// 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/search_seq_fc_op.h" #include "lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool SearchSeqFcOpLite::CheckShape() const { CHECK_OR_FALSE(param_.x); CHECK_OR_FALSE(param_.w); CHECK_OR_FALSE(param_.out); return true; } bool SearchSeqFcOpLite::InferShapeImpl() const { const auto x_dims = param_.x->dims(); const auto w_dims = param_.w->dims(); const auto& x_lod = param_.x->lod(); auto out_size = param_.out_size; CHECK_EQ(x_dims.size(), 2) << "The Input(X) should be 2-D tensor."; CHECK(!x_lod.empty()) << "The Input(X) must hold lod info."; const auto& x_lod_0 = x_lod[0]; CHECK_GE(x_lod_0.size(), 2) << "The Input(X)'s lod info is corrupted."; CHECK_EQ(x_dims[0], static_cast(x_lod_0.back())) << "The Input(X)'s lod info mismatches the actual tensor shape."; CHECK_EQ(w_dims.size(), 2) << "W should be 2-D tensor."; CHECK_EQ(x_dims[1], w_dims[1]) << "Wrong shape: x_dims[1] != w_dims[1]"; CHECK_EQ(w_dims[0], out_size) << "Wrong shape: w_dims[0] != out_size"; if (param_.b != nullptr) { const auto b_dims = param_.b->dims(); CHECK_EQ(b_dims.size(), 1) << "b should be 1-D tensor."; CHECK_EQ(b_dims[0], w_dims[0]) << "Wrong shape: b_dims[0] != w_dims[0]"; } param_.out->set_lod(x_lod); param_.out->Resize({x_dims[0], w_dims[0]}); return true; } bool SearchSeqFcOpLite::AttachImpl(const cpp::OpDesc& op_desc, lite::Scope* scope) { CHECK(!op_desc.Input("X").empty()); CHECK(!op_desc.Input("W").empty()); CHECK(!op_desc.Output("Out").empty()); auto x = op_desc.Input("X").front(); auto w = op_desc.Input("W").front(); auto out = op_desc.Output("Out").front(); param_.x = scope->FindVar(x)->GetMutable(); param_.w = scope->FindVar(w)->GetMutable(); param_.out = scope->FindVar(out)->GetMutable(); param_.out_size = op_desc.GetAttr("out_size"); bool has_bias = op_desc.GetAttr("has_bias"); if (has_bias) { CHECK(!op_desc.Input("b").empty()); auto b = op_desc.Input("b").front(); param_.b = scope->FindVar(b)->GetMutable(); } return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(search_seq_fc, paddle::lite::operators::SearchSeqFcOpLite);