/******************************************************************************* * 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 raver119 on 16.10.2017. // #include #include namespace nd4j { namespace ops { LegacyPairwiseTransformOp::LegacyPairwiseTransformOp() : LegacyOp::LegacyOp(2) { this->getOpDescriptor()->allowInplace(true); } LegacyPairwiseTransformOp::LegacyPairwiseTransformOp(int opNum) : LegacyOp::LegacyOp(2, opNum) { this->getOpDescriptor()->allowInplace(true); } LegacyOp* LegacyPairwiseTransformOp::clone() { return new LegacyPairwiseTransformOp(this->_opNum); } Nd4jStatus LegacyPairwiseTransformOp::validateAndExecute(Context &block) { auto x = INPUT_VARIABLE(0); auto y = INPUT_VARIABLE(1); auto z = OUTPUT_VARIABLE(0); NDArray::prepareSpecialUse({z}, {x, y}); if (!x->isSameShape(y)) { std::string sx = ShapeUtils::shapeAsString(x); std::string sy = ShapeUtils::shapeAsString(y); REQUIRE_TRUE(x->isSameShape(y) || y->isScalar(), 0, "Node_%i: For Pairwise transforms shapes of both operands should be equal but got %s vs %s", block.getNodeId(), sx.c_str(), sy.c_str()); } int opNum = block.opNum() < 0 ? this->_opNum : block.opNum(); ExtraArguments extras(*block.getTArguments()); PointersManager manager(block.launchContext(), "LegacyPairwiseTransformOp"); NativeOpExecutioner::execPairwiseTransform(block.launchContext(), opNum, x->getBuffer(), x->getShapeInfo(), x->specialBuffer(), x->specialShapeInfo(), y->getBuffer(), y->getShapeInfo(), y->specialBuffer(), y->specialShapeInfo(), z->getBuffer(), z->getShapeInfo(), z->specialBuffer(), z->specialShapeInfo(), extras.argumentsAsT(z->dataType())); manager.synchronize(); STORE_RESULT(*z); return Status::OK(); } /** * Output shape of PWT operations always the same as input[0] shape, no exclusions. */ ShapeList *LegacyPairwiseTransformOp::calculateOutputShape(ShapeList *inputShape, nd4j::graph::Context &block) { auto inShape = inputShape->at(0); Nd4jLong *newShape; COPY_SHAPE(inShape, newShape); return SHAPELIST(CONSTANT(newShape)); } } }