diff --git a/README.md b/README.md
index 5533b7fa1a27ac8f27510a17a566db6f0685d7f6..8069a625f5c7abee02544a4930a02280c5c683af 100644
--- a/README.md
+++ b/README.md
@@ -24,11 +24,11 @@ This project defines the following:
 
 ### MindSpore Docker Image
 
-MindSpore docker image is hosted on [Docker Hub](https://hub.docker.com/repository/docker/mindspore/mindspore),
+MindSpore docker image is hosted on [Docker Hub](https://hub.docker.com/r/mindspore/mindspore-cpu),
 you can directly fetch the image using the below command:
 
 ```
-docker pull mindspore/mindspore:0.1.0-alpha
+docker pull mindspore/mindspore-cpu:0.1.0-alpha
 ```
 
 ### Design
@@ -41,7 +41,7 @@ metadata:
   name: msjob-mnist
 spec:
   containers:
-  - image: mindspore/mindspore:0.1.0-alpha
+  - image: mindspore/mindspore-cpu:0.1.0-alpha
     imagePullPolicy: IfNotPresent
     name: msjob-mnist
     command: ["/bin/bash", "-c", "python /tmp/test/MNIST/lenet.py"]
@@ -92,7 +92,7 @@ The MindSpore image we download from docker hub is `0.1.0-alpha` version:
 
 ```
 REPOSITORY                          TAG                   IMAGE ID            CREATED             SIZE
-mindspore/mindspore                 0.1.0-alpha           1cefbd0f7846        2 days ago          1.69GB
+mindspore/mindspore-cpu:            0.1.0-alpha           1cefbd0f7846        2 days ago          1.69GB
 ```
 
 MindSpore supports heterogeneous computing including multiple hardware and
@@ -217,7 +217,7 @@ spec:
       template:
         spec:
           containers:
-          - image: mindspore/mindspore:0.1.0-alpha
+          - image: mindspore/mindspore-cpu:0.1.0-alpha
             imagePullPolicy: IfNotPresent
             name: msjob-mnist
             command: ["/bin/bash", "-c", "python /tmp/test/MNIST/lenet.py"]
@@ -240,7 +240,7 @@ spec:
       template:
         spec:
           containers:
-          - image: mindspore/mindspore:0.1.0-alpha
+          - image: mindspore/mindspore-cpu:0.1.0-alpha
             imagePullPolicy: IfNotPresent
             name: msjob-mnist
             command: ["/bin/bash", "-c", "python /tmp/test/MNIST/lenet.py"]
diff --git a/examples/ms-dist-train.yaml b/examples/ms-dist-train.yaml
index 0748deca8852234b2c33f217540ed8e8e190f8b3..e479bc8f71ee73c977fd5d113cee03b1a5389e5d 100644
--- a/examples/ms-dist-train.yaml
+++ b/examples/ms-dist-train.yaml
@@ -12,7 +12,7 @@ spec:
       template:
         spec:
           containers:
-          - image: mindspore/mindspore:0.1.0-alpha
+          - image: mindspore/mindspore-cpu:0.1.0-alpha
             imagePullPolicy: IfNotPresent
             name: msjob-mnist
             command: ["/bin/bash", "-c", "python /tmp/test/MNIST/lenet.py"]
@@ -35,7 +35,7 @@ spec:
       template:
         spec:
           containers:
-          - image: mindspore/mindspore:0.1.0-alpha
+          - image: mindspore/mindspore-cpu:0.1.0-alpha
             imagePullPolicy: IfNotPresent
             name: msjob-mnist
             command: ["/bin/bash", "-c", "python /tmp/test/MNIST/lenet.py"]
diff --git a/examples/ms-mnist.yaml b/examples/ms-mnist.yaml
index ffb7211e423f13771d18062b9395be0cf8382c21..c7fa930334c4d816e2160709deddf6a818eeccfa 100644
--- a/examples/ms-mnist.yaml
+++ b/examples/ms-mnist.yaml
@@ -4,7 +4,7 @@ metadata:
   name: msjob-mnist
 spec:
   containers:
-  - image: mindspore/mindspore:0.1.0-alpha
+  - image: mindspore/mindspore-cpu:0.1.0-alpha
     imagePullPolicy: IfNotPresent
     name: msjob-mnist
     command: ["/bin/bash", "-c", "python /tmp/test/MNIST/lenet.py"]