// Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors. // All Rights Reserved. See the top-level LICENSE and NOTICE files for details. // // SPDX-License-Identifier: BSD-2-Clause // // This file is part of CEED: http://github.com/ceed #include #include #include #include #include #include #include #include "../hip/ceed-hip-common.h" #include "../hip/ceed-hip-compile.h" #include "ceed-hip-ref.h" //------------------------------------------------------------------------------ // Apply restriction //------------------------------------------------------------------------------ static int CeedElemRestrictionApply_Hip(CeedElemRestriction r, CeedTransposeMode t_mode, CeedVector u, CeedVector v, CeedRequest *request) { Ceed ceed; Ceed_Hip *data; CeedInt num_elem, elem_size; const CeedScalar *d_u; CeedScalar *d_v; CeedElemRestriction_Hip *impl; hipFunction_t kernel; CeedCallBackend(CeedElemRestrictionGetData(r, &impl)); CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed)); CeedCallBackend(CeedGetData(ceed, &data)); CeedElemRestrictionGetNumElements(r, &num_elem); CeedCallBackend(CeedElemRestrictionGetElementSize(r, &elem_size)); const CeedInt num_nodes = impl->num_nodes; // Get vectors CeedCallBackend(CeedVectorGetArrayRead(u, CEED_MEM_DEVICE, &d_u)); if (t_mode == CEED_TRANSPOSE) { // Sum into for transpose mode, e-vec to l-vec CeedCallBackend(CeedVectorGetArray(v, CEED_MEM_DEVICE, &d_v)); } else { // Overwrite for notranspose mode, l-vec to e-vec CeedCallBackend(CeedVectorGetArrayWrite(v, CEED_MEM_DEVICE, &d_v)); } // Restrict if (t_mode == CEED_NOTRANSPOSE) { // L-vector -> E-vector if (impl->d_ind) { // -- Offsets provided kernel = impl->OffsetNoTranspose; void *args[] = {&num_elem, &impl->d_ind, &d_u, &d_v}; CeedInt block_size = elem_size < 256 ? (elem_size > 64 ? elem_size : 64) : 256; CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args)); } else { // -- Strided restriction kernel = impl->StridedNoTranspose; void *args[] = {&num_elem, &d_u, &d_v}; CeedInt block_size = elem_size < 256 ? (elem_size > 64 ? elem_size : 64) : 256; CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args)); } } else { // E-vector -> L-vector if (impl->d_ind) { // -- Offsets provided CeedInt block_size = 64; if (impl->OffsetTranspose) { kernel = impl->OffsetTranspose; void *args[] = {&num_elem, &impl->d_ind, &d_u, &d_v}; CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args)); } else { kernel = impl->OffsetTransposeDet; void *args[] = {&impl->d_l_vec_indices, &impl->d_t_indices, &impl->d_t_offsets, &d_u, &d_v}; CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args)); } } else { // -- Strided restriction kernel = impl->StridedTranspose; void *args[] = {&num_elem, &d_u, &d_v}; CeedInt block_size = 64; CeedCallBackend(CeedRunKernel_Hip(ceed, kernel, CeedDivUpInt(num_nodes, block_size), block_size, args)); } } if (request != CEED_REQUEST_IMMEDIATE && request != CEED_REQUEST_ORDERED) *request = NULL; // Restore arrays CeedCallBackend(CeedVectorRestoreArrayRead(u, &d_u)); CeedCallBackend(CeedVectorRestoreArray(v, &d_v)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Get offsets //------------------------------------------------------------------------------ static int CeedElemRestrictionGetOffsets_Hip(CeedElemRestriction rstr, CeedMemType mem_type, const CeedInt **offsets) { CeedElemRestriction_Hip *impl; CeedCallBackend(CeedElemRestrictionGetData(rstr, &impl)); switch (mem_type) { case CEED_MEM_HOST: *offsets = impl->h_ind; break; case CEED_MEM_DEVICE: *offsets = impl->d_ind; break; } return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Destroy restriction //------------------------------------------------------------------------------ static int CeedElemRestrictionDestroy_Hip(CeedElemRestriction r) { Ceed ceed; CeedElemRestriction_Hip *impl; CeedCallBackend(CeedElemRestrictionGetData(r, &impl)); CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed)); CeedCallHip(ceed, hipModuleUnload(impl->module)); CeedCallBackend(CeedFree(&impl->h_ind_allocated)); CeedCallHip(ceed, hipFree(impl->d_ind_allocated)); CeedCallHip(ceed, hipFree(impl->d_t_offsets)); CeedCallHip(ceed, hipFree(impl->d_t_indices)); CeedCallHip(ceed, hipFree(impl->d_l_vec_indices)); CeedCallBackend(CeedFree(&impl)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Create transpose offsets and indices //------------------------------------------------------------------------------ static int CeedElemRestrictionOffset_Hip(const CeedElemRestriction r, const CeedInt *indices) { Ceed ceed; bool *is_node; CeedSize l_size; CeedInt num_elem, elem_size, num_comp, num_nodes = 0, *ind_to_offset, *l_vec_indices, *t_offsets, *t_indices; CeedElemRestriction_Hip *impl; CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed)); CeedCallBackend(CeedElemRestrictionGetData(r, &impl)); CeedCallBackend(CeedElemRestrictionGetNumElements(r, &num_elem)); CeedCallBackend(CeedElemRestrictionGetElementSize(r, &elem_size)); CeedCallBackend(CeedElemRestrictionGetLVectorSize(r, &l_size)); CeedCallBackend(CeedElemRestrictionGetNumComponents(r, &num_comp)); const CeedInt size_indices = num_elem * elem_size; // Count num_nodes CeedCallBackend(CeedCalloc(l_size, &is_node)); for (CeedInt i = 0; i < size_indices; i++) is_node[indices[i]] = 1; for (CeedInt i = 0; i < l_size; i++) num_nodes += is_node[i]; impl->num_nodes = num_nodes; // L-vector offsets array CeedCallBackend(CeedCalloc(l_size, &ind_to_offset)); CeedCallBackend(CeedCalloc(num_nodes, &l_vec_indices)); for (CeedInt i = 0, j = 0; i < l_size; i++) { if (is_node[i]) { l_vec_indices[j] = i; ind_to_offset[i] = j++; } } CeedCallBackend(CeedFree(&is_node)); // Compute transpose offsets and indices const CeedInt size_offsets = num_nodes + 1; CeedCallBackend(CeedCalloc(size_offsets, &t_offsets)); CeedCallBackend(CeedMalloc(size_indices, &t_indices)); // Count node multiplicity for (CeedInt e = 0; e < num_elem; ++e) { for (CeedInt i = 0; i < elem_size; ++i) ++t_offsets[ind_to_offset[indices[elem_size * e + i]] + 1]; } // Convert to running sum for (CeedInt i = 1; i < size_offsets; ++i) t_offsets[i] += t_offsets[i - 1]; // List all E-vec indices associated with L-vec node for (CeedInt e = 0; e < num_elem; ++e) { for (CeedInt i = 0; i < elem_size; ++i) { const CeedInt lid = elem_size * e + i; const CeedInt gid = indices[lid]; t_indices[t_offsets[ind_to_offset[gid]]++] = lid; } } // Reset running sum for (int i = size_offsets - 1; i > 0; --i) t_offsets[i] = t_offsets[i - 1]; t_offsets[0] = 0; // Copy data to device // -- L-vector indices CeedCallHip(ceed, hipMalloc((void **)&impl->d_l_vec_indices, num_nodes * sizeof(CeedInt))); CeedCallHip(ceed, hipMemcpy(impl->d_l_vec_indices, l_vec_indices, num_nodes * sizeof(CeedInt), hipMemcpyHostToDevice)); // -- Transpose offsets CeedCallHip(ceed, hipMalloc((void **)&impl->d_t_offsets, size_offsets * sizeof(CeedInt))); CeedCallHip(ceed, hipMemcpy(impl->d_t_offsets, t_offsets, size_offsets * sizeof(CeedInt), hipMemcpyHostToDevice)); // -- Transpose indices CeedCallHip(ceed, hipMalloc((void **)&impl->d_t_indices, size_indices * sizeof(CeedInt))); CeedCallHip(ceed, hipMemcpy(impl->d_t_indices, t_indices, size_indices * sizeof(CeedInt), hipMemcpyHostToDevice)); // Cleanup CeedCallBackend(CeedFree(&ind_to_offset)); CeedCallBackend(CeedFree(&l_vec_indices)); CeedCallBackend(CeedFree(&t_offsets)); CeedCallBackend(CeedFree(&t_indices)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------ // Create restriction //------------------------------------------------------------------------------ int CeedElemRestrictionCreate_Hip(CeedMemType mem_type, CeedCopyMode copy_mode, const CeedInt *indices, const bool *orients, const CeedInt8 *curl_orients, CeedElemRestriction r) { Ceed ceed, ceed_parent; bool is_deterministic, is_strided; char *restriction_kernel_path, *restriction_kernel_source; CeedInt num_elem, num_comp, elem_size, comp_stride = 1; CeedRestrictionType rstr_type; CeedElemRestriction_Hip *impl; CeedCallBackend(CeedElemRestrictionGetCeed(r, &ceed)); CeedCallBackend(CeedCalloc(1, &impl)); CeedCallBackend(CeedGetParent(ceed, &ceed_parent)); CeedCallBackend(CeedIsDeterministic(ceed_parent, &is_deterministic)); CeedCallBackend(CeedElemRestrictionGetNumElements(r, &num_elem)); CeedCallBackend(CeedElemRestrictionGetNumComponents(r, &num_comp)); CeedCallBackend(CeedElemRestrictionGetElementSize(r, &elem_size)); CeedInt size = num_elem * elem_size; CeedInt strides[3] = {1, size, elem_size}; CeedInt layout[3] = {1, elem_size * num_elem, elem_size}; CeedCallBackend(CeedElemRestrictionGetType(r, &rstr_type)); CeedCheck(rstr_type != CEED_RESTRICTION_ORIENTED && rstr_type != CEED_RESTRICTION_CURL_ORIENTED, ceed, CEED_ERROR_BACKEND, "Backend does not implement CeedElemRestrictionCreateOriented or CeedElemRestrictionCreateCurlOriented"); // Stride data CeedCallBackend(CeedElemRestrictionIsStrided(r, &is_strided)); if (is_strided) { bool has_backend_strides; CeedCallBackend(CeedElemRestrictionHasBackendStrides(r, &has_backend_strides)); if (!has_backend_strides) { CeedCallBackend(CeedElemRestrictionGetStrides(r, &strides)); } } else { CeedCallBackend(CeedElemRestrictionGetCompStride(r, &comp_stride)); } impl->h_ind = NULL; impl->h_ind_allocated = NULL; impl->d_ind = NULL; impl->d_ind_allocated = NULL; impl->d_t_indices = NULL; impl->d_t_offsets = NULL; impl->num_nodes = size; CeedCallBackend(CeedElemRestrictionSetData(r, impl)); CeedCallBackend(CeedElemRestrictionSetELayout(r, layout)); // Set up device indices/offset arrays switch (mem_type) { case CEED_MEM_HOST: { switch (copy_mode) { case CEED_OWN_POINTER: impl->h_ind_allocated = (CeedInt *)indices; impl->h_ind = (CeedInt *)indices; break; case CEED_USE_POINTER: impl->h_ind = (CeedInt *)indices; break; case CEED_COPY_VALUES: if (indices != NULL) { CeedCallBackend(CeedMalloc(elem_size * num_elem, &impl->h_ind_allocated)); memcpy(impl->h_ind_allocated, indices, elem_size * num_elem * sizeof(CeedInt)); impl->h_ind = impl->h_ind_allocated; } break; } if (indices != NULL) { CeedCallHip(ceed, hipMalloc((void **)&impl->d_ind, size * sizeof(CeedInt))); impl->d_ind_allocated = impl->d_ind; // We own the device memory CeedCallHip(ceed, hipMemcpy(impl->d_ind, indices, size * sizeof(CeedInt), hipMemcpyHostToDevice)); if (is_deterministic) CeedCallBackend(CeedElemRestrictionOffset_Hip(r, indices)); } break; } case CEED_MEM_DEVICE: { switch (copy_mode) { case CEED_COPY_VALUES: if (indices != NULL) { CeedCallHip(ceed, hipMalloc((void **)&impl->d_ind, size * sizeof(CeedInt))); impl->d_ind_allocated = impl->d_ind; // We own the device memory CeedCallHip(ceed, hipMemcpy(impl->d_ind, indices, size * sizeof(CeedInt), hipMemcpyDeviceToDevice)); } break; case CEED_OWN_POINTER: impl->d_ind = (CeedInt *)indices; impl->d_ind_allocated = impl->d_ind; break; case CEED_USE_POINTER: impl->d_ind = (CeedInt *)indices; } if (indices != NULL) { CeedCallBackend(CeedMalloc(elem_size * num_elem, &impl->h_ind_allocated)); CeedCallHip(ceed, hipMemcpy(impl->h_ind_allocated, impl->d_ind, elem_size * num_elem * sizeof(CeedInt), hipMemcpyDeviceToHost)); impl->h_ind = impl->h_ind_allocated; if (is_deterministic) CeedCallBackend(CeedElemRestrictionOffset_Hip(r, indices)); } break; } // LCOV_EXCL_START default: return CeedError(ceed, CEED_ERROR_BACKEND, "Only MemType = HOST or DEVICE supported"); // LCOV_EXCL_STOP } // Compile HIP kernels CeedInt num_nodes = impl->num_nodes; CeedCallBackend(CeedGetJitAbsolutePath(ceed, "ceed/jit-source/hip/hip-ref-restriction.h", &restriction_kernel_path)); CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Restriction Kernel Source -----\n"); CeedCallBackend(CeedLoadSourceToBuffer(ceed, restriction_kernel_path, &restriction_kernel_source)); CeedDebug256(ceed, CEED_DEBUG_COLOR_SUCCESS, "----- Loading Restriction Kernel Source Complete! -----\n"); CeedCallBackend(CeedCompile_Hip(ceed, restriction_kernel_source, &impl->module, 8, "RESTR_ELEM_SIZE", elem_size, "RESTR_NUM_ELEM", num_elem, "RESTR_NUM_COMP", num_comp, "RESTR_NUM_NODES", num_nodes, "RESTR_COMP_STRIDE", comp_stride, "RESTR_STRIDE_NODES", strides[0], "RESTR_STRIDE_COMP", strides[1], "RESTR_STRIDE_ELEM", strides[2])); CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "StridedNoTranspose", &impl->StridedNoTranspose)); CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "StridedTranspose", &impl->StridedTranspose)); CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "OffsetNoTranspose", &impl->OffsetNoTranspose)); if (!is_deterministic) { CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "OffsetTranspose", &impl->OffsetTranspose)); } else { CeedCallBackend(CeedGetKernel_Hip(ceed, impl->module, "OffsetTransposeDet", &impl->OffsetTransposeDet)); } CeedCallBackend(CeedFree(&restriction_kernel_path)); CeedCallBackend(CeedFree(&restriction_kernel_source)); // Register backend functions CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "Apply", CeedElemRestrictionApply_Hip)); CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "ApplyUnsigned", CeedElemRestrictionApply_Hip)); CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "ApplyUnoriented", CeedElemRestrictionApply_Hip)); CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "GetOffsets", CeedElemRestrictionGetOffsets_Hip)); CeedCallBackend(CeedSetBackendFunction(ceed, "ElemRestriction", r, "Destroy", CeedElemRestrictionDestroy_Hip)); return CEED_ERROR_SUCCESS; } //------------------------------------------------------------------------------