diff --git a/infrastructure-provisioning/src/general/files/aws/deeplearning_description.json b/infrastructure-provisioning/src/general/files/aws/deeplearning_description.json
index da6f79d..d3e48c3 100644
--- a/infrastructure-provisioning/src/general/files/aws/deeplearning_description.json
+++ b/infrastructure-provisioning/src/general/files/aws/deeplearning_description.json
@@ -8,10 +8,10 @@
   "exploratory_environment_versions" :
   [
     {
-      "template_name": "Deep Learning  2.1",
+      "template_name": "Deep Learning  2.2",
       "description": "Base image with Deep Learning and Jupyter",
       "environment_type": "exploratory",
-      "version": "deeplearning-2.1",
+      "version": "deeplearning-2.2",
       "vendor": "AWS"
     }
   ]
diff --git a/infrastructure-provisioning/src/general/files/azure/deeplearning_description.json b/infrastructure-provisioning/src/general/files/azure/deeplearning_description.json
index 704ba7d..5ad1114 100644
--- a/infrastructure-provisioning/src/general/files/azure/deeplearning_description.json
+++ b/infrastructure-provisioning/src/general/files/azure/deeplearning_description.json
@@ -8,10 +8,10 @@
   "exploratory_environment_versions" :
   [
     {
-      "template_name": "Deep Learning  2.1",
+      "template_name": "Deep Learning  2.2",
       "description": "Base image with Deep Learning and Jupyter",
       "environment_type": "exploratory",
-      "version": "deeplearning-2.1",
+      "version": "deeplearning-2.2",
       "vendor": "Azure"
     }
   ]
diff --git a/infrastructure-provisioning/src/general/files/gcp/deeplearning_description.json b/infrastructure-provisioning/src/general/files/gcp/deeplearning_description.json
index ceaebc2..0ea1159 100644
--- a/infrastructure-provisioning/src/general/files/gcp/deeplearning_description.json
+++ b/infrastructure-provisioning/src/general/files/gcp/deeplearning_description.json
@@ -10,10 +10,10 @@
   "exploratory_environment_versions" :
   [
     {
-      "template_name": "Deep Learning  2.1",
+      "template_name": "Deep Learning  2.2",
       "description": "Base image with Deep Learning and Jupyter",
       "environment_type": "exploratory",
-      "version": "deeplearning-2.1",
+      "version": "deeplearning-2.2",
       "vendor": "GCP"
     }
   ]
diff --git a/integration-tests/examples/azure_templates/deeplearning/deeplearning-notebook.json b/integration-tests/examples/azure_templates/deeplearning/deeplearning-notebook.json
index fb32358..bf0159d 100644
--- a/integration-tests/examples/azure_templates/deeplearning/deeplearning-notebook.json
+++ b/integration-tests/examples/azure_templates/deeplearning/deeplearning-notebook.json
@@ -2,6 +2,6 @@
   "image" : "docker.dlab-deeplearning",
   "name" : "set the name",
   "shape" : "Standard_NC6",
-  "version" : "deeplearning-2.1",
-  "template_name" : "Deep Learning 2.1"
+  "version" : "deeplearning-2.2",
+  "template_name" : "Deep Learning 2.2"
 }
\ No newline at end of file
diff --git a/integration-tests/examples/ec2_templates/deeplearning/deeplearning-notebook.json b/integration-tests/examples/ec2_templates/deeplearning/deeplearning-notebook.json
index b1e6598..846203b 100644
--- a/integration-tests/examples/ec2_templates/deeplearning/deeplearning-notebook.json
+++ b/integration-tests/examples/ec2_templates/deeplearning/deeplearning-notebook.json
@@ -2,6 +2,6 @@
   "image" : "docker.dlab-deeplearning",
   "name" : "set the name",
   "shape" : "p2.xlarge",
-  "version" : "deeplearning-2.1",
-  "template_name" : "Deep Learning 2.1"
+  "version" : "deeplearning-2.2",
+  "template_name" : "Deep Learning 2.2"
 }
\ No newline at end of file