diff --git a/.circleci/config.yml b/.circleci/config.yml
index 0777bb30f29..7eba2450b18 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -1120,16 +1120,16 @@ workflows:
           name: binary_linux_wheel_py3.7_cu117
           python_version: '3.7'
           wheel_docker_image: pytorch/manylinux-cuda117
-      - binary_linux_wheel:
-          cu_version: rocm5.1.1
-          name: binary_linux_wheel_py3.7_rocm5.1.1
-          python_version: '3.7'
-          wheel_docker_image: pytorch/manylinux-rocm:5.1.1
       - binary_linux_wheel:
           cu_version: rocm5.2
           name: binary_linux_wheel_py3.7_rocm5.2
           python_version: '3.7'
           wheel_docker_image: pytorch/manylinux-rocm:5.2
+      - binary_linux_wheel:
+          cu_version: rocm5.3
+          name: binary_linux_wheel_py3.7_rocm5.3
+          python_version: '3.7'
+          wheel_docker_image: pytorch/manylinux-rocm:5.3
       - binary_win_wheel:
           cu_version: cpu
           filters:
@@ -1655,25 +1655,25 @@ workflows:
           python_version: '3.7'
           wheel_docker_image: pytorch/manylinux-cuda117
       - binary_linux_wheel:
-          cu_version: rocm5.1.1
+          cu_version: rocm5.2
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.7_rocm5.1.1
+          name: nightly_binary_linux_wheel_py3.7_rocm5.2
           python_version: '3.7'
-          wheel_docker_image: pytorch/manylinux-rocm:5.1.1
+          wheel_docker_image: pytorch/manylinux-rocm:5.2
       - binary_linux_wheel:
-          cu_version: rocm5.2
+          cu_version: rocm5.3
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.7_rocm5.2
+          name: nightly_binary_linux_wheel_py3.7_rocm5.3
           python_version: '3.7'
-          wheel_docker_image: pytorch/manylinux-rocm:5.2
+          wheel_docker_image: pytorch/manylinux-rocm:5.3
       - binary_win_wheel:
           cu_version: cpu
           filters:
diff --git a/.circleci/regenerate.py b/.circleci/regenerate.py
index 362bfca9ffb..88c7460b206 100755
--- a/.circleci/regenerate.py
+++ b/.circleci/regenerate.py
@@ -32,7 +32,7 @@ def build_workflows(prefix="", filter_branch=None, upload=False, indentation=6,
         for os_type in ["linux", "macos", "win"]:
             python_versions = PYTHON_VERSIONS
             cu_versions_dict = {
-                "linux": ["cpu", "cu116", "cu117", "rocm5.1.1", "rocm5.2"],
+                "linux": ["cpu", "cu116", "cu117", "rocm5.2", "rocm5.3"],
                 "win": ["cpu", "cu116", "cu117"],
                 "macos": ["cpu"],
             }