// 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/topk_op.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool TopkOp::CheckShape() const { CHECK_OR_FALSE(param_.X); return true; } bool TopkOp::InferShape() const { auto out_dims = param_.X->dims(); out_dims[out_dims.size() - 1] = param_.K; auto out = param_.Out; out->Resize(out_dims); auto out_lod = out->mutable_lod(); *out_lod = param_.X->lod(); auto ind = param_.Indices; ind->Resize(out_dims); auto ind_lod = out->mutable_lod(); *ind_lod = param_.X->lod(); return true; } bool TopkOp::AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) { auto x = op_desc.Input("X").front(); param_.X = scope->FindVar(x)->GetMutable(); auto outputs0 = op_desc.Output("Out").front(); auto outputs1 = op_desc.Output("Indices").front(); param_.Out = scope->FindVar(outputs0)->GetMutable(); param_.Indices = scope->FindVar(outputs1)->GetMutable(); param_.K = op_desc.GetAttr("k"); CHECK(param_.X); CHECK_GE(param_.K, 1) << "topK param is not valid"; return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(top_k, paddle::lite::operators::TopkOp);