// 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/kernels/xpu/bridges/graph.h" #include #include "lite/kernels/xpu/bridges/utility.h" namespace paddle { namespace lite { namespace subgraph { namespace xpu { std::shared_ptr Graph::AddNode(const std::string& name, const xtcl::xExpr& layer, PrecisionType precision, DataLayoutType layout) { auto unique_name = [&](const std::string& key) { int idx = 1; auto it = counts_.find(key); if (it == counts_.end()) { counts_.insert(std::make_pair(key, idx)); } else { idx = ++(it->second); } return key + "_" + std::to_string(idx); }; auto it = nodes_.find(name); if (it != nodes_.end()) { // Only variable can rebind the name CHECK(!it->second.second.persistable()) << "[XPU] Node " << name << " redefined."; // Generate a new unique name as the key to bind the origin node if the // origin node isn't a const node: new_name->node nodes_.insert(std::make_pair(unique_name(name + "_var"), it->second)); nodes_.erase(it); } // Create a new node and bind with the name: name->new_node auto node = std::make_shared(layer); nodes_.insert(std::make_pair( name, std::make_pair(node, Type(precision, layout, false)))); builder_.SetLayer(unique_name(name + "_op")); return node; } // Const node std::shared_ptr Graph::AddNode(const std::string& name, const Tensor& tensor, PrecisionType precision, DataLayoutType layout) { return AddNode(name, tensor, tensor.dims().Vectorize(), precision, layout); } std::shared_ptr Graph::AddNode(const std::string& name, const Tensor& tensor, std::vector shape, PrecisionType precision, DataLayoutType layout) { CHECK(!HasNode(name)) << "[NPU] Node " << name << " redefined."; auto node = std::make_shared(builder_.CreateTensor( name, CvtShape(shape), CvtPrecisionType(precision))); nodes_.insert(std::make_pair( name, std::make_pair(node, Type(precision, layout, true)))); params_.emplace( std::make_pair(name, *CvtTensor(tensor, shape, precision, layout))); return node; } // Data node std::shared_ptr Graph::AddNode(const std::string& name, std::vector shape, PrecisionType precision, DataLayoutType layout) { CHECK(!HasNode(name)) << "[NPU] Node " << name << " redefined."; auto node = std::make_shared(builder_.CreateTensor( name, CvtShape(shape), CvtPrecisionType(precision))); nodes_.insert(std::make_pair( name, std::make_pair(node, Type(precision, layout, false)))); return node; } } // namespace xpu } // namespace subgraph } // namespace lite } // namespace paddle