// 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/affine_grid_op.h" #include #include "lite/core/op_lite.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool AffineGridOpLite::CheckShape() const { CHECK_OR_FALSE(param_.X); CHECK_OR_FALSE(param_.Out); const auto x_dims = param_.X->dims(); CHECK_OR_FALSE(x_dims.size() == 3); CHECK_OR_FALSE(x_dims[1] == 2 && x_dims[2] == 3); if (param_.output_shape.size() != 0) { CHECK_OR_FALSE(param_.output_shape.size() == 4); } return true; } bool AffineGridOpLite::InferShapeImpl() const { int N = param_.X->dims()[0]; int H, W; if (param_.output_shape.size() == 0) { const auto out_shape = param_.OutputShape->dims(); H = out_shape[2]; W = out_shape[3]; } else { H = param_.output_shape[2]; W = param_.output_shape[3]; } param_.Out->Resize(std::vector({N, H, W, 2})); return true; } bool AffineGridOpLite::AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) { auto x = op_desc.Input("Theta").front(); auto output = op_desc.Output("Output").front(); param_.X = scope->FindVar(x)->GetMutable(); param_.output_shape = op_desc.GetAttr>("output_shape"); param_.Out = scope->FindVar(output)->GetMutable(); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(affine_grid, paddle::lite::operators::AffineGridOpLite);