From 320aa49af26bb94986ee90cde8a919cdfc6f9f66 Mon Sep 17 00:00:00 2001
From: Steffy-zxf <48793257+Steffy-zxf@users.noreply.github.com>
Date: Mon, 27 Jul 2020 10:14:20 +0800
Subject: [PATCH] Fix typo (#779)

---
 .../embedding_pairwise_matching_predict.py                 | 2 +-
 .../ernie_pairwise_matching_predict.py                     | 2 +-
 .../embedding_pointwise_matching_predict.py                | 2 +-
 .../ernie_pointwise_matching_predict.py                    | 2 +-
 paddlehub/finetune/config.py                               | 7 ++++++-
 5 files changed, 10 insertions(+), 5 deletions(-)

diff --git a/demo/pairwise_text_matching/embedding_pairwise_matching_predict.py b/demo/pairwise_text_matching/embedding_pairwise_matching_predict.py
index 8d2f9cb3..cb631476 100644
--- a/demo/pairwise_text_matching/embedding_pairwise_matching_predict.py
+++ b/demo/pairwise_text_matching/embedding_pairwise_matching_predict.py
@@ -108,4 +108,4 @@ if __name__ == '__main__':
         return_result=True,
         accelerate_mode=True)
     for index, text in enumerate(text_pairs):
-        print("data: %s, preidction_label: %s" % (text, results[index]))
+        print("data: %s, prediction_label: %s" % (text, results[index]))
diff --git a/demo/pairwise_text_matching/ernie_pairwise_matching_predict.py b/demo/pairwise_text_matching/ernie_pairwise_matching_predict.py
index 9fe7a5f8..128edf48 100644
--- a/demo/pairwise_text_matching/ernie_pairwise_matching_predict.py
+++ b/demo/pairwise_text_matching/ernie_pairwise_matching_predict.py
@@ -93,4 +93,4 @@ if __name__ == '__main__':
         return_result=True,
         accelerate_mode=False)
     for index, text in enumerate(text_pairs):
-        print("data: %s, preidction_label: %s" % (text, results[index]))
+        print("data: %s, prediction_label: %s" % (text, results[index]))
diff --git a/demo/pointwise_text_matching/embedding_pointwise_matching_predict.py b/demo/pointwise_text_matching/embedding_pointwise_matching_predict.py
index efbaa17b..da5ed8ae 100644
--- a/demo/pointwise_text_matching/embedding_pointwise_matching_predict.py
+++ b/demo/pointwise_text_matching/embedding_pointwise_matching_predict.py
@@ -105,4 +105,4 @@ if __name__ == '__main__':
         return_result=True,
         accelerate_mode=True)
     for index, text in enumerate(text_pairs):
-        print("data: %s, preidction_label: %s" % (text, results[index]))
+        print("data: %s, prediction_label: %s" % (text, results[index]))
diff --git a/demo/pointwise_text_matching/ernie_pointwise_matching_predict.py b/demo/pointwise_text_matching/ernie_pointwise_matching_predict.py
index 127285bd..18d75a98 100644
--- a/demo/pointwise_text_matching/ernie_pointwise_matching_predict.py
+++ b/demo/pointwise_text_matching/ernie_pointwise_matching_predict.py
@@ -90,4 +90,4 @@ if __name__ == '__main__':
         return_result=True,
         accelerate_mode=False)
     for index, text in enumerate(text_pairs):
-        print("data: %s, preidction_label: %s" % (text, results[index]))
+        print("data: %s, prediction_label: %s" % (text, results[index]))
diff --git a/paddlehub/finetune/config.py b/paddlehub/finetune/config.py
index 0e0e9486..3650ede1 100644
--- a/paddlehub/finetune/config.py
+++ b/paddlehub/finetune/config.py
@@ -47,7 +47,12 @@ class RunConfig(object):
         self._checkpoint_dir = checkpoint_dir
         self._num_epoch = num_epoch
         self._batch_size = batch_size
-        self._use_pyreader = use_pyreader
+        if not use_pyreader:
+            logger.warning(
+                "The parameter use_pyreader has been dropped! PaddleHub over v1.8.0 will use pyreader by default."
+            )
+        self._use_pyreader = True
+
         self._use_data_parallel = use_data_parallel
         if strategy is None:
             self._strategy = DefaultStrategy()
-- 
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