Merge pull request #194 from tianxin1860/develop

add check_cuda for ERNIE

BERT/utils/args.py

@@ -20,6 +20,7 @@ from __future__ import print_function
 import six
 import argparse
 
+import paddle.fluid as fluid
 
 def str2bool(v):
     # because argparse does not support to parse "true, False" as python

ERNIE/run_classifier.py

@@ -27,7 +27,7 @@ import reader.task_reader as task_reader
 from model.ernie import ErnieConfig
 from finetune.classifier import create_model, evaluate
 from optimization import optimization
-from utils.args import print_arguments
+from utils.args import print_arguments, check_cuda
 from utils.init import init_pretraining_params, init_checkpoint
 from finetune_args import parser
 
@@ -272,5 +272,5 @@ def main(args):
 
 if __name__ == '__main__':
     print_arguments(args)
-
+    check_cuda(args.use_cuda)
     main(args)

ERNIE/run_sequence_labeling.py

@@ -27,7 +27,7 @@ import reader.task_reader as task_reader
 from model.ernie import ErnieConfig
 from optimization import optimization
 from utils.init import init_pretraining_params, init_checkpoint
-from utils.args import print_arguments
+from utils.args import print_arguments, check_cuda
 from finetune.sequence_label import create_model, evaluate
 from finetune_args import parser
 
@@ -280,4 +280,5 @@ def main(args):
 
 if __name__ == '__main__':
     print_arguments(args)
+    check_cuda(args.use_cuda)
     main(args)

ERNIE/train.py

@@ -27,7 +27,7 @@ import paddle.fluid as fluid
 from reader.pretraining import ErnieDataReader
 from model.ernie import ErnieModel, ErnieConfig
 from optimization import optimization
-from utils.args import print_arguments
+from utils.args import print_arguments, check_cuda
 from utils.init import init_checkpoint, init_pretraining_params
 
 from pretrain_args import parser
@@ -351,6 +351,7 @@ def train(args):
 
 if __name__ == '__main__':
     print_arguments(args)
+    check_cuda(args.use_cuda)
     if args.do_test:
         test(args)
     else:

ERNIE/utils/args.py

@@ -20,6 +20,8 @@ from __future__ import print_function
 import six
 import argparse
 
+import paddle.fluid as fluid
+
 
 def str2bool(v):
     # because argparse does not support to parse "true, False" as python
@@ -46,3 +48,15 @@ def print_arguments(args):
     for arg, value in sorted(six.iteritems(vars(args))):
         print('%s: %s' % (arg, value))
     print('------------------------------------------------')
+
+
+def check_cuda(use_cuda, err = \
+    "\nYou can not set use_cuda = True in the model because you are using paddlepaddle-cpu.\n \
+    Please: 1. Install paddlepaddle-gpu to run your models on GPU or 2. Set use_cuda = False to run models on CPU.\n"
+                                                                                                                     ):
+    try:
+        if use_cuda == True and fluid.is_compiled_with_cuda() == False:
+            print(err)
+            sys.exit(1)
+    except Exception as e:
+        pass