xref: /libCEED/backends/hip-ref/ceed-hip-ref-basis.c (revision aa72de07106562bbc82cc6511afb18f45fe8145b)
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 - tensor AtPoints
87 //------------------------------------------------------------------------------
88 int CeedBasisApplyAtPoints_Hip(CeedBasis basis, const CeedInt num_elem, const CeedInt *num_points, CeedTransposeMode t_mode, CeedEvalMode eval_mode,
89                                CeedVector x_ref, CeedVector u, CeedVector v) {
90   Ceed              ceed;
91   CeedInt           Q_1d, dim, max_num_points = num_points[0];
92   const CeedInt     is_transpose   = t_mode == CEED_TRANSPOSE;
93   const int         max_block_size = 32;
94   const CeedScalar *d_x, *d_u;
95   CeedScalar       *d_v;
96   CeedBasis_Hip    *data;
97 
98   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
99   CeedCallBackend(CeedBasisGetData(basis, &data));
100   CeedCallBackend(CeedBasisGetNumQuadraturePoints1D(basis, &Q_1d));
101   CeedCallBackend(CeedBasisGetDimension(basis, &dim));
102 
103   // Check uniform number of points per elem
104   for (CeedInt i = 1; i < num_elem; i++) {
105     CeedCheck(max_num_points == num_points[i], ceed, CEED_ERROR_BACKEND,
106               "BasisApplyAtPoints only supported for the same number of points in each element");
107   }
108 
109   // Weight handled separately
110   if (eval_mode == CEED_EVAL_WEIGHT) {
111     CeedCall(CeedVectorSetValue(v, 1.0));
112     return CEED_ERROR_SUCCESS;
113   }
114 
115   // Build kernels if needed
116   if (data->num_points != max_num_points) {
117     CeedInt P_1d;
118 
119     CeedCallBackend(CeedBasisGetNumNodes1D(basis, &P_1d));
120     data->num_points = max_num_points;
121 
122     // -- Create interp matrix to Chebyshev coefficients
123     if (!data->d_chebyshev_interp_1d) {
124       CeedSize    interp_bytes;
125       CeedScalar *chebyshev_interp_1d;
126 
127       interp_bytes = P_1d * Q_1d * sizeof(CeedScalar);
128       CeedCallBackend(CeedCalloc(P_1d * Q_1d, &chebyshev_interp_1d));
129       CeedCall(CeedBasisGetChebyshevInterp1D(basis, chebyshev_interp_1d));
130       CeedCallHip(ceed, hipMalloc((void **)&data->d_chebyshev_interp_1d, interp_bytes));
131       CeedCallHip(ceed, hipMemcpy(data->d_chebyshev_interp_1d, chebyshev_interp_1d, interp_bytes, hipMemcpyHostToDevice));
132       CeedCallBackend(CeedFree(&chebyshev_interp_1d));
133     }
134 
135     // -- Compile kernels
136     char       *basis_kernel_source;
137     const char *basis_kernel_path;
138     CeedInt     num_comp;
139 
140     if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
141     CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
142     CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor-at-points.h", &basis_kernel_path));
143     CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
144     CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
145     CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
146     CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->moduleAtPoints, 9, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
147                                     Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
148                                     "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim), "BASIS_NUM_PTS",
149                                     max_num_points, "POINTS_BUFF_LEN", CeedIntPow(Q_1d, dim - 1)));
150     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "InterpAtPoints", &data->InterpAtPoints));
151     CeedCallBackend(CeedGetKernel_Hip(ceed, data->moduleAtPoints, "GradAtPoints", &data->GradAtPoints));
152     CeedCallBackend(CeedFree(&basis_kernel_path));
153     CeedCallBackend(CeedFree(&basis_kernel_source));
154   }
155 
156   // Get read/write access to u, v
157   CeedCallBackend(CeedVectorGetArrayRead(x_ref, CEED_MEM_DEVICE, &d_x));
158   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
159   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
160   CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
161 
162   // Clear v for transpose operation
163   if (is_transpose) {
164     CeedSize length;
165 
166     CeedCallBackend(CeedVectorGetLength(v, &length));
167     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
168   }
169 
170   // Basis action
171   switch (eval_mode) {
172     case CEED_EVAL_INTERP: {
173       void         *interp_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_chebyshev_interp_1d, &d_x, &d_u, &d_v};
174       const CeedInt block_size    = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
175 
176       CeedCallBackend(CeedRunKernel_Hip(ceed, data->InterpAtPoints, num_elem, block_size, interp_args));
177     } break;
178     case CEED_EVAL_GRAD: {
179       void         *grad_args[] = {(void *)&num_elem, (void *)&is_transpose, &data->d_chebyshev_interp_1d, &d_x, &d_u, &d_v};
180       const CeedInt block_size  = CeedIntMin(CeedIntPow(Q_1d, dim), max_block_size);
181 
182       CeedCallBackend(CeedRunKernel_Hip(ceed, data->GradAtPoints, num_elem, block_size, grad_args));
183     } break;
184     case CEED_EVAL_WEIGHT:
185     case CEED_EVAL_NONE: /* handled separately below */
186       break;
187     // LCOV_EXCL_START
188     case CEED_EVAL_DIV:
189     case CEED_EVAL_CURL:
190       return CeedError(ceed, CEED_ERROR_BACKEND, "%s not supported", CeedEvalModes[eval_mode]);
191       // LCOV_EXCL_STOP
192   }
193 
194   // Restore vectors, cover CEED_EVAL_NONE
195   CeedCallBackend(CeedVectorRestoreArrayRead(x_ref, &d_x));
196   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
197   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
198   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
199   return CEED_ERROR_SUCCESS;
200 }
201 
202 //------------------------------------------------------------------------------
203 // Basis apply - non-tensor
204 //------------------------------------------------------------------------------
205 int CeedBasisApplyNonTensor_Hip(CeedBasis basis, const CeedInt num_elem, CeedTransposeMode t_mode, CeedEvalMode eval_mode, CeedVector u,
206                                 CeedVector v) {
207   Ceed                    ceed;
208   CeedInt                 num_nodes, num_qpts;
209   const CeedInt           is_transpose    = t_mode == CEED_TRANSPOSE;
210   const int               elems_per_block = 1;
211   const int               grid            = CeedDivUpInt(num_elem, elems_per_block);
212   const CeedScalar       *d_u;
213   CeedScalar             *d_v;
214   CeedBasisNonTensor_Hip *data;
215 
216   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
217   CeedCallBackend(CeedBasisGetData(basis, &data));
218   CeedCallBackend(CeedBasisGetNumQuadraturePoints(basis, &num_qpts));
219   CeedCallBackend(CeedBasisGetNumNodes(basis, &num_nodes));
220 
221   // Get read/write access to u, v
222   if (u != CEED_VECTOR_NONE) CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u));
223   else CeedCheck(eval_mode == CEED_EVAL_WEIGHT, ceed, CEED_ERROR_BACKEND, "An input vector is required for this CeedEvalMode");
224   CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v));
225 
226   // Clear v for transpose operation
227   if (is_transpose) {
228     CeedSize length;
229 
230     CeedCallBackend(CeedVectorGetLength(v, &length));
231     CeedCallHip(ceed, hipMemset(d_v, 0, length * sizeof(CeedScalar)));
232   }
233 
234   // Apply basis operation
235   switch (eval_mode) {
236     case CEED_EVAL_INTERP: {
237       void     *interp_args[] = {(void *)&num_elem, &data->d_interp, &d_u, &d_v};
238       const int block_size_x  = is_transpose ? num_nodes : num_qpts;
239 
240       if (is_transpose) {
241         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->InterpTranspose, grid, block_size_x, 1, elems_per_block, interp_args));
242       } else {
243         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Interp, grid, block_size_x, 1, elems_per_block, interp_args));
244       }
245     } break;
246     case CEED_EVAL_GRAD: {
247       void     *grad_args[]  = {(void *)&num_elem, &data->d_grad, &d_u, &d_v};
248       const int block_size_x = is_transpose ? num_nodes : num_qpts;
249 
250       if (is_transpose) {
251         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, grad_args));
252       } else {
253         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, grad_args));
254       }
255     } break;
256     case CEED_EVAL_DIV: {
257       void     *div_args[]   = {(void *)&num_elem, &data->d_div, &d_u, &d_v};
258       const int block_size_x = is_transpose ? num_nodes : num_qpts;
259 
260       if (is_transpose) {
261         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, div_args));
262       } else {
263         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, div_args));
264       }
265     } break;
266     case CEED_EVAL_CURL: {
267       void     *curl_args[]  = {(void *)&num_elem, &data->d_curl, &d_u, &d_v};
268       const int block_size_x = is_transpose ? num_nodes : num_qpts;
269 
270       if (is_transpose) {
271         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->DerivTranspose, grid, block_size_x, 1, elems_per_block, curl_args));
272       } else {
273         CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Deriv, grid, block_size_x, 1, elems_per_block, curl_args));
274       }
275     } break;
276     case CEED_EVAL_WEIGHT: {
277       CeedCheck(data->d_q_weight, ceed, CEED_ERROR_BACKEND, "%s not supported; q_weights not set", CeedEvalModes[eval_mode]);
278       void *weight_args[] = {(void *)&num_elem, (void *)&data->d_q_weight, &d_v};
279 
280       CeedCallBackend(CeedRunKernelDim_Hip(ceed, data->Weight, grid, num_qpts, 1, elems_per_block, weight_args));
281     } break;
282     case CEED_EVAL_NONE: /* handled separately below */
283       break;
284   }
285 
286   // Restore vectors, cover CEED_EVAL_NONE
287   CeedCallBackend(CeedVectorRestoreArray(v, &d_v));
288   if (eval_mode == CEED_EVAL_NONE) CeedCallBackend(CeedVectorSetArray(v, CEED_MEM_DEVICE, CEED_COPY_VALUES, (CeedScalar *)d_u));
289   if (eval_mode != CEED_EVAL_WEIGHT) CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u));
290   return CEED_ERROR_SUCCESS;
291 }
292 
293 //------------------------------------------------------------------------------
294 // Destroy tensor basis
295 //------------------------------------------------------------------------------
296 static int CeedBasisDestroy_Hip(CeedBasis basis) {
297   Ceed           ceed;
298   CeedBasis_Hip *data;
299 
300   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
301   CeedCallBackend(CeedBasisGetData(basis, &data));
302   CeedCallHip(ceed, hipModuleUnload(data->module));
303   if (data->moduleAtPoints) CeedCallHip(ceed, hipModuleUnload(data->moduleAtPoints));
304   if (data->d_q_weight_1d) CeedCallHip(ceed, hipFree(data->d_q_weight_1d));
305   CeedCallHip(ceed, hipFree(data->d_interp_1d));
306   CeedCallHip(ceed, hipFree(data->d_grad_1d));
307   CeedCallHip(ceed, hipFree(data->d_chebyshev_interp_1d));
308   CeedCallBackend(CeedFree(&data));
309   return CEED_ERROR_SUCCESS;
310 }
311 
312 //------------------------------------------------------------------------------
313 // Destroy non-tensor basis
314 //------------------------------------------------------------------------------
315 static int CeedBasisDestroyNonTensor_Hip(CeedBasis basis) {
316   Ceed                    ceed;
317   CeedBasisNonTensor_Hip *data;
318 
319   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
320   CeedCallBackend(CeedBasisGetData(basis, &data));
321   CeedCallHip(ceed, hipModuleUnload(data->module));
322   if (data->d_q_weight) CeedCallHip(ceed, hipFree(data->d_q_weight));
323   CeedCallHip(ceed, hipFree(data->d_interp));
324   CeedCallHip(ceed, hipFree(data->d_grad));
325   CeedCallHip(ceed, hipFree(data->d_div));
326   CeedCallHip(ceed, hipFree(data->d_curl));
327   CeedCallBackend(CeedFree(&data));
328   return CEED_ERROR_SUCCESS;
329 }
330 
331 //------------------------------------------------------------------------------
332 // Create tensor
333 //------------------------------------------------------------------------------
334 int CeedBasisCreateTensorH1_Hip(CeedInt dim, CeedInt P_1d, CeedInt Q_1d, const CeedScalar *interp_1d, const CeedScalar *grad_1d,
335                                 const CeedScalar *q_ref_1d, const CeedScalar *q_weight_1d, CeedBasis basis) {
336   Ceed           ceed;
337   char          *basis_kernel_source;
338   const char    *basis_kernel_path;
339   CeedInt        num_comp;
340   const CeedInt  q_bytes      = Q_1d * sizeof(CeedScalar);
341   const CeedInt  interp_bytes = q_bytes * P_1d;
342   CeedBasis_Hip *data;
343 
344   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
345   CeedCallBackend(CeedCalloc(1, &data));
346 
347   // Copy data to GPU
348   if (q_weight_1d) {
349     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight_1d, q_bytes));
350     CeedCallHip(ceed, hipMemcpy(data->d_q_weight_1d, q_weight_1d, q_bytes, hipMemcpyHostToDevice));
351   }
352   CeedCallHip(ceed, hipMalloc((void **)&data->d_interp_1d, interp_bytes));
353   CeedCallHip(ceed, hipMemcpy(data->d_interp_1d, interp_1d, interp_bytes, hipMemcpyHostToDevice));
354   CeedCallHip(ceed, hipMalloc((void **)&data->d_grad_1d, interp_bytes));
355   CeedCallHip(ceed, hipMemcpy(data->d_grad_1d, grad_1d, interp_bytes, hipMemcpyHostToDevice));
356 
357   // Compile basis kernels
358   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
359   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-tensor.h", &basis_kernel_path));
360   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
361   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
362   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
363   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 7, "BASIS_Q_1D", Q_1d, "BASIS_P_1D", P_1d, "BASIS_BUF_LEN",
364                                   Q_1d * CeedIntPow(Q_1d > P_1d ? Q_1d : P_1d, dim - 1), "BASIS_DIM", dim, "BASIS_NUM_COMP", num_comp,
365                                   "BASIS_NUM_NODES", CeedIntPow(P_1d, dim), "BASIS_NUM_QPTS", CeedIntPow(Q_1d, dim)));
366   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
367   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Grad", &data->Grad));
368   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
369   CeedCallBackend(CeedFree(&basis_kernel_path));
370   CeedCallBackend(CeedFree(&basis_kernel_source));
371 
372   CeedCallBackend(CeedBasisSetData(basis, data));
373 
374   // Register backend functions
375   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApply_Hip));
376   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "ApplyAtPoints", CeedBasisApplyAtPoints_Hip));
377   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroy_Hip));
378   return CEED_ERROR_SUCCESS;
379 }
380 
381 //------------------------------------------------------------------------------
382 // Create non-tensor H^1
383 //------------------------------------------------------------------------------
384 int CeedBasisCreateH1_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *grad,
385                           const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
386   Ceed                    ceed;
387   char                   *basis_kernel_source;
388   const char             *basis_kernel_path;
389   CeedInt                 num_comp, q_comp_interp, q_comp_grad;
390   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
391   CeedBasisNonTensor_Hip *data;
392 
393   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
394   CeedCallBackend(CeedCalloc(1, &data));
395 
396   // Copy basis data to GPU
397   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
398   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_GRAD, &q_comp_grad));
399   if (q_weight) {
400     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
401     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
402   }
403   if (interp) {
404     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
405 
406     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
407     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
408   }
409   if (grad) {
410     const CeedInt grad_bytes = q_bytes * num_nodes * q_comp_grad;
411 
412     CeedCallHip(ceed, hipMalloc((void **)&data->d_grad, grad_bytes));
413     CeedCallHip(ceed, hipMemcpy(data->d_grad, grad, grad_bytes, hipMemcpyHostToDevice));
414   }
415 
416   // Compile basis kernels
417   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
418   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
419   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
420   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
421   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
422   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
423                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_grad, "BASIS_NUM_COMP", num_comp));
424   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
425   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
426   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
427   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
428   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
429   CeedCallBackend(CeedFree(&basis_kernel_path));
430   CeedCallBackend(CeedFree(&basis_kernel_source));
431 
432   CeedCallBackend(CeedBasisSetData(basis, data));
433 
434   // Register backend functions
435   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
436   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
437   return CEED_ERROR_SUCCESS;
438 }
439 
440 //------------------------------------------------------------------------------
441 // Create non-tensor H(div)
442 //------------------------------------------------------------------------------
443 int CeedBasisCreateHdiv_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp, const CeedScalar *div,
444                             const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
445   Ceed                    ceed;
446   char                   *basis_kernel_source;
447   const char             *basis_kernel_path;
448   CeedInt                 num_comp, q_comp_interp, q_comp_div;
449   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
450   CeedBasisNonTensor_Hip *data;
451 
452   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
453   CeedCallBackend(CeedCalloc(1, &data));
454 
455   // Copy basis data to GPU
456   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
457   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_DIV, &q_comp_div));
458   if (q_weight) {
459     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
460     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
461   }
462   if (interp) {
463     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
464 
465     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
466     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
467   }
468   if (div) {
469     const CeedInt div_bytes = q_bytes * num_nodes * q_comp_div;
470 
471     CeedCallHip(ceed, hipMalloc((void **)&data->d_div, div_bytes));
472     CeedCallHip(ceed, hipMemcpy(data->d_div, div, div_bytes, hipMemcpyHostToDevice));
473   }
474 
475   // Compile basis kernels
476   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
477   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
478   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
479   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
480   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
481   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
482                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_div, "BASIS_NUM_COMP", num_comp));
483   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
484   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
485   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
486   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
487   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
488   CeedCallBackend(CeedFree(&basis_kernel_path));
489   CeedCallBackend(CeedFree(&basis_kernel_source));
490 
491   CeedCallBackend(CeedBasisSetData(basis, data));
492 
493   // Register backend functions
494   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
495   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
496   return CEED_ERROR_SUCCESS;
497 }
498 
499 //------------------------------------------------------------------------------
500 // Create non-tensor H(curl)
501 //------------------------------------------------------------------------------
502 int CeedBasisCreateHcurl_Hip(CeedElemTopology topo, CeedInt dim, CeedInt num_nodes, CeedInt num_qpts, const CeedScalar *interp,
503                              const CeedScalar *curl, const CeedScalar *q_ref, const CeedScalar *q_weight, CeedBasis basis) {
504   Ceed                    ceed;
505   char                   *basis_kernel_source;
506   const char             *basis_kernel_path;
507   CeedInt                 num_comp, q_comp_interp, q_comp_curl;
508   const CeedInt           q_bytes = num_qpts * sizeof(CeedScalar);
509   CeedBasisNonTensor_Hip *data;
510 
511   CeedCallBackend(CeedBasisGetCeed(basis, &ceed));
512   CeedCallBackend(CeedCalloc(1, &data));
513 
514   // Copy basis data to GPU
515   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_INTERP, &q_comp_interp));
516   CeedCallBackend(CeedBasisGetNumQuadratureComponents(basis, CEED_EVAL_CURL, &q_comp_curl));
517   if (q_weight) {
518     CeedCallHip(ceed, hipMalloc((void **)&data->d_q_weight, q_bytes));
519     CeedCallHip(ceed, hipMemcpy(data->d_q_weight, q_weight, q_bytes, hipMemcpyHostToDevice));
520   }
521   if (interp) {
522     const CeedInt interp_bytes = q_bytes * num_nodes * q_comp_interp;
523 
524     CeedCallHip(ceed, hipMalloc((void **)&data->d_interp, interp_bytes));
525     CeedCallHip(ceed, hipMemcpy(data->d_interp, interp, interp_bytes, hipMemcpyHostToDevice));
526   }
527   if (curl) {
528     const CeedInt curl_bytes = q_bytes * num_nodes * q_comp_curl;
529 
530     CeedCallHip(ceed, hipMalloc((void **)&data->d_curl, curl_bytes));
531     CeedCallHip(ceed, hipMemcpy(data->d_curl, curl, curl_bytes, hipMemcpyHostToDevice));
532   }
533 
534   // Compile basis kernels
535   CeedCallBackend(CeedBasisGetNumComponents(basis, &num_comp));
536   CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-basis-nontensor.h", &basis_kernel_path));
537   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source -----\n");
538   CeedCallBackend(CeedLoadSourceToBuffer(ceed, basis_kernel_path, &basis_kernel_source));
539   CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Basis Kernel Source Complete! -----\n");
540   CeedCallBackend(CeedCompile_Hip(ceed, basis_kernel_source, &data->module, 5, "BASIS_Q", num_qpts, "BASIS_P", num_nodes, "BASIS_Q_COMP_INTERP",
541                                   q_comp_interp, "BASIS_Q_COMP_DERIV", q_comp_curl, "BASIS_NUM_COMP", num_comp));
542   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Interp", &data->Interp));
543   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "InterpTranspose", &data->InterpTranspose));
544   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Deriv", &data->Deriv));
545   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "DerivTranspose", &data->DerivTranspose));
546   CeedCallBackend(CeedGetKernel_Hip(ceed, data->module, "Weight", &data->Weight));
547   CeedCallBackend(CeedFree(&basis_kernel_path));
548   CeedCallBackend(CeedFree(&basis_kernel_source));
549 
550   CeedCallBackend(CeedBasisSetData(basis, data));
551 
552   // Register backend functions
553   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Apply", CeedBasisApplyNonTensor_Hip));
554   CeedCallBackend(CeedSetBackendFunction(ceed, "Basis", basis, "Destroy", CeedBasisDestroyNonTensor_Hip));
555   return CEED_ERROR_SUCCESS;
556 }
557 
558 //------------------------------------------------------------------------------
559