graph.cc

/* 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/ir/graph.h"
#include "paddle/fluid/framework/program_desc.h"
#include "paddle/fluid/framework/var_desc.h"

namespace paddle {
namespace framework {

// NOTE(paddle-dev): This graph contains circle.
Graph::Graph(const ProgramDesc &program) : program_(program) {
  VLOG(3) << "block in program:" << program_.Size();
  std::unordered_map<std::string, VarDesc *> all_vars;
  for (auto *var : program.Block(0).AllVars()) {
    all_vars.emplace(var->Name(), var);
  }

  std::map<std::string, ir::Node *> var_nodes;
  for (auto *op : program.Block(0).AllOps()) {
    ir::Node *node = CreateOpNode(op);

    for (auto &each_var_name : op->InputArgumentNames()) {
      ir::Node *var = nullptr;
      if (var_nodes.find(each_var_name) != var_nodes.end()) {
        var = var_nodes.at(each_var_name);
      } else if (all_vars.count(each_var_name) != 0) {
        var = CreateVarNode(all_vars.at(each_var_name));
        var_nodes[each_var_name] = var;
      } else {
        // TODO(paddle-dev): Seems some assumption doesn't hold?
        VLOG(3) << op->Type()
                << " input var not in all_var list: " << each_var_name;
        var = CreateEmptyNode(each_var_name, ir::Node::Type::kVariable);
        var_nodes[each_var_name] = var;
      }
      node->inputs.push_back(var);
      var->outputs.push_back(node);
    }

    for (auto &each_var_name : op->OutputArgumentNames()) {
      ir::Node *var = nullptr;
      if (var_nodes.find(each_var_name) != var_nodes.end()) {
        var = var_nodes.at(each_var_name);
      } else {
        var = CreateVarNode(all_vars.at(each_var_name));
        var_nodes[each_var_name] = var;
      }
      node->outputs.push_back(var);
      var->inputs.push_back(node);
    }
  }
}
}  // namespace framework
}  // namespace paddle