diff --git a/.circleci/config.yml b/.circleci/config.yml
index 9aee7eddc25..d9c18271815 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -1008,16 +1008,16 @@ workflows:
           name: binary_linux_wheel_py3.6_cu113
           python_version: '3.6'
           wheel_docker_image: pytorch/manylinux-cuda113
-      - binary_linux_wheel:
-          cu_version: rocm4.1
-          name: binary_linux_wheel_py3.6_rocm4.1
-          python_version: '3.6'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
       - binary_linux_wheel:
           cu_version: rocm4.2
           name: binary_linux_wheel_py3.6_rocm4.2
           python_version: '3.6'
           wheel_docker_image: pytorch/manylinux-rocm:4.2
+      - binary_linux_wheel:
+          cu_version: rocm4.3.1
+          name: binary_linux_wheel_py3.6_rocm4.3.1
+          python_version: '3.6'
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_linux_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
@@ -1047,16 +1047,16 @@ workflows:
           name: binary_linux_wheel_py3.7_cu113
           python_version: '3.7'
           wheel_docker_image: pytorch/manylinux-cuda113
-      - binary_linux_wheel:
-          cu_version: rocm4.1
-          name: binary_linux_wheel_py3.7_rocm4.1
-          python_version: '3.7'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
       - binary_linux_wheel:
           cu_version: rocm4.2
           name: binary_linux_wheel_py3.7_rocm4.2
           python_version: '3.7'
           wheel_docker_image: pytorch/manylinux-rocm:4.2
+      - binary_linux_wheel:
+          cu_version: rocm4.3.1
+          name: binary_linux_wheel_py3.7_rocm4.3.1
+          python_version: '3.7'
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_linux_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
@@ -1081,16 +1081,16 @@ workflows:
           name: binary_linux_wheel_py3.8_cu113
           python_version: '3.8'
           wheel_docker_image: pytorch/manylinux-cuda113
-      - binary_linux_wheel:
-          cu_version: rocm4.1
-          name: binary_linux_wheel_py3.8_rocm4.1
-          python_version: '3.8'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
       - binary_linux_wheel:
           cu_version: rocm4.2
           name: binary_linux_wheel_py3.8_rocm4.2
           python_version: '3.8'
           wheel_docker_image: pytorch/manylinux-rocm:4.2
+      - binary_linux_wheel:
+          cu_version: rocm4.3.1
+          name: binary_linux_wheel_py3.8_rocm4.3.1
+          python_version: '3.8'
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_linux_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
@@ -1115,16 +1115,16 @@ workflows:
           name: binary_linux_wheel_py3.9_cu113
           python_version: '3.9'
           wheel_docker_image: pytorch/manylinux-cuda113
-      - binary_linux_wheel:
-          cu_version: rocm4.1
-          name: binary_linux_wheel_py3.9_rocm4.1
-          python_version: '3.9'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
       - binary_linux_wheel:
           cu_version: rocm4.2
           name: binary_linux_wheel_py3.9_rocm4.2
           python_version: '3.9'
           wheel_docker_image: pytorch/manylinux-rocm:4.2
+      - binary_linux_wheel:
+          cu_version: rocm4.3.1
+          name: binary_linux_wheel_py3.9_rocm4.3.1
+          python_version: '3.9'
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_macos_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
@@ -1887,15 +1887,15 @@ workflows:
           requires:
           - nightly_binary_linux_wheel_py3.6_cu113_upload
       - binary_linux_wheel:
-          cu_version: rocm4.1
+          cu_version: rocm4.2
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.6_rocm4.1
+          name: nightly_binary_linux_wheel_py3.6_rocm4.2
           python_version: '3.6'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
+          wheel_docker_image: pytorch/manylinux-rocm:4.2
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -1903,29 +1903,29 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.6_rocm4.1_upload
+          name: nightly_binary_linux_wheel_py3.6_rocm4.2_upload
           requires:
-          - nightly_binary_linux_wheel_py3.6_rocm4.1
-          subfolder: rocm4.1/
+          - nightly_binary_linux_wheel_py3.6_rocm4.2
+          subfolder: rocm4.2/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.6_rocm4.1_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.6_rocm4.2_smoke_test_pip
           python_version: '3.6'
           requires:
-          - nightly_binary_linux_wheel_py3.6_rocm4.1_upload
+          - nightly_binary_linux_wheel_py3.6_rocm4.2_upload
       - binary_linux_wheel:
-          cu_version: rocm4.2
+          cu_version: rocm4.3.1
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.6_rocm4.2
+          name: nightly_binary_linux_wheel_py3.6_rocm4.3.1
           python_version: '3.6'
-          wheel_docker_image: pytorch/manylinux-rocm:4.2
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -1933,19 +1933,19 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.6_rocm4.2_upload
+          name: nightly_binary_linux_wheel_py3.6_rocm4.3.1_upload
           requires:
-          - nightly_binary_linux_wheel_py3.6_rocm4.2
-          subfolder: rocm4.2/
+          - nightly_binary_linux_wheel_py3.6_rocm4.3.1
+          subfolder: rocm4.3.1/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.6_rocm4.2_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.6_rocm4.3.1_smoke_test_pip
           python_version: '3.6'
           requires:
-          - nightly_binary_linux_wheel_py3.6_rocm4.2_upload
+          - nightly_binary_linux_wheel_py3.6_rocm4.3.1_upload
       - binary_linux_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
@@ -2071,15 +2071,15 @@ workflows:
           requires:
           - nightly_binary_linux_wheel_py3.7_cu113_upload
       - binary_linux_wheel:
-          cu_version: rocm4.1
+          cu_version: rocm4.2
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.7_rocm4.1
+          name: nightly_binary_linux_wheel_py3.7_rocm4.2
           python_version: '3.7'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
+          wheel_docker_image: pytorch/manylinux-rocm:4.2
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -2087,29 +2087,29 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.7_rocm4.1_upload
+          name: nightly_binary_linux_wheel_py3.7_rocm4.2_upload
           requires:
-          - nightly_binary_linux_wheel_py3.7_rocm4.1
-          subfolder: rocm4.1/
+          - nightly_binary_linux_wheel_py3.7_rocm4.2
+          subfolder: rocm4.2/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.7_rocm4.1_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.7_rocm4.2_smoke_test_pip
           python_version: '3.7'
           requires:
-          - nightly_binary_linux_wheel_py3.7_rocm4.1_upload
+          - nightly_binary_linux_wheel_py3.7_rocm4.2_upload
       - binary_linux_wheel:
-          cu_version: rocm4.2
+          cu_version: rocm4.3.1
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.7_rocm4.2
+          name: nightly_binary_linux_wheel_py3.7_rocm4.3.1
           python_version: '3.7'
-          wheel_docker_image: pytorch/manylinux-rocm:4.2
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -2117,19 +2117,19 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.7_rocm4.2_upload
+          name: nightly_binary_linux_wheel_py3.7_rocm4.3.1_upload
           requires:
-          - nightly_binary_linux_wheel_py3.7_rocm4.2
-          subfolder: rocm4.2/
+          - nightly_binary_linux_wheel_py3.7_rocm4.3.1
+          subfolder: rocm4.3.1/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.7_rocm4.2_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.7_rocm4.3.1_smoke_test_pip
           python_version: '3.7'
           requires:
-          - nightly_binary_linux_wheel_py3.7_rocm4.2_upload
+          - nightly_binary_linux_wheel_py3.7_rocm4.3.1_upload
       - binary_linux_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
@@ -2255,15 +2255,15 @@ workflows:
           requires:
           - nightly_binary_linux_wheel_py3.8_cu113_upload
       - binary_linux_wheel:
-          cu_version: rocm4.1
+          cu_version: rocm4.2
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.8_rocm4.1
+          name: nightly_binary_linux_wheel_py3.8_rocm4.2
           python_version: '3.8'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
+          wheel_docker_image: pytorch/manylinux-rocm:4.2
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -2271,29 +2271,29 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.8_rocm4.1_upload
+          name: nightly_binary_linux_wheel_py3.8_rocm4.2_upload
           requires:
-          - nightly_binary_linux_wheel_py3.8_rocm4.1
-          subfolder: rocm4.1/
+          - nightly_binary_linux_wheel_py3.8_rocm4.2
+          subfolder: rocm4.2/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.8_rocm4.1_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.8_rocm4.2_smoke_test_pip
           python_version: '3.8'
           requires:
-          - nightly_binary_linux_wheel_py3.8_rocm4.1_upload
+          - nightly_binary_linux_wheel_py3.8_rocm4.2_upload
       - binary_linux_wheel:
-          cu_version: rocm4.2
+          cu_version: rocm4.3.1
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.8_rocm4.2
+          name: nightly_binary_linux_wheel_py3.8_rocm4.3.1
           python_version: '3.8'
-          wheel_docker_image: pytorch/manylinux-rocm:4.2
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -2301,19 +2301,19 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.8_rocm4.2_upload
+          name: nightly_binary_linux_wheel_py3.8_rocm4.3.1_upload
           requires:
-          - nightly_binary_linux_wheel_py3.8_rocm4.2
-          subfolder: rocm4.2/
+          - nightly_binary_linux_wheel_py3.8_rocm4.3.1
+          subfolder: rocm4.3.1/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.8_rocm4.2_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.8_rocm4.3.1_smoke_test_pip
           python_version: '3.8'
           requires:
-          - nightly_binary_linux_wheel_py3.8_rocm4.2_upload
+          - nightly_binary_linux_wheel_py3.8_rocm4.3.1_upload
       - binary_linux_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
@@ -2439,15 +2439,15 @@ workflows:
           requires:
           - nightly_binary_linux_wheel_py3.9_cu113_upload
       - binary_linux_wheel:
-          cu_version: rocm4.1
+          cu_version: rocm4.2
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.9_rocm4.1
+          name: nightly_binary_linux_wheel_py3.9_rocm4.2
           python_version: '3.9'
-          wheel_docker_image: pytorch/manylinux-rocm:4.1
+          wheel_docker_image: pytorch/manylinux-rocm:4.2
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -2455,29 +2455,29 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.9_rocm4.1_upload
+          name: nightly_binary_linux_wheel_py3.9_rocm4.2_upload
           requires:
-          - nightly_binary_linux_wheel_py3.9_rocm4.1
-          subfolder: rocm4.1/
+          - nightly_binary_linux_wheel_py3.9_rocm4.2
+          subfolder: rocm4.2/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.9_rocm4.1_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.9_rocm4.2_smoke_test_pip
           python_version: '3.9'
           requires:
-          - nightly_binary_linux_wheel_py3.9_rocm4.1_upload
+          - nightly_binary_linux_wheel_py3.9_rocm4.2_upload
       - binary_linux_wheel:
-          cu_version: rocm4.2
+          cu_version: rocm4.3.1
           filters:
             branches:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.9_rocm4.2
+          name: nightly_binary_linux_wheel_py3.9_rocm4.3.1
           python_version: '3.9'
-          wheel_docker_image: pytorch/manylinux-rocm:4.2
+          wheel_docker_image: pytorch/manylinux-rocm:4.3.1
       - binary_wheel_upload:
           context: org-member
           filters:
@@ -2485,19 +2485,19 @@ workflows:
               only: nightly
             tags:
               only: /v[0-9]+(\.[0-9]+)*-rc[0-9]+/
-          name: nightly_binary_linux_wheel_py3.9_rocm4.2_upload
+          name: nightly_binary_linux_wheel_py3.9_rocm4.3.1_upload
           requires:
-          - nightly_binary_linux_wheel_py3.9_rocm4.2
-          subfolder: rocm4.2/
+          - nightly_binary_linux_wheel_py3.9_rocm4.3.1
+          subfolder: rocm4.3.1/
       - smoke_test_linux_pip:
           filters:
             branches:
               only:
               - nightly
-          name: nightly_binary_linux_wheel_py3.9_rocm4.2_smoke_test_pip
+          name: nightly_binary_linux_wheel_py3.9_rocm4.3.1_smoke_test_pip
           python_version: '3.9'
           requires:
-          - nightly_binary_linux_wheel_py3.9_rocm4.2_upload
+          - nightly_binary_linux_wheel_py3.9_rocm4.3.1_upload
       - binary_macos_wheel:
           conda_docker_image: pytorch/conda-builder:cpu
           cu_version: cpu
diff --git a/.circleci/regenerate.py b/.circleci/regenerate.py
index 3a1fac4bb86..2e1d397394c 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", "cu102", "cu111", "cu113", "rocm4.1", "rocm4.2"],
+                "linux": ["cpu", "cu102", "cu111", "cu113", "rocm4.2", "rocm4.3.1"],
                 "win": ["cpu", "cu102", "cu111", "cu113"],
                 "macos": ["cpu"],
             }