add check before using cuda and change default config (#2726)

PaddleNLP/similarity_net/config/cnn_pairwise.json

@@ -14,7 +14,7 @@
     },
     "optimizer": {
         "class_name": "AdamOptimizer",
-        "learning_rate": 0.001,
+        "learning_rate": 0.2,
         "beta1": 0.9,
         "beta2": 0.999,
         "epsilon": 1e-08

PaddleNLP/similarity_net/run_classifier.py

@@ -73,7 +73,10 @@ run_type_g.add_arg(
     "When task_mode is pairwise, lamda is the threshold for calculating the accuracy."
 )
 
-parser.add_argument('--enable_ce', action='store_true', help='If set, run the task with continuous evaluation logs.')
+parser.add_argument(
+    '--enable_ce',
+    action='store_true',
+    help='If set, run the task with continuous evaluation logs.')
 
 args = parser.parse_args()
 
@@ -454,6 +457,15 @@ def main(conf_dict, args):
 
 if __name__ == "__main__":
     utils.print_arguments(args)
+    try:
+        if fluid.is_compiled_with_cuda() != True and args.use_cuda == True:
+            print(
+                "\nYou can not set use_cuda = True in the model because you are using paddlepaddle-cpu.\nPlease: 1. Install paddlepaddle-gpu to run your models on GPU or 2. Set use_cuda = False to run models on CPU.\n"
+            )
+
+            sys.exit(1)
+    except Exception as e:
+        pass
     utils.init_log("./log/TextSimilarityNet")
     conf_dict = config.SimNetConfig(args)
     main(conf_dict, args)