15aed82e4SJeremy L Thompson // Copyright (c) 2017-2024, Lawrence Livermore National Security, LLC and other CEED contributors. 23d8e8822SJeremy L Thompson // All Rights Reserved. See the top-level LICENSE and NOTICE files for details. 37d8d0e25Snbeams // 43d8e8822SJeremy L Thompson // SPDX-License-Identifier: BSD-2-Clause 57d8d0e25Snbeams // 63d8e8822SJeremy L Thompson // This file is part of CEED: http://github.com/ceed 77d8d0e25Snbeams 849aac155SJeremy L Thompson #include <ceed.h> 9ec3da8bcSJed Brown #include <ceed/backend.h> 1049aac155SJeremy L Thompson #include <ceed/jit-source/hip/hip-types.h> 113d576824SJeremy L Thompson #include <stddef.h> 123a2968d6SJeremy L Thompson #include <hip/hiprtc.h> 132b730f8bSJeremy L Thompson 14b2165e7aSSebastian Grimberg #include "../hip/ceed-hip-common.h" 157d8d0e25Snbeams #include "../hip/ceed-hip-compile.h" 162b730f8bSJeremy L Thompson #include "ceed-hip-gen-operator-build.h" 172b730f8bSJeremy L Thompson #include "ceed-hip-gen.h" 187d8d0e25Snbeams 197d8d0e25Snbeams //------------------------------------------------------------------------------ 207d8d0e25Snbeams // Destroy operator 217d8d0e25Snbeams //------------------------------------------------------------------------------ 227d8d0e25Snbeams static int CeedOperatorDestroy_Hip_gen(CeedOperator op) { 233a2968d6SJeremy L Thompson Ceed ceed; 247d8d0e25Snbeams CeedOperator_Hip_gen *impl; 25b7453713SJeremy L Thompson 263a2968d6SJeremy L Thompson CeedCallBackend(CeedOperatorGetCeed(op, &ceed)); 272b730f8bSJeremy L Thompson CeedCallBackend(CeedOperatorGetData(op, &impl)); 283a2968d6SJeremy L Thompson if (impl->points.num_per_elem) CeedCallHip(ceed, hipFree((void **)impl->points.num_per_elem)); 292b730f8bSJeremy L Thompson CeedCallBackend(CeedFree(&impl)); 303a2968d6SJeremy L Thompson CeedCallBackend(CeedDestroy(&ceed)); 31e15f9bd0SJeremy L Thompson return CEED_ERROR_SUCCESS; 327d8d0e25Snbeams } 337d8d0e25Snbeams 347d8d0e25Snbeams //------------------------------------------------------------------------------ 357d8d0e25Snbeams // Apply and add to output 367d8d0e25Snbeams //------------------------------------------------------------------------------ 372b730f8bSJeremy L Thompson static int CeedOperatorApplyAdd_Hip_gen(CeedOperator op, CeedVector input_vec, CeedVector output_vec, CeedRequest *request) { 388d12f40eSJeremy L Thompson bool is_at_points, is_tensor, is_good_run = true; 397d8d0e25Snbeams Ceed ceed; 40b7453713SJeremy L Thompson CeedInt num_elem, num_input_fields, num_output_fields; 41b7453713SJeremy L Thompson CeedEvalMode eval_mode; 42b7453713SJeremy L Thompson CeedVector output_vecs[CEED_FIELD_MAX] = {NULL}; 43b7453713SJeremy L Thompson CeedQFunctionField *qf_input_fields, *qf_output_fields; 447d8d0e25Snbeams CeedQFunction_Hip_gen *qf_data; 45b7453713SJeremy L Thompson CeedQFunction qf; 46b7453713SJeremy L Thompson CeedOperatorField *op_input_fields, *op_output_fields; 47b7453713SJeremy L Thompson CeedOperator_Hip_gen *data; 48b7453713SJeremy L Thompson 498d12f40eSJeremy L Thompson // Creation of the operator 50f6eafd79SJeremy L Thompson { 518d12f40eSJeremy L Thompson bool is_good_build = false; 52f6eafd79SJeremy L Thompson 538d12f40eSJeremy L Thompson CeedCallBackend(CeedOperatorBuildKernel_Hip_gen(op, &is_good_build)); 548d12f40eSJeremy L Thompson if (!is_good_build) { 55f6eafd79SJeremy L Thompson CeedOperator op_fallback; 56f6eafd79SJeremy L Thompson 578d12f40eSJeremy L Thompson CeedDebug256(CeedOperatorReturnCeed(op), CEED_DEBUG_COLOR_SUCCESS, "Falling back to /gpu/hip/ref CeedOperator due to code generation issue"); 58f6eafd79SJeremy L Thompson CeedCallBackend(CeedOperatorGetFallback(op, &op_fallback)); 59f6eafd79SJeremy L Thompson CeedCallBackend(CeedOperatorApplyAdd(op_fallback, input_vec, output_vec, request)); 60f6eafd79SJeremy L Thompson return CEED_ERROR_SUCCESS; 61f6eafd79SJeremy L Thompson } 62f6eafd79SJeremy L Thompson } 63f6eafd79SJeremy L Thompson 64c11e12f4SJeremy L Thompson CeedCallBackend(CeedOperatorGetCeed(op, &ceed)); 65c11e12f4SJeremy L Thompson CeedCallBackend(CeedOperatorGetData(op, &data)); 66c11e12f4SJeremy L Thompson CeedCallBackend(CeedOperatorGetQFunction(op, &qf)); 67c11e12f4SJeremy L Thompson CeedCallBackend(CeedQFunctionGetData(qf, &qf_data)); 68c11e12f4SJeremy L Thompson CeedCallBackend(CeedOperatorGetNumElements(op, &num_elem)); 698d12f40eSJeremy L Thompson CeedCallBackend(CeedOperatorGetFields(op, &num_input_fields, &op_input_fields, &num_output_fields, &op_output_fields)); 70c11e12f4SJeremy L Thompson CeedCallBackend(CeedQFunctionGetFields(qf, NULL, &qf_input_fields, NULL, &qf_output_fields)); 71c11e12f4SJeremy L Thompson 727d8d0e25Snbeams // Input vectors 739e201c85SYohann for (CeedInt i = 0; i < num_input_fields; i++) { 742b730f8bSJeremy L Thompson CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode)); 759e201c85SYohann if (eval_mode == CEED_EVAL_WEIGHT) { // Skip 769e201c85SYohann data->fields.inputs[i] = NULL; 777d8d0e25Snbeams } else { 78*3efc994bSJeremy L Thompson bool is_active; 79b7453713SJeremy L Thompson CeedVector vec; 80b7453713SJeremy L Thompson 817d8d0e25Snbeams // Get input vector 822b730f8bSJeremy L Thompson CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec)); 83*3efc994bSJeremy L Thompson is_active = vec == CEED_VECTOR_ACTIVE; 84*3efc994bSJeremy L Thompson if (is_active) vec = input_vec; 852b730f8bSJeremy L Thompson CeedCallBackend(CeedVectorGetArrayRead(vec, CEED_MEM_DEVICE, &data->fields.inputs[i])); 86*3efc994bSJeremy L Thompson if (!is_active) CeedCallBackend(CeedVectorDestroy(&vec)); 877d8d0e25Snbeams } 887d8d0e25Snbeams } 897d8d0e25Snbeams 907d8d0e25Snbeams // Output vectors 919e201c85SYohann for (CeedInt i = 0; i < num_output_fields; i++) { 922b730f8bSJeremy L Thompson CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode)); 939e201c85SYohann if (eval_mode == CEED_EVAL_WEIGHT) { // Skip 949e201c85SYohann data->fields.outputs[i] = NULL; 957d8d0e25Snbeams } else { 96*3efc994bSJeremy L Thompson bool is_active; 97b7453713SJeremy L Thompson CeedVector vec; 98b7453713SJeremy L Thompson 997d8d0e25Snbeams // Get output vector 1002b730f8bSJeremy L Thompson CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec)); 101*3efc994bSJeremy L Thompson is_active = vec == CEED_VECTOR_ACTIVE; 102*3efc994bSJeremy L Thompson if (is_active) vec = output_vec; 1039e201c85SYohann output_vecs[i] = vec; 1047d8d0e25Snbeams // Check for multiple output modes 1057d8d0e25Snbeams CeedInt index = -1; 106*3efc994bSJeremy L Thompson 1077d8d0e25Snbeams for (CeedInt j = 0; j < i; j++) { 1089e201c85SYohann if (vec == output_vecs[j]) { 1097d8d0e25Snbeams index = j; 1107d8d0e25Snbeams break; 1117d8d0e25Snbeams } 1127d8d0e25Snbeams } 1137d8d0e25Snbeams if (index == -1) { 1142b730f8bSJeremy L Thompson CeedCallBackend(CeedVectorGetArray(vec, CEED_MEM_DEVICE, &data->fields.outputs[i])); 1157d8d0e25Snbeams } else { 1169e201c85SYohann data->fields.outputs[i] = data->fields.outputs[index]; 1177d8d0e25Snbeams } 118*3efc994bSJeremy L Thompson if (!is_active) CeedCallBackend(CeedVectorDestroy(&vec)); 1197d8d0e25Snbeams } 1207d8d0e25Snbeams } 1217d8d0e25Snbeams 1223a2968d6SJeremy L Thompson // Point coordinates, if needed 1233a2968d6SJeremy L Thompson CeedCallBackend(CeedOperatorIsAtPoints(op, &is_at_points)); 1243a2968d6SJeremy L Thompson if (is_at_points) { 1253a2968d6SJeremy L Thompson // Coords 1263a2968d6SJeremy L Thompson CeedVector vec; 1273a2968d6SJeremy L Thompson 1283a2968d6SJeremy L Thompson CeedCallBackend(CeedOperatorAtPointsGetPoints(op, NULL, &vec)); 1293a2968d6SJeremy L Thompson CeedCallBackend(CeedVectorGetArrayRead(vec, CEED_MEM_DEVICE, &data->points.coords)); 1303a2968d6SJeremy L Thompson CeedCallBackend(CeedVectorDestroy(&vec)); 1313a2968d6SJeremy L Thompson 1323a2968d6SJeremy L Thompson // Points per elem 1333a2968d6SJeremy L Thompson if (num_elem != data->points.num_elem) { 1343a2968d6SJeremy L Thompson CeedInt *points_per_elem; 1353a2968d6SJeremy L Thompson const CeedInt num_bytes = num_elem * sizeof(CeedInt); 1363a2968d6SJeremy L Thompson CeedElemRestriction rstr_points = NULL; 1373a2968d6SJeremy L Thompson 1383a2968d6SJeremy L Thompson data->points.num_elem = num_elem; 1393a2968d6SJeremy L Thompson CeedCallBackend(CeedOperatorAtPointsGetPoints(op, &rstr_points, NULL)); 1403a2968d6SJeremy L Thompson CeedCallBackend(CeedCalloc(num_elem, &points_per_elem)); 1413a2968d6SJeremy L Thompson for (CeedInt e = 0; e < num_elem; e++) { 1423a2968d6SJeremy L Thompson CeedInt num_points_elem; 1433a2968d6SJeremy L Thompson 1443a2968d6SJeremy L Thompson CeedCallBackend(CeedElemRestrictionGetNumPointsInElement(rstr_points, e, &num_points_elem)); 1453a2968d6SJeremy L Thompson points_per_elem[e] = num_points_elem; 1463a2968d6SJeremy L Thompson } 1473a2968d6SJeremy L Thompson if (data->points.num_per_elem) CeedCallHip(ceed, hipFree((void **)data->points.num_per_elem)); 1483a2968d6SJeremy L Thompson CeedCallHip(ceed, hipMalloc((void **)&data->points.num_per_elem, num_bytes)); 1493a2968d6SJeremy L Thompson CeedCallHip(ceed, hipMemcpy((void *)data->points.num_per_elem, points_per_elem, num_bytes, hipMemcpyHostToDevice)); 1503a2968d6SJeremy L Thompson CeedCallBackend(CeedElemRestrictionDestroy(&rstr_points)); 1513a2968d6SJeremy L Thompson CeedCallBackend(CeedFree(&points_per_elem)); 1523a2968d6SJeremy L Thompson } 1533a2968d6SJeremy L Thompson } 1543a2968d6SJeremy L Thompson 1557d8d0e25Snbeams // Get context data 1562b730f8bSJeremy L Thompson CeedCallBackend(CeedQFunctionGetInnerContextData(qf, CEED_MEM_DEVICE, &qf_data->d_c)); 1577d8d0e25Snbeams 1587d8d0e25Snbeams // Apply operator 1593a2968d6SJeremy L Thompson void *opargs[] = {(void *)&num_elem, &qf_data->d_c, &data->indices, &data->fields, &data->B, &data->G, &data->W, &data->points}; 1607d8d0e25Snbeams const CeedInt dim = data->dim; 1619e201c85SYohann const CeedInt Q_1d = data->Q_1d; 1629e201c85SYohann const CeedInt P_1d = data->max_P_1d; 1639e201c85SYohann const CeedInt thread_1d = CeedIntMax(Q_1d, P_1d); 164b7453713SJeremy L Thompson 1659123fb08SJeremy L Thompson CeedCallBackend(CeedOperatorHasTensorBases(op, &is_tensor)); 166f82027a4SJeremy L Thompson CeedInt block_sizes[3] = {thread_1d, ((!is_tensor || dim == 1) ? 1 : thread_1d), -1}; 167f82027a4SJeremy L Thompson 168f82027a4SJeremy L Thompson if (is_tensor) { 1699123fb08SJeremy L Thompson CeedCallBackend(BlockGridCalculate_Hip_gen(is_tensor ? dim : 1, num_elem, P_1d, Q_1d, block_sizes)); 170f82027a4SJeremy L Thompson } else { 171f82027a4SJeremy L Thompson CeedInt elems_per_block = 64 * thread_1d > 256 ? 256 / thread_1d : 64; 172f82027a4SJeremy L Thompson 173f82027a4SJeremy L Thompson elems_per_block = elems_per_block > 0 ? elems_per_block : 1; 174f82027a4SJeremy L Thompson block_sizes[2] = elems_per_block; 175f82027a4SJeremy L Thompson } 1769123fb08SJeremy L Thompson if (dim == 1 || !is_tensor) { 1772b730f8bSJeremy L Thompson CeedInt grid = num_elem / block_sizes[2] + ((num_elem / block_sizes[2] * block_sizes[2] < num_elem) ? 1 : 0); 1789e201c85SYohann CeedInt sharedMem = block_sizes[2] * thread_1d * sizeof(CeedScalar); 179b7453713SJeremy L Thompson 1808d12f40eSJeremy L Thompson CeedCallBackend( 1818d12f40eSJeremy L Thompson CeedTryRunKernelDimShared_Hip(ceed, data->op, grid, block_sizes[0], block_sizes[1], block_sizes[2], sharedMem, &is_good_run, opargs)); 1827d8d0e25Snbeams } else if (dim == 2) { 1832b730f8bSJeremy L Thompson CeedInt grid = num_elem / block_sizes[2] + ((num_elem / block_sizes[2] * block_sizes[2] < num_elem) ? 1 : 0); 1849e201c85SYohann CeedInt sharedMem = block_sizes[2] * thread_1d * thread_1d * sizeof(CeedScalar); 185b7453713SJeremy L Thompson 1868d12f40eSJeremy L Thompson CeedCallBackend( 1878d12f40eSJeremy L Thompson CeedTryRunKernelDimShared_Hip(ceed, data->op, grid, block_sizes[0], block_sizes[1], block_sizes[2], sharedMem, &is_good_run, opargs)); 1887d8d0e25Snbeams } else if (dim == 3) { 1892b730f8bSJeremy L Thompson CeedInt grid = num_elem / block_sizes[2] + ((num_elem / block_sizes[2] * block_sizes[2] < num_elem) ? 1 : 0); 1909e201c85SYohann CeedInt sharedMem = block_sizes[2] * thread_1d * thread_1d * sizeof(CeedScalar); 191b7453713SJeremy L Thompson 1928d12f40eSJeremy L Thompson CeedCallBackend( 1938d12f40eSJeremy L Thompson CeedTryRunKernelDimShared_Hip(ceed, data->op, grid, block_sizes[0], block_sizes[1], block_sizes[2], sharedMem, &is_good_run, opargs)); 1947d8d0e25Snbeams } 1957d8d0e25Snbeams 1967d8d0e25Snbeams // Restore input arrays 1979e201c85SYohann for (CeedInt i = 0; i < num_input_fields; i++) { 1982b730f8bSJeremy L Thompson CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_input_fields[i], &eval_mode)); 1999e201c85SYohann if (eval_mode == CEED_EVAL_WEIGHT) { // Skip 2007d8d0e25Snbeams } else { 201*3efc994bSJeremy L Thompson bool is_active; 202b7453713SJeremy L Thompson CeedVector vec; 203b7453713SJeremy L Thompson 2042b730f8bSJeremy L Thompson CeedCallBackend(CeedOperatorFieldGetVector(op_input_fields[i], &vec)); 205*3efc994bSJeremy L Thompson is_active = vec == CEED_VECTOR_ACTIVE; 206*3efc994bSJeremy L Thompson if (is_active) vec = input_vec; 2072b730f8bSJeremy L Thompson CeedCallBackend(CeedVectorRestoreArrayRead(vec, &data->fields.inputs[i])); 208*3efc994bSJeremy L Thompson if (!is_active) CeedCallBackend(CeedVectorDestroy(&vec)); 2097d8d0e25Snbeams } 2107d8d0e25Snbeams } 2117d8d0e25Snbeams 2127d8d0e25Snbeams // Restore output arrays 2139e201c85SYohann for (CeedInt i = 0; i < num_output_fields; i++) { 2142b730f8bSJeremy L Thompson CeedCallBackend(CeedQFunctionFieldGetEvalMode(qf_output_fields[i], &eval_mode)); 2159e201c85SYohann if (eval_mode == CEED_EVAL_WEIGHT) { // Skip 2167d8d0e25Snbeams } else { 217*3efc994bSJeremy L Thompson bool is_active; 218b7453713SJeremy L Thompson CeedVector vec; 219b7453713SJeremy L Thompson 2202b730f8bSJeremy L Thompson CeedCallBackend(CeedOperatorFieldGetVector(op_output_fields[i], &vec)); 221*3efc994bSJeremy L Thompson is_active = vec == CEED_VECTOR_ACTIVE; 222*3efc994bSJeremy L Thompson if (is_active) vec = output_vec; 2237d8d0e25Snbeams // Check for multiple output modes 2247d8d0e25Snbeams CeedInt index = -1; 2253a2968d6SJeremy L Thompson 2267d8d0e25Snbeams for (CeedInt j = 0; j < i; j++) { 2279e201c85SYohann if (vec == output_vecs[j]) { 2287d8d0e25Snbeams index = j; 2297d8d0e25Snbeams break; 2307d8d0e25Snbeams } 2317d8d0e25Snbeams } 2327d8d0e25Snbeams if (index == -1) { 2332b730f8bSJeremy L Thompson CeedCallBackend(CeedVectorRestoreArray(vec, &data->fields.outputs[i])); 2347d8d0e25Snbeams } 235*3efc994bSJeremy L Thompson if (!is_active) CeedCallBackend(CeedVectorDestroy(&vec)); 2367d8d0e25Snbeams } 2377d8d0e25Snbeams } 2387d8d0e25Snbeams 2393a2968d6SJeremy L Thompson // Restore point coordinates, if needed 2403a2968d6SJeremy L Thompson if (is_at_points) { 2413a2968d6SJeremy L Thompson CeedVector vec; 2423a2968d6SJeremy L Thompson 2433a2968d6SJeremy L Thompson CeedCallBackend(CeedOperatorAtPointsGetPoints(op, NULL, &vec)); 2443a2968d6SJeremy L Thompson CeedCallBackend(CeedVectorRestoreArrayRead(vec, &data->points.coords)); 2453a2968d6SJeremy L Thompson CeedCallBackend(CeedVectorDestroy(&vec)); 2463a2968d6SJeremy L Thompson } 2473a2968d6SJeremy L Thompson 2487d8d0e25Snbeams // Restore context data 2492b730f8bSJeremy L Thompson CeedCallBackend(CeedQFunctionRestoreInnerContextData(qf, &qf_data->d_c)); 2508d12f40eSJeremy L Thompson 2518d12f40eSJeremy L Thompson // Cleanup 2529bc66399SJeremy L Thompson CeedCallBackend(CeedDestroy(&ceed)); 253c11e12f4SJeremy L Thompson CeedCallBackend(CeedQFunctionDestroy(&qf)); 2548d12f40eSJeremy L Thompson 2558d12f40eSJeremy L Thompson // Fallback if run was bad (out of resources) 2568d12f40eSJeremy L Thompson if (!is_good_run) { 2578d12f40eSJeremy L Thompson CeedOperator op_fallback; 2588d12f40eSJeremy L Thompson 2598d12f40eSJeremy L Thompson data->use_fallback = true; 2608d12f40eSJeremy L Thompson CeedDebug256(CeedOperatorReturnCeed(op), CEED_DEBUG_COLOR_SUCCESS, "Falling back to /gpu/hip/ref CeedOperator due to kernel execution issue"); 2618d12f40eSJeremy L Thompson CeedCallBackend(CeedOperatorGetFallback(op, &op_fallback)); 2628d12f40eSJeremy L Thompson CeedCallBackend(CeedOperatorApplyAdd(op_fallback, input_vec, output_vec, request)); 2638d12f40eSJeremy L Thompson return CEED_ERROR_SUCCESS; 2648d12f40eSJeremy L Thompson } 265e15f9bd0SJeremy L Thompson return CEED_ERROR_SUCCESS; 2667d8d0e25Snbeams } 2677d8d0e25Snbeams 2687d8d0e25Snbeams //------------------------------------------------------------------------------ 2697d8d0e25Snbeams // Create operator 2707d8d0e25Snbeams //------------------------------------------------------------------------------ 2717d8d0e25Snbeams int CeedOperatorCreate_Hip_gen(CeedOperator op) { 2727d8d0e25Snbeams Ceed ceed; 2737d8d0e25Snbeams CeedOperator_Hip_gen *impl; 2747d8d0e25Snbeams 275b7453713SJeremy L Thompson CeedCallBackend(CeedOperatorGetCeed(op, &ceed)); 2762b730f8bSJeremy L Thompson CeedCallBackend(CeedCalloc(1, &impl)); 2772b730f8bSJeremy L Thompson CeedCallBackend(CeedOperatorSetData(op, impl)); 2782b730f8bSJeremy L Thompson CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "ApplyAdd", CeedOperatorApplyAdd_Hip_gen)); 2792b730f8bSJeremy L Thompson CeedCallBackend(CeedSetBackendFunction(ceed, "Operator", op, "Destroy", CeedOperatorDestroy_Hip_gen)); 2809bc66399SJeremy L Thompson CeedCallBackend(CeedDestroy(&ceed)); 281e15f9bd0SJeremy L Thompson return CEED_ERROR_SUCCESS; 2827d8d0e25Snbeams } 2832a86cc9dSSebastian Grimberg 2847d8d0e25Snbeams //------------------------------------------------------------------------------ 285