// Copyright (c) 2018 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/framework/details/ssa_graph_builder.h" namespace paddle { namespace framework { namespace details { void SSAGraphBuilder::PolishGraphToSupportDataHazards(SSAGraph *graph) { for (auto &var_map : graph->vars_) { for (auto &name_pair : var_map) { if (name_pair.second.size() <= 1) { return; } auto it_new = name_pair.second.rbegin(); auto it_old = name_pair.second.rbegin(); ++it_old; for (; it_old != name_pair.second.rend(); it_new = it_old, ++it_old) { auto *write_op = it_new->second.generated_op_; auto &read_ops = it_old->second.pending_ops_; auto *ex_write_op = it_old->second.generated_op_; if (ex_write_op == nullptr) { // Nobody write this var. continue; } for (auto *read_op : read_ops) { // Manually add a dependency var from read_op to write_op; if (read_op == write_op) { // Read Write is the same op. continue; } auto *dep_var = new DummyVarHandle(); read_op->AddOutput(dep_var); write_op->AddInput(dep_var); graph->dep_vars_.emplace(dep_var); } } } } } VarHandle *SSAGraphBuilder::CreateOrGetLatestVarHandle( SSAGraph *graph, const std::string &each_var_name, const platform::Place &place, size_t place_offset) { auto &var_holders = graph->vars_[place_offset]; auto &var_holder = var_holders[each_var_name]; VarHandle *var = nullptr; if (var_holder.empty()) { auto &init_var = var_holder[0]; init_var.place_ = place; init_var.name_ = each_var_name; init_var.generated_op_ = nullptr; init_var.version_ = 0; var = &init_var; } else { var = &var_holder.rbegin()->second; } return var; } void SSAGraphBuilder::CreateOpOutput(SSAGraph *graph, OpHandleBase *op_handle, const std::string &each_var_name, const platform::Place &place, size_t place_offset) { auto &vars = graph->vars_[place_offset][each_var_name]; size_t version = vars.size(); auto &var = vars[version]; var.version_ = version; var.name_ = each_var_name; var.place_ = place; op_handle->AddOutput(&var); } } // namespace details } // namespace framework } // namespace paddle