You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
Paddle/python/paddle/fluid/contrib/slim/nas/controller_server.py

108 lines
4.1 KiB

# Copyright (c) 2019 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.
import logging
import socket
from threading import Thread
from ....log_helper import get_logger
__all__ = ['ControllerServer']
_logger = get_logger(
__name__,
logging.INFO,
fmt='ControllerServer-%(asctime)s-%(levelname)s: %(message)s')
class ControllerServer(object):
"""
The controller wrapper with a socket server to handle the request of search agent.
"""
def __init__(self,
controller=None,
address=('', 0),
max_client_num=100,
search_steps=None,
key=None):
"""
Args:
controller(slim.searcher.Controller): The controller used to generate tokens.
address(tuple): The address of current server binding with format (ip, port). Default: ('', 0).
which means setting ip automatically
max_client_num(int): The maximum number of clients connecting to current server simultaneously. Default: 100.
search_steps(int): The total steps of searching. None means never stopping. Default: None
"""
self._controller = controller
self._address = address
self._max_client_num = max_client_num
self._search_steps = search_steps
self._closed = False
self._port = address[1]
self._ip = address[0]
self._key = key
def start(self):
self._socket_server = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
self._socket_server.bind(self._address)
self._socket_server.listen(self._max_client_num)
self._port = self._socket_server.getsockname()[1]
self._ip = self._socket_server.getsockname()[0]
_logger.info("listen on: [{}:{}]".format(self._ip, self._port))
thread = Thread(target=self.run)
thread.start()
return str(thread)
def close(self):
"""Close the server."""
self._closed = True
def port(self):
"""Get the port."""
return self._port
def ip(self):
"""Get the ip."""
return self._ip
def run(self):
_logger.info("Controller Server run...")
while ((self._search_steps is None) or
(self._controller._iter <
(self._search_steps))) and not self._closed:
conn, addr = self._socket_server.accept()
message = conn.recv(1024).decode()
if message.strip("\n") == "next_tokens":
tokens = self._controller.next_tokens()
tokens = ",".join([str(token) for token in tokens])
conn.send(tokens.encode())
else:
_logger.info("recv message from {}: [{}]".format(addr, message))
messages = message.strip('\n').split("\t")
if (len(messages) < 3) or (messages[0] != self._key):
_logger.info("recv noise from {}: [{}]".format(addr,
message))
continue
tokens = messages[1]
reward = messages[2]
tokens = [int(token) for token in tokens.split(",")]
self._controller.update(tokens, float(reward))
tokens = self._controller.next_tokens()
tokens = ",".join([str(token) for token in tokens])
conn.send(tokens.encode())
_logger.info("send message to {}: [{}]".format(addr, tokens))
conn.close()
self._socket_server.close()
_logger.info("server closed!")