/******************************************************************************* * 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 ******************************************************************************/ // // @author raver119@gmail.com // #include #include #include #include #include using namespace simdOps; namespace functions { namespace pairwise_transforms { template void PairWiseIntTransform::exec( const int opNum, void *x, Nd4jLong xEws, void *y, Nd4jLong yEws, void *z, Nd4jLong zEws, void *extraParams, Nd4jLong n, const uint64_t start, const uint64_t stop) { DISPATCH_BY_OPNUM_T(exec, PARAMS(x, xEws, y, yEws, z, zEws, extraParams, n, start, stop), PAIRWISE_INT_OPS); }; template template void PairWiseIntTransform::exec(void *vx, Nd4jLong xEws, void *vy, Nd4jLong yEws, void *vz, Nd4jLong zEws, void *vextraParams, const Nd4jLong n, const uint64_t start, const uint64_t stop) { auto x = reinterpret_cast(vx); auto y = reinterpret_cast(vy); auto z = reinterpret_cast(vz); auto extraParams = reinterpret_cast(vextraParams); if (xEws == 1 && yEws == 1 && zEws == 1) { PRAGMA_OMP_SIMD for (auto i = start; i < stop; i++) z[i] = OpType::op(x[i], y[i], extraParams); } else { PRAGMA_OMP_SIMD for (auto i = start; i < stop; i++) z[i*zEws] = OpType::op(x[i*xEws], y[i*yEws], extraParams); } } template void PairWiseIntTransform::exec( const int opNum, void *x, Nd4jLong *xShapeInfo, void *y, Nd4jLong *yShapeInfo, void *z, Nd4jLong *zShapeInfo, void *extraParams, const uint64_t start, const uint64_t stop) { DISPATCH_BY_OPNUM_T(exec, PARAMS(x, xShapeInfo, y, yShapeInfo, z, zShapeInfo, extraParams, start, stop), PAIRWISE_INT_OPS); }; template template void PairWiseIntTransform::exec(void *vx, Nd4jLong* xShapeInfo, void *vy, Nd4jLong* yShapeInfo, void *vz, Nd4jLong* zShapeInfo, void *vextraParams, const uint64_t start, const uint64_t stop) { auto x = reinterpret_cast(vx); auto y = reinterpret_cast(vy); auto z = reinterpret_cast(vz); auto extraParams = reinterpret_cast(vextraParams); auto n = shape::length(xShapeInfo); auto xEws = shape::elementWiseStride(xShapeInfo); auto yEws = shape::elementWiseStride(yShapeInfo); auto zEws = shape::elementWiseStride(zShapeInfo); if (shape::isScalar(yShapeInfo)) { uint xShapeInfoCast[MAX_RANK]; const bool canCastX = nd4j::DataTypeUtils::castShapeInfo(xShapeInfo, xShapeInfoCast); if(shape::haveSameShapeAndStrides(xShapeInfo, zShapeInfo)) { PRAGMA_OMP_SIMD for(auto i = start; i < stop; i++) { auto offset = shape::indexOffset(i, xShapeInfo, xShapeInfoCast, canCastX); z[offset] = OpType::op(x[offset], y[0], extraParams); }; } else { uint zShapeInfoCast[MAX_RANK]; const bool canCastZ = nd4j::DataTypeUtils::castShapeInfo(zShapeInfo, zShapeInfoCast); PRAGMA_OMP_SIMD for(auto i = start; i < stop; i++) { auto xOffset = shape::indexOffset(i, xShapeInfo, xShapeInfoCast, canCastX); auto zOffset = shape::indexOffset(i, zShapeInfo, zShapeInfoCast, canCastZ); z[zOffset] = OpType::op(x[xOffset], y[0], extraParams); }; } return; } const nd4j::LoopKind::Kind kindOfLoop = nd4j::LoopKind::deduceKindOfLoopXYZ(xShapeInfo, yShapeInfo, zShapeInfo); const bool sameShapesXY = shape::shapeEquals(xShapeInfo, yShapeInfo); if ((kindOfLoop == nd4j::LoopKind::EWS1 || kindOfLoop == nd4j::LoopKind::EWSNONZERO) && sameShapesXY) { exec(x, xEws, y, yEws, z, zEws, extraParams, n, start, stop); } else if ((kindOfLoop == nd4j::LoopKind::EWS1 || kindOfLoop == nd4j::LoopKind::EWSNONZERO) && !sameShapesXY) { //not same shape exec(x, xEws, y, yEws, z, zEws, extraParams, shape::length(yShapeInfo), start, stop); } else { if(shape::haveSameShapeAndStrides(xShapeInfo, yShapeInfo) && shape::haveSameShapeAndStrides(xShapeInfo, zShapeInfo)) { uint xShapeInfoCast[MAX_RANK]; const bool canCastX = nd4j::DataTypeUtils::castShapeInfo(xShapeInfo, xShapeInfoCast); PRAGMA_OMP_SIMD for (auto i = start; i < stop; i++) { auto offset = shape::indexOffset(i, xShapeInfo, xShapeInfoCast, canCastX); z[offset] = OpType::op(x[offset], y[offset], extraParams); }; } else if(shape::haveSameShapeAndStrides(xShapeInfo, yShapeInfo)) { uint xShapeInfoCast[MAX_RANK]; uint zShapeInfoCast[MAX_RANK]; const bool canCastX = nd4j::DataTypeUtils::castShapeInfo(xShapeInfo, xShapeInfoCast); const bool canCastZ = nd4j::DataTypeUtils::castShapeInfo(zShapeInfo, zShapeInfoCast); PRAGMA_OMP_SIMD for (auto i = start; i < stop; i++) { auto offset = shape::indexOffset(i, xShapeInfo, xShapeInfoCast, canCastX); auto zOffset = shape::indexOffset(i, zShapeInfo, zShapeInfoCast, canCastZ); z[zOffset] = OpType::op(x[offset], y[offset], extraParams); }; } else if(shape::haveSameShapeAndStrides(xShapeInfo, zShapeInfo)) { uint xShapeInfoCast[MAX_RANK]; uint yShapeInfoCast[MAX_RANK]; const bool canCastX = nd4j::DataTypeUtils::castShapeInfo(xShapeInfo, xShapeInfoCast); const bool canCastY = nd4j::DataTypeUtils::castShapeInfo(yShapeInfo, yShapeInfoCast); PRAGMA_OMP_SIMD for (auto i = start; i < stop; i++) { auto offset = shape::indexOffset(i, xShapeInfo, xShapeInfoCast, canCastX); auto yOffset = shape::indexOffset(i, yShapeInfo, yShapeInfoCast, canCastY); z[offset] = OpType::op(x[offset], y[yOffset], extraParams); }; } else if(shape::haveSameShapeAndStrides(yShapeInfo, zShapeInfo)) { uint xShapeInfoCast[MAX_RANK]; uint yShapeInfoCast[MAX_RANK]; const bool canCastX = nd4j::DataTypeUtils::castShapeInfo(xShapeInfo, xShapeInfoCast); const bool canCastY = nd4j::DataTypeUtils::castShapeInfo(yShapeInfo, yShapeInfoCast); PRAGMA_OMP_SIMD for (auto i = start; i < stop; i++) { auto xOffset = shape::indexOffset(i, xShapeInfo, xShapeInfoCast, canCastX); auto offset = shape::indexOffset(i, yShapeInfo, yShapeInfoCast, canCastY); z[offset] = OpType::op(x[xOffset], y[offset], extraParams); }; } else { uint xShapeInfoCast[MAX_RANK]; uint yShapeInfoCast[MAX_RANK]; uint zShapeInfoCast[MAX_RANK]; const bool canCastX = nd4j::DataTypeUtils::castShapeInfo(xShapeInfo, xShapeInfoCast); const bool canCastY = nd4j::DataTypeUtils::castShapeInfo(yShapeInfo, yShapeInfoCast); const bool canCastZ = nd4j::DataTypeUtils::castShapeInfo(zShapeInfo, zShapeInfoCast); PRAGMA_OMP_SIMD for (auto i = start; i < stop; i++) { auto xOffset = shape::indexOffset(i, xShapeInfo, xShapeInfoCast, canCastX); auto yOffset = shape::indexOffset(i, yShapeInfo, yShapeInfoCast, canCastY); auto zOffset = shape::indexOffset(i, zShapeInfo, zShapeInfoCast, canCastZ); z[zOffset] = OpType::op(x[xOffset], y[yOffset], extraParams); }; } } } BUILD_SINGLE_TEMPLATE(template class ND4J_EXPORT PairWiseIntTransform, , INTEGER_TYPES); } }