Retag jupyter images with tag v0.5.0 (kubeflow#2805)

* retag jupyter images with tag v0.5.0

* updated the default jupyter image

kubeflow/jupyter/config.yaml

@@ -21,25 +21,29 @@ spawnerFormDefaults:
   image:
     # The container Image for the user's Jupyter Notebook
     # If readonly, this value must be a member of the list below
-    value: gcr.io/kubeflow-images-public/tensorflow-1.10.1-notebook-cpu:v-base-74ac37c-1214
+    value: gcr.io/kubeflow-images-public/tensorflow-1.13.1-notebook-cpu:v0.5.0
     # The list of available standard container Images
     options:
-      - gcr.io/kubeflow-images-public/tensorflow-1.5.1-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.5.1-notebook-gpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.6.0-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.6.0-notebook-gpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.7.0-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.7.0-notebook-gpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.8.0-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.8.0-notebook-gpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.9.0-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.9.0-notebook-gpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.10.1-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.10.1-notebook-gpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.11.0-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.11.0-notebook-gpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.12.0-notebook-cpu:v-base-74ac37c-1214
-      - gcr.io/kubeflow-images-public/tensorflow-1.12.0-notebook-gpu:v-base-74ac37c-1214
+      - gcr.io/kubeflow-images-public/tensorflow-1.5.1-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.5.1-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.6.0-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.6.0-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.7.0-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.7.0-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.8.0-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.8.0-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.9.0-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.9.0-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.10.1-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.10.1-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.11.0-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.11.0-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.12.0-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.12.0-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.13.1-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-1.13.1-notebook-gpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-2.0.0a-notebook-cpu:v0.5.0
+      - gcr.io/kubeflow-images-public/tensorflow-2.0.0a-notebook-gpu:v0.5.0
     # By default, custom container Images are allowed
     # Uncomment the following line to only enable standard container Images
     readOnly: false