// 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_expand_as_op.h" #include "lite/core/op_lite.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool SequenceExpandAsOpLite::CheckShape() const { CHECK_OR_FALSE(param_.x) CHECK_OR_FALSE(param_.y) CHECK_OR_FALSE(param_.out) auto x_dims = param_.x->dims(); CHECK_EQ_OR_FALSE(x_dims.size(), 2) auto y_lod = param_.y->lod(); CHECK_EQ_OR_FALSE(y_lod.size(), 1) CHECK_EQ_OR_FALSE(static_cast(x_dims[0]), y_lod[0].size() - 1) return true; } bool SequenceExpandAsOpLite::InferShapeImpl() const { auto x_dims = param_.x->dims(); auto y_lod = param_.y->lod(); auto out_dims = x_dims; int64_t out_first_dim = 0; if (y_lod[0].size() <= 1) { out_first_dim = x_dims[0]; } else { for (size_t i = 1; i < y_lod[0].size(); ++i) { out_first_dim += (y_lod[0][i] - y_lod[0][i - 1]); } } out_dims[0] = out_first_dim; param_.out->Resize(out_dims); param_.out->set_lod(y_lod); return true; } bool SequenceExpandAsOpLite::AttachImpl(const cpp::OpDesc &op_desc, lite::Scope *scope) { auto x = op_desc.Input("X").front(); auto y = op_desc.Input("Y").front(); auto out = op_desc.Output("Out").front(); param_.x = scope->FindVar(x)->GetMutable(); param_.y = scope->FindVar(y)->GetMutable(); param_.out = scope->FindVar(out)->GetMutable(); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(sequence_expand_as, paddle::lite::operators::SequenceExpandAsOpLite)