/* ****************************************************************************** * * * 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 // @author Yurii Shyrma (iuriish@yahoo.com) // #include #if NOT_EXCLUDED(OP_transpose) #include #include namespace sd { namespace ops { ////////////////////////////////////////////////////////////////////////// CUSTOM_OP_IMPL(transpose, 1, 1, false, 0, 0) { auto x = INPUT_VARIABLE(0); auto z = OUTPUT_VARIABLE(0); //Special case: empty.reshape() -> return empty if (x->isEmpty()) { REQUIRE_TRUE(z->isEmpty(), 0, "TRANSPOSE OP: when input is empty, output must also be empty"); return Status::OK(); //No op } if (block.width() == 1 && block.getIArguments()->size() == 0) { z->assign(x->transpose()); return Status::OK(); } std::vector permutationVector = block.width() > 1 ? INPUT_VARIABLE(1)->asVectorT() : *block.getIArguments(); z->assign(x->permute(permutationVector)); return Status::OK(); } DECLARE_TYPES(transpose) { getOpDescriptor() ->setAllowedInputTypes(sd::DataType::ANY) ->setSameMode(true); } DECLARE_SHAPE_FN(transpose) { auto x = INPUT_VARIABLE(0); if (block.width() == 1 && block.getIArguments()->size() == 0) return SHAPELIST(ShapeUtils::evalTranspShapeInfo(*x, block.workspace(), true)); std::vector permutationVector = block.width() > 1 ? INPUT_VARIABLE(1)->asVectorT() : *block.getIArguments(); auto outputShapeInfo = ShapeUtils::evalPermShapeInfo(permutationVector.data(), x->rankOf(), *x, block.workspace(), true); return SHAPELIST(outputShapeInfo); } } } #endif