/* Copyright 2018 The TensorFlow 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.
==============================================================================*/

#ifndef TENSORFLOW_CORE_GRAPPLER_OPTIMIZERS_LOOP_OPTIMIZER_H_
#define TENSORFLOW_CORE_GRAPPLER_OPTIMIZERS_LOOP_OPTIMIZER_H_

#include <unordered_set>
#include "tensorflow/core/grappler/costs/graph_properties.h"
#include "tensorflow/core/grappler/optimizers/graph_optimizer.h"
#include "tensorflow/core/grappler/utils.h"
#include "tensorflow/core/grappler/utils/frame.h"
#include "tensorflow/core/protobuf/rewriter_config.pb.h"

namespace tensorflow {
namespace grappler {

constexpr char kLoopOptimizer[] = "LoopOptimizer";

class LoopOptimizer : public GraphOptimizer {
 public:
  LoopOptimizer()
      : opt_level_(RewriterConfig::ON),
        options_(LoopOptimizerOptions::Default(RewriterConfig::ON)) {}
  explicit LoopOptimizer(RewriterConfig::Toggle opt_level)
      : opt_level_(opt_level),
        options_(LoopOptimizerOptions::Default(RewriterConfig::ON)) {}

  ~LoopOptimizer() override {}

  string name() const override { return "loop_optimizer"; };

  Status Optimize(Cluster* cluster, const GrapplerItem& item,
                  GraphDef* optimized_graph) override;

  void Feedback(Cluster* cluster, const GrapplerItem& item,
                const GraphDef& optimized_graph, double result) override;

 private:
  friend class LoopOptimizerTest;

  // Granular control for loop optimizer stages.
  struct LoopOptimizerOptions {
    bool enable_loop_invariant_node_motion = false;
    bool enable_stack_push_removal = true;

    static LoopOptimizerOptions Default(RewriterConfig::Toggle opt_level) {
      LoopOptimizerOptions options;
      if (opt_level == RewriterConfig::AGGRESSIVE) {
        options.enable_loop_invariant_node_motion = true;
      }
      return options;
    }
  };

  RewriterConfig::Toggle opt_level_;
  LoopOptimizerOptions options_;
};

}  // end namespace grappler
}  // end namespace tensorflow

#endif  // TENSORFLOW_CORE_GRAPPLER_OPTIMIZERS_LOOP_OPTIMIZER_H_
