collective_client.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 <condition_variable>  // NOLINT
#include <string>
#include <vector>
#include "gflags/gflags.h"

#include "paddle/fluid/framework/data_type.h"
#include "paddle/fluid/framework/lod_tensor.h"
#include "paddle/fluid/framework/scope.h"
#include "paddle/fluid/operators/distributed/distributed.h"
#include "paddle/fluid/operators/distributed/request_handler.h"

DECLARE_int32(rpc_deadline);

namespace paddle {
namespace operators {
namespace distributed {

inline std::string GetSelectedRowsInfo(const framework::SelectedRows& slr) {
  std::stringstream ss;
  ss << ", height:" << slr.height() << ", rows:[";
  for (unsigned int i = 0; i < slr.rows().size(); i++) {
    if (i != slr.rows().size() - 1) {
      ss << slr.rows()[i] << ",";
    } else {
      ss << slr.rows()[i];
    }
  }
  ss << "], dims:" << slr.value().dims();
  return ss.str();
}

struct RemoteVar {
  std::string ep_;
  std::string var_name_;
  int trainer_id_{0};

  std::string String() {
    std::stringstream ss;
    ss << "ep:" << ep_ << ", var_name:" << var_name_
       << ", trainer_id:" << trainer_id_;

    return ss.str();
  }
};

class CollectiveClient {
 public:
  CollectiveClient() {
    rpc_client_.reset(new RPCCLIENT_T());
    rpc_client_->InitImpl();
  }
  virtual ~CollectiveClient() {}

  // note this function will retain the rank order.
  bool Gather(const std::vector<RemoteVar>& remote_vars,
              std::vector<const framework::SelectedRows*>* dst,
              const platform::DeviceContext& ctx, framework::Scope* scope,
              int64_t time_out = FLAGS_rpc_deadline);

  static CollectiveClient* GetInstance() {
    std::call_once(init_flag_, [&]() {
      if (client_.get() == nullptr) {
        client_.reset(new CollectiveClient());
      }
    });
    return client_.get();
  }

 private:
  std::unique_ptr<RPCClient> rpc_client_;

  static std::once_flag init_flag_;
  static std::unique_ptr<CollectiveClient> client_;
};
}  // namespace distributed
}  // namespace operators
}  // namespace paddle