Add new runner types for the amazon 2023 ami (#5487)

Adding new runner types to limit the blast radius of testing the amazon
2023 ami in pytorch/pytorch

This lets us port individual jobs over to the new AMI instead of an
all-or-nothing approach, and also allows other repos to be separately
tested.

.github/scale-config.yml

@@ -122,7 +122,7 @@ runner_types:
     instance_type: g6.4xlarge
     is_ephemeral: false
     max_available: 30
-    os: linux    
+    os: linux
   linux.large:
     max_available: 1200
     disk_size: 15
@@ -171,3 +171,145 @@ runner_types:
     is_ephemeral: false
     max_available: 250
     os: windows
+
+  ### Setup runner types to test the Amazon Linux 2023 AMI
+  amz2023.linux.12xlarge:
+    disk_size: 200
+    instance_type: c5.12xlarge
+    is_ephemeral: false
+    max_available: 1000
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.10xlarge.avx2:
+    disk_size: 200
+    instance_type: m4.10xlarge
+    is_ephemeral: false
+    max_available: 60
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.24xl.spr-metal:
+    disk_size: 200
+    instance_type: c7i.metal-24xl
+    is_ephemeral: false
+    max_available: 150
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.16xlarge.spr:
+    disk_size: 200
+    instance_type: c7i.16xlarge
+    is_ephemeral: false
+    max_available: 150
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.12xlarge.ephemeral:
+    disk_size: 200
+    instance_type: c5.12xlarge
+    is_ephemeral: true
+    max_available: 300
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.16xlarge.nvidia.gpu:
+    disk_size: 150
+    instance_type: g3.16xlarge
+    is_ephemeral: false
+    max_available: 150
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.24xlarge:
+    disk_size: 150
+    instance_type: c5.24xlarge
+    is_ephemeral: false
+    max_available: 250
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.2xlarge:
+    disk_size: 150
+    instance_type: c5.2xlarge
+    is_ephemeral: false
+    max_available: 3120
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.4xlarge:
+    disk_size: 150
+    instance_type: c5.4xlarge
+    is_ephemeral: false
+    max_available: 1000
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.4xlarge.nvidia.gpu:
+    disk_size: 150
+    instance_type: g3.4xlarge
+    is_ephemeral: false
+    max_available: 1000
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.8xlarge.nvidia.gpu:
+    disk_size: 150
+    instance_type: g3.8xlarge
+    is_ephemeral: false
+    max_available: 400
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.g4dn.12xlarge.nvidia.gpu:
+    disk_size: 150
+    instance_type: g4dn.12xlarge
+    is_ephemeral: false
+    max_available: 250
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.g4dn.metal.nvidia.gpu:
+    disk_size: 150
+    instance_type: g4dn.metal
+    is_ephemeral: false
+    max_available: 300
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.g5.48xlarge.nvidia.gpu:
+    disk_size: 150
+    instance_type: g5.48xlarge
+    is_ephemeral: false
+    max_available: 200
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.g5.12xlarge.nvidia.gpu:
+    disk_size: 150
+    instance_type: g5.12xlarge
+    is_ephemeral: false
+    max_available: 150
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.g5.4xlarge.nvidia.gpu:
+    disk_size: 150
+    instance_type: g5.4xlarge
+    is_ephemeral: false
+    max_available: 2400
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.g6.4xlarge.experimental.nvidia.gpu:
+    disk_size: 150
+    instance_type: g6.4xlarge
+    is_ephemeral: false
+    max_available: 30
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.large:
+    max_available: 1200
+    disk_size: 15
+    instance_type: c5.large
+    is_ephemeral: false
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.arm64.2xlarge:
+    disk_size: 256
+    instance_type: t4g.2xlarge
+    is_ephemeral: false
+    max_available: 200
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64
+  amz2023.linux.arm64.m7g.4xlarge:
+    disk_size: 256
+    instance_type: m7g.4xlarge
+    is_ephemeral: false
+    max_available: 200
+    os: linux
+    ami: al2023-ami-2023.5.20240701.0-kernel-6.1-x86_64