// 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/operators/detail/brpc_client.h" #include "paddle/fluid/framework/threadpool.h" namespace paddle { namespace operators { namespace detail { DEFINE_int32(brpc_channel_num, 24, "Number of channels to send requests connected to one server"); DEFINE_int32(timeout_ms, 30000, "RPC timeout in milliseconds"); DEFINE_int32(max_retry, 3, "Max retries(not including the first RPC)"); BRPCClient::~BRPCClient() { Wait(); } void HandleSendResponse(brpc::Controller* cntl, sendrecv::VoidMessage* response) { // std::unique_ptr makes sure cntl/response will be deleted before returning. std::unique_ptr cntl_guard(cntl); std::unique_ptr response_guard(response); if (cntl->Failed()) { LOG(WARNING) << "Fail to send EchoRequest, " << cntl->ErrorText(); return; } LOG(INFO) << "Received response from " << cntl->remote_side() << " latency=" << cntl->latency_us() << "us"; } bool BRPCClient::AsyncSendVar(const std::string& ep, const platform::DeviceContext& ctx, const framework::Scope& scope, const std::string& var_name, int64_t time_out) { const platform::DeviceContext* p_ctx = &ctx; const std::string ep_val = ep; const std::string var_name_val = var_name; const framework::Scope* p_scope = &scope; const auto ch_ptr = GetChannel(ep_val); framework::AsyncIO( [var_name_val, p_ctx, ep_val, p_scope, time_out, ch_ptr, this] { auto ch_ctx = ch_ptr->Pop(); brpc::Controller* cntl = new brpc::Controller(); sendrecv::VoidMessage* response = new sendrecv::VoidMessage(); cntl->set_timeout_ms(time_out); google::protobuf::Closure* done = brpc::NewCallback(&HandleSendResponse, cntl, response); sendrecv::VariableMessage request; ch_ctx->stub->SendVariable(cntl, &request, response, done); }); req_count_++; return true; } void HandleGetResponse(brpc::Controller* cntl, sendrecv::VariableMessage* response) { // std::unique_ptr makes sure cntl/response will be deleted before returning. std::unique_ptr cntl_guard(cntl); std::unique_ptr response_guard(response); if (cntl->Failed()) { LOG(WARNING) << "Fail to send EchoRequest, " << cntl->ErrorText(); return; } LOG(INFO) << "Received response from " << cntl->remote_side() << " latency=" << cntl->latency_us() << "us"; // framework::Variable* outvar = nullptr; // DeserializeFromByteBuffer(ret_msg, *var_h.ctx, var_h.scope, &outvar); } bool BRPCClient::AsyncGetVar(const std::string& ep, const platform::DeviceContext& ctx, const framework::Scope& scope, const std::string& var_name, int64_t time_out) { const platform::DeviceContext* p_ctx = &ctx; const std::string ep_val = ep; const std::string var_name_val = var_name; const framework::Scope* p_scope = &scope; const auto ch = GetChannel(ep_val); framework::AsyncIO( [var_name_val, ep_val, p_scope, p_ctx, time_out, ch, this] {}); req_count_++; return true; } bool BRPCClient::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) { const platform::DeviceContext* p_ctx = &ctx; const std::string ep_val = ep; const std::string in_var_name_val = in_var_name; const std::string out_var_name_val = out_var_name; const framework::Scope* p_scope = &scope; const auto ch = GetChannel(ep_val); framework::AsyncIO([in_var_name_val, out_var_name_val, ep_val, p_scope, p_ctx, time_out, ch, this] {}); req_count_++; return true; } void BRPCClient::AsyncSendBatchBarrier(const std::string& ep, int64_t time_out) { req_count_++; } void BRPCClient::AsyncSendFetchBarrier(const std::string& ep, int64_t time_out) { req_count_++; } void BRPCClient::Wait() { std::unique_lock lk(sync_mutex_); sync_cond_.wait(lk, [this] { return req_count_ == 0; }); } ChannelQueuePtr BRPCClient::GetChannel(const std::string& ep) { { std::lock_guard guard(chan_mutex_); auto it = channels_.find(ep); if (it != channels_.end()) { return it->second; } } ChannelQueuePtr q(new framework::BlockingQueue()); brpc::ChannelOptions options; options.protocol = "baidu_std"; options.connection_type = "pooled"; options.connect_timeout_ms = 100; options.timeout_ms = FLAGS_timeout_ms /*milliseconds*/; options.max_retry = FLAGS_max_retry; for (int i = 0; i < FLAGS_brpc_channel_num; ++i) { std::shared_ptr c(new ChannelContext()); if (c->channel.Init(ep.c_str(), &options) != 0) { LOG(ERROR) << "Fail to initialize channel"; return nullptr; } c->stub.reset(new sendrecv::SendRecvService_Stub( static_cast(&c->channel))); q->Push(c); } { std::lock_guard guard(chan_mutex_); channels_[ep] = q; } return q; } } // namespace detail } // namespace operators } // namespace paddle