// 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. // 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/sequence_topk_avg_pooling_op.h" #include "lite/core/op_lite.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool SequenceTopkAvgPoolingOpLite::CheckShape() const { CHECK_OR_FALSE(param_.X); CHECK_OR_FALSE(param_.ROW); CHECK_OR_FALSE(param_.COLUMN); CHECK_OR_FALSE(param_.Out); CHECK_OR_FALSE(param_.pos); return true; } bool SequenceTopkAvgPoolingOpLite::InferShapeImpl() const { int channel_num = param_.channel_num; std::vector topks = param_.topks; auto row_dim = param_.ROW->dims(); auto num_k = topks.size(); auto row_shape_0 = row_dim[0]; std::vector vec_out_shape; vec_out_shape.push_back(row_shape_0); vec_out_shape.push_back(channel_num * num_k); param_.Out->Resize(lite::DDim(vec_out_shape)); param_.Out->set_lod(param_.ROW->lod()); return true; } bool SequenceTopkAvgPoolingOpLite::AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) { auto X = op_desc.Input("X").front(); auto ROW = op_desc.Input("ROW").front(); auto COLUMN = op_desc.Input("COLUMN").front(); auto Out = op_desc.Output("Out").front(); auto pos = op_desc.Output("pos").front(); param_.X = scope->FindVar(X)->GetMutable(); param_.ROW = scope->FindVar(ROW)->GetMutable(); param_.COLUMN = scope->FindVar(COLUMN)->GetMutable(); param_.Out = scope->FindVar(Out)->GetMutable(); param_.pos = scope->FindVar(pos)->GetMutable(); param_.channel_num = op_desc.GetAttr("channel_num"); param_.topks = op_desc.GetAttr>("topks"); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(sequence_topk_avg_pooling, paddle::lite::operators::SequenceTopkAvgPoolingOpLite);