TensorFlow-Models/syntaxnet/dragnn/core/compute_session_pool.cc

#include "dragnn/core/compute_session_pool.h"

#include <utility>

#include "dragnn/core/component_registry.h"
#include "dragnn/core/compute_session_impl.h"
#include "tensorflow/core/platform/logging.h"

namespace syntaxnet {
namespace dragnn {

using tensorflow::mutex_lock;

ComputeSessionPool::ComputeSessionPool(const MasterSpec &master_spec,
                                       const GridPoint &hyperparams)
    : master_spec_(master_spec),
      hyperparams_(hyperparams),
      num_unique_sessions_(0) {
  // Create a default component builder function. This function looks up
  // components in the component registry and returns them.
  component_builder_ = [](
      const string &component_name,
      const string &backend_type) -> std::unique_ptr<Component> {
    VLOG(2) << "Creating component " << component_name << " with backend "
            << backend_type;
    std::unique_ptr<Component> component(Component::Create(backend_type));
    return component;
  };

  // Create a default session builder function. This function returns a
  // ComputeSessionImpl that uses the currently set component_builder_
  // function to create its components.
  session_builder_ = [this]() {
    return std::unique_ptr<ComputeSession>(
        new ComputeSessionImpl(num_unique_sessions_, this->component_builder_));
  };
}

ComputeSessionPool::~ComputeSessionPool() {
  LOG(INFO) << "Destroying pool: total number of sessions created = "
            << num_unique_sessions_;
  if (sessions_.size() < num_unique_sessions_) {
    LOG(WARNING) << "Destroying pool: number of unreturned sessions = "
                 << (num_unique_sessions_ - sessions_.size());
  }
}

void ComputeSessionPool::SetComputeSessionBuilder(
    std::function<std::unique_ptr<ComputeSession>()> session_builder) {
  mutex_lock lock(lock_);
  session_builder_ = std::move(session_builder);
}

void ComputeSessionPool::SetComponentBuilder(
    std::function<std::unique_ptr<Component>(const string &component_name,
                                             const string &backend_type)>
        component_builder) {
  mutex_lock lock(lock_);
  component_builder_ = std::move(component_builder);
}

std::unique_ptr<ComputeSession> ComputeSessionPool::GetSession() {
  mutex_lock lock(lock_);
  std::unique_ptr<ComputeSession> session_ptr;
  if (sessions_.empty()) {
    // There are no available sessions, so create and initialize one.
    VLOG(2) << "Creating new session.";
    session_ptr = session_builder_();
    num_unique_sessions_++;
    session_ptr->Init(master_spec_, hyperparams_);
  } else {
    // Get the last free session, and remove it from the free sessions vector.
    VLOG(2) << "Reusing session from pool of size " << sessions_.size();
    session_ptr = std::move(sessions_.back());
    sessions_.pop_back();

    session_ptr->ResetSession();
  }
  return session_ptr;
}

void ComputeSessionPool::ReturnSession(
    std::unique_ptr<ComputeSession> session) {
  mutex_lock lock(lock_);
  sessions_.push_back(std::move(session));
}

}  // namespace dragnn
}  // namespace syntaxnet