fluid_to_ir_pass.h

// 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.

#pragma once

#include "paddle/fluid/inference/analysis/ir_pass_manager.h"
#include "paddle/fluid/inference/analysis/pass.h"

namespace paddle {
namespace inference {
namespace analysis {

class FluidToIrPass final : public DataFlowGraphPass {
 public:
  FluidToIrPass() = default;

  bool Initialize(Argument *argument) override {
    ANALYSIS_ARGUMENT_CHECK_FIELD(argument);
    if (argument->origin_program_desc) {
      LOG(WARNING) << "argument's origin_program_desc is already set, might "
                      "duplicate called";
    }
    // set fluid model program path
    if (!argument->fluid_model_program_path) {
      ANALYSIS_ARGUMENT_CHECK_FIELD(argument->fluid_model_dir);
      argument->fluid_model_program_path.reset(
          new std::string(*argument->fluid_model_dir + "/__model__"));
    }
    ANALYSIS_ARGUMENT_CHECK_FIELD(argument->fluid_model_program_path);
    // Load program.
    auto program = LoadProgramDesc(*argument->fluid_model_program_path);
    argument->origin_program_desc.reset(
        new framework::proto::ProgramDesc(program));
    // Create main data flow graph.
    if (!argument->main_dfg) {
      argument->main_dfg.reset(new DataFlowGraph);
    }
    // Persist the ProgramDesc in graph's attribute. The IR graph just keep the
    // address, will segfault if the original ProgramDesc destroys.
    auto &ir_program_p = argument->main_dfg->Attr("ir_program_desc").Pointer();
    ir_program_p = new framework::ProgramDesc(program);

    argument_ = argument;
    return true;
  }

  bool Finalize() override { return true; }

  void Run(DataFlowGraph *graph) override {
    // Call all the IR Passes
    IRPassManager ir_passes(*static_cast<framework::ProgramDesc *>(
        argument_->main_dfg->Attr("ir_program_desc").Pointer()));
    ir_passes.Apply(std::vector<std::string>(
        {// Manual update the passes here.
         "graph_viz_pass", "infer_clean_graph_pass", "graph_viz_pass",
         "fc_fuse_pass", "graph_viz_pass"}));

    PADDLE_ENFORCE(argument_->main_dfg.get());
    argument_->main_dfg->Build(ir_passes.graph());
    // PADDLE_ENFORCE(argument_->main_dfg->IsFullyConnected());
  }

  std::string repr() const override { return "fluid-to-ir-pass"; }

 private:
  Argument *argument_{nullptr};
};

}  // namespace analysis
}  // namespace inference
}  // namespace paddle