update template and add template for private VPC

Author: ajayvohra2005

cfn-template/deeplearning.template

@@ -74,7 +74,7 @@
     "InstanceType" : {
       "Description" : "The EC2 instance type for workers. For latest GPUs choose p3.xx",
       "Type" : "String",
-      "Default" : "p3dn.24xlarge",
+      "Default" : "p3.16xlarge",
       "AllowedValues" : [
         "p2.16xlarge",
         "p2.8xlarge",
@@ -195,29 +195,29 @@
   },
   "Mappings" : {
     "Ubuntu" : {
-      "us-east-1"      : { "AMI" : "ami-06ddeee5b31a0308f" },
-      "us-east-2"      : { "AMI" : "ami-0c3db42b191436c09" },
-      "us-west-2"      : { "AMI" : "ami-0b43cec40e1390f34" },
-      "eu-west-1"      : { "AMI" : "ami-028a25f96614a39e9" },
-      "eu-central-1"   : { "AMI" : "ami-01c9f9114af1f4b1c" },
-      "ap-southeast-1" : { "AMI" : "ami-01ce8149d2e4ae3d5" },
-      "ap-southeast-2" : { "AMI" : "ami-0a99d35d07c323ea4" },
-      "ap-south-1"     : { "AMI" : "ami-0072f3cbed4acac8b" },
-      "ap-northeast-1" : { "AMI" : "ami-03b728b620f1dbcb6" },
-      "ap-northeast-2" : { "AMI" : "ami-0403080dacdf781b0" }
+      "us-east-1"      : { "AMI" : "ami-0f9e8c4a1305ecd22" },
+      "us-east-2"      : { "AMI" : "ami-0c9ae74667b049f59" },
+      "us-west-2"      : { "AMI" : "ami-0d0ff0945ae093aea" },
+      "eu-west-1"      : { "AMI" : "ami-0827ddd2d8e38aa56" },
+      "eu-central-1"   : { "AMI" : "ami-03580946c6347e2f8" },
+      "ap-southeast-1" : { "AMI" : "ami-09dfb1478dc499b95" },
+      "ap-southeast-2" : { "AMI" : "ami-0a8f8e89b02a21088" },
+      "ap-south-1"     : { "AMI" : "ami-07ffe4e02cf5c2bd0" },
+      "ap-northeast-1" : { "AMI" : "ami-031ce7af929321d3a" },
+      "ap-northeast-2" : { "AMI" : "ami-09c2b38b2fbb748ce" }
 
     },
     "AmazonLinux" : {
-      "us-east-1"      : { "AMI" : "ami-09f0be2e7a739216e" },
-      "us-east-2"      : { "AMI" : "ami-031ff0b59155d29a8" },
-      "us-west-2"      : { "AMI" : "ami-0bbf2b19fefd40f4c" },
-      "eu-west-1"      : { "AMI" : "ami-0378df3826cda83a5" },
-      "eu-central-1"   : { "AMI" : "ami-0e19c933ff07c2451" },
-      "ap-southeast-1" : { "AMI" : "ami-0d7204303a6281932" },
-      "ap-southeast-2" : { "AMI" : "ami-068e883b3301d36e1" },
-      "ap-south-1"     : { "AMI" : "ami-0072f3cbed4acac8b" },
-      "ap-northeast-1" : { "AMI" : "ami-03223d7b5bc1cc101" },
-      "ap-northeast-2" : { "AMI" : "ami-04d4182ecb149455a" }
+      "us-east-1"      : { "AMI" : "ami-0a4b759b63b333b0e" },
+      "us-east-2"      : { "AMI" : "ami-0f71284ab59a38265" },
+      "us-west-2"      : { "AMI" : "ami-0305a0d7a68489e58" },
+      "eu-west-1"      : { "AMI" : "ami-0d2e5838a2908742f" },
+      "eu-central-1"   : { "AMI" : "ami-09b5cb82b50e3c9e9" },
+      "ap-southeast-1" : { "AMI" : "ami-0abbc7f71da968649" },
+      "ap-southeast-2" : { "AMI" : "ami-0b6d01aebbf6a1490" },
+      "ap-south-1"     : { "AMI" : "ami-0e17a6861b2574143" },
+      "ap-northeast-1" : { "AMI" : "ami-0165fe49c30cad525" },
+      "ap-northeast-2" : { "AMI" : "ami-0b54ee3b4c6e0b975" }
 
     },
     "S3" : {