// Copyright (c) 2019 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://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. #include "lite/operators/pixel_shuffle_op.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool PixelShuffleOpLite::CheckShape() const { CHECK_OR_FALSE(param_.x); CHECK_OR_FALSE(param_.output); CHECK_OR_FALSE(param_.upscale_factor); const auto x_dims = param_.x->dims(); const auto upscale_factor = param_.upscale_factor; CHECK_EQ_OR_FALSE(x_dims[1] % (upscale_factor * upscale_factor), 0); return true; } bool PixelShuffleOpLite::InferShapeImpl() const { const auto x_dims = param_.x->dims(); const auto upscale_factor = param_.upscale_factor; auto output_dims = x_dims; output_dims[0] = x_dims[0]; output_dims[1] = x_dims[1] / (upscale_factor * upscale_factor); output_dims[2] = x_dims[2] * upscale_factor; output_dims[3] = x_dims[3] * upscale_factor; param_.output->Resize(output_dims); return true; } bool PixelShuffleOpLite::AttachImpl(const cpp::OpDesc& opdesc, lite::Scope* scope) { auto input = opdesc.Input("X").front(); auto out = opdesc.Output("Out").front(); param_.x = scope->FindVar(input)->GetMutable(); param_.output = scope->FindVar(out)->GetMutable(); if (opdesc.HasAttr("upscale_factor")) { param_.upscale_factor = opdesc.GetAttr("upscale_factor"); } return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(pixel_shuffle, paddle::lite::operators::PixelShuffleOpLite);