add pytorch 2.8 training images to release patches (#5226)

Author: jinyan-li1

release_images_patches.yml

@@ -214,8 +214,39 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  # TensorFlow 2.18 Images
+  
+  # PyTorch 2.8 Images
   16:
+    framework: "pytorch"
+    version: "2.8.0"
+    customer_type: "ec2"
+    arch_type: "x86"
+    training:
+      device_types: ["cpu", "gpu"]
+      python_versions: [ "py312" ]
+      os_version: "ubuntu22.04"
+      cuda_version: "cu129"
+      example: False
+      disable_sm_tag: False
+      force_release: False
+      public_registry: True
+  17:
+    framework: "pytorch"
+    version: "2.8.0"
+    customer_type: "sagemaker"
+    arch_type: "x86"
+    training:
+      device_types: ["cpu", "gpu"]
+      python_versions: [ "py312" ]
+      os_version: "ubuntu22.04"
+      cuda_version: "cu129"
+      example: False
+      disable_sm_tag: False
+      force_release: False
+      public_registry: True
+
+  # TensorFlow 2.18 Images
+  18:
     framework: "tensorflow"
     version: "2.18.0"
     customer_type: "ec2"
@@ -229,7 +260,7 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  17:
+  19:
     framework: "tensorflow"
     version: "2.18.0"
     customer_type: "sagemaker"
@@ -243,7 +274,7 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  18:
+  20:
     framework: "tensorflow"
     version: "2.18.0"
     arch_type: "x86"
@@ -257,7 +288,7 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  19:
+  21:
     framework: "tensorflow"
     version: "2.18.0"
     arch_type: "x86"
@@ -271,7 +302,7 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  20:
+  22:
     framework: "tensorflow"
     version: "2.18.0"
     arch_type: "arm64"
@@ -285,7 +316,7 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  21:
+  23:
     framework: "tensorflow"
     version: "2.18.0"
     arch_type: "arm64"
@@ -300,7 +331,7 @@ release_images:
       force_release: False
       public_registry: True
   # TensorFlow 2.19 Images
-  22:
+  24:
     framework: "tensorflow"
     version: "2.19.0"
     customer_type: "sagemaker"
@@ -314,7 +345,7 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  23:
+  25:
     framework: "tensorflow"
     version: "2.19.0"
     arch_type: "x86"
@@ -328,7 +359,7 @@ release_images:
       disable_sm_tag: False
       force_release: False
       public_registry: True
-  24:
+  26:
     framework: "tensorflow"
     version: "2.19.0"
     arch_type: "arm64"