// 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 // NOLINT #include #include #include #include #include "paddle/fluid/framework/data_type.h" #include "paddle/fluid/framework/executor.h" #include "paddle/fluid/framework/lod_tensor.h" #include "paddle/fluid/framework/program_desc.h" #include "paddle/fluid/framework/scope.h" #include "paddle/fluid/framework/selected_rows.h" #include "paddle/fluid/framework/var_type.h" #include "paddle/fluid/platform/macros.h" namespace paddle { namespace operators { namespace distributed { constexpr char kRequestSend[] = "RequestSend"; constexpr char kRequestGet[] = "RequestGet"; constexpr char kRequestGetMonomerVariable[] = "RequestGetMonomerVariable"; constexpr char kRequestGetMonomerBarrier[] = "RequestGetMonomerBarrier"; constexpr char kRequestPrefetch[] = "RequestPrefetch"; constexpr char kRequestCheckpoint[] = "RequestCheckpoint"; constexpr char kRequestPassBarrier[] = "RequestPassBarrier"; constexpr char kRequestGetNoBarrier[] = "GetVariableNoBarrier"; constexpr char kSendRPC[] = "SendRPC"; constexpr char kGetRPC[] = "GetRPC"; constexpr char kGetNoBarrierRPC[] = "GetNoBarrierRPC"; constexpr char kGetMonomerRPC[] = "GetMonomerRPC"; constexpr char kPrefetchRPC[] = "PrefetchRPC"; constexpr char kBatchBarrierRPC[] = "BatchBarrierRPC"; constexpr char kFetchBarrierRPC[] = "FetchBarrierRPC"; constexpr char kSendMonomerFetchBarrierRPC[] = "SendMonomerFetchBarrierRPC"; constexpr char kSendCompleteRPC[] = "SendCompleteRPC"; constexpr char kCheckPointNotifyRPC[] = "CheckPointNotifyRPC"; #define LISTEN_TERMINATE_MESSAGE "TERMINATE@RECV" #define BATCH_BARRIER_MESSAGE "BATCH_BARRIER@RECV" #define FETCH_BARRIER_MESSAGE "FETCH_BARRIER@RECV" #define COMPLETE_MESSAGE "COMPLETE@RECV" #define WITHOUT_BARRIER_MESSAGE "@WITHOUT_BARRIER@RECV" #define CHECKPOINT_SAVE_MESSAGE "SAVE@CHECKPOINTNOTIFY" #define CHECKPOINT_LOAD_MESSAGE "LOAD@CHECKPOINTNOTIFY" class RPCServer; class VarHandle { public: VarHandle(const std::string ep, const std::string& method, const std::string& name, const platform::DeviceContext* p_ctx = nullptr, const framework::Scope* p_scope = nullptr) : status_(kDefaultState) { ep_ = ep; ctx_ = p_ctx; scope_ = p_scope; name_ = name; method_ = method; } virtual ~VarHandle() {} public: bool Wait() { int ret = kDefaultState; { std::unique_lock lk(sync_mutex_); wait_cond_.wait(lk, [this] { return status_ != kDefaultState; }); ret = status_; } VLOG(7) << "VarHandle wait:" << ret; return ret != kErrorState; } void Finish(bool ok) { { std::unique_lock lk(sync_mutex_); status_ = ok ? kFinishState : kErrorState; } VLOG(7) << "VarHandle finish:" << ok; wait_cond_.notify_all(); } std::string String() const { std::ostringstream s; s << method_ << " name:[" << name_ << "], ep:[" << ep_ << "], status:[" << status_ << "]"; return s.str(); } std::string ep() const { return ep_; } const platform::DeviceContext* ctx() const { return ctx_; } const framework::Scope* scope() const { return scope_; } std::string name() const { return name_; } std::string method() const { return method_; } protected: // RPC endpoint. std::string ep_; const platform::DeviceContext* ctx_; const framework::Scope* scope_; // Variable name. std::string name_; // RPC method name. std::string method_; protected: std::mutex sync_mutex_; std::condition_variable wait_cond_; enum VarHandleStatus { kDefaultState = -1, kErrorState = 0, kFinishState = 1, }; VarHandleStatus status_; private: DISABLE_COPY_AND_ASSIGN(VarHandle); }; typedef std::shared_ptr VarHandlePtr; class RequestHandler { public: explicit RequestHandler(bool sync_mode) : sync_mode_(sync_mode), dev_ctx_(nullptr), executor_(nullptr), scope_(nullptr), program_(nullptr), rpc_server_(nullptr) {} virtual ~RequestHandler() {} // Set attributes. void SetScope(framework::Scope* scope) { scope_ = scope; } void SetDevCtx(const platform::DeviceContext* dev_ctx) { dev_ctx_ = dev_ctx; } void SetProgram(framework::ProgramDesc* program) { program_ = program; } void SetExecutor(framework::Executor* executor) { executor_ = executor; } // Used for dist lookup table prefetch void SetPrefetchPreparedCtx( std::unordered_map< std::string, std::shared_ptr>* g) { prefetch_var_name_to_prepared_ctx_ = g; } void SetCheckpointNotifyPreparedCtx( std::shared_ptr g) { checkpoint_prepared_ctx_ = g; } // Used for async. void SetGradToPreparedCtx( std::unordered_map< std::string, std::shared_ptr>* g) { grad_to_prepared_ctx_ = g; } void SetRPCServer(RPCServer* rpc_server) { rpc_server_ = rpc_server; } // Get attributes. bool sync_mode() { return sync_mode_; } framework::Scope* scope() { return scope_; } const platform::DeviceContext* dev_ctx() { return dev_ctx_; } framework::ProgramDesc* program() { return program_; } framework::Executor* executor() { return executor_; } // This function processes user's rpc request. // The implemention is in request_handler_impl. // example: // std::string varname = request_.varname(); // // auto scope = request_handler_->scope(); // auto invar = scope->FindVar(varname); // framework::Variable* outvar = nullptr; // // request_handler_->Handle(varname, scope, invar, &outvar); // if (outvar) { // SerializeToByteBuffer(varname, outvar, // *request_handler_->dev_ctx(), &reply_); // } virtual bool Handle(const std::string& varname, framework::Scope* scope, framework::Variable* var, framework::Variable** outvar, const int trainer_id, const std::string& out_var_name = "", const std::string& table_name = "") = 0; protected: const bool sync_mode_; const platform::DeviceContext* dev_ctx_; framework::Executor* executor_; framework::Scope* scope_; framework::ProgramDesc* program_; // used for distribute lookup table prefetch std::unordered_map>* prefetch_var_name_to_prepared_ctx_; // used for checkpoint notify std::shared_ptr checkpoint_prepared_ctx_; // Used for async. std::unordered_map>* grad_to_prepared_ctx_; RPCServer* rpc_server_; }; } // namespace distributed } // namespace operators } // namespace paddle