/* ****************************************************************************** * * * 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_permute) #include #include namespace sd { namespace ops { ////////////////////////////////////////////////////////////////////////// // here iArgs is int vector of ordered set of dimensions to be permuted CUSTOM_OP_IMPL(permute, 1, 1, true, 0, -2) { auto x = INPUT_VARIABLE(0); auto z = OUTPUT_VARIABLE(0); if (x->isEmpty()) { REQUIRE_TRUE(z->isEmpty(), 0, "PERMUTE OP: when input is empty, output must also be empty"); return Status::OK; // No op } if (block.width() == 1 && block.getIArguments()->size() == 0) { NDArray *t = x->transpose(); z->assign(t); // FIXED: transpose() returns a view - only delete if not a view if (t != nullptr && !t->isView()) { delete t; } return Status::OK; } std::vector permutationVector = block.width() > 1 ? INPUT_VARIABLE(1)->asVectorT() : *block.getIArguments(); if(permutationVector.size() != static_cast(x->rankOf())) { sd_printf("PERMUTE OP: permutation vector size was %d and x input rank was %d\n",permutationVector.size(),x->rankOf()); } REQUIRE_TRUE(permutationVector.size() == static_cast(x->rankOf()),permutationVector.size(),"PERMUTE OP: number of permutations is less in size than input rank."); z->assign(x->permute(permutationVector, false, false)); return Status::OK; } ////////////////////////////////////////////////////////////////////////// DECLARE_TYPES(permute) { getOpDescriptor()->setAllowedInputTypes(0, ANY)->setAllowedInputTypes(1, {ALL_INTS})->setSameMode(true); } ////////////////////////////////////////////////////////////////////////// DECLARE_SHAPE_FN(permute) { auto x = INPUT_VARIABLE(0); if (block.width() == 1 && block.getIArguments()->size() == 0) { auto ret = ShapeUtils::evalTransposeShapeInfo(*x, block.workspace(), true); return SHAPELIST(ret); } 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); } } // namespace ops } // namespace sd #endif