// Copyright (c) 2020 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/topk_pooling_op.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool TopkPoolingOp::CheckShape() const { CHECK_OR_FALSE(param_.X); CHECK_OR_FALSE(param_.Y); CHECK_OR_FALSE(param_.Out); return true; } bool TopkPoolingOp::InferShapeImpl() const { auto out_dims = param_.X->dims(); out_dims[1] *= param_.top_k; auto out = param_.Out; out->Resize(out_dims); out->set_lod(param_.X->lod()); return true; } bool TopkPoolingOp::AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) { auto x = op_desc.Input("X").front(); auto y = op_desc.Input("Y").front(); param_.X = scope->FindTensor(x); param_.Y = scope->FindTensor(y); auto output = op_desc.Output("Out").front(); param_.Out = scope->FindMutableTensor(output); param_.top_k = op_desc.GetAttr("top_k"); param_.feat_map_num = op_desc.GetAttr("feat_map_num"); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(topk_pooling, paddle::lite::operators::TopkPoolingOp);