fluid_to_ir_pass.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/inference/analysis/fluid_to_ir_pass.h"
#include "paddle/fluid/framework/executor.h"
#include "paddle/fluid/framework/ir/fuse_pass_base.h"
#include "paddle/fluid/inference/io.h"
#include "paddle/fluid/platform/device_context.h"
#include "paddle/fluid/platform/place.h"

namespace paddle {
namespace inference {
namespace analysis {

void FluidToIrPass::EnableParamModify(const std::string &model_dir,
                                      const std::string &prog_file,
                                      const std::string &param_file) {
  PADDLE_ENFORCE(argument_);
  argument_->Set(framework::ir::kParamScopeAttr, new framework::Scope);
  // Load parameters.
  VLOG(3) << "Loading parameters from " << model_dir;
  LoadParams(&argument_->Get<framework::Scope>(framework::ir::kParamScopeAttr),
             model_dir, prog_file, param_file);
}

bool FluidToIrPass::LoadParams(framework::Scope *scope, const std::string &dir,
                               const std::string &prog_file,
                               const std::string &param_file) {
  platform::CPUPlace place;
  platform::CPUDeviceContext ctx(place);
  framework::Executor executor(place);
  PADDLE_ENFORCE(argument_->origin_program_desc.get());
  framework::ProgramDesc program(*argument_->origin_program_desc);
  if ((!prog_file.empty()) && (!param_file.empty())) {
    LOG(INFO) << "load single model file from " << prog_file;
    Load(&executor, scope, prog_file, param_file);
  } else if (!dir.empty()) {
    LOG(INFO) << "load from dir " << dir;
    Load(&executor, scope, dir);
  } else {
    LOG(ERROR) << "failed to load parameters";
    return false;
  }
  return true;
}

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