Add silent mode to rpc server and rpc tracker

python/tvm/contrib/rpc/base.py

@@ -120,7 +120,7 @@ def random_key(prefix, cmap=None):
         return prefix + str(random.random())
 
 
-def connect_with_retry(addr, timeout=60, retry_period=5):
+def connect_with_retry(addr, timeout=60, retry_period=5, silent=False):
     """Connect to a TPC address with retry
 
     This function is only reliable to short period of server restart.
@@ -135,6 +135,9 @@ def connect_with_retry(addr, timeout=60, retry_period=5):
 
     retry_period : float
          Number of seconds before we retry again.
+
+    silent: bool
+        whether run in silent mode
     """
     tstart = time.time()
     while True:
@@ -149,8 +152,9 @@ def connect_with_retry(addr, timeout=60, retry_period=5):
             if period > timeout:
                 raise RuntimeError(
                     "Failed to connect to server %s" % str(addr))
-            logging.info("Cannot connect to tracker%s, retry in %g secs...",
-                         str(addr), retry_period)
+            if not silent:
+                logging.info("Cannot connect to tracker%s, retry in %g secs...",
+                             str(addr), retry_period)
             time.sleep(retry_period)
 
 

python/tvm/contrib/rpc/proxy.py

@@ -536,7 +536,7 @@ def _fsend(data):
     def _connect(key):
         conn = yield websocket.websocket_connect(url)
         on_message = create_on_message(conn)
-        temp = _server_env(None)
+        temp = _server_env(None, None)
         # Start connecton
         conn.write_message(struct.pack('<i', base.RPC_MAGIC), binary=True)
         key = "server:" + key

python/tvm/contrib/rpc/server.py

@@ -19,6 +19,7 @@
 import multiprocessing
 import subprocess
 import time
+import sys
 
 from ..._ffi.function import register_func
 from ..._ffi.base import py_str
@@ -28,9 +29,12 @@
 from . import base
 from . base import TrackerCode
 
-def _server_env(load_library):
+def _server_env(load_library, logger):
     """Server environment function return temp dir"""
     temp = util.tempdir()
+    if logger is None:
+        logger = logging.getLogger()
+
     # pylint: disable=unused-variable
     @register_func("tvm.contrib.rpc.server.workpath")
     def get_workpath(path):
@@ -41,26 +45,29 @@ def load_module(file_name):
         """Load module from remote side."""
         path = temp.relpath(file_name)
         m = _load_module(path)
-        logging.info("load_module %s", path)
+        logger.info("load_module %s", path)
         return m
 
     libs = []
     load_library = load_library.split(":") if load_library else []
     for file_name in load_library:
         file_name = find_lib_path(file_name)[0]
         libs.append(ctypes.CDLL(file_name, ctypes.RTLD_GLOBAL))
-        logging.info("Load additional library %s", file_name)
+        logger.info("Load additional library %s", file_name)
     temp.libs = libs
     return temp
 
 
-def _serve_loop(sock, addr, load_library):
+def _serve_loop(sock, addr, load_library, silent):
     """Server loop"""
+    logger = logging.getLogger("RPCServer")
+    if silent:
+        logger.disabled = True
     sockfd = sock.fileno()
-    temp = _server_env(load_library)
+    temp = _server_env(load_library, logger)
     base._ServerLoop(sockfd)
     temp.remove()
-    logging.info("Finish serving %s", addr)
+    logger.info("Finish serving %s", addr)
 
 
 def _parse_server_opt(opts):
@@ -71,8 +78,12 @@ def _parse_server_opt(opts):
             ret["timeout"] = float(kv[9:])
     return ret
 
-def _listen_loop(sock, port, rpc_key, tracker_addr, load_library, custom_addr):
-    """Lisenting loop of the server master."""
+def _listen_loop(sock, port, rpc_key, tracker_addr, load_library, custom_addr, silent):
+    """Listening loop of the server master."""
+    logger = logging.getLogger("RPCServer")
+    if silent:
+        logger.disabled = True
+
     def _accept_conn(listen_sock, tracker_conn, ping_period=2):
         """Accept connection from the other places.
 
@@ -115,7 +126,7 @@ def _accept_conn(listen_sock, tracker_conn, ping_period=2):
                         unmatch_period_count = 0
                     # regenerate match key if key is acquired but not used for a while
                     if unmatch_period_count * ping_period > unmatch_timeout + ping_period:
-                        logging.info("RPCServer: no incoming connections, regenerate key ...")
+                        logger.info("no incoming connections, regenerate key ...")
                         matchkey = base.random_key(rpc_key + ":", old_keyset)
                         base.sendjson(tracker_conn,
                                       [TrackerCode.PUT, rpc_key, (port, matchkey),
@@ -136,7 +147,7 @@ def _accept_conn(listen_sock, tracker_conn, ping_period=2):
             if arr[0] != expect_header:
                 conn.sendall(struct.pack("<i", base.RPC_CODE_MISMATCH))
                 conn.close()
-                logging.info("RPCServer: mismatch key from %s", addr)
+                logger.info("mismatch key from %s", addr)
                 continue
             else:
                 conn.sendall(struct.pack("<i", base.RPC_CODE_SUCCESS))
@@ -150,7 +161,7 @@ def _accept_conn(listen_sock, tracker_conn, ping_period=2):
         try:
             # step 1: setup tracker and report to tracker
             if tracker_addr and tracker_conn is None:
-                tracker_conn = base.connect_with_retry(tracker_addr)
+                tracker_conn = base.connect_with_retry(tracker_addr, silent=silent)
                 tracker_conn.sendall(struct.pack("<i", base.RPC_TRACKER_MAGIC))
                 magic = struct.unpack("<i", base.recvall(tracker_conn, 4))[0]
                 if magic != base.RPC_TRACKER_MAGIC:
@@ -169,22 +180,31 @@ def _accept_conn(listen_sock, tracker_conn, ping_period=2):
                 tracker_conn.close()
                 tracker_conn = None
             continue
+        except RuntimeError as exc:
+            if silent:
+                return
+            else:
+                raise exc
 
         # step 3: serving
-        logging.info("RPCServer: connection from %s", addr)
-        server_proc = multiprocessing.Process(target=_serve_loop, args=(conn, addr, load_library))
+        logger.info("connection from %s", addr)
+        server_proc = multiprocessing.Process(target=_serve_loop,
+                                              args=(conn, addr, load_library, silent))
         server_proc.deamon = True
         server_proc.start()
         # close from our side.
         conn.close()
         # wait until server process finish or timeout
         server_proc.join(opts.get("timeout", None))
         if server_proc.is_alive():
-            logging.info("RPCServer: Timeout in RPC session, kill..")
+            logger.info("Timeout in RPC session, kill..")
             server_proc.terminate()
 
 
-def _connect_proxy_loop(addr, key, load_library):
+def _connect_proxy_loop(addr, key, load_library, silent):
+    logger = logging.getLogger("RPCProxy")
+    if silent:
+        logger.disabled = True
     key = "server:" + key
     retry_count = 0
     max_retry = 5
@@ -200,26 +220,26 @@ def _connect_proxy_loop(addr, key, load_library):
             if magic == base.RPC_CODE_DUPLICATE:
                 raise RuntimeError("key: %s has already been used in proxy" % key)
             elif magic == base.RPC_CODE_MISMATCH:
-                logging.info("RPCProxy do not have matching client key %s", key)
+                logger.info("RPCProxy do not have matching client key %s", key)
             elif magic != base.RPC_CODE_SUCCESS:
                 raise RuntimeError("%s is not RPC Proxy" % str(addr))
             keylen = struct.unpack("<i", base.recvall(sock, 4))[0]
             remote_key = py_str(base.recvall(sock, keylen))
             opts = _parse_server_opt(remote_key.split()[1:])
-            logging.info("RPCProxy connected to %s", str(addr))
+            logger.info("connected to %s", str(addr))
             process = multiprocessing.Process(
-                target=_serve_loop, args=(sock, addr, load_library))
+                target=_serve_loop, args=(sock, addr, load_library, silent))
             process.deamon = True
             process.start()
             sock.close()
             process.join(opts.get("timeout", None))
             if process.is_alive():
-                logging.info("RPCProxyServer: Timeout in RPC session, kill..")
+                logger.info("Timeout in RPC session, kill..")
                 process.terminate()
             retry_count = 0
         except (socket.error, IOError) as err:
             retry_count += 1
-            logging.info("Error encountered %s, retry in %g sec", str(err), retry_period)
+            logger.info("Error encountered %s, retry in %g sec", str(err), retry_period)
             if retry_count > max_retry:
                 raise RuntimeError("Maximum retry error: last error: %s" % str(err))
             time.sleep(retry_period)
@@ -264,6 +284,9 @@ class Server(object):
         This is recommended to switch on if we want to do local RPC demonstration
         for GPU devices to avoid fork safety issues.
 
+    silent: bool, optional
+        Whether run this server in silent mode.
+
     key : str, optional
         The key used to identify the server in Proxy connection.
 
@@ -276,6 +299,7 @@ def __init__(self,
                  port_end=9199,
                  is_proxy=False,
                  use_popen=False,
+                 silent=False,
                  tracker_addr=None,
                  key="",
                  load_library=None,
@@ -290,8 +314,12 @@ def __init__(self,
         self.libs = []
         self.custom_addr = custom_addr
 
+        self.logger = logging.getLogger("RPCServer")
+        if silent:
+            self.logger.disabled = True
+
         if use_popen:
-            cmd = ["python",
+            cmd = [sys.executable,
                    "-m", "tvm.exec.rpc_server",
                    "--host=%s" % host,
                    "--port=%s" % port]
@@ -303,11 +331,14 @@ def __init__(self,
                 cmd += ["--load-library", load_library]
             if custom_addr:
                 cmd += ["--custom-addr", custom_addr]
+            if silent:
+                cmd += ["--silent"]
+
             self.proc = multiprocessing.Process(
                 target=subprocess.check_call, args=(cmd,))
             self.proc.deamon = True
             self.proc.start()
-            time.sleep(1)
+            time.sleep(0.5)
         elif not is_proxy:
             sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
             self.port = None
@@ -321,19 +352,20 @@ def __init__(self,
                         continue
                     else:
                         raise sock_err
-                if not self.port:
-                    raise ValueError("cannot bind to any port in [%d, %d)" % (port, port_end))
-            logging.info("RPCServer: bind to %s:%d", host, self.port)
+            if not self.port:
+                raise ValueError("cannot bind to any port in [%d, %d)" % (port, port_end))
+            self.logger.info("bind to %s:%d", host, self.port)
             sock.listen(1)
             self.sock = sock
             self.proc = multiprocessing.Process(
                 target=_listen_loop, args=(
-                    self.sock, self.port, key, tracker_addr, load_library, self.custom_addr))
+                    self.sock, self.port, key, tracker_addr, load_library,
+                    self.custom_addr, silent))
             self.proc.deamon = True
             self.proc.start()
         else:
             self.proc = multiprocessing.Process(
-                target=_connect_proxy_loop, args=((host, port), key, load_library))
+                target=_connect_proxy_loop, args=((host, port), key, load_library, silent))
             self.proc.deamon = True
             self.proc.start()
 

python/tvm/contrib/rpc/tracker.py

@@ -309,7 +309,6 @@ def run(self):
 def _tracker_server(listen_sock, stop_key):
     handler = TrackerServerHandler(listen_sock, stop_key)
     handler.run()
-    logging.info("Tracker Stop signal received, terminating...")
 
 
 class Tracker(object):
@@ -327,11 +326,19 @@ class Tracker(object):
 
     port_end : int, optional
         The end TCP port to search
+
+    silent: bool, optional
+        Whether run in silent mode
     """
     def __init__(self,
                  host,
                  port=9190,
-                 port_end=9199):
+                 port_end=9199,
+                 silent=False):
+        self.logger = logging.getLogger("RPCTracker")
+        if silent:
+            self.logger.disabled = True
+
         sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
         self.port = None
         self.stop_key = base.random_key("tracker")
@@ -347,7 +354,7 @@ def __init__(self,
                     raise sock_err
         if not self.port:
             raise ValueError("cannot bind to any port in [%d, %d)" % (port, port_end))
-        logging.info("RPCTracker: bind to %s:%d", host, self.port)
+        self.logger.info("bind to %s:%d", host, self.port)
         sock.listen(1)
         self.proc = multiprocessing.Process(
             target=_tracker_server, args=(sock, self.stop_key))
@@ -373,7 +380,7 @@ def terminate(self):
                 self._stop_tracker()
                 self.proc.join(1)
             if self.proc.is_alive():
-                logging.info("Terminating Tracker Server...")
+                self.logger.info("Terminating Tracker Server...")
                 self.proc.terminate()
             self.proc = None
 

python/tvm/exec/rpc_server.py

@@ -27,7 +27,8 @@ def main(args):
                         key=args.key,
                         tracker_addr=tracker_addr,
                         load_library=args.load_library,
-                        custom_addr=args.custom_addr)
+                        custom_addr=args.custom_addr,
+                        silent=args.silent)
     server.proc.join()
 
 
@@ -51,6 +52,8 @@ def main(args):
                          and ROCM compilers.")
     parser.add_argument('--custom-addr', type=str,
                         help="Custom IP Address to Report to RPC Tracker")
+    parser.add_argument('--silent', action='store_true',
+                        help="Whether run in silent mode.")
 
     parser.set_defaults(fork=True)
     args = parser.parse_args()
@@ -62,6 +65,7 @@ def main(args):
             )
         multiprocessing.set_start_method('spawn')
     else:
-        logging.info("If you are running ROCM/Metal, \
-        fork with cause compiler internal error. Try to launch with arg ```--no-fork```")
+        if not args.silent:
+            logging.info("If you are running ROCM/Metal, fork will cause "
+                         "compiler internal error. Try to launch with arg ```--no-fork```")
     main(args)

python/tvm/exec/rpc_tracker.py

@@ -11,7 +11,8 @@
 
 def main(args):
     """Main funciton"""
-    tracker = Tracker(args.host, port=args.port)
+    tracker = Tracker(args.host, port=args.port, port_end=args.port_end,
+                      silent=args.silent)
     tracker.proc.join()
 
 
@@ -21,10 +22,15 @@ def main(args):
                         help='the hostname of the tracker')
     parser.add_argument('--port', type=int, default=9190,
                         help='The port of the PRC')
+    parser.add_argument('--port-end', type=int, default=9199,
+                        help='The end search port of the PRC')
     parser.add_argument('--no-fork', dest='fork', action='store_false',
                         help="Use spawn mode to avoid fork. This option \
                          is able to avoid potential fork problems with Metal, OpenCL \
                          and ROCM compilers.")
+    parser.add_argument('--silent', action='store_true',
+                        help="Whether run in silent mode.")
+
     parser.set_defaults(fork=True)
     args = parser.parse_args()
     logging.basicConfig(level=logging.INFO)
@@ -35,6 +41,7 @@ def main(args):
             )
         multiprocessing.set_start_method('spawn')
     else:
-        logging.info("If you are running ROCM/Metal, \
-        fork with cause compiler internal error. Try to launch with arg ```--no-fork```")
+        if not args.silent:
+            logging.info("If you are running ROCM/Metal, fork will cause "
+                         "compiler internal error. Try to launch with arg ```--no-fork```")
     main(args)