Update README

README.md

@@ -1,3 +1,12 @@
+# New version release!
+A new version of SIMPLE-NN has been released.
+
+It provides faster training speed and more convenient usage with Pytorch.
+
+You can download and enjoy the new SIMPLE-NN from https://github.com/MDIL-SNU/SIMPLE-NN_v2.git
+
+SIMPLE-NN on this page will be deprecated soon.
+
 # SIMPLE-NN
 <p align="center">
 <img src="./docs/logo.png", width="500"/>
@@ -11,14 +20,6 @@ K. Lee, D. Yoo, W. Jeong, S. Han, SIMPLE-NN: An efficient package for training a
 Here do we describe minimal instruction to run the example of SIMPLE-NN
 If you want more information such as tuning parameters, please visit our online manual(https://simple-nn.readthedocs.io)
 
-## New release
-A new version of SIMPLE-NN has been released.
-
-It provides faster training speed and more convenient usage with Pytorch.
-
-You can download and enjoy the new SIMPLE-NN from https://github.com/MDIL-SNU/SIMPLE-NN_v2.git
-
-SIMPLE-NN on this page will be deprecated soon.
 ## Installation
 SIMPLE-NN use Tensorflow and mpi4py(optional).
 You need to install Tensorflow and mpi4py to use SIMPLE-NN