// 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 "paddle/fluid/lite/operators/concat_op.h" #include "paddle/fluid/lite/core/op_lite.h" #include "paddle/fluid/lite/core/op_registry.h" namespace paddle { namespace lite { namespace operators { bool ConcatOpLite::CheckShape() const { CHECK_GT_OR_FALSE(param_.x.size(), 1UL); CHECK_OR_FALSE(param_.output); return true; } bool ConcatOpLite::InferShape() const { std::vector input_dims; for (auto p : param_.x) { input_dims.push_back(p->dims().data()); } size_t axis = static_cast(param_.axis); const size_t n = input_dims.size(); CHECK_GT_OR_FALSE(n, 0); auto &out_dims = input_dims[0]; size_t in_zero_dims_size = out_dims.size(); for (size_t i = 1; i < n; i++) { for (size_t j = 0; j < in_zero_dims_size; j++) { if (j == axis) { out_dims[axis] += input_dims[i][j]; } else { CHECK_EQ_OR_FALSE(out_dims[j], input_dims[i][j]); } } } if (out_dims[axis] < 0) { out_dims[axis] = -1; } // Set output dims param_.output->Resize(lite::DDim(out_dims)); return true; } // TODO(Superjomn) replace framework::OpDesc with a lite one. bool ConcatOpLite::AttachImpl(const OpDesc &op_desc, lite::Scope *scope) { auto inputs = op_desc.Input("X"); auto out = op_desc.Output("Out").front(); for (auto var : inputs) { param_.x.push_back(scope->FindVar(var)->GetMutable()); } CHECK(scope->FindVar(out)); param_.output = scope->FindVar(out)->GetMutable(); param_.axis = GetAttr(op_desc.GetAttr("axis")); return true; } } // namespace operators } // namespace lite } // namespace paddle REGISTER_LITE_OP(concat, paddle::lite::operators::ConcatOpLite);