedBasis_Hip    *data;
29 
30   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
31   CeedCallBackend(CeedBasisGetData(basis, &data));
32 
33   // Get read/write access to u, v
34   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
35   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
36   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
37   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
38 
39   // Clear v for transpose operation
40   if (is_transpose && !apply_add) {
41     CeedSize length;
42 
43     CeedCallBackend(CeedVectorGetLength(v, &length));
44     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
45   }
46   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
47   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
48 
49   // Basis action
50   switch (eval_mode) {
51     case CEED_EVAL_INTERP: {
52       void         *interp_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &d_u, &d_v};
53       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
54 
55       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Interp, num_elem, block_size, interp_args));
56     } break;
57     case CEED_EVAL_GRAD: {
58       void         *grad_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_interp_1d, &data->d_grad_1d, &d_u, &d_v};
59       const CeedInt block_size  = max_block_size;
60 
61       CeedCallBackend(CeedRunKernel_Hip(ceed, data->Grad, num_elem, block_size, grad_args));
62     } break;
63     case CEED_EVAL_WEIGHT: {
64       CeedCheck(data->d_q_weight_1d, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights_1d not set", CeedEvalModes[eval_mode]);
65       void     *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight_1d, &d_v};
66       const int block_size_x  = Q_1d;
67       const int block_size_y  = dim >= 2 ? Q_1d : 1;
68 
69       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, num_elem, block_size_x, block_size_y, 1, weight_args));
70     } break;
71     case CEED_EVAL_NONE: /* handled separately below */
72       break;
73     // LCOV_EXCL_START
74     case CEED_EVAL_DIV:
75     case CEED_EVAL_CURL:
76       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
77       // LCOV_EXCL_STOP
78   }
79 
80   // Restore vectors, cover CEED_EVAL_NONE
81   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
82   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
83   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
84   return CEED_ERROR_SUCCESS;
85 }
86 
87 static int CeedBasisApply_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u, CeedVector v) {
88   CeedCallBackend(CeedBasisApplyCore_Hip(basis, false, num_elem, t_mode, eval_mode, u, v));
89   return CEED_ERROR_SUCCESS;
90 }
91 
92 static int CeedBasisApplyAdd_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
93                                  CeedVector v) {
94   CeedCallBackend(CeedBasisApplyCore_Hip(basis, true, num_elem, t_mode, eval_mode, u, v));
95   return CEED_ERROR_SUCCESS;
96 }
97 
98 //------------------------------------------------------------------------------
99 // Basis apply - tensor AtPoints
100 //------------------------------------------------------------------------------
101 static int CeedBasisApplyAtPointsCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, const CeedInt *num_points,
102                                           CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
103   Ceed              ceed;
104   CeedInt           Q_1d, dim, max_num_points = num_points[0];
105   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
106   const int         max_block_size = 32;
107   const CeedScalar *d_x, *d_u;
108   CeedScalar       *d_v;
109   CeedBasis_Hip    *data;
110 
111   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
112   CeedCallBackend(CeedBasisGetData(basis, &data));
113   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
114   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
115 
116   // Check uniform number of points per elem
117   for (CeedInt i = 1; i < num_elem; i++) {
118     CeedCheck(max_num_points == num_points[i], ceed, CEED_ERROR_BACKEND,
119               "BasisApplyAtPoints only supported for the same number of points in each element");
120   }
121 
122   // Weight handled separately
123   if (eval_mode == CEED_EVAL_WEIGHT) {
124     CeedCallBackend(CeedVectorSetValue(v, 1.0));
125     return CEED_ERROR_SUCCESS;
126   }
127 
128   // Build kernels if needed
129   if (data->num_points != max_num_points) {
130     CeedInt P_1d;
131 
132     CeedCallBackend(CeedBasisGetNumNodes1D(basis, &P_1d));
133     data->num_points = max_num_points;
134 
135     // -- Create interp matrix to Chebyshev coefficients
136     if (!data->d_chebyshev_interp_1d) {
137       CeedSize    interp_bytes;
138       CeedScalar *chebyshev_interp_1d;
139 
140       interp_bytes = P_1d * Q_1d * sizeof(CeedScalar);
141       CeedCallBackend(CeedCalloc(P_1d * Q_1d, &chebyshev_interp_1d));
142       CeedCallBackend(CeedBasisGetChebyshevInterp1D(basis, chebyshev_interp_1d));
143       CeedCallHip(ceed, hipMalloc((void **)&data->d_chebyshev_interp_1d, interp_bytes));
144       CeedCallHip(ceed, hipMemcpy(data->d_chebyshev_interp_1d, chebyshev_interp_1d, interp_bytes, hipMemcpyHostToDevice));
145       CeedCallBackend(CeedFree(&chebyshev_interp_1d));
146     }
147 
148     // -- Compile kernels
149     char       *basis_kernel_source;
150     const char *basis_kernel_path;
151     CeedInt     num_comp;
152 
153     if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
154     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
155     CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor-at-points.h", &basis_kernel_path));
156     CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
157     CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
158     CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
159     CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->moduleAtPoints, 9, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
160                                     Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
161                                     "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim), "BASIS_NUM_PTS",
162                                     max_num_points, "POINTS_BUFF_LEN", CeedIntPow(Q_1d, dim - 1)));
163     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "InterpAtPoints", &data->InterpAtPoints));
164     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "GradAtPoints", &data->GradAtPoints));
165     CeedCallBackend(CeedFree(&basis_kernel_path));
166     CeedCallBackend(CeedFree(&basis_kernel_source));
167   }
168 
169   // Get read/write access to u, v
170   CeedCallBackend(CeedVectorGetArrayRead(x_ref, CEED_MEM_DEVICE, &d_x));
171   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
172   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
173   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
174   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
175 
176   // Clear v for transpose operation
177   if (is_transpose && !apply_add) {
178     CeedSize length;
179 
180     CeedCallBackend(CeedVectorGetLength(v, &length));
181     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
182   }
183 
184   // Basis action
185   switch (eval_mode) {
186     case CEED_EVAL_INTERP: {
187       void         *interp_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_chebyshev_interp_1d, &d_x, &d_u, &d_v};
188       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
189 
190       CeedCallBackend(CeedRunKernel_Hip(ceed, data->InterpAtPoints, num_elem, block_size, interp_args));
191     } break;
192     case CEED_EVAL_GRAD: {
193       void         *grad_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_chebyshev_interp_1d, &d_x, &d_u, &d_v};
194       const CeedInt block_size  = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
195 
196       CeedCallBackend(CeedRunKernel_Hip(ceed, data->GradAtPoints, num_elem, block_size, grad_args));
197     } break;
198     case CEED_EVAL_WEIGHT:
199     case CEED_EVAL_NONE: /* handled separately below */
200       break;
201     // LCOV_EXCL_START
202     case CEED_EVAL_DIV:
203     case CEED_EVAL_CURL:
204       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
205       // LCOV_EXCL_STOP
206   }
207 
208   // Restore vectors, cover CEED_EVAL_NONE
209   CeedCallBackend(CeedVectorRestoreArrayRead(x_ref, &d_x));
210   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
211   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
212   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
213   return CEED_ERROR_SUCCESS;
214 }
215 
216 static int CeedBasisApplyAtPoints_Hip(CeedBasis basis, const CeedInt num_elem, const CeedInt *num_points, CeedTransposeMode t_mode,
217                                       CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
218   CeedCallBackend(CeedBasisApplyAtPointsCore_Hip(basis, false, num_elem, num_points, t_mode, eval_mode, x_ref, u, v));
219   return CEED_ERROR_SUCCESS;
220 }
221 
222 static int CeedBasisApplyAddAtPoints_Hip(CeedBasis basis, const CeedInt num_elem, const CeedInt *num_points, CeedTransposeMode t_mode,
223                                          CeedEvalMode eval_mode, CeedVector x_ref, CeedVector u, CeedVector v) {
224   CeedCallBackend(CeedBasisApplyAtPointsCore_Hip(basis, true, num_elem, num_points, t_mode, eval_mode, x_ref, u, v));
225   return CEED_ERROR_SUCCESS;
226 }
227 
228 //------------------------------------------------------------------------------
229 // Basis apply - non-tensor
230 //------------------------------------------------------------------------------
231 static int CeedBasisApplyNonTensorCore_Hip(CeedBasis basis, bool apply_add, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode,
232                                            CeedVector u, CeedVector v) {
233   Ceed                    ceed;
234   CeedInt                 num_nodes, num_qpts;
235   const CeedInt           is_transpose    = t_mode == CEED_TRANSPOSE;
236   const int               elems_per_block = 1;
237   const int               grid            = CeedDivUpInt(num_elem, elems_per_block);
238   const CeedScalar       *d_u;
239   CeedScalar             *d_v;
240   CeedBasisNonTensor_Hip *data;
241 
242   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
243   CeedCallBackend(CeedBasisGetData(basis, &data));
244   CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis, &num_qpts));
245   CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
246 
247   // Get read/write access to u, v
248   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
249   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
250   if (apply_add) CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v));
251   else CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
252 
253   // Clear v for transpose operation
254   if (is_transpose && !apply_add) {
255     CeedSize length;
256 
257     CeedCallBackend(CeedVectorGetLength(v, &length));
258     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
259   }
260 
261   // Apply basis operation
262   switch (eval_mode) {
263     case CEED_EVAL_INTERP: {
264       void     *interp_args[] = {(void *)&num_elem, &data->d_interp, &d_u, &d_v};
265       const int block_size_x  = is_transpose ? num_nodes : num_qpts;
266 
267       if (is_transpose) {
268         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->InterpTranspose, grid, block_size_x, 1, elems_per_block, interp_args));
269       } else {
270         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Interp, grid, block_size_x, 1, elems_per_block, interp_args));
271       }
272     } break;
273     case CEED_EVAL_GRAD: {
274       void     *grad_args[]  = {(void *)&num_elem, &data->d_grad, &d_u, &d_v};
275       const int block_size_x = is_transpose ? num_nodes : num_qpts;
276 
277       if (is_transpose) {
278         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, grad_args));
279       } else {
280         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, grad_args));
281       }
282     } break;
283     case CEED_EVAL_DIV: {
284       void     *div_args[]   = {(void *)&num_elem, &data->d_div, &d_u, &d_v};
285       const int block_size_x = is_transpose ? num_nodes : num_qpts;
286 
287       if (is_transpose) {
288         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, div_args));
289       } else {
290         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, div_args));
291       }
292     } break;
293     case CEED_EVAL_CURL: {
294       void     *curl_args[]  = {(void *)&num_elem, &data->d_curl, &d_u, &d_v};
295       const int block_size_x = is_transpose ? num_nodes : num_qpts;
296 
297       if (is_transpose) {
298         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, curl_args));
299       } else {
300         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, curl_args));
301       }
302     } break;
303     case CEED_EVAL_WEIGHT: {
304       CeedCheck(data->d_q_weight, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights not set", CeedEvalModes[eval_mode]);
305       void *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight, &d_v};
306 
307       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, grid, num_qpts, 1, elems_per_block, weight_args));
308     } break;
309     case CEED_EVAL_NONE: /* handled separately below */
310       break;
311   }
312 
313   // Restore vectors, cover CEED_EVAL_NONE
314   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
315   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
316   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
317   return CEED_ERROR_SUCCESS;
318 }
319 
320 static int CeedBasisApplyNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
321                                        CeedVector v) {
322   CeedCallBackend(CeedBasisApplyNonTensorCore_Hip(basis, false, num_elem, t_mode, eval_mode, u, v));
323   return CEED_ERROR_SUCCESS;
324 }
325 
326 static int CeedBasisApplyAddNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
327                                           CeedVector v) {
328   CeedCallBackend(CeedBasisApplyNonTensorCore_Hip(basis, true, num_elem, t_mode, eval_mode, u, v));
329   return CEED_ERROR_SUCCESS;
330 }
331 
332 //------------------------------------------------------------------------------
333 // Destroy tensor basis
334 //------------------------------------------------------------------------------
335 static int CeedBasisDestroy_Hip(CeedBasis basis) {
336   Ceed           ceed;
337   CeedBasis_Hip *data;
338 
339   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
340   CeedCallBackend(CeedBasisGetData(basis, &data));
341   CeedCallHip(ceed, hipModuleUnload(data->module));
342   if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
343   if (data->d_q_weight_1d) CeedCallHip(ceed, hipFree(data->d_q_weight_1d));
344   CeedCallHip(ceed, hipFree(data->d_interp_1d));
345   CeedCallHip(ceed, hipFree(data->d_grad_1d));
346   CeedCallHip(ceed, hipFree(data->d_chebyshev_interp_1d));
347   CeedCallBackend(CeedFree(&data));
348   return CEED_ERROR_SUCCESS;
349 }
350 
351 //------------------------------------------------------------------------------
352 // Destroy non-tensor basis
353 //------------------------------------------------------------------------------
354 static int CeedBasisDestroyNonTensor_Hip(CeedBasis basis) {
355   Ceed                    ceed;
356   CeedBasisNonTensor_Hip *data;
357 
358   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
359   CeedCallBackend(CeedBasisGetData(basis, &data));
360   CeedCallHip(ceed, hipModuleUnload(data->module));
361   if (data->d_q_weight) CeedCallHip(ceed, hipFree(data->d_q_weight));
362   CeedCallHip(ceed, hipFree(data->d_interp));
363   CeedCallHip(ceed, hipFree(data->d_grad));
364   CeedCallHip(ceed, hipFree(data->d_div));
365   CeedCallHip(ceed, hipFree(data->d_curl));
366   CeedCallBackend(CeedFree(&data));
367   return CEED_ERROR_SUCCESS;
368 }
369 
370 //------------------------------------------------------------------------------
371 // Create tensor
372 //------------------------------------------------------------------------------
373 int CeedBasisCreateTensorH1_Hip(CeedInt dim, CeedInt P_1d, CeedInt Q_1d, const CeedScalar *interp_1d, const CeedScalar *grad_1d,
374                                 const CeedScalar *q_ref_1d, const CeedScalar *q_weight_1d, CeedBasis basis) {
375   Ceed           ceed;
376   char          *basis_kernel_source;
377   const char    *basis_kernel_path;
378   CeedInt        num_comp;
379   const CeedInt  q_bytes      = Q_1d * sizeof(CeedScalar);
380   const CeedInt  interp_bytes = q_bytes * P_1d;
381   CeedBasis_Hip *data;
382 
383   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
384   CeedCallBackend(CeedCalloc(1, &data));
385 
386   // Copy data to GPU
387   if (q_weight_1d) {
388     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight_1d, q_bytes));
389     CeedCallHip(ceed, hipMemcpy(data->d_q_weight_1d, q_weight_1d, q_bytes, hipMemcpyHostToDevice));
390   }
391   CeedCallHip(ceed, hipMalloc((void **)&data->d_interp_1d, interp_bytes));
392   CeedCallHip(ceed, hipMemcpy(data->d_interp_1d, interp_1d, interp_bytes, hipMemcpyHostToDevice));
393   CeedCallHip(ceed, hipMalloc((void **)&data->d_grad_1d, interp_bytes));
394   CeedCallHip(ceed, hipMemcpy(data->d_grad_1d, grad_1d, interp_bytes, hipMemcpyHostToDevice));
395 
396   // Compile basis kernels
397   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
398   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor.h", &basis_kernel_path));
399   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
400   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
401   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
402   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 7, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
403                                   Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
404                                   "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim)));
405   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
406   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Grad", &data->Grad));
407   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
408   CeedCallBackend(CeedFree(&basis_kernel_path));
409   CeedCallBackend(CeedFree(&basis_kernel_source));
410 
411   CeedCallBackend(CeedBasisSetData(basis, data));
412 
413   // Register backend functions
414   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApply_Hip));
415   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAdd_Hip));
416   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAtPoints", CeedBasisApplyAtPoints_Hip));
417   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAddAtPoints", CeedBasisApplyAddAtPoints_Hip));
418   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroy_Hip));
419   return CEED_ERROR_SUCCESS;
420 }
421 
422 //------------------------------------------------------------------------------
423 // Create non-tensor H^1
424 //------------------------------------------------------------------------------
425 int CeedBasisCreateH1_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *grad,
426                           const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
427   Ceed                    ceed;
428   char                   *basis_kernel_source;
429   const char             *basis_kernel_path;
430   CeedInt                 num_comp, q_comp_interp, q_comp_grad;
431   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
432   CeedBasisNonTensor_Hip *data;
433 
434   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
435   CeedCallBackend(CeedCalloc(1, &data));
436 
437   // Copy basis data to GPU
438   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
439   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
440   if (q_weight) {
441     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
442     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
443   }
444   if (interp) {
445     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
446 
447     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
448     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
449   }
450   if (grad) {
451     const CeedInt grad_bytes = q_bytes * num_nodes * q_comp_grad;
452 
453     CeedCallHip(ceed, hipMalloc((void **)&data->d_grad, grad_bytes));
454     CeedCallHip(ceed, hipMemcpy(data->d_grad, grad, grad_bytes, hipMemcpyHostToDevice));
455   }
456 
457   // Compile basis kernels
458   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
459   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
460   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
461   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
462   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
463   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
464                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_grad, "BASIS_NUM_COMP", num_comp));
465   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
466   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
467   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
468   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
469   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
470   CeedCallBackend(CeedFree(&basis_kernel_path));
471   CeedCallBackend(CeedFree(&basis_kernel_source));
472 
473   CeedCallBackend(CeedBasisSetData(basis, data));
474 
475   // Register backend functions
476   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
477   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
478   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
479   return CEED_ERROR_SUCCESS;
480 }
481 
482 //------------------------------------------------------------------------------
483 // Create non-tensor H(div)
484 //------------------------------------------------------------------------------
485 int CeedBasisCreateHdiv_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *div,
486                             const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
487   Ceed                    ceed;
488   char                   *basis_kernel_source;
489   const char             *basis_kernel_path;
490   CeedInt                 num_comp, q_comp_interp, q_comp_div;
491   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
492   CeedBasisNonTensor_Hip *data;
493 
494   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
495   CeedCallBackend(CeedCalloc(1, &data));
496 
497   // Copy basis data to GPU
498   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
499   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
500   if (q_weight) {
501     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
502     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
503   }
504   if (interp) {
505     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
506 
507     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
508     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
509   }
510   if (div) {
511     const CeedInt div_bytes = q_bytes * num_nodes * q_comp_div;
512 
513     CeedCallHip(ceed, hipMalloc((void **)&data->d_div, div_bytes));
514     CeedCallHip(ceed, hipMemcpy(data->d_div, div, div_bytes, hipMemcpyHostToDevice));
515   }
516 
517   // Compile basis kernels
518   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
519   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
520   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
521   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
522   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
523   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
524                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_div, "BASIS_NUM_COMP", num_comp));
525   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
526   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
527   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
528   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
529   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
530   CeedCallBackend(CeedFree(&basis_kernel_path));
531   CeedCallBackend(CeedFree(&basis_kernel_source));
532 
533   CeedCallBackend(CeedBasisSetData(basis, data));
534 
535   // Register backend functions
536   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
537   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
538   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
539   return CEED_ERROR_SUCCESS;
540 }
541 
542 //------------------------------------------------------------------------------
543 // Create non-tensor H(curl)
544 //------------------------------------------------------------------------------
545 int CeedBasisCreateHcurl_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp,
546                              const CeedScalar *curl, const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
547   Ceed                    ceed;
548   char                   *basis_kernel_source;
549   const char             *basis_kernel_path;
550   CeedInt                 num_comp, q_comp_interp, q_comp_curl;
551   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
552   CeedBasisNonTensor_Hip *data;
553 
554   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
555   CeedCallBackend(CeedCalloc(1, &data));
556 
557   // Copy basis data to GPU
558   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
559   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
560   if (q_weight) {
561     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
562     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
563   }
564   if (interp) {
565     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
566 
567     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
568     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
569   }
570   if (curl) {
571     const CeedInt curl_bytes = q_bytes * num_nodes * q_comp_curl;
572 
573     CeedCallHip(ceed, hipMalloc((void **)&data->d_curl, curl_bytes));
574     CeedCallHip(ceed, hipMemcpy(data->d_curl, curl, curl_bytes, hipMemcpyHostToDevice));
575   }
576 
577   // Compile basis kernels
578   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
579   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
580   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
581   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
582   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
583   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
584                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_curl, "BASIS_NUM_COMP", num_comp));
585   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
586   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
587   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
588   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
589   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
590   CeedCallBackend(CeedFree(&basis_kernel_path));
591   CeedCallBackend(CeedFree(&basis_kernel_source));
592 
593   CeedCallBackend(CeedBasisSetData(basis, data));
594 
595   // Register backend functions
596   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
597   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAdd", CeedBasisApplyAddNonTensor_Hip));
598   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
599   return CEED_ERROR_SUCCESS;
600 }
601 
602 //------------------------------------------------------------------------------
603