/* ****************************************************************************** * * * 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 ******************************************************************************/ // // @author raver119@gmail.com // #include #if NOT_EXCLUDED(OP_) #include #include namespace sd { namespace ops { CUSTOM_OP_IMPL(flatten, -1, 1, false, 0, 1) { auto output = OUTPUT_VARIABLE(0); auto zType = output->dataType(); auto xType = INPUT_VARIABLE(0)->dataType(); REQUIRE_TRUE(xType == zType, 0, "Flatten: output array must have same data type as input arrays"); std::vector arrays(block.width()); for (int e = 0; e < block.width(); e++) { auto input = INPUT_VARIABLE(e); REQUIRE_TRUE(xType == input->dataType(), 0, "Flatten: all input arrays must have the same data type"); arrays[e] = input; } char order = (char) INT_ARG(0); helpers::flatten(block.launchContext(), arrays, output, order); return Status::OK(); } DECLARE_TYPES(flatten) { getOpDescriptor()->setAllowedInputTypes({ALL_INTS, ALL_FLOATS, sd::DataType::BOOL}); getOpDescriptor()->setAllowedOutputTypes(0, {ALL_FLOATS, ALL_INTS, sd::DataType::BOOL}); } DECLARE_SHAPE_FN(flatten) { Nd4jLong length = 0; sd::DataType dtype = ArrayOptions::dataType(inputShape->at(0)); for (int e = 0; e < inputShape->size(); e++) { length += shape::length(inputShape->at(e)); REQUIRE_TRUE(dtype == ArrayOptions::dataType(inputShape->at(e)), 0, "Flatten: all input arrays must have the same datatype"); } return SHAPELIST(ConstantShapeHelper::getInstance().vectorShapeInfo(length, dtype)); } } } #endif