/* ****************************************************************************** * * * 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 Yurii Shyrma (iuriish@yahoo.com) // #include #if NOT_EXCLUDED(OP_repeat) #include namespace sd { namespace ops { ////////////////////////////////////////////////////////////////////////// // here iArgs is int vector of repeats at the beginning and last element in iArgs is dimension CUSTOM_OP_IMPL(repeat, 1, 1, true, 0, -1) { auto input = INPUT_VARIABLE(0); auto output = OUTPUT_VARIABLE(0); std::vector repeats = *block.getIArguments(); const int axis = repeats.back() < 0 ? repeats.back() + input->rankOf() : repeats.back(); repeats.pop_back(); REQUIRE_TRUE(0 <= axis && axis < input->rankOf(), 0, "CUSTOM REPEAT OP: wrong axis argument it should be less then input array rank %i, but got %i instead !", input->rankOf(), axis); REQUIRE_TRUE(repeats.size() == 1 || repeats.size() == input->sizeAt(axis), 0, "CUSTOM REPEAT OP: wrong axis argument, size of repeats vector must be 1 or equal to dimension at given axis, but got repeats.size = %i and axis = %i !", repeats.size(), axis); input->repeat(axis, repeats, *output); return Status::OK(); } DECLARE_TYPES(repeat) { getOpDescriptor() ->setAllowedInputTypes(sd::DataType::ANY) ->setSameMode(true); } DECLARE_SHAPE_FN(repeat) { auto input = INPUT_VARIABLE(0); std::vector repeats = *block.getIArguments(); const int axis = repeats.back() < 0 ? repeats.back() + input->rankOf() : repeats.back(); repeats.pop_back(); auto outShape = ShapeUtils::evalRepeatShape(axis, repeats, *input); return SHAPELIST(ConstantShapeHelper::getInstance().createShapeInfo(ShapeDescriptor(input->dataType(), input->ordering(), outShape))); } } } #endif