xref: /libCEED/rust/libceed-sys/c-src/backends/xsmm/ceed-xsmm-tensor.c (revision 5aed82e4fa97acf4ba24a7f10a35f5303a6798e0)
1*5aed82e4SJeremy L Thompson // Copyright (c) 2017-2024, Lawrence Livermore National Security, LLC and other CEED contributors.
24548da4eSSebastian Grimberg // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
34548da4eSSebastian Grimberg //
44548da4eSSebastian Grimberg // SPDX-License-Identifier: BSD-2-Clause
54548da4eSSebastian Grimberg //
64548da4eSSebastian Grimberg // This file is part of CEED:  http://github.com/ceed
74548da4eSSebastian Grimberg 
84548da4eSSebastian Grimberg #include <ceed.h>
94548da4eSSebastian Grimberg #include <ceed/backend.h>
104548da4eSSebastian Grimberg #include <libxsmm.h>
114548da4eSSebastian Grimberg 
124548da4eSSebastian Grimberg #include "ceed-xsmm.h"
134548da4eSSebastian Grimberg 
144548da4eSSebastian Grimberg //------------------------------------------------------------------------------
154548da4eSSebastian Grimberg // Tensor Contract Apply
164548da4eSSebastian Grimberg //------------------------------------------------------------------------------
174548da4eSSebastian Grimberg static int CeedTensorContractApply_Xsmm(CeedTensorContract contract, CeedInt A, CeedInt B, CeedInt C, CeedInt J, const CeedScalar *restrict t,
184548da4eSSebastian Grimberg                                         CeedTransposeMode t_mode, const CeedInt add, const CeedScalar *restrict u, CeedScalar *restrict v) {
194548da4eSSebastian Grimberg   Ceed ceed;
20ad70ee2cSJeremy L Thompson 
214548da4eSSebastian Grimberg   CeedCallBackend(CeedTensorContractGetCeed(contract, &ceed));
224548da4eSSebastian Grimberg 
234548da4eSSebastian Grimberg   if (C == 1) {
244548da4eSSebastian Grimberg     // Build or query the required kernel
254548da4eSSebastian Grimberg     const int                  flags_t    = LIBXSMM_GEMM_FLAGS(!t_mode ? 'T' : 'N', 'N');
264548da4eSSebastian Grimberg     const int                  flags_ab   = (!add) ? LIBXSMM_GEMM_FLAG_BETA_0 : LIBXSMM_BASIC_GEMM_FLAG_NONE;
274548da4eSSebastian Grimberg     const int                  flags      = (flags_t | flags_ab);
284548da4eSSebastian Grimberg     const libxsmm_gemm_shape   gemm_shape = (CEED_SCALAR_TYPE == CEED_SCALAR_FP64)
294548da4eSSebastian Grimberg                                                 ? libxsmm_create_gemm_shape(J, A, B, !t_mode ? B : J, B, J, LIBXSMM_DATATYPE_F64, LIBXSMM_DATATYPE_F64,
304548da4eSSebastian Grimberg                                                                             LIBXSMM_DATATYPE_F64, LIBXSMM_DATATYPE_F64)
314548da4eSSebastian Grimberg                                                 : libxsmm_create_gemm_shape(J, A, B, !t_mode ? B : J, B, J, LIBXSMM_DATATYPE_F32, LIBXSMM_DATATYPE_F32,
324548da4eSSebastian Grimberg                                                                             LIBXSMM_DATATYPE_F32, LIBXSMM_DATATYPE_F32);
334548da4eSSebastian Grimberg     const libxsmm_gemmfunction kernel = libxsmm_dispatch_gemm_v2(gemm_shape, (libxsmm_bitfield)(flags), (libxsmm_bitfield)LIBXSMM_GEMM_PREFETCH_NONE);
34ad70ee2cSJeremy L Thompson     libxsmm_gemm_param         gemm_param;
35ad70ee2cSJeremy L Thompson 
364548da4eSSebastian Grimberg     CeedCheck(kernel, ceed, CEED_ERROR_BACKEND, "LIBXSMM kernel failed to build.");
374548da4eSSebastian Grimberg 
384548da4eSSebastian Grimberg     // Run kernel
394548da4eSSebastian Grimberg     gemm_param.a.primary = (CeedScalar *)&t[0];
404548da4eSSebastian Grimberg     gemm_param.b.primary = (CeedScalar *)&u[0];
414548da4eSSebastian Grimberg     gemm_param.c.primary = (CeedScalar *)&v[0];
424548da4eSSebastian Grimberg     kernel(&gemm_param);
434548da4eSSebastian Grimberg   } else {
444548da4eSSebastian Grimberg     // Build or query the required kernel
454548da4eSSebastian Grimberg     const int                  flags_t    = LIBXSMM_GEMM_FLAGS('N', t_mode ? 'T' : 'N');
464548da4eSSebastian Grimberg     const int                  flags_ab   = (!add) ? LIBXSMM_GEMM_FLAG_BETA_0 : LIBXSMM_BASIC_GEMM_FLAG_NONE;
474548da4eSSebastian Grimberg     const int                  flags      = (flags_t | flags_ab);
484548da4eSSebastian Grimberg     const libxsmm_gemm_shape   gemm_shape = (CEED_SCALAR_TYPE == CEED_SCALAR_FP64)
494548da4eSSebastian Grimberg                                                 ? libxsmm_create_gemm_shape(C, J, B, C, !t_mode ? B : J, C, LIBXSMM_DATATYPE_F64, LIBXSMM_DATATYPE_F64,
504548da4eSSebastian Grimberg                                                                             LIBXSMM_DATATYPE_F64, LIBXSMM_DATATYPE_F64)
514548da4eSSebastian Grimberg                                                 : libxsmm_create_gemm_shape(C, J, B, C, !t_mode ? B : J, C, LIBXSMM_DATATYPE_F32, LIBXSMM_DATATYPE_F32,
524548da4eSSebastian Grimberg                                                                             LIBXSMM_DATATYPE_F32, LIBXSMM_DATATYPE_F32);
534548da4eSSebastian Grimberg     const libxsmm_gemmfunction kernel = libxsmm_dispatch_gemm_v2(gemm_shape, (libxsmm_bitfield)(flags), (libxsmm_bitfield)LIBXSMM_GEMM_PREFETCH_NONE);
54ad70ee2cSJeremy L Thompson     libxsmm_gemm_param         gemm_param;
55ad70ee2cSJeremy L Thompson 
564548da4eSSebastian Grimberg     CeedCheck(kernel, ceed, CEED_ERROR_BACKEND, "LIBXSMM kernel failed to build.");
574548da4eSSebastian Grimberg 
584548da4eSSebastian Grimberg     // Run kernel
594548da4eSSebastian Grimberg     gemm_param.b.primary = (CeedScalar *)&t[0];
604548da4eSSebastian Grimberg     for (CeedInt a = 0; a < A; a++) {
614548da4eSSebastian Grimberg       gemm_param.a.primary = (CeedScalar *)&u[a * B * C];
624548da4eSSebastian Grimberg       gemm_param.c.primary = (CeedScalar *)&v[a * J * C];
634548da4eSSebastian Grimberg       kernel(&gemm_param);
644548da4eSSebastian Grimberg     }
654548da4eSSebastian Grimberg   }
664548da4eSSebastian Grimberg   return CEED_ERROR_SUCCESS;
674548da4eSSebastian Grimberg }
684548da4eSSebastian Grimberg 
694548da4eSSebastian Grimberg //------------------------------------------------------------------------------
704548da4eSSebastian Grimberg // Tensor Contract Create
714548da4eSSebastian Grimberg //------------------------------------------------------------------------------
72a71faab1SSebastian Grimberg int CeedTensorContractCreate_Xsmm(CeedTensorContract contract) {
736e536b99SJeremy L Thompson   CeedCallBackend(CeedSetBackendFunction(CeedTensorContractReturnCeed(contract), "TensorContract", contract, "Apply", CeedTensorContractApply_Xsmm));
744548da4eSSebastian Grimberg   return CEED_ERROR_SUCCESS;
754548da4eSSebastian Grimberg }
764548da4eSSebastian Grimberg 
774548da4eSSebastian Grimberg //------------------------------------------------------------------------------
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