/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * * This program and the accompanying materials are made available under the * terms of the Apache License, Version 2.0 which is available at * https://www.apache.org/licenses/LICENSE-2.0. * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the * License for the specific language governing permissions and limitations * under the License. * * SPDX-License-Identifier: Apache-2.0 ******************************************************************************/ // // Created by remote on 2018-09-20. // #include <ops/ops.h> #include <loops/pairwise_transform.h> #include <types/types.h> #include <templatemath.h> #include <helpers/shape.h> #include <op_boilerplate.h> #include <OmpLaunchHelper.h> using namespace simdOps; namespace functions { namespace pairwise_transforms { template <typename X, typename Y, typename Z> void PairWiseTransform<X, Y, Z>::exec( const int opNum, void *x, Nd4jLong xEws, void *y, Nd4jLong yEws, void *z, Nd4jLong zEws, void *extraParams, Nd4jLong n) { DISPATCH_BY_OPNUM_TTT(exec, PARAMS(x, xEws, y, yEws, z, zEws, extraParams, n), PAIRWISE_TRANSFORM_OPS); }; template <typename X, typename Y, typename Z> template <typename OpType> void PairWiseTransform<X, Y, Z>::exec(void *vx, Nd4jLong xEws, void *vy, Nd4jLong yEws, void *vz, Nd4jLong zEws, void *vextraParams, const Nd4jLong n) { auto x = reinterpret_cast<X *>(vx); auto y = reinterpret_cast<Y *>(vy); auto z = reinterpret_cast<Z *>(vz); auto extraParams = reinterpret_cast<Z *>(vextraParams); nd4j::OmpLaunchHelper info(n); if (xEws == 1 && yEws == 1 && zEws == 1) { PRAGMA_OMP_PARALLEL_THREADS(info._numThreads) { auto threadNum = omp_get_thread_num(); Nd4jLong threadOffset = info.getThreadOffset(threadNum); auto xi = x + threadOffset; auto yi = y + threadOffset; auto zi = z + threadOffset; auto ulen = static_cast<unsigned int>(info.getItersPerThread(threadNum)); PRAGMA_OMP_SIMD for (Nd4jLong i = 0; i < ulen; i++) zi[i] = OpType::op(xi[i], yi[i], extraParams); } } else { PRAGMA_OMP_PARALLEL_THREADS(info._numThreads) { auto threadNum = omp_get_thread_num(); Nd4jLong threadOffset = info.getThreadOffset(threadNum); auto xi = x + xEws*threadOffset; auto yi = y + yEws*threadOffset; auto zi = z + zEws*threadOffset; auto ulen = static_cast<unsigned int>(info.getItersPerThread(threadNum)); PRAGMA_OMP_SIMD for (Nd4jLong i = 0; i < ulen; i++) zi[i*zEws] = OpType::op(xi[i*xEws], yi[i*yEws], extraParams); } } } } }