// 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 #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/op_registry.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/operators/distributed/request_handler.h" namespace paddle { namespace operators { namespace distributed { class RequestSendHandler final : public RequestHandler { public: explicit RequestSendHandler(bool sync_mode, bool enable_dc_asgd = false) : RequestHandler(sync_mode) { enable_dc_asgd_ = enable_dc_asgd; } virtual ~RequestSendHandler() {} 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 = "") override; private: bool enable_dc_asgd_; }; class RequestGetHandler final : public RequestHandler { public: explicit RequestGetHandler(bool sync_mode, bool enable_dc_asgd = false) : RequestHandler(sync_mode) { enable_dc_asgd_ = enable_dc_asgd; } virtual ~RequestGetHandler() {} 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 = "") override; private: bool enable_dc_asgd_; }; class RequestGetNoBarrierHandler final : public RequestHandler { public: RequestGetNoBarrierHandler() : RequestHandler(false) {} virtual ~RequestGetNoBarrierHandler() {} 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 = "") override; }; static inline void BuildVar(const std::string& param_name, std::initializer_list arguments, paddle::framework::proto::OpDesc::Var* var) { var->set_parameter(param_name); for (auto& arg_name : arguments) { *var->mutable_arguments()->Add() = arg_name; } } class RequestPrefetchHandler final : public RequestHandler { public: explicit RequestPrefetchHandler(bool sync_mode) : RequestHandler(sync_mode) {} virtual ~RequestPrefetchHandler() {} 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 = "") override; private: std::unique_ptr BuildLookupTableOp( const std::string& table_name, const std::string& id_name, const std::string& out_name) { paddle::framework::proto::OpDesc op_desc; op_desc.set_type("lookup_table"); BuildVar("W", {table_name.data()}, op_desc.add_inputs()); BuildVar("Ids", {id_name.data()}, op_desc.add_inputs()); BuildVar("Out", {out_name.data()}, op_desc.add_outputs()); auto op = paddle::framework::OpRegistry::CreateOp(op_desc); return op; } }; class RequestCheckpointHandler final : public RequestHandler { public: explicit RequestCheckpointHandler(bool sync_mode, int checkpoint_notify_id) : RequestHandler(sync_mode) { this->checkpoint_notify_id = checkpoint_notify_id; } virtual ~RequestCheckpointHandler() {} 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 = "") override; private: int checkpoint_notify_id; }; class RequestNotifyHandler final : public RequestHandler { public: explicit RequestNotifyHandler(bool sync_mode, int lr_decay_block_id) : RequestHandler(sync_mode) { this->lr_decay_block_id = lr_decay_block_id; } virtual ~RequestNotifyHandler() {} 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 = "") override; private: int lr_decay_block_id; }; } // namespace distributed } // namespace operators } // namespace paddle