[autotvm] fix #2617 (#2619)

python/tvm/autotvm/measure/measure_methods.py

@@ -313,9 +313,9 @@ class LocalRunner(RPCRunner):
         from ...rpc.tracker import Tracker
         from ...rpc.server import Server
 
-        tracker = Tracker('localhost', port=9000, port_end=10000, silent=True)
+        tracker = Tracker('0.0.0.0', port=9000, port_end=10000, silent=True)
         device_key = '$local$device$%d' % tracker.port
-        server = Server('localhost', port=9000, port_end=10000,
+        server = Server('0.0.0.0', port=9000, port_end=10000,
                         key=device_key,
                         use_popen=True, silent=True,
                         tracker_addr=(tracker.host, tracker.port))

tutorials/autotvm/tune_relay_arm.py

@@ -193,7 +193,7 @@ tuning_option = {
         builder=autotvm.LocalBuilder(
             build_func='ndk' if use_android else 'default'),
         runner=autotvm.RPCRunner(
-            device_key, host='localhost', port=9190,
+            device_key, host='0.0.0.0', port=9190,
             number=5,
             timeout=10,
         ),
@@ -327,7 +327,7 @@ def tune_and_evaluate(tuning_opt):
 
         # upload module to device
         print("Upload...")
-        remote = autotvm.measure.request_remote(device_key, 'localhost', 9190,
+        remote = autotvm.measure.request_remote(device_key, '0.0.0.0', 9190,
                                                 timeout=10000)
         remote.upload(tmp.relpath(filename))
         rlib = remote.load_module(filename)

tutorials/autotvm/tune_relay_cuda.py

@@ -112,7 +112,7 @@ tuning_option = {
         #runner=autotvm.LocalRunner(number=20, repeat=3, timeout=4, min_repeat_ms=150),
         runner=autotvm.RPCRunner(
             '1080ti',  # change the device key to your key
-            'localhost', 9190,
+            '0.0.0.0', 9190,
             number=20, repeat=3, timeout=4, min_repeat_ms=150)
     ),
 }
@@ -327,13 +327,13 @@ def tune_and_evaluate(tuning_opt):
 #
 # .. code-block:: bash
 #
-#     python -m tvm.exec.rpc_server --tracker=localhost:9190 --key=1080ti
+#     python -m tvm.exec.rpc_server --tracker=0.0.0.0:9190 --key=1080ti
 #
 # After registering devices, we can confirm it by querying rpc_tracker
 #
 # .. code-block:: bash
 #
-#   python -m tvm.exec.query_rpc_tracker --host=localhost --port=9190
+#   python -m tvm.exec.query_rpc_tracker --host=0.0.0.0 --port=9190
 #
 # For example, if we have four 1080ti, two titanx and one gfx900, the output can be
 #
@@ -362,7 +362,7 @@ tuning_option = {
         builder=autotvm.LocalBuilder(timeout=10),
         runner=autotvm.RPCRunner(
             '1080ti',  # change the device key to your key
-            'localhost', 9190,
+            '0.0.0.0', 9190,
             number=20, repeat=3, timeout=4, min_repeat_ms=150),
     ),
 }

tutorials/autotvm/tune_relay_mobile_gpu.py

@@ -196,7 +196,7 @@ tuning_option = {
         builder=autotvm.LocalBuilder(
             build_func='ndk' if use_android else 'default'),
         runner=autotvm.RPCRunner(
-            device_key, host='localhost', port=9190,
+            device_key, host='0.0.0.0', port=9190,
             number=10,
             timeout=5,
         ),
@@ -309,7 +309,7 @@ def tune_and_evaluate(tuning_opt):
 
         # upload module to device
         print("Upload...")
-        remote = autotvm.measure.request_remote(device_key, 'localhost', 9190,
+        remote = autotvm.measure.request_remote(device_key, '0.0.0.0', 9190,
                                                 timeout=10000)
         remote.upload(tmp.relpath(filename))
         rlib = remote.load_module(filename)