diff --git a/RELEASE_NOTES b/RELEASE_NOTES
index b2dd00f..bd89d57 100644
--- a/RELEASE_NOTES
+++ b/RELEASE_NOTES
@@ -1,4 +1,4 @@
-Release Notes - SINGA - Version singa-incubating-0.1.0-rc1
+Release Notes - SINGA - Version singa-incubating-0.1.0
 -----------------------------------------
 
 SINGA is a general distributed deep learning platform for training big deep learning models over large datasets. It is
@@ -8,58 +8,59 @@
 This release includes following features:
 
   * Job management
-    * [SINGA-3] - Use Zookeeper to check stopping (finish) time of the system
-    * [SINGA-16] - Runtime Process id Management
-    * [SINGA-25] - Setup glog output path
-    * [SINGA-26] - Run distributed training in a single command
-    * [SINGA-30] - Enhance easy-to-use feature and support concurrent jobs
-    * [SINGA-33] - Automatically launch a number of processes in the cluster
-    * [SINGA-34] - Support external zookeeper service
-    * [SINGA-38] - Support concurrent jobs
-    * [SINGA-39] - Avoid ssh in scripts for single node environment
-    * [SINGA-43] - Remove Job-related output from workspace
-    * [SINGA-56] - No automatic launching of zookeeper service
-    * [SINGA-73] - Refine the selection of available hosts from host list
+    * [SINGA-3] Use Zookeeper to check stopping (finish) time of the system
+    * [SINGA-16] Runtime Process id Management
+    * [SINGA-25] Setup glog output path
+    * [SINGA-26] Run distributed training in a single command
+    * [SINGA-30] Enhance easy-to-use feature and support concurrent jobs
+    * [SINGA-33] Automatically launch a number of processes in the cluster
+    * [SINGA-34] Support external zookeeper service
+    * [SINGA-38] Support concurrent jobs
+    * [SINGA-39] Avoid ssh in scripts for single node environment
+    * [SINGA-43] Remove Job-related output from workspace
+    * [SINGA-56] No automatic launching of zookeeper service
+    * [SINGA-73] Refine the selection of available hosts from host list
 
   * Installation with GNU Auto tool
-    * [SINGA-4] - Refine thirdparty-dependency installation
-    * [SINGA-13] - Separate intermediate files of compilation from source files
-    * [SINGA-17] - Add root permission within thirdparty/install.
-    * [SINGA-27] - Generate python modules for proto objects
-    * [SINGA-53] - Add lmdb compiling options
-    * [SINGA-62] - Remove building scrips and auxiliary files
-    * [SINGA-67] - Add singatest into build targets
+    * [SINGA-4] Refine thirdparty-dependency installation
+    * [SINGA-13] Separate intermediate files of compilation from source files
+    * [SINGA-17] Add root permission within thirdparty/install.
+    * [SINGA-27] Generate python modules for proto objects
+    * [SINGA-53] Add lmdb compiling options
+    * [SINGA-62] Remove building scrips and auxiliary files
+    * [SINGA-67] Add singatest into build targets
 
   * Distributed training
-    * [SINGA-7] - Implement shared memory Hogwild algorithm
-    * [SINGA-8] - Implement distributed Hogwild
-    * [SINGA-19] - Slice large Param objects for load-balance
-    * [SINGA-29] - Update NeuralNet class to enable layer partition type customization
-    * [SINGA-24] - Implement Downpour training framework
-    * [SINGA-32] - Implement AllReduce training framework
-    * [SINGA-57] - Improve Distributed Hogwild
+    * [SINGA-7] Implement shared memory Hogwild algorithm
+    * [SINGA-8] Implement distributed Hogwild
+    * [SINGA-19] Slice large Param objects for load-balance
+    * [SINGA-29] Update NeuralNet class to enable layer partition type customization
+    * [SINGA-24] Implement Downpour training framework
+    * [SINGA-32] Implement AllReduce training framework
+    * [SINGA-57] Improve Distributed Hogwild
 
   * Training algorithms for different model categories
-    * [SINGA-9] - Add Support for Restricted Boltzman Machine (RBM) model
-    * [SINGA-10] - Add Support for Recurrent Neural Networks (RNN)
+    * [SINGA-9] Add Support for Restricted Boltzman Machine (RBM) model
+    * [SINGA-10] Add Support for Recurrent Neural Networks (RNN)
 
   * Checkpoint and restore
-    * [SINGA-12] - Support Checkpoint and Restore
+    * [SINGA-12] Support Checkpoint and Restore
 
   * Unit test
-    * [SINGA-64] - Add the test module for utils/common
+    * [SINGA-64] Add the test module for utils/common
 
   * Programming model
-    * [SINGA-36] - Refactor job configuration, driver program and scripts
-    * [SINGA-37] - Enable users to set parameter sharing in model configuration
-    * [SINGA-54] - Refactor job configuration to move fields in ModelProto out
-    * [SINGA-55] - Refactor main.cc and singa.h
-    * [SINGA-61] - Support user defined classes
-    * [SINGA-65] - Add an example of writing user-defined layers
+    * [SINGA-36] Refactor job configuration, driver program and scripts
+    * [SINGA-37] Enable users to set parameter sharing in model configuration
+    * [SINGA-54] Refactor job configuration to move fields in ModelProto out
+    * [SINGA-55] Refactor main.cc and singa.h
+    * [SINGA-61] Support user defined classes
+    * [SINGA-65] Add an example of writing user-defined layers
 
   * Other features
-    * [SINGA-6] - Implement thread-safe singleton
-    * [SINGA-18] - Update API for displaying performance metric
+    * [SINGA-6] Implement thread-safe singleton
+    * [SINGA-18] Update API for displaying performance metric
+    * [SINGA-77] Integrate with Apache RAT
 
 Some bugs are fixed during the development of this release
   * [SINGA-2] Check failed: zsock_connect
@@ -75,6 +76,7 @@
   * [SINGA-48] Fix a bug in trainer.cc that assigns the same NeuralNet instance to workers from diff groups
   * [SINGA-49] Fix a bug in HandlePutMsg func that sets param fields to invalid values
   * [SINGA-66] Fix bugs in Worker::RunOneBatch function and ClusterProto
+  * [SINGA-79] Fix bug in singatool that can not parse -conf flag
 
 Features planned for the next release
   * [SINGA-11] Start SINGA using Mesos