// 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/lookup_table_op.h" #include "lite/core/op_lite.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool LookupTableOpLite::CheckShape() const { CHECK_OR_FALSE(param_.W) CHECK_OR_FALSE(param_.Ids) CHECK_OR_FALSE(param_.Out) auto table_dims = param_.W->dims(); auto ids_dims = param_.Ids->dims(); int ids_rank = ids_dims.size(); CHECK_EQ_OR_FALSE(table_dims.size(), 2) CHECK_EQ_OR_FALSE(ids_dims[ids_rank - 1], 1) return true; } bool LookupTableOpLite::InferShape() const { auto table_dims = param_.W->dims(); auto ids_dims = param_.Ids->dims(); int ids_rank = ids_dims.size(); auto output_dims = ids_dims.Slice(0, ids_rank - 1); std::vector out_dims; for (int i = 0; i < ids_rank - 1; ++i) { out_dims.push_back(ids_dims[i]); } out_dims.push_back(table_dims[1]); param_.Out->Resize(lite::DDim{out_dims}); param_.Out->set_lod(param_.Ids->lod()); return true; } bool LookupTableOpLite::AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) { auto input = op_desc.Input("W").front(); auto ids = op_desc.Input("Ids").front(); auto out = op_desc.Output("Out").front(); param_.W = scope->FindVar(input)->GetMutable(); param_.Ids = scope->FindVar(ids)->GetMutable(); param_.Out = scope->FindVar(out)->GetMutable(); param_.padding_idx = op_desc.GetAttr("padding_idx"); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(lookup_table, paddle::lite::operators::LookupTableOpLite)