// Copyright (c) 2017-2018, Lawrence Livermore National Security, LLC. // Produced at the Lawrence Livermore National Laboratory. LLNL-CODE-734707. // All Rights reserved. See files LICENSE and NOTICE for details. // // This file is part of CEED, a collection of benchmarks, miniapps, software // libraries and APIs for efficient high-order finite element and spectral // element discretizations for exascale applications. For more information and // source code availability see http://github.com/ceed. // // The CEED research is supported by the Exascale Computing Project 17-SC-20-SC, // a collaborative effort of two U.S. Department of Energy organizations (Office // of Science and the National Nuclear Security Administration) responsible for // the planning and preparation of a capable exascale ecosystem, including // software, applications, hardware, advanced system engineering and early // testbed platforms, in support of the nation's exascale computing imperative. #include "ceed-xsmm.h" //------------------------------------------------------------------------------ // Tensor Contract C=1 //------------------------------------------------------------------------------ static int CeedTensorContract_Xsmm_C1(CeedTensorContract contract, CeedInt A, CeedInt B, CeedInt C, CeedInt J, const CeedScalar *restrict t, CeedTransposeMode tmode, const CeedInt add, const CeedScalar *restrict u, CeedScalar *restrict v) { CeedScalar alpha = 1.0, beta = 1.0; char transu = 'N', transt = 'N'; if ((tmode == CEED_TRANSPOSE && C != 1) || (tmode == CEED_NOTRANSPOSE && C == 1)) transt = 'T'; if (!add) beta = 0.0; // libXSMM GEMM libxsmm_dgemm(&transt, &transu, &J, &A, &B, &alpha, &t[0], NULL, &u[0], NULL, &beta, &v[0], NULL); return 0; } //------------------------------------------------------------------------------ // Tensor Contract Apply //------------------------------------------------------------------------------ static int CeedTensorContractApply_Xsmm(CeedTensorContract contract, CeedInt A, CeedInt B, CeedInt C, CeedInt J, const CeedScalar *restrict t, CeedTransposeMode tmode, const CeedInt add, const CeedScalar *restrict u, CeedScalar *restrict v) { int ierr; CeedTensorContract_Xsmm *impl; ierr = CeedTensorContractGetData(contract, (void *)&impl); CeedChk(ierr); // Get kernel libxsmm_dmmfunction kernel; CeedHashIJKLMKey key = {B, C, J, tmode, add}; khint_t k = kh_get(m32, impl->lookup, key); CeedHashGetValue(impl->lookup, k, kernel); // Run kernel or fallback to default implementation if (C != 1) for (CeedInt a=0; alookup, kernel, libxsmm_release_kernel(&kernel)); kh_destroy(m32, impl->lookup); ierr = CeedFree(&impl); CeedChk(ierr); return 0; } //------------------------------------------------------------------------------ // Tensor Contract Create //------------------------------------------------------------------------------ int CeedTensorContractCreate_Xsmm(CeedBasis basis, CeedTensorContract contract) { int ierr; Ceed ceed; ierr = CeedTensorContractGetCeed(contract, &ceed); CeedChk(ierr); CeedTensorContract_Xsmm *impl; ierr = CeedCalloc(1, &impl); CeedChk(ierr); // Setup kernels hash table impl->lookup = kh_init(m32); // Set up pointers to kernels ierr = CeedBasisIsTensor(basis, &impl->tensorbasis); CeedChk(ierr); if (impl->tensorbasis) { ierr = CeedBasisGetNumNodes1D(basis, &impl->P); CeedChk(ierr); ierr = CeedBasisGetNumQuadraturePoints1D(basis, &impl->Q); CeedChk(ierr); ierr = CeedBasisGetDimension(basis, &impl->dim); CeedChk(ierr); // Build all required kernels for (CeedInt nelem = 1; nelem <= 8; nelem+=7) for (CeedInt add = 0; add <= 1; add++) for (CeedInt tmode = 0; tmode <= 1; tmode++) for (CeedInt grad = 0; grad <=1; grad++) for (CeedInt dim = 0; dim < impl->dim; dim++) { const int flags = LIBXSMM_GEMM_FLAGS('N', tmode ? 'T' : 'N'); CeedInt B = grad ? impl->Q : (tmode ? impl->Q : impl->P), J = grad ? impl->Q : (tmode ? impl->P : impl->Q), C = nelem*CeedIntPow(J, dim); // Add key, kernel pair to hash table CeedHashIJKLMKey key = {B, C, J, tmode, add}; int new_item; khint_t k = kh_put(m32, impl->lookup, key, &new_item); if (new_item) { // Build kernel CeedScalar alpha = 1.0, beta = 1.0; if (!add) beta = 0.0; libxsmm_dmmfunction kernel = libxsmm_dmmdispatch( C, J, B, NULL, NULL, NULL, &alpha, &beta, &flags, NULL); if (!kernel) // LCOV_EXCL_START return CeedError(ceed, 1, "LIBXSMM kernel failed to build."); // LCOV_EXCL_STOP // Add kernel to hash table kh_value(impl->lookup, k) = kernel; } } } else { ierr = CeedBasisGetNumNodes(basis, &impl->P); CeedChk(ierr); ierr = CeedBasisGetNumQuadraturePoints(basis, &impl->Q); CeedChk(ierr); ierr = CeedBasisGetDimension(basis, &impl->dim); CeedChk(ierr); // Build all required kernels for (CeedInt nelem = 1; nelem <= 8; nelem+=7) for (CeedInt add = 0; add <= 1; add++) for (CeedInt tmode = 0; tmode <= 1; tmode++) for (CeedInt grad = 1; grad <= impl->dim; grad+=impl->dim-1) { const int flags = LIBXSMM_GEMM_FLAGS('N', tmode ? 'T' : 'N'); CeedInt B = tmode ? grad*impl->Q : impl->P, J = tmode ? impl->P : grad*impl->Q, C = nelem; // Add key, kernel pair to hash table CeedHashIJKLMKey key = {B, C, J, tmode, add}; int new_item; khint_t k = kh_put(m32, impl->lookup, key, &new_item); if (new_item) { // Build kernel CeedScalar alpha = 1.0, beta = 1.0; if (!add) beta = 0.0; libxsmm_dmmfunction kernel = libxsmm_dmmdispatch( C, J, B, NULL, NULL, NULL, &alpha, &beta, &flags, NULL); if (!kernel) // LCOV_EXCL_START return CeedError(ceed, 1, "LIBXSMM kernel failed to build."); // LCOV_EXCL_STOP // Add kernel to hash table kh_value(impl->lookup, k) = kernel; } } } ierr = CeedTensorContractSetData(contract, (void *)&impl); CeedChk(ierr); ierr = CeedSetBackendFunction(ceed, "TensorContract", contract, "Apply", CeedTensorContractApply_Xsmm); CeedChk(ierr); ierr = CeedSetBackendFunction(ceed, "TensorContract", contract, "Destroy", CeedTensorContractDestroy_Xsmm); CeedChk(ierr); return 0; } //------------------------------------------------------------------------------