From 520f6a178d3517bd012099fa6f58c5699d97355f Mon Sep 17 00:00:00 2001
From: Mingxiao Huang <31092310+mingxiaoh@users.noreply.github.com>
Date: Tue, 5 Jun 2018 16:16:38 +0800
Subject: [PATCH 1/3] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 9e26a7d6..07e8e1ab 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
-# iDeep: Intel Deep Learning Extension Package
+# MKL-DNN bridge for Chainer
 
-Intel Deep Learning Extension Package is a module for collection of accelerated deep learning operations like convolution, deconvolution, relu etc. It uses Intel MKL-DNN as acceleration engine.
+A Chainer module providing mumpy like API and DNN acceleration using MKL-DNN.
 
 
 ## Requirements

From 8b3f1dd26bde1682ef86ff585a42472a951fffa5 Mon Sep 17 00:00:00 2001
From: Mingxiao Huang <31092310+mingxiaoh@users.noreply.github.com>
Date: Tue, 5 Jun 2018 16:22:16 +0800
Subject: [PATCH 2/3] Update README.md

---
 README.md | 22 ++--------------------
 1 file changed, 2 insertions(+), 20 deletions(-)

diff --git a/README.md b/README.md
index 07e8e1ab..d65066c8 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ A Chainer module providing mumpy like API and DNN acceleration using MKL-DNN.
 
 ## Requirements
 
-This preview version of iDeep is tested on Ubuntu 16.04 and OS X.
+This preview version is tested on Ubuntu 16.04 and OS X.
 
 Minimum requirements:
 - cmake 3.0.0+
@@ -23,30 +23,13 @@ Other requirements:
 
 ## Installation
 
-### iDeep Cpp API
-
-Head file mode to introduce iDeep Cpp APIs:
-
-```
-#include "ideep.hpp"
-```
-
-Pin singleton head file to one Cpp file of your project to instance iDeep singletons.
-
-```
-@@ main.cc
-#include "ideep_pin_singletons.hpp"
-```
-
-### Install iDeep python package
-
 If you use old ``setuptools``, upgrade it:
 
 ```
 pip install -U setuptools
 ```
 
-Install iDeep python package(ideep4py) from the source code:
+Install python package from the source code:
 
 ```
 git submodule update --init && mkdir build && cd build && cmake ..
@@ -56,7 +39,6 @@ python setup.py install
 
 ## More information
 - MKL-DNN github: https://github.com/01org/mkl-dnn
-- iDeep github: https://github.com/intel/ideep.git
 - Chainer github: https://github.com/chainer/chainer
 
 ## License

From f08ec6281cbc48e65118e03a4ac49872f7671f3d Mon Sep 17 00:00:00 2001
From: Mingxiao Huang <31092310+mingxiaoh@users.noreply.github.com>
Date: Thu, 7 Jun 2018 16:07:43 +0800
Subject: [PATCH 3/3] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index d65066c8..72e8cde9 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # MKL-DNN bridge for Chainer
 
-A Chainer module providing mumpy like API and DNN acceleration using MKL-DNN.
+A Chainer module providing numpy like API and DNN acceleration using MKL-DNN.
 
 
 ## Requirements