/* ****************************************************************************** * * * 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. * * See the NOTICE file distributed with this work for additional * information regarding copyright ownership. * 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 12.10.2017. // #include #if NOT_EXCLUDED(OP_tear) #include #include #include namespace sd { namespace ops { CUSTOM_OP_IMPL(tear, 1, -1, false, 0, -1) { auto input = INPUT_VARIABLE(0); REQUIRE_TRUE(!block.getIArguments()->empty(), 0, "At least 1 dimension should be specified for Tear"); std::vector dims(*block.getIArguments()); for (auto &v: dims) REQUIRE_TRUE(v >= 0 && v < input->rankOf(), 0, "Tear dimensions should be non-negative values, and lower then input rank. Got %i instead", v); auto tads = input->allTensorsAlongDimension(dims); for (Nd4jLong e = 0; e < tads.size(); e++) { auto outE = OUTPUT_VARIABLE(e); outE->assign(tads.at(e)); // just for debugging purposes this->storeResult(block, e, *outE); } return Status::OK(); } DECLARE_SHAPE_FN(tear) { auto inShape = inputShape->at(0); std::vector dims(*block.getIArguments()); if (dims.size() > 1) std::sort(dims.begin(), dims.end()); auto tadPack = sd::ConstantTadHelper::getInstance().tadForDimensions(inShape, dims); auto numTads = tadPack.numberOfTads(); auto result = SHAPELIST(); for (Nd4jLong e = 0; e < numTads; e++) { auto newShape = ConstantShapeHelper::getInstance().createShapeInfo(block.dataType(), shape::order(inShape), shape::rank(tadPack.primaryShapeInfo()), shape::shapeOf(tadPack.primaryShapeInfo())); result->push_back(newShape); } return result; } DECLARE_TYPES(tear) { getOpDescriptor() ->setAllowedInputTypes(sd::DataType::ANY) ->setSameMode(true); } } } #endif