/******************************************************************************* * 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 #include namespace sd { namespace ops { LegacyScalarOp::LegacyScalarOp() : LegacyOp::LegacyOp(1) { this->getOpDescriptor()->allowInplace(true); } LegacyScalarOp::LegacyScalarOp(int opNum) : LegacyOp::LegacyOp(1, opNum){ this->getOpDescriptor()->allowInplace(true); } LegacyOp* LegacyScalarOp::clone() { return new LegacyScalarOp(this->_opNum, *this->_scalar); } LegacyScalarOp::LegacyScalarOp(int opNum, NDArray &scalar) : LegacyOp::LegacyOp(1, opNum){ _scalar = new NDArray(scalar.dup(scalar.ordering())); } ShapeList *LegacyScalarOp::calculateOutputShape(ShapeList *inputShape, sd::graph::Context &block) { auto inShape = inputShape->at(0); Nd4jLong *newShape; COPY_SHAPE(inShape, newShape); return SHAPELIST(CONSTANT(newShape)); } Nd4jStatus LegacyScalarOp::validateAndExecute(Context &block) { auto x = INPUT_VARIABLE(0); auto z = OUTPUT_VARIABLE(0); int opNum = block.opNum() < 0 ? this->_opNum : block.opNum(); ExtraArguments extras(*block.getTArguments()); PointersManager manager(block.launchContext(), "LegacyScalarOp"); if (block.width() > 1) { auto y = INPUT_VARIABLE(1); NDArray::prepareSpecialUse({z}, {x, y}); NativeOpExecutioner::execScalar(block.launchContext(), opNum, x->buffer(), x->shapeInfo(), x->specialBuffer(), x->specialShapeInfo(), z->buffer(), z->shapeInfo(), z->specialBuffer(), z->specialShapeInfo(), y->buffer(), y->shapeInfo(), y->specialBuffer(), y->specialShapeInfo(), extras.argumentsAsT(z->dataType())); NDArray::registerSpecialUse({z}, {x, y}); } else if (block.getTArguments()->size() > 0) { auto y = NDArrayFactory::create(x->dataType(), T_ARG(0), block.launchContext()); x->applyScalarArr(static_cast(opNum), y, *z); // NDArray::prepareSpecialUse({z}, {x, &y}); // NativeOpExecutioner::execScalar(block.launchContext(), opNum, x->buffer(), x->shapeInfo(), x->specialBuffer(), x->specialShapeInfo(), z->buffer(), z->shapeInfo(), z->specialBuffer(), z->specialShapeInfo(), y.buffer(), y.shapeInfo(), y.specialBuffer(), y.special(), extras.argumentsAsT(z->dataType(), 1)); manager.synchronize(); } else { NDArray::prepareSpecialUse({z}, {x, _scalar}); NativeOpExecutioner::execScalar(block.launchContext(), opNum, x->buffer(), x->shapeInfo(), x->specialBuffer(), x->specialShapeInfo(), z->buffer(), z->shapeInfo(), z->specialBuffer(), z->specialShapeInfo(), _scalar->buffer(), _scalar->shapeInfo(), _scalar->specialBuffer(), _scalar->specialShapeInfo(), extras.argumentsAsT(z->dataType())); NDArray::registerSpecialUse({z}, {x, _scalar}); } return Status::OK(); } } }