// 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" // Utility functions for index in pointer array int CeedGetXsmmInd_Tensor(CeedInt nelem, CeedInt add, CeedTransposeMode tmode, CeedInt B, CeedInt C, CeedInt J, CeedInt currdim, CeedInt dim) { return (nelem == 8 ? 1:0)*4*2*dim + (add ? 1:0)*4*dim + (tmode ? 1:0)*2*dim + (B == J ? 1:0)*dim + currdim; } int CeedGetXsmmInd_NonTensor(CeedInt add, CeedInt P, CeedInt Q, CeedInt B, CeedInt C, CeedInt J) { return (C == 8 ? 1:0)*4*2 + (add ? 1:0)*4 + (B == P ? (J == Q ? 0:1) : (B == Q ? 2:3)); } // Default Tensor Contact 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; } // Switch for Tensor Contract 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; CeedInt blksize = 8, ind, nelem; CeedTensorContract_Xsmm *impl; ierr = CeedTensorContractGetData(contract, (void *)&impl); CeedChk(ierr); // Get nelem and current dim CeedScalar currdim = log(C/blksize) / log(J); if (!(C % blksize) && currdim - (int)currdim < 1e-15) { nelem = blksize; } else { nelem = 1; currdim = log(C) / log(J); } // Get kernel index if (impl->tensorbasis) ind = CeedGetXsmmInd_Tensor(nelem, add, tmode==CEED_TRANSPOSE?1:0, B, C, J, (CeedInt)currdim, impl->dim); else ind = CeedGetXsmmInd_NonTensor(add, impl->P, impl->Q, B, C, J); // Run kernel or fallback to default implementation if (C != 1) for (CeedInt a=0; akernels[ind](&u[a*B*C], &t[0], &v[a*J*C], NULL, NULL, NULL); else CeedTensorContract_Xsmm_C1(contract, A, B, C, J, t, tmode, add, u, v); return 0; } static int CeedTensorContractDestroy_Xsmm(CeedTensorContract contract) { int ierr; CeedTensorContract_Xsmm *impl; ierr = CeedTensorContractGetData(contract, (void *)&impl); CeedChk(ierr); ierr = CeedFree(&impl->kernels); CeedChk(ierr); ierr = CeedFree(&impl); CeedChk(ierr); return 0; } 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); // Set up pointers to kernels ierr = CeedBasisGetTensorStatus(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); // Set up kernel pointer array impl->numkernels = 2*2*4*impl->dim; ierr = CeedCalloc(impl->numkernels, &impl->kernels); CeedChk(ierr); 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); int ind = CeedGetXsmmInd_Tensor(nelem, add, tmode, B, C, J, dim, impl->dim); CeedScalar alpha = 1.0, beta = 1.0; if (!add) beta = 0.0; impl->kernels[ind] = libxsmm_dmmdispatch(C, J, B, NULL, NULL, NULL, &alpha, &beta, &flags, NULL); if (!impl->kernels[ind]) // LCOV_EXCL_START return CeedError(ceed, 1, "LIBXSMM kernel failed to build."); // LCOV_EXCL_STOP } } else { ierr = CeedBasisGetNumNodes(basis, &impl->P); CeedChk(ierr); ierr = CeedBasisGetNumQuadraturePoints(basis, &impl->Q); CeedChk(ierr); ierr = CeedBasisGetDimension(basis, &impl->dim); CeedChk(ierr); // Set up kernel pointer array impl->numkernels = 4*2*2; ierr = CeedCalloc(impl->numkernels, &impl->kernels); CeedChk(ierr); 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; int ind = CeedGetXsmmInd_NonTensor(add, impl->P, impl->Q, B, nelem, J); CeedScalar alpha = 1.0, beta = 1.0; if (!add) beta = 0.0; impl->kernels[ind] = libxsmm_dmmdispatch(nelem, J, B, NULL, NULL, NULL, &alpha, &beta, &flags, NULL); if (!impl->kernels[ind]) // LCOV_EXCL_START return CeedError(ceed, 1, "LIBXSMM kernel failed to build."); // LCOV_EXCL_STOP } } 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; }