From 90043d8cb9417c13c34713ad3df1f1b934692219 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Mon, 21 Jul 2025 15:25:46 +0000
Subject: [PATCH 01/57] Made changes to split upload S3 with conditions

---
 .../build_portable_linux_pytorch_wheels.yml   | 32 ++++++++++++-------
 1 file changed, 20 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 8a5d4dec0ce..7d44eb6ee84 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -167,18 +167,6 @@ jobs:
         run: |
           python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
 
-      - name: Upload wheels to S3
-        if: ${{ github.repository_owner == 'ROCm' }}
-        run: |
-          aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
-            --recursive --exclude "*" --include "*.whl"
-
-      - name: (Re-)Generate Python package release index
-        if: ${{ github.repository_owner == 'ROCm' }}
-        run: |
-          pip install boto3 packaging
-          python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}
-
   generate_target_to_run:
     name: Generate target_to_run
     runs-on: ubuntu-24.04
@@ -207,3 +195,23 @@ jobs:
       python_version: ${{ inputs.python_version }}
       torch_version: ${{ needs.build_pytorch_wheels.outputs.torch_version }}
       pytorch_version: ${{ inputs.pytorch_version }}
+
+  upload_pytorch_wheels:
+    name: Upload PyTorch Wheels to S3
+    needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
+    if: success() && github.repository_owner == 'ROCm'
+    runs-on: ubuntu-24.04
+    env:
+      PACKAGE_DIST_DIR: ${{ github.workspace }}/output/packages/dist
+      S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
+    steps:
+      - name: Upload wheels to S3
+        run: |
+          aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
+            --recursive --exclude "*" --include "*.whl"
+
+      - name: (Re-)Generate Python package release index
+        run: |
+          pip install boto3 packaging
+          python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}
+

From 2830983152d7e4774dec30b70281051638caf38a Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Mon, 21 Jul 2025 15:28:34 +0000
Subject: [PATCH 02/57] refactor changes

---
 .../workflows/build_portable_linux_pytorch_wheels.yml | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 7d44eb6ee84..d9c9e778dc2 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -205,6 +205,17 @@ jobs:
       PACKAGE_DIST_DIR: ${{ github.workspace }}/output/packages/dist
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
     steps:
+      - name: Configure AWS Credentials
+        if: always()
+        uses: aws-actions/configure-aws-credentials@b47578312673ae6fa5b5096b330d9fbac3d116df # v4.2.1
+        with:
+          aws-region: us-east-2
+          role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
+
+      - name: Sanity Check Wheel
+        run: |
+          python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
+          
       - name: Upload wheels to S3
         run: |
           aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \

From 2db249560db6b18ece0297e2a6c8b1d7c9098ed2 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 13:23:49 +0000
Subject: [PATCH 03/57] Added copy to staging sub-dir and copy from staging to
 release steps

---
 .../build_portable_linux_pytorch_wheels.yml   | 20 ++++++++++++++++---
 1 file changed, 17 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index d9c9e778dc2..676f80e6c91 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -167,6 +167,16 @@ jobs:
         run: |
           python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
 
+      - name: Upload wheels to Staging S3
+        run: |
+          aws s3 cp s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/staging/ \
+            --recursive --exclude "*" --include "*.whl"
+
+      - name: (Re-)Generate Python package release index
+        run: |
+          pip install boto3 packaging
+          python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/staging
+
   generate_target_to_run:
     name: Generate target_to_run
     runs-on: ubuntu-24.04
@@ -183,6 +193,9 @@ jobs:
           PLATFORM: "linux"
         run: python ./build_tools/github_actions/configure_target_run.py
 
+      - name: Debug test-runs-on
+        run: echo "Test runs on: ${{ steps.configure.outputs.test-runs-on }}"
+
   test_pytorch_wheels:
     name: Test | ${{ inputs.amdgpu_family }} | ${{ needs.generate_target_to_run.outputs.test_runs_on }}
     if: ${{ needs.generate_target_to_run.outputs.test_runs_on != '' }}
@@ -215,10 +228,11 @@ jobs:
       - name: Sanity Check Wheel
         run: |
           python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
-          
-      - name: Upload wheels to S3
+
+      - name: Copy wheels from staging sub-dir to release dir S3
         run: |
-          aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
+          aws s3 cp s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/staging/ \
+          s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
             --recursive --exclude "*" --include "*.whl"
 
       - name: (Re-)Generate Python package release index

From c7ed8460c11eb6738dd6f5c7bdf4cd59277b6d13 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 13:27:45 +0000
Subject: [PATCH 04/57] Added copy to staging sub-dir and copy from staging to
 release steps

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 676f80e6c91..3f67b05ab27 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -192,10 +192,7 @@ jobs:
           TARGET: ${{ inputs.amdgpu_family }}
           PLATFORM: "linux"
         run: python ./build_tools/github_actions/configure_target_run.py
-
-      - name: Debug test-runs-on
-        run: echo "Test runs on: ${{ steps.configure.outputs.test-runs-on }}"
-
+        
   test_pytorch_wheels:
     name: Test | ${{ inputs.amdgpu_family }} | ${{ needs.generate_target_to_run.outputs.test_runs_on }}
     if: ${{ needs.generate_target_to_run.outputs.test_runs_on != '' }}

From 25e4ffe4da04299a0d33d6eda9f53ad5374b351e Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 13:50:21 +0000
Subject: [PATCH 05/57] Updated directories for test

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 3f67b05ab27..dea90b03d65 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -169,13 +169,13 @@ jobs:
 
       - name: Upload wheels to Staging S3
         run: |
-          aws s3 cp s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/staging/ \
+          aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/staging/${{ inputs.amdgpu_family }}/ \
             --recursive --exclude "*" --include "*.whl"
 
       - name: (Re-)Generate Python package release index
         run: |
           pip install boto3 packaging
-          python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/staging
+          python ./build_tools/third_party/s3_management/manage.py staging/${{ inputs.amdgpu_family }}
 
   generate_target_to_run:
     name: Generate target_to_run
@@ -192,7 +192,7 @@ jobs:
           TARGET: ${{ inputs.amdgpu_family }}
           PLATFORM: "linux"
         run: python ./build_tools/github_actions/configure_target_run.py
-        
+
   test_pytorch_wheels:
     name: Test | ${{ inputs.amdgpu_family }} | ${{ needs.generate_target_to_run.outputs.test_runs_on }}
     if: ${{ needs.generate_target_to_run.outputs.test_runs_on != '' }}
@@ -228,7 +228,7 @@ jobs:
 
       - name: Copy wheels from staging sub-dir to release dir S3
         run: |
-          aws s3 cp s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/staging/ \
+          aws s3 cp s3://${{ env.S3_BUCKET_PY }}/staging/${{ inputs.amdgpu_family }}/ \
           s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
             --recursive --exclude "*" --include "*.whl"
 

From 3c794069401409d1b8f632b76e6d6c9ec216871c Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 14:26:58 +0000
Subject: [PATCH 06/57] Adding Staging sub-dir

---
 .../build_portable_linux_pytorch_wheels.yml    | 18 ++++++++++++++----
 1 file changed, 14 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index dea90b03d65..47684e9cce9 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -17,6 +17,10 @@ on:
         description: S3 subdirectory, not including the GPU-family
         required: true
         type: string
+      s3_staging_subdir:
+        description: S3 staging subdirectory, not including the GPU-family
+        required: true
+        type: string
       cloudfront_url:
         description: CloudFront URL pointing to Python index
         required: true
@@ -55,6 +59,10 @@ on:
         description: S3 subdirectory, not including the GPU-family
         type: string
         default: "v2"
+      s3_staging_subdir:
+        description: S3 staging subdirectory, not including the GPU-family
+        type: string
+        default: "v2-staging"
       cloudfront_url:
         description: CloudFront base URL pointing to Python index
         type: string
@@ -168,14 +176,16 @@ jobs:
           python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
 
       - name: Upload wheels to Staging S3
+        if: ${{ github.repository_owner == 'ROCm' }}
         run: |
-          aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/staging/${{ inputs.amdgpu_family }}/ \
+          aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
             --recursive --exclude "*" --include "*.whl"
 
       - name: (Re-)Generate Python package release index
+        if: ${{ github.repository_owner == 'ROCm' }}
         run: |
           pip install boto3 packaging
-          python ./build_tools/third_party/s3_management/manage.py staging/${{ inputs.amdgpu_family }}
+          python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}
 
   generate_target_to_run:
     name: Generate target_to_run
@@ -208,7 +218,7 @@ jobs:
 
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
-    needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
+    needs: [build_pytorch_wheels, generate_target_to_run]
     if: success() && github.repository_owner == 'ROCm'
     runs-on: ubuntu-24.04
     env:
@@ -228,7 +238,7 @@ jobs:
 
       - name: Copy wheels from staging sub-dir to release dir S3
         run: |
-          aws s3 cp s3://${{ env.S3_BUCKET_PY }}/staging/${{ inputs.amdgpu_family }}/ \
+          aws s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
           s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
             --recursive --exclude "*" --include "*.whl"
 

From a22814aaa59e9a38d1157e369c45439af6f5de9b Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 14:30:37 +0000
Subject: [PATCH 07/57] Adding staging prefixes to s3_management script

---
 build_tools/third_party/s3_management/manage.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/build_tools/third_party/s3_management/manage.py b/build_tools/third_party/s3_management/manage.py
index 24bb3a6d5cb..8522d4b82c4 100644
--- a/build_tools/third_party/s3_management/manage.py
+++ b/build_tools/third_party/s3_management/manage.py
@@ -36,10 +36,15 @@
 ACCEPTED_FILE_EXTENSIONS = ("whl", "zip", "tar.gz")
 PREFIXES = [
     "v2/gfx110X-dgpu",
+    "v2-staging/gfx110X-dgpu",
     "v2/gfx1151",
+    "v2-staging/gfx1151",
     "v2/gfx120X-all",
+    "v2-staging/gfx120X-all",
     "v2/gfx94X-dcgpu",
+    "v2-staging/gfx94X-dcgpu"
     "v2/gfx950-dcgpu",
+    "v2-staging/gfx950-dcgpu"
 ]
 
 CUSTOM_PREFIX = getenv('CUSTOM_PREFIX')

From 4f2445212376ff9a94deb415d3b1d0fccca176cc Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 15:02:49 +0000
Subject: [PATCH 08/57] fixed_typo

---
 build_tools/third_party/s3_management/manage.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/build_tools/third_party/s3_management/manage.py b/build_tools/third_party/s3_management/manage.py
index 8522d4b82c4..6489208a88e 100644
--- a/build_tools/third_party/s3_management/manage.py
+++ b/build_tools/third_party/s3_management/manage.py
@@ -42,7 +42,7 @@
     "v2/gfx120X-all",
     "v2-staging/gfx120X-all",
     "v2/gfx94X-dcgpu",
-    "v2-staging/gfx94X-dcgpu"
+    "v2-staging/gfx94X-dcgpu",
     "v2/gfx950-dcgpu",
     "v2-staging/gfx950-dcgpu"
 ]

From c7bc598a30494d7dbcafded7df6a7209d90af328 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 16:02:35 +0000
Subject: [PATCH 09/57] Made test execute from staging bucket

---
 .../workflows/build_portable_linux_pytorch_wheels.yml  | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 47684e9cce9..169b62a0833 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -25,6 +25,10 @@ on:
         description: CloudFront URL pointing to Python index
         required: true
         type: string
+      cloudfront_staging_url:
+        description: CloudFront URL pointing to Python index
+        required: true
+        type: string
       rocm_version:
         description: ROCm version to pip install
         type: string
@@ -67,6 +71,10 @@ on:
         description: CloudFront base URL pointing to Python index
         type: string
         default: "https://d25kgig7rdsyks.cloudfront.net/v2"
+      cloudfront_staging_url:
+        description: CloudFront base URL pointing to Python index
+        type: string
+        default: "https://d25kgig7rdsyks.cloudfront.net/v2-staging"
       rocm_version:
         description: ROCm version to pip install
         type: string
@@ -211,7 +219,7 @@ jobs:
     with:
       amdgpu_family: ${{ inputs.amdgpu_family }}
       test_runs_on: ${{ needs.generate_target_to_run.outputs.test_runs_on }}
-      cloudfront_url: ${{ inputs.cloudfront_url }}
+      cloudfront_url: ${{ inputs.cloudfront_staging_url }}
       python_version: ${{ inputs.python_version }}
       torch_version: ${{ needs.build_pytorch_wheels.outputs.torch_version }}
       pytorch_version: ${{ inputs.pytorch_version }}

From c40e61ed35642ea51e129d8a1ca11434acfbb5c8 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 16:16:05 +0000
Subject: [PATCH 10/57] Made test execute from staging bucket

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 169b62a0833..91c6af17662 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -240,10 +240,6 @@ jobs:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
-      - name: Sanity Check Wheel
-        run: |
-          python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
-
       - name: Copy wheels from staging sub-dir to release dir S3
         run: |
           aws s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \

From 76a4f93927262b1f9eeee3dd8f5dd374eec95b52 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 19:04:34 +0000
Subject: [PATCH 11/57] Changed the build index to staging bucket

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 91c6af17662..8fdf62c7e02 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -167,7 +167,7 @@ jobs:
             build \
             --install-rocm \
             --pip-cache-dir /tmp/pipcache \
-            --index-url "${{ inputs.cloudfront_url }}/${{ inputs.amdgpu_family }}/" \
+            --index-url "${{ inputs.cloudfront_staging_url }}/${{ inputs.amdgpu_family }}/" \
             --clean \
             --output-dir ${{ env.PACKAGE_DIST_DIR }} ${{ env.optional_build_prod_arguments }}
           python ./build_tools/github_actions/write_torch_versions.py --dist-dir ${{ env.PACKAGE_DIST_DIR }}
@@ -242,8 +242,9 @@ jobs:
 
       - name: Copy wheels from staging sub-dir to release dir S3
         run: |
-          aws s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
-          s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
+          aws s3 cp \
+            s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
+            s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
             --recursive --exclude "*" --include "*.whl"
 
       - name: (Re-)Generate Python package release index

From c47dad235bdc2d009922c23f06444ed17521c1f2 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 20:05:33 +0000
Subject: [PATCH 12/57] Changed the build index to dev bucket

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 8fdf62c7e02..036488f7352 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -167,7 +167,7 @@ jobs:
             build \
             --install-rocm \
             --pip-cache-dir /tmp/pipcache \
-            --index-url "${{ inputs.cloudfront_staging_url }}/${{ inputs.amdgpu_family }}/" \
+            --index-url "${{ inputs.cloudfront_url }}/${{ inputs.amdgpu_family }}/" \
             --clean \
             --output-dir ${{ env.PACKAGE_DIST_DIR }} ${{ env.optional_build_prod_arguments }}
           python ./build_tools/github_actions/write_torch_versions.py --dist-dir ${{ env.PACKAGE_DIST_DIR }}

From 26acce75c2fa14cf3b49da02c7ecbffcad42b33e Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 22 Jul 2025 20:06:40 +0000
Subject: [PATCH 13/57] Added test gating

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 036488f7352..e45b1075bbc 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -226,7 +226,7 @@ jobs:
 
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
-    needs: [build_pytorch_wheels, generate_target_to_run]
+    needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
     if: success() && github.repository_owner == 'ROCm'
     runs-on: ubuntu-24.04
     env:

From d28412897b8fea7b64013b51a75e978a3789228d Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Wed, 23 Jul 2025 21:50:54 +0000
Subject: [PATCH 14/57] Added repo checkout in upload_pytorch_wheels step

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index e45b1075bbc..5b538c2cd96 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -233,6 +233,9 @@ jobs:
       PACKAGE_DIST_DIR: ${{ github.workspace }}/output/packages/dist
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
     steps:
+      - name: Checkout
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+
       - name: Configure AWS Credentials
         if: always()
         uses: aws-actions/configure-aws-credentials@b47578312673ae6fa5b5096b330d9fbac3d116df # v4.2.1

From 55e3938304c49518027b9f367aa0098ee04208be Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 00:40:37 +0000
Subject: [PATCH 15/57] Added staging sub-dirs and upload of python packages to
 staging

---
 .../release_portable_linux_packages.yml       | 28 ++++++++++++++++++-
 1 file changed, 27 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index 78c1e0d8853..9d7aa48e5c5 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -14,6 +14,10 @@ on:
         description: "Subdirectory to push the Python packages"
         type: string
         default: "v2"
+      s3_staging_subdir:
+        description: "Staging Subdirectory to push the Python packages"
+        type: string
+        default: "v2-staging"
   # Trigger manually (typically to test the workflow or manually build a release [candidate])
   workflow_dispatch:
     inputs:
@@ -27,6 +31,10 @@ on:
         description: "Subdirectory to push the Python packages"
         type: string
         default: "v2"
+      s3_staging_subdir:
+        description: "Staging Subdirectory to push the Python packages"
+        type: string
+        default: "v2-staging"
       families:
         description: "Comma separated list of AMD GPU families, e.g. `gfx94X,gfx103x`"
         type: string
@@ -44,6 +52,7 @@ jobs:
     runs-on: ubuntu-24.04
     env:
       S3_SUBDIR: ${{ inputs.s3_subdir || 'v2' }}
+      S3_STAGING_SUBDIR: ${{ inputs.s3_subdir || 'v2-staging' }}
       release_type: ${{ inputs.release_type || 'nightly' }}
     outputs:
       version: ${{ steps.release_information.outputs.version }}
@@ -170,7 +179,8 @@ jobs:
         with:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ env.RELEASE_TYPE }}-releases
-
+      
+      ## TODO: Restrict uploading to the non-staging S3 directory until ROCm sanity checks and all validation tests have successfully passed.
       - name: Upload Releases to S3
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
@@ -181,6 +191,16 @@ jobs:
           --include "*.whl" \
           --include "*.tar.gz"
 
+      - name: Upload Releases to Staging S3
+        if: ${{ github.repository_owner == 'ROCm' }}
+        run: |
+          aws s3 cp ${{ env.DIST_ARCHIVE }} s3://${{ env.S3_BUCKET_TAR }}
+          aws s3 cp ${{ env.OUTPUT_DIR }}/packages/dist/ s3://${{ env.S3_BUCKET_PY }}/${{ env.S3_STAGING_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}/ \
+          --recursive --no-follow-symlinks \
+          --exclude "*" \
+          --include "*.whl" \
+          --include "*.tar.gz"
+
       - name: Setup Python
         if: ${{ github.repository_owner == 'ROCm' }}
         uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
@@ -193,6 +213,12 @@ jobs:
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ env.S3_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}
 
+      - name: (Re-)Generate Python package release index for Staging
+        if: ${{ github.repository_owner == 'ROCm' }}
+        run: |
+          pip install boto3 packaging
+          python ./build_tools/third_party/s3_management/manage.py ${{ env.S3_STAGING_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}
+
       - name: Trigger testing nightly tarball
         if: ${{ env.RELEASE_TYPE == 'nightly' }}
         uses: benc-uk/workflow-dispatch@e2e5e9a103e331dad343f381a29e654aea3cf8fc # v1.2.4

From 0f31e5caf7dffec5b0acb69fe40b6b8e87cd03be Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 01:08:11 +0000
Subject: [PATCH 16/57] Updated description for added staging attributes

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 5b538c2cd96..7ad79cf7752 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -26,7 +26,7 @@ on:
         required: true
         type: string
       cloudfront_staging_url:
-        description: CloudFront URL pointing to Python index
+        description: CloudFront Staging URL pointing to Python index
         required: true
         type: string
       rocm_version:
@@ -72,7 +72,7 @@ on:
         type: string
         default: "https://d25kgig7rdsyks.cloudfront.net/v2"
       cloudfront_staging_url:
-        description: CloudFront base URL pointing to Python index
+        description: CloudFront Staging base URL pointing to Python index
         type: string
         default: "https://d25kgig7rdsyks.cloudfront.net/v2-staging"
       rocm_version:

From 9495af62c9ffd2bdbda8e07631e1f95145ec8507 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 01:15:33 +0000
Subject: [PATCH 17/57] Fixed precommit issues

---
 .github/workflows/release_portable_linux_packages.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index 9d7aa48e5c5..ca29081b3f9 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -179,7 +179,7 @@ jobs:
         with:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ env.RELEASE_TYPE }}-releases
-      
+
       ## TODO: Restrict uploading to the non-staging S3 directory until ROCm sanity checks and all validation tests have successfully passed.
       - name: Upload Releases to S3
         if: ${{ github.repository_owner == 'ROCm' }}

From bfb8546387431e73e46944e5bc686f79500b355a Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 13:12:23 +0000
Subject: [PATCH 18/57] Added staging sub_dir variable in
 portable_linux_packages job

---
 .github/workflows/release_portable_linux_packages.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index ca29081b3f9..44452d404f7 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -52,7 +52,7 @@ jobs:
     runs-on: ubuntu-24.04
     env:
       S3_SUBDIR: ${{ inputs.s3_subdir || 'v2' }}
-      S3_STAGING_SUBDIR: ${{ inputs.s3_subdir || 'v2-staging' }}
+      S3_STAGING_SUBDIR: ${{ inputs.s3_staging_subdir || 'v2-staging' }}
       release_type: ${{ inputs.release_type || 'nightly' }}
     outputs:
       version: ${{ steps.release_information.outputs.version }}
@@ -118,6 +118,7 @@ jobs:
       S3_BUCKET_TAR: "therock-${{ needs.setup_metadata.outputs.release_type }}-tarball"
       S3_BUCKET_PY: "therock-${{ needs.setup_metadata.outputs.release_type }}-python"
       S3_SUBDIR: ${{ inputs.s3_subdir || 'v2' }}
+      S3_STAGING_SUBDIR: ${{ inputs.s3_staging_subdir || 'v2-staging' }}
 
     steps:
       - name: "Checking out repository"

From fd5c912539facbd5ae78687d1dc43af10628ba98 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 20:57:48 +0000
Subject: [PATCH 19/57] Addressed PR comments on #1110

---
 .../build_portable_linux_pytorch_wheels.yml   | 37 ++++++++++++++-----
 .../release_portable_linux_packages.yml       | 17 ++++-----
 2 files changed, 35 insertions(+), 19 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 7ad79cf7752..46daf6338ec 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -26,7 +26,7 @@ on:
         required: true
         type: string
       cloudfront_staging_url:
-        description: CloudFront Staging URL pointing to Python index
+        description: CloudFront base URL pointing to staging Python index
         required: true
         type: string
       rocm_version:
@@ -72,7 +72,7 @@ on:
         type: string
         default: "https://d25kgig7rdsyks.cloudfront.net/v2"
       cloudfront_staging_url:
-        description: CloudFront Staging base URL pointing to Python index
+        description: CloudFront base URL pointing to staging Python index
         type: string
         default: "https://d25kgig7rdsyks.cloudfront.net/v2-staging"
       rocm_version:
@@ -106,6 +106,7 @@ jobs:
       optional_build_prod_arguments: ""
     outputs:
       torch_version: ${{ steps.build-pytorch-wheels.outputs.torch_version }}
+      cp_version: ${{ steps.select-python.outputs.cp_version }}
     steps:
       - name: Checkout
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -116,9 +117,11 @@ jobs:
           git config --global user.email "therockbot@amd.com"
 
       - name: Select Python version
+        id: select-python
         run: |
-          python build_tools/github_actions/python_to_cp_version.py \
-            --python-version ${{ inputs.python_version }}
+          cp_version=$(python build_tools/github_actions/python_to_cp_version.py \
+            --python-version ${{ inputs.python_version }})
+          echo "cp_version=$cp_version" >> "$GITHUB_OUTPUT"
 
       - name: Add selected Python version to PATH
         run: |
@@ -183,7 +186,7 @@ jobs:
         run: |
           python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
 
-      - name: Upload wheels to Staging S3
+      - name: Upload wheels to staging S3
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
           aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
@@ -232,6 +235,8 @@ jobs:
     env:
       PACKAGE_DIST_DIR: ${{ github.workspace }}/output/packages/dist
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
+      CP_VERSION: ${{ needs.build_pytorch_wheels.outputs.cp_version }}
+
     steps:
       - name: Checkout
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
@@ -243,12 +248,24 @@ jobs:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
-      - name: Copy wheels from staging sub-dir to release dir S3
+      - name: Copy only tested PyTorch wheels from staging to release S3
         run: |
-          aws s3 cp \
-            s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
-            s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
-            --recursive --exclude "*" --include "*.whl"
+          torch_version="${{ needs.build_pytorch_wheels.outputs.torch_version }}"
+          cp_version="${CP_VERSION}"
+          echo "Torch version: $torch_version"
+          # Extract the ROCm suffix from the torch version (everything after '+')
+          rocm_suffix=$(echo "$torch_version" | cut -d '+' -f 2)
+          echo "ROCm suffix: $rocm_suffix"
+
+          for package in torch torchaudio torchvision; do
+            echo "Copying matching files for $package with +$rocm_suffix..."
+            aws s3 cp \
+              s3://${S3_BUCKET_PY}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
+              s3://${S3_BUCKET_PY}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
+              --recursive \
+              --exclude "*" \
+              --include "${package}-*+${rocm_suffix}-${cp_version}*.whl"
+          done
 
       - name: (Re-)Generate Python package release index
         run: |
diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index 44452d404f7..a032459e879 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -15,7 +15,7 @@ on:
         type: string
         default: "v2"
       s3_staging_subdir:
-        description: "Staging Subdirectory to push the Python packages"
+        description: "Staging subdirectory to push the Python packages"
         type: string
         default: "v2-staging"
   # Trigger manually (typically to test the workflow or manually build a release [candidate])
@@ -32,7 +32,7 @@ on:
         type: string
         default: "v2"
       s3_staging_subdir:
-        description: "Staging Subdirectory to push the Python packages"
+        description: "Staging subdirectory to push the Python packages"
         type: string
         default: "v2-staging"
       families:
@@ -181,22 +181,21 @@ jobs:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ env.RELEASE_TYPE }}-releases
 
-      ## TODO: Restrict uploading to the non-staging S3 directory until ROCm sanity checks and all validation tests have successfully passed.
-      - name: Upload Releases to S3
+      - name: Upload Releases to staging S3
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
-          aws s3 cp ${{ env.DIST_ARCHIVE }} s3://${{ env.S3_BUCKET_TAR }}
-          aws s3 cp ${{ env.OUTPUT_DIR }}/packages/dist/ s3://${{ env.S3_BUCKET_PY }}/${{ env.S3_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}/ \
+          aws s3 cp ${{ env.OUTPUT_DIR }}/packages/dist/ s3://${{ env.S3_BUCKET_PY }}/${{ env.S3_STAGING_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}/ \
           --recursive --no-follow-symlinks \
           --exclude "*" \
           --include "*.whl" \
           --include "*.tar.gz"
 
-      - name: Upload Releases to Staging S3
+      ## TODO: Restrict uploading to the non-staging S3 directory until ROCm sanity checks and all validation tests have successfully passed.
+      - name: Upload Releases to S3
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
           aws s3 cp ${{ env.DIST_ARCHIVE }} s3://${{ env.S3_BUCKET_TAR }}
-          aws s3 cp ${{ env.OUTPUT_DIR }}/packages/dist/ s3://${{ env.S3_BUCKET_PY }}/${{ env.S3_STAGING_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}/ \
+          aws s3 cp ${{ env.OUTPUT_DIR }}/packages/dist/ s3://${{ env.S3_BUCKET_PY }}/${{ env.S3_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}/ \
           --recursive --no-follow-symlinks \
           --exclude "*" \
           --include "*.whl" \
@@ -214,7 +213,7 @@ jobs:
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ env.S3_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}
 
-      - name: (Re-)Generate Python package release index for Staging
+      - name: (Re-)Generate Python package release index for staging
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
           pip install boto3 packaging

From c9d86fa097c0cbde1616f417d7c80f90e47bbaf7 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 21:07:54 +0000
Subject: [PATCH 20/57] Fixed ordering of Staging index creation based on PR
 comments

---
 .../workflows/release_portable_linux_packages.yml  | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index a032459e879..afef95660d8 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -190,6 +190,12 @@ jobs:
           --include "*.whl" \
           --include "*.tar.gz"
 
+      - name: (Re-)Generate Python package release index for staging
+        if: ${{ github.repository_owner == 'ROCm' }}
+        run: |
+          pip install boto3 packaging
+          python ./build_tools/third_party/s3_management/manage.py ${{ env.S3_STAGING_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}
+
       ## TODO: Restrict uploading to the non-staging S3 directory until ROCm sanity checks and all validation tests have successfully passed.
       - name: Upload Releases to S3
         if: ${{ github.repository_owner == 'ROCm' }}
@@ -206,19 +212,13 @@ jobs:
         uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
         with:
           python-version: 3.12
-
+          
       - name: (Re-)Generate Python package release index
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ env.S3_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}
 
-      - name: (Re-)Generate Python package release index for staging
-        if: ${{ github.repository_owner == 'ROCm' }}
-        run: |
-          pip install boto3 packaging
-          python ./build_tools/third_party/s3_management/manage.py ${{ env.S3_STAGING_SUBDIR }}/${{ matrix.target_bundle.amdgpu_family }}
-
       - name: Trigger testing nightly tarball
         if: ${{ env.RELEASE_TYPE == 'nightly' }}
         uses: benc-uk/workflow-dispatch@e2e5e9a103e331dad343f381a29e654aea3cf8fc # v1.2.4

From 81654c3b4e796eccfe575641eea5a0cfacf23d4c Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 21:09:10 +0000
Subject: [PATCH 21/57] Fixed pre-commit failures

---
 .github/workflows/release_portable_linux_packages.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index afef95660d8..da194854fcc 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -212,7 +212,7 @@ jobs:
         uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
         with:
           python-version: 3.12
-          
+
       - name: (Re-)Generate Python package release index
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |

From d700c996235b8afd3b93fb477f525e6bfc133dd0 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 24 Jul 2025 22:50:34 +0000
Subject: [PATCH 22/57] Added PR comments changes

---
 .../workflows/build_portable_linux_pytorch_wheels.yml  | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 46daf6338ec..75df39a19c2 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -233,9 +233,9 @@ jobs:
     if: success() && github.repository_owner == 'ROCm'
     runs-on: ubuntu-24.04
     env:
-      PACKAGE_DIST_DIR: ${{ github.workspace }}/output/packages/dist
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
       CP_VERSION: ${{ needs.build_pytorch_wheels.outputs.cp_version }}
+      TORCH_VERSION: "${{ needs.build_pytorch_wheels.outputs.torch_version }}"
 
     steps:
       - name: Checkout
@@ -250,11 +250,9 @@ jobs:
 
       - name: Copy only tested PyTorch wheels from staging to release S3
         run: |
-          torch_version="${{ needs.build_pytorch_wheels.outputs.torch_version }}"
-          cp_version="${CP_VERSION}"
-          echo "Torch version: $torch_version"
+          echo "Torch version: $TORCH_VERSION"
           # Extract the ROCm suffix from the torch version (everything after '+')
-          rocm_suffix=$(echo "$torch_version" | cut -d '+' -f 2)
+          rocm_suffix=$(echo "$TORCH_VERSION" | cut -d '+' -f 2)
           echo "ROCm suffix: $rocm_suffix"
 
           for package in torch torchaudio torchvision; do
@@ -264,7 +262,7 @@ jobs:
               s3://${S3_BUCKET_PY}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
               --recursive \
               --exclude "*" \
-              --include "${package}-*+${rocm_suffix}-${cp_version}*.whl"
+              --include "${package}-*+${rocm_suffix}-${CP_VERSION}-linux_x86_64.whl"
           done
 
       - name: (Re-)Generate Python package release index

From 731d1d1ce3cd878062b729196ae004623e7fbc76 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 01:45:49 +0000
Subject: [PATCH 23/57] Added torchvision and torchaudio versions in
 write_torch_version.py and added specific tested Torch version aws cp

---
 .../build_portable_linux_pytorch_wheels.yml   | 27 +++++++++----------
 .../github_actions/write_torch_versions.py    |  3 +--
 2 files changed, 13 insertions(+), 17 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 75df39a19c2..432b2b5e3ae 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -236,6 +236,8 @@ jobs:
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
       CP_VERSION: ${{ needs.build_pytorch_wheels.outputs.cp_version }}
       TORCH_VERSION: "${{ needs.build_pytorch_wheels.outputs.torch_version }}"
+      TORCHAUDIO_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchaudio_version }}"
+      TORCHVIDEO_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchvideo_version }}"
 
     steps:
       - name: Checkout
@@ -248,22 +250,17 @@ jobs:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
-      - name: Copy only tested PyTorch wheels from staging to release S3
+      - name: Copy tested PyTorch wheels from staging to release S3
         run: |
-          echo "Torch version: $TORCH_VERSION"
-          # Extract the ROCm suffix from the torch version (everything after '+')
-          rocm_suffix=$(echo "$TORCH_VERSION" | cut -d '+' -f 2)
-          echo "ROCm suffix: $rocm_suffix"
-
-          for package in torch torchaudio torchvision; do
-            echo "Copying matching files for $package with +$rocm_suffix..."
-            aws s3 cp \
-              s3://${S3_BUCKET_PY}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
-              s3://${S3_BUCKET_PY}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
-              --recursive \
-              --exclude "*" \
-              --include "${package}-*+${rocm_suffix}-${CP_VERSION}-linux_x86_64.whl"
-          done
+          echo "Copying exact tested wheels to release S3 bucket..."
+          aws s3 cp \
+            s3://${S3_BUCKET_PY}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
+            s3://${S3_BUCKET_PY}/${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}/ \
+            --recursive \
+            --exclude "*" \
+            --include "torch-${TORCH_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
+            --include "torchaudio-${TORCHAUDIO_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
+            --include "torchvideo-${TORCHVIDEO_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
       - name: (Re-)Generate Python package release index
         run: |
diff --git a/build_tools/github_actions/write_torch_versions.py b/build_tools/github_actions/write_torch_versions.py
index 560929ef88d..36766b07a0e 100644
--- a/build_tools/github_actions/write_torch_versions.py
+++ b/build_tools/github_actions/write_torch_versions.py
@@ -11,10 +11,10 @@
 import os
 import glob
 import platform
-
 from github_actions_utils import *
 
 
+<<<<<<< HEAD
 def _log(*args, **kwargs):
     print(*args, **kwargs)
     sys.stdout.flush()
@@ -108,6 +108,5 @@ def main(argv: list[str]):
     _log("")
     gha_set_output(all_versions)
 
-
 if __name__ == "__main__":
     main(sys.argv[1:])

From 6a62bf452c8135942e899ef39ff01c80bd518995 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 01:54:52 +0000
Subject: [PATCH 24/57] Added ordering of non-staging and staging subdirs in
 manage.py

---
 build_tools/third_party/s3_management/manage.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/build_tools/third_party/s3_management/manage.py b/build_tools/third_party/s3_management/manage.py
index 6489208a88e..f6f7dc2f745 100644
--- a/build_tools/third_party/s3_management/manage.py
+++ b/build_tools/third_party/s3_management/manage.py
@@ -36,14 +36,14 @@
 ACCEPTED_FILE_EXTENSIONS = ("whl", "zip", "tar.gz")
 PREFIXES = [
     "v2/gfx110X-dgpu",
-    "v2-staging/gfx110X-dgpu",
     "v2/gfx1151",
-    "v2-staging/gfx1151",
     "v2/gfx120X-all",
-    "v2-staging/gfx120X-all",
     "v2/gfx94X-dcgpu",
-    "v2-staging/gfx94X-dcgpu",
     "v2/gfx950-dcgpu",
+    "v2-staging/gfx110X-dgpu",
+    "v2-staging/gfx1151",
+    "v2-staging/gfx120X-all",
+    "v2-staging/gfx94X-dcgpu",
     "v2-staging/gfx950-dcgpu"
 ]
 

From 3d114d448235065cc2a72661b104b2b1fa815fce Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 03:31:29 +0000
Subject: [PATCH 25/57] Explicit usage of bash as shell

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 432b2b5e3ae..da210aabcb5 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -118,6 +118,7 @@ jobs:
 
       - name: Select Python version
         id: select-python
+        shell: bash
         run: |
           cp_version=$(python build_tools/github_actions/python_to_cp_version.py \
             --python-version ${{ inputs.python_version }})

From 7b0dcb95102cff3bbd05c6a2920c85fcfe0e7af4 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 09:53:43 +0000
Subject: [PATCH 26/57] Fixed typo in torchvideo to torchvision, split up
 cp_version output step

---
 .../build_portable_linux_pytorch_wheels.yml    |  17 ++++++++++-------
 .../.write_torch_versions.py.swp               | Bin 0 -> 16384 bytes
 .../github_actions/write_torch_versions.py     |   3 ---
 3 files changed, 10 insertions(+), 10 deletions(-)
 create mode 100644 build_tools/github_actions/.write_torch_versions.py.swp

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index da210aabcb5..825041f1f0f 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -106,7 +106,7 @@ jobs:
       optional_build_prod_arguments: ""
     outputs:
       torch_version: ${{ steps.build-pytorch-wheels.outputs.torch_version }}
-      cp_version: ${{ steps.select-python.outputs.cp_version }}
+      cp_version: ${{ steps.output-cp-version.cp_version }}
     steps:
       - name: Checkout
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -118,11 +118,14 @@ jobs:
 
       - name: Select Python version
         id: select-python
-        shell: bash
         run: |
-          cp_version=$(python build_tools/github_actions/python_to_cp_version.py \
-            --python-version ${{ inputs.python_version }})
-          echo "cp_version=$cp_version" >> "$GITHUB_OUTPUT"
+          python build_tools/github_actions/python_to_cp_version.py \
+            --python-version ${{ inputs.python_version }}
+          
+      - name: Add cp_version to output
+        id: output-cp-version
+        run:
+          echo "cp_version=${{ env.cp_version }}" >> $GITHUB_OUTPUT
 
       - name: Add selected Python version to PATH
         run: |
@@ -238,7 +241,7 @@ jobs:
       CP_VERSION: ${{ needs.build_pytorch_wheels.outputs.cp_version }}
       TORCH_VERSION: "${{ needs.build_pytorch_wheels.outputs.torch_version }}"
       TORCHAUDIO_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchaudio_version }}"
-      TORCHVIDEO_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchvideo_version }}"
+      TORCHVISION_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchvision_version }}"
 
     steps:
       - name: Checkout
@@ -261,7 +264,7 @@ jobs:
             --exclude "*" \
             --include "torch-${TORCH_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
             --include "torchaudio-${TORCHAUDIO_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
-            --include "torchvideo-${TORCHVIDEO_VERSION}-${CP_VERSION}-linux_x86_64.whl"
+            --include "torchvision-${TORCHVISION_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
       - name: (Re-)Generate Python package release index
         run: |
diff --git a/build_tools/github_actions/.write_torch_versions.py.swp b/build_tools/github_actions/.write_torch_versions.py.swp
new file mode 100644
index 0000000000000000000000000000000000000000..6064f7be175459a3c4177d70c968b421f45e71f1
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/build_tools/github_actions/write_torch_versions.py b/build_tools/github_actions/write_torch_versions.py
index 36766b07a0e..574a0036b2a 100644
--- a/build_tools/github_actions/write_torch_versions.py
+++ b/build_tools/github_actions/write_torch_versions.py
@@ -14,7 +14,6 @@
 from github_actions_utils import *
 
 
-<<<<<<< HEAD
 def _log(*args, **kwargs):
     print(*args, **kwargs)
     sys.stdout.flush()
@@ -100,10 +99,8 @@ def main(argv: list[str]):
         help="Path where wheels are located",
     )
     args = p.parse_args(argv)
-
     if not args.dist_dir.exists():
         raise FileNotFoundError(f"Dist dir '{args.dist_dir}' does not exist")
-
     all_versions = get_all_wheel_versions(args.dist_dir)
     _log("")
     gha_set_output(all_versions)

From cb41903032b6a26ad891937f7a46f44d8215332e Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 12:03:26 +0000
Subject: [PATCH 27/57] Commenting out checkut of triton repo

---
 .../build_portable_linux_pytorch_wheels.yml   |   8 ++++----
 .../.write_torch_versions.py.swp              | Bin 16384 -> 16384 bytes
 .../github_actions/write_torch_versions.py    |  18 ++++++++++++++++++
 3 files changed, 22 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 825041f1f0f..538525ceaca 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -121,7 +121,7 @@ jobs:
         run: |
           python build_tools/github_actions/python_to_cp_version.py \
             --python-version ${{ inputs.python_version }}
-          
+
       - name: Add cp_version to output
         id: output-cp-version
         run:
@@ -133,7 +133,7 @@ jobs:
           if ! [ -x "${python_dir}/bin/python" ]; then
             echo "ERROR: Could not find python: ${python_dir}"
             exit 1
-          fi
+            fi
           echo "${python_dir}/bin" >> "$GITHUB_PATH"
 
       # Github workflows do not have if/else and therefore we define two jobs with different if clauses.
@@ -154,7 +154,7 @@ jobs:
           ./external-builds/pytorch/pytorch_torch_repo.py checkout --gitrepo-origin https://github.com/ROCm/pytorch.git --repo-hashtag ${{ inputs.pytorch_version }} --patchset ${{ inputs.pytorch_patchset }}
           ./external-builds/pytorch/pytorch_audio_repo.py checkout --require-related-commit
           ./external-builds/pytorch/pytorch_vision_repo.py checkout --require-related-commit
-          ./external-builds/pytorch/pytorch_triton_repo.py checkout
+      #    ./external-builds/pytorch/pytorch_triton_repo.py checkout
 
       - name: Create pip cache directory
         run: mkdir -p /tmp/pipcache
@@ -238,7 +238,7 @@ jobs:
     runs-on: ubuntu-24.04
     env:
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
-      CP_VERSION: ${{ needs.build_pytorch_wheels.outputs.cp_version }}
+      CP_VERSION: "${{ needs.build_pytorch_wheels.outputs.cp_version }}"
       TORCH_VERSION: "${{ needs.build_pytorch_wheels.outputs.torch_version }}"
       TORCHAUDIO_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchaudio_version }}"
       TORCHVISION_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchvision_version }}"
diff --git a/build_tools/github_actions/.write_torch_versions.py.swp b/build_tools/github_actions/.write_torch_versions.py.swp
index 6064f7be175459a3c4177d70c968b421f45e71f1..a51253d33423dd38d740c9be533907080b7b20a0 100644
GIT binary patch
delta 408
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AfB*mh

delta 477
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diff --git a/build_tools/github_actions/write_torch_versions.py b/build_tools/github_actions/write_torch_versions.py
index 574a0036b2a..294065ff042 100644
--- a/build_tools/github_actions/write_torch_versions.py
+++ b/build_tools/github_actions/write_torch_versions.py
@@ -91,6 +91,7 @@ def get_all_wheel_versions(
 
 
 def main(argv: list[str]):
+<<<<<<< HEAD
     p = argparse.ArgumentParser(prog="write_torch_versions.py")
     p.add_argument(
         "--dist-dir",
@@ -104,6 +105,23 @@ def main(argv: list[str]):
     all_versions = get_all_wheel_versions(args.dist_dir)
     _log("")
     gha_set_output(all_versions)
+=======
+    # Get the torch version from the first torch wheel in PACKAGE_DIST_DIR.
+    package_dist_dir = os.getenv("PACKAGE_DIST_DIR")
+    torch_version = glob.glob("torch-*.whl", root_dir=package_dist_dir)[0].split("-")[1]
+    gha_set_output({"torch_version": torch_version})
+
+    torchaudio_version_tmp = glob.glob("torchaudio-*.whl", root_dir=package_dist_dir)
+    if torchaudio_version_tmp:
+        torchaudio_version = torchaudio_version_tmp[0].split("-")[1]
+        gha_set_output({"torchaudio_version": torchaudio_version})
+
+    torchvision_version_tmp = glob.glob("torchvision-*.whl", root_dir=package_dist_dir)
+    if torchvision_version_tmp:
+        torchvision_version = torchvision_version_tmp[0].split("-")[1]
+        gha_set_output({"torchaudio_version": torchaudio_version})
+
+>>>>>>> c41c84b (Commenting out checkut of triton repo)
 
 if __name__ == "__main__":
     main(sys.argv[1:])

From 1bbd27ff6e457e5ff85a7744c6d5d59c655f4e93 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 12:37:26 +0000
Subject: [PATCH 28/57] Adding locally tested file changes

---
 build_tools/github_actions/write_torch_versions.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/build_tools/github_actions/write_torch_versions.py b/build_tools/github_actions/write_torch_versions.py
index 294065ff042..655e22c263c 100644
--- a/build_tools/github_actions/write_torch_versions.py
+++ b/build_tools/github_actions/write_torch_versions.py
@@ -119,7 +119,7 @@ def main(argv: list[str]):
     torchvision_version_tmp = glob.glob("torchvision-*.whl", root_dir=package_dist_dir)
     if torchvision_version_tmp:
         torchvision_version = torchvision_version_tmp[0].split("-")[1]
-        gha_set_output({"torchaudio_version": torchaudio_version})
+        gha_set_output({"torchvision_version": torchvision_version})
 
 >>>>>>> c41c84b (Commenting out checkut of triton repo)
 

From 2f05501890163ec3be5d74b7504196f55ad77038 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 15:45:51 +0000
Subject: [PATCH 29/57] Reverting to pytorch/pytorch repo to verify build

---
 .../workflows/build_portable_linux_pytorch_wheels.yml | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 538525ceaca..c936f82c376 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -121,7 +121,7 @@ jobs:
         run: |
           python build_tools/github_actions/python_to_cp_version.py \
             --python-version ${{ inputs.python_version }}
-
+          
       - name: Add cp_version to output
         id: output-cp-version
         run:
@@ -151,9 +151,12 @@ jobs:
       - name: Checkout PyTorch Source Repos from stable branch
         if: ${{ inputs.pytorch_version != 'nightly' }}
         run: |
-          ./external-builds/pytorch/pytorch_torch_repo.py checkout --gitrepo-origin https://github.com/ROCm/pytorch.git --repo-hashtag ${{ inputs.pytorch_version }} --patchset ${{ inputs.pytorch_patchset }}
-          ./external-builds/pytorch/pytorch_audio_repo.py checkout --require-related-commit
-          ./external-builds/pytorch/pytorch_vision_repo.py checkout --require-related-commit
+          ./external-builds/pytorch/pytorch_torch_repo.py checkout
+          ./external-builds/pytorch/pytorch_audio_repo.py checkout
+          ./external-builds/pytorch/pytorch_vision_repo.py checkout
+          # ./external-builds/pytorch/pytorch_torch_repo.py checkout --gitrepo-origin https://github.com/ROCm/pytorch.git --repo-hashtag ${{ inputs.pytorch_version }} --patchset ${{ inputs.pytorch_patchset }}
+          # ./external-builds/pytorch/pytorch_audio_repo.py checkout --require-related-commit
+          # ./external-builds/pytorch/pytorch_vision_repo.py checkout --require-related-commit
       #    ./external-builds/pytorch/pytorch_triton_repo.py checkout
 
       - name: Create pip cache directory

From 16fba9371fa82695b2ecd52f434764aaaaf4e1a9 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 25 Jul 2025 15:46:40 +0000
Subject: [PATCH 30/57] Reverting to pytorch/pytorch repo to verify build

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index c936f82c376..6c4949eaeb3 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -121,7 +121,7 @@ jobs:
         run: |
           python build_tools/github_actions/python_to_cp_version.py \
             --python-version ${{ inputs.python_version }}
-          
+
       - name: Add cp_version to output
         id: output-cp-version
         run:

From d40c0c9a686cf844aee5678bea46978b083f88da Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 29 Jul 2025 15:02:03 +0000
Subject: [PATCH 31/57] Adding changes after rebase, restoring torch checkouts
 to ROCm/pytorch

---
 .../build_portable_linux_pytorch_wheels.yml         | 13 +++++--------
 build_tools/github_actions/write_torch_versions.py  |  4 ----
 2 files changed, 5 insertions(+), 12 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 6c4949eaeb3..455faf774e2 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -146,18 +146,15 @@ jobs:
           ./external-builds/pytorch/pytorch_audio_repo.py checkout --repo-hashtag nightly
           ./external-builds/pytorch/pytorch_vision_repo.py checkout --repo-hashtag nightly
           ./external-builds/pytorch/pytorch_triton_repo.py checkout --patch --patchset nightly
-
+      
       # Then the else branch to checkout release version of source code instead.
       - name: Checkout PyTorch Source Repos from stable branch
         if: ${{ inputs.pytorch_version != 'nightly' }}
         run: |
-          ./external-builds/pytorch/pytorch_torch_repo.py checkout
-          ./external-builds/pytorch/pytorch_audio_repo.py checkout
-          ./external-builds/pytorch/pytorch_vision_repo.py checkout
-          # ./external-builds/pytorch/pytorch_torch_repo.py checkout --gitrepo-origin https://github.com/ROCm/pytorch.git --repo-hashtag ${{ inputs.pytorch_version }} --patchset ${{ inputs.pytorch_patchset }}
-          # ./external-builds/pytorch/pytorch_audio_repo.py checkout --require-related-commit
-          # ./external-builds/pytorch/pytorch_vision_repo.py checkout --require-related-commit
-      #    ./external-builds/pytorch/pytorch_triton_repo.py checkout
+          ./external-builds/pytorch/pytorch_torch_repo.py checkout --gitrepo-origin https://github.com/ROCm/pytorch.git --repo-hashtag ${{ inputs.pytorch_version }} --patchset ${{ inputs.pytorch_patchset }}
+          ./external-builds/pytorch/pytorch_audio_repo.py checkout --require-related-commit
+          ./external-builds/pytorch/pytorch_vision_repo.py checkout --require-related-commit
+          ./external-builds/pytorch/pytorch_triton_repo.py checkout
 
       - name: Create pip cache directory
         run: mkdir -p /tmp/pipcache
diff --git a/build_tools/github_actions/write_torch_versions.py b/build_tools/github_actions/write_torch_versions.py
index 655e22c263c..d6dbe885474 100644
--- a/build_tools/github_actions/write_torch_versions.py
+++ b/build_tools/github_actions/write_torch_versions.py
@@ -91,7 +91,6 @@ def get_all_wheel_versions(
 
 
 def main(argv: list[str]):
-<<<<<<< HEAD
     p = argparse.ArgumentParser(prog="write_torch_versions.py")
     p.add_argument(
         "--dist-dir",
@@ -105,7 +104,6 @@ def main(argv: list[str]):
     all_versions = get_all_wheel_versions(args.dist_dir)
     _log("")
     gha_set_output(all_versions)
-=======
     # Get the torch version from the first torch wheel in PACKAGE_DIST_DIR.
     package_dist_dir = os.getenv("PACKAGE_DIST_DIR")
     torch_version = glob.glob("torch-*.whl", root_dir=package_dist_dir)[0].split("-")[1]
@@ -121,7 +119,5 @@ def main(argv: list[str]):
         torchvision_version = torchvision_version_tmp[0].split("-")[1]
         gha_set_output({"torchvision_version": torchvision_version})
 
->>>>>>> c41c84b (Commenting out checkut of triton repo)
-
 if __name__ == "__main__":
     main(sys.argv[1:])

From 3cc50f8ba1680c9732c3f3c3c97a3aaf4caf0260 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 29 Jul 2025 15:24:50 +0000
Subject: [PATCH 32/57] Fixed pre-commit issues and trimmer
 write_torch_versions according to prevs changes

---
 .../build_portable_linux_pytorch_wheels.yml       |  1 -
 .../github_actions/write_torch_versions.py        | 15 +--------------
 2 files changed, 1 insertion(+), 15 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 455faf774e2..4fc6ff5fc1c 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -270,4 +270,3 @@ jobs:
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}
-
diff --git a/build_tools/github_actions/write_torch_versions.py b/build_tools/github_actions/write_torch_versions.py
index d6dbe885474..94f1c8eabe5 100644
--- a/build_tools/github_actions/write_torch_versions.py
+++ b/build_tools/github_actions/write_torch_versions.py
@@ -104,20 +104,7 @@ def main(argv: list[str]):
     all_versions = get_all_wheel_versions(args.dist_dir)
     _log("")
     gha_set_output(all_versions)
-    # Get the torch version from the first torch wheel in PACKAGE_DIST_DIR.
-    package_dist_dir = os.getenv("PACKAGE_DIST_DIR")
-    torch_version = glob.glob("torch-*.whl", root_dir=package_dist_dir)[0].split("-")[1]
-    gha_set_output({"torch_version": torch_version})
-
-    torchaudio_version_tmp = glob.glob("torchaudio-*.whl", root_dir=package_dist_dir)
-    if torchaudio_version_tmp:
-        torchaudio_version = torchaudio_version_tmp[0].split("-")[1]
-        gha_set_output({"torchaudio_version": torchaudio_version})
-
-    torchvision_version_tmp = glob.glob("torchvision-*.whl", root_dir=package_dist_dir)
-    if torchvision_version_tmp:
-        torchvision_version = torchvision_version_tmp[0].split("-")[1]
-        gha_set_output({"torchvision_version": torchvision_version})
+
 
 if __name__ == "__main__":
     main(sys.argv[1:])

From 746e9ffc1057c39453c8a48cc601a5b89bf74c58 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 29 Jul 2025 17:27:48 +0000
Subject: [PATCH 33/57] Added / in index_url to get proper index links

---
 .github/workflows/test_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/test_pytorch_wheels.yml b/.github/workflows/test_pytorch_wheels.yml
index 6dbc9b6dff7..cfa05d2d550 100644
--- a/.github/workflows/test_pytorch_wheels.yml
+++ b/.github/workflows/test_pytorch_wheels.yml
@@ -101,7 +101,7 @@ jobs:
         run: |
           python build_tools/setup_venv.py ${VENV_DIR} \
             --packages torch==${TORCH_VERSION} \
-            --index-url ${{ inputs.cloudfront_url }} \
+            --index-url ${{ inputs.cloudfront_url }}/ \
             --index-subdir ${{ inputs.amdgpu_family }} \
             --activate-in-future-github-actions-steps
 

From 22481634e34f372a4644a6e3721d707011b838a5 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 29 Jul 2025 18:20:53 +0000
Subject: [PATCH 34/57] Adding quotes for index_url

---
 .github/workflows/test_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/test_pytorch_wheels.yml b/.github/workflows/test_pytorch_wheels.yml
index cfa05d2d550..3eedfef622a 100644
--- a/.github/workflows/test_pytorch_wheels.yml
+++ b/.github/workflows/test_pytorch_wheels.yml
@@ -101,7 +101,7 @@ jobs:
         run: |
           python build_tools/setup_venv.py ${VENV_DIR} \
             --packages torch==${TORCH_VERSION} \
-            --index-url ${{ inputs.cloudfront_url }}/ \
+            --index-url "${{ inputs.cloudfront_url }}/" \
             --index-subdir ${{ inputs.amdgpu_family }} \
             --activate-in-future-github-actions-steps
 

From b3ffedcdb74b86ec0d462e3d9b340e5bcc4917da Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Wed, 30 Jul 2025 13:50:15 +0000
Subject: [PATCH 35/57] Reverted test_pytorch_changes and added GITHUB_OUTPUT
 usage from write_torch_versions.py

---
 .../build_portable_linux_pytorch_wheels.yml     |   9 +++------
 .github/workflows/test_pytorch_wheels.yml       |   2 +-
 .../github_actions/.write_torch_versions.py.swp | Bin 16384 -> 0 bytes
 3 files changed, 4 insertions(+), 7 deletions(-)
 delete mode 100644 build_tools/github_actions/.write_torch_versions.py.swp

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 4fc6ff5fc1c..cde72e3f570 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -106,7 +106,9 @@ jobs:
       optional_build_prod_arguments: ""
     outputs:
       torch_version: ${{ steps.build-pytorch-wheels.outputs.torch_version }}
-      cp_version: ${{ steps.output-cp-version.cp_version }}
+      cp_version: ${{ steps.select-python.outputs.cp_version }}
+      torchaudio_version: ${{ steps.build-pytorch-wheels.outputs.torchaudio_version }}
+      torchvision_version: ${{ steps.build-pytorch-wheels.outputs.torchvision_version }}
     steps:
       - name: Checkout
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -122,11 +124,6 @@ jobs:
           python build_tools/github_actions/python_to_cp_version.py \
             --python-version ${{ inputs.python_version }}
 
-      - name: Add cp_version to output
-        id: output-cp-version
-        run:
-          echo "cp_version=${{ env.cp_version }}" >> $GITHUB_OUTPUT
-
       - name: Add selected Python version to PATH
         run: |
           python_dir="/opt/python/${{ env.cp_version }}"
diff --git a/.github/workflows/test_pytorch_wheels.yml b/.github/workflows/test_pytorch_wheels.yml
index 3eedfef622a..6dbc9b6dff7 100644
--- a/.github/workflows/test_pytorch_wheels.yml
+++ b/.github/workflows/test_pytorch_wheels.yml
@@ -101,7 +101,7 @@ jobs:
         run: |
           python build_tools/setup_venv.py ${VENV_DIR} \
             --packages torch==${TORCH_VERSION} \
-            --index-url "${{ inputs.cloudfront_url }}/" \
+            --index-url ${{ inputs.cloudfront_url }} \
             --index-subdir ${{ inputs.amdgpu_family }} \
             --activate-in-future-github-actions-steps
 
diff --git a/build_tools/github_actions/.write_torch_versions.py.swp b/build_tools/github_actions/.write_torch_versions.py.swp
deleted file mode 100644
index a51253d33423dd38d740c9be533907080b7b20a0..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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From 25bfa39054b2432d75702d323c3df682ced69c81 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Wed, 30 Jul 2025 15:34:04 +0000
Subject: [PATCH 36/57] Added extraction of cp_version from env vars in job
 output

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index cde72e3f570..ec8ab4cb528 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -106,7 +106,7 @@ jobs:
       optional_build_prod_arguments: ""
     outputs:
       torch_version: ${{ steps.build-pytorch-wheels.outputs.torch_version }}
-      cp_version: ${{ steps.select-python.outputs.cp_version }}
+      cp_version: ${{ env.cp_version }}
       torchaudio_version: ${{ steps.build-pytorch-wheels.outputs.torchaudio_version }}
       torchvision_version: ${{ steps.build-pytorch-wheels.outputs.torchvision_version }}
     steps:

From a88b0fb5eb852f773a99414c26c2c0a824765698 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Wed, 30 Jul 2025 22:17:01 +0000
Subject: [PATCH 37/57] Resolved PR review comments

---
 .../build_portable_linux_pytorch_wheels.yml          |  8 +++++---
 .../workflows/release_portable_linux_packages.yml    | 12 ++++++------
 2 files changed, 11 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index ec8ab4cb528..f472948a72a 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -109,6 +109,7 @@ jobs:
       cp_version: ${{ env.cp_version }}
       torchaudio_version: ${{ steps.build-pytorch-wheels.outputs.torchaudio_version }}
       torchvision_version: ${{ steps.build-pytorch-wheels.outputs.torchvision_version }}
+      triton_version: ${{ steps.build-pytorch-wheels.outputs.triton_version }}
     steps:
       - name: Checkout
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -119,7 +120,6 @@ jobs:
           git config --global user.email "therockbot@amd.com"
 
       - name: Select Python version
-        id: select-python
         run: |
           python build_tools/github_actions/python_to_cp_version.py \
             --python-version ${{ inputs.python_version }}
@@ -193,7 +193,7 @@ jobs:
           aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
             --recursive --exclude "*" --include "*.whl"
 
-      - name: (Re-)Generate Python package release index
+      - name: (Re-)Generate Python package release index for staging
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
           pip install boto3 packaging
@@ -239,6 +239,7 @@ jobs:
       TORCH_VERSION: "${{ needs.build_pytorch_wheels.outputs.torch_version }}"
       TORCHAUDIO_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchaudio_version }}"
       TORCHVISION_VERSION: "${{ needs.build_pytorch_wheels.outputs.torchvision_version }}"
+      TRITON_VERSION: "${{ needs.build_pytorch_wheels.outputs.triton_version }}"
 
     steps:
       - name: Checkout
@@ -261,7 +262,8 @@ jobs:
             --exclude "*" \
             --include "torch-${TORCH_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
             --include "torchaudio-${TORCHAUDIO_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
-            --include "torchvision-${TORCHVISION_VERSION}-${CP_VERSION}-linux_x86_64.whl"
+            --include "torchvision-${TORCHVISION_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
+            --include "pytorch_triton_rocm-${TRITON_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
       - name: (Re-)Generate Python package release index
         run: |
diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index da194854fcc..805d864ca74 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -157,6 +157,12 @@ jobs:
           echo "Building ${{ env.DIST_ARCHIVE }}"
           tar cfz "${{ env.DIST_ARCHIVE }}" .
 
+      - name: Setup Python
+        if: ${{ github.repository_owner == 'ROCm' }}
+        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        with:
+          python-version: 3.12
+
       - name: Build Python Packages
         run: |
           ./build_tools/linux_portable_build.py \
@@ -207,12 +213,6 @@ jobs:
           --include "*.whl" \
           --include "*.tar.gz"
 
-      - name: Setup Python
-        if: ${{ github.repository_owner == 'ROCm' }}
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
-        with:
-          python-version: 3.12
-
       - name: (Re-)Generate Python package release index
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |

From db929bfff2b34d60dd54bba5e43509c3a0dd2428 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 31 Jul 2025 14:10:10 +0000
Subject: [PATCH 38/57] Resolved new PR review comments and added conditional
 upload if test runner not present

---
 .../build_portable_linux_pytorch_wheels.yml          | 12 +++++++++---
 .../workflows/release_portable_linux_packages.yml    |  1 -
 2 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index f472948a72a..00aa006f7df 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -105,8 +105,8 @@ jobs:
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
       optional_build_prod_arguments: ""
     outputs:
-      torch_version: ${{ steps.build-pytorch-wheels.outputs.torch_version }}
       cp_version: ${{ env.cp_version }}
+      torch_version: ${{ steps.build-pytorch-wheels.outputs.torch_version }}
       torchaudio_version: ${{ steps.build-pytorch-wheels.outputs.torchaudio_version }}
       torchvision_version: ${{ steps.build-pytorch-wheels.outputs.torchvision_version }}
       triton_version: ${{ steps.build-pytorch-wheels.outputs.triton_version }}
@@ -187,7 +187,7 @@ jobs:
         run: |
           python external-builds/pytorch/sanity_check_wheel.py ${{ env.PACKAGE_DIST_DIR }}/
 
-      - name: Upload wheels to staging S3
+      - name: Upload wheels to S3 staging
         if: ${{ github.repository_owner == 'ROCm' }}
         run: |
           aws s3 cp ${{ env.PACKAGE_DIST_DIR }}/ s3://${{ env.S3_BUCKET_PY }}/${{ inputs.s3_staging_subdir }}/${{ inputs.amdgpu_family }}/ \
@@ -231,7 +231,13 @@ jobs:
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
     needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
-    if: success() && github.repository_owner == 'ROCm'
+    if: >
+      success() &&
+      github.repository_owner == 'ROCm' &&
+      (
+        needs.generate_target_to_run.outputs.test_runs_on == '' ||
+        needs.test_pytorch_wheels.result == 'success'
+      )
     runs-on: ubuntu-24.04
     env:
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
diff --git a/.github/workflows/release_portable_linux_packages.yml b/.github/workflows/release_portable_linux_packages.yml
index 805d864ca74..7d1bb014ea9 100644
--- a/.github/workflows/release_portable_linux_packages.yml
+++ b/.github/workflows/release_portable_linux_packages.yml
@@ -158,7 +158,6 @@ jobs:
           tar cfz "${{ env.DIST_ARCHIVE }}" .
 
       - name: Setup Python
-        if: ${{ github.repository_owner == 'ROCm' }}
         uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
         with:
           python-version: 3.12

From bdff065bb1b72c8b4754f3695e67b93e1b781cae Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 31 Jul 2025 14:30:17 +0000
Subject: [PATCH 39/57] Modified if clause in 'Upload_pytorch_wheels' job

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 00aa006f7df..c40490f50f7 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -230,13 +230,16 @@ jobs:
 
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
-    needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
+    needs: [build_pytorch_wheels, generate_target_to_run]
     if: >
       success() &&
       github.repository_owner == 'ROCm' &&
       (
         needs.generate_target_to_run.outputs.test_runs_on == '' ||
-        needs.test_pytorch_wheels.result == 'success'
+        (
+          always() &&
+          needs.test_pytorch_wheels.result == 'success'
+        )
       )
     runs-on: ubuntu-24.04
     env:

From bc63a8720c5b302b1cdec83ba4b5a810a142b4ac Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 31 Jul 2025 19:13:17 +0000
Subject: [PATCH 40/57] Resolved upload step conditional logic to remove
 always() inside if:

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 6 +-----
 1 file changed, 1 insertion(+), 5 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index c40490f50f7..f3579a40fe0 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -232,14 +232,10 @@ jobs:
     name: Upload PyTorch Wheels to S3
     needs: [build_pytorch_wheels, generate_target_to_run]
     if: >
-      success() &&
       github.repository_owner == 'ROCm' &&
       (
         needs.generate_target_to_run.outputs.test_runs_on == '' ||
-        (
-          always() &&
-          needs.test_pytorch_wheels.result == 'success'
-        )
+        needs.test_pytorch_wheels.result == 'success'
       )
     runs-on: ubuntu-24.04
     env:

From 7192390f63401dfbc10c6061372ced99e52f8621 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 31 Jul 2025 20:29:33 +0000
Subject: [PATCH 41/57] Adding test_pytorch_wheels in needs: of
 upload_pytorch_wheels job to ensure wait for test wheel to finish

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index f3579a40fe0..4fbc10814b9 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -230,7 +230,7 @@ jobs:
 
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
-    needs: [build_pytorch_wheels, generate_target_to_run]
+    needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
     if: >
       github.repository_owner == 'ROCm' &&
       (

From ee26b7d3607f59f02a54ac979c7363970ea5d991 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 1 Aug 2025 02:12:42 +0000
Subject: [PATCH 42/57] Add check-gate step output variable

---
 .../build_portable_linux_pytorch_wheels.yml   | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 4fbc10814b9..d409b7e5443 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -231,12 +231,7 @@ jobs:
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
     needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
-    if: >
-      github.repository_owner == 'ROCm' &&
-      (
-        needs.generate_target_to_run.outputs.test_runs_on == '' ||
-        needs.test_pytorch_wheels.result == 'success'
-      )
+    if: always()
     runs-on: ubuntu-24.04
     env:
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
@@ -257,7 +252,18 @@ jobs:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
+      - name: Check test result gating
+        id: check-gate
+        run: |
+          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" ]]; then
+            echo "::warning::Tests failed. Skipping upload."
+            echo "upload=false" >> $GITHUB_OUTPUT
+          else
+            echo "upload=true" >> $GITHUB_OUTPUT
+          fi
+
       - name: Copy tested PyTorch wheels from staging to release S3
+        if: steps.check-gate.outputs.upload == 'true'
         run: |
           echo "Copying exact tested wheels to release S3 bucket..."
           aws s3 cp \
@@ -271,6 +277,7 @@ jobs:
             --include "pytorch_triton_rocm-${TRITON_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
       - name: (Re-)Generate Python package release index
+        if: steps.check-gate.outputs.upload == 'true'
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}

From f957f64904885cd8e200d72f82c05e8d76f0b10a Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Mon, 11 Aug 2025 15:05:38 +0000
Subject: [PATCH 43/57] addressed PR reviews and converted upload flag to env
 variable

---
 .../workflows/build_portable_linux_pytorch_wheels.yml  | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index d409b7e5443..034595cd3c8 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -247,7 +247,7 @@ jobs:
 
       - name: Configure AWS Credentials
         if: always()
-        uses: aws-actions/configure-aws-credentials@b47578312673ae6fa5b5096b330d9fbac3d116df # v4.2.1
+        uses: aws-actions/configure-aws-credentials@7474bc4690e29a8392af63c5b98e7449536d5c3a # v4.3.1
         with:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
@@ -257,13 +257,13 @@ jobs:
         run: |
           if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" ]]; then
             echo "::warning::Tests failed. Skipping upload."
-            echo "upload=false" >> $GITHUB_OUTPUT
+            echo "upload=false" >> $GITHUB_ENV
           else
-            echo "upload=true" >> $GITHUB_OUTPUT
+            echo "upload=true" >> $GITHUB_ENV
           fi
 
-      - name: Copy tested PyTorch wheels from staging to release S3
-        if: steps.check-gate.outputs.upload == 'true'
+      - name: Copy PyTorch wheels from staging to release S3
+        if: ${{ env.upload == 'true' }}
         run: |
           echo "Copying exact tested wheels to release S3 bucket..."
           aws s3 cp \

From 971d9f9c993984dcfcdcde6ab5b89227ee1a2961 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Mon, 11 Aug 2025 15:40:36 +0000
Subject: [PATCH 44/57] Removed check-gate id from workflow step

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 034595cd3c8..5bdde1ff24e 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -253,7 +253,6 @@ jobs:
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
       - name: Check test result gating
-        id: check-gate
         run: |
           if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" ]]; then
             echo "::warning::Tests failed. Skipping upload."
@@ -277,7 +276,7 @@ jobs:
             --include "pytorch_triton_rocm-${TRITON_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
       - name: (Re-)Generate Python package release index
-        if: steps.check-gate.outputs.upload == 'true'
+        if: ${{ env.upload == 'true' }}
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}

From 029ea02363afa635841e0c569314cde573dc5d4b Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 12 Aug 2025 15:11:11 +0000
Subject: [PATCH 45/57] Merged condition check for wheels upload and upload
 step

---
 .../build_portable_linux_pytorch_wheels.yml   | 24 +++++++++----------
 1 file changed, 11 insertions(+), 13 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 5bdde1ff24e..fe466330eff 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -246,23 +246,17 @@ jobs:
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Configure AWS Credentials
-        if: always()
         uses: aws-actions/configure-aws-credentials@7474bc4690e29a8392af63c5b98e7449536d5c3a # v4.3.1
         with:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
-      - name: Check test result gating
-        run: |
-          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" ]]; then
-            echo "::warning::Tests failed. Skipping upload."
-            echo "upload=false" >> $GITHUB_ENV
-          else
-            echo "upload=true" >> $GITHUB_ENV
-          fi
-
-      - name: Copy PyTorch wheels from staging to release S3
-        if: ${{ env.upload == 'true' }}
+      #TODO: Move upload wheels to a separate upload wheels script with AWS credential config merged
+      - name: Copy PyTorch wheels from staging to release S3 (only if all checks pass)
+        if: >
+          ${{ needs.build_pytorch_wheels.result == 'success' &&
+              (needs.generate_target_to_run.outputs.test_runs_on == '' ||
+               needs.test_pytorch_wheels.result != 'failure') }}
         run: |
           echo "Copying exact tested wheels to release S3 bucket..."
           aws s3 cp \
@@ -275,8 +269,12 @@ jobs:
             --include "torchvision-${TORCHVISION_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
             --include "pytorch_triton_rocm-${TRITON_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
+
       - name: (Re-)Generate Python package release index
-        if: ${{ env.upload == 'true' }}
+        if: >
+          ${{ needs.build_pytorch_wheels.result == 'success' &&
+              (needs.generate_target_to_run.outputs.test_runs_on == '' ||
+               needs.test_pytorch_wheels.result != 'failure') }}
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}

From c0ed8f14231f4c904425d492f07a1536ecea8cd4 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 12 Aug 2025 16:42:52 +0000
Subject: [PATCH 46/57] Revert "Merged condition check for wheels upload and
 upload step"

This reverts commit 30dc4515f546e10ac0dd432a1e1f68c327e927a2.
---
 .../build_portable_linux_pytorch_wheels.yml   | 24 ++++++++++---------
 1 file changed, 13 insertions(+), 11 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index fe466330eff..5bdde1ff24e 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -246,17 +246,23 @@ jobs:
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Configure AWS Credentials
+        if: always()
         uses: aws-actions/configure-aws-credentials@7474bc4690e29a8392af63c5b98e7449536d5c3a # v4.3.1
         with:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
-      #TODO: Move upload wheels to a separate upload wheels script with AWS credential config merged
-      - name: Copy PyTorch wheels from staging to release S3 (only if all checks pass)
-        if: >
-          ${{ needs.build_pytorch_wheels.result == 'success' &&
-              (needs.generate_target_to_run.outputs.test_runs_on == '' ||
-               needs.test_pytorch_wheels.result != 'failure') }}
+      - name: Check test result gating
+        run: |
+          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" ]]; then
+            echo "::warning::Tests failed. Skipping upload."
+            echo "upload=false" >> $GITHUB_ENV
+          else
+            echo "upload=true" >> $GITHUB_ENV
+          fi
+
+      - name: Copy PyTorch wheels from staging to release S3
+        if: ${{ env.upload == 'true' }}
         run: |
           echo "Copying exact tested wheels to release S3 bucket..."
           aws s3 cp \
@@ -269,12 +275,8 @@ jobs:
             --include "torchvision-${TORCHVISION_VERSION}-${CP_VERSION}-linux_x86_64.whl" \
             --include "pytorch_triton_rocm-${TRITON_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
-
       - name: (Re-)Generate Python package release index
-        if: >
-          ${{ needs.build_pytorch_wheels.result == 'success' &&
-              (needs.generate_target_to_run.outputs.test_runs_on == '' ||
-               needs.test_pytorch_wheels.result != 'failure') }}
+        if: ${{ env.upload == 'true' }}
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}

From 8d6b63ec6fab9eb6d7678ce5933fd9e144207d85 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Tue, 12 Aug 2025 17:13:04 +0000
Subject: [PATCH 47/57] Added needs.pytorch_build_wheels.results to upload
 check

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 5bdde1ff24e..c18f7de4330 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -254,7 +254,7 @@ jobs:
 
       - name: Check test result gating
         run: |
-          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" ]]; then
+          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" && "${{ needs.build_pytorch_wheels.result }}" != "success" ]]; then
             echo "::warning::Tests failed. Skipping upload."
             echo "upload=false" >> $GITHUB_ENV
           else

From 1aa14739995e992c581402c96511f7c4050adfc2 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Wed, 13 Aug 2025 14:46:59 +0000
Subject: [PATCH 48/57] Added a condition to skip upload even if
 needs.test_pytorch_wheels.result is skipped if test_runs_on is populated

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index c18f7de4330..b1a0a710acf 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -254,13 +254,16 @@ jobs:
 
       - name: Check test result gating
         run: |
-          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" && "${{ needs.test_pytorch_wheels.result }}" == "failure" && "${{ needs.build_pytorch_wheels.result }}" != "success" ]]; then
-            echo "::warning::Tests failed. Skipping upload."
+          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" \
+             && ( "${{ needs.test_pytorch_wheels.result }}" == "failure" || "${{ needs.test_pytorch_wheels.result }}" == "skipped" ) \
+             && "${{ needs.build_pytorch_wheels.result }}" != "success" ]]; then
+            echo "::warning::Tests failed or skipped. Skipping upload."
             echo "upload=false" >> $GITHUB_ENV
           else
             echo "upload=true" >> $GITHUB_ENV
           fi
 
+
       - name: Copy PyTorch wheels from staging to release S3
         if: ${{ env.upload == 'true' }}
         run: |

From be258df1e5074082e396a35c2247f13925b786bf Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 21 Aug 2025 14:15:53 +0000
Subject: [PATCH 49/57] This is a dummy commit


From cb3f485b9901c691d53464317eeec99c5cd91c3c Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Fri, 22 Aug 2025 15:15:06 +0000
Subject: [PATCH 50/57] Removing gating check step in job, enforcing promotion
 of wheels to v2 only if tests pass even for missing CI runners case

---
 .../build_portable_linux_pytorch_wheels.yml      | 16 ----------------
 1 file changed, 16 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index b1a0a710acf..ac822169d04 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -231,7 +231,6 @@ jobs:
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
     needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
-    if: always()
     runs-on: ubuntu-24.04
     env:
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
@@ -246,26 +245,12 @@ jobs:
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Configure AWS Credentials
-        if: always()
         uses: aws-actions/configure-aws-credentials@7474bc4690e29a8392af63c5b98e7449536d5c3a # v4.3.1
         with:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
-      - name: Check test result gating
-        run: |
-          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" \
-             && ( "${{ needs.test_pytorch_wheels.result }}" == "failure" || "${{ needs.test_pytorch_wheels.result }}" == "skipped" ) \
-             && "${{ needs.build_pytorch_wheels.result }}" != "success" ]]; then
-            echo "::warning::Tests failed or skipped. Skipping upload."
-            echo "upload=false" >> $GITHUB_ENV
-          else
-            echo "upload=true" >> $GITHUB_ENV
-          fi
-
-
       - name: Copy PyTorch wheels from staging to release S3
-        if: ${{ env.upload == 'true' }}
         run: |
           echo "Copying exact tested wheels to release S3 bucket..."
           aws s3 cp \
@@ -279,7 +264,6 @@ jobs:
             --include "pytorch_triton_rocm-${TRITON_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
       - name: (Re-)Generate Python package release index
-        if: ${{ env.upload == 'true' }}
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}

From c4dc878b5833e4fc5e903243dc1bfa6b2ace2d8b Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Mon, 25 Aug 2025 18:56:52 +0000
Subject: [PATCH 51/57] Revert "Removing gating check step in job, enforcing
 promotion of wheels to v2 only if tests pass even for missing CI runners
 case"

This reverts commit bc9d2097f640bd902903adfb8fe764a012b4c50b.
---
 .../build_portable_linux_pytorch_wheels.yml      | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index ac822169d04..b1a0a710acf 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -231,6 +231,7 @@ jobs:
   upload_pytorch_wheels:
     name: Upload PyTorch Wheels to S3
     needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
+    if: always()
     runs-on: ubuntu-24.04
     env:
       S3_BUCKET_PY: "therock-${{ inputs.release_type }}-python"
@@ -245,12 +246,26 @@ jobs:
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
 
       - name: Configure AWS Credentials
+        if: always()
         uses: aws-actions/configure-aws-credentials@7474bc4690e29a8392af63c5b98e7449536d5c3a # v4.3.1
         with:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
+      - name: Check test result gating
+        run: |
+          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" \
+             && ( "${{ needs.test_pytorch_wheels.result }}" == "failure" || "${{ needs.test_pytorch_wheels.result }}" == "skipped" ) \
+             && "${{ needs.build_pytorch_wheels.result }}" != "success" ]]; then
+            echo "::warning::Tests failed or skipped. Skipping upload."
+            echo "upload=false" >> $GITHUB_ENV
+          else
+            echo "upload=true" >> $GITHUB_ENV
+          fi
+
+
       - name: Copy PyTorch wheels from staging to release S3
+        if: ${{ env.upload == 'true' }}
         run: |
           echo "Copying exact tested wheels to release S3 bucket..."
           aws s3 cp \
@@ -264,6 +279,7 @@ jobs:
             --include "pytorch_triton_rocm-${TRITON_VERSION}-${CP_VERSION}-linux_x86_64.whl"
 
       - name: (Re-)Generate Python package release index
+        if: ${{ env.upload == 'true' }}
         run: |
           pip install boto3 packaging
           python ./build_tools/third_party/s3_management/manage.py ${{ inputs.s3_subdir }}/${{ inputs.amdgpu_family }}

From 91e4976a003f9bb62de31727f9a8170fb836d8d8 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Mon, 25 Aug 2025 19:14:59 +0000
Subject: [PATCH 52/57] Re-worked upload logic to be more readable

---
 .../build_portable_linux_pytorch_wheels.yml   | 25 +++++++++++++------
 1 file changed, 17 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index b1a0a710acf..8278f98ecc4 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -252,18 +252,27 @@ jobs:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
-      - name: Check test result gating
+      - name: Determine upload flag
+        env:
+          BUILD_RESULT: ${{ needs.build_pytorch_wheels.result }}
+          TEST_RESULT: ${{ needs.test_pytorch_wheels.result }}
+          TEST_RUNS_ON: ${{ needs.generate_target_to_run.outputs.test_runs_on }}
         run: |
-          if [[ "${{ needs.generate_target_to_run.outputs.test_runs_on }}" != "" \
-             && ( "${{ needs.test_pytorch_wheels.result }}" == "failure" || "${{ needs.test_pytorch_wheels.result }}" == "skipped" ) \
-             && "${{ needs.build_pytorch_wheels.result }}" != "success" ]]; then
-            echo "::warning::Tests failed or skipped. Skipping upload."
-            echo "upload=false" >> $GITHUB_ENV
+          # 1) If the build failed → upload=false
+          if [[ "$BUILD_RESULT" != "success" ]]; then
+            echo "::warning::Build failed. Skipping upload."
+            echo "upload=false" >> "$GITHUB_ENV"
+
+          # 2) Else if there was a test runner AND tests failed or were skipped → upload=false
+          elif [[ -n "$TEST_RUNS_ON" && ( "$TEST_RESULT" == "failure" || "$TEST_RESULT" == "skipped" ) ]]; then
+            echo "::warning::Tests failed or were skipped (runner present). Skipping upload."
+            echo "upload=false" >> "$GITHUB_ENV"
+
+          # 3) Else → upload=true
           else
-            echo "upload=true" >> $GITHUB_ENV
+            echo "upload=true" >> "$GITHUB_ENV"
           fi
 
-
       - name: Copy PyTorch wheels from staging to release S3
         if: ${{ env.upload == 'true' }}
         run: |

From 84b034eeb4da4ac57f242658a36fddf45f54a578 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Wed, 27 Aug 2025 21:02:31 +0000
Subject: [PATCH 53/57] Added upload_always flag for arch families that dont
 have a runner as an override and utilizing the same to decide upload to v2

---
 .../build_portable_linux_pytorch_wheels.yml   | 11 ++++--
 .../github_actions/amdgpu_family_matrix.py    | 17 +++------
 .../github_actions/configure_target_run.py    | 35 +++++++++++++++++++
 3 files changed, 49 insertions(+), 14 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index 8278f98ecc4..d41d281b5e5 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -143,7 +143,7 @@ jobs:
           ./external-builds/pytorch/pytorch_audio_repo.py checkout --repo-hashtag nightly
           ./external-builds/pytorch/pytorch_vision_repo.py checkout --repo-hashtag nightly
           ./external-builds/pytorch/pytorch_triton_repo.py checkout --patch --patchset nightly
-      
+
       # Then the else branch to checkout release version of source code instead.
       - name: Checkout PyTorch Source Repos from stable branch
         if: ${{ inputs.pytorch_version != 'nightly' }}
@@ -252,11 +252,13 @@ jobs:
           aws-region: us-east-2
           role-to-assume: arn:aws:iam::692859939525:role/therock-${{ inputs.release_type }}-releases
 
+
       - name: Determine upload flag
         env:
           BUILD_RESULT: ${{ needs.build_pytorch_wheels.result }}
           TEST_RESULT: ${{ needs.test_pytorch_wheels.result }}
           TEST_RUNS_ON: ${{ needs.generate_target_to_run.outputs.test_runs_on }}
+          ALWAYS_UPLOAD: ${{ needs.generate_target_to_run.outputs.always_upload }}
         run: |
           # 1) If the build failed → upload=false
           if [[ "$BUILD_RESULT" != "success" ]]; then
@@ -268,7 +270,12 @@ jobs:
             echo "::warning::Tests failed or were skipped (runner present). Skipping upload."
             echo "upload=false" >> "$GITHUB_ENV"
 
-          # 3) Else → upload=true
+          # 3) Else if ALWAYS_UPLOAD is not set and there was no test runner → upload=false
+          elif [[ -z "$ALWAYS_UPLOAD" && -z "$TEST_RUNS_ON" ]]; then
+            echo "::warning::No test runner and ALWAYS_UPLOAD not set. Skipping upload."
+            echo "upload=false" >> "$GITHUB_ENV"
+
+          # 4) Otherwise → upload=true
           else
             echo "upload=true" >> "$GITHUB_ENV"
           fi
diff --git a/build_tools/github_actions/amdgpu_family_matrix.py b/build_tools/github_actions/amdgpu_family_matrix.py
index 57116572eb9..bda9f1f3d90 100644
--- a/build_tools/github_actions/amdgpu_family_matrix.py
+++ b/build_tools/github_actions/amdgpu_family_matrix.py
@@ -10,13 +10,11 @@
         }
     },
     "gfx110x": {
-        "linux": {
-            "test-runs-on": "",
-            "family": "gfx110X-dgpu",
-        },
+        "linux": {"test-runs-on": "", "family": "gfx110X-dgpu", "always_upload": True},
         "windows": {
             "test-runs-on": "",
             "family": "gfx110X-dgpu",
+            "always_upload": True,
         },
     },
 }
@@ -29,10 +27,7 @@
         }
     },
     "gfx115x": {
-        "linux": {
-            "test-runs-on": "",
-            "family": "gfx1151",
-        },
+        "linux": {"test-runs-on": "", "family": "gfx1151", "always_upload": True},
         "windows": {
             "test-runs-on": "windows-strix-halo-gpu-rocm",
             "family": "gfx1151",
@@ -42,11 +37,9 @@
         "linux": {
             "test-runs-on": "",  # removed due to machine issues, label is "linux-rx9070-gpu-rocm"
             "family": "gfx120X-all",
+            "always_upload": True,
         },
-        "windows": {
-            "test-runs-on": "",
-            "family": "gfx120X-all",
-        },
+        "windows": {"test-runs-on": "", "family": "gfx120X-all", "always_upload": True},
     },
 }
 
diff --git a/build_tools/github_actions/configure_target_run.py b/build_tools/github_actions/configure_target_run.py
index 65f662ea0dc..83cba0954d7 100644
--- a/build_tools/github_actions/configure_target_run.py
+++ b/build_tools/github_actions/configure_target_run.py
@@ -47,6 +47,38 @@ def get_runner_label(target: str, platform: str) -> str:
             print(f"  Found runner: '{test_runs_on_machine}'")
             return test_runs_on_machine
 
+
+def get_upload_label(target: str, platform: str) -> str:
+    print(f"Searching for a runner for target '{target}' on platform '{platform}'")
+    amdgpu_family_info_matrix = (
+        amdgpu_family_info_matrix_presubmit | amdgpu_family_info_matrix_postsubmit
+    )
+    for key, info_for_key in amdgpu_family_info_matrix.items():
+        print(f"Cheecking key '{key}' with info:\n  {info_for_key}")
+        platform_for_key = info_for_key.get(platform)
+
+        if not platform_for_key:
+            # Some AMDGPU families are only supported on certain platforms.
+            print(f"  Skipping since this entry has no platform '{platform}'")
+            continue
+
+        # Check against both the inner "family" and the outer "key". If neither
+        # match then skip. Workflows are expected to use the inner "family"
+        # but manually triggered runs may use the outer "key" instead, so we'll
+        # be a bit lenient here.
+        # This needs a rework, see https://github.com/ROCm/TheRock/issues/1097.
+        family_for_platform = platform_for_key.get("family")
+        if target != family_for_platform and key not in target.lower():
+            print(
+                f"  Skipping since the target '{target}' does not match the family '{family_for_platform}'"
+            )
+            continue
+
+        # If there is no test machine available and always_upload flag is True for GPU family and platform, output always_upload as True
+        always_upload = platform_for_key.get("always_upload")
+        if always_upload:
+            print(f"  always_upload: True")
+            return always_upload
     return ""
 
 
@@ -54,6 +86,9 @@ def main(target: str, platform: str):
     runner_label = get_runner_label(target, platform)
     if runner_label:
         gha_set_output({"test-runs-on": runner_label})
+    upload_label = get_upload_label(target, platform)
+    if upload_label:
+        gha_set_output({"always_upload": upload_label})
 
 
 if __name__ == "__main__":

From d7d4e0106ee0d0bb71e21865017cd9b9a961c8f3 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Wed, 27 Aug 2025 21:41:35 +0000
Subject: [PATCH 54/57] Adding always_upload in ouptuts for
 generate_target_to_run job

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index d41d281b5e5..f3afcb9b717 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -204,6 +204,7 @@ jobs:
     runs-on: ubuntu-24.04
     outputs:
       test_runs_on: ${{ steps.configure.outputs.test-runs-on }}
+      always_upload: ${{ steps.configure.outputs.always_upload }}
     steps:
       - name: Checking out repository
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0

From a68c3ded2fd2453ad33f6fe6120a8c2981105910 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 28 Aug 2025 00:34:01 +0000
Subject: [PATCH 55/57] Addressing PR comments, changed 'always_upload' flag to
 'bypass_tests_for_releases'

---
 .../build_portable_linux_pytorch_wheels.yml    | 12 ++++++------
 .../github_actions/amdgpu_family_matrix.py     | 18 +++++++++++++++---
 .../github_actions/configure_target_run.py     | 12 ++++++------
 3 files changed, 27 insertions(+), 15 deletions(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index f3afcb9b717..c3c38db8d0a 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -130,7 +130,7 @@ jobs:
           if ! [ -x "${python_dir}/bin/python" ]; then
             echo "ERROR: Could not find python: ${python_dir}"
             exit 1
-            fi
+          fi
           echo "${python_dir}/bin" >> "$GITHUB_PATH"
 
       # Github workflows do not have if/else and therefore we define two jobs with different if clauses.
@@ -204,7 +204,7 @@ jobs:
     runs-on: ubuntu-24.04
     outputs:
       test_runs_on: ${{ steps.configure.outputs.test-runs-on }}
-      always_upload: ${{ steps.configure.outputs.always_upload }}
+      bypass_tests_for_releases: ${{ steps.configure.outputs.bypass_tests_for_releases }}
     steps:
       - name: Checking out repository
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -259,7 +259,7 @@ jobs:
           BUILD_RESULT: ${{ needs.build_pytorch_wheels.result }}
           TEST_RESULT: ${{ needs.test_pytorch_wheels.result }}
           TEST_RUNS_ON: ${{ needs.generate_target_to_run.outputs.test_runs_on }}
-          ALWAYS_UPLOAD: ${{ needs.generate_target_to_run.outputs.always_upload }}
+          BYPASS_TESTS_FOR_RELEASES: ${{ needs.generate_target_to_run.outputs.bypass_tests_for_releases }}
         run: |
           # 1) If the build failed → upload=false
           if [[ "$BUILD_RESULT" != "success" ]]; then
@@ -271,9 +271,9 @@ jobs:
             echo "::warning::Tests failed or were skipped (runner present). Skipping upload."
             echo "upload=false" >> "$GITHUB_ENV"
 
-          # 3) Else if ALWAYS_UPLOAD is not set and there was no test runner → upload=false
-          elif [[ -z "$ALWAYS_UPLOAD" && -z "$TEST_RUNS_ON" ]]; then
-            echo "::warning::No test runner and ALWAYS_UPLOAD not set. Skipping upload."
+          # 3) Else if BYPASS_TESTS_FOR_RELEASES is not set and there was no test runner → upload=false
+          elif [[ -z "$BYPASS_TESTS_FOR_RELEASES" && -z "$TEST_RUNS_ON" ]]; then
+            echo "::warning::No test runner and BYPASS_TESTS_FOR_RELEASES not set. Skipping upload."
             echo "upload=false" >> "$GITHUB_ENV"
 
           # 4) Otherwise → upload=true
diff --git a/build_tools/github_actions/amdgpu_family_matrix.py b/build_tools/github_actions/amdgpu_family_matrix.py
index bda9f1f3d90..9a8d9ea3613 100644
--- a/build_tools/github_actions/amdgpu_family_matrix.py
+++ b/build_tools/github_actions/amdgpu_family_matrix.py
@@ -10,7 +10,11 @@
         }
     },
     "gfx110x": {
-        "linux": {"test-runs-on": "", "family": "gfx110X-dgpu", "always_upload": True},
+        "linux": {
+            "test-runs-on": "",
+            "family": "gfx110X-dgpu",
+            "always_upload": True,
+        },
         "windows": {
             "test-runs-on": "",
             "family": "gfx110X-dgpu",
@@ -27,7 +31,11 @@
         }
     },
     "gfx115x": {
-        "linux": {"test-runs-on": "", "family": "gfx1151", "always_upload": True},
+        "linux": {
+            "test-runs-on": "",
+            "family": "gfx1151",
+            "always_upload": True,
+        },
         "windows": {
             "test-runs-on": "windows-strix-halo-gpu-rocm",
             "family": "gfx1151",
@@ -39,7 +47,11 @@
             "family": "gfx120X-all",
             "always_upload": True,
         },
-        "windows": {"test-runs-on": "", "family": "gfx120X-all", "always_upload": True},
+        "windows": {
+            "test-runs-on": "",
+            "family": "gfx120X-all",
+            "always_upload": True,
+        },
     },
 }
 
diff --git a/build_tools/github_actions/configure_target_run.py b/build_tools/github_actions/configure_target_run.py
index 83cba0954d7..725b9a8a6cc 100644
--- a/build_tools/github_actions/configure_target_run.py
+++ b/build_tools/github_actions/configure_target_run.py
@@ -74,11 +74,11 @@ def get_upload_label(target: str, platform: str) -> str:
             )
             continue
 
-        # If there is no test machine available and always_upload flag is True for GPU family and platform, output always_upload as True
-        always_upload = platform_for_key.get("always_upload")
-        if always_upload:
-            print(f"  always_upload: True")
-            return always_upload
+        # If there is no test machine available and bypass_tests_for_releases flag is True for GPU family and platform, output bypass_tests_for_releases as True
+        bypass_tests_for_releases = platform_for_key.get("bypass_tests_for_releases")
+        if bypass_tests_for_releases:
+            print(f"  bypass_tests_for_releases: True")
+            return bypass_tests_for_releases
     return ""
 
 
@@ -88,7 +88,7 @@ def main(target: str, platform: str):
         gha_set_output({"test-runs-on": runner_label})
     upload_label = get_upload_label(target, platform)
     if upload_label:
-        gha_set_output({"always_upload": upload_label})
+        gha_set_output({"bypass_tests_for_releases": upload_label})
 
 
 if __name__ == "__main__":

From 2f8f638fe0384a46b3b85d7dacd772da75e16d7f Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 28 Aug 2025 02:08:45 +0000
Subject: [PATCH 56/57] Updated 'bypass_tests_for_releases' in
 amdgpu_family_matrix.py

---
 build_tools/github_actions/amdgpu_family_matrix.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/build_tools/github_actions/amdgpu_family_matrix.py b/build_tools/github_actions/amdgpu_family_matrix.py
index 9a8d9ea3613..d9ef80304b7 100644
--- a/build_tools/github_actions/amdgpu_family_matrix.py
+++ b/build_tools/github_actions/amdgpu_family_matrix.py
@@ -13,12 +13,12 @@
         "linux": {
             "test-runs-on": "",
             "family": "gfx110X-dgpu",
-            "always_upload": True,
+            "bypass_tests_for_releases": True,
         },
         "windows": {
             "test-runs-on": "",
             "family": "gfx110X-dgpu",
-            "always_upload": True,
+            "bypass_tests_for_releases": True,
         },
     },
 }
@@ -34,7 +34,7 @@
         "linux": {
             "test-runs-on": "",
             "family": "gfx1151",
-            "always_upload": True,
+            "bypass_tests_for_releases": True,
         },
         "windows": {
             "test-runs-on": "windows-strix-halo-gpu-rocm",
@@ -45,12 +45,12 @@
         "linux": {
             "test-runs-on": "",  # removed due to machine issues, label is "linux-rx9070-gpu-rocm"
             "family": "gfx120X-all",
-            "always_upload": True,
+            "bypass_tests_for_releases": True,
         },
         "windows": {
             "test-runs-on": "",
             "family": "gfx120X-all",
-            "always_upload": True,
+            "bypass_tests_for_releases": True,
         },
     },
 }

From 576595ceb049303ed15755d590ffced6b75b4824 Mon Sep 17 00:00:00 2001
From: arravikum <arravikum@amd.com>
Date: Thu, 28 Aug 2025 13:21:57 +0000
Subject: [PATCH 57/57] Adding missed return '' in configure_target_run.py and
 updated job name

---
 .github/workflows/build_portable_linux_pytorch_wheels.yml | 2 +-
 build_tools/github_actions/configure_target_run.py        | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/build_portable_linux_pytorch_wheels.yml b/.github/workflows/build_portable_linux_pytorch_wheels.yml
index c3c38db8d0a..08a60786ac6 100644
--- a/.github/workflows/build_portable_linux_pytorch_wheels.yml
+++ b/.github/workflows/build_portable_linux_pytorch_wheels.yml
@@ -230,7 +230,7 @@ jobs:
       pytorch_version: ${{ inputs.pytorch_version }}
 
   upload_pytorch_wheels:
-    name: Upload PyTorch Wheels to S3
+    name: Release PyTorch Wheels to S3
     needs: [build_pytorch_wheels, generate_target_to_run, test_pytorch_wheels]
     if: always()
     runs-on: ubuntu-24.04
diff --git a/build_tools/github_actions/configure_target_run.py b/build_tools/github_actions/configure_target_run.py
index 725b9a8a6cc..1e008a2558d 100644
--- a/build_tools/github_actions/configure_target_run.py
+++ b/build_tools/github_actions/configure_target_run.py
@@ -46,6 +46,7 @@ def get_runner_label(target: str, platform: str) -> str:
         if test_runs_on_machine:
             print(f"  Found runner: '{test_runs_on_machine}'")
             return test_runs_on_machine
+    return ""
 
 
 def get_upload_label(target: str, platform: str) -> str: