Paddle/paddle/fluid/framework/block_desc.cc

/* Copyright (c) 2016 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/block_desc.h"
#include "paddle/fluid/framework/operator.h"
#include "paddle/fluid/framework/program_desc.h"

#include <queue>

namespace paddle {
namespace framework {

VarDesc *BlockDesc::Var(const std::string &name) {
  auto it = vars_.find(name);
  if (it != vars_.end()) {
    return it->second.get();
  }
  need_update_ = true;
  auto *var = new VarDesc(name);
  vars_[name].reset(var);
  return var;
}

VarDesc *BlockDesc::FindVar(const std::string &name) const {
  auto it = vars_.find(name);
  if (it == vars_.end()) {
    return nullptr;
  }
  return it->second.get();
}

bool BlockDesc::HasVar(const std::string &name) const {
  return vars_.find(name) != vars_.end();
}

VarDesc *BlockDesc::RenameVar(const std::string &old_name,
                              const std::string &new_name) {
  if (!this->HasVar(old_name)) {
    return nullptr;
  }
  need_update_ = true;
  auto *var = this->Var(old_name);
  VarDesc *new_var = new VarDesc(*(var->Proto()));
  new_var->SetName(new_name);
  vars_[new_name].reset(new_var);
  // rename inputs and outputs
  for (const auto &op : ops_) {
    auto *it = op.get();
    it->Rename(old_name, new_name);
  }
  vars_.erase(old_name);
  return new_var;
}

VarDesc *BlockDesc::FindVarRecursive(const std::string &name) const {
  if (name == kEmptyVarName) return nullptr;

  std::queue<const BlockDesc *> frontier;
  std::unordered_set<const BlockDesc *> visited;

  frontier.push(this);

  while (!frontier.empty()) {  // BFS
    auto cur = frontier.front();
    frontier.pop();
    if (visited.count(cur) != 0) {
      continue;
    }
    auto var = cur->FindVar(name);
    if (var != nullptr) {
      return var;
    }

    auto fwd = cur->ForwardBlock();
    auto parent = cur->ParentBlock();

    if (fwd != nullptr) {
      frontier.push(fwd);
    }
    if (parent != nullptr) {
      frontier.push(parent);
    }

    visited.insert(cur);
  }

  return nullptr;
}

VarDesc &BlockDesc::FindRecursiveOrCreateVar(const std::string &name_bytes) {
  VarDesc *res = FindVarRecursive(name_bytes);
  if (res == nullptr) {
    res = Var(name_bytes);
  }
  return *res;
}

bool BlockDesc::HasVarRecursive(const std::string &name) const {
  return FindVarRecursive(name) != nullptr;
}

std::vector<VarDesc *> BlockDesc::AllVars() const {
  std::vector<VarDesc *> res;
  for (const auto &p : vars_) {
    res.push_back(p.second.get());
  }
  return res;
}

OpDesc *BlockDesc::AppendOp() {
  need_update_ = true;
  ops_.emplace_back(new OpDesc(this));
  return ops_.back().get();
}

void BlockDesc::AppendAllocatedOp(std::unique_ptr<OpDesc> &&op_desc) {
  need_update_ = true;
  ops_.emplace_back(std::move(op_desc));
}

OpDesc *BlockDesc::PrependOp() {
  need_update_ = true;
  ops_.emplace_front(new OpDesc(this));
  return ops_.front().get();
}

OpDesc *BlockDesc::InsertOp(size_t index) {
  need_update_ = true;
  auto it = ops_.begin() + index;
  std::unique_ptr<OpDesc> new_op(new OpDesc(this));
  it = ops_.insert(it, std::move(new_op));
  return (*it).get();
}

void BlockDesc::RemoveOp(size_t s, size_t e) {
  if (ops_.begin() + s == ops_.end() || ops_.begin() + e == ops_.end()) {
    return;
  }
  auto get_vars = [](std::deque<std::unique_ptr<OpDesc>>::iterator &op,
                     std::vector<std::string> &v) {
    auto in_names = (*op)->InputArgumentNames();
    v.insert(v.end(), in_names.begin(), in_names.end());
    auto out_names = (*op)->OutputArgumentNames();
    v.insert(v.end(), out_names.begin(), out_names.end());
    std::sort(v.begin(), v.end());
    auto last = std::unique(v.begin(), v.end());
    v.erase(last, v.end());
  };
  need_update_ = true;

  for (size_t i = s; i < e; i++) {
    // since remove op one by one, every time remove the first op.
    auto op = ops_.begin() + s;

    // collect input and output variables from current delete op
    std::vector<std::string> cur_vars;
    get_vars(op, cur_vars);

    // remove current op
    ops_.erase(ops_.begin() + s);

    // collect input and output variables from other ops
    std::vector<std::string> other_vars;
    for (auto it = ops_.begin(); it != ops_.end(); it++) {
      get_vars(it, other_vars);
    }

    // variables should be deleted
    std::vector<std::string> delete_vars;
    // delete_vars = cur_vars -  cur_vars ^ other_input_vars
    std::set_difference(cur_vars.begin(), cur_vars.end(), other_vars.begin(),
                        other_vars.end(),
                        std::inserter(delete_vars, delete_vars.end()));
    // remove variables
    for (size_t i = 0; i < delete_vars.size(); i++) {
      auto name = delete_vars[i];
      auto it = vars_.find(name);
      PADDLE_ENFORCE(it != vars_.end(),
                     "%s is not in variable list, it should not be deleted",
                     name);
      vars_.erase(it);
      VLOG(3) << "deleting variable " << name;
    }
  }
}

std::vector<OpDesc *> BlockDesc::AllOps() const {
  std::vector<OpDesc *> res;
  for (const auto &op : ops_) {
    res.push_back(op.get());
  }
  return res;
}

void BlockDesc::Flush() {
  for (auto &op_desc : ops_) {
    op_desc->Flush();
  }

  if (need_update_) {
    auto &op_field = *this->desc_->mutable_ops();
    this->ClearPBOps();
    op_field.Reserve(static_cast<int>(ops_.size()));
    for (auto &op_desc : ops_) {
      op_field.AddAllocated(op_desc->Proto());
    }
    auto &var_field = *this->desc_->mutable_vars();
    this->ClearPBVars();
    var_field.Reserve(static_cast<int>(vars_.size()));
    for (auto &var_desc : vars_) {
      var_field.AddAllocated(var_desc.second->Proto());
    }
    need_update_ = false;
  }
}

BlockDesc *BlockDesc::ParentBlock() const {
  return prog_->MutableBlock(static_cast<size_t>(desc_->parent_idx()));
}

proto::BlockDesc *BlockDesc::Proto() {
  Flush();
  return desc_;
}

BlockDesc::BlockDesc(ProgramDesc *prog, proto::BlockDesc *desc)
    : prog_(prog), desc_(desc), need_update_(false) {
  for (const proto::VarDesc &var_desc : desc_->vars()) {
    vars_[var_desc.name()].reset(new VarDesc(var_desc));
  }
  for (const proto::OpDesc &op_desc : desc_->ops()) {
    ops_.emplace_back(new OpDesc(op_desc, prog, this));
  }
}

BlockDesc::BlockDesc(const BlockDesc &other, proto::BlockDesc *desc,
                     ProgramDesc *prog)
    : prog_(prog), desc_(desc) {
  need_update_ = true;
  for (auto &op : other.ops_) {
    ops_.emplace_back(new OpDesc(*op->Proto(), prog, this));
  }
  for (auto &it : other.vars_) {
    auto *var = new VarDesc(*it.second);
    vars_[it.first].reset(var);
  }
}

void BlockDesc::ClearPBOps() {
  auto ops = this->desc_->mutable_ops();
  while (!ops->empty()) {
    // we do not own the OpDesc, so release the ownership.
    ops->ReleaseLast();
  }
}

void BlockDesc::ClearPBVars() {
  auto vars = this->desc_->mutable_vars();
  while (!vars->empty()) {
    // we do not own the VarDesc, so release the ownership.
    vars->ReleaseLast();
  }
}

void BlockDesc::SetForwardBlockID(int32_t forward_block_id) {
  PADDLE_ENFORCE(!desc_->has_forward_block_idx(),
                 "Parent block ID has been set to %d. Cannot set to %d",
                 desc_->forward_block_idx(), forward_block_id);
  desc_->set_forward_block_idx(forward_block_id);
}

BlockDesc *BlockDesc::ForwardBlock() const {
  return prog_->MutableBlock(static_cast<size_t>(desc_->forward_block_idx()));
}

}  // namespace framework
}  // namespace paddle