Precision support page update

Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.13.0 to 1.15.0.
- [Release notes](https://github.com/ROCm/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.13.0...v1.15.0)

---
updated-dependencies:
- dependency-name: rocm-docs-core
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

.azuredevops/README.md

@@ -23,6 +23,40 @@ ROCm-CI Azure DevOps Pipelines contains markup language files that orchestrate b
 - [YAML schema](https://learn.microsoft.com/en-us/azure/devops/pipelines/yaml-schema/?view=azure-pipelines&viewFallbackFrom=azure-devops)
 - [Azure Pipelines Task Index](https://learn.microsoft.com/en-us/azure/devops/pipelines/tasks/reference/?view=azure-pipelines)
 
+## VMSS Setup
+
+The Azure VMSS used for build jobs have docker installed during provisioning through the Azure Portal's settings.
+Select the VMSS, then go to Settings, Operating system.
+In the Custom Data section, select to Modify Custom Data. Enter the code block below and Apply.
+
+```bash
+#cloud-config
+
+bootcmd:
+  - mkdir -p /etc/systemd/system/walinuxagent.service.d
+  - echo "[Unit]\nAfter=cloud-final.service" > /etc/systemd/system/walinuxagent.service.d/override.conf
+  - sed "s/After=multi-user.target//g" /lib/systemd/system/cloud-final.service > /etc/systemd/system/cloud-final.service
+  - systemctl daemon-reload
+
+apt:
+  sources:
+    docker.list:
+      source: deb [arch=amd64] https://download.docker.com/linux/ubuntu $RELEASE stable
+      keyid: 9DC858229FC7DD38854AE2D88D81803C0EBFCD88
+
+packages:
+  - docker-ce
+  - docker-ce-cli
+
+groups:
+  - docker
+
+runcmd:
+  - usermod -aG docker $USER
+  - systemctl restart docker
+  - systemctl enable docker
+```
+
 ## Disclaimer
 
 The information presented in this document is for informational purposes only and may contain technical inaccuracies, omissions, and typographical errors. The information contained herein is subject to change and may be rendered inaccurate for many reasons, including but not limited to product and roadmap changes, component and motherboard versionchanges, new model and/or product releases, product differences between differing manufacturers, software changes, BIOS flashes, firmware upgrades, or the like. Any computer system has risks of security vulnerabilities that cannot be completely prevented or mitigated.AMD assumes no obligation to update or otherwise correct or revise this information. However, AMD reserves the right to revise this information and to make changes from time to time to the content hereof without obligation of AMD to notify any person of such revisions or changes.THIS INFORMATION IS PROVIDED ‘AS IS.” AMD MAKES NO REPRESENTATIONS OR WARRANTIES WITH RESPECT TO THE CONTENTS HEREOF AND ASSUMES NO RESPONSIBILITY FOR ANY INACCURACIES, ERRORS, OR OMISSIONS THAT MAY APPEAR IN THIS INFORMATION. AMD SPECIFICALLY DISCLAIMS ANY IMPLIED WARRANTIES OF NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR ANY PARTICULAR PURPOSE. IN NO EVENT WILL AMD BE LIABLE TO ANY PERSON FOR ANY RELIANCE, DIRECT, INDIRECT, SPECIAL, OR OTHER CONSEQUENTIAL DAMAGES ARISING FROM THE USE OF ANY INFORMATION CONTAINED HEREIN, EVEN IF AMD IS EXPRESSLY ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. AMD, the AMD Arrow logo, and combinations thereof are trademarks of Advanced Micro Devices, Inc. Other product names used in this publication are for identification purposes only and may be trademarks of their respective companies.

.azuredevops/components/AMDMIGraphX.yml

@@ -121,6 +121,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: AMDMIGraphX_testing
   dependsOn: AMDMIGraphX
@@ -179,3 +185,11 @@ jobs:
       testExecutable: make
       testParameters: -j$(nproc) check
       testPublishResults: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - MIGRAPHX_TRACE_BENCHMARKING:::1

.azuredevops/components/HIP.yml

@@ -8,11 +8,13 @@ parameters:
 - name: aptPackages
   type: object
   default:
+    - cmake
     - libnuma-dev
     - mesa-common-dev
     - ocl-icd-libopencl1
     - ocl-icd-opencl-dev
     - opencl-headers
+    - python3-pip
 - name: pipModules
   type: object
   default:
@@ -39,8 +41,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -83,14 +84,19 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       artifactName: amd
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: amd
 
 # HIP with Nvidia backend
 - job: hip_clr_combined_nvidia
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -132,3 +138,9 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       artifactName: nvidia
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: nvidia

.azuredevops/components/HIPIFY.yml

@@ -37,9 +37,9 @@ jobs:
     inputs:
       targetType: inline
       script: |
-        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
-        wget -q -O- https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-archive-keyring.gpg | gpg --dearmor | sudo tee /etc/apt/trusted.gpg.d/cuda-archive-keyring.gpg > /dev/null
-        echo "deb [signed-by=/etc/apt/trusted.gpg.d/cuda-archive-keyring.gpg] https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /" | sudo tee /etc/apt/sources.list.d/cuda-ubuntu2204-x86_64.list
+        wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb
+        sudo dpkg -i cuda-keyring_1.1-1_all.deb
+        sudo rm -f cuda-keyring_1.1-1_all.deb
         sudo apt update
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -106,3 +106,14 @@ jobs:
       testExecutable: make
       testParameters: test-hipify
       testPublishResults: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: combined
+      registerCUDAPackages: true
+      extraCopyDirectories:
+        - llvm-project
+      extraEnvVars:
+        - UPSTREAM_LLVM_GIT_URL:::https://github.com/llvm/llvm-project.git
+        - UPSTREAM_LLVM_TAG:::llvmorg-18.1.2

.azuredevops/components/MIOpen.yml

@@ -113,6 +113,14 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraCopyDirectories:
+        - miopen-deps
 
 - job: MIOpen_testing
   timeoutInMinutes: 180
@@ -185,3 +193,11 @@ jobs:
     parameters:
       componentName: MIOpen
       testParameters: '-VV --output-on-failure --force-new-ctest-process --output-junit test_output.xml --exclude-regex test_rnn_seq_api'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraCopyDirectories:
+        - miopen-deps

.azuredevops/components/MIVisionX.yml

@@ -24,6 +24,7 @@ parameters:
     - libopencv-dev
     - protobuf-compiler
     - libprotoc-dev
+    - python3-pip
 - name: pipModules
   type: object
   default:
@@ -69,8 +70,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -104,6 +104,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: MIVisionX_testing
   dependsOn: MIVisionX
@@ -146,3 +152,10 @@ jobs:
     parameters:
       componentName: MIVisionX
       testDir: 'mivisionx-tests'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true

.azuredevops/components/ROCR-Runtime.yml

@@ -8,10 +8,13 @@ parameters:
 - name: aptPackages
   type: object
   default:
+    - cmake
     - g++
     - libdrm-dev
     - libelf-dev
     - libnuma-dev
+    - pkg-config
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -29,8 +32,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -53,6 +55,10 @@ jobs:
         -DCMAKE_BUILD_TYPE=Release
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
 
 - job: ROCR_Runtime_testing
   dependsOn: ROCR_Runtime
@@ -135,3 +141,9 @@ jobs:
       testExecutable: ./rocrtst64
       testParameters: '--gtest_filter="-rocrtstNeg.Memory_Negative_Tests:rocrtstFunc.Memory_Max_Mem" --gtest_output=xml:./test_output.xml --gtest_color=yes'
       testDir: $(Build.SourcesDirectory)/rocrtst/suites/test_common/build/$(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+# docker image will be missing libhwloc5

.azuredevops/components/ROCT-Thunk-Interface.yml

@@ -16,8 +16,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:

.azuredevops/components/ROCdbgapi.yml

@@ -10,6 +10,7 @@ parameters:
   default:
     - cmake
     - ninja-build
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -23,8 +24,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -47,3 +47,7 @@ jobs:
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/ROCgdb.yml

@@ -92,6 +92,7 @@ jobs:
         sudo rm -rf /opt/rocm
         sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
         echo "##vso[task.prependpath]/opt/rocm/bin"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - task: Bash@3
     displayName: check-gdb
@@ -106,3 +107,10 @@ jobs:
       targetType: inline
       script: find -name gdb.log -exec cat {} \;
       workingDirectory: $(Build.SourcesDirectory)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: combined
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - PKG_CONFIG_PATH:::/home/user/workspace/rocm/share/pkgconfig

.azuredevops/components/ROCmValidationSuite.yml

@@ -17,6 +17,7 @@ parameters:
     - libgst-dev
     - libgtest-dev
     - git
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -59,8 +60,7 @@ jobs:
     value: $(Agent.BuildDirectory)/rocm
   - name: HIP_INC_DIR
     value: $(Agent.BuildDirectory)/rocm
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -94,6 +94,15 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
+        - ROCM_PATH:::/home/user/workspace/rocm
+        - HIP_INC_DIR:::/home/user/workspace/rocm
 
 - job: ROCmValidationSuite_testing
   dependsOn: ROCmValidationSuite
@@ -131,3 +140,8 @@ jobs:
       testParameters: ''
       testDir: $(Agent.BuildDirectory)
       testPublishResults: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/Tensile.yml

@@ -35,8 +35,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -72,6 +71,23 @@ jobs:
     retryCountOnTaskFailure: 3
     inputs:
       targetPath: $(Build.ArtifactStagingDirectory)
+  - task: Bash@3
+    displayName: Save pipeline artifact file names
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: |
+        echo "$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_drop_$(JOB_GPU_TARGET).tar.gz" >> pipelineArtifacts.txt
+        whlFile=$(find "$(Build.ArtifactStagingDirectory)" -type f -name "*.whl" | head -n 1)
+        if [ -n "$whlFile" ]; then
+          echo $(basename "$whlFile") >> pipelineArtifacts.txt
+        fi
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: Tensile_testing
   timeoutInMinutes: 90
@@ -162,3 +178,13 @@ jobs:
     inputs:
       targetType: inline
       script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/llvm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true
+      pythonEnvVars: true
+      extraPaths: /home/user/workspace/rocm/llvm/bin:/home/user/workspace/rocm/bin
+# docker image will not have python site-packages in path, but the env vars will make it easier

.azuredevops/components/TransferBench.yml

@@ -35,8 +35,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool: 
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -69,6 +68,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: TransferBench_testing
   dependsOn: TransferBench
@@ -112,3 +116,8 @@ jobs:
       testExecutable: './rocm/bin/TransferBench'
       testParameters: 'p2p'
       testPublishResults: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/amdsmi.yml

@@ -8,15 +8,17 @@ parameters:
 - name: aptPackages
   type: object
   default:
+    - cmake
     - libdrm-dev
+    - python3-pip
+    - pkg-config
 
 jobs:
 - job: amdsmi
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -33,6 +35,10 @@ jobs:
         -DBUILD_TESTS=ON
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
 
 - job: amdsmi_testing
   dependsOn: amdsmi
@@ -63,3 +69,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)'
       testExecutable: './rocm/share/amd_smi/tests/amdsmitst'
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/aomp-extras.yml

@@ -23,8 +23,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -51,3 +50,7 @@ jobs:
       installDir: $(Build.BinariesDirectory)/llvm
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/aomp.yml

@@ -436,6 +436,11 @@ jobs:
       RemoveDotFiles: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      optSymLink: true
 
 - job: aomp_testing
   dependsOn: aomp
@@ -510,3 +515,9 @@ jobs:
       SKIP_TEST_PACKAGE: 1
       MAINLINE_BUILD: 1
       SUITE_LIST: smoke
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true

.azuredevops/components/composable_kernel.yml

@@ -94,6 +94,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: composable_kernel_testing
   timeoutInMinutes: 90
@@ -136,3 +141,8 @@ jobs:
           ./$file | tee -a $(TEST_LOG_FILE)
         done
       workingDirectory: $(Agent.BuildDirectory)/rocm/bin
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/copyHIP.yml

@@ -31,3 +31,4 @@ jobs:
       sourceDir: $(Agent.BuildDirectory)/rocm
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml

.azuredevops/components/half.yml

@@ -25,8 +25,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -59,3 +58,8 @@ jobs:
         make test03
         ./bin/test
       workingDirectory: $(Build.SourcesDirectory)/test
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: combined

.azuredevops/components/hip-tests.yml

@@ -83,6 +83,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
 - job: hip_tests_testing
   timeoutInMinutes: 240
@@ -132,3 +139,9 @@ jobs:
     inputs:
       targetType: inline
       script: sudo rm -rf /opt/rocm
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true

.azuredevops/components/hipBLAS-common.yml

@@ -29,8 +29,7 @@ jobs:
   - name: ROCM_PATH
     value: $(Agent.BuildDirectory)/rocm
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -53,3 +52,9 @@ jobs:
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      extraEnvVars:
+        - ROCM_PATH:::/home/user/workspace/rocm

.azuredevops/components/hipBLAS.yml

@@ -96,6 +96,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      installAOCL: true
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipBLAS_testing
   dependsOn: hipBLAS
@@ -133,3 +140,9 @@ jobs:
       testExecutable: $(Agent.BuildDirectory)/rocm/bin/hipblas-test
       testParameters: '--yaml hipblas_smoke.yaml --gtest_output=xml:./test_output.xml --gtest_color=yes'
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipBLASLt.yml

@@ -143,7 +143,22 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
-
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraPaths: /home/user/workspace/rocm/llvm/bin:/home/user/workspace/rocm/bin
+      installLatestCMake: true
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
+        - TENSILE_ROCM_ASSEMBLER_PATH:::/home/user/workspace/rocm/llvm/bin/amdclang
+        - CMAKE_CXX_COMPILER:::/home/user/workspace/rocm/bin/hipcc
+        - TENSILE_ROCM_OFFLOAD_BUNDLER_PATH:::/home/user/workspace/rocm/llvm/bin/clang-offload-bundler
+        - TENSILE_ROCM_PATH:::/home/user/workspace/rocm/bin/hipcc
+      extraCopyDirectories:
+        - deps
 
 - job: hipBLASLt_testing
   dependsOn: hipBLASLt
@@ -181,3 +196,9 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './hipblaslt-test'
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes --gtest_filter=*pre_checkin*'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipCUB.yml

@@ -71,6 +71,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipCUB_testing
   dependsOn: hipCUB
@@ -105,3 +110,8 @@ jobs:
     parameters:
       componentName: hipCUB
       testDir: '$(Agent.BuildDirectory)/rocm/bin/hipcub'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipFFT.yml

@@ -47,8 +47,7 @@ jobs:
   - template: /.azuredevops/variables-global.yml
   - name: HIP_ROCCLR_HOME
     value: $(Build.BinariesDirectory)/rocm
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -89,6 +88,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipFFT_testing
   dependsOn: hipFFT
@@ -125,3 +129,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './hipfft-test'
       testParameters: '--test_prob 0.002 --gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipRAND.yml

@@ -12,6 +12,7 @@ parameters:
     - ninja-build
     - googletest
     - git
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -37,8 +38,7 @@ jobs:
   - template: /.azuredevops/variables-global.yml
   - name: HIP_ROCCLR_HOME
     value: $(Build.BinariesDirectory)/rocm
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -75,6 +75,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
 - job: hipRAND_testing
   dependsOn: hipRAND
@@ -109,3 +116,8 @@ jobs:
     parameters:
       componentName: hipRAND
       testDir: '$(Agent.BuildDirectory)/rocm/bin/hipRAND'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipSOLVER.yml

@@ -15,6 +15,7 @@ parameters:
     - git
     - googletest
     - libgtest-dev
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -49,8 +50,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -96,6 +96,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraCopyDirectories:
+        - deps-install
 
 - job: hipSOLVER_testing
   dependsOn: hipSOLVER
@@ -132,3 +139,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './hipsolver-test'
       testParameters: '--gtest_filter="*checkin*" --gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipSPARSE.yml

@@ -16,6 +16,7 @@ parameters:
     - git
     - gfortran
     - libgtest-dev
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -44,8 +45,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -91,6 +91,12 @@ jobs:
     parameters:
       artifactName: testMatrices
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipSPARSE_testing
   dependsOn: hipSPARSE
@@ -127,3 +133,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './hipsparse-test'
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipSPARSELt.yml

@@ -119,6 +119,21 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraCopyDirectories:
+        - deps
+      extraPaths: /home/user/workspace/rocm/llvm/bin:/home/user/workspace/rocm/bin
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
+        - TENSILE_ROCM_ASSEMBLER_PATH:::/home/user/workspace/rocm/llvm/bin/clang
+        - CMAKE_CXX_COMPILER:::/home/user/workspace/rocm/llvm/bin/hipcc
+        - TENSILE_ROCM_OFFLOAD_BUNDLER_PATH:::/home/user/workspace/rocm/llvm/bin/clang-offload-bundler
+      installLatestCMake: true
 
 - job: hipSPARSELt_testing
   dependsOn: hipSPARSELt
@@ -154,3 +169,9 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './hipsparselt-test'
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes --gtest_filter=*pre_checkin*'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipTensor.yml

@@ -71,6 +71,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipTensor_testing
   timeoutInMinutes: 90
@@ -107,3 +112,8 @@ jobs:
       componentName: hipTensor
       testDir: '$(Agent.BuildDirectory)/rocm/bin/hiptensor'
       testParameters: '-E ".*-extended" -VV --output-on-failure --force-new-ctest-process --output-junit test_output.xml'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/hipfort.yml

@@ -87,6 +87,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      installLatestCMake: true
 
 - job: hipfort_testing
   dependsOn: hipfort
@@ -134,3 +140,9 @@ jobs:
       targetType: inline
       script: PATH=$(Agent.BuildDirectory)/rocm/bin:$PATH make run_all
       workingDirectory: $(Build.SourcesDirectory)/test
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true

.azuredevops/components/llvm-project.yml

@@ -139,3 +139,11 @@ jobs:
       cmakeBuildDir: 'amd/hipcc/build'
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: combined
+      extraEnvVars:
+        - HIP_DEVICE_LIB_PATH:::/home/user/workspace/bin/amdgcn/bitcode
+        - HIP_PATH:::/home/user/workspace/rocm

.azuredevops/components/rccl.yml

@@ -21,17 +21,18 @@ parameters:
 - name: rocmDependencies
   type: object
   default:
-    - rocm-cmake
-    - llvm-project
-    - ROCR-Runtime
-    - clr
-    - rocminfo
-    - rocm_smi_lib
-    - rocprofiler-register
-    - rocm-core
-    - HIPIFY
     - aomp
     - aomp-extras
+    - clr
+    - HIPIFY
+    - llvm-project
+    - rocm-cmake
+    - rocm-core
+    - rocm_smi_lib
+    - rocminfo
+    - rocprofiler-register
+    - ROCR-Runtime
+    - roctracer
 - name: rocmTestDependencies
   type: object
   default:
@@ -46,6 +47,7 @@ parameters:
     - rocminfo
     - rocprofiler-register
     - ROCR-Runtime
+    - roctracer
 
 jobs:
 - job: rccl
@@ -95,6 +97,14 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
+      installLatestCMake: true
 
 - job: rccl_testing
   timeoutInMinutes: 120
@@ -132,3 +142,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './rccl-UnitTests'
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rdc.yml

@@ -112,6 +112,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rdc_testing
   dependsOn: rdc
@@ -162,3 +167,9 @@ jobs:
         --batch_mode
         --start_rdcd
         --unauth_comm
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraPaths: /home/user/workspace/rocm/bin

.azuredevops/components/rocAL.yml

@@ -66,8 +66,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -155,6 +154,15 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      registerJPEGPackages: true
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraCopyDirectories:
+        - /opt/libjpeg-turbo
 
 - job: rocAL_testing
   dependsOn: rocAL
@@ -228,3 +236,13 @@ jobs:
       script: |
         sudo rm /etc/ld.so.conf.d/libjpeg-turbo.conf
         sudo ldconfig -v
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      registerJPEGPackages: true
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraCopyDirectories:
+        - /opt/libjpeg-turbo
+# docker image will be missing the ldconfig to libjpeg-turbo

.azuredevops/components/rocALUTION.yml

@@ -15,6 +15,7 @@ parameters:
     - git
     - mpich
     - ninja-build
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -52,8 +53,7 @@ jobs:
   - template: /.azuredevops/variables-global.yml
   - name: HIP_ROCCLR_HOME
     value: $(Build.BinariesDirectory)/rocm
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -91,6 +91,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
 - job: rocALUTION_testing
   dependsOn: rocALUTION
@@ -127,3 +134,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './rocalution-test'
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocBLAS.yml

@@ -94,11 +94,11 @@ jobs:
     parameters:
       extraBuildFlags: >-
         -DCMAKE_TOOLCHAIN_FILE=toolchain-linux.cmake
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm/llvm;$(Agent.BuildDirectory)/rocm;$(Pipeline.Workspace)/deps-install
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm/llvm;$(Agent.BuildDirectory)/rocm
         -DCMAKE_BUILD_TYPE=Release
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/bin/hipcc
         -DCMAKE_C_COMPILER=$(Agent.BuildDirectory)/rocm/bin/hipcc
-        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+        -DGPU_TARGETS=$(JOB_GPU_TARGET)
         -DTensile_CODE_OBJECT_VERSION=default
         -DTensile_LOGIC=asm_full
         -DTensile_SEPARATE_ARCHITECTURES=ON
@@ -115,6 +115,18 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      installAOCL: true
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
+        - TENSILE_ROCM_ASSEMBLER_PATH:::/home/user/workspace/rocm/llvm/bin/clang
+        - CMAKE_CXX_COMPILER:::/home/user/workspace/rocm/bin/hipcc
+        - TENSILE_ROCM_OFFLOAD_BUNDLER_PATH:::/home/user/workspace/rocm/llvm/bin/clang-offload-bundler
 
 - job: rocBLAS_testing
   dependsOn: rocBLAS
@@ -152,3 +164,9 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './rocblas-test'
       testParameters: '--yaml rocblas_smoke.yaml --gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocDecode.yml

@@ -20,6 +20,7 @@ parameters:
     - libva-amdgpu-dev
     - mesa-amdgpu-va-drivers
     - libdrm-dev
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -44,26 +45,14 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
-  # Since mesa-amdgpu-multimedia-devel is not directly available from apt, register it
-  - task: Bash@3
-    displayName: 'Register ROCm packages'
-    inputs:
-      targetType: inline
-      script: |
-        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
-        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/${{ variables.KEYRING_VERSION }}/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/${{ variables.KEYRING_VERSION }} jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
-        echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
-        sudo apt update
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -72,7 +61,6 @@ jobs:
     parameters:
       checkoutRef: ${{ parameters.checkoutRef }}
       dependencyList: ${{ parameters.rocmDependencies }}
-      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       extraBuildFlags: >-
@@ -82,6 +70,11 @@ jobs:
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: true
 
 - job: rocDecode_testing
   dependsOn: rocDecode
@@ -100,21 +93,10 @@ jobs:
         JOB_GPU_TARGET: gfx942
         JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
   steps:
-  # Since mesa-amdgpu-multimedia-devel is not directly available from apt, register it
-  - task: Bash@3
-    displayName: 'Register ROCm packages'
-    inputs:
-      targetType: inline
-      script: |
-        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
-        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/${{ variables.KEYRING_VERSION }}/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/${{ variables.KEYRING_VERSION }} jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
-        echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
-        sudo apt update
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
@@ -138,3 +120,9 @@ jobs:
       testDir: 'rocDecode-tests'
   - script: sudo rm /opt/rocm
     condition: always()
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: true
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocFFT.yml

@@ -88,6 +88,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
 - job: rocFFT_testing
   dependsOn: rocFFT
@@ -124,3 +131,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './rocfft-test'
       testParameters: '--test_prob 0.004 --gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocJPEG.yml

@@ -15,6 +15,7 @@ parameters:
     - mesa-amdgpu-va-drivers
     - ninja-build
     - pkg-config
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -39,26 +40,18 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
+  strategy:
+    matrix:
+      gfx942:
+        JOB_GPU_TARGET: gfx942
   steps:
-  # Since mesa-amdgpu-multimedia-devel is not directly available from apt, register it
-  - task: Bash@3
-    displayName: 'Register ROCm packages'
-    inputs:
-      targetType: inline
-      script: |
-        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
-        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/${{ variables.KEYRING_VERSION }}/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/${{ variables.KEYRING_VERSION }} jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
-        echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
-        sudo apt update
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -74,9 +67,16 @@ jobs:
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DCMAKE_BUILD_TYPE=Release
+        -DGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      registerROCmPackages: true
 
 - job: rocJPEG_testing
   dependsOn: rocJPEG
@@ -95,21 +95,10 @@ jobs:
         JOB_GPU_TARGET: gfx942
         JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
   steps:
-  # Since mesa-amdgpu-multimedia-devel is not directly available from apt, register it
-  - task: Bash@3
-    displayName: 'Register ROCm packages'
-    inputs:
-      targetType: inline
-      script: |
-        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
-        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/${{ variables.KEYRING_VERSION }}/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/${{ variables.KEYRING_VERSION }} jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
-        echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
-        sudo apt update
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
@@ -133,3 +122,10 @@ jobs:
       testDir: 'rocJPEG-tests'
   - script: sudo rm /opt/rocm
     condition: always()
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      registerROCmPackages: true
+      optSymLink: true

.azuredevops/components/rocMLIR.yml

@@ -60,6 +60,11 @@ jobs:
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
 
 # compiling and running test on the test system together
 - job: rocMLIR_testing
@@ -116,3 +121,9 @@ jobs:
       testDir: $(Build.SourcesDirectory)/build
       testExecutable: ninja
       testParameters: check-rocmlir
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocPRIM.yml

@@ -70,6 +70,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocPRIM_testing
   dependsOn: rocPRIM
@@ -104,3 +109,8 @@ jobs:
     parameters:
       componentName: rocPRIM
       testDir: '$(Agent.BuildDirectory)/rocm/bin/rocprim'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocPyDecode.yml

@@ -41,8 +41,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -89,7 +88,7 @@ jobs:
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(PYTHON_USER_SITE)/pybind11;$(PYTHON_DIST_PACKAGES)/pybind11;$(PYBIND11_PATH)
         -DCMAKE_BUILD_TYPE=Release
-        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+        -DGPU_TARGETS=$(JOB_GPU_TARGET)
         -DCMAKE_INSTALL_PREFIX_PYTHON=$(Build.BinariesDirectory)
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
@@ -119,6 +118,23 @@ jobs:
     retryCountOnTaskFailure: 3
     inputs:
       targetPath: $(Build.ArtifactStagingDirectory)
+  - task: Bash@3
+    displayName: Save pipeline artifact file names
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: |
+        whlFile=$(find "$(Build.ArtifactStagingDirectory)" -type f -name "*.whl" | head -n 1)
+        if [ -n "$whlFile" ]; then
+          echo $(basename "$whlFile") >> pipelineArtifacts.txt
+        fi
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true
 
 - job: rocPyDecode_testing
   dependsOn: rocPyDecode
@@ -198,7 +214,7 @@ jobs:
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(PYTHON_USER_SITE)/pybind11;$(PYTHON_DIST_PACKAGES)/pybind11;$(PYBIND11_PATH)
         -DCMAKE_BUILD_TYPE=Release
-        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+        -DGPU_TARGETS=$(JOB_GPU_TARGET)
         ..
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
@@ -214,3 +230,11 @@ jobs:
       script: |
         pip uninstall -y rocPyDecode
         pip uninstall -y hip-python
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      pythonEnvVars: true
+  # note that this docker won't have hip-python installed via pip

.azuredevops/components/rocRAND.yml

@@ -9,10 +9,11 @@ parameters:
   type: object
   default:
     - cmake
-    - ninja-build
+    - git
     - googletest
     - libgtest-dev
-    - git
+    - ninja-build
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -37,8 +38,7 @@ jobs:
   - template: /.azuredevops/variables-global.yml
   - name: HIP_ROCCLR_HOME
     value: $(Build.BinariesDirectory)/rocm
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -72,6 +72,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
 - job: rocRAND_testing
   dependsOn: rocRAND
@@ -106,3 +113,8 @@ jobs:
     parameters:
       componentName: rocRAND
       testDir: '$(Agent.BuildDirectory)/rocm/bin/rocRAND'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocSOLVER.yml

@@ -106,6 +106,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraCopyDirectories:
+        - deps-install
 
 - job: rocSOLVER_testing
   dependsOn: rocSOLVER
@@ -142,3 +149,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './rocsolver-test'
       testParameters: '--gtest_filter="*checkin*" --gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocSPARSE.yml

@@ -100,6 +100,13 @@ jobs:
     parameters:
       artifactName: testMatrices
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
 - job: rocSPARSE_testing
   timeoutInMinutes: 90
@@ -137,4 +144,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)/rocm/bin'
       testExecutable: './rocsparse-test'
       testParameters: '--gtest_filter="*quick*" --gtest_output=xml:./test_output.xml --gtest_color=yes'
-
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocThrust.yml

@@ -75,6 +75,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocThrust_testing
   dependsOn: rocThrust
@@ -109,3 +114,8 @@ jobs:
     parameters:
       componentName: rocThrust
       testDir: '$(Agent.BuildDirectory)/rocm/bin/rocthrust'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocWMMA.yml

@@ -88,6 +88,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocWMMA_testing
   timeoutInMinutes: 90
@@ -123,3 +128,8 @@ jobs:
     parameters:
       componentName: rocWMMA
       testDir: '$(Agent.BuildDirectory)/rocm/bin/rocwmma'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocm-cmake.yml

@@ -8,9 +8,11 @@ parameters:
 - name: aptPackages
   type: object
   default:
+    - cmake
     - doxygen
     - doxygen-doc
     - ninja-build
+    - python3-pip
     - python3-sphinx
 - name: pipModules
   type: object
@@ -23,8 +25,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -49,3 +50,10 @@ jobs:
       componentName: rocm-cmake
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: combined
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocm-core.yml

@@ -5,17 +5,24 @@ parameters:
 - name: checkoutRef
   type: string
   default: ''
+- name: aptPackages
+  type: object
+  default:
+    - cmake
+    - python3-pip
 
 jobs:
 - job: rocm_core
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -29,6 +36,10 @@ jobs:
         -DCPACK_GENERATOR=DEB
         -DCPACK_DEBIAN_PACKAGE_RELEASE="local.9999~99.99"
         -DCPACK_RPM_PACKAGE_RELEASE="local.9999"
-        -DROCM_VERSION="$(next-release)"
+        -DROCM_VERSION="$(NEXT_RELEASE_VERSION)"
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/rocm-examples.yml

@@ -111,6 +111,11 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocm_examples_testing
   dependsOn: rocm_examples
@@ -157,3 +162,8 @@ jobs:
     parameters:
       componentName: rocm-examples
       testDir: $(Build.SourcesDirectory)/build
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocm_bandwidth_test.yml

@@ -40,8 +40,7 @@ jobs:
     value: $(Agent.BuildDirectory)/rocm
   - name: ROCR_LIB_DIR
     value: $(Agent.BuildDirectory)/rocm
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -66,6 +65,14 @@ jobs:
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      extraEnvVars:
+        - ROCR_INC_DIR:::/home/user/workspace/rocm
+        - ROCR_LIB_DIR:::/home/user/workspace/rocm
 
 - job: rocm_bandwidth_test_testing
   dependsOn: rocm_bandwidth_test
@@ -101,3 +108,9 @@ jobs:
       testExecutable: './rocm/bin/rocm-bandwidth-test'
       testParameters: ''
       testPublishResults: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocm_smi_lib.yml

@@ -8,15 +8,16 @@ parameters:
 - name: aptPackages
   type: object
   default:
+    - cmake
     - libdrm-dev
+    - python3-pip
 
 jobs:
 - job: rocm_smi_lib
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -34,6 +35,11 @@ jobs:
         -DROCM_DEP_ROCMCORE=ON
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocm_smi_lib_testing
   dependsOn: rocm_smi_lib
@@ -61,3 +67,8 @@ jobs:
       testDir: '$(Agent.BuildDirectory)'
       testExecutable: './rocm/share/rocm_smi/rsmitst_tests/rsmitst'
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocminfo.yml

@@ -5,6 +5,13 @@ parameters:
 - name: checkoutRef
   type: string
   default: ''
+- name: aptPackages
+  type: object
+  default:
+    - cmake
+    - libdrm-amdgpu-dev
+    - libdrm-dev
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -21,11 +28,14 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -42,6 +52,10 @@ jobs:
         -DROCRTST_BLD_TYPE=release
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
 
 - job: rocminfo_testing
   dependsOn: rocminfo
@@ -58,6 +72,9 @@ jobs:
         JOB_GPU_TARGET: gfx942
         JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
   steps:
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
@@ -82,3 +99,8 @@ jobs:
       testExecutable: './rocm/bin/rocm_agent_enumerator'
       testParameters: ''
       testPublishResults: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocprofiler-compute.yml

@@ -52,8 +52,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -82,6 +81,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocprofiler_compute_testing
   timeoutInMinutes: 120
@@ -163,3 +168,9 @@ jobs:
     inputs:
       targetType: inline
       script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/llvm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocprofiler-register.yml

@@ -5,17 +5,24 @@ parameters:
 - name: checkoutRef
   type: string
   default: ''
+- name: aptPackages
+  type: object
+  default:
+    - cmake
+    - python3-pip
 
 jobs:
 - job: rocprofiler_register
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -36,3 +43,8 @@ jobs:
       testDir: 'tests/build'
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: combined

.azuredevops/components/rocprofiler-sdk.yml

@@ -37,6 +37,8 @@ parameters:
     - clr
     - llvm-project
     - rccl
+    - rocDecode
+    - rocJPEG
     - rocm-cmake
     - rocm-core
     - rocminfo
@@ -48,8 +50,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -61,7 +62,7 @@ jobs:
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
-      registerRadeon: true
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -72,6 +73,13 @@ jobs:
       checkoutRef: ${{ parameters.checkoutRef }}
       dependencyList: ${{ parameters.rocmDependencies }}
       gpuTarget: $(JOB_GPU_TARGET)
+  - task: Bash@3
+    displayName: Add Python site-packages binaries to path
+    inputs:
+      targetType: inline
+      script: |
+        USER_BASE=$(python3 -m site --user-base)
+        echo "##vso[task.prependpath]$USER_BASE/bin"
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       extraBuildFlags: >-
@@ -87,6 +95,13 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      registerROCmPackages: true
 
 - job: rocprofiler_sdk_testing
   dependsOn: rocprofiler_sdk
@@ -107,7 +122,7 @@ jobs:
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
-      registerRadeon: true
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -118,6 +133,13 @@ jobs:
       checkoutRef: ${{ parameters.checkoutRef }}
       dependencyList: ${{ parameters.rocmDependencies }}
       gpuTarget: $(JOB_GPU_TARGET)
+  - task: Bash@3
+    displayName: Add Python site-packages binaries to path
+    inputs:
+      targetType: inline
+      script: |
+        USER_BASE=$(python3 -m site --user-base)
+        echo "##vso[task.prependpath]$USER_BASE/bin"
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       extraBuildFlags: >-
@@ -130,9 +152,10 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocprofiler-sdk
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
-    parameters:
-      gpuTarget: $(JOB_GPU_TARGET)
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
     parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
       gpuTarget: $(JOB_GPU_TARGET)
+      registerROCmPackages: true

.azuredevops/components/rocprofiler-systems.yml

@@ -17,7 +17,12 @@ parameters:
     - clang
     - cmake
     - environment-modules
+    - ffmpeg
     - g++-12
+    - libavcodec-dev
+    - libavformat-dev
+    - libavutil-dev
+    - libdrm-amdgpu-dev
     - libdrm-dev
     - libfabric-dev
     - libiberty-dev
@@ -27,8 +32,9 @@ parameters:
     - libopenmpi-dev
     - m4
     - openmpi-bin
-    - software-properties-common
+    - pkg-config
     - python3-pip
+    - software-properties-common
     - texinfo
     - zlib1g-dev
 - name: pipModules
@@ -40,17 +46,17 @@ parameters:
 - name: rocmDependencies
   type: object
   default:
+    - amdsmi
     - aomp
     - clr
     - llvm-project
     - rccl
+    - rocDecode
+    - rocJPEG
     - rocm-core
-    - rocm_smi_lib
     - rocminfo
     - ROCR-Runtime
-    - rocprofiler
     - rocprofiler-register
-    - roctracer
     - rocprofiler-sdk
 
 jobs:
@@ -70,6 +76,7 @@ jobs:
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
+      registerROCmPackages: true
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -113,7 +120,91 @@ jobs:
         -DDYNINST_BUILD_BOOST=ON
         -DROCPROFSYS_USE_PAPI=ON
         -DROCPROFSYS_USE_MPI=ON
-        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+        -DGPU_TARGETS=$(JOB_GPU_TARGET)
+      multithreadFlag: -- -j32
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      registerROCmPackages: true
+      optSymLink: true
+      extraPaths: /home/user/workspace/rocm/bin:/home/user/workspace/rocm/llvm/bin
+
+- job: rocprofiler_systems_testing
+  dependsOn: rocprofiler_systems
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
+  timeoutInMinutes: 180
+  variables:
+  - group: common
+  - template: /.azuredevops/variables-global.yml
+  pool:
+    name: $(JOB_TEST_POOL)
+    demands: firstRenderDeviceAccess
+  workspace:
+    clean: all
+  strategy:
+    matrix:
+      gfx942:
+        JOB_GPU_TARGET: gfx942
+        JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
+  steps:
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      registerROCmPackages: true
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
+    parameters:
+      checkoutRepo: ${{ parameters.checkoutRepo }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+    parameters:
+      checkoutRef: ${{ parameters.checkoutRef }}
+      dependencyList: ${{ parameters.rocmDependencies }}
+      gpuTarget: $(JOB_GPU_TARGET)
+  - task: Bash@3
+    displayName: ROCm symbolic link
+    inputs:
+      targetType: inline
+      script: |
+        sudo rm -rf /opt/rocm
+        sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+  - task: Bash@3
+    displayName: Add ROCm binaries to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/bin"
+  - task: Bash@3
+    displayName: Add ROCm compilers to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/llvm/bin"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+    parameters:
+# build flags reference: https://rocm.docs.amd.com/projects/omnitrace/en/latest/install/install.html
+      extraBuildFlags: >-
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DROCM_PATH=$(Agent.BuildDirectory)/rocm
+        -DROCPROFSYS_BUILD_TESTING=ON
+        -DROCPROFSYS_BUILD_DYNINST=ON
+        -DROCPROFSYS_BUILD_LIBUNWIND=ON
+        -DROCPROFSYS_DISABLE_EXAMPLES="openmp-target"
+        -DDYNINST_BUILD_TBB=ON
+        -DDYNINST_BUILD_ELFUTILS=ON
+        -DDYNINST_BUILD_LIBIBERTY=ON
+        -DDYNINST_BUILD_BOOST=ON
+        -DROCPROFSYS_USE_PAPI=ON
+        -DROCPROFSYS_USE_MPI=ON
+        -DGPU_TARGETS=$(JOB_GPU_TARGET)
       multithreadFlag: -- -j32
   - task: Bash@3
     displayName: Set up rocprofiler-systems env
@@ -142,3 +233,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      registerROCmPackages: true
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true
+      extraPaths: /home/user/workspace/rocm/bin:/home/user/workspace/rocm/llvm/bin

.azuredevops/components/rocprofiler.yml

@@ -88,6 +88,15 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      extraEnvVars:
+        - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
+        - ROCM_PATH:::/home/user/workspace/rocm
 
 - job: rocprofiler_testing
   dependsOn: rocprofiler
@@ -138,3 +147,10 @@ jobs:
       testExecutable: LD_LIBRARY_PATH="$(Agent.BuildDirectory)/rocm/lib/rocprofiler:$(Agent.BuildDirectory)/rocm/share/rocprofiler/tests" share/rocprofiler/tests/runUnitTests
       testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
       testDir: $(Agent.BuildDirectory)/rocm
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)
+      optSymLink: true

.azuredevops/components/rocr_debug_agent.yml

@@ -14,6 +14,7 @@ parameters:
     - libdw-dev
     - libstdc++-12-dev
     - python-is-python3
+    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -39,8 +40,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   steps:
@@ -65,6 +65,11 @@ jobs:
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocr_debug_agent_testing
   dependsOn: rocr_debug_agent
@@ -107,3 +112,8 @@ jobs:
     parameters:
       componentName: rocr_debug_agent
       testDir: '$(Agent.BuildDirectory)/rocm/src/rocm-debug-agent-test'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/roctracer.yml

@@ -9,9 +9,10 @@ parameters:
   type: object
   default:
     - cmake
-    - ninja-build
     - doxygen
     - graphviz
+    - ninja-build
+    - python3-pip
 - name: pipModules
   type: object
   default:
@@ -41,8 +42,7 @@ jobs:
   - template: /.azuredevops/variables-global.yml
   - name: HIP_ROCCLR_HOME
     value: $(Build.BinariesDirectory)/rocm
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -79,6 +79,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: roctracer_testing
   dependsOn: roctracer
@@ -116,3 +122,9 @@ jobs:
       testParameters: ''
       testDir: $(Agent.BuildDirectory)
       testPublishResults: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rpp.yml

@@ -15,6 +15,7 @@ parameters:
     - libsndfile1-dev
     - libstdc++-12-dev
     - ninja-build
+    - python3-pip
 - name: pipModules
   type: object
   default:
@@ -48,8 +49,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  pool: ${{ variables.LOW_BUILD_POOL }}
   workspace:
     clean: all
   strategy:
@@ -86,6 +86,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rpp_testing
   dependsOn: rpp
@@ -126,7 +132,7 @@ jobs:
       script: |
         sudo apt-get install nasm
         sudo apt-get install wget
-        git clone -b 3.0.2 https://github.com/libjpeg-turbo/libjpeg-turbo.git 
+        git clone -b 3.0.2 https://github.com/libjpeg-turbo/libjpeg-turbo.git
         cd libjpeg-turbo
         mkdir build
         cd build
@@ -169,3 +175,9 @@ jobs:
       testDir: 'rpp-tests'
   - script: sudo rm /opt/rocm
     condition: always()
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+      environment: test
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/dependencies/half560.yml

@@ -19,7 +19,7 @@ jobs:
   pool:
     vmImage: ${{ variables.BASE_BUILD_POOL }}
   container:
-    image: ${{ variables.DOCKER_IMAGE_NAME }}:${{ variables.LATEST_DOCKER_VERSION }}
+    image: rocm/dev-ubuntu-22.04:${{ variables.LATEST_RELEASE_VERSION }}
   workspace:
     clean: all
   steps:

.azuredevops/nightly/pytorch.yml

@@ -177,8 +177,6 @@ jobs:
     value: 6.3.0
   - name: MKLROOT
     value: /opt/intel
-  - name: AOTRITON_INSTALLED_PREFIX
-    value: /opt/rocm/aotriton
   - name: DESIRED_PYTHON
     value: 3.10
   - name: PYTORCH_ROOT
@@ -275,12 +273,6 @@ jobs:
       script: |
         sudo PYTORCH_ROCM_ARCH=$(JOB_GPU_TARGET) MKLROOT=$(MKLROOT) bash pytorch/.ci/docker/common/install_rocm_magma.sh
       workingDirectory: $(Build.SourcesDirectory)
-  - task: Bash@3
-    displayName: Install AOTriton Shared Library
-    inputs:
-      targetType: inline
-      script: sudo bash ./common/install_aotriton.sh /opt/rocm
-      workingDirectory: $(Build.SourcesDirectory)/pytorch/.ci/docker
   - task: Bash@3
     displayName: Run ROCm Build Script
     inputs:
@@ -293,7 +285,6 @@ jobs:
         DESIRED_PYTHON=$(DESIRED_PYTHON)
         PYTORCH_ROOT=$(PYTORCH_ROOT)
         CMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-        AOTRITON_INSTALLED_PREFIX=$(AOTRITON_INSTALLED_PREFIX)
         DESIRED_DEVTOOLSET=$(DESIRED_DEVTOOLSET)
         TORCH_PACKAGE_NAME=torch.$(ROCM_BRANCH).$(JOB_GPU_TARGET)
         PYTORCH_BUILD_VERSION=$(cat $(Build.SourcesDirectory)/pytorch/version.txt | cut -da -f1)
@@ -353,11 +344,25 @@ jobs:
         sourceDir: $(Build.SourcesDirectory)/vision/dist
         contentsString: '*.whl'
         clean: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - task: PublishPipelineArtifact@1
     displayName: 'wheel file Publish'
     retryCountOnTaskFailure: 3
     inputs:
       targetPath: $(Build.BinariesDirectory)
+  - task: Bash@3
+    displayName: Save pipeline artifact file name
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: |
+        whlFile=$(find "$(Build.BinariesDirectory)" -type f -name "*.whl" | head -n 1)
+        if [ -n "$whlFile" ]; then
+          echo $(basename "$whlFile") >> pipelineArtifacts.txt
+        fi
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
 
 - job: pytorch_testing
   dependsOn: pytorch
@@ -390,6 +395,12 @@ jobs:
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
+# pytorch tests require an updated version of click, even if requirements is not called outright
+  - task: Bash@3
+    displayName: 'pip update click'
+    inputs:
+      targetType: inline
+      script: pip install --upgrade click
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - task: DownloadPipelineArtifact@2
     displayName: 'Download Pipeline Wheel Files'
@@ -463,7 +474,7 @@ jobs:
         python3 -c 'import torch; x = torch.rand(5, 3); print(x)'
 # Test artifact build script has too many if statements for different environments
 # Based off the snippet of interest for this environment, with some adjustments
-# https://github.com/pytorch/pytorch/blob/main/.ci/pytorch/build.sh#L335-L375
+# https://github.com/pytorch/pytorch/blob/main/.ci/pytorch/build.sh#L330-L371
 # Removing in-line comments since it does not fit with the yaml markup
   - task: Bash@3
     displayName: Build Pytorch Test Artifacts

.azuredevops/nightly/rocm-nightly.yml

@@ -130,3 +130,10 @@ jobs:
     retryCountOnTaskFailure: 3
     inputs:
       targetPath: '$(Build.ArtifactStagingDirectory)'
+  - task: Bash@3
+    displayName: Save pipeline artifact file name
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: echo "$(Build.DefinitionName)_$(Build.BuildNumber)_ubuntu2204_$(JOB_GPU_TARGET).tar.gz" >> pipelineArtifacts.txt
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml

.azuredevops/templates/steps/artifact-links.yml

@@ -0,0 +1,32 @@
+# Every publish artifact call should be coupled with a script that
+# prints out the artifact name to a common text file
+# This template parses that text file line by line and prints out the download URL
+# for each artifact, so that they are easily accessible to the public
+# replace trailing '=' with their count in the encoded string
+steps:
+- task: Bash@3
+  displayName: "!! Download Links !!"
+  condition: always()
+  continueOnError: true
+  inputs:
+    workingDirectory: $(Pipeline.Workspace)
+    targetType: inline
+    script: |
+      URL_BEGIN="https://artprodcus3.artifacts.visualstudio.com/"
+      URL_MIDDLE="/_apis/artifact/"
+      URL_END="/content?format=file&subPath=%2F"
+      FORMATTED_JOB_NAME=$(echo $(Agent.JobName) | sed 's/ /./g; s/[-_]//g')
+      ARTIFACT_STRING="pipelineartifact://ROCm-CI/projectId/$(DOWNLOAD_PROJECT_ID)/buildId/$(Build.BuildId)/artifactName/${FORMATTED_JOB_NAME}"
+      ENCODED_STRING=$(echo -n "${ARTIFACT_STRING}" | base64 -w 0)
+      PADDING_COUNT=$(echo -n "${ENCODED_STRING}" | awk -F= '{print NF-1}')
+      if [ "$PADDING_COUNT" -gt 0 ]; then
+        FINAL_ENCODED_STRING=$(echo -n "${ENCODED_STRING}" | sed "s/=*$/${PADDING_COUNT}/")
+      else
+        FINAL_ENCODED_STRING="${ENCODED_STRING}0"
+      fi
+      while IFS= read -r fileName; do
+        echo "File Name:"
+        echo "$fileName"
+        printf "Download Link:\n%s%s/%s%s%s%s%s\n\n" "${URL_BEGIN}" "${DOWNLOAD_ORGANIZATION_ID}" "${DOWNLOAD_PROJECT_ID}" "${URL_MIDDLE}" "${FINAL_ENCODED_STRING}" "${URL_END}" "${fileName}"
+      done < pipelineArtifacts.txt
+      rm pipelineArtifacts.txt

.azuredevops/templates/steps/artifact-upload.yml

@@ -27,6 +27,12 @@ steps:
     SourceFolder: '$(Build.BinariesDirectory)'
     Contents: '/**/*'
     RemoveDotFiles: true
+- task: Bash@3
+  displayName: Save pipeline artifact file name
+  inputs:
+    workingDirectory: $(Pipeline.Workspace)
+    targetType: inline
+    script: echo "$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.artifactName }}_${{ parameters.gpuTarget }}.tar.gz" >> pipelineArtifacts.txt
 # then publish it
 - ${{ if parameters.publish }}:
   - task: PublishPipelineArtifact@1

.azuredevops/templates/steps/dependencies-aqlprofile.yml

@@ -4,13 +4,13 @@ steps:
   inputs:
     targetType: inline
     script: |
-      export packageName=$(curl -s https://repo.radeon.com/rocm/apt/latest/pool/main/h/hsa-amd-aqlprofile/ | grep -oP "href=\"\K[^\"]*$(lsb_release -rs)[^\"]*\.deb")
+      export packageName=$(curl -s https://repo.radeon.com/rocm/apt/$(REPO_RADEON_VERSION)/pool/main/h/hsa-amd-aqlprofile/ | grep -oP "href=\"\K[^\"]*$(lsb_release -rs)[^\"]*\.deb")
       echo "##vso[task.setvariable variable=packageName;isreadonly=true]$packageName"
 - task: Bash@3
   displayName: 'Download aqlprofile'
   inputs:
     targetType: inline
-    script: wget -nv https://repo.radeon.com/rocm/apt/latest/pool/main/h/hsa-amd-aqlprofile/$(packageName)
+    script: wget -nv https://repo.radeon.com/rocm/apt/$(REPO_RADEON_VERSION)/pool/main/h/hsa-amd-aqlprofile/$(packageName)
     workingDirectory: '$(Pipeline.Workspace)'
 - task: Bash@3
   displayName: 'Extract aqlprofile'

.azuredevops/templates/steps/dependencies-other.yml

@@ -6,21 +6,21 @@ parameters:
 - name: pipModules
   type: object
   default: []
-- name: registerRadeon
+- name: registerROCmPackages
   type: boolean
   default: false
 
 steps:
-- ${{ if eq(parameters.registerRadeon, true) }}:
+- ${{ if eq(parameters.registerROCmPackages, true) }}:
   - task: Bash@3
-    displayName: 'Register repo.radeon packages'
+    displayName: 'Register AMDGPU & ROCm repos'
     inputs:
       targetType: inline
       script: |
         sudo mkdir --parents --mode=0755 /etc/apt/keyrings
         wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/latest/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/latest jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
+        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/$(REPO_RADEON_VERSION)/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
+        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/$(REPO_RADEON_VERSION) jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
         echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
         sudo apt update
 # firefox takes time to upgrade and is not needed for CI workloads, hold version

.azuredevops/templates/steps/dependencies-rocm.yml

@@ -16,7 +16,6 @@ parameters:
 - name: gpuTarget
   type: string
   default: ''
-
 # set to true if you're calling this template file multiple files in same pipeline
 # only leave last call false to optimize sequence
 - name: skipLibraryLinking

.azuredevops/templates/steps/docker-container.yml

@@ -0,0 +1,348 @@
+parameters:
+# this base set of packages should not be changed by calling script
+# should be common across all pipelines
+- name: baseAptPackages
+  type: object
+  default:
+    - build-essential
+    - ca-certificates
+    - curl
+    - file
+    - git
+    - gcc
+    - g++
+    - gpg
+    - kmod
+    - libdrm-dev
+    - libelf-dev
+    - libgtest-dev
+    - libhsakmt-dev
+    - libhwloc-dev
+    - libnuma-dev
+    - libstdc++-12-dev
+    - libtbb-dev
+    - lsb-release
+    - lsof
+    - ninja-build
+    - pkg-config
+    - python3-dev
+    - python3-pip
+    - wget
+    - zip
+# optional array of additional apt packages to install
+- name: aptPackages
+  type: object
+  default: []
+# optional array of python modules to install
+- name: pipModules
+  type: object
+  default: []
+# optional array of workspace directories to install
+# sources, binaries, and rocm directories are copied by default
+- name: extraCopyDirectories
+  type: object
+  default: []
+# optional string to specify gpuTarget for the docker image string
+- name: gpuTarget
+  type: string
+  default: ''
+# test environment involves gpu-related steps
+# some jobs combine both build and test
+# some jobs differentiate based on gpu vendor
+- name: environment
+  type: string
+  default: build
+  values:
+    - build
+    - test
+    - combined
+    - amd
+    - nvidia
+# optional boolean prerequisites before install extra apt packages
+- name: registerROCmPackages
+  type: boolean
+  default: false
+- name: registerCUDAPackages
+  type: boolean
+  default: false
+- name: registerJPEGPackages
+  type: boolean
+  default: false
+# optional boolean for special setup steps to accomodate some components
+- name: installLatestCMake
+  type: boolean
+  default: false
+- name: installAOCL
+  type: boolean
+  default: false
+- name: aoclRepositoryUrl
+  type: string
+  default: https://download.amd.com/developer/eula/aocl/aocl-4-2
+- name: aoclPackageName
+  type: string
+  default: aocl-linux-gcc-4.2.0_1_amd64.deb
+- name: optSymLink
+  type: boolean
+  default: false
+- name: pythonEnvVars
+  type: boolean
+  default: false
+# optional string to add to PATH
+- name: extraPaths
+  type: string
+  default: ''
+# optional array of environment variables to set
+# each array element expected to be in format of
+# key:value
+- name: extraEnvVars
+  type: object
+  default: []
+# force the docker to be created, regardless of failure condition
+- name: forceDockerCreation
+  type: boolean
+  default: false
+
+steps:
+# these steps should only be run if there was a failure or warning
+# dynamically write to a Dockerfile
+# first is to do base setup of users, groups
+  - task: Bash@3
+    condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+    displayName: Create start of Dockerfile
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: |
+        echo "FROM ubuntu:22.04" > Dockerfile
+        echo "ARG USERNAME=user" >> Dockerfile
+        echo "ARG USER_UID=1000" >> Dockerfile
+        echo "ARG USER_GID=\$USER_UID" >> Dockerfile
+        echo "RUN groupadd --gid \$USER_GID \$USERNAME" >> Dockerfile
+        echo "RUN useradd --uid \$USER_UID --gid \$USER_GID -m \$USERNAME" >> Dockerfile
+        echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes update" >> Dockerfile
+        echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes install sudo" >> Dockerfile
+        echo "RUN echo \$USERNAME ALL=\(root\) NOPASSWD:ALL > /etc/sudoers.d/\$USERNAME" >> Dockerfile
+        echo "RUN chmod 0440 /etc/sudoers.d/\$USERNAME" >> Dockerfile
+# for test jobs, setup GPU-related users and group
+  - ${{ if eq(parameters.environment, 'test') }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: GPU setup of Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          echo "RUN groupadd render" >> Dockerfile
+          echo "RUN usermod -aG render,video \$USERNAME" >> Dockerfile
+# now install a common set of packages through apt
+  - ${{ if gt(length(parameters.baseAptPackages), 0) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Base Apt Packages to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes install ${{ join(' ', parameters.baseAptPackages) }}" >> Dockerfile
+# iterate through possible apt repos that might need to be added to the docker container
+  - ${{ if eq(parameters.registerROCmPackages, true) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Register ROCm packages to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          echo "RUN mkdir --parents --mode=0755 /etc/apt/keyrings" >> Dockerfile
+          echo "RUN wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | tee /etc/apt/keyrings/rocm.gpg > /dev/null" >> Dockerfile
+          echo "RUN echo \"deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/$(REPO_RADEON_VERSION)/ubuntu jammy main\" | tee /etc/apt/sources.list.d/amdgpu.list" >> Dockerfile
+          echo "RUN echo \"deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/$(REPO_RADEON_VERSION) jammy main\" | tee --append /etc/apt/sources.list.d/rocm.list" >> Dockerfile
+          echo "RUN printf 'Package: *\\nPin: release o=repo.radeon.com\\nPin-Priority: 600' > /etc/apt/preferences.d/rocm-pin-600" >> Dockerfile
+          echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes update" >> Dockerfile
+  - ${{ if eq(parameters.registerCUDAPackages, true) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Register CUDA packages to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          echo "RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.1-1_all.deb" >> Dockerfile
+          echo "RUN dpkg -i cuda-keyring_1.1-1_all.deb" >> Dockerfile
+          echo "RUN rm -f cuda-keyring_1.1-1_all.deb" >> Dockerfile
+          echo 'RUN DEBIAN_FRONTEND=noninteractive apt-get --yes update' >> Dockerfile
+  - ${{ if eq(parameters.registerJPEGPackages, true) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Register libjpeg-turbo packages to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          echo "RUN mkdir --parents --mode=0755 /etc/apt/keyrings" >> Dockerfile
+          echo "RUN wget https://packagecloud.io/dcommander/libjpeg-turbo/gpgkey -O - | gpg --dearmor | tee /etc/apt/trusted.gpg.d/libjpeg-turbo.gpg > /dev/null" >> Dockerfile
+          echo "RUN echo \"deb [signed-by=/etc/apt/trusted.gpg.d/libjpeg-turbo.gpg] https://packagecloud.io/dcommander/libjpeg-turbo/any/ any main\" | sudo tee /etc/apt/sources.list.d/libjpeg-turbo.list" >> Dockerfile
+          echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes update" >> Dockerfile
+# install AOCL to docker container, if needed
+  - ${{ if eq(parameters.installAOCL, true) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: aocl install to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          echo "RUN wget -nv ${{ parameters.aoclRepositoryUrl }}/${{ parameters.aoclPackageName }}" >> Dockerfile
+          echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes install ./${{ parameters.aoclPackageName }}" >> Dockerfile
+          echo "RUN rm -f ${{ parameters.aoclPackageName }}" >> Dockerfile
+# since apt repo list is updated, install the extra apt packages
+  - ${{ if gt(length(parameters.aptPackages), 0) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Extra Apt Packages to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes install ${{ join(' ', parameters.aptPackages) }}" >> Dockerfile
+# install latest cmake to docker container, if needed
+  - ${{ if eq(parameters.installLatestCMake, true) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: latest cmake install to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+            echo "RUN DEBIAN_FRONTEND=noninteractive apt-get --yes purge cmake" >> Dockerfile
+            echo "RUN pip install cmake --upgrade" >> Dockerfile
+# setup workspace where binaries, sources, and dependencies from the job will be copied to
+  - task: Bash@3
+    condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+    displayName: Workspace setup of Dockerfile
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: |
+        echo "USER \$USERNAME" >> Dockerfile
+        echo "WORKDIR /home/user" >> Dockerfile
+        echo "RUN mkdir -p /home/user/workspace" >> Dockerfile
+# pip install is done here as non-root
+  - ${{ if gt(length(parameters.pipModules), 0) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Extra Python Modules to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: echo "RUN pip install -v ${{ join(' ', parameters.pipModules) }}" >> Dockerfile
+# copy common directories
+  - task: Bash@3
+    condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+    displayName: Copy base directories to Dockerfile
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: |
+        if [ -d "$(Agent.BuildDirectory)/rocm" ]; then
+          echo "COPY rocm /home/user/workspace/rocm" >> Dockerfile
+        fi
+        if [ -d "$(Build.SourcesDirectory)" ] && [ "$(Build.SourcesDirectory)" != "" ]; then
+          echo "COPY s /home/user/workspace/src" >> Dockerfile
+        fi
+        if [ -d "$(Build.BinariesDirectory)" ] && [ "$(Build.BinariesDirectory)" != "" ]; then
+          echo "COPY b /home/user/workspace/bin" >> Dockerfile
+        fi
+# copy extra directories, if applicable to the job
+  - ${{ each extraCopyDirectory in parameters.extraCopyDirectories }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Copy ${{ extraCopyDirectory }} to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          if [ -d "${{ extraCopyDirectory }}" ]; then
+            echo "COPY ${{ extraCopyDirectory }} /home/user/workspace/${{ extraCopyDirectory }}" >> Dockerfile
+          fi
+# setup ldconfig
+  - task: Bash@3
+    condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+    displayName: ldconfig to Dockerfile
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: |
+        echo "USER root" >> Dockerfile
+        echo "RUN echo /home/user/workspace/rocm/lib | tee /etc/ld.so.conf.d/rocm-ci.conf" >> Dockerfile
+        echo "RUN echo /home/user/workspace/rocm/llvm/lib | tee -a /etc/ld.so.conf.d/rocm-ci.conf" >> Dockerfile
+        echo "RUN cat /etc/ld.so.conf.d/rocm-ci.conf" >> Dockerfile
+        echo "RUN ldconfig -v" >> Dockerfile
+# create /opt/rocm symbolic link, if needed
+  - ${{ if eq(parameters.optSymLink, true) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: /opt/rocm symbolic link to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          echo "USER root" >> Dockerfile
+          echo "RUN ln -s /home/user/workspace/rocm /opt/rocm" >> Dockerfile
+# set environment variables needed for some python-based components
+  - ${{ if eq(parameters.pythonEnvVars, true) }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: python environment variables
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: |
+          echo "USER root" >> Dockerfile
+          echo "ENV PYTHON_USER_SITE=$(python3 -m site --user-site)" >> Dockerfile
+          echo "ENV PYTHON_DIST_PACKAGES=$(python3 -c 'import sysconfig; print(sysconfig.get_paths()[\"purelib\"])')" >> Dockerfile
+          echo "ENV PYBIND11_PATH=$(python3 -c 'import pybind11; print(pybind11.get_cmake_dir())')" >> Dockerfile
+# add to PATH environment variable
+  - ${{ if ne(parameters.extraPaths, '') }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Add to PATH in Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: echo "ENV PATH='${{ parameters.extraPaths }}:\$PATH'" >> Dockerfile
+# set extra environment variables, if applicable to the job
+# use ::: as delimiter to allow for colons to be in the environment variable values
+  - ${{ each extraEnvVar in parameters.extraEnvVars }}:
+    - task: Bash@3
+      condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+      displayName: Set ${{ extraEnvVar }} to Dockerfile
+      inputs:
+        workingDirectory: $(Pipeline.Workspace)
+        targetType: inline
+        script: echo "ENV ${{ split(extraEnvVar, ':::')[0] }}='${{ split(extraEnvVar, ':::')[1] }}'" >> Dockerfile
+  - task: Bash@3
+    condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+    displayName: Print Dockerfile
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      script: cat Dockerfile
+  - task: Docker@2
+    condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+    inputs:
+      containerRegistry: 'ContainerService'
+      ${{ if ne(parameters.gpuTarget, '') }}:
+        repository: '$(Build.DefinitionName)-${{ parameters.environment }}-${{ parameters.gpuTarget }}'
+      ${{ else }}:
+        repository: '$(Build.DefinitionName)-${{ parameters.environment }}'
+      Dockerfile: '$(Pipeline.Workspace)/Dockerfile'
+      buildContext: '$(Pipeline.Workspace)'
+  - task: Bash@3
+    condition: or(failed(), ${{ eq(parameters.forceDockerCreation, true) }})
+    displayName: "!! Docker Image URL !!"
+    inputs:
+      workingDirectory: $(Pipeline.Workspace)
+      targetType: inline
+      ${{ if ne(parameters.gpuTarget, '') }}:
+        script: echo "rocmexternalcicd.azurecr.io/$(Build.DefinitionName)-${{ parameters.environment }}-${{ parameters.gpuTarget }}:$(Build.BuildId)"
+      ${{ else }}:
+        script: echo "rocmexternalcicd.azurecr.io/$(Build.DefinitionName)-${{ parameters.environment }}:$(Build.BuildId)"

.azuredevops/templates/steps/manifest.yml

@@ -138,3 +138,13 @@ steps:
   inputs:
     tabName: Manifest
     reportDir: $(Build.ArtifactStagingDirectory)/manifest_$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.artifactName }}_${{ parameters.gpuTarget }}.html
+- task: Bash@3
+  displayName: Save manifest artifact file name
+  condition: always()
+  continueOnError: true
+  inputs:
+    workingDirectory: $(Pipeline.Workspace)
+    targetType: inline
+    script: |
+      echo "manifest_$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.artifactName }}_${{ parameters.gpuTarget }}.html" >> pipelineArtifacts.txt
+      echo "manifest_$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.artifactName }}_${{ parameters.gpuTarget }}.json" >> pipelineArtifacts.txt

.azuredevops/variables-global.yml

@@ -27,14 +27,14 @@ variables:
   value: rocm-ci_larger_base_disk_pool
 - name: GFX942_TEST_POOL
   value: gfx942_test_pool
+- name: LATEST_RELEASE_VERSION
+  value: 6.3.2
+- name: REPO_RADEON_VERSION
+  value: 6.3.2
+- name: NEXT_RELEASE_VERSION
+  value: 6.4.0
 - name: LATEST_RELEASE_TAG
-  value: rocm-6.1.0
-- name: DOCKER_IMAGE_NAME
-  value: rocm/dev-ubuntu-22.04
-- name: LATEST_DOCKER_VERSION
-  value: 6.1
-- name: KEYRING_VERSION
-  value: 6.3
+  value: rocm-6.3.2
 - name: AMDMIGRAPHX_GFX942_TEST_PIPELINE_ID
   value: 197
 - name: AMDMIGRAPHX_PIPELINE_ID
@@ -151,8 +151,6 @@ variables:
   value: 105
 - name: HIPTENSOR_TAGGED_PIPELINE_ID
   value: 56
-- name: LAST_RELEASE
-  value: 6.1.0
 - name: LLVM_PROJECT_PIPELINE_ID
   value: 2
 - name: LLVM_PROJECT_TAGGED_PIPELINE_ID
@@ -183,10 +181,6 @@ variables:
   value: 100
 - name: RDC_TAGGED_PIPELINE_ID
   value: 59
-- name: REIMAGE_ORG
-  value: AGS-ROCm-CI
-- name: REIMAGE_REPO
-  value: cirrascale-reimage-automation
 - name: ROCAL_PIPELINE_ID
   value: 151
 - name: ROCALUTION_GFX942_TEST_PIPELINE_ID

.wordlist.txt

@@ -437,6 +437,7 @@ Unittests
 Unhandled
 VALU
 VBIOS
+VCN
 VGPR
 VGPRs
 VM
@@ -582,6 +583,7 @@ gRPC
 galb
 gcc
 gdb
+gemm
 gfortran
 gfx
 githooks
@@ -647,6 +649,7 @@ len
 libfabric
 libjpeg
 libs
+linalg
 linearized
 linter
 linux
@@ -719,6 +722,7 @@ quantile
 quantizer
 quasirandom
 queueing
+radeon
 rccl
 rdc
 rdma

README.md

@@ -50,7 +50,7 @@ The following example shows how to use the repo tool to download the ROCm source
 ```bash
 mkdir -p ~/ROCm/
 cd ~/ROCm/
-export ROCM_VERSION=6.3.1
+export ROCM_VERSION=6.3.2
 ~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.3.x -m tools/rocm-build/rocm-${ROCM_VERSION}.xml
 ~/bin/repo sync
 ```
@@ -77,7 +77,7 @@ The Build time will reduce significantly if we limit the GPU Architecture/s agai
 
 mkdir -p ~/WORKSPACE/      # Or any folder name other than WORKSPACE
 cd ~/WORKSPACE/
-export ROCM_VERSION=6.3.1
+export ROCM_VERSION=6.3.2
 ~/bin/repo init -u http://github.com/ROCm/ROCm.git -b develop -m tools/rocm-build/rocm-${ROCM_VERSION}.xml
 ~/bin/repo sync
 

RELEASE.md

@@ -10,7 +10,7 @@
 <!-- markdownlint-disable reference-links-images            -->
 <!-- markdownlint-disable no-missing-space-atx              -->
 <!-- spellcheck-disable                                     -->
-# ROCm 6.3.1 release notes
+# ROCm 6.3.2 release notes
 
 The release notes provide a summary of notable changes since the previous ROCm release.
 
@@ -35,57 +35,35 @@ documentation to verify compatibility and system requirements.
 ```
 ## Release highlights
 
-The following are notable new features and improvements in ROCm 6.3.1. For changes to individual components, see
+The following are notable improvements in ROCm 6.3.2. For changes to individual components, see
 [Detailed component changes](#detailed-component-changes).
 
-### Per queue resiliency for Instinct MI300 accelerators
-
-The AMDGPU driver now includes enhanced resiliency for misbehaving applications on AMD Instinct MI300 accelerators. This helps isolate the impact of misbehaving applications, ensuring other workloads running on the same accelerator are unaffected.
-
-### ROCm Runfile Installer
-
-ROCm 6.3.1 introduces the ROCm Runfile Installer, with initial support for Ubuntu 22.04. The ROCm Runfile Installer facilitates ROCm installation without using a native Linux package management system, with or without network or internet access. For more information, see the [ROCm Runfile Installer documentation](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/rocm-runfile-installer.html).
-
 ### ROCm documentation updates
 
 ROCm documentation continues to be updated to provide clearer and more comprehensive guidance for a wider variety of user needs and use cases.
 
-* Added documentation on training a model with ROCm Megatron-LM. AMD offers a Docker image for MI300X accelerators
-  containing essential components to get started, including ROCm libraries, PyTorch, and Megatron-LM utilities. See
-  [Training a model using ROCm Megatron-LM](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/rocm-for-ai/train-a-model.html)
-  to get started.
+* Documentation about ROCm compatibility with deep learning frameworks has been added. These topics outline ROCm-enabled features for each deep learning framework, key ROCm libraries that can influence the capabilities, validated Docker image tags, and features supported across the available ROCm and framework versions. For more information, see:
 
-  The new ROCm Megatron-LM training Docker accompanies the [ROCm vLLM inference
-  Docker](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/performance-validation/mi300x/vllm-benchmark.html)
-  as a set of ready-to-use containerized solutions to get started with using ROCm
-  for AI.
+    * [PyTorch compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/pytorch-compatibility.html)
 
-* Updated the [Instinct MI300X workload tuning
-  guide](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/tuning-guides/mi300x/workload.html) with more current optimization
-  strategies. The updated sections include guidance on vLLM optimization, PyTorch TunableOp, and hipBLASLt tuning.
+    * [TensorFlow compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/tensorflow-compatibility.html)
 
-* HIP graph-safe libraries operate safely in HIP execution graphs. [HIP graphs](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/hipgraph.html#how-to-hip-graph) are an alternative way of executing tasks on a GPU that can provide performance benefits over launching kernels using the standard method via streams. A topic that shows whether a [ROCm library is graph-safe](https://rocm.docs.amd.com/en/docs-6.3.1/reference/graph-safe-support.html) has been added.
+    * [JAX compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/jax-compatibility.html)
 
-* The [Device memory](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/memory_management/device_memory.html) topic in the HIP memory management section has been updated.
-
-* The HIP documentation has expanded with new resources for developers:
-  * [Multi device management](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/multi_device.html)
-  * [OpenGL interoperability](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/opengl_interop.html)
+* The [HIP C++ language extensions](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/hip_cpp_language_extensions.html) and [Kernel language C++ support](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/kernel_language_cpp_support.html) topics have been reorganized to make them easier to find and review. The topics have also been enhanced with new content.
 
 ## Operating system and hardware support changes
 
-ROCm 6.3.1 adds support for Debian 12 (kernel: 6.1). Debian is supported only on AMD Instinct accelerators. See the installation instructions at [Debian native installation](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/native-install/debian.html).
-
-ROCm 6.3.1 enables support for AMD Instinct MI325X accelerator. For more information, see [AMD Instinct™ MI325X Accelerators](https://www.amd.com/en/products/accelerators/instinct/mi300/mi325x.html).
+ROCm 6.3.2 adds support for Azure Linux 3.0 (kernel: 6.6). Azure Linux is supported only on AMD Instinct accelerators. For more information, see [Azure Linux installation](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/quick-start.html).
 
 See the [Compatibility
-matrix](https://rocm.docs.amd.com/en/docs-6.3.1/compatibility/compatibility-matrix.html)
+matrix](https://rocm.docs.amd.com/en/latest/compatibility/compatibility-matrix.html)
 for more information about operating system and hardware compatibility.
 
 ## ROCm components
 
-The following table lists the versions of ROCm components for ROCm 6.3.1, including any version
-changes from 6.3.0 to 6.3.1. Click the component's updated version to go to a list of its changes.
+The following table lists the versions of ROCm components for ROCm 6.3.2, including any version
+changes from 6.3.1 to 6.3.2. Click the component's updated version to go to a list of its changes.
 Click {fab}`github` to go to the component's source code on GitHub.
 
 <div class="pst-scrollable-table-container">
@@ -107,47 +85,47 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="9">Libraries</th>
                 <th rowspan="9">Machine learning and computer vision</th>
-                <td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.3.1/index.html">Composable Kernel</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.3.2/index.html">Composable Kernel</a></td>
                 <td>1.1.0</td>
                 <td><a href="https://github.com/ROCm/composable_kernel"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.3.1/index.html">MIGraphX</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.3.2/index.html">MIGraphX</a></td>
                 <td>2.11.0</td>
                 <td><a href="https://github.com/ROCm/AMDMIGraphX"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.3.1/index.html">MIOpen</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.3.2/index.html">MIOpen</a></td>
                 <td>3.3.0</td>
                 <td><a href="https://github.com/ROCm/MIOpen"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.3.1/index.html">MIVisionX</a></td>
-                <td>3.1.0&nbsp;&Rightarrow;&nbsp;<a href="#mivisionx-3-1-0">3.1.0</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.3.2/index.html">MIVisionX</a></td>
+                <td>3.1.0</td>
                 <td><a href="https://github.com/ROCm/MIVisionX"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.3.1/index.html">rocAL</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.3.2/index.html">rocAL</a></td>
                 <td>2.1.0</td>
                 <td><a href="https://github.com/ROCm/rocAL"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.3.1/index.html">rocDecode</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.3.2/index.html">rocDecode</a></td>
                 <td>0.8.0</td>
                 <td><a href="https://github.com/ROCm/rocDecode"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocJPEG/en/docs-6.3.1/index.html">rocJPEG</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocJPEG/en/docs-6.3.2/index.html">rocJPEG</a></td>
                 <td>0.6.0</td>
                 <td><a href="https://github.com/ROCm/rocJPEG"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.3.1/index.html">rocPyDecode</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.3.2/index.html">rocPyDecode</a></td>
                 <td>0.2.0</td>
                 <td><a href="https://github.com/ROCm/rocPyDecode"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.3.1/index.html">RPP</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.3.2/index.html">RPP</a></td>
                 <td>1.9.1</td>
                 <td><a href="https://github.com/ROCm/rpp"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -156,8 +134,8 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="1"></th>
                 <th rowspan="1">Communication</th>
-                <td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.3.1/index.html">RCCL</a></td>
-                <td>2.21.5&nbsp;&Rightarrow;&nbsp;<a href="#rccl-2-21-5">2.21.5</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.3.2/index.html">RCCL</a></td>
+                <td>2.21.5</td>
                 <td><a href="https://github.com/ROCm/rccl"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
@@ -165,82 +143,82 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="16"></th>
                 <th rowspan="16">Math</th>
-                <td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.3.1/index.html">hipBLAS</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.3.2/index.html">hipBLAS</a></td>
                 <td>2.3.0</td>
                 <td><a href="https://github.com/ROCm/hipBLAS"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.3.1/index.html">hipBLASLt</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.3.2/index.html">hipBLASLt</a></td>
                 <td>0.10.0</td>
                 <td><a href="https://github.com/ROCm/hipBLASLt"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.3.1/index.html">hipFFT</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.3.2/index.html">hipFFT</a></td>
                 <td>1.0.17</td>
                 <td><a href="https://github.com/ROCm/hipFFT"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.3.1/index.html">hipfort</a></td>
-                <td>0.5.0</td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.3.2/index.html">hipfort</a></td>
+                <td>0.5.0&nbsp;&Rightarrow;&nbsp;<a href="#hipfort-0-5-1">0.5.1</a></td>
                 <td><a href="https://github.com/ROCm/hipfort"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.3.1/index.html">hipRAND</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.3.2/index.html">hipRAND</a></td>
                 <td>2.11.1</td>
                 <td><a href="https://github.com/ROCm/hipRAND"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.3.1/index.html">hipSOLVER</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.3.2/index.html">hipSOLVER</a></td>
                 <td>2.3.0</td>
                 <td><a href="https://github.com/ROCm/hipSOLVER"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.3.1/index.html">hipSPARSE</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.3.2/index.html">hipSPARSE</a></td>
                 <td>3.1.2</td>
                 <td><a href="https://github.com/ROCm/hipSPARSE"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.3.1/index.html">hipSPARSELt</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.3.2/index.html">hipSPARSELt</a></td>
                 <td>0.2.2</td>
                 <td><a href="https://github.com/ROCm/hipSPARSELt"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.3.1/index.html">rocALUTION</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.3.2/index.html">rocALUTION</a></td>
                 <td>3.2.1</td>
                 <td><a href="https://github.com/ROCm/rocALUTION"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.3.1/index.html">rocBLAS</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.3.2/index.html">rocBLAS</a></td>
                 <td>4.3.0</td>
                 <td><a href="https://github.com/ROCm/rocBLAS"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.3.1/index.html">rocFFT</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.3.2/index.html">rocFFT</a></td>
                 <td>1.0.31</td>
                 <td><a href="https://github.com/ROCm/rocFFT"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.3.1/index.html">rocRAND</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.3.2/index.html">rocRAND</a></td>
                 <td>3.2.0</td>
                 <td><a href="https://github.com/ROCm/rocRAND"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.3.1/index.html">rocSOLVER</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.3.2/index.html">rocSOLVER</a></td>
                 <td>3.27.0</td>
                 <td><a href="https://github.com/ROCm/rocSOLVER"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.3.1/index.html">rocSPARSE</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.3.2/index.html">rocSPARSE</a></td>
                 <td>3.3.0</td>
                 <td><a href="https://github.com/ROCm/rocSPARSE"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.3.1/index.html">rocWMMA</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.3.2/index.html">rocWMMA</a></td>
                 <td>1.6.0</td>
                 <td><a href="https://github.com/ROCm/rocWMMA"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/Tensile/en/docs-6.3.1/src/index.html">Tensile</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/Tensile/en/docs-6.3.2/src/index.html">Tensile</a></td>
                 <td>4.42.0</td>
                 <td><a href="https://github.com/ROCm/Tensile"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -249,22 +227,22 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="4"></th>
                 <th rowspan="4">Primitives</th>
-                <td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.3.1/index.html">hipCUB</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.3.2/index.html">hipCUB</a></td>
                 <td>3.3.0</td>
                 <td><a href="https://github.com/ROCm/hipCUB"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.3.1/index.html">hipTensor</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.3.2/index.html">hipTensor</a></td>
                 <td>1.4.0</td>
                 <td><a href="https://github.com/ROCm/hipTensor"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.3.1/index.html">rocPRIM</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.3.2/index.html">rocPRIM</a></td>
                 <td>3.3.0</td>
                 <td><a href="https://github.com/ROCm/rocPRIM"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.3.1/index.html">rocThrust</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.3.2/index.html">rocThrust</a></td>
                 <td>3.3.0</td>
                 <td><a href="https://github.com/ROCm/rocThrust"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -273,27 +251,27 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="7">Tools</th>
                 <th rowspan="7">System management</th>
-                <td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.3.1/index.html">AMD SMI</a></td>
-                <td>24.7.1&nbsp;&Rightarrow;&nbsp;<a href="#amd-smi-24-7-1">24.7.1</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.3.2/index.html">AMD SMI</a></td>
+                <td>24.7.1</td>
                 <td><a href="https://github.com/ROCm/amdsmi"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.3.1/index.html">ROCm Data Center Tool</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.3.2/index.html">ROCm Data Center Tool</a></td>
                 <td>0.3.0</td>
                 <td><a href="https://github.com/ROCm/rdc"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.3.1/index.html">rocminfo</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.3.2/index.html">rocminfo</a></td>
                 <td>1.0.0</td>
                 <td><a href="https://github.com/ROCm/rocminfo"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocm_smi_lib/en/docs-6.3.1/index.html">ROCm SMI</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocm_smi_lib/en/docs-6.3.2/index.html">ROCm SMI</a></td>
                 <td>7.4.0</td>
                 <td><a href="https://github.com/ROCm/rocm_smi_lib"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.3.1/index.html">ROCmValidationSuite</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.3.2/index.html">ROCmValidationSuite</a></td>
                 <td>1.1.0</td>
                 <td><a href="https://github.com/ROCm/ROCmValidationSuite"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -302,38 +280,38 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="6"></th>
                 <th rowspan="6">Performance</th>
-                <td><a href="https://rocm.docs.amd.com/projects/rocm_bandwidth_test/en/docs-6.3.1/index.html">ROCm Bandwidth
+                <td><a href="https://rocm.docs.amd.com/projects/rocm_bandwidth_test/en/docs-6.3.2/index.html">ROCm Bandwidth
                         Test</a></td>
                 <td>1.4.0</td>
                 <td><a href="https://github.com/ROCm/rocm_bandwidth_test/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-compute/en/docs-6.3.1/index.html">ROCm Compute Profiler</a></td>
-                <td>3.0.0&nbsp;&Rightarrow;&nbsp<a href="#rocm-compute-profiler-3-0-0">3.0.0</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-compute/en/docs-6.3.2/index.html">ROCm Compute Profiler</a></td>
+                <td>3.0.0</td>
                 <td><a href="https://github.com/ROCm/rocprofiler-compute"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-systems/en/docs-6.3.1/index.html">ROCm Systems Profiler</a></td>
-                <td>0.1.0&nbsp;&Rightarrow;&nbsp<a href="#rocm-systems-profiler-0-1-0">0.1.0</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-systems/en/docs-6.3.2/index.html">ROCm Systems Profiler</a></td>
+                <td>0.1.0&nbsp;&Rightarrow;&nbsp;<a href="#rocm-systems-profiler-0-1-1">0.1.1</td>
                 <td><a href="https://github.com/ROCm/rocprofiler-systems"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.3.1/index.html">ROCProfiler</a></td>
-                <td>2.0.0</td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.3.2/index.html">ROCProfiler</a></td>
+                <td>2.0.0&nbsp;&Rightarrow;&nbsp;<a href="#rocprofiler-2-0-0">2.0.0</a></td>
                 <td><a href="https://github.com/ROCm/ROCProfiler/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.3.1/index.html">ROCprofiler-SDK</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.3.2/index.html">ROCprofiler-SDK</a></td>
                 <td>0.5.0&nbsp;&Rightarrow;&nbsp;<a href="#rocprofiler-sdk-0-5-0">0.5.0</a></td>
                 <td><a href="https://github.com/ROCm/rocprofiler-sdk/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr >
-                <td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.3.1/index.html">ROCTracer</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.3.2/index.html">ROCTracer</a></td>
                 <td>4.1.0</td>
                 <td><a href="https://github.com/ROCm/ROCTracer/"><i
                             class="fab fa-github fa-lg"></i></a></td>
@@ -343,32 +321,32 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="5"></th>
                 <th rowspan="5">Development</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.3.1/index.html">HIPIFY</a></td>
-                <td>18.0.0&nbsp;&Rightarrow;&nbsp;<a href="#hipify-18-0-0">18.0.0</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.3.2/index.html">HIPIFY</a></td>
+                <td>18.0.0</td>
                 <td><a href="https://github.com/ROCm/HIPIFY/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.3.1/index.html">ROCdbgapi</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.3.2/index.html">ROCdbgapi</a></td>
                 <td>0.77.0</td>
                 <td><a href="https://github.com/ROCm/ROCdbgapi/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.3.1/index.html">ROCm CMake</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.3.2/index.html">ROCm CMake</a></td>
                 <td>0.14.0</td>
                 <td><a href="https://github.com/ROCm/rocm-cmake/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.3.1/index.html">ROCm Debugger (ROCgdb)</a>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.3.2/index.html">ROCm Debugger (ROCgdb)</a>
                 </td>
                 <td>15.2</td>
                 <td><a href="https://github.com/ROCm/ROCgdb/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.3.1/index.html">ROCr Debug Agent</a>
+                <td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.3.2/index.html">ROCr Debug Agent</a>
                 </td>
                 <td>2.0.3</td>
                 <td><a href="https://github.com/ROCm/rocr_debug_agent/"><i
@@ -378,13 +356,13 @@ Click {fab}`github` to go to the component's source code on GitHub.
         <tbody class="rocm-components-compilers">
             <tr>
                 <th rowspan="2" colspan="2">Compilers</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.3.1/index.html">HIPCC</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.3.2/index.html">HIPCC</a></td>
                 <td>1.1.1</td>
                 <td><a href="https://github.com/ROCm/llvm-project/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.3.1/index.html">llvm-project</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.3.2/index.html">llvm-project</a></td>
                 <td>18.0.0</td>
                 <td><a href="https://github.com/ROCm/llvm-project/"><i
                             class="fab fa-github fa-lg"></i></a></td>
@@ -393,12 +371,12 @@ Click {fab}`github` to go to the component's source code on GitHub.
         <tbody class="rocm-components-runtimes">
             <tr>
                 <th rowspan="2" colspan="2">Runtimes</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/index.html">HIP</a></td>
-                <td>6.3.0&nbsp;&Rightarrow;&nbsp;<a href="#hip-6-3-1">6.3.1</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.2/index.html">HIP</a></td>
+                <td>6.3.1&nbsp;&Rightarrow;&nbsp;<a href="#hip-6-3-2">6.3.2</a></td>
                 <td><a href="https://github.com/ROCm/HIP/"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.3.1/index.html">ROCr Runtime</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.3.2/index.html">ROCr Runtime</a></td>
                 <td>1.14.0</td>
                 <td><a href="https://github.com/ROCm/ROCR-Runtime/"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -410,140 +388,102 @@ Click {fab}`github` to go to the component's source code on GitHub.
 
 The following sections describe key changes to ROCm components.
 
-### **AMD SMI** (24.7.1)
-
-#### Changed
-
-* `amd-smi monitor` displays `VCLOCK` and `DCLOCK` instead of `ENC_CLOCK` and `DEC_CLOCK`.
-
-#### Resolved issues
-
-* Fixed `amd-smi monitor`'s reporting of encode and decode information. `VCLOCK` and `DCLOCK` are
-  now associated with both `ENC_UTIL` and `DEC_UTIL`.
-
-```{note}
-See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/6.3.x/CHANGELOG.md) for more details and examples.
-```
-
-### **HIP** (6.3.1)
+### **HIP** (6.3.2)
 
 #### Added
 
-* An activeQueues set that tracks only the queues that have a command submitted to them, which allows fast iteration in ``waitActiveStreams``.
+* Tracking of Heterogeneous System Architecture (HSA) handlers:
+    - Adds an atomic counter to track the outstanding HSA handlers.
+    - Waits on CPU for the callbacks if the number exceeds the defined value.
+* Codes to capture Architected Queueing Language (AQL) packets for HIP graph memory copy node between host and device. HIP enqueues AQL packets during graph launch.
+* Control to use system pool implementation in runtime commands handling. By default, it is disabled.
+* A new path to avoid `WaitAny` calls in `AsyncEventsLoop`. The new path is selected by default.
+* Runtime control on decrement counter only if the event is popped. There is a new way to restore dead signals cleanup for the old path.
+* A new logic in runtime to track the age of events from the kernel mode driver.
+
+#### Optimized
+
+* HSA callback performance. The HIP runtime creates and submits commands in the queue and interacts with HSA through a callback function. HIP waits for the CPU status from HSA to optimize the handling of events, profiling, commands, and HSA signals for higher performance.
+* Runtime optimization which combines all logic of `WaitAny` in a single processing loop and avoids extra memory allocations or reference counting. The runtime won't spin on the CPU if all events are busy.
+* Multi-threaded dispatches for performance improvement.
+* Command submissions and processing between CPU and GPU by introducing a way to limit the software batch size.
+* Switch to `std::shared_mutex` in book/keep logic in streams from multiple threads simultaneously, for performance improvement in specific customer applications.
+* `std::shared_mutex` is used in memory object mapping, for performance improvement.
 
 #### Resolved issues
 
-* A deadlock in a specific customer application by preventing hipLaunchKernel latency degradation with number of idle streams.
+* Race condition in multi-threaded producer/consumer scenario with `hipMallocFromPoolAsync`.
+* Segmentation fault with `hipStreamLegacy` while using the API `hipStreamWaitEvent`.
+* Usage of `hipStreamLegacy` in HIP event record.
+* A soft hang in graph execution process from HIP user object. The fix handles the release of graph execution object properly considering synchronization on the device/stream. The user application now behaves the same with `hipUserObject` on both the AMD ROCm and NVIDIA CUDA platforms.
 
-### **HIPIFY** (18.0.0)
+### **hipfort** (0.5.1)
 
 #### Added
 
-* Support for: 
-  * NVIDIA CUDA 12.6.2
-  * cuDNN 9.5.1
-  * LLVM 19.1.3
-  * Full `hipBLAS` 64-bit APIs
-  * Full `rocBLAS` 64-bit APIs
+* Support for building with LLVM Flang.
 
 #### Resolved issues
 
-* Added missing support for device intrinsics and built-ins: `__all_sync`, `__any_sync`, `__ballot_sync`, `__activemask`, `__match_any_sync`, `__match_all_sync`, `__shfl_sync`, `__shfl_up_sync`, `__shfl_down_sync`, and `__shfl_xor_sync`.
+* Fixed the exported `hipfort::hipsparse` CMake target.
 
-### **MIVisionX** (3.1.0)
+### **ROCm Systems Profiler** (0.1.1)
+
+#### Resolved issues
+
+* Fixed an error when building from source on some SUSE and RHEL systems when using the `ROCPROFSYS_BUILD_DYNINST` option.
+
+### **ROCProfiler** (2.0.0)
 
 #### Changed
 
-* AMD Clang is now the default CXX and C compiler.
-* The dependency on rocDecode has been removed and automatic rocDecode installation is now disabled in the setup script.
+* Replaced `CU_UTILIZATION` metric with `SIMD_UTILIZATION` for better accuracy.
 
 #### Resolved issues
 
-* Canny failure on Instinct MI300 has been fixed.
-* Ubuntu 24.04 CTest failures have been fixed.
-
-#### Known issues
-
-* CentOS, Red Hat, and SLES requires the manual installation of `OpenCV` and `FFMPEG`. 
-* Hardware decode requires that ROCm is installed with `--usecase=graphics`.
-
-#### Upcoming changes
-
-* Optimized audio augmentations support for VX_RPP.
-
-### **RCCL** (2.21.5)
-
-#### Changed
-
-* Enhanced the user documentation.
-
-#### Resolved Issues
-
-* Corrected some user help strings in `install.sh`.
-
-### **ROCm Compute Profiler** (3.0.0)
-
-#### Resolved issues
-
-* Fixed a minor issue for users upgrading to ROCm 6.3 from 6.2 post-rename from `omniperf`.
-  See [ROCm Compute Profiler and ROCm Systems Profiler post-upgrade issues](#rocm-compute-profiler-and-rocm-systems-profiler-post-upgrade-issues).
-
-### **ROCm Systems Profiler** (0.1.0)
-
-#### Added
-
-* Improvements to support OMPT target offload.
-
-#### Resolved issues
-
-* Fixed an issue with generated Perfetto files. See [issue #3767](https://github.com/ROCm/ROCm/issues/3767) for more information.
-
-* Fixed an issue with merging multiple `.proto` files.
-
-* Fixed an issue causing GPU resource data to be missing from traces of Instinct MI300A systems.
-
-* Fixed a minor issue for users upgrading to ROCm 6.3 from 6.2 post-rename from `omnitrace`.
-  See [ROCm Compute Profiler and ROCm Systems Profiler post-upgrade issues](#rocm-compute-profiler-and-rocm-systems-profiler-post-upgrade-issues).
+* Fixed the `VALUBusy` and `SALUBusy` activity metrics for accuracy on MI300.
 
 ### **ROCprofiler-SDK** (0.5.0)
 
 #### Added
 
-* SIMD_UTILIZATION metric.
-* New <a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.3.1/index.html">ROCm Data Center (RDC)</a> ops metrics.
+* Support for system-wide collection of SQ counters across all HSA processes.
+
+#### Changed
+
+* `rocprofiler_sample_device_counting_service` API updated to return counter output immediately, when called in synchronous mode.
 
 ## ROCm known issues
 
 ROCm known issues are noted on {fab}`github` [GitHub](https://github.com/ROCm/ROCm/labels/Verified%20Issue). For known
 issues related to individual components, review the [Detailed component changes](#detailed-component-changes).
 
-### PCI Express Qualification Tool failure on Debian 12
-
-The PCI Express Qualification Tool (PEQT) module present in the ROCm Validation Suite (RVS) might fail due to the segmentation issue in Debian 12 (bookworm). This will result in failure to determine the characteristics of the PCIe interconnect between the host platform and the GPU like support for Gen 3 atomic completers, DMA transfer statistics, link speed, and link width. The standard PCIe command `lspci` can be used as an alternative to view the characteristics of the PCIe bus interconnect with the GPU. This issue is under investigation and will be addressed in a future release. See [GitHub issue #4175](https://github.com/ROCm/ROCm/issues/4175).
-
 ## ROCm resolved issues
 
 The following are previously known issues resolved in this release. For resolved issues related to
 individual components, review the [Detailed component changes](#detailed-component-changes).
 
-### Instinct MI300 series: backward weights convolution performance issue
+### TransferBench packages not functional
 
-Fixed a performance issue affecting certain tensor shapes during backward weights convolution when using FP16 or FP32 data types on Instinct MI300 series accelerators. See [GitHub issue #4080](https://github.com/ROCm/ROCm/issues/4080).
+Issue with TransferBench packages not being compiled properly has been fixed. For more information, See [GitHub issue #4081](https://github.com/ROCm/ROCm/issues/4081).
 
-### ROCm Compute Profiler and ROCm Systems Profiler post-upgrade issues
+### ROCm Compute Profiler CTest failure in CI
 
-Packaging metadata for ROCm Compute Profiler (`rocprofiler-compute`) and ROCm Systems Profiler
-(`rocprofiler-systems`) has been updated to handle the renaming from Omniperf and Omnitrace,
-respectively. This fixes minor issues when upgrading from ROCm 6.2 to 6.3. For more information, see the GitHub issues
-[#4082](https://github.com/ROCm/ROCm/issues/4082) and
-[#4083](https://github.com/ROCm/ROCm/issues/4083).
+When running the ROCm Compute Profiler (`rocprof-compute`) CTest in the Azure CI environment, the
+`rocprof-compute` execution test failed. This issue was due to an outdated test file that was not renamed
+(`omniperf` to `rocprof-compute`), and the `ROCM_PATH` environment variable not being set in
+the Azure CI environment, resulting in the tool being unable to extract chip information as expected.
+This issue has been fixed in the ROCm 6.3.2 release. See [GitHub issue #4085](https://github.com/ROCm/ROCm/issues/4085).
 
-### Stale file due to OpenCL ICD loader deprecation
+### MIVisionX memory access fault in Canny edge detection
 
-When upgrading from ROCm 6.2.x to ROCm 6.3.0, the issue of removal of the `rocm-icd-loader` package
-leaving a stale file in the old `rocm-6.2.x` directory has been resolved. The stale files left during
-the upgrade from ROCm 6.2.x to ROCm 6.3.0 will be removed when upgrading to ROCm 6.3.1. For more
-information, see [GitHub issue #4084](https://github.com/ROCm/ROCm/issues/4084).
+An issue where Canny edge detection kernels accessed out-of-bounds memory locations while
+computing gradient intensities on edge pixels has been fixed. This issue was isolated to
+Canny-specific use cases on Instinct MI300 series accelerators. See [GitHub issue #4086](https://github.com/ROCm/ROCm/issues/4086).
+
+### AMD VCN instability with rocDecode
+
+A firmware crash on gfx942 devices when AMD Video Core Next (VCN) was used for rocDecode operations has been resolved.
 
 ## ROCm upcoming changes
 
@@ -553,7 +493,7 @@ The following changes to the ROCm software stack are anticipated for future rele
 
 The `__AMDGCN_WAVEFRONT_SIZE__` macro will be deprecated in an upcoming
 release. It is recommended to remove any use of this macro. For more information, see [AMDGPU
-support](https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.3.1/LLVM/clang/html/AMDGPUSupport.html).
+support](https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.3.2/LLVM/clang/html/AMDGPUSupport.html).
 
 ### HIPCC Perl scripts deprecation
 

default.xml

@@ -1,7 +1,7 @@
 <?xml version="1.0" encoding="UTF-8"?>
 <manifest>
     <remote name="rocm-org" fetch="https://github.com/ROCm/" />
-    <default revision="refs/tags/rocm-6.3.1"
+    <default revision="refs/tags/rocm-6.3.2"
      remote="rocm-org"
      sync-c="true"
      sync-j="4" />

docs/compatibility/compatibility-matrix-historical-6.0.csv

@@ -1,128 +1,120 @@
-ROCm Version,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.2, 6.1.1, 6.1.0, 6.0.2, 6.0.0
-      :ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04,,,,,
-      ,Ubuntu 22.04.5,Ubuntu 22.04.5,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3, 22.04.2","Ubuntu 22.04.4, 22.04.3, 22.04.2"
-      ,,,,,,,"Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5"
-      ,"RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3, 9.2","RHEL 9.4, 9.3, 9.2","RHEL 9.4, 9.3, 9.2","RHEL 9.3, 9.2","RHEL 9.3, 9.2"
-      ,RHEL 8.10,RHEL 8.10,"RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8"
-      ,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4"
-      ,,,,,,,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9
-      ,Oracle Linux 8.10 [#mic300x-past-60]_,Oracle Linux 8.10 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,,,
-,Debian 12 [#mic300x-past-60]_,,,,,,,,,,
-      ,.. _architecture-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3
-      ,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
-      ,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
-      ,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
-      ,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2
-      ,.. _gpu-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100
-      ,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
-      ,gfx942,gfx942,gfx942 [#mi300_624-past-60]_,gfx942 [#mi300_622-past-60]_,gfx942 [#mi300_621-past-60]_,gfx942 [#mi300_620-past-60]_, gfx942 [#mi300_612-past-60]_, gfx942 [#mi300_611-past-60]_, gfx942 [#mi300_610-past-60]_, gfx942 [#mi300_602-past-60]_, gfx942 [#mi300_600-past-60]_
-      ,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a
-      ,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908
-      ,,,,,,,,,,,
-      FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`PyTorch <../compatibility/ml-compatibility/pytorch-compatibility>`,"2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
-      :doc:`TensorFlow <../compatibility/ml-compatibility/tensorflow-compatibility>`,"2.17.0, 2.16.2, 2.15.1","2.17.0, 2.16.2, 2.15.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.14.0, 2.13.1, 2.12.1","2.14.0, 2.13.1, 2.12.1"
-      :doc:`JAX <../compatibility/ml-compatibility/jax-compatibility>`,0.4.31,0.4.31,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26
-      `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.14.1,1.14.1
-      ,,,,,,,,,,,
-      THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix-past-60:,,,,,,,,,,
-      `UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.2.0,>=1.2.0
-      `UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1
-      ,,,,,,,,,,,
-      THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix-past-60:,,,,,,,,,,
-      Thrust,2.3.2,2.3.2,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
-      CUB,2.3.2,2.3.2,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
-,,,,,,,,,,,
-      ,,,,,,,,,,,
-      KMD & USER SPACE [#kfd_support-past-60]_,.. _kfd-userspace-support-compatibility-matrix-past-60:,,,,,,,,,
-      Tested user space versions,"6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.2.x, 6.1.x, 6.0.x, 5.7.x, 5.6.x","6.2.x, 6.1.x, 6.0.x, 5.7.x, 5.6.x"
-      ,,,,,,,,,,,
-      ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0
-      :doc:`MIGraphX <amdmigraphx:index>`,2.11.0,2.11.0,2.10.0,2.10.0,2.10.0,2.10.0,2.9.0,2.9.0,2.9.0,2.8.0,2.8.0
-      :doc:`MIOpen <miopen:index>`,3.3.0,3.3.0,3.2.0,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
-      :doc:`MIVisionX <mivisionx:index>`,3.1.0,3.1.0,3.0.0,3.0.0,3.0.0,3.0.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0
-      :doc:`rocAL <rocal:index>`,2.1.0,2.1.0,2.0.0,2.0.0,2.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
-      :doc:`rocDecode <rocdecode:index>`,0.8.0,0.8.0,0.6.0,0.6.0,0.6.0,0.6.0,0.6.0,0.5.0,0.5.0,N/A,N/A
-      :doc:`rocJPEG <rocjpeg:index>`,0.6.0,0.6.0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A
-      :doc:`rocPyDecode <rocpydecode:index>`,0.2.0,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0,N/A,N/A,N/A,N/A,N/A
-      :doc:`RPP <rpp:index>`,1.9.1,1.9.1,1.8.0,1.8.0,1.8.0,1.8.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0
-      ,,,,,,,,,,,
-      COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`RCCL <rccl:index>`,2.21.5,2.21.5,2.20.5,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
-      ,,,,,,,,,,,
-      MATH LIBS,.. _mathlibs-support-compatibility-matrix-past-60:,,,,,,,,,,
-      `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0
-      :doc:`hipBLAS <hipblas:index>`,2.3.0,2.3.0,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0
-      :doc:`hipBLASLt <hipblaslt:index>`,0.10.0,0.10.0,0.8.0,0.8.0,0.8.0,0.8.0,0.7.0,0.7.0,0.7.0,0.6.0,0.6.0
-      :doc:`hipFFT <hipfft:index>`,1.0.17,1.0.17,1.0.16,1.0.15,1.0.15,1.0.14,1.0.14,1.0.14,1.0.14,1.0.13,1.0.13
-      :doc:`hipfort <hipfort:index>`,0.5.0,0.5.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0
-      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.11.1,2.11.0,2.11.0,2.11.0,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16
-,,,,,,,,,,,
-      :doc:`hipSOLVER <hipsolver:index>`,2.3.0,2.3.0,2.2.0,2.2.0,2.2.0,2.2.0,2.1.1,2.1.1,2.1.0,2.0.0,2.0.0
-      :doc:`hipSPARSE <hipsparse:index>`,3.1.2,3.1.2,3.1.1,3.1.1,3.1.1,3.1.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
-      :doc:`hipSPARSELt <hipsparselt:index>`,0.2.2,0.2.2,0.2.1,0.2.1,0.2.1,0.2.1,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0
-      :doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.1,3.2.1,3.2.0,3.2.0,3.2.0,3.1.1,3.1.1,3.1.1,3.0.3,3.0.3
-      :doc:`rocBLAS <rocblas:index>`,4.3.0,4.3.0,4.2.4,4.2.1,4.2.1,4.2.0,4.1.2,4.1.0,4.1.0,4.0.0,4.0.0
-      :doc:`rocFFT <rocfft:index>`,1.0.31,1.0.31,1.0.30,1.0.29,1.0.29,1.0.28,1.0.27,1.0.27,1.0.26,1.0.25,1.0.23
-      :doc:`rocRAND <rocrand:index>`,3.2.0,3.2.0,3.1.1,3.1.0,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.0,2.10.17
-      :doc:`rocSOLVER <rocsolver:index>`,3.27.0,3.27.0,3.26.2,3.26.0,3.26.0,3.26.0,3.25.0,3.25.0,3.25.0,3.24.0,3.24.0
-      :doc:`rocSPARSE <rocsparse:index>`,3.3.0,3.3.0,3.2.1,3.2.0,3.2.0,3.2.0,3.1.2,3.1.2,3.1.2,3.0.2,3.0.2
-      :doc:`rocWMMA <rocwmma:index>`,1.6.0,1.6.0,1.5.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0
-      :doc:`Tensile <tensile:src/index>`,4.42.0,4.42.0,4.41.0,4.41.0,4.41.0,4.41.0,4.40.0,4.40.0,4.40.0,4.39.0,4.39.0
-      ,,,,,,,,,,,
-      PRIMITIVES,.. _primitivelibs-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`hipCUB <hipcub:index>`,3.3.0,3.3.0,3.2.1,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
-      :doc:`hipTensor <hiptensor:index>`,1.4.0,1.4.0,1.3.0,1.3.0,1.3.0,1.3.0,1.2.0,1.2.0,1.2.0,1.1.0,1.1.0
-      :doc:`rocPRIM <rocprim:index>`,3.3.0,3.3.0,3.2.2,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
-      :doc:`rocThrust <rocthrust:index>`,3.3.0,3.3.0,3.1.1,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
-      ,,,,,,,,,,,
-      SUPPORT LIBS,,,,,,,,,,,
-      `hipother <https://github.com/ROCm/hipother>`_,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
-,,,,,,,,,,,
-      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0,6.1.2,6.1.1,6.1.0,6.0.2,6.0.0
-      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,N/A [#ROCT-rocr-past-60]_,N/A [#ROCT-rocr-past-60]_,20240607.5.7,20240607.5.7,20240607.4.05,20240607.1.4246,20240125.5.08,20240125.5.08,20240125.3.30,20231016.2.245,20231016.2.245
-      ,,,,,,,,,,,
-      SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`AMD SMI <amdsmi:index>`,24.7.1,24.7.1,24.6.3,24.6.3,24.6.3,24.6.2,24.5.1,24.5.1,24.4.1,23.4.2,23.4.2
-      :doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0
-      :doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
-      :doc:`ROCm SMI <rocm_smi_lib:index>`,7.4.0,7.4.0,7.3.0,7.3.0,7.3.0,7.3.0,7.2.0,7.0.0,7.0.0,6.0.2,6.0.0
-      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,1.1.0,1.1.0,1.0.60204,1.0.60202,1.0.60201,1.0.60200,1.0.60102,1.0.60101,1.0.60100,1.0.60002,1.0.60000
-      ,,,,,,,,,,,
-      PERFORMANCE TOOLS,,,,,,,,,,,
-      :doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0
-      :doc:`ROCm Compute Profiler <rocprofiler-compute:index>`,3.0.0,3.0.0,2.0.1,2.0.1,2.0.1,2.0.1,N/A,N/A,N/A,N/A,N/A
-      :doc:`ROCm Systems Profiler <rocprofiler-systems:index>`,0.1.0,0.1.0,1.11.2,1.11.2,1.11.2,1.11.2,N/A,N/A,N/A,N/A,N/A
-      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60301,2.0.60300,2.0.60204,2.0.60202,2.0.60201,2.0.60200,2.0.60102,2.0.60101,2.0.60100,2.0.60002,2.0.60000
-,,,,,,,,,,,
-      :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.5.0,0.5.0,0.4.0,0.4.0,0.4.0,0.4.0,N/A,N/A,N/A,N/A,N/A
-      :doc:`ROCTracer <roctracer:index>`,4.1.60301,4.1.60300,4.1.60204,4.1.60202,4.1.60201,4.1.60200,4.1.60102,4.1.60101,4.1.60100,4.1.60002,4.1.60000
-,,,,,,,,,,,
-      ,,,,,,,,,,,
-      DEVELOPMENT TOOLS,,,,,,,,,,,
-      :doc:`HIPIFY <hipify:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-,,,,,,,,,,,
-      :doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.14.0,0.14.0,0.13.0,0.13.0,0.13.0,0.13.0,0.12.0,0.12.0,0.12.0,0.11.0,0.11.0
-      :doc:`ROCdbgapi <rocdbgapi:index>`,0.77.0,0.77.0,0.76.0,0.76.0,0.76.0,0.76.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0
-      :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,15.2.0,15.2.0,14.2.0,14.2.0,14.2.0,14.2.0,14.1.0,14.1.0,14.1.0,13.2.0,13.2.0
-      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.3.0,0.3.0,0.3.0,N/A,N/A
-      :doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3
-      ,,,,,,,,,,,
-      COMPILERS,.. _compilers-support-compatibility-matrix-past-60:,,,,,,,,,,
-      `clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A,N/A,N/A,N/A,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0
-      :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
-      `Flang <https://github.com/ROCm/flang>`_,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      :doc:`llvm-project <llvm-project:index>`,18.0.0.24455,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24455,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-,,,,,,,,,,,
-      ,,,,,,,,,,,
-      RUNTIMES,.. _runtime-support-compatibility-matrix-past-60:,,,,,,,,,,
-      :doc:`AMD CLR <hip:understand/amd_clr>`,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
-,,,,,,,,,,,
-      :doc:`HIP <hip:index>`,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
-,,,,,,,,,,,
-      `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0
-      :doc:`ROCr Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.14.0,1.14.0,1.14.0,1.13.0,1.13.0,1.13.0,1.13.0,1.12.0,1.12.0
+ROCm Version,6.3.2,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.2, 6.1.1, 6.1.0, 6.0.2, 6.0.0
+      :ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,Ubuntu 24.04.2,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04,,,,,
+      ,Ubuntu 22.04.5,Ubuntu 22.04.5,Ubuntu 22.04.5,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3, 22.04.2","Ubuntu 22.04.4, 22.04.3, 22.04.2"
+      ,,,,,,,,"Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5"
+      ,"RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3, 9.2","RHEL 9.4, 9.3, 9.2","RHEL 9.4, 9.3, 9.2","RHEL 9.3, 9.2","RHEL 9.3, 9.2"
+      ,RHEL 8.10,RHEL 8.10,RHEL 8.10,"RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8"
+      ,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4"
+      ,,,,,,,,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9
+      ,Oracle Linux 8.10 [#mi300x-past-60]_,Oracle Linux 8.10 [#mi300x-past-60]_,Oracle Linux 8.10 [#mi300x-past-60]_,Oracle Linux 8.9 [#mi300x-past-60]_,Oracle Linux 8.9 [#mi300x-past-60]_,Oracle Linux 8.9 [#mi300x-past-60]_,Oracle Linux 8.9 [#mi300x-past-60]_,Oracle Linux 8.9 [#mi300x-past-60]_,Oracle Linux 8.9 [#mi300x-past-60]_,,,
+,Debian 12 [#mi300x-past-60]_,Debian 12 [#mi300x-past-60]_,,,,,,,,,,
+,Azure Linux 3.0 [#mi300x-past-60]_,,,,,,,,,,,
+      ,.. _architecture-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3
+      ,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
+      ,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
+      ,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
+      ,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2
+      ,.. _gpu-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100
+      ,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
+      ,gfx942,gfx942,gfx942,gfx942 [#mi300_624-past-60]_,gfx942 [#mi300_622-past-60]_,gfx942 [#mi300_621-past-60]_,gfx942 [#mi300_620-past-60]_, gfx942 [#mi300_612-past-60]_, gfx942 [#mi300_611-past-60]_, gfx942 [#mi300_610-past-60]_, gfx942 [#mi300_602-past-60]_, gfx942 [#mi300_600-past-60]_
+      ,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a
+      ,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908
+,,,,,,,,,,,,
+      FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`PyTorch <../compatibility/ml-compatibility/pytorch-compatibility>`,"2.4, 2.3, 2.2, 1.13","2.4, 2.3, 2.2, 1.13","2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
+      :doc:`TensorFlow <../compatibility/ml-compatibility/tensorflow-compatibility>`,"2.17.0, 2.16.2, 2.15.1","2.17.0, 2.16.2, 2.15.1","2.17.0, 2.16.2, 2.15.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.14.0, 2.13.1, 2.12.1","2.14.0, 2.13.1, 2.12.1"
+      :doc:`JAX <../compatibility/ml-compatibility/jax-compatibility>`,0.4.31,0.4.31,0.4.31,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26
+      `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.14.1,1.14.1
+      ,,,,,,,,,,,,
+      THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      `UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.2.0,>=1.2.0
+      `UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1
+      ,,,,,,,,,,,,
+      THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      Thrust,2.3.2,2.3.2,2.3.2,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
+      CUB,2.3.2,2.3.2,2.3.2,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
+,,,,,,,,,,,,
+      KMD & USER SPACE [#kfd_support-past-60]_,.. _kfd-userspace-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      Tested user space versions,"6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.2.x, 6.1.x, 6.0.x, 5.7.x, 5.6.x","6.2.x, 6.1.x, 6.0.x, 5.7.x, 5.6.x"
+      ,,,,,,,,,,,,
+      ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0
+      :doc:`MIGraphX <amdmigraphx:index>`,2.11.0,2.11.0,2.11.0,2.10.0,2.10.0,2.10.0,2.10.0,2.9.0,2.9.0,2.9.0,2.8.0,2.8.0
+      :doc:`MIOpen <miopen:index>`,3.3.0,3.3.0,3.3.0,3.2.0,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`MIVisionX <mivisionx:index>`,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0,3.0.0,3.0.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0
+      :doc:`rocAL <rocal:index>`,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0,2.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      :doc:`rocDecode <rocdecode:index>`,0.8.0,0.8.0,0.8.0,0.6.0,0.6.0,0.6.0,0.6.0,0.6.0,0.5.0,0.5.0,N/A,N/A
+      :doc:`rocJPEG <rocjpeg:index>`,0.6.0,0.6.0,0.6.0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A
+      :doc:`rocPyDecode <rocpydecode:index>`,0.2.0,0.2.0,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0,N/A,N/A,N/A,N/A,N/A
+      :doc:`RPP <rpp:index>`,1.9.1,1.9.1,1.9.1,1.8.0,1.8.0,1.8.0,1.8.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0
+      ,,,,,,,,,,,,
+      COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`RCCL <rccl:index>`,2.21.5,2.21.5,2.21.5,2.20.5,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
+      ,,,,,,,,,,,,
+      MATH LIBS,.. _mathlibs-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0
+      :doc:`hipBLAS <hipblas:index>`,2.3.0,2.3.0,2.3.0,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0
+      :doc:`hipBLASLt <hipblaslt:index>`,0.10.0,0.10.0,0.10.0,0.8.0,0.8.0,0.8.0,0.8.0,0.7.0,0.7.0,0.7.0,0.6.0,0.6.0
+      :doc:`hipFFT <hipfft:index>`,1.0.17,1.0.17,1.0.17,1.0.16,1.0.15,1.0.15,1.0.14,1.0.14,1.0.14,1.0.14,1.0.13,1.0.13
+      :doc:`hipfort <hipfort:index>`,0.5.1,0.5.0,0.5.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0
+      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.1,2.11.0,2.11.1,2.11.0,2.11.0,2.11.0,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16
+      :doc:`hipSOLVER <hipsolver:index>`,2.3.0,2.3.0,2.3.0,2.2.0,2.2.0,2.2.0,2.2.0,2.1.1,2.1.1,2.1.0,2.0.0,2.0.0
+      :doc:`hipSPARSE <hipsparse:index>`,3.1.2,3.1.2,3.1.2,3.1.1,3.1.1,3.1.1,3.1.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
+      :doc:`hipSPARSELt <hipsparselt:index>`,0.2.2,0.2.2,0.2.2,0.2.1,0.2.1,0.2.1,0.2.1,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0
+      :doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.1,3.2.1,3.2.1,3.2.0,3.2.0,3.2.0,3.1.1,3.1.1,3.1.1,3.0.3,3.0.3
+      :doc:`rocBLAS <rocblas:index>`,4.3.0,4.3.0,4.3.0,4.2.4,4.2.1,4.2.1,4.2.0,4.1.2,4.1.0,4.1.0,4.0.0,4.0.0
+      :doc:`rocFFT <rocfft:index>`,1.0.31,1.0.31,1.0.31,1.0.30,1.0.29,1.0.29,1.0.28,1.0.27,1.0.27,1.0.26,1.0.25,1.0.23
+      :doc:`rocRAND <rocrand:index>`,3.2.0,3.2.0,3.2.0,3.1.1,3.1.0,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.0,2.10.17
+      :doc:`rocSOLVER <rocsolver:index>`,3.27.0,3.27.0,3.27.0,3.26.2,3.26.0,3.26.0,3.26.0,3.25.0,3.25.0,3.25.0,3.24.0,3.24.0
+      :doc:`rocSPARSE <rocsparse:index>`,3.3.0,3.3.0,3.3.0,3.2.1,3.2.0,3.2.0,3.2.0,3.1.2,3.1.2,3.1.2,3.0.2,3.0.2
+      :doc:`rocWMMA <rocwmma:index>`,1.6.0,1.6.0,1.6.0,1.5.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0
+      :doc:`Tensile <tensile:src/index>`,4.42.0,4.42.0,4.42.0,4.41.0,4.41.0,4.41.0,4.41.0,4.40.0,4.40.0,4.40.0,4.39.0,4.39.0
+      ,,,,,,,,,,,,
+      PRIMITIVES,.. _primitivelibs-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`hipCUB <hipcub:index>`,3.3.0,3.3.0,3.3.0,3.2.1,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`hipTensor <hiptensor:index>`,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0,1.3.0,1.3.0,1.2.0,1.2.0,1.2.0,1.1.0,1.1.0
+      :doc:`rocPRIM <rocprim:index>`,3.3.0,3.3.0,3.3.0,3.2.2,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`rocThrust <rocthrust:index>`,3.3.0,3.3.0,3.3.0,3.1.1,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
+      ,,,,,,,,,,,,
+      SUPPORT LIBS,,,,,,,,,,,,
+      `hipother <https://github.com/ROCm/hipother>`_,6.3.42134,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.3.2,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0,6.1.2,6.1.1,6.1.0,6.0.2,6.0.0
+      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,N/A [#ROCT-rocr-past-60]_,N/A [#ROCT-rocr-past-60]_,N/A [#ROCT-rocr-past-60]_,20240607.5.7,20240607.5.7,20240607.4.05,20240607.1.4246,20240125.5.08,20240125.5.08,20240125.3.30,20231016.2.245,20231016.2.245
+      ,,,,,,,,,,,,
+      SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`AMD SMI <amdsmi:index>`,24.7.1,24.7.1,24.7.1,24.6.3,24.6.3,24.6.3,24.6.2,24.5.1,24.5.1,24.4.1,23.4.2,23.4.2
+      :doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0
+      :doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      :doc:`ROCm SMI <rocm_smi_lib:index>`,7.4.0,7.4.0,7.4.0,7.3.0,7.3.0,7.3.0,7.3.0,7.2.0,7.0.0,7.0.0,6.0.2,6.0.0
+      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,1.1.0,1.1.0,1.1.0,1.0.60204,1.0.60202,1.0.60201,1.0.60200,1.0.60102,1.0.60101,1.0.60100,1.0.60002,1.0.60000
+      ,,,,,,,,,,,,
+      PERFORMANCE TOOLS,,,,,,,,,,,,
+      :doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0
+      :doc:`ROCm Compute Profiler <rocprofiler-compute:index>`,3.0.0,3.0.0,3.0.0,2.0.1,2.0.1,2.0.1,2.0.1,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCm Systems Profiler <rocprofiler-systems:index>`,0.1.1,0.1.0,0.1.0,1.11.2,1.11.2,1.11.2,1.11.2,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60302,2.0.60301,2.0.60300,2.0.60204,2.0.60202,2.0.60201,2.0.60200,2.0.60102,2.0.60101,2.0.60100,2.0.60002,2.0.60000
+      :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.5.0,0.5.0,0.5.0,0.4.0,0.4.0,0.4.0,0.4.0,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCTracer <roctracer:index>`,4.1.60302,4.1.60301,4.1.60300,4.1.60204,4.1.60202,4.1.60201,4.1.60200,4.1.60102,4.1.60101,4.1.60100,4.1.60002,4.1.60000
+      ,,,,,,,,,,,,
+      DEVELOPMENT TOOLS,,,,,,,,,,,,
+      :doc:`HIPIFY <hipify:index>`,18.0.0.25012,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      :doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.14.0,0.14.0,0.14.0,0.13.0,0.13.0,0.13.0,0.13.0,0.12.0,0.12.0,0.12.0,0.11.0,0.11.0
+      :doc:`ROCdbgapi <rocdbgapi:index>`,0.77.0,0.77.0,0.77.0,0.76.0,0.76.0,0.76.0,0.76.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0
+      :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,15.2.0,15.2.0,15.2.0,14.2.0,14.2.0,14.2.0,14.2.0,14.1.0,14.1.0,14.1.0,13.2.0,13.2.0
+      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.3.0,0.3.0,0.3.0,N/A,N/A
+      :doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3
+      ,,,,,,,,,,,,
+      COMPILERS,.. _compilers-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      `clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A,N/A,N/A,N/A,N/A,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0
+      :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      `Flang <https://github.com/ROCm/flang>`_,18.0.0.25012,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      :doc:`llvm-project <llvm-project:index>`,18.0.0.25012,18.0.0.24491,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.25012,18.0.0.24491,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+,,,,,,,,,,,,
+      RUNTIMES,.. _runtime-support-compatibility-matrix-past-60:,,,,,,,,,,,
+      :doc:`AMD CLR <hip:understand/amd_clr>`,6.3.42134,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+      :doc:`HIP <hip:index>`,6.3.42134,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+      `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0
+      :doc:`ROCr Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.14.0,1.14.0,1.14.0,1.14.0,1.13.0,1.13.0,1.13.0,1.13.0,1.12.0,1.12.0

docs/compatibility/compatibility-matrix.rst

@@ -23,7 +23,7 @@ compatibility and system requirements.
 .. container:: format-big-table
 
   .. csv-table::
-      :header: "ROCm Version", "6.3.1", "6.3.0", "6.2.0"
+      :header: "ROCm Version", "6.3.2", "6.3.1", "6.2.0"
       :stub-columns: 1
 
       :ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,Ubuntu 24.04
@@ -32,7 +32,8 @@ compatibility and system requirements.
       ,RHEL 8.10,RHEL 8.10,"RHEL 8.10, 8.9"
       ,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5"
       ,Oracle Linux 8.10 [#mi300x]_,Oracle Linux 8.10 [#mi300x]_,Oracle Linux 8.9 [#mi300x]_
-      ,Debian 12 [#mi300x]_,,
+      ,Debian 12 [#mi300x]_,Debian 12 [#mi300x]_,
+      ,Azure Linux 3.0 [#mi300x]_,,
       ,.. _architecture-support-compatibility-matrix:,,
       :doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3
       ,CDNA2,CDNA2,CDNA2
@@ -47,7 +48,7 @@ compatibility and system requirements.
       ,gfx908,gfx908,gfx908
       ,,,
       FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix:,,
-      :doc:`PyTorch <../compatibility/ml-compatibility/pytorch-compatibility>`,"2.4, 2.3, 2.2, 1.13","2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13"
+      :doc:`PyTorch <../compatibility/ml-compatibility/pytorch-compatibility>`,"2.4, 2.3, 2.2, 1.13","2.4, 2.3, 2.2, 1.13","2.3, 2.2, 2.1, 2.0, 1.13"
       :doc:`TensorFlow <../compatibility/ml-compatibility/tensorflow-compatibility>`,"2.17.0, 2.16.2, 2.15.1","2.17.0, 2.16.2, 2.15.1","2.16.1, 2.15.1, 2.14.1"
       :doc:`JAX <../compatibility/ml-compatibility/jax-compatibility>`,0.4.31,0.4.31,0.4.26
       `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3
@@ -82,8 +83,8 @@ compatibility and system requirements.
       :doc:`hipBLAS <hipblas:index>`,2.3.0,2.3.0,2.2.0
       :doc:`hipBLASLt <hipblaslt:index>`,0.10.0,0.10.0,0.8.0
       :doc:`hipFFT <hipfft:index>`,1.0.17,1.0.17,1.0.14
-      :doc:`hipfort <hipfort:index>`,0.5.0,0.5.0,0.4.0
-      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.11.0
+      :doc:`hipfort <hipfort:index>`,0.5.1,0.5.0,0.4.0
+      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.1,2.11.0
       :doc:`hipSOLVER <hipsolver:index>`,2.3.0,2.3.0,2.2.0
       :doc:`hipSPARSE <hipsparse:index>`,3.1.2,3.1.2,3.1.1
       :doc:`hipSPARSELt <hipsparselt:index>`,0.2.2,0.2.2,0.2.1
@@ -103,8 +104,8 @@ compatibility and system requirements.
       :doc:`rocThrust <rocthrust:index>`,3.3.0,3.3.0,3.0.1
       ,,,
       SUPPORT LIBS,,,
-      `hipother <https://github.com/ROCm/hipother>`_,6.3.42133,6.3.42131,6.2.41133
-      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.3.1,6.3.0,6.2.0
+      `hipother <https://github.com/ROCm/hipother>`_,6.3.42134,6.3.42133,6.2.41133
+      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.3.2,6.3.1,6.2.0
       `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,N/A [#ROCT-rocr]_,N/A [#ROCT-rocr]_,20240607.1.4246
       ,,,
       SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix:,,
@@ -117,36 +118,37 @@ compatibility and system requirements.
       PERFORMANCE TOOLS,,,
       :doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0
       :doc:`ROCm Compute Profiler <rocprofiler-compute:index>`,3.0.0,3.0.0,2.0.1
-      :doc:`ROCm Systems Profiler <rocprofiler-systems:index>`,0.1.0,0.1.0,1.11.2
-      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60301,2.0.60300,2.0.60200
+      :doc:`ROCm Systems Profiler <rocprofiler-systems:index>`,0.1.1,0.1.0,1.11.2
+      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60302,2.0.60301,2.0.60200
       :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.5.0,0.5.0,0.4.0
-      :doc:`ROCTracer <roctracer:index>`,4.1.60301,4.1.60300,4.1.60200
+      :doc:`ROCTracer <roctracer:index>`,4.1.60302,4.1.60301,4.1.60200
       ,,,
       DEVELOPMENT TOOLS,,,
-      :doc:`HIPIFY <hipify:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24232
+      :doc:`HIPIFY <hipify:index>`,18.0.0.25012,18.0.0.24491,18.0.0.24232
       :doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.14.0,0.14.0,0.13.0
       :doc:`ROCdbgapi <rocdbgapi:index>`,0.77.0,0.77.0,0.76.0
       :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,15.2.0,15.2.0,14.2.0
       `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0
       :doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3
       ,,,
-      COMPILERS,.. _compilers-support-compatibility-matrix:,,
+      COMPILERS,.. _compilers-support-compatibility-matrix:,..
       `clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A
       :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1
-      `Flang <https://github.com/ROCm/flang>`_,18.0.0.24491,18.0.0.24455,18.0.0.24232
-      :doc:`llvm-project <llvm-project:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24232
-      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24491,18.0.0.24455,18.0.0.24232
+      `Flang <https://github.com/ROCm/flang>`_,18.0.0.25012,18.0.0.24491,18.0.0.24232
+      :doc:`llvm-project <llvm-project:index>`,18.0.0.25012,18.0.0.24491,18.0.0.24232
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.25012,18.0.0.24491,18.0.0.24232
       ,,,
-      RUNTIMES,.. _runtime-support-compatibility-matrix:,,
-      :doc:`AMD CLR <hip:understand/amd_clr>`,6.3.42133,6.3.42131,6.2.41133
-      :doc:`HIP <hip:index>`,6.3.42133,6.3.42131,6.2.41133
+      RUNTIMES,.. _runtime-support-compatibility-matrix:,..
+      :doc:`AMD CLR <hip:understand/amd_clr>`,6.3.42134,6.3.42133,6.2.41133
+      :doc:`HIP <hip:index>`,6.3.42134,6.3.42133,6.2.41133
       `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0
       :doc:`ROCr Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.13.0
 
 
+
 .. rubric:: Footnotes
 
-.. [#mi300x] Oracle Linux and Debian are supported only on AMD Instinct MI300X.
+.. [#mi300x] Oracle Linux, Debian, and Azure Linux are supported only on AMD Instinct MI300X.
 .. [#mi300_620] **For ROCm 6.2.0** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
 .. [#kfd_support] ROCm provides forward and backward compatibility between the AMD Kernel-mode GPU Driver (KMD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
 .. [#ROCT-rocr] Starting from ROCm 6.3.0, the ROCT Thunk Interface is included as part of the ROCr runtime package.
@@ -183,6 +185,9 @@ Use this lookup table to confirm which operating system and kernel versions are
    ,8.9, 5.15.0
    ,,
    `Debian <https://www.debian.org/download>`_,12, 6.1
+   ,,
+   `Azure Linux <https://techcommunity.microsoft.com/blog/linuxandopensourceblog/azure-linux-3-0-now-in-preview-on-azure-kubernetes-service-v1-31/4287229>`_,3.0, 6.6
+   ,,
 
 ..
    Footnotes and ref anchors in below historical tables should be appended with "-past-60", to differentiate from the
@@ -210,7 +215,7 @@ Expand for full historical view of:
 
    .. rubric:: Footnotes
 
-   .. [#mic300x-past-60] Oracle Linux and Debian are supported only on AMD Instinct MI300X.
+   .. [#mi300x-past-60] Oracle Linux, Debian, and Azure Linux are supported only on AMD Instinct MI300X.
    .. [#mi300_624-past-60] **For ROCm 6.2.4** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#mi300_622-past-60] **For ROCm 6.2.2** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#mi300_621-past-60] **For ROCm 6.2.1** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].

docs/compatibility/ml-compatibility/pytorch-compatibility.rst

@@ -898,21 +898,21 @@ The following are GPU-accelerated PyTorch features not currently supported by RO
 Use cases and recommendations
 ================================================================================
 
-* :doc:`Using ROCm for AI: training a model </how-to/rocm-for-ai/train-a-model>` provides
+* :doc:`Using ROCm for AI: training a model </how-to/rocm-for-ai/training/train-a-model>` provides
   guidance on how to leverage the ROCm platform for training AI models. It covers the steps, tools, and best practices
   for optimizing training workflows on AMD GPUs using PyTorch features.
 
-* :doc:`Single-GPU fine-tuning and inference </how-to/llm-fine-tuning-optimization/single-gpu-fine-tuning-and-inference>`
+* :doc:`Single-GPU fine-tuning and inference </how-to/rocm-for-ai/fine-tuning/single-gpu-fine-tuning-and-inference>`
   describes and demonstrates how to use the ROCm platform for the fine-tuning and inference of
   machine learning models, particularly large language models (LLMs), on systems with a single AMD
   Instinct MI300X accelerator. This page provides a detailed guide for setting up, optimizing, and
   executing fine-tuning and inference workflows in such environments.
 
-* :doc:`Multi-GPU fine-tuning and inference optimization </how-to/llm-fine-tuning-optimization/multi-gpu-fine-tuning-and-inference>`
+* :doc:`Multi-GPU fine-tuning and inference optimization </how-to/rocm-for-ai/fine-tuning/multi-gpu-fine-tuning-and-inference>`
   describes and demonstrates the fine-tuning and inference of machine learning models on systems
   with multi MI300X accelerators.
 
-* The :doc:`Instinct MI300X workload optimization guide </how-to/tuning-guides/mi300x/workload>` provides detailed
+* The :doc:`Instinct MI300X workload optimization guide </how-to/rocm-for-ai/inference-optimization/workload>` provides detailed
   guidance on optimizing workloads for the AMD Instinct MI300X accelerator using ROCm. This guide is aimed at helping
   users achieve optimal performance for deep learning and other high-performance computing tasks on the MI300X
   accelerator.

docs/conf.py

@@ -30,62 +30,48 @@ if os.environ.get("READTHEDOCS", "") == "True":
 project = "ROCm Documentation"
 author = "Advanced Micro Devices, Inc."
 copyright = "Copyright (c) 2025 Advanced Micro Devices, Inc. All rights reserved."
-version = "6.3.1"
-release = "6.3.1"
+version = "6.3.2"
+release = "6.3.2"
 setting_all_article_info = True
 all_article_info_os = ["linux", "windows"]
 all_article_info_author = ""
 
 # pages with specific settings
 article_pages = [
-    {"file": "about/release-notes", "os": ["linux", "windows"], "date": "2024-12-20"},
+    {"file": "about/release-notes", "os": ["linux"], "date": "2025-01-28"},
+    {"file": "compatibility/compatibility-matrix", "os": ["linux"]},
     {"file": "compatibility/ml-compatibility/pytorch-compatibility", "os": ["linux"]},
     {"file": "compatibility/ml-compatibility/tensorflow-compatibility", "os": ["linux"]},
     {"file": "compatibility/ml-compatibility/jax-compatibility", "os": ["linux"]},
     {"file": "how-to/deep-learning-rocm", "os": ["linux"]},
+
     {"file": "how-to/rocm-for-ai/index", "os": ["linux"]},
-    {"file": "how-to/rocm-for-ai/install", "os": ["linux"]},
-    {"file": "how-to/rocm-for-ai/train-a-model", "os": ["linux"]},
-    {"file": "how-to/rocm-for-ai/accelerate-training", "os": ["linux"]},
-    {"file": "how-to/rocm-for-ai/deploy-your-model", "os": ["linux"]},
-    {"file": "how-to/rocm-for-ai/hugging-face-models", "os": ["linux"]},
-    {"file": "how-to/rocm-for-hpc/index", "os": ["linux"]},
-    {"file": "how-to/llm-fine-tuning-optimization/index", "os": ["linux"]},
-    {"file": "how-to/llm-fine-tuning-optimization/overview", "os": ["linux"]},
-    {
-        "file": "how-to/llm-fine-tuning-optimization/fine-tuning-and-inference",
-        "os": ["linux"],
-    },
-    {
-        "file": "how-to/llm-fine-tuning-optimization/single-gpu-fine-tuning-and-inference",
-        "os": ["linux"],
-    },
-    {
-        "file": "how-to/llm-fine-tuning-optimization/multi-gpu-fine-tuning-and-inference",
-        "os": ["linux"],
-    },
-    {
-        "file": "how-to/llm-fine-tuning-optimization/llm-inference-frameworks",
-        "os": ["linux"],
-    },
-    {
-        "file": "how-to/llm-fine-tuning-optimization/model-acceleration-libraries",
-        "os": ["linux"],
-    },
-    {"file": "how-to/llm-fine-tuning-optimization/model-quantization", "os": ["linux"]},
-    {
-        "file": "how-to/llm-fine-tuning-optimization/optimizing-with-composable-kernel",
-        "os": ["linux"],
-    },
-    {
-        "file": "how-to/llm-fine-tuning-optimization/optimizing-triton-kernel",
-        "os": ["linux"],
-    },
-    {
-        "file": "how-to/llm-fine-tuning-optimization/profiling-and-debugging",
-        "os": ["linux"],
-    },
-    {"file": "how-to/performance-validation/mi300x/vllm-benchmark", "os": ["linux"]},
+
+    {"file": "how-to/rocm-for-ai/training/index", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/training/train-a-model", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/training/scale-model-training", "os": ["linux"]},
+
+    {"file": "how-to/rocm-for-ai/fine-tuning/index", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/fine-tuning/overview", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/fine-tuning/fine-tuning-and-inference", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/fine-tuning/single-gpu-fine-tuning-and-inference", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/fine-tuning/multi-gpu-fine-tuning-and-inference", "os": ["linux"]},
+
+    {"file": "how-to/rocm-for-ai/inference/index", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference/install", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference/hugging-face-models", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference/llm-inference-frameworks", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference/vllm-benchmark", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference/deploy-your-model", "os": ["linux"]},
+    
+    {"file": "how-to/rocm-for-ai/inference-optimization/index", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference-optimization/model-quantization", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference-optimization/model-acceleration-libraries", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference-optimization/optimizing-with-composable-kernel", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference-optimization/optimizing-triton-kernel", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference-optimization/profiling-and-debugging", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/inference-optimization/workload", "os": ["linux"]},
+
     {"file": "how-to/system-optimization/index", "os": ["linux"]},
     {"file": "how-to/system-optimization/mi300x", "os": ["linux"]},
     {"file": "how-to/system-optimization/mi200", "os": ["linux"]},
@@ -104,6 +90,9 @@ extensions = ["rocm_docs", "sphinx_reredirects", "sphinx_sitemap"]
 
 external_projects_current_project = "rocm"
 
+# Uncomment if facing rate limit exceed issue with local build 
+# external_projects_remote_repository = ""
+
 html_baseurl = os.environ.get("READTHEDOCS_CANONICAL_URL", "https://rocm-stg.amd.com/")
 html_context = {}
 if os.environ.get("READTHEDOCS", "") == "True":

docs/how-to/deep-learning-rocm.rst

@@ -39,5 +39,11 @@ through the following guides.
 
 * :doc:`rocm-for-ai/index`
 
-* :doc:`llm-fine-tuning-optimization/index`
+* :doc:`Training <rocm-for-ai/training/index>`
+
+* :doc:`Fine-tuning LLMs <rocm-for-ai/fine-tuning/index>`
+
+* :doc:`Inference <rocm-for-ai/inference/index>`
+
+* :doc:`Inference optimization <rocm-for-ai/inference-optimization/index>`
 

docs/how-to/llm-fine-tuning-optimization/index.rst

@@ -1,37 +0,0 @@
-.. meta::
-   :description: How to fine-tune LLMs with ROCm
-   :keywords: ROCm, LLM, fine-tuning, usage, tutorial
-
-*******************************************
-Fine-tuning LLMs and inference optimization
-*******************************************
-
-ROCm empowers the fine-tuning and optimization of large language models, making them accessible and efficient for
-specialized tasks. ROCm supports the broader AI ecosystem to ensure seamless integration with open frameworks,
-models, and tools.
-
-For more information, see `What is ROCm? <https://rocm.docs.amd.com/en/latest/what-is-rocm.html>`_
-
-Throughout the following topics, this guide discusses the goals and :ref:`challenges of fine-tuning a large language
-model <fine-tuning-llms-concept-challenge>` like Llama 2. Then, it introduces :ref:`common methods of optimizing your
-fine-tuning <fine-tuning-llms-concept-optimizations>` using techniques like LoRA with libraries like PEFT. In the
-sections that follow, you'll find practical guides on libraries and tools to accelerate your fine-tuning.
-
-- :doc:`Conceptual overview of fine-tuning LLMs <overview>`
-
-- :doc:`Fine-tuning and inference <fine-tuning-and-inference>` using a
-  :doc:`single-accelerator <single-gpu-fine-tuning-and-inference>` or
-  :doc:`multi-accelerator <multi-gpu-fine-tuning-and-inference>` system.
-
-- :doc:`Model quantization <model-quantization>`
-
-- :doc:`Model acceleration libraries <model-acceleration-libraries>`
-
-- :doc:`LLM inference frameworks <llm-inference-frameworks>`
-
-- :doc:`Optimizing with Composable Kernel <optimizing-with-composable-kernel>`
-
-- :doc:`Optimizing Triton kernels <optimizing-triton-kernel>`
-
-- :doc:`Profiling and debugging <profiling-and-debugging>`
-

docs/how-to/rocm-for-ai/fine-tuning/fine-tuning-and-inference.rst

@@ -1,6 +1,6 @@
 .. meta::
-   :description: How to fine-tune LLMs with ROCm
-   :keywords: ROCm, LLM, fine-tuning, inference, usage, tutorial
+   :description: How to fine-tune models with ROCm
+   :keywords: ROCm, LLM, fine-tuning, inference, usage, tutorial, deep learning, PyTorch, TensorFlow, JAX
 
 *************************
 Fine-tuning and inference
@@ -9,7 +9,7 @@ Fine-tuning and inference
 Fine-tuning using ROCm involves leveraging AMD's GPU-accelerated :doc:`libraries <rocm:reference/api-libraries>` and
 :doc:`tools <rocm:reference/rocm-tools>` to optimize and train deep learning models. ROCm provides a comprehensive
 ecosystem for deep learning development, including open-source libraries for optimized deep learning operations and
-ROCm-aware versions of :doc:`deep learning frameworks <../deep-learning-rocm>` such as PyTorch, TensorFlow, and JAX.
+ROCm-aware versions of :doc:`deep learning frameworks <../../deep-learning-rocm>` such as PyTorch, TensorFlow, and JAX.
 
 Single-accelerator systems, such as a machine equipped with a single accelerator or GPU, are commonly used for
 smaller-scale deep learning tasks, including fine-tuning pre-trained models and running inference on moderately

docs/how-to/rocm-for-ai/fine-tuning/index.rst

@@ -0,0 +1,28 @@
+.. meta::
+   :description: How to fine-tune LLMs with ROCm
+   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, GPUs, Llama, accelerators
+
+*******************************************
+Use ROCm for fine-tuning LLMs
+*******************************************
+
+Fine-tuning is an essential technique in machine learning, where a pre-trained model, typically trained on a large-scale dataset, is further refined to achieve better performance and adapt to a particular task or dataset of interest.
+
+With AMD GPUs, the fine-tuning process benefits from the parallel processing capabilities and efficient resource management, ultimately leading to improved performance and faster model adaptation to the target domain.
+
+The ROCm™ software platform helps you optimize this fine-tuning process by supporting various optimization techniques tailored for AMD GPUs. It empowers the fine-tuning of large language models, making them accessible and efficient for specialized tasks. ROCm supports the broader AI ecosystem to ensure seamless integration with open frameworks, models, and tools. 
+
+Throughout the following topics, this guide discusses the goals and :ref:`challenges of fine-tuning a large language
+model <fine-tuning-llms-concept-challenge>` like Llama 2. In the
+sections that follow, you'll find practical guides on libraries and tools to accelerate your fine-tuning.
+
+The AI Developer Hub contains `AMD ROCm tutorials <https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/>`_ for
+training, fine-tuning, and inference. It leverages popular machine learning frameworks on AMD GPUs.
+
+- :doc:`Conceptual overview of fine-tuning LLMs <overview>`
+
+- :doc:`Fine-tuning and inference <fine-tuning-and-inference>` using a
+  :doc:`single-accelerator <single-gpu-fine-tuning-and-inference>` or
+  :doc:`multi-accelerator <multi-gpu-fine-tuning-and-inference>` system.
+
+

docs/how-to/rocm-for-ai/fine-tuning/multi-gpu-fine-tuning-and-inference.rst

@@ -1,6 +1,6 @@
 .. meta::
    :description: Model fine-tuning and inference on a multi-GPU system
-   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, multi-GPU, distributed, inference
+   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, multi-GPU, distributed, inference, accelerators, PyTorch, HuggingFace, torchtune
 
 *****************************************************
 Fine-tuning and inference using multiple accelerators
@@ -233,4 +233,4 @@ GPU model fine-tuning and inference with LLMs.
       INFO:torchtune.utils.logging:Learning rate scheduler is initialized.
       1|111|Loss: 1.5790324211120605:   7%|█                                          | 114/1618
 
-Read more about inference frameworks in :doc:`LLM inference frameworks <llm-inference-frameworks>`.
+Read more about inference frameworks in :doc:`LLM inference frameworks <../inference/llm-inference-frameworks>`.

docs/how-to/rocm-for-ai/fine-tuning/overview.rst

@@ -1,6 +1,6 @@
 .. meta::
-   :description: How to fine-tune LLMs with ROCm
-   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, optimzation, LoRA, walkthrough
+   :description: Conceptual overview of fine-tuning LLMs
+   :keywords: ROCm, LLM, Llama, fine-tuning, usage, tutorial, optimzation, LoRA, walkthrough, PEFT, Reinforcement
 
 ***************************************
 Conceptual overview of fine-tuning LLMs
@@ -41,7 +41,7 @@ The weight update is as follows: :math:`W_{updated} = W + ΔW`.
 If the weight matrix :math:`W` contains 7B parameters, then the weight update matrix :math:`ΔW` should also
 contain 7B parameters. Therefore, the :math:`ΔW` calculation is computationally and memory intensive.
 
-.. figure:: ../../data/how-to/llm-fine-tuning-optimization/weight-update.png
+.. figure:: ../../../data/how-to/llm-fine-tuning-optimization/weight-update.png
    :alt: Weight update diagram
 
    (a) Weight update in regular fine-tuning. (b) Weight update in LoRA where the product of matrix A (:math:`M\times K`)

docs/how-to/rocm-for-ai/fine-tuning/single-gpu-fine-tuning-and-inference.rst

@@ -1,6 +1,6 @@
 .. meta::
    :description: Model fine-tuning and inference on a single-GPU system
-   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, single-GPU, LoRA, PEFT, inference
+   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, single-GPU, LoRA, PEFT, inference, SFTTrainer
 
 ****************************************************
 Fine-tuning and inference using a single accelerator
@@ -80,7 +80,7 @@ Setting up the base implementation environment
 #. Install the required dependencies.
 
    bitsandbytes is a library that facilitates quantization to improve the efficiency of deep learning models. Learn more
-   about its use in :doc:`model-quantization`.
+   about its use in :doc:`../inference-optimization/model-quantization`.
 
    See the :ref:`Optimizations for model fine-tuning <fine-tuning-llms-concept-optimizations>` for a brief discussion on
    PEFT and TRL.
@@ -507,4 +507,4 @@ If using multiple accelerators, see
 popular libraries that simplify fine-tuning and inference in a multi-accelerator system.
 
 Read more about inference frameworks like vLLM and Hugging Face TGI in
-:doc:`LLM inference frameworks <llm-inference-frameworks>`.
+:doc:`LLM inference frameworks <../inference/llm-inference-frameworks>`.

docs/how-to/rocm-for-ai/index.rst

@@ -1,28 +1,30 @@
 .. meta::
-   :description: How to use ROCm for AI
+   :description: Learn how to use ROCm for AI.
    :keywords: ROCm, AI, machine learning, LLM, usage, tutorial
 
-*****************
-Using ROCm for AI
-*****************
+**************************
+Use ROCm for AI
+**************************
 
-ROCm offers a suite of optimizations for AI workloads from large language models (LLMs) to image and video detection and
-recognition, life sciences and drug discovery, autonomous driving, robotics, and more. ROCm proudly supports the broader
-AI software ecosystem, including open frameworks, models, and tools.
+ROCm™ is an open-source software platform that enables high-performance computing and machine learning applications. It features the ability to accelerate training, fine-tuning, and inference for AI application development. With ROCm, you can access the full power of AMD GPUs, which can significantly improve the performance and efficiency of AI workloads.
 
-For more information, see `What is ROCm? <https://rocm.docs.amd.com/en/latest/what-is-rocm.html>`_
+You can use ROCm to perform distributed training, which enables you to train models across multiple GPUs or nodes simultaneously. Additionally, ROCm supports mixed-precision training, which can help reduce the memory and compute requirements of training workloads. For fine-tuning, ROCm provides access to various algorithms and optimization techniques. In terms of inference, ROCm provides several techniques that can help you optimize your models for deployment, such as quantization, GEMM tuning, and optimization with composable kernel.
+ 
+Overall, ROCm can be used to improve the performance and efficiency of your AI applications. With its training, fine-tuning, and inference support, ROCm provides a complete solution for optimizing AI workflows and achieving the optimum results possible on AMD GPUs. 
 
-In this guide, you'll learn about:
+The AI Developer Hub contains `AMD ROCm tutorials <https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/>`_ for
+training, fine-tuning, and inference. It leverages popular machine learning frameworks on AMD GPUs.
 
-- :doc:`Installing ROCm and machine learning frameworks <install>`
+In this guide, you'll learn how to use ROCm for AI:
 
-- :doc:`Scaling model training <scale-model-training>`
+- :doc:`Training <training/index>`
 
-- :doc:`Training a model <train-a-model>`
+- :doc:`Fine-tuning LLMs <fine-tuning/index>`
 
-- :doc:`Running models from Hugging Face <hugging-face-models>`
+- :doc:`Inference <inference/index>`
+
+- :doc:`Inference optimization <inference-optimization/index>`
 
-- :doc:`Deploying your model <deploy-your-model>`
 
 To learn about ROCm for HPC applications and scientific computing, see
 :doc:`../rocm-for-hpc/index`.

docs/how-to/rocm-for-ai/inference-optimization/index.rst

@@ -0,0 +1,36 @@
+.. meta::
+   :description: How to Use ROCm for AI inference optimization
+   :keywords: ROCm, LLM, AI inference, Optimization, GPUs, usage, tutorial
+
+*******************************************
+Use ROCm for AI inference optimization
+*******************************************
+
+AI inference optimization is the process of improving the performance of machine learning models and speeding up the inference process. It includes:
+
+- **Quantization**: This involves reducing the precision of model weights and activations while maintaining acceptable accuracy levels. Reduced precision improves inference efficiency because lower precision data requires less storage and better utilizes the hardware's computation power.  
+
+- **Kernel optimization**: This technique involves optimizing computation kernels to exploit the underlying hardware capabilities. For example, the kernels can be optimized to use multiple GPU cores or utilize specialized hardware like tensor cores to accelerate the computations. 
+
+- **Libraries**: Libraries such as Flash Attention, xFormers, and PyTorch TunableOp are used to accelerate deep learning models and improve the performance of inference workloads. 
+
+- **Hardware acceleration**: Hardware acceleration techniques, like GPUs for AI inference, can significantly improve performance due to their parallel processing capabilities. 
+
+- **Pruning**: This involves removing unnecessary connections, layers, or weights from a pre-trained model while maintaining acceptable accuracy levels, resulting in a smaller model that requires fewer computational resources to run inference. 
+
+Utilizing these optimization techniques with the ROCm™ software platform can significantly reduce inference time, improve performance, and reduce the cost of your AI applications. 
+
+Throughout the following topics, this guide discusses optimization techniques for inference workloads.
+
+- :doc:`Model quantization <model-quantization>`
+
+- :doc:`Model acceleration libraries <model-acceleration-libraries>`
+
+- :doc:`Optimizing with Composable Kernel <optimizing-with-composable-kernel>`
+
+- :doc:`Optimizing Triton kernels <optimizing-triton-kernel>`
+
+- :doc:`Profiling and debugging <profiling-and-debugging>`
+
+- :doc:`Workload tuning <workload>`
+

docs/how-to/rocm-for-ai/inference-optimization/model-acceleration-libraries.rst

@@ -1,5 +1,5 @@
 .. meta::
-   :description: How to fine-tune LLMs with ROCm
+   :description: How to use model acceleration techniques and libraries to improve memory efficiency and performance.
    :keywords: ROCm, LLM, fine-tuning, usage, tutorial, Flash Attention, Hugging Face, xFormers, vLLM, PyTorch
 
 ****************************
@@ -20,7 +20,7 @@ Attention (GQA), and Multi-Query Attention (MQA). This reduction in memory movem
 time-to-first-token (TTFT) latency for large batch sizes and long prompt sequences, thereby enhancing overall
 performance.
 
-.. image:: ../../data/how-to/llm-fine-tuning-optimization/attention-module.png
+.. image:: ../../../data/how-to/llm-fine-tuning-optimization/attention-module.png
    :alt: Attention module of a large language module utilizing tiling
    :align: center
 
@@ -245,7 +245,7 @@ page describes the options.
    Validator,ROCBLAS_VERSION,4.1.0-cefa4a9b-dirty
    GemmTunableOp_float_TN,tn_200_100_20,Gemm_Rocblas_32323,0.00669595
 
-.. image:: ../../data/how-to/llm-fine-tuning-optimization/tunableop.png
+.. image:: ../../../data/how-to/llm-fine-tuning-optimization/tunableop.png
    :alt: GEMM and TunableOp
    :align: center
 
@@ -277,7 +277,7 @@ Installing FBGEMM_GPU
 Installing FBGEMM_GPU consists of the following steps:
 
 *  Set up an isolated Miniconda environment
-*  Install ROCm using Docker or the :doc:`package manager <rocm-install-on-linux:install/native-install/index>`
+*  Install ROCm using Docker or the :doc:`package manager <rocm-install-on-linux:install/install-methods/package-manager-index>`
 *  Install the nightly `PyTorch <https://pytorch.org/>`_ build
 *  Complete the pre-build and build tasks
   

docs/how-to/rocm-for-ai/inference-optimization/model-quantization.rst

@@ -1,5 +1,5 @@
 .. meta::
-   :description: How to fine-tune LLMs with ROCm
+   :description: How to use model quantization techniques to speed up inference.
    :keywords: ROCm, LLM, fine-tuning, usage, tutorial, quantization, GPTQ, transformers, bitsandbytes
 
 *****************************

docs/how-to/rocm-for-ai/inference-optimization/optimizing-triton-kernel.rst

@@ -1,6 +1,6 @@
 .. meta::
-   :description: How to fine-tune LLMs with ROCm
-   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, Triton, kernel, performance, optimization
+   :description: How to optimize Triton kernels for ROCm.
+   :keywords: ROCm, LLM, fine-tuning, usage, MI300X, tutorial, Triton, kernel, performance, optimization
 
 *************************
 Optimizing Triton kernels
@@ -13,7 +13,7 @@ and CUDA kernel optimization.
 
 Refer to the
 :ref:`Triton kernel performance optimization <mi300x-triton-kernel-performance-optimization>`
-section of the :doc:`/how-to/tuning-guides/mi300x/workload` guide
+section of the :doc:`workload` guide
 for detailed information.
 
 Triton kernel performance optimization includes the following topics.

docs/how-to/rocm-for-ai/inference-optimization/optimizing-with-composable-kernel.md

@@ -1,8 +1,9 @@
-<head>
-  <meta charset="UTF-8">
-  <meta name="description" content="SmoothQuant model inference on AMD Instinct MI300X using Composable Kernel">
-  <meta name="keywords" content="Mixed Precision, Kernel, Inference, Linear Algebra">
-</head>
+---
+myst:
+  html_meta:
+    "description": "How to optimize machine learning workloads with Composable Kernel (CK)."
+    "keywords": "mixed, precision, kernel, inference, linear, algebra, ck, GEMM"
+---
 
 # Optimizing with Composable Kernel
 
@@ -32,7 +33,7 @@ The template parameters of the instance are grouped into four parameter types:
 ================
  ### Figure 2
 ================ -->
-```{figure} ../../data/how-to/llm-fine-tuning-optimization/ck-template_parameters.jpg
+```{figure} ../../../data/how-to/llm-fine-tuning-optimization/ck-template_parameters.jpg
 The template parameters of the selected GEMM kernel are classified into four groups. These template parameter groups should be defined properly before running the instance.
 ```
 
@@ -126,7 +127,7 @@ The row and column, and stride information of input matrices are also passed to
 ================
  ### Figure 3
 ================ -->
-```{figure} ../../data/how-to/llm-fine-tuning-optimization/ck-kernel_launch.jpg
+```{figure} ../../../data/how-to/llm-fine-tuning-optimization/ck-kernel_launch.jpg
 Templated kernel launching consists of kernel instantiation, making arguments by passing in actual application parameters, creating an invoker, and running the instance through the invoker.
 ```
 
@@ -155,7 +156,7 @@ The first operation in the process is to perform the multiplication of input mat
 ================
  ### Figure 4
 ================ -->
-```{figure} ../../data/how-to/llm-fine-tuning-optimization/ck-operation_flow.jpg
+```{figure} ../../../data/how-to/llm-fine-tuning-optimization/ck-operation_flow.jpg
 Operation flow.
 ```
 
@@ -171,7 +172,7 @@ Here, we use [DeviceBatchedGemmMultiD_Xdl](https://github.com/ROCm/composable_ke
 ================
  ### Figure 5
 ================ -->
-```{figure} ../../data/how-to/llm-fine-tuning-optimization/ck-root_instance.jpg
+```{figure} ../../../data/how-to/llm-fine-tuning-optimization/ck-root_instance.jpg
 Use the ‘DeviceBatchedGemmMultiD_Xdl’ instance as a root.
 ```
 
@@ -421,7 +422,7 @@ Run `python setup.py install` to build and install the extension. It should look
 ================
  ### Figure 6
 ================ -->
-```{figure} ../../data/how-to/llm-fine-tuning-optimization/ck-compilation.jpg
+```{figure} ../../../data/how-to/llm-fine-tuning-optimization/ck-compilation.jpg
 Compilation and installation of the INT8 kernels.
 ```
 
@@ -433,7 +434,7 @@ The implementation architecture of running SmoothQuant models on MI300X GPUs is
 ================
  ### Figure 7
 ================ -->
-```{figure} ../../data/how-to/llm-fine-tuning-optimization/ck-inference_flow.jpg
+```{figure} ../../../data/how-to/llm-fine-tuning-optimization/ck-inference_flow.jpg
 The implementation architecture of running SmoothQuant models on AMD MI300X accelerators.
 ```
 
@@ -459,7 +460,7 @@ Figure 8 shows the performance comparisons between the original FP16 and the Smo
 ================
  ### Figure 8
 ================ -->
-```{figure} ../../data/how-to/llm-fine-tuning-optimization/ck-comparisons.jpg
+```{figure} ../../../data/how-to/llm-fine-tuning-optimization/ck-comparisons.jpg
 Performance comparisons between the original FP16 and the SmoothQuant-quantized INT8 models on a single MI300X accelerator.
 ```
 

docs/how-to/rocm-for-ai/inference-optimization/profiling-and-debugging.rst

@@ -1,12 +1,12 @@
 .. meta::
-   :description: How to fine-tune LLMs with ROCm
-   :keywords: ROCm, LLM, fine-tuning, usage, tutorial, profiling, debugging, performance, Triton
+   :description: How to use ROCm profiling and debugging tools.
+   :keywords: ROCm, LLM, fine-tuning, usage, MI300X, tutorial, profiling, debugging, performance, Triton
 
 ***********************
 Profiling and debugging
 ***********************
 
-This section provides an index for further documentation on  profiling and
+This section provides an index for further documentation on profiling and
 debugging tools and their common usage patterns.
 
 See :ref:`AMD Instinct MI300X™ workload optimization <mi300x-profiling-start>`

docs/how-to/rocm-for-ai/inference-optimization/workload.rst

@@ -152,7 +152,7 @@ address any new bottlenecks that may emerge.
 
 ROCm provides a prebuilt optimized Docker image that has everything required to implement
 the tips in this section. It includes ROCm, vLLM, PyTorch, and tuning files in the CSV 
-format. For more information, see :doc:`/how-to/performance-validation/mi300x/vllm-benchmark`.
+format. For more information, see :doc:`../inference/vllm-benchmark`.
 
 .. _mi300x-profiling-tools:
 
@@ -173,7 +173,7 @@ tools available depending on their specific profiling needs.
   For more information, see
   :doc:`ROCm Compute Profiler documentation <rocprofiler-compute:index>`.
 
-Refer to :doc:`/how-to/llm-fine-tuning-optimization/profiling-and-debugging`
+Refer to :doc:`profiling-and-debugging`
 to explore commonly used profiling tools and their usage patterns.
 
 Once performance bottlenecks are identified, you can implement an informed workload
@@ -412,7 +412,7 @@ usage with ROCm.
 ROCm provides a prebuilt optimized Docker image for validating the performance
 of LLM inference with vLLM on the MI300X accelerator. The Docker image includes
 ROCm, vLLM, PyTorch, and tuning files in the CSV format. For more information,
-see :doc:`/how-to/performance-validation/mi300x/vllm-benchmark`.
+see :doc:`../inference/vllm-benchmark`.
 
 .. _mi300x-vllm-throughput-measurement:
 
@@ -1304,7 +1304,7 @@ performance (reduce latency) and improve benchmarking stability.
 CK provides a rich set of template parameters for generating flexible accelerated 
 computing kernels for difference application scenarios.
 
-See :doc:`/how-to/llm-fine-tuning-optimization/optimizing-with-composable-kernel`
+See :doc:`optimizing-with-composable-kernel`
 for an overview of Composable Kernel GEMM kernels, information on tunable
 parameters, and examples.
 

docs/how-to/rocm-for-ai/inference/deploy-your-model.rst

@@ -1,5 +1,5 @@
 .. meta::
-   :description: How to use ROCm for AI
+   :description: How to deploy your model for AI inference using vLLM and Hugging Face TGI.
    :keywords: ROCm, AI, LLM, train, fine-tune, deploy, FSDP, DeepSpeed, LLaMA, tutorial
 
 ********************
@@ -119,4 +119,4 @@ TGI walkthrough
 vLLM and Hugging Face TGI are robust solutions for anyone looking to deploy LLMs for applications that demand high
 performance, low latency, and scalability.
 
-Visit the topics in :doc:`Using ROCm for AI <index>` to learn about other ROCm-aware solutions for AI development.
+Visit the topics in :doc:`Using ROCm for AI <../index>` to learn about other ROCm-aware solutions for AI development.

docs/how-to/rocm-for-ai/inference/hugging-face-models.rst

@@ -1,5 +1,5 @@
 .. meta::
-   :description: How to use ROCm for AI
+   :description: How to run models from Hugging Face on AMD GPUs.
    :keywords: ROCm, AI, LLM, Hugging Face, Optimum, Flash Attention, GPTQ, ONNX, tutorial
 
 ********************************

docs/how-to/rocm-for-ai/inference/index.rst

@@ -0,0 +1,25 @@
+.. meta::
+   :description: How to use ROCm for AI inference workloads.
+   :keywords: ROCm, AI, machine learning, LLM, AI inference, NLP, GPUs, usage, tutorial
+
+****************************
+Use ROCm for AI inference
+****************************
+AI inference is a process of deploying a trained machine learning model to make predictions or classifications on new data. This commonly involves using the model with real-time data and making quick decisions based on the predictions made by the model.  
+
+Understanding the ROCm™ software platform’s architecture and capabilities is vital for running AI inference. By leveraging the ROCm platform's capabilities, you can harness the power of high-performance computing and efficient resource management to run inference workloads, leading to faster predictions and classifications on real-time data.
+
+Throughout the following topics, this section provides a comprehensive guide to setting up and deploying AI inference on AMD GPUs. This includes instructions on how to install ROCm, how to use Hugging Face Transformers to manage pre-trained models for natural language processing (NLP) tasks, how to validate vLLM on AMD Instinct™ MI300X accelerators and illustrate how to deploy trained models in production environments. 
+
+The AI Developer Hub contains `AMD ROCm tutorials <https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/>`_ for
+training, fine-tuning, and inference. It leverages popular machine learning frameworks on AMD GPUs.
+
+- :doc:`Installing ROCm and machine learning frameworks <install>`
+
+- :doc:`Running models from Hugging Face <hugging-face-models>`
+
+- :doc:`LLM inference frameworks <llm-inference-frameworks>`
+
+- :doc:`Performance validation <vllm-benchmark>`
+
+- :doc:`Deploying your model <deploy-your-model>`