/******************************************************************************* * Copyright (c) 2015-2018 Skymind, Inc. * * 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. * * 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_roll) #include #include namespace nd4j { namespace ops { CONFIGURABLE_OP_IMPL(roll, 1, 1, true, 0, 1) { auto output = OUTPUT_VARIABLE(0); auto input = INPUT_VARIABLE(0); bool shiftIsLinear = true; //std::vector axes(input->rankOf()); int shift = INT_ARG(0); int inputLen = input->lengthOf(); if (block.isInplace()) output = input; if (shift < 0) { // convert shift to positive value between 1 and inputLen - 1 shift -= inputLen * (shift / inputLen - 1); } else // cut shift to value between 1 and inputLen - 1 shift %= inputLen; if (block.numI() > 1) shiftIsLinear = false; if (shiftIsLinear) { helpers::rollFunctorLinear(block.launchContext(), input, output, shift, block.isInplace()); } else { std::vector axes(block.numI() - 1); for (unsigned e = 0; e < axes.size(); ++e) { int axe = INT_ARG(e + 1); REQUIRE_TRUE(axe < input->rankOf() && axe >= -input->rankOf(), 0, "roll: axe value should be between -%i and %i, but %i was given.", input->rankOf(), input->rankOf() - 1, axe); axes[e] = (axe < 0? (input->rankOf() + axe) : axe); } helpers::rollFunctorFull(block.launchContext(), input, output, shift, axes, block.isInplace()); } return Status::OK(); } DECLARE_TYPES(roll) { getOpDescriptor() ->setAllowedInputTypes(nd4j::DataType::ANY) ->setAllowedOutputTypes(nd4j::DataType::ANY) ->setSameMode(true); } } } #endif