// 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/distribute_fpn_proposals_op.h" #include #include "lite/core/op_lite.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool DistributeFpnProposalsOpLite::CheckShape() const { CHECK_OR_FALSE(param_.fpn_rois); CHECK_OR_FALSE(param_.restore_index); CHECK_OR_FALSE(param_.multi_fpn_rois.size() > 1); CHECK_OR_FALSE(param_.max_level >= param_.min_level); size_t num_out_rois = static_cast(param_.max_level - param_.min_level + 1); CHECK_OR_FALSE(num_out_rois == param_.multi_fpn_rois.size()); return true; } bool DistributeFpnProposalsOpLite::InferShapeImpl() const { int num_out_rois = param_.max_level - param_.min_level + 1; for (int i = 0; i < num_out_rois; i++) { param_.multi_fpn_rois[i]->Resize({-1, 4}); } param_.restore_index->Resize({-1, 1}); return true; } bool DistributeFpnProposalsOpLite::AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) { auto fpn_rois = op_desc.Input("FpnRois").front(); param_.fpn_rois = scope->FindVar(fpn_rois)->GetMutable(); auto multi_fpn_rois = op_desc.Output("MultiFpnRois"); for (const auto &name : multi_fpn_rois) { param_.multi_fpn_rois.push_back( scope->FindVar(name)->GetMutable()); } auto restore_index = op_desc.Output("RestoreIndex").front(); param_.restore_index = scope->FindVar(restore_index)->GetMutable(); param_.min_level = op_desc.GetAttr("min_level"); param_.max_level = op_desc.GetAttr("max_level"); param_.refer_level = op_desc.GetAttr("refer_level"); param_.refer_scale = op_desc.GetAttr("refer_scale"); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(distribute_fpn_proposals, paddle::lite::operators::DistributeFpnProposalsOpLite);