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[RUTNIME] Support C++ RPC #4281

Merged
merged 13 commits into from
Nov 10, 2019
53 changes: 53 additions & 0 deletions apps/cpp_rpc/Makefile
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you 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.

# Makefile to compile RPC Server.
TVM_ROOT=$(shell cd ../..; pwd)
DMLC_CORE=${TVM_ROOT}/3rdparty/dmlc-core
TVM_RUNTIME_DIR?=
OS?=

# Android can not link pthrad, but Linux need.
ifeq ($(OS), Linux)
LINK_PTHREAD=-lpthread
else
LINK_PTHREAD=
endif

PKG_CFLAGS = -std=c++11 -O2 -fPIC -Wall\
-I${TVM_ROOT}/include\
-I${DMLC_CORE}/include\
-I${TVM_ROOT}/3rdparty/dlpack/include

PKG_LDFLAGS = -L$(TVM_RUNTIME_DIR) $(LINK_PTHREAD) -ltvm_runtime -ldl -Wl,-R$(TVM_RUNTIME_DIR)

ifeq ($(USE_GLOG), 1)
PKG_CFLAGS += -DDMLC_USE_GLOG=1
PKG_LDFLAGS += -lglog
endif

.PHONY: clean all

all: tvm_rpc

# Build rule for all in one TVM package library
tvm_rpc: *.cc
@mkdir -p $(@D)
$(CXX) $(PKG_CFLAGS) -o $@ $(filter %.cc %.o %.a, $^) $(PKG_LDFLAGS)

clean:
-rm -f tvm_rpc
56 changes: 56 additions & 0 deletions apps/cpp_rpc/README.md
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<!--- Licensed to the Apache Software Foundation (ASF) under one -->
<!--- or more contributor license agreements. See the NOTICE file -->
<!--- distributed with this work for additional information -->
<!--- regarding copyright ownership. The ASF licenses this file -->
<!--- to you 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. -->

# TVM RPC Server
This folder contains a simple recipe to make RPC server in c++.

## Usage
- Build tvm runtime
- Make the rpc executable [Makefile](Makefile).
`make CXX=/path/to/cross compiler g++/ TVM_RUNTIME_DIR=/path/to/tvm runtime library directory/ OS=Linux`
if you want to compile it for embedded Linux, you should add `OS=Linux`.
if the target os is Android, you doesn't need to pass OS argument.
You could cross compile the TVM runtime like this:
```
cd tvm
mkdir arm_runtime
cp cmake/config.cmake arm_runtime
cd arm_runtime
cmake .. -DCMAKE_CXX_COMPILER="/path/to/cross compiler g++/"
make runtime
```
- Use `./tvm_rpc server` to start the RPC server

## How it works
- The tvm runtime dll is linked along with this executable and when the RPC server starts it will load the tvm runtime library.

```
Command line usage
server - Start the server
--host - The hostname of the server, Default=0.0.0.0
--port - The port of the RPC, Default=9090
--port-end - The end search port of the RPC, Default=9199
--tracker - The RPC tracker address in host:port format e.g. 10.1.1.2:9190 Default=""
--key - The key used to identify the device type in tracker. Default=""
--custom-addr - Custom IP Address to Report to RPC Tracker. Default=""
--silent - Whether to run in silent mode. Default=False
Example
./tvm_rpc server --host=0.0.0.0 --port=9000 --port-end=9090 --tracker=127.0.0.1:9190 --key=rasp
```

## Note
Currently support is only there for Linux / Android environment and proxy mode doesn't be supported currently.
265 changes: 265 additions & 0 deletions apps/cpp_rpc/main.cc
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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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.
*/

/*!
* \file rpc_server.cc
* \brief RPC Server for TVM.
*/
#include <stdlib.h>
#include <signal.h>
#include <stdio.h>
#include <unistd.h>
#include <dmlc/logging.h>
#include <iostream>
#include <cstring>
#include <vector>
#include <sstream>

#include "../../src/common/util.h"
#include "../../src/common/socket.h"
#include "rpc_server.h"

using namespace std;
using namespace tvm::runtime;
using namespace tvm::common;

static const string kUSAGE = \
"Command line usage\n" \
" server - Start the server\n" \
"--host - The hostname of the server, Default=0.0.0.0\n" \
"--port - The port of the RPC, Default=9090\n" \
"--port-end - The end search port of the RPC, Default=9199\n" \
"--tracker - The RPC tracker address in host:port format e.g. 10.1.1.2:9190 Default=\"\"\n" \
"--key - The key used to identify the device type in tracker. Default=\"\"\n" \
"--custom-addr - Custom IP Address to Report to RPC Tracker. Default=\"\"\n" \
"--silent - Whether to run in silent mode. Default=False\n" \
"\n" \
" Example\n" \
" ./tvm_rpc server --host=0.0.0.0 --port=9000 --port-end=9090 "
" --tracker=127.0.0.1:9190 --key=rasp" \
"\n";

/*!
* \brief RpcServerArgs.
* \arg host The hostname of the server, Default=0.0.0.0
* \arg port The port of the RPC, Default=9090
* \arg port_end The end search port of the RPC, Default=9199
* \arg tracker The address of RPC tracker in host:port format e.g. 10.77.1.234:9190 Default=""
* \arg key The key used to identify the device type in tracker. Default=""
* \arg custom_addr Custom IP Address to Report to RPC Tracker. Default=""
* \arg silent Whether run in silent mode. Default=False
*/
struct RpcServerArgs {
string host = "0.0.0.0";
int port = 9090;
int port_end = 9099;
string tracker;
string key;
string custom_addr;
bool silent = false;
};

/*!
* \brief PrintArgs print the contents of RpcServerArgs
* \param args RpcServerArgs structure
*/
void PrintArgs(struct RpcServerArgs args) {
LOG(INFO) << "host = " << args.host;
LOG(INFO) << "port = " << args.port;
LOG(INFO) << "port_end = " << args.port_end;
LOG(INFO) << "tracker = " << args.tracker;
LOG(INFO) << "key = " << args.key;
LOG(INFO) << "custom_addr = " << args.custom_addr;
LOG(INFO) << "silent = " << ((args.silent) ? ("True"): ("False"));
}

/*!
* \brief CtrlCHandler, exits if Ctrl+C is pressed
* \param s signal
*/
void CtrlCHandler(int s) {
LOG(INFO) << "\nUser pressed Ctrl+C, Exiting";
exit(1);
}

/*!
* \brief HandleCtrlC Register for handling Ctrl+C event.
*/
void HandleCtrlC() {
// Ctrl+C handler
struct sigaction sigIntHandler;
sigIntHandler.sa_handler = CtrlCHandler;
sigemptyset(&sigIntHandler.sa_mask);
sigIntHandler.sa_flags = 0;
sigaction(SIGINT, &sigIntHandler, nullptr);
}

/*!
* \brief GetCmdOption Parse and find the command option.
* \param argc arg counter
* \param argv arg values
* \param option command line option to search for.
* \param key whether the option itself is key
* \return value corresponding to option.
*/
string GetCmdOption(int argc, char* argv[], string option, bool key = false) {
string cmd;
for (int i = 1; i < argc; ++i) {
string arg = argv[i];
if (arg.find(option) == 0) {
if (key) {
cmd = argv[i];
return cmd;
}
// We assume "=" is the end of option.
CHECK_EQ(*option.rbegin(), '=');
cmd = arg.substr(arg.find("=") + 1);
return cmd;
}
}
return cmd;
}

/*!
* \brief ValidateTracker Check the tracker address format is correct and changes the format.
* \param tracker The tracker input.
* \return result of operation.
*/
bool ValidateTracker(string &tracker) {
vector<string> list = Split(tracker, ':');
if ((list.size() != 2) || (!ValidateIP(list[0])) || (!IsNumber(list[1]))) {
return false;
}
ostringstream ss;
ss << "('" << list[0] << "', " << list[1] << ")";
tracker = ss.str();
return true;
}

/*!
* \brief ParseCmdArgs parses the command line arguments.
* \param argc arg counter
* \param argv arg values
* \param args, the output structure which holds the parsed values
*/
void ParseCmdArgs(int argc, char * argv[], struct RpcServerArgs &args) {
string silent = GetCmdOption(argc, argv, "--silent", true);
if (!silent.empty()) {
args.silent = true;
// Only errors and fatal is logged
dmlc::InitLogging("--minloglevel=2");
}

string host = GetCmdOption(argc, argv, "--host=");
if (!host.empty()) {
if (!ValidateIP(host)) {
LOG(WARNING) << "Wrong host address format.";
LOG(INFO) << kUSAGE;
exit(1);
}
args.host = host;
}

string port = GetCmdOption(argc, argv, "--port=");
if (!port.empty()) {
if (!IsNumber(port) || stoi(port) > 65535) {
LOG(WARNING) << "Wrong port number.";
LOG(INFO) << kUSAGE;
exit(1);
}
args.port = stoi(port);
}

string port_end = GetCmdOption(argc, argv, "--port_end=");
if (!port_end.empty()) {
if (!IsNumber(port_end) || stoi(port_end) > 65535) {
LOG(WARNING) << "Wrong port_end number.";
LOG(INFO) << kUSAGE;
exit(1);
}
args.port_end = stoi(port_end);
}

string tracker = GetCmdOption(argc, argv, "--tracker=");
if (!tracker.empty()) {
if (!ValidateTracker(tracker)) {
LOG(WARNING) << "Wrong tracker address format.";
LOG(INFO) << kUSAGE;
exit(1);
}
args.tracker = tracker;
}

string key = GetCmdOption(argc, argv, "--key=");
if (!key.empty()) {
args.key = key;
}

string custom_addr = GetCmdOption(argc, argv, "--custom_addr=");
if (!custom_addr.empty()) {
if (!ValidateIP(custom_addr)) {
LOG(WARNING) << "Wrong custom address format.";
LOG(INFO) << kUSAGE;
exit(1);
}
args.custom_addr = custom_addr;
}
}

/*!
* \brief RpcServer Starts the RPC server.
* \param argc arg counter
* \param argv arg values
* \return result of operation.
*/
int RpcServer(int argc, char * argv[]) {
struct RpcServerArgs args;

/* parse the command line args */
ParseCmdArgs(argc, argv, args);
PrintArgs(args);

// Ctrl+C handler
LOG(INFO) << "Starting CPP Server, Press Ctrl+C to stop.";
HandleCtrlC();
tvm::runtime::RPCServerCreate(args.host, args.port, args.port_end, args.tracker,
args.key, args.custom_addr, args.silent);
return 0;
}

/*!
* \brief main The main function.
* \param argc arg counter
* \param argv arg values
* \return result of operation.
*/
int main(int argc, char * argv[]) {
if (argc <= 1) {
LOG(INFO) << kUSAGE;
return 0;
}

if (0 == strcmp(argv[1], "server")) {
RpcServer(argc, argv);
} else {
LOG(INFO) << kUSAGE;
}

return 0;
}
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