// 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 #include "gflags/gflags.h" #include "paddle/fluid/framework/data_type.h" #include "paddle/fluid/framework/lod_tensor.h" #include "paddle/fluid/framework/scope.h" DECLARE_int32(grpc_deadline); namespace paddle { namespace operators { namespace distributed { class RPCClient { public: RPCClient() {} virtual ~RPCClient() {} virtual bool AsyncSendVar(const std::string& ep, const platform::DeviceContext& ctx, const framework::Scope& scope, const std::string& var_name, int64_t time_out = FLAGS_grpc_deadline) = 0; virtual bool AsyncGetVar(const std::string& ep, const platform::DeviceContext& ctx, const framework::Scope& scope, const std::string& var_name, int64_t time_out = FLAGS_grpc_deadline) = 0; virtual bool AsyncPrefetchVar(const std::string& ep, const platform::DeviceContext& ctx, const framework::Scope& scope, const std::string& in_var_name, const std::string& out_var_name, int64_t time_out = FLAGS_grpc_deadline) = 0; virtual void AsyncSendBatchBarrier( const std::string& ep, int64_t time_out = FLAGS_grpc_deadline) = 0; virtual void AsyncSendFetchBarrier( const std::string& ep, int64_t time_out = FLAGS_grpc_deadline) = 0; // SendComplete tells all the server that current trainer have no more data // to train, so that the pserver can reduce it's barrier count, and continue // to train with other trainers. virtual void SendComplete() = 0; virtual void Wait() = 0; template static RPCClient* GetInstance() { std::call_once(init_flag_, &RPCClient::Init); return rpc_client_.get(); } // Init is called by GetInstance. template static void Init() { if (rpc_client_.get() == nullptr) { rpc_client_.reset(new T()); rpc_client_->InitImpl(); } } protected: virtual void InitImpl() {} private: static std::once_flag init_flag_; static std::unique_ptr rpc_client_; }; } // namespace distributed } // namespace operators } // namespace paddle