fix local bug and gpuids bug

python/paddle_serving_server/serve.py

@@ -263,10 +263,8 @@ def start_multi_card(args, serving_port=None):  # pylint: disable=doc-string-mis
         if "CUDA_VISIBLE_DEVICES" in os.environ:
             env_gpus = os.environ["CUDA_VISIBLE_DEVICES"].split(",")
             for ids in gpus:
-                if int(ids) >= len(env_gpus):
-                    print(
-                        " Max index of gpu_ids out of range, the number of CUDA_VISIBLE_DEVICES is {}."
-                        .format(len(env_gpus)))
+                if ids not in env_gpus:
+                    print("gpu_ids is not in CUDA_VISIBLE_DEVICES.")
                     exit(-1)
         else:
             env_gpus = []

python/paddle_serving_server/web_service.py

@@ -166,6 +166,36 @@ class WebService(object):
     def _launch_rpc_service(self, service_idx):
         self.rpc_service_list[service_idx].run_server()
 
+    def create_rpc_config(self):
+        if len(self.gpus) == 0:
+            # init cpu service
+            self.rpc_service_list.append(
+                self.default_rpc_service(
+                    self.workdir,
+                    self.port_list[0],
+                    -1,
+                    thread_num=self.thread_num,
+                    mem_optim=self.mem_optim,
+                    use_lite=self.use_lite,
+                    use_xpu=self.use_xpu,
+                    ir_optim=self.ir_optim,
+                    precision=self.precision,
+                    use_calib=self.use_calib))
+        else:
+            for i, gpuid in enumerate(self.gpus):
+                self.rpc_service_list.append(
+                    self.default_rpc_service(
+                        "{}_{}".format(self.workdir, i),
+                        self.port_list[i],
+                        gpuid,
+                        thread_num=self.thread_num,
+                        mem_optim=self.mem_optim,
+                        use_lite=self.use_lite,
+                        use_xpu=self.use_xpu,
+                        ir_optim=self.ir_optim,
+                        precision=self.precision,
+                        use_calib=self.use_calib))
+
     def prepare_server(self,
                        workdir="",
                        port=9393,
@@ -183,6 +213,12 @@ class WebService(object):
         self.port = port
         self.thread_num = thread_num
         self.device = device
+        self.precision = precision
+        self.use_calib = use_calib
+        self.use_lite = use_lite
+        self.use_xpu = use_xpu
+        self.ir_optim = ir_optim
+        self.mem_optim = mem_optim
         self.gpuid = gpuid
         self.port_list = []
         default_port = 12000
@@ -192,35 +228,6 @@ class WebService(object):
             if len(self.port_list) > len(self.gpus):
                 break
 
-        if len(self.gpus) == 0:
-            # init cpu service
-            self.rpc_service_list.append(
-                self.default_rpc_service(
-                    self.workdir,
-                    self.port_list[0],
-                    -1,
-                    thread_num=self.thread_num,
-                    mem_optim=mem_optim,
-                    use_lite=use_lite,
-                    use_xpu=use_xpu,
-                    ir_optim=ir_optim,
-                    precision=precision,
-                    use_calib=use_calib))
-        else:
-            for i, gpuid in enumerate(self.gpus):
-                self.rpc_service_list.append(
-                    self.default_rpc_service(
-                        "{}_{}".format(self.workdir, i),
-                        self.port_list[i],
-                        gpuid,
-                        thread_num=self.thread_num,
-                        mem_optim=mem_optim,
-                        use_lite=use_lite,
-                        use_xpu=use_xpu,
-                        ir_optim=ir_optim,
-                        precision=precision,
-                        use_calib=use_calib))
-
     def _launch_web_service(self):
         gpu_num = len(self.gpus)
         self.client = Client()
@@ -262,6 +269,7 @@ class WebService(object):
         print("http://{}:{}/{}/prediction".format(localIP, self.port,
                                                   self.name))
         server_pros = []
+        self.create_rpc_config()
         for i, service in enumerate(self.rpc_service_list):
             p = Process(target=self._launch_rpc_service, args=(i, ))
             server_pros.append(p)