Update HIPIFY.yml

This reverts commit 59e835da9c.

.azuredevops/ci-builds/mathlibs-trigger.yml

@@ -0,0 +1,33 @@
+variables:
+- group: common
+- template: /.azuredevops/variables-global.yml@pipelines_repo
+
+parameters:
+- name: pipelinesRepoRef
+  type: string
+  default: refs/heads/develop
+- name: librariesRepoRef
+  type: string
+  default: refs/heads/develop
+
+resources:
+  repositories:
+  - repository: pipelines_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/ROCm
+    ref: ${{ parameters.pipelinesRepoRef }}
+  - repository: libraries_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/rocm-libraries
+    ref: ${{ parameters.librariesRepoRef }}
+
+trigger: none
+pr: none
+
+jobs:
+  - template: /.azuredevops/ci-builds/mathlibs.yml@pipelines_repo
+    parameters:
+      checkoutRepo: libraries_repo
+      buildDependsOn: false

.azuredevops/ci-builds/mathlibs.yml

@@ -0,0 +1,38 @@
+# entrypoint for kicking off a unified build of the mathlibs
+# this template is designed to be called by another pipeline (llvm, clr, etc.)
+# `buildDependsOn` will need to be set when calling this template
+# passes a `unifiedBuild` param to downstream pipelines, which will prevent duplicate jobs
+# logic needs to be added in individual mathlib pipelines for handling `unifiedBuild`
+
+parameters:
+- name: checkoutRepo
+  type: string
+  default: monorepo
+- name: buildDependsOn
+  type: object
+  default: false
+- name: downstreamComponentMatrix
+  type: object
+  default:
+    - rocRAND:
+      name: rocRAND
+      sparseCheckoutDir: projects/rocrand
+    - rocPRIM:
+      name: rocPRIM
+      sparseCheckoutDir: projects/rocprim
+    - hipBLAS-common:
+      name: hipBLAS-common
+      sparseCheckoutDir: projects/hipblas-common
+    # - composable_kernel:
+    #   name: composable_kernel
+    #   sparseCheckoutDir: projects/composablekernel
+
+jobs:
+- ${{ each component in parameters.downstreamComponentMatrix }}:
+  - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo
+    parameters:
+      checkoutRepo: ${{ parameters.checkoutRepo }}
+      sparseCheckoutDir: ${{ component.sparseCheckoutDir }}
+      buildDependsOn: ${{ parameters.buildDependsOn }}
+      triggerDownstreamJobs: true
+      unifiedBuild: true

.azuredevops/components/HIP.yml

@@ -20,7 +20,7 @@ parameters:
     - ocl-icd-libopencl1
     - ocl-icd-opencl-dev
     - opencl-headers
-    - python3-pip
+    - zlib1g-dev
 - name: pipModules
   type: object
   default:
@@ -35,124 +35,164 @@ parameters:
   type: object
   default:
     - llvm-project
+- name: repos
+  type: object
+  default:
+    cloneRepos:
+      - hip:
+        name: 'HIP'
+        url: 'https://github.com/ROCm/HIP.git'
+        commit: 'efee830'
+      - clr:
+        name: 'clr'
+        url: 'https://github.com/ROCm/clr.git'
+        commit: '78f3cab'
+      - hipother:
+        name: 'hipother'
+        url: 'https://github.com/ROCm/hipother.git'
+        commit: 'e0ff75f'
 
 # hip and clr are tightly-coupled
 # run this same template for both repos
 # any changes for clr should just trigger HIP pipeline
 # similarly for hipother repo, for Nvidia backend
 
+- name: jobMatrix
+  type: object
+  default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
+
 # HIP with AMD backend
 jobs:
-- job: hip_clr_combined_amd
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
-  workspace:
-    clean: all
-  steps:
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
-    parameters:
-      aptPackages: ${{ parameters.aptPackages }}
-      pipModules: ${{ parameters.pipModules }}
-# checkout triggering repo (either HIP or clr)
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-# if this is triggered by HIP repo, matching repo is clr
-# if this is triggered by clr repo, matching repo is HIP
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: matching_repo
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: hipother_repo
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-    parameters:
-      checkoutRef: ${{ parameters.checkoutRef }}
-      dependencyList: ${{ parameters.rocmDependenciesAMD }}
-      aggregatePipeline: ${{ parameters.aggregatePipeline }}
-# compile clr
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: clr
-      cmakeBuildDir: 'clr/build'
-      extraBuildFlags: >-
-        -DHIP_COMMON_DIR=$(Build.SourcesDirectory)/HIP
-        -DHIP_PLATFORM=amd
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-        -DROCM_PATH=$(Agent.BuildDirectory)/rocm
-        -DHIPCC_BIN_DIR=$(Agent.BuildDirectory)/rocm/bin
-        -DCLR_BUILD_HIP=ON
-        -DCLR_BUILD_OCL=ON
-        -GNinja
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
-    parameters:
-      artifactName: amd
-  - 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
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: hip_clr_combined_amd_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        pipModules: ${{ parameters.pipModules }}
+        packageManager: ${{ job.packageManager }}
+    - checkout: none
+    - ${{ each repo in parameters.repos.cloneRepos }}:
+      - task: Bash@3
+        displayName: 'Clone ${{ repo.name }} @ ${{ repo.commit }}'
+        inputs:
+          targetType: inline
+          script: |
+            echo "Cloning ${{ repo.name }}..."
+            git clone ${{ repo.url }} ${{ repo.name }}
+            cd ${{ repo.name }}
+            git checkout ${{ repo.commit }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+      parameters:
+        checkoutRef: ${{ parameters.checkoutRef }}
+        dependencyList: ${{ parameters.rocmDependenciesAMD }}
+        aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        os: ${{ job.os }}
+  # compile clr
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: clr
+        cmakeBuildDir: '$(Build.SourcesDirectory)/clr/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/clr'
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DHIP_COMMON_DIR=$(Build.SourcesDirectory)/HIP
+          -DHIP_PLATFORM=amd
+          -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+          -DROCM_PATH=$(Agent.BuildDirectory)/rocm
+          -DHIPCC_BIN_DIR=$(Agent.BuildDirectory)/rocm/bin
+          -DCLR_BUILD_HIP=ON
+          -DCLR_BUILD_OCL=ON
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        artifactName: amd
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        artifactName: amd
+        os: ${{ job.os }}
+    - 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 }}
-  workspace:
-    clean: all
-  steps:
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
-    parameters:
-      aptPackages: ${{ parameters.aptPackages }}
-      pipModules: ${{ parameters.pipModules }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
-# checkout triggering repo (either HIP or clr)
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-# if this is triggered by HIP repo, matching repo is clr
-# if this is triggered by clr repo, matching repo is HIP
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: matching_repo
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: hipother_repo
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-    parameters:
-      checkoutRef: ${{ parameters.checkoutRef }}
-      dependencyList: ${{ parameters.rocmDependenciesNvidia }}
-      aggregatePipeline: ${{ parameters.aggregatePipeline }}
-  - script: 'ls -1R $(Agent.BuildDirectory)/rocm'
-    displayName: 'Artifact listing'
-# compile clr
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: clr
-      cmakeBuildDir: 'clr/build'
-      extraBuildFlags: >-
-        -DHIP_COMMON_DIR=$(Build.SourcesDirectory)/HIP
-        -DHIP_PLATFORM=nvidia
-        -DHIPCC_BIN_DIR=$(Agent.BuildDirectory)/rocm/bin
-        -DCLR_BUILD_HIP=ON
-        -DCLR_BUILD_OCL=OFF
-        -DHIPNV_DIR=$(Build.SourcesDirectory)/hipother/hipnv
-        -GNinja
-  - 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
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: hip_clr_combined_nvidia_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        pipModules: ${{ parameters.pipModules }}
+        packageManager: ${{ job.packageManager }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+    - checkout: none
+    - ${{ each repo in parameters.repos.cloneRepos }}:
+      - task: Bash@3
+        displayName: 'Clone ${{ repo.name }} @ ${{ repo.commit }}'
+        inputs:
+          targetType: inline
+          script: |
+            echo "Cloning ${{ repo.name }}..."
+            git clone ${{ repo.url }} ${{ repo.name }}
+            cd ${{ repo.name }}
+            git checkout ${{ repo.commit }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+      parameters:
+        checkoutRef: ${{ parameters.checkoutRef }}
+        dependencyList: ${{ parameters.rocmDependenciesNvidia }}
+        aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        os: ${{ job.os }}
+    - script: 'ls -1R $(Agent.BuildDirectory)/rocm'
+      displayName: 'Artifact listing'
+  # compile clr
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: clr
+        cmakeBuildDir: '$(Build.SourcesDirectory)/clr/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/clr'
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DHIP_COMMON_DIR=$(Build.SourcesDirectory)/HIP
+          -DHIP_PLATFORM=nvidia
+          -DHIPCC_BIN_DIR=$(Agent.BuildDirectory)/rocm/bin
+          -DCLR_BUILD_HIP=ON
+          -DCLR_BUILD_OCL=OFF
+          -DHIPNV_DIR=$(Build.SourcesDirectory)/hipother/hipnv
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        artifactName: nvidia
+        os: ${{ job.os }}
+    - 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

@@ -24,101 +24,132 @@ parameters:
     - cuda-toolkit
     - cudnn
 
+- name: jobMatrix
+  type: object
+  default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
+    testJobs:
+      - { os: ubuntu2204, packageManager: apt, target: gfx942 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx90a }
+
 jobs:
-- job: HIPIFY
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  - name: UPSTREAM_LLVM_GIT_URL
-    value: https://github.com/llvm/llvm-project.git
-  - name: UPSTREAM_LLVM_TAG
-    value: llvmorg-18.1.2
-  pool: ${{ variables.MEDIUM_BUILD_POOL }}
-  workspace:
-    clean: all
-  steps:
-  - task: Bash@3
-    displayName: 'Register CUDA packages'
-    inputs:
-      targetType: inline
-      script: |
-        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:
-      aptPackages: ${{ parameters.aptPackages }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
-  - task: Bash@3
-    displayName: git clone upstream llvm-project
-    inputs:
-      targetType: inline
-      script: git clone $(UPSTREAM_LLVM_GIT_URL) --depth=1 --branch $(UPSTREAM_LLVM_TAG) --recurse-submodules
-      workingDirectory: $(Pipeline.Workspace)
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - script: |
-      mkdir -p $(CCACHE_DIR)
-      echo "##vso[task.prependpath]/usr/lib/ccache:/usr/local/cuda/bin"
-    displayName: Update path for cuda and ccache
-  - task: Cache@2
-    displayName: Ccache caching
-    inputs:
-      key: HIPIFY | $(Agent.OS) | "$(UPSTREAM_LLVM_TAG)"
-      path: $(CCACHE_DIR)
-      restoreKeys: HIPIFY | $(Agent.OS)
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: upstream-llvm
-      cmakeBuildDir: $(Pipeline.Workspace)/llvm-project/llvm/build
-      installDir: $(Pipeline.Workspace)/llvm
-      extraBuildFlags: >-
-        -DCMAKE_BUILD_TYPE=Release
-        -DLLVM_ENABLE_PROJECTS=clang
-        -DLLVM_INCLUDE_TESTS=OFF
-        -DCMAKE_CXX_COMPILER_LAUNCHER=ccache
-        -DCMAKE_C_COMPILER_LAUNCHER=ccache
-        -GNinja
-  - task: Bash@3
-    displayName: python install lit
-    inputs:
-      targetType: inline
-      script: sudo python3 $(Pipeline.Workspace)/llvm-project/llvm/utils/lit/setup.py install
-  - task: Bash@3
-    displayName: install FileCheck
-    inputs:
-      targetType: inline
-      script: cp $(Pipeline.Workspace)/llvm-project/llvm/build/bin/FileCheck $(Pipeline.Workspace)/llvm/bin
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: HIPIFY
-      extraBuildFlags: >-
-        -DHIPIFY_CLANG_TESTS=ON
-        -DCMAKE_BUILD_TYPE=Release
-        -DCUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda/targets/x86_64-linux
-        -DCUDA_DNN_ROOT_DIR=/usr/local/cuda/targets/x86_64-linux
-        -DCMAKE_PREFIX_PATH=$(Pipeline.Workspace)/llvm;/usr/local/cuda/targets/x86_64-linux/lib
-        -DLLVM_EXTERNAL_LIT=$(Pipeline.Workspace)/llvm-project/llvm/build/bin/llvm-lit
-      multithreadFlag: -- -j32
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: HIPIFY
-      testDir: $(Build.SourcesDirectory)/build
-      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
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: HIPIFY_build_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        name: 'rocm-ci_ultra_build_pool'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_ultra_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    - name: UPSTREAM_LLVM_GIT_URL
+      value: https://github.com/llvm/llvm-project.git
+    - name: UPSTREAM_LLVM_TAG
+      value: llvmorg-18.1.2
+    workspace:
+      clean: all
+    steps:
+    - task: Bash@3
+      displayName: 'Register CUDA packages'
+      inputs:
+        targetType: inline
+        ${{ if eq(job.os, 'ubuntu2204') }}:
+          script: |
+            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
+        ${{ if eq(job.os, 'almalinux8') }}:
+          script: |
+            sudo dnf config-manager --add-repo https://developer.download.nvidia.com/compute/cuda/repos/rhel8/x86_64/cuda-rhel8.repo
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+    - task: Bash@3
+      displayName: git clone upstream llvm-project
+      inputs:
+        targetType: inline
+        script: git clone $(UPSTREAM_LLVM_GIT_URL) --depth=1 --branch $(UPSTREAM_LLVM_TAG) --recurse-submodules
+        workingDirectory: $(Pipeline.Workspace)
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
+      parameters:
+        checkoutRepo: ${{ parameters.checkoutRepo }}
+    - script: |
+        mkdir -p $(CCACHE_DIR)
+        echo "##vso[task.prependpath]/usr/lib/ccache:/usr/local/cuda/bin"
+      displayName: Update path for cuda and ccache
+    - task: Cache@2
+      displayName: Ccache caching
+      inputs:
+        key: HIPIFY | ${{ job.os }} | "$(UPSTREAM_LLVM_TAG)"
+        path: $(CCACHE_DIR)
+        restoreKeys: HIPIFY | ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: upstream-llvm
+        cmakeBuildDir: $(Pipeline.Workspace)/llvm-project/llvm/build
+        cmakeSourceDir: $(Pipeline.Workspace)/llvm-project/llvm
+        installDir: $(Pipeline.Workspace)/llvm
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_BUILD_TYPE=Release
+          -DLLVM_ENABLE_PROJECTS=clang
+          -DLLVM_INCLUDE_TESTS=OFF
+          -DCMAKE_CXX_COMPILER_LAUNCHER=ccache
+          -DCMAKE_C_COMPILER_LAUNCHER=ccache
+          -GNinja
+    - task: Bash@3
+      displayName: python install lit
+      inputs:
+        targetType: inline
+        script: sudo python3 $(Pipeline.Workspace)/llvm-project/llvm/utils/lit/setup.py install
+    - task: Bash@3
+      displayName: install FileCheck
+      inputs:
+        targetType: inline
+        script: cp $(Pipeline.Workspace)/llvm-project/llvm/build/bin/FileCheck $(Pipeline.Workspace)/llvm/bin
+    # the linker flags will not affect ubuntu2204 builds as the paths do not exist
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: HIPIFY
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DHIPIFY_CLANG_TESTS=ON
+          -DCMAKE_BUILD_TYPE=Release
+          -DCUDA_TOOLKIT_ROOT_DIR=/usr/local/cuda/targets/x86_64-linux
+          -DCUDA_DNN_ROOT_DIR=/usr/local/cuda/targets/x86_64-linux
+          -DCMAKE_PREFIX_PATH=$(Pipeline.Workspace)/llvm;/usr/local/cuda/targets/x86_64-linux/lib
+          -DLLVM_EXTERNAL_LIT=$(Pipeline.Workspace)/llvm-project/llvm/build/bin/llvm-lit
+          -DCMAKE_EXE_LINKER_FLAGS="-L/opt/rh/gcc-toolset-14/root/usr/lib64 -Wl,--copy-dt-needed-entries -lstdc++ -lgcc_s -ldl -lpthread"
+        multithreadFlag: -- -j32
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+      parameters:
+        componentName: HIPIFY
+        testDir: $(Build.SourcesDirectory)/build
+        testExecutable: make
+        testParameters: test-hipify
+        testPublishResults: false
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+    - ${{ if eq(job.os, 'ubuntu2204') }}:
+      - 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/ROCR-Runtime.yml

@@ -20,7 +20,6 @@ parameters:
     - libnuma-dev
     - ninja-build
     - pkg-config
-    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -36,51 +35,63 @@ parameters:
 - name: jobMatrix
   type: object
   default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
     testJobs:
-      - gfx942:
-        target: gfx942
-      - gfx90a:
-        target: gfx90a
+      - { os: ubuntu2204, packageManager: apt, target: gfx942 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx90a }
 
 jobs:
-- job: ROCR_Runtime_build
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-    parameters:
-      checkoutRef: ${{ parameters.checkoutRef }}
-      dependencyList: ${{ parameters.rocmDependencies }}
-      aggregatePipeline: ${{ parameters.aggregatePipeline }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      extraBuildFlags: >-
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-        -DBUILD_SHARED_LIBS=ON
-        -DCMAKE_BUILD_TYPE=Release
-        -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 }}
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: ROCR_Runtime_build_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - 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-rocm.yml
+      parameters:
+        checkoutRef: ${{ parameters.checkoutRef }}
+        dependencyList: ${{ parameters.rocmDependencies }}
+        aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+          -DBUILD_SHARED_LIBS=ON
+          -DCMAKE_BUILD_TYPE=Release
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+    # - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    #   parameters:
+    #     aptPackages: ${{ parameters.aptPackages }}
 
 - ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: ROCR_Runtime_test_${{ job.target }}
-    dependsOn: ROCR_Runtime_build
+  - job: ROCR_Runtime_test_${{ job.os }}_${{ job.target }}
+    dependsOn: ROCR_Runtime_build_${{ job.os }}
     condition:
       and(succeeded(),
         eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
@@ -97,6 +108,7 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
     - task: Bash@3
       displayName: Install libhwloc5
       inputs:
@@ -107,12 +119,15 @@ jobs:
           sudo apt install -y --allow-downgrades ./libhwloc5_1.11.12-3_amd64.deb ./libhwloc-dev_1.11.12-3_amd64.deb
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+      parameters:
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmTestDependencies }}
         gpuTarget: ${{ job.target }}
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
@@ -126,6 +141,9 @@ jobs:
         targetType: 'inline'
         workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest
         script: |
+          if [ -e /opt/rh/gcc-toolset-14/enable ]; then
+            source /opt/rh/gcc-toolset-14/enable
+          fi
           mkdir build && cd build
           cmake -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm ..
           make
@@ -135,6 +153,7 @@ jobs:
         testExecutable: BIN_DIR=$(Build.SourcesDirectory)/libhsakmt/tests/kfdtest/build ./run_kfdtest.sh
         testParameters: '-p core --gtest_output=xml:./test_output.xml --gtest_color=yes'
         testDir: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest/scripts
+        os: ${{ job.os }}
     - task: Bash@3
       displayName: Build rocrtst
       continueOnError: true
@@ -142,6 +161,9 @@ jobs:
         targetType: 'inline'
         workingDirectory: $(Build.SourcesDirectory)/rocrtst/suites/test_common
         script: |
+          if [ -e /opt/rh/gcc-toolset-14/enable ]; then
+            source /opt/rh/gcc-toolset-14/enable
+          fi
           BASE_CLANG_DIR=$(Agent.BuildDirectory)/rocm/llvm/lib/clang
           export NEWEST_CLANG_VER=$(ls -1 $BASE_CLANG_DIR | sort -V | tail -n 1)
           mkdir build && cd build
@@ -159,6 +181,7 @@ 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.target }}
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/ROCdbgapi.yml

@@ -15,7 +15,6 @@ parameters:
   default:
     - cmake
     - ninja-build
-    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -24,37 +23,55 @@ parameters:
     - rocminfo
     - ROCR-Runtime
 
+- name: jobMatrix
+  type: object
+  default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
+
 jobs:
-- job: ROCdbgapi
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-    parameters:
-      checkoutRef: ${{ parameters.checkoutRef }}
-      dependencyList: ${{ parameters.rocmDependencies }}
-      aggregatePipeline: ${{ parameters.aggregatePipeline }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      extraBuildFlags: >-
-        -DCMAKE_BUILD_TYPE=Release
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-        -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 }}
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: ROCdbgapi_build_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - 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-rocm.yml
+      parameters:
+        checkoutRef: ${{ parameters.checkoutRef }}
+        dependencyList: ${{ parameters.rocmDependencies }}
+        aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_BUILD_TYPE=Release
+          -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - 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

@@ -15,6 +15,7 @@ parameters:
   type: object
   default:
     - bison
+    - cmake
     - dejagnu
     - flex
     - libbabeltrace-dev
@@ -39,17 +40,69 @@ parameters:
 - name: jobMatrix
   type: object
   default:
-    buildTestJobs:
+    testJobs:
       - gfx942:
         target: gfx942
       - gfx90a:
         target: gfx90a
 
 jobs:
-- ${{ each job in parameters.jobMatrix.buildTestJobs }}:
-  - job: ROCgdb_build_test_${{ job.target }}
+- job: ROCgdb
+  variables:
+  - group: common
+  - template: /.azuredevops/variables-global.yml
+  - name: PKG_CONFIG_PATH
+    value: $(Agent.BuildDirectory)/rocm/share/pkgconfig
+  pool:
+    vmImage: ${{ variables.BASE_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:
+      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 }}
+      aggregatePipeline: ${{ parameters.aggregatePipeline }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-autotools.yml
+    parameters:
+      configureFlags: >-
+        --program-prefix=roc
+        --enable-64-bit-bfd
+        --enable-targets="x86_64-linux-gnu,amdgcn-amd-amdhsa"
+        --disable-ld
+        --disable-gas
+        --disable-gdbserver
+        --disable-sim
+        --enable-tui
+        --disable-gdbtk
+        --disable-shared
+        --disable-gprofng
+        --with-expat
+        --with-system-zlib
+        --without-guile
+        --with-babeltrace
+        --with-lzma
+        --with-python=python3
+        --with-rocm-dbgapi=$(Agent.BuildDirectory)/rocm
+        LDFLAGS="-Wl,--enable-new-dtags,-rpath=$(Agent.BuildDirectory)/rocm/lib"
+      makeCallPrefix: LD_RUN_PATH='${ORIGIN}/../lib'
+  - 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
+
+- ${{ each job in parameters.jobMatrix.testJobs }}:
+  - job: ROCgdb_test_${{ job.target }}
+    dependsOn: ROCgdb
     condition:
-      and(
+      and(succeeded(),
         eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
         not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
         eq(${{ parameters.aggregatePipeline }}, False)
@@ -99,8 +152,6 @@ jobs:
           --with-rocm-dbgapi=$(Agent.BuildDirectory)/rocm
           LDFLAGS="-Wl,--enable-new-dtags,-rpath=$(Agent.BuildDirectory)/rocm/lib"
         makeCallPrefix: LD_RUN_PATH='${ORIGIN}/../lib'
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     - task: Bash@3
       displayName: Setup test environment
       inputs:
@@ -109,7 +160,6 @@ jobs:
           # Assuming that /opt is no longer persistent across runs, test environments are fully ephemeral
           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

.azuredevops/components/ROCmValidationSuite.yml

@@ -27,6 +27,7 @@ parameters:
   type: object
   default:
     - amdsmi
+    - aomp
     - clr
     - hipBLAS-common
     - hipBLASLt
@@ -43,6 +44,7 @@ parameters:
   type: object
   default:
     - amdsmi
+    - aomp
     - clr
     - hipBLAS-common
     - hipBLASLt
@@ -108,6 +110,7 @@ jobs:
           -DROCM_PATH=$(Agent.BuildDirectory)/rocm
           -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/clang++
           -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+          -DCMAKE_CXX_FLAGS=-I$(Agent.BuildDirectory)/rocm/llvm/include
           -DCPACK_PACKAGING_INSTALL_PREFIX=$(Build.BinariesDirectory)
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml

.azuredevops/components/amdsmi.yml

@@ -16,50 +16,60 @@ parameters:
     - cmake
     - libdrm-dev
     - ninja-build
-    - python3-pip
     - pkg-config
 
 - name: jobMatrix
   type: object
   default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
     testJobs:
-      - gfx942:
-        target: gfx942
-      - gfx90a:
-        target: gfx90a
+      - { os: ubuntu2204, packageManager: apt, target: gfx942 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx90a }
 
 jobs:
-- job: amdsmi_build
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      extraBuildFlags: >-
-        -DBUILD_TESTS=ON
-        -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 }}
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: amdsmi_build_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - 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/build-cmake.yml
+      parameters:
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DBUILD_TESTS=ON
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+    # - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    #   parameters:
+    #     aptPackages: ${{ parameters.aptPackages }}
 
 - ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: amdsmi_test_${{ job.target }}
-    dependsOn: amdsmi_build
+  - job: amdsmi_test_${{ job.os }}_${{ job.target }}
+    dependsOn: amdsmi_build_${{ job.os }}
     condition:
       and(succeeded(),
         eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
@@ -76,8 +86,11 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+      parameters:
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
       parameters:
         runRocminfo: false
@@ -87,6 +100,7 @@ jobs:
         testDir: '$(Agent.BuildDirectory)'
         testExecutable: './rocm/share/amd_smi/tests/amdsmitst'
         testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/aomp.yml

@@ -118,6 +118,7 @@ jobs:
     parameters:
       componentName: extras
       cmakeBuildDir: '$(Build.SourcesDirectory)/aomp-extras/build'
+      cmakeSourceDir: '$(Build.SourcesDirectory)/aomp-extras'
       installDir: '$(Build.BinariesDirectory)/llvm'
       extraBuildFlags: >-
         -DLLVM_DIR=$(Agent.BuildDirectory)/rocm/llvm
@@ -129,6 +130,7 @@ jobs:
     parameters:
       componentName: openmp
       cmakeBuildDir: '$(Build.SourcesDirectory)/llvm-project/openmp/build'
+      cmakeSourceDir: '$(Build.SourcesDirectory)/llvm-project/openmp'
       installDir: '$(Build.BinariesDirectory)/llvm'
       extraBuildFlags: >-
         -DCMAKE_PREFIX_PATH="$(Agent.BuildDirectory)/rocm;$(Build.BinariesDirectory)"
@@ -155,6 +157,7 @@ jobs:
     parameters:
       componentName: offload
       cmakeBuildDir: '$(Build.SourcesDirectory)/llvm-project/offload/build'
+      cmakeSourceDir: '$(Build.SourcesDirectory)/llvm-project/offload'
       installDir: '$(Build.BinariesDirectory)/llvm'
       extraBuildFlags: >-
         -DCMAKE_PREFIX_PATH="$(Agent.BuildDirectory)/rocm;$(Build.BinariesDirectory)"

.azuredevops/components/copyHIP.yml

@@ -26,9 +26,11 @@ jobs:
     parameters:
       componentName: HIP
       pipelineId: $(HIP_PIPELINE_ID)
-  - template:  ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
-    parameters:
-      sourceDir: $(Agent.BuildDirectory)/rocm
+  - task: Bash@3
+    displayName: Copy HIP artifacts
+    inputs:
+      targetType: inline
+      script: cp -a $(Agent.BuildDirectory)/rocm/* $(Build.BinariesDirectory)/
   - 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/hipBLAS-common.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: hipBLAS-common
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -27,6 +46,19 @@ parameters:
     - clr
     - rocminfo
 
+- name: downstreamComponentMatrix
+  type: object
+  default:
+    - hipBLASLt:
+      name: hipBLASLt
+      sparseCheckoutDir: projects/hipblaslt
+      skipUnifiedBuild: 'false'
+      buildDependsOn:
+        gfx942:
+          - hipBLAS_common
+        gfx90a:
+          - hipBLAS_common
+
 jobs:
 - job: hipBLAS_common
   variables:
@@ -46,11 +78,14 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
       checkoutRepo: ${{ parameters.checkoutRepo }}
+      sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
     parameters:
       checkoutRef: ${{ parameters.checkoutRef }}
       dependencyList: ${{ parameters.rocmDependencies }}
       aggregatePipeline: ${{ parameters.aggregatePipeline }}
+      ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       extraBuildFlags: >-
@@ -58,10 +93,26 @@ jobs:
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      componentName: ${{ parameters.componentName }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+    parameters:
+      componentName: ${{ parameters.componentName }}
   - 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
+
+- ${{ if parameters.triggerDownstreamJobs }}:
+  - ${{ each component in parameters.downstreamComponentMatrix }}:
+    - ${{ if not(and(parameters.unifiedBuild, eq(component.skipUnifiedBuild, 'true'))) }}:
+      - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo
+        parameters:
+          checkoutRepo: ${{ parameters.checkoutRepo }}
+          sparseCheckoutDir: ${{ component.sparseCheckoutDir }}
+          buildDependsOn: ${{ component.buildDependsOn }}
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ parameters.componentName }}
+          triggerDownstreamJobs: true
+          unifiedBuild: ${{ parameters.unifiedBuild }}

.azuredevops/components/hipBLASLt.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: hipBLASLt
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -37,6 +56,7 @@ parameters:
     - hipBLAS-common
     - llvm-project
     - rocminfo
+    - rocm-cmake
     - rocm_smi_lib
     - rocprofiler-register
     - ROCR-Runtime
@@ -67,11 +87,25 @@ parameters:
         target: gfx942
       - gfx90a:
         target: gfx90a
+- name: downstreamComponentMatrix
+  type: object
+  default:
+    - rocBLAS:
+      name: rocBLAS
+      sparseCheckoutDir: projects/rocblas
+      skipUnifiedBuild: 'false'
+      buildDependsOn:
+        gfx942:
+          - hipBLASLt_build_gfx942
+        gfx90a:
+          - hipBLASLt_build_gfx90a
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: hipBLASLt_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
     timeoutInMinutes: 300
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -98,12 +132,15 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - task: Bash@3
       displayName: Add ROCm binaries to PATH
       inputs:
@@ -158,9 +195,11 @@ jobs:
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -178,49 +217,65 @@ jobs:
         extraCopyDirectories:
           - deps
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: hipBLASLt_test_${{ job.target }}
-    timeoutInMinutes: 300
-    dependsOn: hipBLASLt_build_${{ job.target }}
-    condition:
-      and(succeeded(),
-        eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-        not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-        eq(${{ parameters.aggregatePipeline }}, False)
-      )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    - name: ROCM_PATH
-      value: $(Agent.BuildDirectory)/rocm
-    pool: ${{ job.target }}_test_pool
-    workspace:
-      clean: all
-    steps:
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
-      parameters:
-        aptPackages: ${{ parameters.aptPackages }}
-        pipModules: ${{ parameters.pipModules }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: hipBLASLt
-        testDir: '$(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.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      timeoutInMinutes: 300
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+        and(succeeded(),
+          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+          eq(${{ parameters.aggregatePipeline }}, False)
+        )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      - name: ROCM_PATH
+        value: $(Agent.BuildDirectory)/rocm
+      pool: ${{ job.target }}_test_pool
+      workspace:
+        clean: all
+      steps:
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+        parameters:
+          aptPackages: ${{ parameters.aptPackages }}
+          pipModules: ${{ parameters.pipModules }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(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.target }}
+
+- ${{ if parameters.triggerDownstreamJobs }}:
+  - ${{ each component in parameters.downstreamComponentMatrix }}:
+    - ${{ if not(and(parameters.unifiedBuild, eq(component.skipUnifiedBuild, 'true'))) }}:
+      - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo
+        parameters:
+          checkoutRepo: ${{ parameters.checkoutRepo }}
+          sparseCheckoutDir: ${{ component.sparseCheckoutDir }}
+          buildDependsOn: ${{ component.buildDependsOn }}
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ parameters.componentName }}
+          triggerDownstreamJobs: true
+          unifiedBuild: ${{ parameters.unifiedBuild }}

.azuredevops/components/hipCUB.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: hipCUB
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -52,7 +71,9 @@ parameters:
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: hipCUB_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -67,12 +88,15 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         extraBuildFlags: >-
@@ -84,9 +108,11 @@ jobs:
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -94,42 +120,47 @@ jobs:
         aptPackages: ${{ parameters.aptPackages }}
         gpuTarget: ${{ job.target }}
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: hipCUB_test_${{ job.target }}
-    dependsOn: hipCUB_build_${{ job.target }}
-    condition:
-      and(succeeded(),
-        eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-        not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-        eq(${{ parameters.aggregatePipeline }}, False)
-      )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    pool: ${{ job.target }}_test_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/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: hipCUB
-        testDir: '$(Agent.BuildDirectory)/rocm/bin/hipcub'
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
-      parameters:
-        aptPackages: ${{ parameters.aptPackages }}
-        environment: test
-        gpuTarget: ${{ job.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+        and(succeeded(),
+          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+          eq(${{ parameters.aggregatePipeline }}, False)
+        )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      pool: ${{ job.target }}_test_pool
+      workspace:
+        clean: all
+      steps:
+      - checkout: none
+      - 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
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(Agent.BuildDirectory)/rocm/bin/hipcub'
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+        parameters:
+          aptPackages: ${{ parameters.aptPackages }}
+          environment: test
+          gpuTarget: ${{ job.target }}

.azuredevops/components/hipRAND.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: hipRAND
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -52,7 +71,9 @@ parameters:
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: hipRAND_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -70,12 +91,15 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         extraBuildFlags: >-
@@ -89,9 +113,11 @@ jobs:
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     # - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -101,42 +127,47 @@ jobs:
     #     extraEnvVars:
     #       - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: hipRAND_test_${{ job.target }}
-    dependsOn: hipRAND_build_${{ job.target }}
-    condition:
-        and(succeeded(),
-          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-          eq(${{ parameters.aggregatePipeline }}, False)
-        )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    pool: ${{ job.target }}_test_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/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: hipRAND
-        testDir: '$(Agent.BuildDirectory)/rocm/bin/hipRAND'
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
-      parameters:
-        aptPackages: ${{ parameters.aptPackages }}
-        environment: test
-        gpuTarget: ${{ job.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+          and(succeeded(),
+            eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+            not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+            eq(${{ parameters.aggregatePipeline }}, False)
+          )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      pool: ${{ job.target }}_test_pool
+      workspace:
+        clean: all
+      steps:
+      - checkout: none
+      - 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
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(Agent.BuildDirectory)/rocm/bin/hipRAND'
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+        parameters:
+          aptPackages: ${{ parameters.aptPackages }}
+          environment: test
+          gpuTarget: ${{ job.target }}

.azuredevops/components/hipSOLVER.yml

@@ -92,7 +92,8 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         componentName: external
-        cmakeBuildDir: 'deps/build'
+        cmakeBuildDir: '$(Build.SourcesDirectory)/deps/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/deps'
         installDir: '$(Pipeline.Workspace)/deps-install'
         extraBuildFlags: >-
           -DBUILD_BOOST=OFF

.azuredevops/components/llvm-project.yml

@@ -14,142 +14,173 @@ parameters:
   type: object
   default:
     - cmake
-    - python3-pip
     - libnuma-dev
     - ninja-build
-    - python-is-python3
-    - zlib1g-dev
     - pkg-config
+    - python-is-python3
+    - python3-pip
+    - zlib1g-dev
 - name: rocmDependencies
   type: object
   default:
     - rocm-cmake
 
+- name: jobMatrix
+  type: object
+  default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
+
 jobs:
-- job: llvm_project
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  - name: HIP_DEVICE_LIB_PATH
-    value: '$(Build.BinariesDirectory)/amdgcn/bitcode'
-  - name: HIP_PATH
-    value: '$(Agent.BuildDirectory)/rocm'
-  pool: ${{ variables.ULTRA_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-    parameters:
-      checkoutRef: ${{ parameters.checkoutRef }}
-      dependencyList: ${{ parameters.rocmDependencies }}
-      skipLlvmSymlink: true
-      aggregatePipeline: ${{ parameters.aggregatePipeline }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: rocm-llvm
-      extraBuildFlags: >-
-        -DCMAKE_PREFIX_PATH="$(Build.BinariesDirectory)/llvm;$(Build.BinariesDirectory)"
-        -DCMAKE_BUILD_TYPE=Release
-        -DLLVM_ENABLE_PROJECTS=clang;lld;clang-tools-extra;mlir;flang
-        -DLLVM_ENABLE_RUNTIMES=compiler-rt;libunwind;libcxx;libcxxabi
-        -DCLANG_ENABLE_AMDCLANG=ON
-        -DLLVM_TARGETS_TO_BUILD=AMDGPU;X86
-        -DLIBCXX_ENABLE_SHARED=OFF
-        -DLIBCXX_ENABLE_STATIC=ON
-        -DLIBCXX_INSTALL_LIBRARY=OFF
-        -DLIBCXX_INSTALL_HEADERS=OFF
-        -DLIBCXXABI_ENABLE_SHARED=OFF
-        -DLIBCXXABI_ENABLE_STATIC=ON
-        -DLIBCXXABI_INSTALL_STATIC_LIBRARY=OFF
-        -DLLVM_BUILD_DOCS=OFF
-        -DLLVM_ENABLE_SPHINX=OFF
-        -DLLVM_ENABLE_ASSERTIONS=OFF
-        -DLLVM_ENABLE_Z3_SOLVER=OFF
-        -DLLVM_ENABLE_ZLIB=ON
-        -DCLANG_DEFAULT_LINKER=lld
-        -DCLANG_DEFAULT_RTLIB=compiler-rt
-        -DCLANG_DEFAULT_UNWINDLIB=libgcc
-        -DSANITIZER_AMDGPU=OFF
-        -DPACKAGE_VENDOR=AMD
-        -DCLANG_LINK_FLANG_LEGACY=ON
-        -DCMAKE_CXX_STANDARD=17
-        -DROCM_LLVM_BACKWARD_COMPAT_LINK=$(Build.BinariesDirectory)/llvm
-        -DROCM_LLVM_BACKWARD_COMPAT_LINK_TARGET=./lib/llvm
-        -GNinja
-      cmakeBuildDir: 'llvm/build'
-      installDir: '$(Build.BinariesDirectory)/llvm'
-# use llvm-lit to run unit tests for llvm, clang, and lld
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: check-llvm
-      testDir: 'llvm/build'
-      testExecutable: './bin/llvm-lit'
-      testParameters: '-q --xunit-xml-output=llvm_test_output.xml --filter-out="live-debug-values-spill-tracking" ./test'
-      testOutputFile: llvm_test_output.xml
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: check-clang
-      testDir: 'llvm/build'
-      testExecutable: './bin/llvm-lit'
-      testParameters: '-q --xunit-xml-output=clang_test_output.xml ./tools/clang/test'
-      testOutputFile: clang_test_output.xml
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: check-lld
-      testDir: 'llvm/build'
-      testExecutable: './bin/llvm-lit'
-      testParameters: '-q --xunit-xml-output=lld_test_output.xml ./tools/lld/test'
-      testOutputFile: lld_test_output.xml
-  - task: CopyFiles@2
-    displayName: Copy FileCheck for Publishing
-    inputs:
-      CleanTargetFolder: false
-      SourceFolder: llvm/build/bin
-      Contents: FileCheck
-      TargetFolder: $(Build.BinariesDirectory)/llvm/bin
-      retryCount: 3
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: device-libs
-      extraBuildFlags: >-
-        -DCMAKE_PREFIX_PATH="$(Build.SourcesDirectory)/llvm/build"
-        -DCMAKE_BUILD_TYPE=Release
-      cmakeBuildDir: 'amd/device-libs/build'
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: comgr
-      extraBuildFlags: >-
-        -DCMAKE_PREFIX_PATH="$(Build.SourcesDirectory)/llvm/build;$(Build.SourcesDirectory)/amd/device-libs/build"
-        -DCOMGR_DISABLE_SPIRV=1
-        -DCMAKE_BUILD_TYPE=Release
-      cmakeBuildDir: 'amd/comgr/build'
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: comgr
-      testParameters: '--output-on-failure --force-new-ctest-process --output-junit comgr_test_output.xml'
-      testDir: 'amd/comgr/build'
-      testOutputFile: comgr_test_output.xml
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: hipcc
-      extraBuildFlags: >-
-        -DCMAKE_BUILD_TYPE=Release
-        -DHIPCC_BACKWARD_COMPATIBILITY=OFF
-      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
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: llvm_project_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        name: 'rocm-ci_ultra_build_pool'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_ultra_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    - name: HIP_DEVICE_LIB_PATH
+      value: '$(Build.BinariesDirectory)/amdgcn/bitcode'
+    - name: HIP_PATH
+      value: '$(Agent.BuildDirectory)/rocm'
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - 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-rocm.yml
+      parameters:
+        checkoutRef: ${{ parameters.checkoutRef }}
+        dependencyList: ${{ parameters.rocmDependencies }}
+        skipLlvmSymlink: true
+        aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: rocm-llvm
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_PREFIX_PATH="$(Build.BinariesDirectory)/llvm;$(Build.BinariesDirectory)"
+          -DCMAKE_BUILD_TYPE=Release
+          -DLLVM_ENABLE_PROJECTS=clang;lld;clang-tools-extra;mlir;flang
+          -DLLVM_ENABLE_RUNTIMES=compiler-rt;libunwind;libcxx;libcxxabi
+          -DCLANG_ENABLE_AMDCLANG=ON
+          -DLLVM_TARGETS_TO_BUILD=AMDGPU;X86
+          -DLIBCXX_ENABLE_SHARED=OFF
+          -DLIBCXX_ENABLE_STATIC=ON
+          -DLIBCXX_INSTALL_LIBRARY=OFF
+          -DLIBCXX_INSTALL_HEADERS=OFF
+          -DLIBCXXABI_ENABLE_SHARED=OFF
+          -DLIBCXXABI_ENABLE_STATIC=ON
+          -DLIBCXXABI_INSTALL_STATIC_LIBRARY=OFF
+          -DLLVM_BUILD_DOCS=OFF
+          -DLLVM_ENABLE_SPHINX=OFF
+          -DLLVM_ENABLE_ASSERTIONS=OFF
+          -DLLVM_ENABLE_Z3_SOLVER=OFF
+          -DLLVM_ENABLE_ZLIB=ON
+          -DCLANG_DEFAULT_LINKER=lld
+          -DCLANG_DEFAULT_RTLIB=compiler-rt
+          -DCLANG_DEFAULT_UNWINDLIB=libgcc
+          -DSANITIZER_AMDGPU=OFF
+          -DPACKAGE_VENDOR=AMD
+          -DCLANG_LINK_FLANG_LEGACY=ON
+          -DCMAKE_CXX_STANDARD=17
+          -DROCM_LLVM_BACKWARD_COMPAT_LINK=$(Build.BinariesDirectory)/llvm
+          -DROCM_LLVM_BACKWARD_COMPAT_LINK_TARGET=./lib/llvm
+          -GNinja
+        cmakeBuildDir: '$(Build.SourcesDirectory)/llvm/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/llvm'
+        installDir: '$(Build.BinariesDirectory)/llvm'
+    # use llvm-lit to run unit tests for llvm, clang, and lld
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+      parameters:
+        componentName: check-llvm
+        testDir: 'llvm/build'
+        testExecutable: './bin/llvm-lit'
+        testParameters: '-q --xunit-xml-output=llvm_test_output.xml --filter-out="live-debug-values-spill-tracking" ./test'
+        testOutputFile: llvm_test_output.xml
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+      parameters:
+        componentName: check-clang
+        testDir: 'llvm/build'
+        testExecutable: './bin/llvm-lit'
+        testParameters: '-q --xunit-xml-output=clang_test_output.xml ./tools/clang/test'
+        testOutputFile: clang_test_output.xml
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+      parameters:
+        componentName: check-lld
+        testDir: 'llvm/build'
+        testExecutable: './bin/llvm-lit'
+        testParameters: '-q --xunit-xml-output=lld_test_output.xml ./tools/lld/test'
+        testOutputFile: lld_test_output.xml
+        os: ${{ job.os }}
+    - task: CopyFiles@2
+      displayName: Copy FileCheck for Publishing
+      inputs:
+        CleanTargetFolder: false
+        SourceFolder: llvm/build/bin
+        Contents: FileCheck
+        TargetFolder: $(Build.BinariesDirectory)/llvm/bin
+        retryCount: 3
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: device-libs
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_PREFIX_PATH="$(Build.SourcesDirectory)/llvm/build"
+          -DCMAKE_BUILD_TYPE=Release
+        cmakeBuildDir: '$(Build.SourcesDirectory)/amd/device-libs/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/amd/device-libs'
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: comgr
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_PREFIX_PATH="$(Build.SourcesDirectory)/llvm/build;$(Build.SourcesDirectory)/amd/device-libs/build"
+          -DCOMGR_DISABLE_SPIRV=1
+          -DCMAKE_BUILD_TYPE=Release
+        cmakeBuildDir: '$(Build.SourcesDirectory)/amd/comgr/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/amd/comgr'
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+      parameters:
+        componentName: comgr
+        testParameters: '--output-on-failure --force-new-ctest-process --output-junit comgr_test_output.xml'
+        testDir: 'amd/comgr/build'
+        testOutputFile: comgr_test_output.xml
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        componentName: hipcc
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_BUILD_TYPE=Release
+          -DHIPCC_BACKWARD_COMPATIBILITY=OFF
+        cmakeBuildDir: '$(Build.SourcesDirectory)/amd/hipcc/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/amd/hipcc'
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+    - ${{ if eq(job.os, 'ubuntu2204') }}:
+      - 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/rdc.yml

@@ -105,6 +105,7 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         cmakeBuildDir: $(Build.SourcesDirectory)/grpc/build
+        cmakeSourceDir: $(Build.SourcesDirectory)/grpc
         installDir: $(Build.SourcesDirectory)/bin
         extraBuildFlags: >-
           -DgRPC_INSTALL=ON

.azuredevops/components/rocAL.yml

@@ -125,6 +125,7 @@ jobs:
       parameters:
         componentName: PyBind11
         cmakeBuildDir: '$(Build.SourcesDirectory)/pybind11/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/pybind11'
         customInstallPath: false
         installEnabled: false
         extraBuildFlags: >-
@@ -141,6 +142,7 @@ jobs:
       parameters:
         componentName: RapidJSON
         cmakeBuildDir: '$(Build.SourcesDirectory)/rapidjson/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/rapidjson'
         customInstallPath: false
         installEnabled: false
         extraBuildFlags: >-
@@ -200,7 +202,6 @@ jobs:
       value: $(Agent.BuildDirectory)/rocm/include/rocal
     pool:
       name: ${{ job.target }}_test_pool
-      demands: firstRenderDeviceAccess
     workspace:
       clean: all
     steps:

.azuredevops/components/rocBLAS.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: rocBLAS
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -73,10 +92,35 @@ parameters:
         target: gfx942
       - gfx90a:
         target: gfx90a
+- name: downstreamComponentMatrix
+  type: object
+  default:
+    # rocSOLVER depends on both rocBLAS and rocPRIM
+    # for a unified build, rocBLAS will be the one to call rocSOLVER
+    - rocSOLVER:
+      name: rocSOLVER
+      sparseCheckoutDir: projects/rocsolver
+      skipUnifiedBuild: 'false'
+      buildDependsOn:
+        gfx942:
+          - rocBLAS_build_gfx942
+        gfx90a:
+          - rocBLAS_build_gfx90a
+      unifiedBuild:
+        downstreamAggregateNames: rocBLAS+rocPRIM
+        buildDependsOn:
+          gfx942:
+            - rocBLAS_build_gfx942
+            - rocPRIM_build_gfx942
+          gfx90a:
+            - rocBLAS_build_gfx90a
+            - rocPRIM_build_gfx90a
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: rocBLAS_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -96,10 +140,12 @@ jobs:
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
         pipModules: ${{ parameters.pipModules }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-cmake-latest.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aocl.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
@@ -107,6 +153,8 @@ jobs:
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         extraBuildFlags: >-
@@ -128,9 +176,11 @@ jobs:
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -145,46 +195,66 @@ jobs:
           - TENSILE_ROCM_OFFLOAD_BUNDLER_PATH:::/home/user/workspace/rocm/llvm/bin/clang-offload-bundler
           - ROCM_PATH:::/home/user/workspace/rocm
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: rocBLAS_test_${{ job.target }}
-    dependsOn: rocBLAS_build_${{ job.target }}
-    condition:
-      and(succeeded(),
-        eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-        not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-        eq(${{ parameters.aggregatePipeline }}, False)
-      )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    pool: ${{ job.target }}_test_pool
-    workspace:
-      clean: all
-    steps:
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
-      parameters:
-        aptPackages: ${{ parameters.aptPackages }}
-        pipModules: ${{ parameters.pipModules }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: rocBLAS
-        testDir: '$(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.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+        and(succeeded(),
+          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+          eq(${{ parameters.aggregatePipeline }}, False)
+        )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      pool: ${{ job.target }}_test_pool
+      workspace:
+        clean: all
+      steps:
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+        parameters:
+          aptPackages: ${{ parameters.aptPackages }}
+          pipModules: ${{ parameters.pipModules }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(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.target }}
+
+- ${{ if parameters.triggerDownstreamJobs }}:
+  - ${{ each component in parameters.downstreamComponentMatrix }}:
+    - ${{ if not(and(parameters.unifiedBuild, eq(component.skipUnifiedBuild, 'true'))) }}:
+      - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo
+        parameters:
+          checkoutRepo: ${{ parameters.checkoutRepo }}
+          sparseCheckoutDir: ${{ component.sparseCheckoutDir }}
+          ${{ if parameters.unifiedBuild }}:
+            buildDependsOn: ${{ component.unifiedBuild.buildDependsOn }}
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ component.unifiedBuild.downstreamAggregateNames }}
+          ${{ else }}:
+            buildDependsOn: ${{ component.buildDependsOn }}
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ parameters.componentName }}
+          triggerDownstreamJobs: true
+          unifiedBuild: ${{ parameters.unifiedBuild }}

.azuredevops/components/rocDecode.yml

@@ -108,7 +108,6 @@ jobs:
       value: $(Agent.BuildDirectory)/rocm
     pool:
       name: ${{ job.target }}_test_pool
-      demands: firstRenderDeviceAccess
     workspace:
       clean: all
     steps:

.azuredevops/components/rocJPEG.yml

@@ -114,7 +114,6 @@ jobs:
       value: $(Agent.BuildDirectory)/rocm
     pool:
       name: ${{ job.target }}_test_pool
-      demands: firstRenderDeviceAccess
     workspace:
       clean: all
     steps:

.azuredevops/components/rocPRIM.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: rocPRIM
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -48,10 +67,44 @@ parameters:
         target: gfx942
       - gfx90a:
         target: gfx90a
+- name: downstreamComponentMatrix
+  type: object
+  default:
+    - rocThrust:
+      name: rocThrust
+      sparseCheckoutDir: projects/rocthrust
+      skipUnifiedBuild: 'false'
+      buildDependsOn:
+        gfx942:
+          - rocPRIM_build_gfx942
+        gfx90a:
+          - rocPRIM_build_gfx90a
+    - hipCUB:
+      name: hipCUB
+      sparseCheckoutDir: projects/hipcub
+      skipUnifiedBuild: 'false'
+      buildDependsOn:
+        gfx942:
+          - rocPRIM_build_gfx942
+        gfx90a:
+          - rocPRIM_build_gfx90a
+    # rocSOLVER depends on both rocBLAS and rocPRIM
+    # for a unified build, rocBLAS will be the one to call rocSOLVER
+    - rocSOLVER:
+      name: rocSOLVER
+      sparseCheckoutDir: projects/rocsolver
+      skipUnifiedBuild: 'true'
+      buildDependsOn:
+        gfx942:
+          - rocPRIM_build_gfx942
+        gfx90a:
+          - rocPRIM_build_gfx90a
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: rocPRIM_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -66,12 +119,15 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         extraBuildFlags: >-
@@ -83,9 +139,11 @@ jobs:
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -93,42 +151,59 @@ jobs:
         aptPackages: ${{ parameters.aptPackages }}
         gpuTarget: ${{ job.target }}
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: rocPRIM_test_${{ job.target }}
-    dependsOn: rocPRIM_build_${{ job.target }}
-    condition:
-      and(succeeded(),
-        eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-        not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-        eq(${{ parameters.aggregatePipeline }}, False)
-      )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    pool: ${{ job.target }}_test_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/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: rocPRIM
-        testDir: '$(Agent.BuildDirectory)/rocm/bin/rocprim'
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
-      parameters:
-        aptPackages: ${{ parameters.aptPackages }}
-        environment: test
-        gpuTarget: ${{ job.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+        and(succeeded(),
+          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+          eq(${{ parameters.aggregatePipeline }}, False)
+        )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      pool: ${{ job.target }}_test_pool
+      workspace:
+        clean: all
+      steps:
+      - checkout: none
+      - 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
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(Agent.BuildDirectory)/rocm/bin/rocprim'
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+        parameters:
+          aptPackages: ${{ parameters.aptPackages }}
+          environment: test
+          gpuTarget: ${{ job.target }}
+
+- ${{ if parameters.triggerDownstreamJobs }}:
+  - ${{ each component in parameters.downstreamComponentMatrix }}:
+    - ${{ if not(and(parameters.unifiedBuild, eq(component.skipUnifiedBuild, 'true'))) }}:
+      - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo
+        parameters:
+          checkoutRepo: ${{ parameters.checkoutRepo }}
+          sparseCheckoutDir: ${{ component.sparseCheckoutDir }}
+          buildDependsOn: ${{ component.buildDependsOn }}
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ parameters.componentName }}
+          triggerDownstreamJobs: true
+          unifiedBuild: ${{ parameters.unifiedBuild }}

.azuredevops/components/rocPyDecode.yml

@@ -168,7 +168,6 @@ jobs:
       value: $(Agent.BuildDirectory)/rocm
     pool:
       name: ${{ job.target }}_test_pool
-      demands: firstRenderDeviceAccess
     workspace:
       clean: all
     steps:

.azuredevops/components/rocRAND.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: rocRAND
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -49,10 +68,24 @@ parameters:
         target: gfx942
       - gfx90a:
         target: gfx90a
+- name: downstreamComponentMatrix
+  type: object
+  default:
+    - hipRAND:
+      name: hipRAND
+      sparseCheckoutDir: projects/hiprand
+      skipUnifiedBuild: 'false'
+      buildDependsOn:
+        gfx942:
+          - rocRAND_build_gfx942
+        gfx90a:
+          - rocRAND_build_gfx90a
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: rocRAND_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -70,12 +103,15 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         extraBuildFlags: >-
@@ -86,9 +122,11 @@ jobs:
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     # - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -98,42 +136,59 @@ jobs:
     #     extraEnvVars:
     #       - HIP_ROCCLR_HOME:::/home/user/workspace/rocm
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: rocRAND_test_${{ job.target }}
-    dependsOn: rocRAND_build_${{ job.target }}
-    condition:
-      and(succeeded(),
-        eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-        not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-        eq(${{ parameters.aggregatePipeline }}, False)
-      )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    pool: ${{ job.target }}_test_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/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: rocRAND
-        testDir: '$(Agent.BuildDirectory)/rocm/bin/rocRAND'
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
-      parameters:
-        aptPackages: ${{ parameters.aptPackages }}
-        environment: test
-        gpuTarget: ${{ job.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+        and(succeeded(),
+          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+          eq(${{ parameters.aggregatePipeline }}, False)
+        )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      pool: ${{ job.target }}_test_pool
+      workspace:
+        clean: all
+      steps:
+      - checkout: none
+      - 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
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(Agent.BuildDirectory)/rocm/bin/rocRAND'
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+        parameters:
+          aptPackages: ${{ parameters.aptPackages }}
+          environment: test
+          gpuTarget: ${{ job.target }}
+
+- ${{ if parameters.triggerDownstreamJobs }}:
+  - ${{ each component in parameters.downstreamComponentMatrix }}:
+    - ${{ if not(and(parameters.unifiedBuild, eq(component.skipUnifiedBuild, 'true'))) }}:
+      - template: /.azuredevops/components/${{ component.name }}.yml@pipelines_repo
+        parameters:
+          checkoutRepo: ${{ parameters.checkoutRepo }}
+          sparseCheckoutDir: ${{ component.sparseCheckoutDir }}
+          buildDependsOn: ${{ component.buildDependsOn }}
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}+${{ parameters.componentName }}
+          triggerDownstreamJobs: true
+          unifiedBuild: ${{ parameters.unifiedBuild }}

.azuredevops/components/rocSOLVER.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: rocSOLVER
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -26,14 +45,12 @@ parameters:
   type: object
   default:
     - clr
-    - hipSPARSE
     - llvm-project
     - rocBLAS
     - rocm-cmake
     - rocminfo
     - rocPRIM
     - ROCR-Runtime
-    - rocSPARSE
 - name: rocmTestDependencies
   type: object
   default:
@@ -67,7 +84,9 @@ parameters:
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: rocSOLVER_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -82,6 +101,7 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - task: Bash@3
       displayName: 'Clone lapack'
       inputs:
@@ -94,6 +114,8 @@ jobs:
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         componentName: lapack
@@ -105,6 +127,7 @@ jobs:
           -DLAPACKE=OFF
           -GNinja
         cmakeBuildDir: '$(Build.SourcesDirectory)/lapack/build'
+        cmakeSourceDir: '$(Build.SourcesDirectory)/lapack'
         installDir: '$(Pipeline.Workspace)/deps-install'
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
@@ -119,9 +142,11 @@ jobs:
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -131,44 +156,48 @@ jobs:
         extraCopyDirectories:
           - deps-install
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: rocSOLVER_test_${{ job.target }}
-    dependsOn: rocSOLVER_build_${{ job.target }}
-    condition:
-      and(succeeded(),
-        eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-        not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-        eq(${{ parameters.aggregatePipeline }}, False)
-      )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    pool: ${{ job.target }}_test_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/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: rocSOLVER
-        testDir: '$(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.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+        and(succeeded(),
+          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+          eq(${{ parameters.aggregatePipeline }}, False)
+        )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      pool: ${{ job.target }}_test_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/local-artifact-download.yml
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(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.target }}

.azuredevops/components/rocThrust.yml

@@ -1,10 +1,29 @@
 parameters:
+- name: componentName
+  type: string
+  default: rocThrust
 - name: checkoutRepo
   type: string
   default: 'self'
 - name: checkoutRef
   type: string
   default: ''
+# monorepo related parameters
+- name: sparseCheckoutDir
+  type: string
+  default: ''
+- name: triggerDownstreamJobs
+  type: boolean
+  default: false
+- name: downstreamAggregateNames
+  type: string
+  default: ''
+- name: buildDependsOn
+  type: object
+  default: null
+- name: unifiedBuild
+  type: boolean
+  default: false
 # set to true if doing full build of ROCm stack
 # and dependencies are pulled from same pipeline
 - name: aggregatePipeline
@@ -24,7 +43,6 @@ parameters:
   type: object
   default:
     - clr
-    - hipRAND
     - llvm-project
     - rocminfo
     - rocPRIM
@@ -37,7 +55,6 @@ parameters:
     - rocminfo
     - rocPRIM
     - ROCR-Runtime
-    - hipRAND
     - rocprofiler-register
 
 - name: jobMatrix
@@ -56,7 +73,9 @@ parameters:
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: rocThrust_build_${{ job.target }}
+  - job: ${{ parameters.componentName }}_build_${{ job.target }}
+    ${{ if parameters.buildDependsOn }}:
+      dependsOn: ${{ parameters.buildDependsOn[job.target] }}
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
@@ -71,12 +90,15 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
       parameters:
         checkoutRepo: ${{ parameters.checkoutRepo }}
+        sparseCheckoutDir: ${{ parameters.sparseCheckoutDir }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        ${{ if parameters.triggerDownstreamJobs }}:
+          downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
         extraBuildFlags: >-
@@ -88,9 +110,11 @@ jobs:
           -DBUILD_TEST=ON
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        componentName: ${{ parameters.componentName }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -98,42 +122,48 @@ jobs:
         aptPackages: ${{ parameters.aptPackages }}
         gpuTarget: ${{ job.target }}
 
-- ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: rocThrust_test_${{ job.target }}
-    dependsOn: rocThrust_build_${{ job.target }}
-    condition:
-      and(succeeded(),
-        eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
-        not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), variables['Build.DefinitionName'])),
-        eq(${{ parameters.aggregatePipeline }}, False)
-      )
-    variables:
-    - group: common
-    - template: /.azuredevops/variables-global.yml
-    pool: ${{ job.target }}_test_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/local-artifact-download.yml
-      parameters:
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-      parameters:
-        checkoutRef: ${{ parameters.checkoutRef }}
-        dependencyList: ${{ parameters.rocmTestDependencies }}
-        gpuTarget: ${{ job.target }}
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-      parameters:
-        componentName: rocThrust
-        testDir: '$(Agent.BuildDirectory)/rocm/bin/rocthrust'
-    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
-      parameters:
-        aptPackages: ${{ parameters.aptPackages }}
-        environment: test
-        gpuTarget: ${{ job.target }}
+- ${{ if eq(parameters.unifiedBuild, False) }}:
+  - ${{ each job in parameters.jobMatrix.testJobs }}:
+    - job: ${{ parameters.componentName }}_test_${{ job.target }}
+      dependsOn: ${{ parameters.componentName }}_build_${{ job.target }}
+      condition:
+        and(succeeded(),
+          eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
+          not(containsValue(split(variables['DISABLED_${{ upper(job.target) }}_TESTS'], ','), '${{ parameters.componentName }}')),
+          eq(${{ parameters.aggregatePipeline }}, False)
+        )
+      variables:
+      - group: common
+      - template: /.azuredevops/variables-global.yml
+      pool: ${{ job.target }}_test_pool
+      workspace:
+        clean: all
+      steps:
+      - checkout: none
+      - 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
+        parameters:
+          preTargetFilter: ${{ parameters.componentName }}
+          gpuTarget: ${{ job.target }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+        parameters:
+          checkoutRef: ${{ parameters.checkoutRef }}
+          dependencyList: ${{ parameters.rocmTestDependencies }}
+          gpuTarget: ${{ job.target }}
+          ${{ if parameters.triggerDownstreamJobs }}:
+            downstreamAggregateNames: ${{ parameters.downstreamAggregateNames }}
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+        parameters:
+          componentName: ${{ parameters.componentName }}
+          testDir: '$(Agent.BuildDirectory)/rocm/bin/rocthrust'
+          testParameters: '--output-on-failure --force-new-ctest-process --output-junit test_output.xml --exclude-regex "scan.hip"'
+      - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+        parameters:
+          aptPackages: ${{ parameters.aptPackages }}
+          environment: test
+          gpuTarget: ${{ job.target }}

.azuredevops/components/rocm-cmake.yml

@@ -16,8 +16,6 @@ parameters:
     - doxygen
     - doxygen-doc
     - ninja-build
-    - python3-pip
-    - python3-sphinx
 - name: pipModules
   type: object
   default:
@@ -25,49 +23,69 @@ parameters:
     - cmake==3.20.5
     - ninja
     - rocm-docs-core
+    - sphinx
+
+- name: jobMatrix
+  type: object
+  default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
 
 jobs:
-- job: rocm_cmake
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_BUILD_POOL }}
-  workspace:
-    clean: all
-  steps:
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
-    parameters:
-      aptPackages: ${{ parameters.aptPackages }}
-      pipModules: ${{ parameters.pipModules }}
-  - task: Bash@3
-    displayName: Add CMake to PATH
-    inputs:
-      targetType: inline
-      script: echo "##vso[task.prependpath]$(python3 -m site --user-base)/bin"
-  - 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/build-cmake.yml
-  - task: Bash@3
-    displayName: CTest setup
-    inputs:
-      targetType: inline
-      script: |
-        python -m pip install -r $(Build.SourcesDirectory)/docs/requirements.txt
-        python -m pip install -r $(Build.SourcesDirectory)/test/docsphinx/docs/.sphinx/requirements.txt
-        git config --global user.email "you@example.com"
-        git config --global user.name "Your Name"
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: rocm-cmake
-      testParameters: '-E "pass-version-parent" --output-on-failure --force-new-ctest-process --output-junit test_output.xml'
-  - 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
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: rocm_cmake_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        pipModules: ${{ parameters.pipModules }}
+        packageManager: ${{ job.packageManager }}
+    - task: Bash@3
+      displayName: Add CMake to PATH
+      inputs:
+        targetType: inline
+        script: echo "##vso[task.prependpath]$(python3 -m site --user-base)/bin"
+    - 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/build-cmake.yml
+      parameters:
+        os: ${{ job.os }}
+    - task: Bash@3
+      displayName: CTest setup
+      inputs:
+        targetType: inline
+        script: |
+          python -m pip install -r $(Build.SourcesDirectory)/docs/requirements.txt
+          python -m pip install -r $(Build.SourcesDirectory)/test/docsphinx/docs/.sphinx/requirements.txt
+          git config --global user.email "you@example.com"
+          git config --global user.name "Your Name"
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+      parameters:
+        componentName: rocm-cmake
+        testParameters: '-E "pass-version-parent" --output-on-failure --force-new-ctest-process --output-junit test_output.xml'
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - 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

.azuredevops/components/rocm-core.yml

@@ -15,39 +15,55 @@ parameters:
   default:
     - cmake
     - ninja-build
-    - python3-pip
+
+- name: jobMatrix
+  type: object
+  default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
 
 jobs:
-- job: rocm_core
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      extraBuildFlags: >-
-        -DCMAKE_CURRENT_BINARY_DIR=$PWD
-        -DCMAKE_CURRENT_SOURCE_DIR=$PWD/../
-        -DCMAKE_VERBOSE_MAKEFILE=1
-        -DCPACK_GENERATOR=DEB
-        -DCPACK_DEBIAN_PACKAGE_RELEASE="local.9999~99.99"
-        -DCPACK_RPM_PACKAGE_RELEASE="local.9999"
-        -DROCM_VERSION="$(NEXT_RELEASE_VERSION)"
-        -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 }}
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: rocm_core_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - 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/build-cmake.yml
+      parameters:
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_CURRENT_BINARY_DIR=$PWD
+          -DCMAKE_CURRENT_SOURCE_DIR=$PWD/../
+          -DCMAKE_VERBOSE_MAKEFILE=1
+          -DCPACK_GENERATOR=DEB
+          -DCPACK_DEBIAN_PACKAGE_RELEASE="local.9999~99.99"
+          -DCPACK_RPM_PACKAGE_RELEASE="local.9999"
+          -DROCM_VERSION="$(NEXT_RELEASE_VERSION)"
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - 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

@@ -183,6 +183,7 @@ jobs:
       parameters:
         componentName: rocm-examples
         testDir: $(Build.SourcesDirectory)/build
+        testParameters: '--output-on-failure --force-new-ctest-process --output-junit test_output.xml --exclude-regex "rocfft_callback"'
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/rocm_smi_lib.yml

@@ -17,50 +17,60 @@ parameters:
     - libdrm-dev
     - ninja-build
     - pkg-config
-    - python3-pip
 
 - name: jobMatrix
   type: object
   default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
     testJobs:
-      - gfx942:
-        target: gfx942
-      - gfx90a:
-        target: gfx90a
+      - { os: ubuntu2204, packageManager: apt, target: gfx942 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx90a }
 
 jobs:
-- job: rocm_smi_lib_build
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      extraBuildFlags: >-
-        -DBUILD_TESTS=ON
-        -DROCM_DEP_ROCMCORE=ON
-        -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 }}
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: rocm_smi_lib_build_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - 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/build-cmake.yml
+      parameters:
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DBUILD_TESTS=ON
+          -DROCM_DEP_ROCMCORE=ON
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
+    # - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
+    #   parameters:
+    #     aptPackages: ${{ parameters.aptPackages }}
 
 - ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: rocm_smi_lib_test_${{ job.target }}
-    dependsOn: rocm_smi_lib_build
+  - job: rocm_smi_lib_test_${{ job.os }}_${{ job.target }}
+    dependsOn: rocm_smi_lib_build_${{ job.os }}
     condition:
       and(succeeded(),
         eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
@@ -77,8 +87,11 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+      parameters:
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
       parameters:
         runRocminfo: false
@@ -88,6 +101,7 @@ jobs:
         testDir: '$(Agent.BuildDirectory)'
         testExecutable: './rocm/share/rocm_smi/rsmitst_tests/rsmitst'
         testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/rocminfo.yml

@@ -17,7 +17,6 @@ parameters:
     - libdrm-amdgpu-dev
     - libdrm-dev
     - ninja-build
-    - python3-pip
 - name: rocmDependencies
   type: object
   default:
@@ -32,49 +31,61 @@ parameters:
 - name: jobMatrix
   type: object
   default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
     testJobs:
-      - gfx942:
-        target: gfx942
-      - gfx90a:
-        target: gfx90a
+      - { os: ubuntu2204, packageManager: apt, target: gfx942 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx90a }
 
 jobs:
-- job: rocminfo
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
-    parameters:
-      checkoutRef: ${{ parameters.checkoutRef }}
-      dependencyList: ${{ parameters.rocmDependencies }}
-      aggregatePipeline: ${{ parameters.aggregatePipeline }}
-      skipLlvmSymlink: true
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      extraBuildFlags: >-
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-        -DROCRTST_BLD_TYPE=release
-        -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
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: rocminfo_build_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+        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-rocm.yml
+      parameters:
+        checkoutRef: ${{ parameters.checkoutRef }}
+        dependencyList: ${{ parameters.rocmDependencies }}
+        aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        skipLlvmSymlink: true
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+      parameters:
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+          -DROCRTST_BLD_TYPE=release
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
 
 - ${{ each job in parameters.jobMatrix.testJobs }}:
   - job: rocminfo_test_${{ job.target }}
-    dependsOn: rocminfo
+    dependsOn: rocminfo_build_${{ job.os }}
     condition:
       and(succeeded(),
         eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
@@ -91,14 +102,18 @@ jobs:
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
         registerROCmPackages: true
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+      parameters:
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmTestDependencies }}
         gpuTarget: ${{ job.target }}
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
       parameters:
         runRocminfo: false
@@ -109,6 +124,7 @@ jobs:
         testExecutable: './rocm/bin/rocminfo'
         testParameters: ''
         testPublishResults: false
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
       parameters:
         componentName: rocm_agent_enumerator
@@ -116,6 +132,7 @@ jobs:
         testExecutable: './rocm/bin/rocm_agent_enumerator'
         testParameters: ''
         testPublishResults: false
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}

.azuredevops/components/rocprofiler-register.yml

@@ -15,40 +15,56 @@ parameters:
   default:
     - cmake
     - ninja-build
-    - python3-pip
+
+- name: jobMatrix
+  type: object
+  default:
+    buildJobs:
+      - { os: ubuntu2204, packageManager: apt }
+      - { os: almalinux8, packageManager: dnf }
 
 jobs:
-- job: rocprofiler_register
-  variables:
-  - group: common
-  - template: /.azuredevops/variables-global.yml
-  pool:
-    vmImage: ${{ variables.BASE_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:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: rocprofiler-register
-      extraBuildFlags: >-
-        -DCMAKE_PREFIX_PATH=$(Build.BinariesDirectory)
-        -DROCPROFILER_REGISTER_BUILD_TESTS=ON
-        -DROCPROFILER_REGISTER_BUILD_SAMPLES=ON
-        -GNinja
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: rocprofiler-register
-  - 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
+- ${{ each job in parameters.jobMatrix.buildJobs }}:
+  - job: rocprofiler_register_${{ job.os }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
+    variables:
+    - group: common
+    - template: /.azuredevops/variables-global.yml
+    workspace:
+      clean: all
+    steps:
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+      parameters:
+        aptPackages: ${{ parameters.aptPackages }}
+        packageManager: ${{ job.packageManager }}
+    - 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/build-cmake.yml
+      parameters:
+        componentName: rocprofiler-register
+        os: ${{ job.os }}
+        extraBuildFlags: >-
+          -DCMAKE_PREFIX_PATH=$(Build.BinariesDirectory)
+          -DROCPROFILER_REGISTER_BUILD_TESTS=ON
+          -DROCPROFILER_REGISTER_BUILD_SAMPLES=ON
+          -GNinja
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+      parameters:
+        componentName: rocprofiler-register
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+      parameters:
+        os: ${{ job.os }}
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+      parameters:
+        os: ${{ job.os }}
+    - 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-systems.yml

@@ -167,7 +167,6 @@ jobs:
       value: $(Agent.BuildDirectory)/rocm
     pool:
       name: ${{ job.target }}_test_pool
-      demands: firstRenderDeviceAccess
     workspace:
       clean: all
     steps:

.azuredevops/components/roctracer.yml

@@ -18,7 +18,7 @@ parameters:
     - graphviz
     - libdrm-amdgpu-dev
     - ninja-build
-    - python3-pip
+    - zlib1g-dev
 - name: pipModules
   type: object
   default:
@@ -45,26 +45,31 @@ parameters:
   type: object
   default:
     buildJobs:
-      - gfx942:
-        target: gfx942
-      - gfx90a:
-        target: gfx90a
+      - { os: ubuntu2204, packageManager: apt, target: gfx942 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx90a }
+      - { os: ubuntu2204, packageManager: apt, target: gfx1100 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx1030 }
+      - { os: almalinux8, packageManager: dnf, target: gfx942 }
+      - { os: almalinux8, packageManager: dnf, target: gfx90a }
+      - { os: almalinux8, packageManager: dnf, target: gfx1100 }
+      - { os: almalinux8, packageManager: dnf, target: gfx1030 }
     testJobs:
-      - gfx942:
-        target: gfx942
-      - gfx90a:
-        target: gfx90a
+      - { os: ubuntu2204, packageManager: apt, target: gfx942 }
+      - { os: ubuntu2204, packageManager: apt, target: gfx90a }
 
 jobs:
 - ${{ each job in parameters.jobMatrix.buildJobs }}:
-  - job: roctracer_build_${{ job.target }}
+  - job: roctracer_build_${{ job.os }}_${{ job.target }}
+    pool:
+      ${{ if eq(job.os, 'ubuntu2204') }}:
+        vmImage: 'ubuntu-22.04'
+      ${{ if eq(job.os, 'almalinux8') }}:
+        name: 'rocm-ci_low_build_pool_alma8'
     variables:
     - group: common
     - template: /.azuredevops/variables-global.yml
     - name: HIP_ROCCLR_HOME
       value: $(Build.BinariesDirectory)/rocm
-    pool:
-      vmImage: ${{ variables.BASE_BUILD_POOL }}
     workspace:
       clean: all
     steps:
@@ -72,6 +77,7 @@ jobs:
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
         pipModules: ${{ parameters.pipModules }}
+        packageManager: ${{ job.packageManager }}
         registerROCmPackages: true
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
@@ -83,21 +89,27 @@ jobs:
         dependencyList: ${{ parameters.rocmDependencies }}
         gpuTarget: ${{ job.target }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
+        os: ${{ job.os }}
+    # the linker flags will not affect ubuntu2204 builds as the paths do not exist
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
       parameters:
+        os: ${{ job.os }}
         extraBuildFlags: >-
           -DCMAKE_BUILD_TYPE=release
           -DROCM_PATH=$(Agent.BuildDirectory)/rocm
-          -DCMAKE_MODULE_PATH=$(Agent.BuildDirectory)/rocm/lib/cmake/hip
-          -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+          -DCMAKE_MODULE_PATH=$(Agent.BuildDirectory)/rocm/lib/cmake/hip;$(Agent.BuildDirectory)/rocm/lib64/cmake/hip
+          -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;
           -DGPU_TARGETS=${{ job.target }}
-          -DAMDGPU_TARGETS=${{ job.target }}
+          -DCMAKE_EXE_LINKER_FLAGS="-L$(Agent.BuildDirectory)/rocm/lib64 -L/opt/rh/gcc-toolset-14/root/usr/lib/gcc/x86_64-redhat-linux/14/"
+          -DCMAKE_POSITION_INDEPENDENT_CODE=ON
           -GNinja
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
       parameters:
+        os: ${{ job.os }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
       parameters:
+        os: ${{ job.os }}
         gpuTarget: ${{ job.target }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-links.yml
     # - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
@@ -108,8 +120,8 @@ jobs:
     #     registerROCmPackages: true
 
 - ${{ each job in parameters.jobMatrix.testJobs }}:
-  - job: roctracer_test_${{ job.target }}
-    dependsOn: roctracer_build_${{ job.target }}
+  - job: roctracer_test_${{ job.os }}_${{ job.target }}
+    dependsOn: roctracer_build_${{ job.os }}_${{ job.target }}
     condition:
       and(succeeded(),
         eq(variables['ENABLE_${{ upper(job.target) }}_TESTS'], 'true'),
@@ -127,17 +139,20 @@ jobs:
       parameters:
         aptPackages: ${{ parameters.aptPackages }}
         pipModules: ${{ parameters.pipModules }}
+        packageManager: ${{ job.packageManager }}
         registerROCmPackages: true
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
       parameters:
         gpuTarget: ${{ job.target }}
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
       parameters:
         checkoutRef: ${{ parameters.checkoutRef }}
         dependencyList: ${{ parameters.rocmTestDependencies }}
         gpuTarget: ${{ job.target }}
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
       parameters:
@@ -146,6 +161,7 @@ jobs:
         testParameters: ''
         testDir: $(Agent.BuildDirectory)
         testPublishResults: false
+        os: ${{ job.os }}
     - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/docker-container.yml
       parameters:
         aptPackages: ${{ parameters.aptPackages }}

.azuredevops/dependencies/grpc.yml

@@ -38,6 +38,7 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       cmakeBuildDir: $(Agent.BuildDirectory)/grpc/build
+      cmakeSourceDir: $(Agent.BuildDirectory)/grpc
       extraBuildFlags: >-
         -DgRPC_INSTALL=ON
         -DgRPC_BUILD_TESTS=OFF

.azuredevops/dependencies/gtest.yml

@@ -38,6 +38,7 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       cmakeBuildDir: $(Agent.BuildDirectory)/googletest/build
+      cmakeSourceDir: $(Agent.BuildDirectory)/googletest
       extraBuildFlags: >-
         -DGTEST_FORCE_SHARED_CRT=ON
         -DCMAKE_DEBUG_POSTFIX=d

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

@@ -3,15 +3,21 @@
 # publish can be toggled off for jobs that produce multiple tarballs
 # for those cases, only publish the last call which puts all the tarballs in one container folder
 parameters:
-- name: artifactName
+- name: componentName
   type: string
-  default: 'drop'
-- name: publish
-  type: boolean
-  default: true
+  default: $(Build.DefinitionName)
 - name: gpuTarget
   type: string
   default: ''
+- name: artifactName
+  type: string
+  default: drop
+- name: publish
+  type: boolean
+  default: true
+- name: os
+  type: string
+  default: 'ubuntu2204'
 
 steps:
 - task: ArchiveFiles@2
@@ -20,7 +26,7 @@ steps:
     includeRootFolder: false
     archiveType: 'tar'
     tarCompression: 'gz'
-    archiveFile: '$(Build.ArtifactStagingDirectory)/$(Build.DefinitionName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.tar.gz'
+    archiveFile: '$(Build.ArtifactStagingDirectory)/${{ parameters.componentName }}_$(Build.BuildId)_$(Build.BuildNumber)_${{ parameters.os }}_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.tar.gz'
 - task: DeleteFiles@1
   displayName: 'Cleanup Staging Area'
   inputs:
@@ -32,7 +38,7 @@ steps:
   inputs:
     workingDirectory: $(Pipeline.Workspace)
     targetType: inline
-    script: echo "$(Build.DefinitionName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.tar.gz" >> pipelineArtifacts.txt
+    script: echo "${{ parameters.componentName }}_$(Build.BuildId)_$(Build.BuildNumber)_${{ parameters.os }}_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.tar.gz" >> pipelineArtifacts.txt
 # then publish it
 - ${{ if parameters.publish }}:
   - task: PublishPipelineArtifact@1

.azuredevops/templates/steps/build-cmake.yml

@@ -1,4 +1,7 @@
 parameters:
+- name: os
+  type: string
+  default: 'ubuntu2204'
 - name: componentName
   type: string
   default: ''
@@ -10,10 +13,10 @@ parameters:
   default: ''
 - name: cmakeBuildDir
   type: string
-  default: 'build'
+  default: $(Agent.BuildDirectory)/s/build
 - name: cmakeSourceDir
   type: string
-  default: '..'
+  default: $(Agent.BuildDirectory)/s
 - name: customBuildTarget
   type: string
   default: ''
@@ -36,17 +39,29 @@ parameters:
   type: boolean
   default: true
 
+# for cmake calls, set env variables for AlmaLinux 8
+# to simulate running source /opt/rh/gcc-toolset-14/enable for the session
+
 steps:
 # create workingDirectory if it does not exist and change into it
 # call cmake from within that directory using $cmakeArgs as its parameters
 - task: CMake@1
   displayName: '${{parameters.componentName }} CMake Flags'
+  ${{ if eq(parameters.os, 'almalinux8')}}:
+    env:
+      PATH: "/opt/rh/gcc-toolset-14/root/usr/bin:$(PATH)"
+      MANPATH: "/opt/rh/gcc-toolset-14/root/usr/share/man:$(MANPATH)"
+      INFOPATH: "/opt/rh/gcc-toolset-14/root/usr/share/info:$(INFOPATH)"
+      PCP_DIR: "/opt/rh/gcc-toolset-14/root"
+      LD_LIBRARY_PATH: "/opt/rh/gcc-toolset-14/root/usr/lib64:/opt/rh/gcc-toolset-14/root/usr/lib:$(LD_LIBRARY_PATH)"
+      PKG_CONFIG_PATH: "/opt/rh/gcc-toolset-14/root/usr/lib64/pkgconfig:$(PKG_CONFIG_PATH)"
   inputs:
     workingDirectory: ${{ parameters.cmakeBuildDir }}
+    runInsideShell: true
     ${{ if eq(parameters.customInstallPath, true) }}:
       cmakeArgs: -DCMAKE_INSTALL_PREFIX=${{ parameters.installDir }} ${{ parameters.extraBuildFlags }} ${{ parameters.cmakeSourceDir }}
     ${{ else }}:
-      cmakeArgs: ${{ parameters.extraBuildFlags }} ..
+      cmakeArgs: ${{ parameters.extraBuildFlags }} ${{ parameters.cmakeSourceDir }}
 - ${{ if parameters.printDiskSpace }}:
   - script: df -h
     displayName: Disk space before build
@@ -54,6 +69,14 @@ steps:
 # i.e., cd $cmakeBuildDir; make $cmakeTargetDir
 - task: CMake@1
   displayName: '${{parameters.componentName }} Build'
+  ${{ if eq(parameters.os, 'almalinux8')}}:
+    env:
+      PATH: "/opt/rh/gcc-toolset-14/root/usr/bin:$(PATH)"
+      MANPATH: "/opt/rh/gcc-toolset-14/root/usr/share/man:$(MANPATH)"
+      INFOPATH: "/opt/rh/gcc-toolset-14/root/usr/share/info:$(INFOPATH)"
+      PCP_DIR: "/opt/rh/gcc-toolset-14/root"
+      LD_LIBRARY_PATH: "/opt/rh/gcc-toolset-14/root/usr/lib64:/opt/rh/gcc-toolset-14/root/usr/lib:$(LD_LIBRARY_PATH)"
+      PKG_CONFIG_PATH: "/opt/rh/gcc-toolset-14/root/usr/lib64/pkgconfig:$(PKG_CONFIG_PATH)"
   inputs:
     workingDirectory: ${{ parameters.cmakeBuildDir }}
     ${{ if eq(parameters.customBuildTarget, '') }}:
@@ -69,6 +92,15 @@ steps:
 - ${{ if eq(parameters.installEnabled, true) }}:
   - task: CMake@1
     displayName: '${{parameters.componentName }} ${{ parameters.cmakeTarget }}'
+    ${{ if eq(parameters.os, 'almalinux8')}}:
+      env:
+        PATH: "/opt/rh/gcc-toolset-14/root/usr/bin:$(PATH)"
+        MANPATH: "/opt/rh/gcc-toolset-14/root/usr/share/man:$(MANPATH)"
+        INFOPATH: "/opt/rh/gcc-toolset-14/root/usr/share/info:$(INFOPATH)"
+        PCP_DIR: "/opt/rh/gcc-toolset-14/root"
+        LD_LIBRARY_PATH: "/opt/rh/gcc-toolset-14/root/usr/lib64:/opt/rh/gcc-toolset-14/root/usr/lib:$(LD_LIBRARY_PATH)"
+        PKG_CONFIG_PATH: "/opt/rh/gcc-toolset-14/root/usr/lib64/pkgconfig:$(PKG_CONFIG_PATH)"
     inputs:
       workingDirectory: ${{ parameters.cmakeBuildDir }}
+      runInsideShell: true
       cmakeArgs: '--build ${{ parameters.cmakeTargetDir }} --target ${{ parameters.cmakeTarget }}'

.azuredevops/templates/steps/checkout.yml

@@ -4,6 +4,9 @@ parameters:
 - name: checkoutRepo
   type: string
   default: 'self'
+- name: sparseCheckoutDir
+  type: string
+  default: ''
 # submodule download behaviour
 # change to 'recursive' for repos with submodules
 - name: submoduleBehaviour
@@ -15,3 +18,13 @@ steps:
     clean: true
     submodules: ${{ parameters.submoduleBehaviour }}
     retryCountOnTaskFailure: 3
+    fetchFilter: blob:none
+    ${{ if ne(parameters.sparseCheckoutDir, '') }}:
+      sparseCheckoutDirectories: ${{ parameters.sparseCheckoutDir }}
+      path: sparse
+  - ${{ if ne(parameters.sparseCheckoutDir, '') }}:
+    - task: Bash@3
+      displayName: Symlink sparse checkout
+      inputs:
+        targetType: inline
+        script: ln -s $(Agent.BuildDirectory)/sparse/${{ parameters.sparseCheckoutDir }} $(Agent.BuildDirectory)/s

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

@@ -0,0 +1,42 @@
+parameters:
+- name: aptPackages
+  type: object
+  default: []
+- name: registerROCmPackages
+  type: boolean
+  default: false
+
+steps:
+- ${{ if eq(parameters.registerROCmPackages, true) }}:
+  - task: Bash@3
+    displayName: 'Register AMDGPU & ROCm repos (apt)'
+    inputs:
+      targetType: inline
+      script: |
+        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
+        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
+        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/$(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
+- task: Bash@3
+  displayName: 'sudo apt-get update'
+  inputs:
+    targetType: inline
+    script: |
+      echo "deb http://archive.ubuntu.com/ubuntu/ jammy main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
+      echo "deb http://archive.ubuntu.com/ubuntu/ jammy-updates main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
+      echo "deb http://archive.ubuntu.com/ubuntu/ jammy-backports main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
+      echo "deb http://archive.ubuntu.com/ubuntu/ jammy-security main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
+      sudo DEBIAN_FRONTEND=noninteractive apt-get --yes update
+- task: Bash@3
+  displayName: 'sudo apt-get fix'
+  inputs:
+    targetType: inline
+    script: sudo DEBIAN_FRONTEND=noninteractive apt-get --yes --fix-broken install
+- ${{ if gt(length(parameters.aptPackages), 0) }}:
+  - task: Bash@3
+    displayName: 'sudo apt-get install ...'
+    inputs:
+      targetType: inline
+      script: sudo DEBIAN_FRONTEND=noninteractive apt-get --yes --fix-missing install ${{ join(' ', parameters.aptPackages) }}

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

@@ -0,0 +1,148 @@
+parameters:
+- name: aptPackages
+  type: object
+  default: []
+- name: registerROCmPackages
+  type: boolean
+  default: false
+# As par of installing gcc toolset and python,
+# the environment will install this base set of dnf packages.
+- name: basePackages
+  type: object
+  default:
+    - epel-release
+    - gcc-toolset-14
+    - gcc-toolset-14-libatomic-devel
+    - git
+    - jq
+    - libquadmath-devel
+    - libstdc++-devel
+    - python3.11
+    - python3.11-pip
+    - vim-common
+    - wget
+# Instead of defining multiple arrays of packages per component,
+# we define a map of apt package names to dnf package names.
+- name: aptToDnfMap
+  type: object
+  default:
+    bison: bison
+    ccache: ccache
+    cmake: cmake
+    cuda-toolkit: cuda-toolkit
+    cudnn: libcudnn9-cuda-11
+    doxygen: doxygen
+    # note: doxygen-doc is not available in dnf
+    # libavcodec-dev, libavformat-dev, libavutil-dev come with ffmpeg-devel
+    ffmpeg: ffmpeg ffmpeg-devel
+    flex: flex
+    # note: g++ is installed by default with gcc-toolset-14
+    # note: gawk is already installed
+    # note: gcc-toolset-14-gfortran is installed by default with gcc-toolset-14
+    # note: git is in the base packages list
+    graphviz: graphviz
+    libbabeltrace-dev: libbabeltrace-devel
+    libbison-dev: bison-devel
+    # note: libdrm-amdgpu1 is not available in dnf
+    libdrm-dev: libdrm-devel
+    libdrm-amdgpu-dev: libdrm-amdgpu-devel
+    libdw-dev: libdw-devel
+    libelf-dev: elfutils-libelf-devel elfutils-devel
+    libffi-dev: libffi-devellibtool
+    libgmp-dev: gmp-devel
+    libgtest-dev: libgtest-devel
+    liblzma-dev: xz-devel
+    libmpfr-dev: mpfr-devel
+    libncurses5-dev: ncurses-devel
+    libnuma-dev: numactl-devel
+    libopenmpi-dev: openmpi-devel
+    libpci-dev: libpciaccess-devel
+    libssl-dev: openssl-devel
+    # note: libstdc++-devel is in the base packages list
+    libsystemd-dev: systemd-devel
+    libtool: libtool
+    # note: libudev-dev is part of systemd-devel
+    libva-amdgpu-dev: libva-amdgpu-devel
+    mesa-amdgpu-va-drivers: mesa-amdgpu-va-drivers
+    mesa-common-dev: mesa-libGL-devel
+    # note: llvm needs ninja-build version newer than what dnf provides
+    ocl-icd-libopencl1: ocl-icd
+    ocl-icd-opencl-dev: ocl-icd-devel
+    opencl-headers: opencl-headers
+    parallel: parallel
+    pkg-config: pkgconf-pkg-config
+    # note: python3 is the default python in AlmaLinux 8
+    python3-dev: python3.11-devel
+    # note: python3.11-pip is already installed when updating to python 3.11
+    # note: python3.11-setuptools is already installed when updating to python 3.11
+    texinfo: texinfo
+    zlib1g-dev: zlib-devel
+
+steps:
+- ${{ if eq(parameters.registerROCmPackages, true) }}:
+  - task: Bash@3
+    displayName: 'Register AMDGPU & ROCm repos (dnf)'
+    inputs:
+      targetType: inline
+      script: |
+        sudo rpm --import https://repo.radeon.com/rocm/rocm.gpg.key
+        echo '[amdgpu]' | sudo tee /etc/yum.repos.d/amdgpu.repo > /dev/null
+        echo "name=amdgpu" | sudo tee --append /etc/yum.repos.d/amdgpu.repo
+        echo "baseurl=https://repo.radeon.com/amdgpu/$(REPO_RADEON_VERSION)/rhel/8.10/main/x86_64/" | sudo tee --append /etc/yum.repos.d/amdgpu.repo
+        echo "enabled=1" | sudo tee --append /etc/yum.repos.d/amdgpu.repo
+        echo "gpgcheck=1" | sudo tee --append /etc/yum.repos.d/amdgpu.repo
+        echo "gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key" | sudo tee --append /etc/yum.repos.d/amdgpu.repo
+        echo '[rocm]' | sudo tee /etc/yum.repos.d/rocm.repo > /dev/null
+        echo "name=ROCm$(REPO_RADEON_VERSION)" | sudo tee --append /etc/yum.repos.d/rocm.repo
+        echo "baseurl=https://repo.radeon.com/rocm/rhel8/$(REPO_RADEON_VERSION)/main/" | sudo tee --append /etc/yum.repos.d/rocm.repo
+        echo "enabled=1" | sudo tee --append /etc/yum.repos.d/rocm.repo
+        echo "gpgcheck=1" | sudo tee --append /etc/yum.repos.d/rocm.repo
+        echo "gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key" | sudo tee --append /etc/yum.repos.d/rocm.repo
+        sudo dnf clean all
+        sudo dnf makecache
+- task: Bash@3
+  displayName: 'Install base dnf packages'
+  inputs:
+    targetType: inline
+    script: |
+      sudo dnf config-manager --set-enabled powertools
+      # rpm fusion free repo for some dependencies
+      sudo dnf -y install https://download1.rpmfusion.org/free/el/rpmfusion-free-release-8.noarch.rpm
+      sudo dnf -y install ${{ join(' ', parameters.basePackages) }}
+- task: Bash@3
+  displayName: 'gcc-toolset-14 environment details'
+  inputs:
+    targetType: inline
+    script: |
+      cat /opt/rh/gcc-toolset-14/enable
+- task: Bash@3
+  displayName: 'Set python 3.11 as default'
+  inputs:
+    targetType: inline
+    script: |
+      sudo dnf -y module disable python36
+      sudo alternatives --set python /usr/bin/python3.11
+      sudo alternatives --set python3 /usr/bin/python3.11
+      python3 --version
+      python3 -m pip install --upgrade pip setuptools wheel
+- ${{ each pkg in parameters.aptPackages }}:
+  # note: llvm needs ninja-build version newer than what dnf provides
+  - ${{ if eq(pkg, 'ninja-build') }}:
+    - task: Bash@3
+      displayName: 'Install ninja 1.11.1'
+      inputs:
+        targetType: inline
+        script: |
+          curl -LO https://github.com/ninja-build/ninja/releases/download/v1.11.1/ninja-linux.zip
+          sudo dnf -y install unzip
+          unzip ninja-linux.zip
+          sudo mv ninja /usr/local/bin/ninja
+          sudo chmod +x /usr/local/bin/ninja
+          echo "##vso[task.prependpath]/usr/local/bin"
+  - ${{ if ne(parameters.aptToDnfMap[pkg], '') }}:
+    - task: Bash@3
+      displayName: 'dnf install ${{ parameters.aptToDnfMap[pkg] }}'
+      inputs:
+        targetType: inline
+        script: |
+          sudo dnf -y install ${{ parameters.aptToDnfMap[pkg] }}

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

@@ -9,56 +9,24 @@ parameters:
 - name: registerROCmPackages
   type: boolean
   default: false
+- name: packageManager
+  type: string
+  default: apt
 
 steps:
-- ${{ if eq(parameters.registerROCmPackages, true) }}:
-  - task: Bash@3
-    displayName: 'Register AMDGPU & ROCm repos'
-    inputs:
-      targetType: inline
-      script: |
-        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
-        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
-        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/$(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
-- task: Bash@3
-  continueOnError: true
-  displayName: 'sudo apt-mark hold firefox'
-  inputs:
-    targetType: inline
-    script: sudo apt-mark hold firefox
-- task: Bash@3
-  displayName: 'sudo apt-get update'
-  inputs:
-    targetType: inline
-    script: |
-      echo "deb http://archive.ubuntu.com/ubuntu/ jammy main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
-      echo "deb http://archive.ubuntu.com/ubuntu/ jammy-updates main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
-      echo "deb http://archive.ubuntu.com/ubuntu/ jammy-backports main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
-      echo "deb http://archive.ubuntu.com/ubuntu/ jammy-security main restricted universe multiverse" | sudo tee -a /etc/apt/sources.list.d/default.list
-      sudo DEBIAN_FRONTEND=noninteractive apt-get --yes update
-- task: Bash@3
-  displayName: 'sudo apt-get upgrade'
-  inputs:
-    targetType: inline
-    script: sudo DEBIAN_FRONTEND=noninteractive apt-get --yes upgrade
-- task: Bash@3
-  displayName: 'sudo apt-get fix'
-  inputs:
-    targetType: inline
-    script: sudo DEBIAN_FRONTEND=noninteractive apt-get --yes --fix-broken install
-- ${{ if gt(length(parameters.aptPackages), 0) }}:
-  - task: Bash@3
-    displayName: 'sudo apt-get install ...'
-    inputs:
-      targetType: inline
-      script: sudo DEBIAN_FRONTEND=noninteractive apt-get --yes --fix-missing install ${{ join(' ', parameters.aptPackages) }}
+- ${{ if eq(parameters.packageManager, 'apt') }}:
+  - template: dependencies-apt.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: ${{ parameters.registerROCmPackages }}
+- ${{ if eq(parameters.packageManager, 'dnf') }}:
+  - template: dependencies-dnf.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      registerROCmPackages: ${{ parameters.registerROCmPackages }}
 - ${{ if gt(length(parameters.pipModules), 0) }}:
   - task: Bash@3
     displayName: 'pip install  ...'
     inputs:
       targetType: inline
-      script: pip install -v --force-reinstall ${{ join(' ', parameters.pipModules) }}
+      script: python3 -m pip install -v --force-reinstall ${{ join(' ', parameters.pipModules) }}

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

@@ -13,6 +13,9 @@ parameters:
 - name: dependencyList
   type: object
   default: []
+- name: os
+  type: string
+  default: 'ubuntu2204'
 - name: gpuTarget
   type: string
   default: ''
@@ -36,6 +39,10 @@ parameters:
 - name: aggregatePipeline
   type: boolean
   default: false
+# monorepo related parameters
+- name: downstreamAggregateNames
+  type: string
+  default: ''
 
 - name: componentVarList
   type: object
@@ -258,7 +265,7 @@ parameters:
     rocPRIM:
       pipelineId: $(ROCPRIM_PIPELINE_ID)
       stagingBranch: develop
-      mainlineBranch: mainline
+      mainlineBranch: develop
       hasGpuTarget: true
     rocprofiler:
       pipelineId: $(ROCPROFILER_PIPELINE_ID)
@@ -361,7 +368,7 @@ steps:
         pipelineId: ${{ parameters.componentVarList[split(dependency, ':')[0]].pipelineId }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
         ${{ if parameters.componentVarList[split(dependency, ':')[0]].hasGpuTarget }}:
-          fileFilter: "${{ split(dependency, ':')[1] }}*${{ parameters.gpuTarget }}"
+          fileFilter: "${{ split(dependency, ':')[1] }}*_${{ parameters.os }}_${{ parameters.gpuTarget }}"
         # dependencySource = staging
         ${{ if eq(parameters.dependencySource, 'staging')}}:
           branchName: ${{ parameters.componentVarList[split(dependency, ':')[0]].stagingBranch }}
@@ -384,6 +391,13 @@ steps:
         ${{ else }}:
           branchName: ${{ parameters.componentVarList[split(dependency, ':')[0]].stagingBranch }}
 # no colon (:) found in this item in the list
+  - ${{ elseif containsValue(split(parameters.downstreamAggregateNames, '+'), dependency) }}:
+    - template: local-artifact-download.yml
+      parameters:
+        ${{ if parameters.componentVarList[dependency].hasGpuTarget }}:
+          gpuTarget: ${{ parameters.gpuTarget }}
+        preTargetFilter: ${{ dependency }}
+        buildType: current
   - ${{ else }}:
     - template: artifact-download.yml
       parameters:
@@ -391,7 +405,9 @@ steps:
         pipelineId: ${{ parameters.componentVarList[dependency].pipelineId }}
         aggregatePipeline: ${{ parameters.aggregatePipeline }}
         ${{ if parameters.componentVarList[dependency].hasGpuTarget }}:
-          fileFilter: ${{ parameters.gpuTarget }}
+          fileFilter: ${{ parameters.os }}_${{ parameters.gpuTarget }}
+        ${{ else }}:
+          fileFilter: ${{ parameters.os }}
         # dependencySource = staging
         ${{ if eq(parameters.dependencySource, 'staging')}}:
           branchName: ${{ parameters.componentVarList[dependency].stagingBranch }}
@@ -419,7 +435,9 @@ steps:
     displayName: Symlink from rocm/llvm to rocm/lib/llvm
     inputs:
       targetType: inline
-      script: sudo ln -s $(Agent.BuildDirectory)/rocm/llvm $(Agent.BuildDirectory)/rocm/lib/llvm
+      script: |
+        sudo mkdir -p $(Agent.BuildDirectory)/rocm/lib
+        sudo ln -s $(Agent.BuildDirectory)/rocm/llvm $(Agent.BuildDirectory)/rocm/lib/llvm
   - task: Bash@3
     displayName: Symlink executables from rocm/llvm/bin to rocm/bin
     inputs:
@@ -463,7 +481,7 @@ steps:
   displayName: 'List downloaded ROCm files'
   inputs:
     targetType: inline
-    script: ls -1R $(Agent.BuildDirectory)/rocm
+    script: ls -la1R $(Agent.BuildDirectory)/rocm
 - ${{ if eq(parameters.skipLibraryLinking, false) }}:
   - task: Bash@3
     displayName: 'Link ROCm shared libraries'
@@ -471,8 +489,10 @@ steps:
       targetType: inline
 # OS ignores if the ROCm lib folder shows up more than once
       script: |
-        echo $(Agent.BuildDirectory)/rocm/lib | sudo tee /etc/ld.so.conf.d/rocm-ci.conf
+        echo $(Agent.BuildDirectory)/rocm/lib | sudo tee -a /etc/ld.so.conf.d/rocm-ci.conf
         echo $(Agent.BuildDirectory)/rocm/llvm/lib | sudo tee -a /etc/ld.so.conf.d/rocm-ci.conf
+        echo $(Agent.BuildDirectory)/rocm/lib64 | sudo tee -a /etc/ld.so.conf.d/rocm-ci.conf
+        echo $(Agent.BuildDirectory)/rocm/llvm/lib64 | sudo tee -a /etc/ld.so.conf.d/rocm-ci.conf
         sudo cat /etc/ld.so.conf.d/rocm-ci.conf
         sudo ldconfig -v
         ldconfig -p

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

@@ -106,6 +106,7 @@ parameters:
   type: object
   default:
     - gfx90a
+    - gfx942
 
 steps:
 # these steps should only be run if there was a failure or warning

.azuredevops/templates/steps/local-artifact-download.yml

@@ -2,6 +2,9 @@
 # It can be overridden to download any artifact from any pipeline, given the appropriate build/pipeline IDs
 
 parameters:
+  - name: os
+    type: string
+    default: 'ubuntu2204'
   - name: gpuTarget
     type: string
     default: ''
@@ -29,25 +32,27 @@ parameters:
 
 steps:
   - task: DownloadPipelineArtifact@2
-    displayName: 'Download Pipeline Build'
+    displayName: Download ${{ parameters.preTargetFilter}}*${{ parameters.os }}_${{ parameters.gpuTarget}}*${{ parameters.postTargetFilter}}
     inputs:
       ${{ if eq(parameters.buildType, 'specific') }}:
         buildType: specific
         buildVersionToDownload: specific
         project: ROCm-CI
-        definition: ${{ parameters.definitionId }}
-        buildId: ${{ parameters.buildId }}
-      itemPattern: '**/*${{ parameters.preTargetFilter }}*${{ parameters.gpuTarget }}*${{ parameters.postTargetFilter }}*'
+        ${{ if ne(parameters.definitionId, 0) }}:
+          definition: ${{ parameters.definitionId }}
+        ${{ if ne(parameters.buildId, 0) }}:
+          buildId: ${{ parameters.buildId }}
+      itemPattern: '**/*${{ parameters.preTargetFilter }}*${{ parameters.os }}_${{ parameters.gpuTarget }}*${{ parameters.postTargetFilter }}*'
       targetPath: $(Pipeline.Workspace)/d
   - task: ExtractFiles@1
-    displayName: 'Extract Pipeline Build'
+    displayName: Extract ${{ parameters.preTargetFilter}}*${{ parameters.os }}_${{ parameters.gpuTarget}}*${{ parameters.postTargetFilter}}
     inputs:
       archiveFilePatterns: '$(Pipeline.Workspace)/d/**/*.tar.gz'
       destinationFolder: '$(Agent.BuildDirectory)/rocm'
       cleanDestinationFolder: false
       overwriteExistingFiles: true
   - task: DeleteFiles@1
-    displayName: 'Clean up Compressed Pipeline Build'
+    displayName: Clean up ${{ parameters.preTargetFilter}}*${{ parameters.os }}_${{ parameters.gpuTarget}}*${{ parameters.postTargetFilter}}
     inputs:
       SourceFolder: '$(Pipeline.Workspace)/d'
       Contents: '/**/*.tar.xz'

.azuredevops/templates/steps/manifest.yml

@@ -1,10 +1,16 @@
 parameters:
-- name: artifactName
+- name: componentName
   type: string
-  default: 'drop'
+  default: $(Build.DefinitionName)
 - name: gpuTarget
   type: string
   default: ''
+- name: artifactName
+  type: string
+  default: drop
+- name: os
+  type: string
+  default: 'ubuntu2204'
 
 steps:
 - task: Bash@3
@@ -55,7 +61,7 @@ steps:
         )
       ' resources.repositories)
 
-      manifest_json=$(Build.ArtifactStagingDirectory)/manifest_$(Build.DefinitionName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.json
+      manifest_json=$(Build.ArtifactStagingDirectory)/manifest_${{ parameters.componentName }}_$(Build.BuildId)_$(Build.BuildNumber)_${{ parameters.os }}_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.json
 
       dependencies=()
       for manifest_file in $(Pipeline.Workspace)/d/**/manifest_*.json; do
@@ -107,7 +113,7 @@ steps:
   inputs:
     targetType: inline
     script: |
-      manifest_html=$(Build.ArtifactStagingDirectory)/manifest_$(Build.DefinitionName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.html
+      manifest_html=$(Build.ArtifactStagingDirectory)/manifest_${{ parameters.componentName }}_$(Build.BuildId)_$(Build.BuildNumber)_${{ parameters.os }}_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.html
       cat <<EOF > $manifest_html
       <html>
       <h1>Manifest</h1>
@@ -148,7 +154,7 @@ steps:
   continueOnError: true
   inputs:
     tabName: Manifest
-    reportDir: $(Build.ArtifactStagingDirectory)/manifest_$(Build.DefinitionName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.html
+    reportDir: $(Build.ArtifactStagingDirectory)/manifest_${{ parameters.componentName }}_$(Build.BuildId)_$(Build.BuildNumber)_${{ parameters.os }}_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.html
 - task: Bash@3
   displayName: Save manifest artifact file name
   condition: always()
@@ -157,5 +163,5 @@ steps:
     workingDirectory: $(Pipeline.Workspace)
     targetType: inline
     script: |
-      echo "manifest_$(Build.DefinitionName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.html" >> pipelineArtifacts.txt
-      echo "manifest_$(Build.DefinitionName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.json" >> pipelineArtifacts.txt
+      echo "manifest_${{ parameters.componentName }}_$(Build.BuildId)_$(Build.BuildNumber)_${{ parameters.os }}_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.html" >> pipelineArtifacts.txt
+      echo "manifest_${{ parameters.componentName }}_$(Build.BuildId)_$(Build.BuildNumber)_${{ parameters.os }}_${{ parameters.gpuTarget }}_${{ parameters.artifactName }}.json" >> pipelineArtifacts.txt

.azuredevops/templates/steps/miopen-get-ck-build.yml

@@ -25,7 +25,7 @@ steps:
       echo "Fetching CK build ID for commit $CK_COMMIT"
       CK_CHECKS_URL="$GH_API/composable_kernel/commits/${CK_COMMIT}/check-runs"
       CK_BUILD_ID=$(curl -s $CK_CHECKS_URL | \
-        jq '.check_runs[] | select(.name == "composable_kernel" and .app.slug == "azure-pipelines") | .details_url' | \
+        jq '.check_runs[] | select(.name == "composable_kernel" and .app.slug == "azure-pipelines" and .conclusion == "success") | .details_url' | \
         tr -d '"' | grep -oP 'buildId=\K\d+')
 
       # If none found, use latest successful CK build instead

.azuredevops/templates/steps/preamble.yml

@@ -3,10 +3,27 @@
 # also display installed components and packages
 steps:
 - task: Bash@3
-  displayName: List apt packages
+  displayName: OS Version
   inputs:
     targetType: inline
-    script: apt list --installed
+    script: cat /etc/os-release
+- task: Bash@3
+  displayName: List installed packages (apt, dnf, or yum)
+  inputs:
+    targetType: inline
+    script: |
+      if command -v apt >/dev/null 2>&1; then
+        echo "Listing installed packages with apt:"
+        apt list --installed
+      elif command -v dnf >/dev/null 2>&1; then
+        echo "Listing installed packages with dnf:"
+        dnf list installed
+      elif command -v yum >/dev/null 2>&1; then
+        echo "Listing installed packages with yum:"
+        yum list installed
+      else
+        echo "No supported package manager found (apt, dnf, yum)."
+      fi
 - task: Bash@3
   displayName: Print Python version
   inputs:
@@ -16,7 +33,7 @@ steps:
   displayName: List Python packages
   inputs:
     targetType: inline
-    script: pip list -v
+    script: python3 -m pip list -v
 # The "Azure Pipelines" agents install CMake in multiple ways, including a standalone install into /usr/local/bin:
 # https://github.com/actions/runner-images/blob/6d939a3ab352a54a021dd67b071577287b6f14a5/images/ubuntu/scripts/build/install-cmake.sh#L27
 # This standalone CMake does not have a fixed version, and is not the same version as the one installed by the package manager

.azuredevops/templates/steps/test.yml

@@ -1,4 +1,7 @@
 parameters:
+- name: os
+  type: string
+  default: 'ubuntu2204'
 - name: componentName
   type: string
   default: ''
@@ -45,7 +48,12 @@ steps:
   continueOnError: ${{ containsValue(parameters.allowPartiallySucceededBuilds, parameters.componentName) }}
   inputs:
     targetType: inline
-    script: ${{ parameters.testExecutable }} ${{ parameters.testParameters }}
+    ${{ if ne(parameters.os, 'almalinux8') }}:
+      script: ${{ parameters.testExecutable }} ${{ parameters.testParameters }}
+    ${{ else }}:
+      script: |
+        source /opt/rh/gcc-toolset-14/enable
+        ${{ parameters.testExecutable }} ${{ parameters.testParameters }}
     workingDirectory: ${{ parameters.testDir }}
 - ${{ if parameters.testPublishResults }}:
   - task: PublishTestResults@2

.azuredevops/variables-global.yml

@@ -258,7 +258,7 @@ variables:
 - name: ROCPRIM_GFX942_TEST_PIPELINE_ID
   value: 180
 - name: ROCPRIM_PIPELINE_ID
-  value: 82
+  value: 273
 - name: ROCPRIM_TAGGED_PIPELINE_ID
   value: 20
 - name: ROCPROFILER_GFX942_TEST_PIPELINE_ID

.wordlist.txt

@@ -34,6 +34,7 @@ Autocast
 BARs
 BLAS
 BMC
+BabelStream
 Blit
 Blockwise
 Bluefield
@@ -138,6 +139,7 @@ GDR
 GDS
 GEMM
 GEMMs
+GFLOPS
 GFortran
 GFXIP
 Gemma
@@ -226,6 +228,7 @@ LM
 LSAN
 LSan
 LTS
+LanguageCrossEntropy
 LoRA
 MEM
 MERCHANTABILITY
@@ -243,6 +246,7 @@ MMIOH
 MMU
 MNIST
 MPI
+MPT
 MSVC
 MVAPICH
 MVFFR
@@ -259,6 +263,7 @@ Meta's
 Miniconda
 MirroredStrategy
 Mixtral
+MosaicML
 Multicore
 Multithreaded
 MyEnvironment
@@ -267,6 +272,7 @@ NBIO
 NBIOs
 NCCL
 NCF
+NFS
 NIC
 NICs
 NLI
@@ -329,6 +335,7 @@ PipelineParallel
 PnP
 PowerEdge
 PowerShell
+Pretrained
 Pretraining
 Profiler's
 PyPi
@@ -494,6 +501,7 @@ ZenDNN
 accuracies
 activations
 addr
+ade
 ai
 alloc
 allocatable
@@ -509,6 +517,7 @@ avx
 awk
 backend
 backends
+bb
 benchmarked
 benchmarking
 bfloat
@@ -532,6 +541,7 @@ cd
 centos
 centric
 changelog
+checkpointing
 chiplet
 cmake
 cmd
@@ -572,6 +582,7 @@ de
 deallocation
 debuggability
 debian
+deepseek
 denoise
 denoised
 denoises
@@ -595,6 +606,7 @@ embeddings
 enablement
 encodings
 endfor
+endif
 endpgm
 enqueue
 env
@@ -637,6 +649,7 @@ hipSPARSELt
 hipTensor
 hipamd
 hipblas
+hipcc
 hipcub
 hipfft
 hipfort
@@ -695,6 +708,7 @@ migratable
 miopen
 miopengemm
 mivisionx
+mixtral
 mjx
 mkdir
 mlirmiopen
@@ -836,6 +850,7 @@ subfolder
 subfolders
 submodule
 submodules
+subnet
 supercomputing
 symlink
 symlinks

CHANGELOG.md

@@ -16,11 +16,24 @@ for a complete overview of this release.
 * Dumping CPER entries from RAS tool `amdsmi_get_gpu_cper_entries()` to Python and C APIs.
   - Dumping CPER entries consist of `amdsmi_cper_hdr_t`.
   - Dumping CPER entries is also enabled in the CLI interface through `sudo amd-smi ras --cper`.
+* `amdsmi_get_gpu_busy_percent` to the C API.
 
-#### Resolved
+#### Changed
+
+* Modified VRAM display for `amd-smi monitor -v`. 
+
+#### Optimized
+
+* Improved load times for CLI commands when the GPU has multiple parititons.
+
+#### Resolved issues
 
 * Fixed partition enumeration in `amd-smi list -e`, `amdsmi_get_gpu_enumeration_info()`, `amdsmi_enumeration_info_t`, `drm_card`, and `drm_render` fields.
 
+#### Known issues
+
+* When using the `--follow` flag with `amd-smi ras --cper`, CPER entries are not streamed continuously as intended. This will be fixed in an upcoming ROCm release.
+
 ```{note}
 See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/release/rocm-rel-6.4/CHANGELOG.md) for details, examples, and in-depth descriptions.
 ```
@@ -29,20 +42,22 @@ See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/release/roc
 
 #### Added
 
-* New debug mask, to print precise code object information for logging.
+* New log mask enumeration `LOG_COMGR` enables logging precise code object information.
 
 #### Changed
 
-* Calling the code object has changed. HIP runtime now uses device bitcode before SPIR-V.
+* HIP runtime uses device bitcode before SPIRV.
+* The implementation of preventing `hipLaunchKernel` latency degradation with number of idle streams is reverted or disabled by default.
 
 #### Optimized
 
-* Improved kernel logging using the demangling shader names.
+* Improved kernel logging includes de-mangling shader names.
+* Refined implementation in HIP APIs `hipEventRecords` and `hipStreamWaitEvent` for performance improvement.
 
 #### Resolved issues
 
-* Stale state during the graph capture. The return error was fixed, and HIP runtime now always uses the latest dependent nodes during `hipEventRecord` capture.
-* Issue of `hipEventRecords` failing to call the `hip::getStream` runtime function.
+* Stale state during the graph capture. The return error was fixed, HIP runtime now always uses the latest dependent nodes during `hipEventRecord` capture.
+* Segmentation fault during kernel execution. HIP runtime now allows maximum stack size as per ISA on the GPU device.
 
 ### **hipBLASLt** (0.12.1)
 
@@ -61,6 +76,16 @@ See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/release/roc
 * Fixed an issue where early termination, in rare circumstances, could cause the application to stop responding by adding synchronization before destroying a proxy thread.
 * Fixed the accuracy issue for the MSCCLPP `allreduce7` kernel in graph mode.
 
+#### Known issues
+
+* When splitting a communicator using `ncclCommSplit` in some GPU configurations, MSCCL initialization can cause a segmentation fault. The recommended workaround is to disable MSCCL with `export RCCL_MSCCL_ENABLE=0`.
+  This issue will be fixed in a future ROCm release.
+
+* Within the RCCL-UnitTests test suite, failures occur in tests ending with the
+  `.ManagedMem` and `.ManagedMemGraph` suffixes. These failures only affect the
+  test results and do not affect the RCCL component itself. This issue will be
+  resolved in a future ROCm release.
+
 ### **rocALUTION** (3.2.3)
 
 #### Added
@@ -100,7 +125,7 @@ See the full [ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/rele
 
 #### Added 
 
-* How-to document for [network performance profiling](https://rocm.docs.amd.com/projects/rocprofiler-systems/en/amd-staging/how-to/nic-profiling.html) for standard Network Interface Cards (NICs).
+* How-to document for [network performance profiling](https://rocm.docs.amd.com/projects/rocprofiler-systems/en/latest/how-to/nic-profiling.html) for standard Network Interface Cards (NICs).
 
 #### Resolved issues
 
@@ -851,6 +876,10 @@ See the full [ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/rele
 #### Added 
 
 - Support for VA-API and rocDecode tracing.
+- Aggregation of MPI data collected across distributed nodes and ranks. The data is concatenated into a single proto file.
+
+#### Changed
+- Backend refactored to use [ROCprofiler-SDK](https://github.com/ROCm/rocprofiler-sdk) rather than [ROCProfiler](https://github.com/ROCm/rocprofiler) and [ROCTracer](https://github.com/ROCm/ROCTracer).
 
 #### Resolved issues
 
@@ -861,9 +890,21 @@ See the full [ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/rele
 - Fixed interruption in config file generation.
 
 - Fixed segmentation fault while running rocprof-sys-instrument.
+- Fixed an issue where running `rocprof-sys-causal` or using the `-I all` option with `rocprof-sys-sample` caused the system to become non-responsive.
+
+- Fixed an issue where sampling multi-GPU Python workloads caused the system to stop responding.
+
+### **ROCm Validation Suite** (1.1.0)
+
+#### Added
+
+* Configuration files for MI210.
+* Support for OCP fp8 data type.
+* GPU index-based CLI execution.
 
 #### Changed
-- Backend refactored to use [ROCprofiler-SDK](https://github.com/ROCm/rocprofiler-sdk) rather than [ROCProfiler](https://github.com/ROCm/rocprofiler) and [ROCTracer](https://github.com/ROCm/ROCTracer).
+
+* JSON logging with updated schema.
 
 ### **rocPRIM** (3.4.0)
 

Manifest6.4.0

@@ -1,81 +0,0 @@
-This XML file does not appear to have any style information associated with it. The document tree is shown below.
-<manifest>
-<remote name="gerritgit" fetch="ssh://gerritgit/" review="gerrit-git.amd.com"/>
-<remote name="lightning-ghemu" fetch="ssh://github-emu/AMD-Lightning-Internal"/>
-<remote name="rocm" fetch="https://github.com/ROCm"/>
-<remote name="rocm-ghemu" fetch="ssh://github-emu/AMD-ROCm-Internal"/>
-<default remote="gerritgit" revision="release/rocm-rel-6.4" sync-j="4" sync-c="true"/>
-<project name="AMDMIGraphX" remote="rocm" revision="908b94a3f0822a4fee89d99c3cfc51cd9c93f2f6" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="MIOpen" remote="rocm" revision="f10c6ed8085cfabf8877294ab44301d8180999e8" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="MIVisionX" remote="rocm" revision="a2b69e5b30f2dbdf66055ec99a2b5559b572f7af" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="OpenCL-CLHPP" remote="rocm-ghemu" revision="6f7e82dee83aea7f277a4b874da309902ea51f6e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="OpenCL-Headers" remote="rocm-ghemu" revision="848d67b6fd471318816a81601d469b086487d18e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="ROCR-Runtime" remote="rocm-ghemu" revision="1d9f08cabd33bd6302add72d0be2bfe0e64eea3a" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="ROCdbgapi" remote="rocm-ghemu" revision="59be7ff0aaafe82feb78f30990c8fdf62838cc98" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="ROCgdb" remote="rocm-ghemu" revision="401bb21f2f3c72bbb90ccce12dc3ef481f9a1d8a" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="ROCmValidationSuite" remote="rocm" revision="5f1a9665f6241b0346c88cfd21a6073628da3593" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="Tensile" remote="rocm" revision="be49885fce2a61b600ae4593f1c2d00c8b4fa11e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="TransferBench" remote="rocm" revision="3ea2f226ec818158ba97e4ee0ec0b589f13f4641" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="amdsmi" remote="rocm-ghemu" revision="e6a209ef809f1b09a424572afd685ec754a9042b" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="aomp" path="openmp-extras/aomp" remote="lightning-ghemu" revision="24932c59c0759a57ee52d327d9a10a2e466e35a7" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="llvmdeps,stage1"/>
-<project name="aomp-extras" path="openmp-extras/aomp-extras" remote="lightning-ghemu" revision="6f8038ada9dec082ea091d30c98c0834669d12a1" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="llvmdeps,stage1"/>
-<project name="aqlprofile" remote="rocm-ghemu" revision="7fae75ec6bf7b1a631707ae859542d733f8a1f43" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="build-infra" path="ROCm" remote="rocm-ghemu" revision="811ec9cc6d1588bf66619365b9b4db96ac6acf68" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="infra"/>
-<project name="clr" remote="rocm-ghemu" revision="a1adcfdd44f4560c0268e36c8afeb94f760dc963" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="composable_kernel" remote="rocm" revision="a8c5bd9b9ad950c3e742877e01cb784da91664e3" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="compute/ec/hip-examples" path="HIP-Examples" revision="41b0cff8077a25390c2bbda827eb9f6f37ec1ef3" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="compute/ec/hip-examples-private" path="hip-examples-private" revision="dc69edb405804987753735a369478503d82ce9c2" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="compute/ec/jenkins-utils" path="jenkins-utils" revision="bb517b014ff055b62d3860addc23ddd06b0c3e6e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="infra,stage1"/>
-<project name="compute/ec/ml-framework-ci" path="ml-framework-ci" revision="83440e22ebf1e9443b6df737224c1e5e2b91e0c4" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="infra,framework"/>
-<project name="compute/ec/packaging/meta" path="meta" revision="c7cffa2e4199da1fd68b8b3568282dd59d49a4df" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="infra,stage1"/>
-<project name="compute/ec/prototype" path="build" revision="d71a2766e11e057e5c698caea8fc4ebc0f72cb3e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="infra,stage1"/>
-<project name="compute/ec/rocm_bandwidth_test" path="rocm_bandwidth_test" revision="84b8ddd2686be9bd3e438126b44e6bb10d94d522" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="flang" path="openmp-extras/flang" remote="lightning-ghemu" revision="390169508a03cecf85d43f5cee41e223355f598f" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="llvmdeps,stage1"/>
-<project name="half" remote="rocm" revision="1ddada225144cac0de8f6b5c0dd9acffd99a2e68" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hip" remote="rocm-ghemu" revision="22b0b2eb9a09e30dca11b213872127f9caa2e1e7" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="hip-tests" remote="rocm-ghemu" revision="dc28111737706aad93e38c2f746ccbc13dbf1b80" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="hipBLAS" remote="rocm" revision="0a335435e9c8a833d7106e4ae5057eb58cea2fef" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipBLAS-common" remote="rocm" revision="7c1566ba4628e777b91511242899b6df48555d04" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipBLASLt" remote="rocm" revision="4d62e135cfb4008cf7b508995cad347a1bc750c8" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipCUB" remote="rocm" revision="a6005943c5804535990429925318e7900eb6e801" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipFFT" remote="rocm" revision="396169c84a2bb3c7ed7245caefe66002138e7c6c" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipRAND" remote="rocm" revision="d2516cc199690fd91abfdc5908ecfd88e3553067" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipSOLVER" remote="rocm" revision="ca0de3c9c95df4345b76cd8a56e72c84b7d5fc79" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipSPARSE" remote="rocm" revision="a6c62e48eb8a2326475f7bbb4705c5b926a5edc8" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipSPARSELt" remote="rocm" revision="f3f4f590a49ae9f9c9ce1451c42db4c2bfd00eed" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipTensor" remote="rocm" revision="e5529b92914be79e4887a92b48b30f88b616c9a5" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipfort" remote="rocm" revision="f3d6aa3e8657d665a43fa2815ca2e49ce39a464a" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="hipify" path="HIPIFY" remote="lightning-ghemu" revision="ed0de49132211c6ddbd40f5cd89b5841e832ac3d" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="llvmdeps,stage1"/>
-<project name="hipother" remote="rocm-ghemu" revision="49b1588f834dbe1a4db1bddb3647a91b15f618b8" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="llvm-project" remote="lightning-ghemu" revision="aa0c041cb49bb50af268504907b7899fec59ae4e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="llvmdeps,stage1"/>
-<project name="rccl" remote="rocm" revision="12f8f61f3a5db87bf158c60fdd5e38a32c903b08" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rdc" remote="rocm-ghemu" revision="0224310c872df0fae56ffc883c50c7f47dc82870" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocAL" remote="rocm" revision="373ef865aca43528559e7a9134f09e49a9e9b7c6" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocALUTION" remote="rocm" revision="cb256de3574a4fcbc6a52ed5986b787173cd6dc2" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocBLAS" remote="rocm" revision="80e5394d6a68901ce48b03da47b33b1e69d58be7" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocDecode" remote="rocm" revision="a2a7b63cad8f90a94e21232b44460a8fb2d52304" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocFFT" remote="rocm" revision="058ba87fdcfdae334dbc8dbe048955b248e9328a" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocJPEG" remote="rocm" revision="73d36d35d90137ffbfcec276bdf973823ef0c0b9" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocPRIM" remote="rocm" revision="d8771ec18ad45c4d697800c22fb21241f22a915f" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocPyDecode" remote="rocm" revision="848e49d29d4d6173fb4b57a9223ce68c049baa28" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocRAND" remote="rocm" revision="4d5d3a88d1898705dadf5c06e7b0400d51a13c36" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocSHMEM" remote="rocm" revision="7702b3c0f3f41baf6a80aa6b22fa90dec1a6801e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocSOLVER" remote="rocm" revision="db754e3f55daab54abb86f17cd6b4066c504e163" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocSPARSE" remote="rocm" revision="4953add0aee37ad26700e8bcd6defbfa6b3a4d08" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocThrust" remote="rocm" revision="6bf2777019827e1a2898547ced9a03bf5024ed7d" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocWMMA" remote="rocm" revision="1a5b6231663fcf3e00abf790aeae843278f16a65" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocm-cmake" remote="rocm" revision="ecc716b97c2239cff00422ed7a43cd52a0839a0e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="rocm-core" remote="rocm-ghemu" revision="73dae9c82ace4fb8e1e4028f86ff0365f21c9f51" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="infra,stage1"/>
-<project name="rocm-examples" remote="rocm" revision="3bbd2987a3b46cfd2c8348c2317042f3ad604e38" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocm_smi_lib" remote="rocm-ghemu" revision="1f242d314916336d6ce5c731f486edfaa8f0b987" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocminfo" remote="rocm-ghemu" revision="6ea2ba38c8e1ab2899acf66878148b1192fd0bee" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocprofiler" remote="rocm-ghemu" revision="40da7312a06f8052f5c148a4709cab64686f881d" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocprofiler-compute" remote="rocm" revision="7b25d958b4e030ea64a24ed0a62dcac1e48193ab" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocprofiler-register-internal" path="rocprofiler-register" remote="rocm-ghemu" revision="7c6cd44f637d400b50b803b0b351be302ad6827d" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocprofiler-sdk-internal" path="rocprofiler-sdk" remote="rocm-ghemu" revision="e8e49fe76971000a42a5a177d9a727d16dd0ebcf" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocprofiler-systems" remote="rocm" revision="2e945e4a08781e13a822f568814e2c434fd8858f" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rocr_debug_agent" remote="rocm-ghemu" revision="9eec1a52a36b5203bbac54a1b442fe9a45b6a43e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="roctracer" remote="rocm-ghemu" revision="f55a6943816641c081aa167c8a45904ddae2ba5e" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="stage1"/>
-<project name="rpp" remote="rocm" revision="5fb204ca7018b87889e061b720c5b06f6b9bce9b" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="mathlibs"/>
-<project name="spirv-llvm-translator" path="llvm-project/llvm/projects/SPIRV-LLVM-Translator" remote="lightning-ghemu" revision="ae12ddbec86765df369b18ac764e170082079819" upstream="release/rocm-rel-6.4" dest-branch="release/rocm-rel-6.4" groups="llvmdeps,stage1"/>
-</manifest>

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=6.4.0
+export ROCM_VERSION=6.4.1
 ~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.4.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=6.4.0
+export ROCM_VERSION=6.4.1
 ~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.4.x -m tools/rocm-build/rocm-${ROCM_VERSION}.xml
 ~/bin/repo sync
 

RELEASE.md

@@ -24,8 +24,6 @@ The release notes provide a summary of notable changes since the previous ROCm r
 
 - [ROCm known issues](#rocm-known-issues)
 
-- [ROCm resolved issues](#rocm-resolved-issues)
-
 - [ROCm upcoming changes](#rocm-upcoming-changes)
 
 ```{note}
@@ -43,6 +41,7 @@ The following are notable new features and improvements in ROCm 6.4.1. For chang
 AMD Instinct MI300X now supports DPX partition mode under NPS2 memory mode. For more partitioning information, see the [Deep dive into the MI300 compute and memory partition modes](https://rocm.blogs.amd.com/software-tools-optimization/compute-memory-modes/README.html) blog and [AMD Instinct MI300X system optimization](https://instinct.docs.amd.com/projects/amdgpu-docs/en/latest/system-optimization/mi300x.html#change-gpu-partition-modes).
 
 ### Introducing the ROCm Data Science toolkit
+
 The ROCm Data Science toolkit (or ROCm-DS) is an open-source software collection for high-performance data science applications built on the core ROCm platform. You can leverage ROCm-DS to accelerate both new and existing data science workloads, allowing you to execute intensive applications with larger datasets at lightning speed. ROCm-DS is in an early access state. Running production workloads is not recommended. For more information, see [AMD ROCm-DS Documentation](https://rocm.docs.amd.com/projects/rocm-ds/en/latest/index.html).
 
 ### ROCm Offline Installer Creator updates
@@ -56,7 +55,7 @@ The ROCm Runfile Installer 6.4.1 adds the following improvements:
 - Performance improvements for detecting a previous ROCm install. 
 - Removal of the extra `opt` directory created for the target during the ROCm installation.  For example, installing to `target=/home/amd` now installs ROCm to `/home/amd/rocm-6.4.1` and not `/home/amd/opt/rocm-6.4.1`. For installs using `target=/`, the installation will continue to use `/opt/`.
 - The Runfile Installer can be used to uninstall any Runfile-based installation of the driver.
-- In the CLI interface, The `postrocm` argument can now be run separately from the `rocm` argument.  In cases where `postrocm` was missed from the initial ROCm install, `postrocm` can now be run on the same target folder. For example, if you install ROCm 6.4.1 using: `install.run target=/myrocm rocm` you can run the post-installation separately using the command `install.run target=/myrocm/rocm-6.4.1 postrocm`.
+- In the CLI interface, the `postrocm` argument can now be run separately from the `rocm` argument.  In cases where `postrocm` was missed from the initial ROCm install, `postrocm` can now be run on the same target folder. For example, if you installed ROCm 6.4.1 using `install.run target=/myrocm rocm`, you can run the post-installation separately using the command `install.run target=/myrocm/rocm-6.4.1 postrocm`.
 
 For more information, see [ROCm Runfile Installer](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/rocm-runfile-installer.html).
 
@@ -64,19 +63,24 @@ For more information, see [ROCm Runfile Installer](https://rocm.docs.amd.com/pro
 
 ROCm documentation continues to be updated to provide clearer and more comprehensive guidance for a wider variety of user needs and use cases.
 
-* [Tutorials for AI developers](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/) have been expanded with five
- new tutorials. These tutorials are Jupyter notebook-based, easy-to-follow documents. They are ideal for AI developers who want to learn about specific topics, including inference, fine-tuning, and training.
+* [Tutorials for AI developers](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/) have been expanded with five new tutorials. These tutorials are Jupyter notebook-based, easy-to-follow documents. They are ideal for AI developers who want to learn about specific topics, including inference, fine-tuning, and training. For more information about the changes, see [Changelog for the AI Developer Hub](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/changelog.html).
 * The [Training a model with LLM Foundry](https://rocm.docs.amd.com/en/latest/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.html) performance testing guide has been added. This guide describes how to use the preconfigured [ROCm/pytorch-training](https://hub.docker.com/layers/rocm/pytorch-training/v25.5/images/sha256-d47850a9b25b4a7151f796a8d24d55ea17bba545573f0d50d54d3852f96ecde5) training environment and [https://github.com/ROCm/MAD](https://github.com/ROCm/MAD) to test the training performance of the LLM Foundry framework on AMD Instinct MI325X and MI300X accelerators using the [MPT-30B](https://huggingface.co/mosaicml/mpt-30b) model.
 * The [Training a model with PyTorch](https://rocm.docs.amd.com/en/latest/how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.html) performance testing guide has been updated to feature the latest [ROCm/pytorch-training](https://hub.docker.com/layers/rocm/pytorch-training/v25.5/images/sha256-d47850a9b25b4a7151f796a8d24d55ea17bba545573f0d50d54d3852f96ecde5) Docker image (a preconfigured training environment with ROCm and PyTorch). Support for [Llama 3.3 70B](https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct) has been added.
 * The [Training a model with JAX MaxText](https://rocm.docs.amd.com/en/latest/how-to/rocm-for-ai/training/benchmark-docker/jax-maxtext.html) performance testing guide has been updated to feature the latest [ROCm/jax-training](https://hub.docker.com/layers/rocm/jax-training/maxtext-v25.5/images/sha256-4e0516358a227cae8f552fb866ec07e2edcf244756f02e7b40212abfbab5217b) Docker image (a preconfigured training environment with ROCm, JAX, and [MaxText](https://github.com/AI-Hypercomputer/maxtext)). Support for [Llama 3.3 70B](https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct) has been added.
-* The [vLLM inference performance testing](https://rocm.docs.amd.com/en/latest/how-to/rocm-for-ai/inference/vllm-benchmark.html?model=pyt_vllm_qwq-32b) guide has been updated to feature the latest [ROCm/vLLM](https://hub.docker.com/layers/rocm/vllm/instinct_main/images/sha256-ad9062dea3483d59dedb17c67f7c49f30eebd6eb37c3fac0a171fb19696cc845) Docker image (a preconfigured environment for inference with ROCm and [vLLM](https://docs.vllm.ai/en/latest/)). Support for the [QwQ-32B](https://huggingface.co/Qwen/QwQ-32B) model has been added.
+* The [vLLM inference performance testing](https://rocm.docs.amd.com/en/latest/how-to/rocm-for-ai/inference/vllm-benchmark.html?model=pyt_vllm_qwq-32b) guide has been updated to feature the latest [ROCm/vLLM](https://hub.docker.com/layers/rocm/vllm/latest/images/sha256-5c8b4436dd0464119d9df2b44c745fadf81512f18ffb2f4b5dc235c71ebe26b4) Docker image (a preconfigured environment for inference with ROCm and [vLLM](https://docs.vllm.ai/en/latest/)). Support for the [QwQ-32B](https://huggingface.co/Qwen/QwQ-32B) model has been added.
 * The [PyTorch inference performance testing](https://rocm.docs.amd.com/en/latest/how-to/rocm-for-ai/inference/pytorch-inference-benchmark.html?model=pyt_clip_inference) guide has been added, featuring the [ROCm/PyTorch](https://hub.docker.com/layers/rocm/pytorch/latest/images/sha256-ab1d350b818b90123cfda31363019d11c0d41a8f12a19e3cb2cb40cf0261137d) Docker image (a preconfigured inference environment with ROCm and PyTorch) with initial support for the [CLIP](https://huggingface.co/laion/CLIP-ViT-B-32-laion2B-s34B-b79K) and [Chai-1](https://huggingface.co/chaidiscovery/chai-1) models.
-* The [Data types and precision support](https://rocm.docs.amd.com/en/latest/reference/precision-support.html) topic has been updated with new information in the library's precision support list.
-* The deep learning frameworks compatibility pages have been updated with new information and are reorganized, making them easier to review. For more information, see [PyTorch compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/pytorch-compatibility.html), [TensorFlow compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/tensorflow-compatibility.html), and [JAX compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/jax-compatibility.html).
 
 ## Operating system and hardware support changes
 
-Operating system and hardware support remain unchanged in this release.
+ROCm 6.4.1 introduces support for the RDNA4 architecture-based [Radeon AI PRO
+R9700](https://www.amd.com/en/products/graphics/workstations/radeon-ai-pro/ai-9000-series/amd-radeon-ai-pro-r9700.html),
+[Radeon RX 9070](https://www.amd.com/en/products/graphics/desktops/radeon/9000-series/amd-radeon-rx-9070.html),
+[Radeon RX 9070 XT](https://www.amd.com/en/products/graphics/desktops/radeon/9000-series/amd-radeon-rx-9070xt.html),
+Radeon RX 9070 GRE, and
+[Radeon RX 9060 XT](https://www.amd.com/en/products/graphics/desktops/radeon/9000-series/amd-radeon-rx-9060xt.html) GPUs
+for compute workloads. These GPUs are supported on Ubuntu 24.04.2, Ubuntu 22.04.5, RHEL 9.6, RHEL 9.5, and RHEL 9.4.
+For details, see the full list of [Supported GPUs
+(Linux)](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html#supported-gpus).
 
 See the [Compatibility
 matrix](../../docs/compatibility/compatibility-matrix.rst)
@@ -107,47 +111,47 @@ 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-6.4.0/index.html">Composable Kernel</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.4.1/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-6.4.0/index.html">MIGraphX</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.4.1/index.html">MIGraphX</a></td>
                 <td>2.12.0</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-6.4.0/index.html">MIOpen</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.4.1/index.html">MIOpen</a></td>
                 <td>3.4.0</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-6.4.0/index.html">MIVisionX</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.4.1/index.html">MIVisionX</a></td>
                 <td>3.2.0</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-6.4.0/index.html">rocAL</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.4.1/index.html">rocAL</a></td>
                 <td>2.2.0</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-6.4.0/index.html">rocDecode</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.4.1/index.html">rocDecode</a></td>
                 <td>0.10.0</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-6.4.0/index.html">rocJPEG</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocJPEG/en/docs-6.4.1/index.html">rocJPEG</a></td>
                 <td>0.8.0</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-6.4.0/index.html">rocPyDecode</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.4.1/index.html">rocPyDecode</a></td>
                 <td>0.3.1</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-6.4.0/index.html">RPP</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.4.1/index.html">RPP</a></td>
                 <td>1.9.10</td>
                 <td><a href="https://github.com/ROCm/rpp"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -156,12 +160,12 @@ Click {fab}`github` to go to the component's source code on GitHub.
             <tr>
                 <th rowspan="2"></th>
                 <th rowspan="2">Communication</th>
-                <td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.4.0/index.html">RCCL</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.4.1/index.html">RCCL</a></td>
                 <td>2.22.3&nbsp;&Rightarrow;&nbsp;<a href="#rccl-2-22-3">2.22.3</td>
                 <td><a href="https://github.com/ROCm/rccl"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-            <td><a href="https://github.com/ROCm/rocSHMEM">rocSHMEM</a></td>
+            <td><a href="https://rocm.docs.amd.com/projects/rocSHMEM/en/docs-6.4.1/index.html">rocSHMEM</a></td>
                 <td>2.0.0</td>
                 <td><a href="https://github.com/ROCm/rocSHMEM"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -170,82 +174,82 @@ 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-6.4.0/index.html">hipBLAS</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.4.1/index.html">hipBLAS</a></td>
                 <td>2.4.0</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-6.4.0/index.html">hipBLASLt</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.4.1/index.html">hipBLASLt</a></td>
                 <td>0.12.0&nbsp;&Rightarrow;&nbsp;<a href="#hipblaslt-0-12-1">0.12.1</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-6.4.0/index.html">hipFFT</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.4.1/index.html">hipFFT</a></td>
                 <td>1.0.18</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-6.4.0/index.html">hipfort</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.4.1/index.html">hipfort</a></td>
                 <td>0.6.0</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-6.4.0/index.html">hipRAND</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.4.1/index.html">hipRAND</a></td>
                 <td>2.12.0</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-6.4.0/index.html">hipSOLVER</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.4.1/index.html">hipSOLVER</a></td>
                 <td>2.4.0</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-6.4.0/index.html">hipSPARSE</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.4.1/index.html">hipSPARSE</a></td>
                 <td>3.2.0</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-6.4.0/index.html">hipSPARSELt</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.4.1/index.html">hipSPARSELt</a></td>
                 <td>0.2.3</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-6.4.0/index.html">rocALUTION</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.4.1/index.html">rocALUTION</a></td>
                 <td>3.2.2&nbsp;&Rightarrow;&nbsp;<a href="#rocalution-3-2-3">3.2.3</td></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-6.4.0/index.html">rocBLAS</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.4.1/index.html">rocBLAS</a></td>
                 <td>4.4.0</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-6.4.0/index.html">rocFFT</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.4.1/index.html">rocFFT</a></td>
                 <td>1.0.32</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-6.4.0/index.html">rocRAND</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.4.1/index.html">rocRAND</a></td>
                 <td>3.3.0</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-6.4.0/index.html">rocSOLVER</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.4.1/index.html">rocSOLVER</a></td>
                 <td>3.28.0</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-6.4.0/index.html">rocSPARSE</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.4.1/index.html">rocSPARSE</a></td>
                 <td>3.4.0</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-6.4.0/index.html">rocWMMA</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.4.1/index.html">rocWMMA</a></td>
                 <td>1.7.0</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-6.4.0/src/index.html">Tensile</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/Tensile/en/docs-6.4.1/src/index.html">Tensile</a></td>
                 <td>4.43.0</td>
                 <td><a href="https://github.com/ROCm/Tensile"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -254,22 +258,22 @@ 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-6.4.0/index.html">hipCUB</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.4.1/index.html">hipCUB</a></td>
                 <td>3.4.0</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-6.4.0/index.html">hipTensor</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.4.1/index.html">hipTensor</a></td>
                 <td>1.5.0</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-6.4.0/index.html">rocPRIM</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.4.1/index.html">rocPRIM</a></td>
                 <td>3.4.0</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-6.4.0/index.html">rocThrust</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.4.1/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>
@@ -278,27 +282,27 @@ 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-6.4.0/index.html">AMD SMI</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.4.1/index.html">AMD SMI</a></td>
                 <td>25.3.0&nbsp;&Rightarrow;&nbsp;<a href="#amd-smi-25-4-2">25.4.2</a></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-6.4.0/index.html">ROCm Data Center Tool</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.4.1/index.html">ROCm Data Center Tool</a></td>
                 <td>0.3.0&nbsp;&Rightarrow;&nbsp;<a href="#rocm-data-center-tool-0-3-0">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-6.4.0/index.html">rocminfo</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.4.1/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-6.4.0/index.html">ROCm SMI</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocm_smi_lib/en/docs-6.4.1/index.html">ROCm SMI</a></td>
                 <td>7.5.0&nbsp;&Rightarrow;&nbsp;<a href="#rocm-smi-7-5-0">7.5.0</a></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-6.4.0/index.html">ROCmValidationSuite</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.4.1/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>
@@ -307,38 +311,38 @@ 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-6.4.0/index.html">ROCm Bandwidth
+                <td><a href="https://rocm.docs.amd.com/projects/rocm_bandwidth_test/en/docs-6.4.1/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-6.4.0/index.html">ROCm Compute Profiler</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-compute/en/docs-6.4.1/index.html">ROCm Compute Profiler</a></td>
                 <td>3.1.0</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-6.4.0/index.html">ROCm Systems Profiler</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-systems/en/docs-6.4.1/index.html">ROCm Systems Profiler</a></td>
                 <td>1.0.0&nbsp;&Rightarrow;&nbsp;<a href="#rocm-systems-profiler-1-0-1">1.0.1</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-6.4.0/index.html">ROCProfiler</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.4.1/index.html">ROCProfiler</a></td>
                 <td>2.0.0</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-6.4.0/index.html">ROCprofiler-SDK</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.4.1/index.html">ROCprofiler-SDK</a></td>
                 <td>0.6.0</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-6.4.0/index.html">ROCTracer</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.4.1/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>
@@ -348,32 +352,32 @@ 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-6.4.0/index.html">HIPIFY</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.4.1/index.html">HIPIFY</a></td>
                 <td>19.0.0</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-6.4.0/index.html">ROCdbgapi</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.4.1/index.html">ROCdbgapi</a></td>
                 <td>0.77.2</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-6.4.0/index.html">ROCm CMake</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.4.1/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-6.4.0/index.html">ROCm Debugger (ROCgdb)</a>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.4.1/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-6.4.0/index.html">ROCr Debug Agent</a>
+                <td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.4.1/index.html">ROCr Debug Agent</a>
                 </td>
                 <td>2.0.4</td>
                 <td><a href="https://github.com/ROCm/rocr_debug_agent/"><i
@@ -383,13 +387,13 @@ Click {fab}`github` to go to the component's source code on GitHub.
         <tbody class="rocm-components-compilers tbody-reverse-zebra">
             <tr>
                 <th rowspan="2" colspan="2">Compilers</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.4.0/index.html">HIPCC</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.4.1/index.html">HIPCC</a></td>
                 <td>1.1.1</td>
-                <td><a href="https://github.com/ROCm/llvm-project/"><i
+                <td><a href="https://github.com/ROCm/llvm-project/tree/amd-staging/amd/hipcc"><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-6.4.0/index.html">llvm-project</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.4.1/index.html">llvm-project</a></td>
                 <td>19.0.0</td>
                 <td><a href="https://github.com/ROCm/llvm-project/"><i
                             class="fab fa-github fa-lg"></i></a></td>
@@ -398,12 +402,12 @@ Click {fab}`github` to go to the component's source code on GitHub.
         <tbody class="rocm-components-runtimes tbody-reverse-zebra">
             <tr>
                 <th rowspan="2" colspan="2">Runtimes</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.4.0/index.html">HIP</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.4.1/index.html">HIP</a></td>
                 <td>6.4.0&nbsp;&Rightarrow;&nbsp;<a href="#hip-6-4-1">6.4.1</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-6.4.0/index.html">ROCr Runtime</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.4.1/index.html">ROCr Runtime</a></td>
                 <td>1.15.0&nbsp;&Rightarrow;&nbsp;<a href="#rocr-runtime-1-15-0">1.15.0</td>
                 <td><a href="https://github.com/ROCm/ROCR-Runtime/"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
@@ -426,11 +430,24 @@ For a historical overview of ROCm component updates, see the {doc}`ROCm consolid
 * Dumping CPER entries from RAS tool `amdsmi_get_gpu_cper_entries()` to Python and C APIs.
   - Dumping CPER entries consist of `amdsmi_cper_hdr_t`.
   - Dumping CPER entries is also enabled in the CLI interface through `sudo amd-smi ras --cper`.
+* `amdsmi_get_gpu_busy_percent` to the C API.
 
-#### Resolved
+#### Changed
+
+* Modified VRAM display for amd-smi monitor -v. 
+
+#### Optimized
+
+* Improved load times for CLI commands when the GPU has multiple parititons.
+
+#### Resolved issues
 
 * Fixed partition enumeration in `amd-smi list -e`, `amdsmi_get_gpu_enumeration_info()`, `amdsmi_enumeration_info_t`, `drm_card`, and `drm_render` fields.
 
+#### Known issues
+
+* When using the `--follow` flag with `amd-smi ras --cper`, CPER entries are not streamed continuously as intended. This will be fixed in an upcoming ROCm release.
+
 ```{note}
 See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/release/rocm-rel-6.4/CHANGELOG.md) for details, examples, and in-depth descriptions.
 ```
@@ -439,20 +456,22 @@ See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/release/roc
 
 #### Added
 
-* New debug mask, to print precise code object information for logging.
+* New log mask enumeration `LOG_COMGR` enables logging precise code object information.
 
 #### Changed
 
-* Calling the code object has changed. HIP runtime now uses device bitcode before SPIR-V.
+* HIP runtime uses device bitcode before SPIRV.
+* The implementation of preventing `hipLaunchKernel` latency degradation with number of idle streams is reverted/disabled by default.
 
 #### Optimized
 
-* Improved kernel logging using the demangling shader names.
+* Improved kernel logging includes de-mangling shader names.
+* Refined implementation in HIP APIs `hipEventRecords` and `hipStreamWaitEvent` for performance improvement.
 
 #### Resolved issues
 
-* Stale state during the graph capture. The return error was fixed, and HIP runtime now always uses the latest dependent nodes during `hipEventRecord` capture.
-* Issue of `hipEventRecords` failing to call the `hip::getStream` runtime function.
+* Stale state during the graph capture. The return error was fixed, HIP runtime now always uses the latest dependent nodes during `hipEventRecord` capture.
+* Segmentation fault during kernel execution. HIP runtime now allows maximum stack size as per ISA on the GPU device.
 
 ### **hipBLASLt** (0.12.1)
 
@@ -471,6 +490,16 @@ See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/release/roc
 * Fixed an issue where early termination, in rare circumstances, could cause the application to stop responding by adding synchronization before destroying a proxy thread.
 * Fixed the accuracy issue for the MSCCLPP `allreduce7` kernel in graph mode.
 
+#### Known issues
+
+* When splitting a communicator using `ncclCommSplit` in some GPU configurations, MSCCL initialization can cause a segmentation fault. The recommended workaround is to disable MSCCL with `export RCCL_MSCCL_ENABLE=0`.
+  This issue will be fixed in a future ROCm release.
+
+* Within the RCCL-UnitTests test suite, failures occur in tests ending with the
+  `.ManagedMem` and `.ManagedMemGraph` suffixes. These failures only affect the
+  test results and do not affect the RCCL component itself. This issue will be
+  resolved in a future ROCm release.
+
 ### **rocALUTION** (3.2.3)
 
 #### Added
@@ -510,7 +539,7 @@ See the full [ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/rele
 
 #### Added 
 
-* How-to document for [network performance profiling](https://rocm.docs.amd.com/projects/rocprofiler-systems/en/amd-staging/how-to/nic-profiling.html) for standard Network Interface Cards (NICs).
+* How-to document for [network performance profiling](https://rocm.docs.amd.com/projects/rocprofiler-systems/en/latest/how-to/nic-profiling.html) for standard Network Interface Cards (NICs).
 
 #### Resolved issues
 
@@ -527,6 +556,35 @@ See the full [ROCm SMI changelog](https://github.com/ROCm/rocm_smi_lib/blob/rele
 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).
 
+### Radeon AI PRO R9700 hangs when running Stable Diffusion 2.1 at batch sizes above four
+
+Radeon AI PRO R9700 GPUs might hang when running [Stable Diffusion
+2.1](https://huggingface.co/stabilityai/stable-diffusion-2-1) with batch sizes
+greater than four. As a workaround, limit batch sizes to four or fewer. This issue
+will be addressed in a future ROCm release. See [issue #4770](https://github.com/ROCm/ROCm/issues/4770) on GitHub.
+
+### RCCL MSCCL initialization failure
+
+When splitting a communicator using `ncclCommSplit` in some GPU configurations, MSCCL initialization can cause a segmentation fault. The recommended workaround is to disable MSCCL with `export RCCL_MSCCL_ENABLE=0`.
+This issue will be fixed in a future ROCm release. See [issue #4769](https://github.com/ROCm/ROCm/issues/4769) on GitHub.
+
+### AMD SMI CLI: CPER entries not dumped continuously when using follow flag
+
+* When using the `--follow` flag with `amd-smi ras --cper`, CPER entries are not streamed continuously as intended. This will be fixed in an upcoming ROCm release.
+See [issue #4768](https://github.com/ROCm/ROCm/issues/4768) on GitHub.
+
+### ROCm SMI uninstallation issue on RHEL and SLES
+
+`rocm-smi-lib` does not get uninstalled and remains orphaned on RHEL and SLES systems when:
+
+* [Uninstalling ROCm using the AMDGPU installer](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/amdgpu-install.html#uninstalling-rocm) with `amdgpu-install --uninstall`
+
+* [Uninstalling via package manager](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/install/install-methods/package-manager/package-manager-rhel.html#uninstall-rocm-packages)
+  with `dnf remove rocm-core` on RHEL or `zypper remove rocm-core` on SLES.
+
+As a workaround, manually remove the `rocm-smi-lib` package using `sudo dnf remove rocm-smi-lib` or `sudo zypper remove rocm-smi-lib`.
+See [issue #4767](https://github.com/ROCm/ROCm/issues/4767) on GitHub.
+
 ## ROCm upcoming changes
 
 The following changes to the ROCm software stack are anticipated for future releases.
@@ -596,4 +654,4 @@ There are a number of upcoming changes planned for HIP runtime API in an upcomin
 that are not backward compatible with prior releases. Most of these changes increase 
 alignment between HIP and CUDA APIs or behavior. Some of the upcoming changes are to 
 clean up header files, remove namespace collision, and have a clear separation between 
-`hipRTC` and HIP runtime. For more information refer to [HIP Upcoming changes](https://rocm.docs.amd.com/en/latest/about/release-notes.html#id15).
+`hipRTC` and HIP runtime.

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-6.4.0"
+    <default revision="refs/tags/rocm-6.4.1"
      remote="rocm-org"
      sync-c="true"
      sync-j="4" />

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

@@ -2,21 +2,24 @@ ROCm Version,6.4.1,6.4.0,6.3.3,6.3.2,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.5,
       :ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,Ubuntu 24.04.2,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,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 22.04.5, 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","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","Ubuntu 20.04.6, 20.04.5"
-      ,"RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.5, 9.4","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 9.4, 9.3, 9.2","RHEL 9.3, 9.2","RHEL 9.3, 9.2"
+      ,"RHEL 9.6, 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.5, 9.4","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 9.4, 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,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","RHEL 8.9, 8.8"
       ,SLES 15 SP6,SLES 15 SP6,"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 SP6, SP5","SLES 15 SP5, SP4","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 9, 8 [#mi300x-past-60]_","Oracle Linux 9, 8 [#mi300x-past-60]_",Oracle Linux 8.10 [#mi300x-past-60]_,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]_,Oracle Linux 8.9 [#mi300x-past-60]_,,,
-,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,,,,,,,,,,,
-,Azure Linux 3.0 [#mi300x-past-60]_,Azure Linux 3.0 [#mi300x-past-60]_,Azure Linux 3.0 [#mi300x-past-60]_,Azure Linux 3.0 [#mi300x-past-60]_,,,,,,,,,,,,
+      ,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,Debian 12 [#single-node-past-60]_,,,,,,,,,,,
+      ,Azure Linux 3.0 [#mi300x-past-60]_,Azure Linux 3.0 [#mi300x-past-60]_,Azure Linux 3.0 [#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,CDNA3,CDNA3,CDNA3,CDNA3
       ,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
       ,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
+      ,RDNA4,,,,,,,,,,,,,,,
       ,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
       ,RDNA2,RDNA2,RDNA2,RDNA2,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,gfx1100,gfx1100,gfx1100,gfx1100
+      :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1201 [#RDNA4-OS-past-60]_,,,,,,,,,,,,,,,
+      ,gfx1200 [#RDNA4-OS-past-60]_,,,,,,,,,,,,,,,
+      ,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100
       ,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
       ,gfx942,gfx942,gfx942,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_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,gfx90a,gfx90a,gfx90a,gfx90a
@@ -53,7 +56,7 @@ ROCm Version,6.4.1,6.4.0,6.3.3,6.3.2,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.5,
       ,,,,,,,,,,,,,,,,
       COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,,,,,,,,,
       :doc:`RCCL <rccl:index>`,2.22.3,2.22.3,2.21.5,2.21.5,2.21.5,2.21.5,2.20.5,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
-      `rocSHMEM <https://github.com/ROCm/rocSHMEM>`_ ,2.0.0,2.0.0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A
+      :doc:`rocSHMEM <rocshmem:index>`,2.0.0,2.0.0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A
       ,,,,,,,,,,,,,,,,
       MATH LIBS,.. _mathlibs-support-compatibility-matrix-past-60:,,,,,,,,,,,,,,,
       `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0
@@ -111,9 +114,9 @@ ROCm Version,6.4.1,6.4.0,6.3.3,6.3.2,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.5,
       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,N/A,N/A,N/A,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0
       :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
-      `Flang <https://github.com/ROCm/flang>`_,19.0.0.25172,19.0.0.25133,18.0.0.25012,18.0.0.25012,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      :doc:`llvm-project <llvm-project:index>`,19.0.0.25172,19.0.0.25133,18.0.0.25012,18.0.0.25012,18.0.0.24491,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,19.0.0.25172,19.0.0.25133,18.0.0.25012,18.0.0.25012,18.0.0.24491,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      `Flang <https://github.com/ROCm/flang>`_,19.0.0.25184,19.0.0.25133,18.0.0.25012,18.0.0.25012,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      :doc:`llvm-project <llvm-project:index>`,19.0.0.25184,19.0.0.25133,18.0.0.25012,18.0.0.25012,18.0.0.24491,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,19.0.0.25184,19.0.0.25133,18.0.0.25012,18.0.0.25012,18.0.0.24491,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
 ,,,,,,,,,,,,,,,,
       RUNTIMES,.. _runtime-support-compatibility-matrix-past-60:,,,,,,,,,,,,,,,
       :doc:`AMD CLR <hip:understand/amd_clr>`,6.4.43483,6.4.43482,6.3.42134,6.3.42134,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830

docs/compatibility/compatibility-matrix.rst

@@ -28,7 +28,7 @@ compatibility and system requirements.
 
       :ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,Ubuntu 24.04.2
       ,Ubuntu 22.04.5,Ubuntu 22.04.5,Ubuntu 22.04.5
-      ,"RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.5, 9.4"
+      ,"RHEL 9.6, 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.5, 9.4"
       ,RHEL 8.10,RHEL 8.10,RHEL 8.10
       ,SLES 15 SP6,SLES 15 SP6,"SLES 15 SP6, SP5"
       ,"Oracle Linux 9, 8 [#mi300x]_","Oracle Linux 9, 8 [#mi300x]_",Oracle Linux 8.10 [#mi300x]_
@@ -38,10 +38,13 @@ compatibility and system requirements.
       :doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3
       ,CDNA2,CDNA2,CDNA2
       ,CDNA,CDNA,CDNA
+      ,RDNA4,,
       ,RDNA3,RDNA3,RDNA3
       ,RDNA2,RDNA2,RDNA2
       ,.. _gpu-support-compatibility-matrix:,,
-      :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100,gfx1100
+      :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1201 [#RDNA4-OS]_,,
+      ,gfx1200 [#RDNA4-OS]_,,
+      ,gfx1100,gfx1100,gfx1100
       ,gfx1030,gfx1030,gfx1030
       ,gfx942,gfx942,gfx942
       ,gfx90a,gfx90a,gfx90a
@@ -77,7 +80,7 @@ compatibility and system requirements.
       ,,,
       COMMUNICATION,.. _commlibs-support-compatibility-matrix:,,
       :doc:`RCCL <rccl:index>`,2.22.3,2.22.3,2.21.5
-      `rocSHMEM <https://github.com/ROCm/rocSHMEM>`_ ,2.0.0,2.0.0,N/A
+      :doc:`rocSHMEM <rocshmem:index>`,2.0.0,2.0.0,N/A
       ,,,
       MATH LIBS,.. _mathlibs-support-compatibility-matrix:,,
       `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0
@@ -135,9 +138,9 @@ compatibility and system requirements.
       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>`_,19.0.0.25172,19.0.0.25133,18.0.0.24455
-      :doc:`llvm-project <llvm-project:index>`,19.0.0.25172,19.0.0.25133,18.0.0.24491
-      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,19.0.0.25172,19.0.0.25133,18.0.0.24491
+      `Flang <https://github.com/ROCm/flang>`_,19.0.0.25184,19.0.0.25133,18.0.0.24455
+      :doc:`llvm-project <llvm-project:index>`,19.0.0.25184,19.0.0.25133,18.0.0.24491
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,19.0.0.25184,19.0.0.25133,18.0.0.24491
       ,,,
       RUNTIMES,.. _runtime-support-compatibility-matrix:,,
       :doc:`AMD CLR <hip:understand/amd_clr>`,6.4.43483,6.4.43482,6.3.42131
@@ -153,6 +156,7 @@ compatibility and system requirements.
 .. [#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] Starting from ROCm 6.4.0, forward and backward compatibility between the AMD Kernel-mode GPU Driver (KMD) and its user space software is provided up to a year apart (assuming hardware support is available in both). For earlier ROCm releases, the compatibility is provided 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.
+.. [#RDNA4-OS] Radeon AI PRO R9700, Radeon RX 9070 XT (gfx1201), and Radeon RX 9060 XT (gfx1200) are supported only on Ubuntu 24.04.2, Ubuntu 22.04.5, RHEL 9.6, RHEL 9.5, and RHEL 9.4.
 
 .. _OS-kernel-versions:
 
@@ -170,7 +174,8 @@ Use this lookup table to confirm which operating system and kernel versions are
    ,,
    `Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 22.04.5, "5.15 GA, 6.8 HWE", 2.35
    ,,
-   `Red Hat Enterprise Linux (RHEL 9) <https://access.redhat.com/articles/3078#RHEL9>`_, 9.5, 5.14+, 2.34
+   `Red Hat Enterprise Linux (RHEL 9) <https://access.redhat.com/articles/3078#RHEL9>`_, 9.6, 5.14+, 2.34
+   , 9.5, 5.14+, 2.34
    ,9.4, 5.14+, 2.34
    ,9.3, 5.14+, 2.34
    ,,
@@ -231,3 +236,4 @@ Expand for full historical view of:
    .. [#mi300_600-past-60] **For ROCm 6.0.0** - MI300A (gfx942) is supported on Ubuntu 22.04.3, RHEL 8.9, and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.3.
    .. [#kfd_support-past-60] Starting from ROCm 6.4.0, forward and backward compatibility between the AMD Kernel-mode GPU Driver (KMD) and its user space software is provided up to a year apart (assuming hardware support is available in both). For earlier ROCm releases, the compatibility is provided for +/- 2 releases. These are the compatibility combinations that are currently supported.
    .. [#ROCT-rocr-past-60] Starting from ROCm 6.3.0, the ROCT Thunk Interface is included as part of the ROCr runtime package.
+   .. [#RDNA4-OS-past-60] Radeon AI PRO R9700, Radeon RX 9070 XT (gfx1201), Radeon RX 9070 (gfx1201), Radeon RX 9070 GRE (gfx1201), and Radeon RX 9060 XT (gfx1200) are supported only on Ubuntu 24.04.2, Ubuntu 22.04.5, RHEL 9.6, RHEL 9.5, and RHEL 9.4.

docs/compatibility/ml-compatibility/jax-compatibility.rst

@@ -14,17 +14,18 @@ JAX provides a NumPy-like API, which combines automatic differentiation and the
 Accelerated Linear Algebra (XLA) compiler to achieve high-performance machine
 learning at scale.
 
-JAX uses composable transformations of Python and NumPy through just-in-time (JIT) compilation,
-automatic vectorization, and parallelization. To learn about JAX, including profiling and
-optimizations, see the official `JAX documentation
+JAX uses composable transformations of Python and NumPy through just-in-time
+(JIT) compilation, automatic vectorization, and parallelization. To learn about
+JAX, including profiling and optimizations, see the official `JAX documentation
 <https://jax.readthedocs.io/en/latest/notebooks/quickstart.html>`_.
 
-ROCm support for JAX is upstreamed and users can build the official source code with ROCm
-support:
+ROCm support for JAX is upstreamed, and users can build the official source code
+with ROCm support:
 
 - ROCm JAX release:
 
-  - Offers AMD-validated and community :ref:`Docker images <jax-docker-compat>` with ROCm and JAX pre-installed.
+  - Offers AMD-validated and community :ref:`Docker images <jax-docker-compat>`
+    with ROCm and JAX preinstalled.
 
   - ROCm JAX repository: `ROCm/jax <https://github.com/ROCm/jax>`_
 
@@ -36,8 +37,8 @@ support:
   - Official JAX repository: `jax-ml/jax <https://github.com/jax-ml/jax>`_
 
   - See the `AMD GPU (Linux) installation section
-    <https://jax.readthedocs.io/en/latest/installation.html#amd-gpu-linux>`_ in the JAX
-    documentation.
+    <https://jax.readthedocs.io/en/latest/installation.html#amd-gpu-linux>`_ in
+    the JAX documentation.
 
 .. note::
 
@@ -46,6 +47,44 @@ support:
    `Community ROCm JAX Docker images <https://hub.docker.com/r/rocm/jax-community>`_
    follow upstream JAX releases and use the latest available ROCm version.
 
+Use cases and recommendations
+================================================================================
+
+* The `nanoGPT in JAX <https://rocm.blogs.amd.com/artificial-intelligence/nanoGPT-JAX/README.html>`_
+  blog explores the implementation and training of a Generative Pre-trained
+  Transformer (GPT) model in JAX, inspired by Andrej Karpathy’s JAX-based
+  nanoGPT. Comparing how essential GPT components—such as self-attention 
+  mechanisms and optimizers—are realized in JAX and JAX, also highlights
+  JAX’s unique features.
+
+* The `Optimize GPT Training: Enabling Mixed Precision Training in JAX using
+  ROCm on AMD GPUs <https://rocm.blogs.amd.com/artificial-intelligence/jax-mixed-precision/README.html>`_
+  blog post provides a comprehensive guide on enhancing the training efficiency
+  of GPT models by implementing mixed precision techniques in JAX, specifically
+  tailored for AMD GPUs utilizing the ROCm platform.
+
+* The `Supercharging JAX with Triton Kernels on AMD GPUs <https://rocm.blogs.amd.com/artificial-intelligence/jax-triton/README.html>`_
+  blog demonstrates how to develop a custom fused dropout-activation kernel for
+  matrices using Triton, integrate it with JAX, and benchmark its performance
+  using ROCm.
+
+* The `Distributed fine-tuning with JAX on AMD GPUs <https://rocm.blogs.amd.com/artificial-intelligence/distributed-sft-jax/README.html>`_
+  outlines the process of fine-tuning a Bidirectional Encoder Representations
+  from Transformers (BERT)-based large language model (LLM) using JAX for a text
+  classification task. The blog post discuss techniques for parallelizing the
+  fine-tuning across multiple AMD GPUs and assess the model's performance on a
+  holdout dataset. During the fine-tuning, a BERT-base-cased transformer model
+  and the General Language Understanding Evaluation (GLUE) benchmark dataset was
+  used on a multi-GPU setup.
+
+* The `MI300X workload optimization guide <https://rocm.docs.amd.com/en/latest/how-to/tuning-guides/mi300x/workload.html>`_
+  provides detailed guidance on optimizing workloads for the AMD Instinct MI300X
+  accelerator using ROCm. The page is aimed at helping users achieve optimal
+  performance for deep learning and other high-performance computing tasks on
+  the MI300X GPU.
+
+For more use cases and recommendations, see `ROCm JAX blog posts <https://rocm.blogs.amd.com/blog/tag/jax.html>`_.
+
 .. _jax-docker-compat:
 
 Docker image compatibility
@@ -57,8 +96,8 @@ Docker image compatibility
 
 AMD validates and publishes ready-made `ROCm JAX Docker images <https://hub.docker.com/r/rocm/jax>`_
 with ROCm backends on Docker Hub. The following Docker image tags and
-associated inventories are validated for
-`ROCm 6.4.0 <https://repo.radeon.com/rocm/apt/6.4/>`_. Click the |docker-icon|
+associated inventories represent the latest JAX version from the official Docker Hub and are validated for
+`ROCm 6.4.1 <https://repo.radeon.com/rocm/apt/6.4.1/>`_. Click the |docker-icon|
 icon to view the image on Docker Hub.
 
 .. list-table:: JAX Docker image components
@@ -71,19 +110,19 @@ icon to view the image on Docker Hub.
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/jax/rocm6.4-jax0.4.35-py3.12/images/sha256-4069398229078f3311128b6d276c6af377c7e97d3363d020b0bf7154fae619ca"><i class="fab fa-docker fa-lg"></i> rocm/jax</a>
+           <a href="https://hub.docker.com/layers/rocm/jax/rocm6.4.1-jax0.4.35-py3.12/images/sha256-7a0745a2a2758bdf86397750bac00e9086cbf67d170cfdbb08af73f7c7d18a6a"><i class="fab fa-docker fa-lg"></i> rocm/jax</a>
 
       - `0.4.35 <https://github.com/ROCm/jax/releases/tag/rocm-jax-v0.4.35>`_
       - Ubuntu 24.04
-      - `3.12.7 <https://www.python.org/downloads/release/python-3127/>`_
+      - `3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/jax/rocm6.4-jax0.4.35-py3.10/images/sha256-a137f901f91ce6c13b424c40a6cf535248d4d20fd36d5daf5eee0570190a4a11"><i class="fab fa-docker fa-lg"></i> rocm/jax</a>
+           <a href="https://hub.docker.com/layers/rocm/jax/rocm6.4.1-jax0.4.35-py3.10/images/sha256-5f9e8d6e6e69fdc9a1a3f2ba3b1234c3f46c53b7468538c07fd18b00899da54f"><i class="fab fa-docker fa-lg"></i> rocm/jax</a>
 
       - `0.4.35 <https://github.com/ROCm/jax/releases/tag/rocm-jax-v0.4.35>`_
       - Ubuntu 22.04
-      - `3.10.14 <https://www.python.org/downloads/release/python-31014/>`_
+      - `3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
 
 AMD publishes `Community ROCm JAX Docker images <https://hub.docker.com/r/rocm/jax-community>`_
 with ROCm backends on Docker Hub. The following Docker image tags and
@@ -121,13 +160,12 @@ associated inventories are tested for `ROCm 6.3.2 <https://repo.radeon.com/rocm/
       - Ubuntu 22.04
       - `3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
 
-Critical ROCm libraries for JAX
+Key ROCm libraries for JAX
 ================================================================================
 
-The functionality of JAX with ROCm is determined by its underlying library
-dependencies. These critical ROCm components affect the capabilities,
-performance, and feature set available to developers. The versions described
-are available in ROCm :version:`rocm_version`.
+JAX functionality on ROCm is determined by its underlying library
+dependencies. These ROCm components affect the capabilities, performance, and
+feature set available to developers.
 
 .. list-table::
     :header-rows: 1
@@ -215,10 +253,10 @@ are available in ROCm :version:`rocm_version`.
         distributed training, which involves parallel reductions or
         operations like ``jax.numpy.cumsum`` can use rocThrust.
 
-Supported and unsupported features
+Supported features
 ===============================================================================
 
-The following table maps GPU-accelerated JAX modules to their supported
+The following table maps the public JAX API modules to their supported
 ROCm and JAX versions.
 
 .. list-table::
@@ -226,8 +264,8 @@ ROCm and JAX versions.
 
     * - Module
       - Description
-      - Since JAX
-      - Since ROCm
+      - As of JAX
+      - As of ROCm
     * - ``jax.numpy``
       - Implements the NumPy API, using the primitives in ``jax.lax``.
       - 0.1.56
@@ -255,21 +293,11 @@ ROCm and JAX versions.
         devices.
       - 0.3.20
       - 5.1.0
-    * - ``jax.dlpack``
-      - For exchanging tensor data between JAX and other libraries that support the
-        DLPack standard.
-      - 0.1.57
-      - 5.0.0
     * - ``jax.distributed``
       - Enables the scaling of computations across multiple devices on a single
         machine or across multiple machines.
       - 0.1.74
       - 5.0.0
-    * - ``jax.dtypes``
-      - Provides utilities for working with and managing data types in JAX
-        arrays and computations.
-      - 0.1.66
-      - 5.0.0
     * - ``jax.image``
       - Contains image manipulation functions like resize, scale and translation.
       - 0.1.57
@@ -283,27 +311,10 @@ ROCm and JAX versions.
         array.
       - 0.1.57
       - 5.0.0
-    * - ``jax.profiler``
-      - Contains JAX’s tracing and time profiling features.
-      - 0.1.57
-      - 5.0.0
     * - ``jax.stages``
       - Contains interfaces to stages of the compiled execution process.
       - 0.3.4
       - 5.0.0
-    * - ``jax.tree``
-      - Provides utilities for working with tree-like container data structures.
-      - 0.4.26
-      - 5.6.0
-    * - ``jax.tree_util``
-      - Provides utilities for working with nested data structures, or
-        ``pytrees``.
-      - 0.1.65
-      - 5.0.0
-    * - ``jax.typing``
-      - Provides JAX-specific static type annotations.
-      - 0.3.18
-      - 5.1.0
     * - ``jax.extend``
       - Provides modules for access to JAX internal machinery module. The
         ``jax.extend`` module defines a library view of some of JAX’s internal
@@ -339,8 +350,8 @@ A SciPy-like API for scientific computing.
     :header-rows: 1
 
     * - Module
-      - Since JAX
-      - Since ROCm
+      - As of JAX
+      - As of ROCm
     * - ``jax.scipy.cluster``
       - 0.3.11
       - 5.1.0
@@ -385,8 +396,8 @@ jax.scipy.stats module
    :header-rows: 1
 
    * - Module
-     - Since JAX
-     - Since ROCm
+     - As of JAX
+     - As of ROCm
    * - ``jax.scipy.stats.bernouli``
      - 0.1.56
      - 5.0.0
@@ -469,8 +480,8 @@ Modules for JAX extensions.
     :header-rows: 1
 
     * - Module
-      - Since JAX
-      - Since ROCm
+      - As of JAX
+      - As of ROCm
     * - ``jax.extend.ffi``
       - 0.4.30
       - 6.0.0
@@ -484,190 +495,25 @@ Modules for JAX extensions.
       - 0.4.15
       - 5.5.0
 
-jax.experimental module
--------------------------------------------------------------------------------
-
-Experimental modules and APIs.
-
-.. list-table::
-    :header-rows: 1
-
-    * - Module
-      - Since JAX
-      - Since ROCm
-    * - ``jax.experimental.checkify``
-      - 0.1.75
-      - 5.0.0
-    * - ``jax.experimental.compilation_cache.compilation_cache``
-      - 0.1.68
-      - 5.0.0
-    * - ``jax.experimental.custom_partitioning``
-      - 0.4.0
-      - 5.3.0
-    * - ``jax.experimental.jet``
-      - 0.1.56
-      - 5.0.0
-    * - ``jax.experimental.key_reuse``
-      - 0.4.26
-      - 5.6.0
-    * - ``jax.experimental.mesh_utils``
-      - 0.1.76
-      - 5.0.0
-    * - ``jax.experimental.multihost_utils``
-      - 0.3.2
-      - 5.0.0
-    * - ``jax.experimental.pallas``
-      - 0.4.15
-      - 5.5.0
-    * - ``jax.experimental.pjit``
-      - 0.1.61
-      - 5.0.0
-    * - ``jax.experimental.serialize_executable``
-      - 0.4.0
-      - 5.3.0
-    * - ``jax.experimental.shard_map``
-      - 0.4.3
-      - 5.3.0
-    * - ``jax.experimental.sparse``
-      - 0.1.75
-      - 5.0.0
-
-.. list-table::
-    :header-rows: 1
-
-    * - API
-      - Since JAX
-      - Since ROCm
-    * - ``jax.experimental.enable_x64``
-      - 0.1.60
-      - 5.0.0
-    * - ``jax.experimental.disable_x64``
-      - 0.1.60
-      - 5.0.0
-
-jax.experimental.pallas module
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-Module for Pallas, a JAX extension for custom kernels.
-
-.. list-table::
-    :header-rows: 1
-
-    * - Module
-      - Since JAX
-      - Since ROCm
-    * - ``jax.experimental.pallas.mosaic_gpu``
-      - 0.4.31
-      - 6.1.3
-    * - ``jax.experimental.pallas.tpu``
-      - 0.4.15
-      - 5.5.0
-    * - ``jax.experimental.pallas.triton``
-      - 0.4.32
-      - 6.1.3
-
-jax.experimental.sparse module
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-Experimental support for sparse matrix operations.
-
-.. list-table::
-    :header-rows: 1
-
-    * - Module
-      - Since JAX
-      - Since ROCm
-    * - ``jax.experimental.sparse.linalg``
-      - 0.3.15
-      - 5.2.0
-    * - ``jax.experimental.sparse.sparsify``
-      - 0.3.25
-      - ❌
-
-.. list-table::
-    :header-rows: 1
-
-    * - ``sparse`` data structure API
-      - Since JAX
-      - Since ROCm
-    * - ``jax.experimental.sparse.BCOO``
-      - 0.1.72
-      - 5.0.0
-    * - ``jax.experimental.sparse.BCSR``
-      - 0.3.20
-      - 5.1.0
-    * - ``jax.experimental.sparse.CSR``
-      - 0.1.75
-      - 5.0.0
-    * - ``jax.experimental.sparse.NM``
-      - 0.4.27
-      - 5.6.0
-    * - ``jax.experimental.sparse.COO``
-      - 0.1.75
-      - 5.0.0
-
 Unsupported JAX features
-------------------------
+===============================================================================
 
-The following are GPU-accelerated JAX features not currently supported by
-ROCm.
+The following GPU-accelerated JAX features are not supported by ROCm for
+the listed supported JAX versions.
 
 .. list-table::
     :header-rows: 1
 
     * - Feature
       - Description
-      - Since JAX
+
     * - Mixed Precision with TF32
       - Mixed precision with TF32 is used for matrix multiplications,
         convolutions, and other linear algebra operations, particularly in
         deep learning workloads like CNNs and transformers.
-      - 0.2.25
-    * - RNN support
-      - Currently only LSTM with double bias is supported with float32 input
-        and weight.
-      - 0.3.25
+
     * - XLA int4 support
       - 4-bit integer (int4) precision in the XLA compiler.
-      - 0.4.0
-    * - ``jax.experimental.sparsify``
-      - Converts a dense matrix to a sparse matrix representation.
-      - Experimental
 
-Use cases and recommendations
-================================================================================
-
-* The `nanoGPT in JAX <https://rocm.blogs.amd.com/artificial-intelligence/nanoGPT-JAX/README.html>`_
-  blog explores the implementation and training of a Generative Pre-trained
-  Transformer (GPT) model in JAX, inspired by Andrej Karpathy’s PyTorch-based
-  nanoGPT. By comparing how essential GPT components—such as self-attention
-  mechanisms and optimizers—are realized in PyTorch and JAX, also highlight
-  JAX’s unique features.
-
-* The `Optimize GPT Training: Enabling Mixed Precision Training in JAX using
-  ROCm on AMD GPUs <https://rocm.blogs.amd.com/artificial-intelligence/jax-mixed-precision/README.html>`_
-  blog post provides a comprehensive guide on enhancing the training efficiency
-  of GPT models by implementing mixed precision techniques in JAX, specifically
-  tailored for AMD GPUs utilizing the ROCm platform.
-
-* The `Supercharging JAX with Triton Kernels on AMD GPUs <https://rocm.blogs.amd.com/artificial-intelligence/jax-triton/README.html>`_
-  blog demonstrates how to develop a custom fused dropout-activation kernel for
-  matrices using Triton, integrate it with JAX, and benchmark its performance
-  using ROCm.
-
-* The `Distributed fine-tuning with JAX on AMD GPUs <https://rocm.blogs.amd.com/artificial-intelligence/distributed-sft-jax/README.html>`_
-  outlines the process of fine-tuning a Bidirectional Encoder Representations
-  from Transformers (BERT)-based large language model (LLM) using JAX for a text
-  classification task. The blog post discuss techniques for parallelizing the
-  fine-tuning across multiple AMD GPUs and assess the model's performance on a
-  holdout dataset. During the fine-tuning, a BERT-base-cased transformer model
-  and the General Language Understanding Evaluation (GLUE) benchmark dataset was
-  used on a multi-GPU setup.
-
-* The `MI300X workload optimization guide <https://rocm.docs.amd.com/en/latest/how-to/tuning-guides/mi300x/workload.html>`_
-  provides detailed guidance on optimizing workloads for the AMD Instinct MI300X
-  accelerator using ROCm. The page is aimed at helping users achieve optimal
-  performance for deep learning and other high-performance computing tasks on
-  the MI300X GPU.
-
-For more use cases and recommendations, see `ROCm JAX blog posts <https://rocm.blogs.amd.com/blog/tag/jax.html>`_.
+    * - MOSAIC (GPU)
+      - Mosaic is a library of kernel-building abstractions for JAX's Pallas system

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

@@ -95,7 +95,7 @@ Docker image compatibility
 
 AMD validates and publishes `PyTorch images <https://hub.docker.com/r/rocm/pytorch>`_
 with ROCm backends on Docker Hub. The following Docker image tags and associated
-inventories were tested on `ROCm 6.4.0 <https://repo.radeon.com/rocm/apt/6.4/>`_.
+inventories were tested on `ROCm 6.4.1 <https://repo.radeon.com/rocm/apt/6.4.1/>`_.
 Click |docker-icon| to view the image on Docker Hub.
 
 .. list-table:: PyTorch Docker image components
@@ -116,137 +116,122 @@ Click |docker-icon| to view the image on Docker Hub.
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu24.04_py3.12_pytorch_release_2.6.0/images/sha256-ab1d350b818b90123cfda31363019d11c0d41a8f12a19e3cb2cb40cf0261137d"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu24.04_py3.12_pytorch_release_2.6.0/images/sha256-c76af9bfb1c25b0f40d4c29e8652105c57250bf018d23ff595b06bd79666fdd7"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.6.0 <https://github.com/ROCm/pytorch/tree/release/2.6>`_
       - 24.04
-      - `3.12.9 <https://www.python.org/downloads/release/python-3129/>`_
+      - `3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
       - `1.6.0 <https://github.com/ROCm/apex/tree/release/1.6.0>`_
       - `0.21.0 <https://github.com/pytorch/vision/tree/v0.21.0>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
-      - `4.0.3 <https://github.com/open-mpi/ompi/tree/v4.0.3>`_
+      - `1.16.0 <https://github.com/openucx/ucx/tree/v1.16.0>`_
+      - `4.1.6-7ubuntu2 <https://github.com/open-mpi/ompi/tree/v4.1.6>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu22.04_py3.10_pytorch_release_2.6.0/images/sha256-130536fdfceb374626a7bcb8d00b9d796ddfc3115677d51229e5b852d96b5ef4"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu22.04_py3.10_pytorch_release_2.6.0/images/sha256-f9d226135d51831c810dcb1251636ec61f85c65fcdda03e188c053a5d4f6585b"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.6.0 <https://github.com/ROCm/pytorch/tree/release/2.6>`_
       - 22.04
-      - `3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
+      - `3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `1.6.0 <https://github.com/ROCm/apex/tree/release/1.6.0>`_
       - `0.21.0 <https://github.com/pytorch/vision/tree/v0.21.0>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
-      - `4.0.7 <https://github.com/open-mpi/ompi/tree/v4.0.7>`_
+      - `1.12.1~rc2-1 <https://github.com/openucx/ucx/tree/v1.12.1>`_
+      - `4.1.2-2ubuntu1 <https://github.com/open-mpi/ompi/tree/v4.1.2>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu24.04_py3.12_pytorch_release_2.5.1/images/sha256-20a2e24b4738dc1f1a44a04f23827918b56c99f7e697e6fccb90e9c4fae8ca9b"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu24.04_py3.12_pytorch_release_2.5.1/images/sha256-3490e74d4f43dcdb3351dd334108d1ccd47e5a687c0523a2424ac1bcdd3dd6dd"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.5.1 <https://github.com/ROCm/pytorch/tree/release/2.5>`_
       - 24.04
-      - `3.12.9 <https://www.python.org/downloads/release/python-3129/>`_
+      - `3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
       - `1.5.0 <https://github.com/ROCm/apex/tree/release/1.5.0>`_
       - `0.20.1 <https://github.com/pytorch/vision/tree/v0.20.1>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
-      - `4.0.7 <https://github.com/open-mpi/ompi/tree/v4.0.7>`_
+      - `1.16.0+ds-5ubuntu1 <https://github.com/openucx/ucx/tree/v1.10.0>`_
+      - `4.1.6-7ubuntu2 <https://github.com/open-mpi/ompi/tree/v4.1.6>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu22.04_py3.11_pytorch_release_2.5.1/images/sha256-f09cb8ca39cc39222fb554060711f5c19130f7b4047aaf41fad4ba3ec470ca03"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu22.04_py3.10_pytorch_release_2.5.1/images/sha256-26c5dfffb4a54625884abca83166940f17dd27bc75f1b24f6e80fbcb7d4e9afb"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.5.1 <https://github.com/ROCm/pytorch/tree/release/2.5>`_
       - 22.04
-      - `3.11.9 <https://www.python.org/downloads/release/python-3119/>`_
+      - `3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `1.5.0 <https://github.com/ROCm/apex/tree/release/1.5.0>`_
       - `0.20.1 <https://github.com/pytorch/vision/tree/v0.20.1>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.14.1 <https://github.com/openucx/ucx/tree/v1.14.1>`_
-      - `4.1.5 <https://github.com/open-mpi/ompi/tree/v4.1.5>`_
+      - `1.12.1~rc2-1 <https://github.com/openucx/ucx/tree/v1.12.1>`_
+      - `4.1.2-2ubuntu1 <https://github.com/open-mpi/ompi/tree/v4.1.2>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu22.04_py3.10_pytorch_release_2.5.1/images/sha256-a91c100d1fe608dae3eb7f60a751630363d4027ac3d077d428e92945204c338e"><i class="fab fa-docker fa-lg"></i></a>
-
-      - `2.5.1 <https://github.com/ROCm/pytorch/tree/release/2.5>`_
-      - 22.04
-      - `3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
-      - `1.5.0 <https://github.com/ROCm/apex/tree/release/1.5.0>`_
-      - `0.20.1 <https://github.com/pytorch/vision/tree/v0.20.1>`_
-      - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
-      - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.14.1 <https://github.com/openucx/ucx/tree/v1.14.1>`_
-      - `4.1.5 <https://github.com/open-mpi/ompi/tree/v4.1.5>`_
-      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
-
-    * - .. raw:: html
-
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu24.04_py3.12_pytorch_release_2.4.1/images/sha256-66a89ce6485bb887af74bb9bd76bb613ab9834a6b1374649ea7ae379883454a4"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu24.04_py3.12_pytorch_release_2.4.1/images/sha256-f378a24561fa6efc178b6dc93fc7d82e5b93653ecd59c89d4476674d29e1284d"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.4.1 <https://github.com/ROCm/pytorch/tree/release/2.4>`_
       - 24.04
-      - `3.12.9 <https://www.python.org/downloads/release/python-3129/>`_
+      - `3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
       - `1.4.0 <https://github.com/ROCm/apex/tree/release/1.4.0>`_
       - `0.19.0 <https://github.com/pytorch/vision/tree/v0.19.0>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
-      - `4.0.3 <https://github.com/open-mpi/ompi/tree/v4.0.3>`_
+      - `1.16.0+ds-5ubuntu1 <https://github.com/openucx/ucx/tree/v1.16.0>`_
+      - `4.1.6-7ubuntu2 <https://github.com/open-mpi/ompi/tree/v4.1.6>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu22.04_py3.10_pytorch_release_2.4.1/images/sha256-c716cf167e6e49893f11de03606ed37044153aca089e74ca615065c06877f86b"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu22.04_py3.10_pytorch_release_2.4.1/images/sha256-2308dbd0e650b7bf8d548575cbb6e2bdc021f9386384ce570da16d58ee684d22"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.4.1 <https://github.com/ROCm/pytorch/tree/release/2.4>`_
       - 22.04
-      - `3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
+      - `3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `1.4.0 <https://github.com/ROCm/apex/tree/release/1.4.0>`_
       - `0.19.0 <https://github.com/pytorch/vision/tree/v0.19.0>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.14.1 <https://github.com/openucx/ucx/tree/v1.14.1>`_
-      - `4.1.5 <https://github.com/open-mpi/ompi/tree/v4.1.5>`_
+      - `1.12.1~rc2-1 <https://github.com/openucx/ucx/tree/v1.12.1>`_
+      - `4.1.2-2ubuntu1 <https://github.com/open-mpi/ompi/tree/v4.1.2>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu24.04_py3.12_pytorch_release_2.3.0/images/sha256-0434cbc9b07b2c26e39480d7447f676f9057a1054dcff00e0050c25a6eddbd3c"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu24.04_py3.12_pytorch_release_2.3.0/images/sha256-eefd2ab019728f91f94c5e6a9463cb0ea900b3011458d18fe5d88e50c0b57d86"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.3.0 <https://github.com/ROCm/pytorch/tree/release/2.3>`_
       - 24.04
-      - `3.12.9 <https://www.python.org/downloads/release/python-3129/>`_
+      - `3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
       - `1.3.0 <https://github.com/ROCm/apex/tree/release/1.3.0>`_
       - `0.18.0 <https://github.com/pytorch/vision/tree/v0.18.0>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
-      - `4.0.3 <https://github.com/open-mpi/ompi/tree/v4.0.3>`_
+      - `1.16.0+ds-5ubuntu1 <https://github.com/openucx/ucx/tree/v1.16.0>`_
+      - `4.1.6-7ubuntu2 <https://github.com/open-mpi/ompi/tree/v4.1.6>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4_ubuntu22.04_py3.10_pytorch_release_2.3.0/images/sha256-688b1c0073092615fb98778d78b16191e506097ee116a2d3d2628b264d5d367b"><i class="fab fa-docker fa-lg"></i></a>
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.4.1_ubuntu22.04_py3.10_pytorch_release_2.3.0/images/sha256-473643226ab0e93a04720b256ed772619878abf9c42b9f84828cefed522696fd"><i class="fab fa-docker fa-lg"></i></a>
 
       - `2.3.0 <https://github.com/ROCm/pytorch/tree/release/2.3>`_
       - 22.04
-      - `3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
+      - `3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `1.3.0 <https://github.com/ROCm/apex/tree/release/1.3.0>`_
       - `0.18.0 <https://github.com/pytorch/vision/tree/v0.18.0>`_
       - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13>`_
       - `master <https://bitbucket.org/icl/magma/src/master/>`_
-      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
-      - `4.0.3 <https://github.com/open-mpi/ompi/tree/v4.0.3>`_
+      - `1.12.1~rc2-1 <https://github.com/openucx/ucx/tree/v1.12.1>`_
+      - `4.1.2-2ubuntu1 <https://github.com/open-mpi/ompi/tree/v4.1.2>`_
       - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
 
 Key ROCm libraries for PyTorch

docs/compatibility/ml-compatibility/tensorflow-compatibility.rst

@@ -56,7 +56,7 @@ Docker image compatibility
 AMD validates and publishes ready-made `TensorFlow images
 <https://hub.docker.com/r/rocm/tensorflow>`_ with ROCm backends on
 Docker Hub. The following Docker image tags and associated inventories are
-validated for `ROCm 6.4.0 <https://repo.radeon.com/rocm/apt/6.4/>`_. Click
+validated for `ROCm 6.4.1 <https://repo.radeon.com/rocm/apt/6.4.1/>`_. Click
 the |docker-icon| icon to view the image on Docker Hub.
 
 .. list-table:: TensorFlow Docker image components
@@ -73,82 +73,122 @@ the |docker-icon| icon to view the image on Docker Hub.
 
            <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.12-tf2.18-dev/images/sha256-fa9cf5fa6c6079a7118727531ccd0056c6e3224a42c3d6e78a49e7781daafff4"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
-      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.18.1-cp312-cp312-manylinux_2_28_x86_64.whl>`__
+      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.18.1-cp312-cp312-manylinux_2_28_x86_64.whl>`__
       - dev
       - 24.04
-      - `Python 3.12.4 <https://www.python.org/downloads/release/python-3124/>`_
+      - `Python 3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
       - `TensorBoard 2.18.0 <https://github.com/tensorflow/tensorboard/tree/2.18.0>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.12-tf2.18-runtime/images/sha256-14addca4b92a47c806b83ebaeed593fc6672cd99f0017ed8dad759fe72ed0309"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.12-tf2.18-runtime/images/sha256-d14d8c4989e7c9a60f4e72461b9e349de72347c6162dcd6897e6f4f80ffbb440"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
-      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.18.1-cp312-cp312-manylinux_2_28_x86_64.whl>`__
+      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.18.1-cp312-cp312-manylinux_2_28_x86_64.whl>`__
       - runtime
       - 24.04
-      - `Python 3.12.4 <https://www.python.org/downloads/release/python-3124/>`_
+      - `Python 3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
       - `TensorBoard 2.18.0 <https://github.com/tensorflow/tensorboard/tree/2.18.0>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.10-tf2.18-dev/images/sha256-f5e151060df04ff5fb59f5604b49cd371931bbe75b06aec9fe7781397c4be0ce"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.10-tf2.18-dev/images/sha256-081e5bd6615a5dc17247ebd2ccc26895c3feeff086720400fa39b477e60a77c0"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
-      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.18.1-cp310-cp310-manylinux_2_28_x86_64.whl>`__
+      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.18.1-cp310-cp310-manylinux_2_28_x86_64.whl>`__
       - dev
       - 22.04
-      - `Python 3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
+      - `Python 3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `TensorBoard 2.18.0 <https://github.com/tensorflow/tensorboard/tree/2.18.0>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.10-tf2.18-runtime/images/sha256-5cd4c03fdb1036570c0d4929da60a65c4466998dc80f1dc8a5a0b173eae017fb"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.10-tf2.18-runtime/images/sha256-bf369637378264f4af6ddad5ca8b8611d3e372ffbea9ab7a06f1e122f0a0867b"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
-      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.18.1-cp310-cp310-manylinux_2_28_x86_64.whl>`__
+      - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.18.1-cp310-cp310-manylinux_2_28_x86_64.whl>`__
       - runtime
       - 22.04
-      - `Python 3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
+      - `Python 3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `TensorBoard 2.18.0 <https://github.com/tensorflow/tensorboard/tree/2.18.0>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.12-tf2.17-dev/images/sha256-b3add80e374a2db2d1088d746e740afa89d439aca02cacba959ad298f5cd2b3f"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.12-tf2.17-dev/images/sha256-5a502008c50d0b6508e6027f911bdff070a7493700ae064bed74e1d22b91ed50"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
       - `tensorflow-rocm 2.17.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.17.1-cp312-cp312-manylinux_2_28_x86_64.whl>`__
       - dev
       - 24.04
-      - `Python 3.12.4 <https://www.python.org/downloads/release/python-3124/>`_
+      - `Python 3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
       - `TensorBoard 2.17.1 <https://github.com/tensorflow/tensorboard/tree/2.17.1>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.12-tf2.17-runtime/images/sha256-3a244f026c32177eff7958ffbad390de85b438b2b48b455cc39f15d70fa1270d"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.12-tf2.17-runtime/images/sha256-1ee5dfffceb71ac66617ada33de3a10de0cb74199cc4b82441192e5e92fa2ddf"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
       - `tensorflow-rocm 2.18.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.17.1-cp312-cp312-manylinux_2_28_x86_64.whl>`__
       - runtime
       - 24.04
-      - `Python 3.12.4 <https://www.python.org/downloads/release/python-3124/>`_
+      - `Python 3.12.10 <https://www.python.org/downloads/release/python-3124/>`_
       - `TensorBoard 2.17.1 <https://github.com/tensorflow/tensorboard/tree/2.17.1>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.10-tf2.17-dev/images/sha256-e0cecdfacb59169335049983cdab6da578c209bb9f4d08aad97e184ae59171a6"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.10-tf2.17-dev/images/sha256-109218ad92bfae83bbd2710475f7502166e1ed54ca0b9748a9cbc3f5a1d75af1"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
-      - `tensorflow-rocm 2.17.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.17.1-cp310-cp310-manylinux_2_28_x86_64.whl>`__
+      - `tensorflow-rocm 2.17.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.17.1-cp312-cp312-manylinux_2_28_x86_64.whl>`__
       - dev
       - 22.04
-      - `Python 3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
+      - `Python 3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `TensorBoard 2.17.1 <https://github.com/tensorflow/tensorboard/tree/2.17.1>`_
 
     * - .. raw:: html
 
-           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4-py3.10-tf2.17-runtime/images/sha256-6f43de12f7eb202791b698ac51d28b72098de90034dbcd48486629b0125f7707"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.10-tf2.17-runtime/images/sha256-5d78bd5918d394f92263daa2990e88d695d27200dd90ed83ec64d20c7661c9c1"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
 
-      - `tensorflow-rocm 2.17.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.17.1-cp310-cp310-manylinux_2_28_x86_64.whl>`__
+      - `tensorflow-rocm 2.17.1 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.17.1-cp310-cp310-manylinux_2_28_x86_64.whl>`__
       - runtime
       - 22.04
-      - `Python 3.10.16 <https://www.python.org/downloads/release/python-31016/>`_
+      - `Python 3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
       - `TensorBoard 2.17.1 <https://github.com/tensorflow/tensorboard/tree/2.17.1>`_
 
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.12-tf2.16-dev/images/sha256-b09b1ad921c09c687b7c916141051e9fcf15539a5686e5aa67c689195a522719"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+
+      - `tensorflow-rocm 2.16.2 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.16.2-cp312-cp312-manylinux_2_28_x86_64.whl>`__
+      - dev
+      - 24.04
+      - `Python 3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
+      - `TensorBoard 2.16.2 <https://github.com/tensorflow/tensorboard/tree/2.16.2>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.12-tf2.16-runtime/images/sha256-20dbd824e85558abfe33fc9283cc547d88cde3c623fe95322743a5082f883a64"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+
+      - `tensorflow-rocm 2.16.2 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.16.2-cp312-cp312-manylinux_2_28_x86_64.whl>`__
+      - runtime
+      - 24.04
+      - `Python 3.12.10 <https://www.python.org/downloads/release/python-31210/>`_
+      - `TensorBoard 2.16.2 <https://github.com/tensorflow/tensorboard/tree/2.16.2>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.10-tf2.16-dev/images/sha256-36c4fa047c86e2470ac473ec1429aea6d4b8934b90ffeb34d1afab40e7e5b377"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+
+      - `tensorflow-rocm 2.16.2 <https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.10-tf2.16-dev/images/sha256-36c4fa047c86e2470ac473ec1429aea6d4b8934b90ffeb34d1afab40e7e5b377>`__
+      - dev
+      - 22.04
+      - `Python 3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
+      - `TensorBoard 2.16.2 <https://github.com/tensorflow/tensorboard/tree/2.16.2>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/tensorflow/rocm6.4.1-py3.10-tf2.16-runtime/images/sha256-a94150ffb81365234ebfa34e764db5474bc6ab7d141b56495eac349778dafcf3"><i class="fab fa-docker fa-lg"></i> rocm/tensorflow</a>
+
+      - `tensorflow-rocm 2.16.2 <https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4.1/tensorflow_rocm-2.16.2-cp312-cp312-manylinux_2_28_x86_64.whl>`__
+      - runtime
+      - 22.04
+      - `Python 3.10.17 <https://www.python.org/downloads/release/python-31017/>`_
+      - `TensorBoard 2.16.2 <https://github.com/tensorflow/tensorboard/tree/2.16.2>`_
+
 
 Critical ROCm libraries for TensorFlow
 ===============================================================================

docs/conf.py

@@ -51,12 +51,15 @@ article_pages = [
     {"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/system-health-check", "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/prerequisite-system-validation", "os": ["linux"]},
     {"file": "how-to/rocm-for-ai/training/benchmark-docker/megatron-lm", "os": ["linux"]},
     {"file": "how-to/rocm-for-ai/training/benchmark-docker/pytorch-training", "os": ["linux"]},
+    {"file": "how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry", "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"]},
@@ -66,7 +69,6 @@ article_pages = [
     {"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"]},

docs/data/how-to/rocm-for-ai/inference/vllm-benchmark-models.yaml

@@ -1,14 +1,14 @@
 vllm_benchmark:
   unified_docker:
     latest:
-      pull_tag: rocm/vllm:rocm6.3.1_instinct_vllm0.8.3_20250415
-      docker_hub_url: https://hub.docker.com/layers/rocm/vllm/rocm6.3.1_instinct_vllm0.8.3_20250415/images/sha256-ad9062dea3483d59dedb17c67f7c49f30eebd6eb37c3fac0a171fb19696cc845
+      pull_tag: rocm/vllm:rocm6.3.1_vllm0.8.5_20250513
+      docker_hub_url: https://hub.docker.com/layers/rocm/vllm/rocm6.3.1_vllm_0.8.5_20250513/images/sha256-5c8b4436dd0464119d9df2b44c745fadf81512f18ffb2f4b5dc235c71ebe26b4
       rocm_version: 6.3.1
-      vllm_version: 0.8.3
-      pytorch_version: 2.7.0 (dev nightly)
-      hipblaslt_version: 0.13
+      vllm_version: 0.8.5
+      pytorch_version: 2.7.0+gitf717b2a
+      hipblaslt_version: 0.15
   model_groups:
-    - group: Llama
+    - group: Meta Llama
       tag: llama
       models:
       - model: Llama 3.1 8B
@@ -56,7 +56,7 @@ vllm_benchmark:
         model_repo: amd/Llama-3.1-405B-Instruct-FP8-KV
         url: https://huggingface.co/amd/Llama-3.1-405B-Instruct-FP8-KV
         precision: float8
-    - group: Mistral
+    - group: Mistral AI
       tag: mistral
       models:
       - model: Mixtral MoE 8x7B
@@ -108,7 +108,7 @@ vllm_benchmark:
         url: https://huggingface.co/Qwen/QwQ-32B
         precision: float16
         tunableop: true
-    - group: DBRX
+    - group: Databricks DBRX
       tag: dbrx
       models:
       - model: DBRX Instruct
@@ -121,7 +121,7 @@ vllm_benchmark:
         model_repo: amd/dbrx-instruct-FP8-KV
         url: https://huggingface.co/amd/dbrx-instruct-FP8-KV
         precision: float8
-    - group: Gemma
+    - group: Google Gemma
       tag: gemma
       models:
       - model: Gemma 2 27B
@@ -150,3 +150,18 @@ vllm_benchmark:
         model_repo: deepseek-ai/deepseek-moe-16b-chat
         url: https://huggingface.co/deepseek-ai/deepseek-moe-16b-chat
         precision: float16
+    - group: Microsoft Phi
+      tag: phi
+      models:
+      - model: Phi-4
+        mad_tag: pyt_vllm_phi-4
+        model_repo: microsoft/phi-4
+        url: https://huggingface.co/microsoft/phi-4
+    - group: TII Falcon
+      tag: falcon
+      models:
+      - model: Falcon 180B
+        mad_tag: pyt_vllm_falcon-180b
+        model_repo: tiiuae/falcon-180B
+        url: https://huggingface.co/tiiuae/falcon-180B
+        precision: float16

docs/data/how-to/rocm-for-ai/training/megatron-lm-benchmark-models.yaml

@@ -0,0 +1,29 @@
+megatron-lm_benchmark:
+  model_groups:
+    - group: Meta Llama
+      tag: llama
+      models:
+      - model: Llama 3.3 70B
+        mad_tag: pyt_megatron_lm_train_llama-3.3-70b
+      - model: Llama 3.1 8B
+        mad_tag: pyt_megatron_lm_train_llama-3.1-8b
+      - model: Llama 3.1 70B
+        mad_tag: pyt_megatron_lm_train_llama-3.1-70b
+      - model: Llama 2 7B
+        mad_tag: pyt_megatron_lm_train_llama-2-7b
+      - model: Llama 2 70B
+        mad_tag: pyt_megatron_lm_train_llama-2-70b
+    - group: DeepSeek
+      tag: deepseek
+      models:
+      - model: DeepSeek-V3
+        mad_tag: pyt_megatron_lm_train_deepseek-v3-proxy
+      - model: DeepSeek-V2-Lite
+        mad_tag: pyt_megatron_lm_train_deepseek-v2-lite-16b
+    - group: Mistral AI
+      tag: mistral
+      models:
+      - model: Mixtral 8x7B
+        mad_tag: pyt_megatron_lm_train_mixtral-8x7b
+      - model: Mixtral 8x22B
+        mad_tag: pyt_megatron_lm_train_mixtral-8x22b-proxy

docs/how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst

@@ -24,11 +24,15 @@ PyTorch inference performance testing
    Supported models
    ================
 
+   The following models are supported for inference performance benchmarking
+   with PyTorch and ROCm. Some instructions, commands, and recommendations in this
+   documentation might vary by model -- select one to get started.
+
    .. raw:: html
 
       <div id="vllm-benchmark-ud-params-picker" class="container-fluid">
         <div class="row">
-          <div class="col-2 me-2 model-param-head">Model</div>
+          <div class="col-2 me-2 model-param-head">Model group</div>
           <div class="row col-10">
    {% for model_group in model_groups %}
             <div class="col-6 model-param" data-param-k="model-group" data-param-v="{{ model_group.tag }}" tabindex="0">{{ model_group.group }}</div>
@@ -37,7 +41,7 @@ PyTorch inference performance testing
         </div>
 
         <div class="row mt-1" style="display: none;">
-          <div class="col-2 me-2 model-param-head">Model variant</div>
+          <div class="col-2 me-2 model-param-head">Model</div>
           <div class="row col-10">
    {% for model_group in model_groups %}
       {% set models = model_group.models %}
@@ -62,47 +66,52 @@ PyTorch inference performance testing
       {% endfor %}
    {% endfor %}
 
-   Getting started
-   ===============
+   System validation
+   =================
 
-   Use the following procedures to reproduce the benchmark results on an
-   MI300X series accelerator with the prebuilt PyTorch Docker image.
+   Before running AI workloads, it's important to validate that your AMD hardware is configured
+   correctly and performing optimally.
 
-   .. _pytorch-benchmark-get-started:
+   To optimize performance, disable automatic NUMA balancing. Otherwise, the GPU
+   might hang until the periodic balancing is finalized. For more information,
+   see the :ref:`system validation steps <rocm-for-ai-system-optimization>`.
 
-   1. Disable NUMA auto-balancing.
+   .. code-block:: shell
 
-      To optimize performance, disable automatic NUMA balancing. Otherwise, the GPU
-      might hang until the periodic balancing is finalized. For more information,
-      see :ref:`AMD Instinct MI300X system optimization <mi300x-disable-numa>`.
+      # disable automatic NUMA balancing
+      sh -c 'echo 0 > /proc/sys/kernel/numa_balancing'
+      # check if NUMA balancing is disabled (returns 0 if disabled)
+      cat /proc/sys/kernel/numa_balancing
+      0
 
-      .. code-block:: shell
+   To test for optimal performance, consult the recommended :ref:`System health benchmarks
+   <rocm-for-ai-system-health-bench>`. This suite of tests will help you verify and fine-tune your
+   system's configuration.
 
-         # disable automatic NUMA balancing
-         sh -c 'echo 0 > /proc/sys/kernel/numa_balancing'
-         # check if NUMA balancing is disabled (returns 0 if disabled)
-         cat /proc/sys/kernel/numa_balancing
-         0
+   Pull the Docker image
+   =====================
 
    .. container:: model-doc pyt_chai1_inference
 
-      2. Use the following command to pull the `ROCm PyTorch Docker image <https://hub.docker.com/layers/rocm/pytorch/latest/images/sha256-05b55983e5154f46e7441897d0908d79877370adca4d1fff4899d9539d6c4969>`_ from Docker Hub.
+      Use the following command to pull the `ROCm PyTorch Docker image <https://hub.docker.com/layers/rocm/pytorch/rocm6.2.3_ubuntu22.04_py3.10_pytorch_release_2.3.0_triton_llvm_reg_issue/images/sha256-b736a4239ab38a9d0e448af6d4adca83b117debed00bfbe33846f99c4540f79b>`_ from Docker Hub.
 
-         .. code-block:: shell
+      .. code-block:: shell
 
-            docker pull rocm/pytorch:rocm6.2.3_ubuntu22.04_py3.10_pytorch_release_2.3.0_triton_llvm_reg_issue
+         docker pull rocm/pytorch:rocm6.2.3_ubuntu22.04_py3.10_pytorch_release_2.3.0_triton_llvm_reg_issue
 
-         .. note::
+      .. note::
 
-            The Chai-1 benchmark uses a specifically selected Docker image using ROCm 6.2.3 and PyTorch 2.3.0 to address an accuracy issue.
+         The Chai-1 benchmark uses a specifically selected Docker image using ROCm 6.2.3 and PyTorch 2.3.0 to address an accuracy issue.
 
    .. container:: model-doc pyt_clip_inference
 
-      2. Use the following command to pull the `ROCm PyTorch Docker image <https://hub.docker.com/layers/rocm/pytorch/rocm6.2.3_ubuntu22.04_py3.10_pytorch_release_2.3.0_triton_llvm_reg_issue/images/sha256-b736a4239ab38a9d0e448af6d4adca83b117debed00bfbe33846f99c4540f79b>`_ from Docker Hub.
+      Use the following command to pull the `ROCm PyTorch Docker image <https://hub.docker.com/layers/rocm/pytorch/latest/images/sha256-05b55983e5154f46e7441897d0908d79877370adca4d1fff4899d9539d6c4969>`_ from Docker Hub.
 
-         .. code-block:: shell
+      .. code-block:: shell
 
-            docker pull rocm/pytorch:latest
+         docker pull rocm/pytorch:latest
+
+   .. _pytorch-benchmark-get-started:
 
    Benchmarking
    ============
@@ -157,11 +166,14 @@ Further reading
 - To learn more about system settings and management practices to configure your system for
   MI300X accelerators, see `AMD Instinct MI300X system optimization <https://instinct.docs.amd.com/projects/amdgpu-docs/en/latest/system-optimization/mi300x.html>`_.
 
+- For application performance optimization strategies for HPC and AI workloads,
+  including inference with vLLM, see :doc:`../../inference-optimization/workload`.
+
 - To learn how to run LLM models from Hugging Face or your model, see
-  :doc:`Running models from Hugging Face <hugging-face-models>`.
+  :doc:`Running models from Hugging Face <../hugging-face-models>`.
 
 - To learn how to optimize inference on LLMs, see
-  :doc:`Inference optimization <../inference-optimization/index>`.
+  :doc:`Inference optimization <../../inference-optimization/index>`.
 
 - To learn how to fine-tune LLMs, see
-  :doc:`Fine-tuning LLMs <../fine-tuning/index>`.
+  :doc:`Fine-tuning LLMs <../../fine-tuning/index>`.

docs/how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst

@@ -37,11 +37,15 @@ vLLM inference performance testing
    Supported models
    ================
 
+   The following models are supported for inference performance benchmarking
+   with vLLM and ROCm. Some instructions, commands, and recommendations in this
+   documentation might vary by model -- select one to get started.
+
    .. raw:: html
 
       <div id="vllm-benchmark-ud-params-picker" class="container-fluid">
         <div class="row">
-          <div class="col-2 me-2 model-param-head">Model</div>
+          <div class="col-2 me-2 model-param-head">Model group</div>
           <div class="row col-10">
    {% for model_group in model_groups %}
             <div class="col-3 model-param" data-param-k="model-group" data-param-v="{{ model_group.tag }}" tabindex="0">{{ model_group.group }}</div>
@@ -50,7 +54,7 @@ vLLM inference performance testing
         </div>
 
         <div class="row mt-1">
-          <div class="col-2 me-2 model-param-head">Model variant</div>
+          <div class="col-2 me-2 model-param-head">Model</div>
           <div class="row col-10">
    {% for model_group in model_groups %}
       {% set models = model_group.models %}
@@ -111,35 +115,37 @@ vLLM inference performance testing
    For information on experimental features and known issues related to ROCm optimization efforts on vLLM,
    see the developer's guide at `<https://github.com/ROCm/vllm/blob/main/docs/dev-docker/README.md>`__.
 
-   Getting started
-   ===============
+   System validation
+   =================
 
-   Use the following procedures to reproduce the benchmark results on an
-   MI300X accelerator with the prebuilt vLLM Docker image.
+   Before running AI workloads, it's important to validate that your AMD hardware is configured
+   correctly and performing optimally.
 
-   .. _vllm-benchmark-get-started:
+   To optimize performance, disable automatic NUMA balancing. Otherwise, the GPU
+   might hang until the periodic balancing is finalized. For more information,
+   see the :ref:`system validation steps <rocm-for-ai-system-optimization>`.
 
-   1. Disable NUMA auto-balancing.
+   .. code-block:: shell
 
-      To optimize performance, disable automatic NUMA balancing. Otherwise, the GPU
-      might hang until the periodic balancing is finalized. For more information,
-      see :ref:`AMD Instinct MI300X system optimization <mi300x-disable-numa>`.
+      # disable automatic NUMA balancing
+      sh -c 'echo 0 > /proc/sys/kernel/numa_balancing'
+      # check if NUMA balancing is disabled (returns 0 if disabled)
+      cat /proc/sys/kernel/numa_balancing
+      0
 
-      .. code-block:: shell
+   To test for optimal performance, consult the recommended :ref:`System health benchmarks
+   <rocm-for-ai-system-health-bench>`. This suite of tests will help you verify and fine-tune your
+   system's configuration.
 
-         # disable automatic NUMA balancing
-         sh -c 'echo 0 > /proc/sys/kernel/numa_balancing'
-         # check if NUMA balancing is disabled (returns 0 if disabled)
-         cat /proc/sys/kernel/numa_balancing
-         0
+   Pull the Docker image
+   =====================
 
-   2. Download the `ROCm vLLM Docker image <{{ unified_docker.docker_hub_url }}>`_.
+   Download the `ROCm vLLM Docker image <{{ unified_docker.docker_hub_url }}>`_.
+   Use the following command to pull the Docker image from Docker Hub.
 
-      Use the following command to pull the Docker image from Docker Hub.
+   .. code-block:: shell
 
-      .. code-block:: shell
-
-         docker pull {{ unified_docker.pull_tag }}
+      docker pull {{ unified_docker.pull_tag }}
 
    Benchmarking
    ============
@@ -276,7 +282,7 @@ vLLM inference performance testing
 
             * Latency benchmark
 
-              Use this command to benchmark the latency of the {{model.model}} model on eight GPUs with the ``{{model.precision}}`` data type.
+              Use this command to benchmark the latency of the {{model.model}} model on eight GPUs with ``{{model.precision}}`` precision.
 
               .. code-block::
 
@@ -286,11 +292,11 @@ vLLM inference performance testing
 
             * Throughput benchmark
 
-              Use this command to throughput the latency of the {{model.model}} model on eight GPUs with the ``{{model.precision}}`` data type.
+              Use this command to benchmark the throughput of the {{model.model}} model on eight GPUs with ``{{model.precision}}`` precision.
 
               .. code-block:: shell
 
-                 ./vllm_benchmark_report.sh -s latency -m {{model.model_repo}} -g 8 -d {{model.precision}}
+                 ./vllm_benchmark_report.sh -s throughput -m {{model.model_repo}} -g 8 -d {{model.precision}}
 
               Find the throughput report at ``./reports_{{model.precision}}_vllm_rocm{{unified_docker.rocm_version}}/summary/{{model.model_repo.split('/', 1)[1] if '/' in model.model_repo else model.model_repo}}_throughput_report.csv``.
 
@@ -316,23 +322,23 @@ vLLM inference performance testing
 Further reading
 ===============
 
-- For application performance optimization strategies for HPC and AI workloads,
-  including inference with vLLM, see :doc:`../inference-optimization/workload`.
-
 - To learn more about the options for latency and throughput benchmark scripts,
   see `<https://github.com/ROCm/vllm/tree/main/benchmarks>`_.
 
 - To learn more about system settings and management practices to configure your system for
   MI300X accelerators, see `AMD Instinct MI300X system optimization <https://instinct.docs.amd.com/projects/amdgpu-docs/en/latest/system-optimization/mi300x.html>`_
 
+- For application performance optimization strategies for HPC and AI workloads,
+  including inference with vLLM, see :doc:`../../inference-optimization/workload`.
+
 - To learn how to run LLM models from Hugging Face or your own model, see
-  :doc:`Running models from Hugging Face <hugging-face-models>`.
+  :doc:`Running models from Hugging Face <../hugging-face-models>`.
 
 - To learn how to optimize inference on LLMs, see
-  :doc:`Inference optimization <../inference-optimization/index>`.
+  :doc:`Inference optimization <../../inference-optimization/index>`.
 
 - To learn how to fine-tune LLMs, see
-  :doc:`Fine-tuning LLMs <../fine-tuning/index>`.
+  :doc:`Fine-tuning LLMs <../../fine-tuning/index>`.
 
 Previous versions
 =================
@@ -350,6 +356,13 @@ for benchmarking, see the version-specific documentation.
      - PyTorch version
      - Resources
 
+   * - 6.3.1
+     - 0.8.3
+     - 2.7.0
+     - 
+       * `Documentation <https://rocm.docs.amd.com/en/docs-6.4.0/how-to/rocm-for-ai/inference/vllm-benchmark.html>`_
+       * `Docker Hub <https://hub.docker.com/layers/rocm/vllm/rocm6.3.1_instinct_vllm0.8.3_20250415/images/sha256-ad9062dea3483d59dedb17c67f7c49f30eebd6eb37c3fac0a171fb19696cc845>`_
+
    * - 6.3.1
      - 0.7.3
      - 2.7.0

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

@@ -20,6 +20,8 @@ training, fine-tuning, and inference. It leverages popular machine learning fram
 
 - :doc:`LLM inference frameworks <llm-inference-frameworks>`
 
-- :doc:`Performance testing <vllm-benchmark>`
+- :doc:`vLLM inference performance testing <vllm-benchmark>`
+
+- :doc:`PyTorch inference performance testing <pytorch-inference-benchmark>`
 
 - :doc:`Deploying your model <deploy-your-model>`

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

@@ -30,7 +30,7 @@ ROCm supports multiple :doc:`installation methods <rocm-install-on-linux:install
 
 * :doc:`Using the AMDGPU installer <rocm-install-on-linux:install/amdgpu-install>`
 
-* :ref:`Multi-version installation <rocm-install-on-linux:installation-types>`.
+* :ref:`Multi-version installation <rocm-install-on-linux:installation-types>`
 
 .. grid:: 1
 
@@ -59,4 +59,8 @@ images with the framework pre-installed.
 
 * :doc:`JAX for ROCm <rocm-install-on-linux:install/3rd-party/jax-install>`
 
-The sections that follow in :doc:`Training a model <../training/train-a-model>` are geared for a ROCm with PyTorch installation.
+Next steps
+==========
+
+After installing ROCm and your desired ML libraries -- and before running AI workloads -- conduct system health benchmarks
+to test the optimal performance of your AMD hardware. See :doc:`system-health-check` to get started.

docs/how-to/rocm-for-ai/system-health-check.rst

@@ -0,0 +1,104 @@
+.. meta::
+   :description: System health checks with RVS, RCCL tests, BabelStream, and TransferBench to validate AMD hardware performance running AI workloads.
+   :keywords: gpu, accelerator, system, health, validation, bench, perf, performance, rvs, rccl, babel, mi300x, mi325x, flops, bandwidth, rbt, training, inference
+
+.. _rocm-for-ai-system-health-bench:
+
+************************
+System health benchmarks
+************************
+
+Before running AI workloads, it is important to validate that your AMD hardware is configured correctly and is performing optimally. This topic outlines several system health benchmarks you can use to test key aspects like GPU compute capabilities (FLOPS), memory bandwidth, and interconnect performance. Many of these tests are part of the ROCm Validation Suite (RVS).
+
+ROCm Validation Suite (RVS) tests
+=================================
+
+RVS provides a collection of tests, benchmarks, and qualification tools, each
+targeting a specific subsystem of the system under test. It includes tests for
+GPU stress and memory bandwidth.
+
+.. _healthcheck-install-rvs:
+
+Install ROCm Validation Suite
+-----------------------------
+
+To get started, install RVS. For example, on an Ubuntu system with ROCm already
+installed, run the following command:
+
+.. code-block:: shell
+
+   sudo apt update
+   sudo apt install rocm-validation-suite
+
+See the `ROCm Validation Suite installation instructions <https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/latest/install/installation.html>`_,
+and `System validation tests <https://instinct.docs.amd.com/projects/system-acceptance/en/latest/mi300x/system-validation.html#system-validation-tests>`_
+in the Instinct documentation for more detailed instructions.
+
+Benchmark, stress, and qualification tests
+------------------------------------------
+
+The GPU stress test runs various GEMM computations as workloads to stress the GPU FLOPS performance and check whether it
+meets the configured target GFLOPS.
+
+Run the benchmark, stress, and qualification tests included with RVS. See the `Benchmark, stress, qualification
+<https://instinct.docs.amd.com/projects/system-acceptance/en/latest/mi300x/system-validation.html#benchmark-stress-qualification>`_
+section of the Instinct documentation for usage instructions.
+
+BabelStream test
+----------------
+
+BabelStream is a synthetic GPU benchmark based on the STREAM benchmark for
+CPUs, measuring memory transfer rates to and from global device memory.
+BabelStream tests are included with the RVS package as part of the `BABEL module
+<https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/latest/conceptual/rvs-modules.html#babel-benchmark-test-babel-module>`_.
+
+For more information, see `Performance benchmarking
+<https://instinct.docs.amd.com/projects/system-acceptance/en/latest/mi300x/performance-bench.html#babelstream-benchmarking-results>`_
+in the Instinct documentation.
+
+RCCL tests
+==========
+
+The ROCm Communication Collectives Library (RCCL) enables efficient multi-GPU
+communication. The `<https://github.com/ROCm/rccl-tests>`__ suite benchmarks
+the performance and verifies the correctness of these collective operations.
+This helps ensure optimal scaling for multi-accelerator tasks.
+
+1. To get started, build RCCL-tests using the official instructions in the README at
+   `<https://github.com/ROCm/rccl-tests?tab=readme-ov-file#build>`__ or use the
+   following commands:
+
+   .. code-block:: shell
+
+      git clone https://github.com/ROCm/rccl-tests.git
+      cd rccl-tests
+      make
+
+2. Run the suggested RCCL tests -- see `RCCL benchmarking
+   <https://instinct.docs.amd.com/projects/system-acceptance/en/latest/mi300x/performance-bench.html#rccl-benchmarking-results>`_
+   in the Instinct performance benchmarking documentation for instructions.
+
+TransferBench test
+==================
+
+TransferBench is a standalone utility for benchmarking simultaneous data
+transfer performance between various devices in the system, including
+CPU-to-GPU and GPU-to-GPU (peer-to-peer). This helps identify potential
+bottlenecks in data movement between the host system and the GPUs, or between
+GPUs, which can impact end-to-end latency.
+
+.. _healthcheck-install-transferbench:
+
+1. To get started, use the instructions in the `TransferBench documentation
+   <https://rocm.docs.amd.com/projects/TransferBench/en/latest/install/install.html#install-transferbench>`_
+   or use the following commands:
+
+   .. code:: shell
+
+      git clone https://github.com/ROCm/TransferBench.git
+      cd TransferBench
+      CC=hipcc make
+
+2. Run the suggested TransferBench tests -- see `TransferBench benchmarking
+   <https://instinct.docs.amd.com/projects/system-acceptance/en/latest/mi300x/performance-bench.html#transferbench-benchmarking-results>`_
+   in the Instinct performance benchmarking documentation for instructions.

docs/how-to/rocm-for-ai/training/benchmark-docker/jax-maxtext.rst

@@ -79,11 +79,18 @@ across different input sequences. Support for packed input format is planned for
 System validation
 =================
 
-If you have already validated your system settings, including NUMA
-auto-balancing, skip this step. Otherwise, complete the :ref:`system validation
-and optimization steps <train-a-model-system-validation>` to set up your system
+Before running AI workloads, it's important to validate that your AMD hardware is configured
+correctly and performing optimally.
+
+If you have already validated your system settings, including aspects like NUMA auto-balancing, you
+can skip this step. Otherwise, complete the procedures in the :ref:`System validation and
+optimization <rocm-for-ai-system-optimization>` guide to properly configure your system settings
 before starting training.
 
+To test for optimal performance, consult the recommended :ref:`System health benchmarks
+<rocm-for-ai-system-health-bench>`. This suite of tests will help you verify and fine-tune your
+system's configuration.
+
 Environment setup
 =================
 
@@ -175,8 +182,8 @@ with RDMA, skip ahead to :ref:`amd-maxtext-download-docker`.
 
 .. _amd-maxtext-download-docker:
 
-Download the Docker image
--------------------------
+Pull the Docker image
+---------------------
 
 1. Use the following command to pull the Docker image from Docker Hub.
 

docs/how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry.rst

@@ -0,0 +1,175 @@
+.. meta::
+   :description: How to train a model using LLM Foundry for ROCm.
+   :keywords: ROCm, AI, LLM, train, PyTorch, torch, Llama, flux, tutorial, docker
+
+******************************************
+Training MPT-30B with LLM Foundry and ROCm
+******************************************
+
+MPT-30B is a 30-billion parameter decoder-style transformer-based model from
+the Mosaic Pretrained Transformer (MPT) family -- learn more about it in
+MosaicML's research blog `MPT-30B: Raising the bar for open-source foundation
+models <https://www.databricks.com/blog/mpt-30b>`_.
+
+ROCm and `<https://github.com/ROCm/MAD>`__ provide a pre-configured training
+environment for the MPT-30B model using the ``rocm/pytorch-training:v25.5``
+base `Docker image <https://hub.docker.com/layers/rocm/pytorch-training/v25.5/images/sha256-d47850a9b25b4a7151f796a8d24d55ea17bba545573f0d50d54d3852f96ecde5>`_
+and the `LLM Foundry <https://github.com/mosaicml/llm-foundry>`_ framework.
+This environment packages the following software components to train
+on AMD Instinct MI300X series accelerators:
+
++--------------------------+--------------------------------+
+| Software component       | Version                        |
++==========================+================================+
+| ROCm                     | 6.3.4                          |
++--------------------------+--------------------------------+
+| PyTorch                  | 2.7.0a0+git6374332             |
++--------------------------+--------------------------------+
+| Flash Attention          | 3.0.0.post1                    |
++--------------------------+--------------------------------+
+
+Using this image, you can build, run, and test the training process
+for MPT-30B with access to detailed logs and performance metrics.
+
+System validation
+=================
+
+Before running AI workloads, it's important to validate that your AMD hardware is configured
+correctly and performing optimally.
+
+If you have already validated your system settings, including aspects like NUMA auto-balancing, you
+can skip this step. Otherwise, complete the procedures in the :ref:`System validation and
+optimization <rocm-for-ai-system-optimization>` guide to properly configure your system settings
+before starting training.
+
+To test for optimal performance, consult the recommended :ref:`System health benchmarks
+<rocm-for-ai-system-health-bench>`. This suite of tests will help you verify and fine-tune your
+system's configuration.
+
+Getting started
+===============
+
+The following procedures help you set up the training environment in a
+reproducible Docker container. This training environment is tailored for
+training MPT-30B using LLM Foundry and the specific model configurations outlined.
+Other configurations and run conditions outside those described in this
+document are not validated.
+
+.. tab-set::
+
+   .. tab-item:: MAD-integrated benchmarking
+
+      On your host machine, clone the ROCm Model Automation and Dashboarding
+      (`<https://github.com/ROCm/MAD>`__) repository to a local directory and
+      install the required packages.
+
+      .. code-block:: shell
+
+         git clone https://github.com/ROCm/MAD
+         cd MAD
+         pip install -r requirements.txt
+
+      Use this command to initiate the MPT-30B training benchmark.
+
+      .. code-block:: shell
+
+         python3 tools/run_models.py --tags pyt_mpt30b_training --keep-model-dir --live-output --clean-docker-cache
+
+      .. tip::
+
+         If you experience data download failures, set the
+         ``MAD_SECRETS_HFTOKEN`` variable to your Hugging Face access token. See
+         `User access tokens <https://huggingface.co/docs/hub/security-tokens>`_
+         for details.
+
+         .. code-block:: shell
+
+            export MAD_SECRETS_HFTOKEN="your personal Hugging Face token to access gated models"
+
+      .. note::
+
+         For improved performance (training throughput), consider enabling TunableOp.
+         By default, ``pyt_mpt30b_training`` runs with TunableOp disabled. To enable it,
+         run ``tools/run_models.py`` with the ``--tunableop on`` argument or edit the
+         ``models.json`` configuration before running training.
+
+         Although this might increase the initial training time, it can result in a performance gain.
+
+   .. tab-item:: Standalone benchmarking
+
+      To set up the training environment, clone the
+      `<https://github.com/ROCm/MAD>`__ repo and build the Docker image. In
+      this snippet, the image is named ``mosaic_mpt30_image``.
+
+      .. code-block:: shell
+
+         git clone https://github.com/ROCm/MAD
+         cd MAD
+
+         docker build --build-arg MAD_SYSTEM_GPU_ARCHITECTURE=gfx942 -f docker/pyt_mpt30b_training.ubuntu.amd.Dockerfile -t mosaic_mpt30_image .
+
+      Start a ``mosaic_mpt30_image`` container using the following command.
+
+      .. code-block:: shell
+
+         docker run -it --device=/dev/kfd --device=/dev/dri --group-add=video --ipc=host --shm-size=8G mosaic_mpt30_image
+
+      In the Docker container, clone the `<https://github.com/ROCm/MAD>`__
+      repository and navigate to the benchmark scripts directory at
+      ``/workspace/MAD/scripts/pyt_mpt30b_training``.
+
+      .. code-block:: shell
+
+         git clone https://github.com/ROCm/MAD
+         cd MAD/scripts/pyt_mpt30b_training
+
+      To initiate the training process, use the following command. This script uses the hyperparameters defined in
+      ``mpt-30b-instruct.yaml``.
+
+      .. code-block:: shell
+
+         source run.sh
+
+      .. note::
+
+         For improved performance (training throughput), consider enabling TunableOp.
+         To enable it, add the ``--tunableop on`` flag.
+
+         .. code-block:: shell
+
+            source run.sh --tunableop on
+
+         Although this might increase the initial training time, it can result in a performance gain.
+
+Interpreting the output
+=======================
+
+The training output will be displayed in the terminal and simultaneously saved
+to the ``output.txt`` file in the current directory. Key performance metrics will
+also be extracted and appended to the ``perf_pyt_mpt30b_training.csv`` file.
+
+Key performance metrics include:
+
+- Training logs: Real-time display of loss metrics, accuracy, and training progress.
+
+- Model checkpoints: Periodically saved model snapshots for potential resume or evaluation.
+
+- Performance metrics: Detailed summaries of training speed and training loss metrics.
+
+  - Performance (throughput/samples_per_sec)
+
+    Overall throughput, measuring the total samples processed per second. Higher values indicate better hardware utilization.
+
+  - Performance per device (throughput/samples_per_sec)
+
+    Throughput on a per-device basis, showing how each GPU or CPU is performing.
+
+  - Language Cross Entropy (metrics/train/LanguageCrossEntropy)
+
+    Measures prediction accuracy. Lower cross entropy suggests the model’s output is closer to the expected distribution.
+
+  - Training loss (loss/train/total)
+
+    Overall training loss. A decreasing trend indicates the model is learning effectively.
+
+

docs/how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.rst

@@ -77,11 +77,18 @@ popular AI models.
 System validation
 =================
 
-If you have already validated your system settings, including NUMA
-auto-balancing, skip this step. Otherwise, complete the :ref:`system validation
-and optimization steps <train-a-model-system-validation>` to set up your system
+Before running AI workloads, it's important to validate that your AMD hardware is configured
+correctly and performing optimally.
+
+If you have already validated your system settings, including aspects like NUMA auto-balancing, you
+can skip this step. Otherwise, complete the procedures in the :ref:`System validation and
+optimization <rocm-for-ai-system-optimization>` guide to properly configure your system settings
 before starting training.
 
+To test for optimal performance, consult the recommended :ref:`System health benchmarks
+<rocm-for-ai-system-health-bench>`. This suite of tests will help you verify and fine-tune your
+system's configuration.
+
 This Docker image is optimized for specific model configurations outlined
 below. Performance can vary for other training workloads, as AMD 
 doesn’t validate configurations and run conditions outside those described.

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

@@ -21,8 +21,12 @@ In this guide, you'll learn about:
 
 - Training a model
 
-  - :doc:`Train a model with Megatron-LM <benchmark-docker/megatron-lm>`
+  - :doc:`With Megatron-LM <benchmark-docker/megatron-lm>`
 
-  - :doc:`Train a model with PyTorch <benchmark-docker/pytorch-training>`
+  - :doc:`With PyTorch <benchmark-docker/pytorch-training>`
+
+  - :doc:`With JAX MaxText <benchmark-docker/jax-maxtext>`
+
+  - :doc:`With LLM Foundry <benchmark-docker/mpt-llm-foundry>`
 
 - :doc:`Scaling model training <scale-model-training>`

docs/how-to/rocm-for-ai/training/prerequisite-system-validation.rst

@@ -5,12 +5,13 @@
    :keywords: ROCm, AI, LLM, train, megatron, Llama, tutorial, docker, torch, pytorch, jax
 
 .. _train-a-model-system-validation:
+.. _rocm-for-ai-system-optimization:
 
-**********************************************
-Prerequisite system validation before training
-**********************************************
+**********************************************************
+Prerequisite system validation before running AI workloads
+**********************************************************
 
-Complete the following system validation and optimization steps to set up your system before starting training.
+Complete the following system validation and optimization steps to set up your system before starting training and inference.
 
 Disable NUMA auto-balancing
 ---------------------------
@@ -26,7 +27,8 @@ the output is ``1``, run the following command to disable NUMA auto-balancing.
 
    sudo sh -c 'echo 0 > /proc/sys/kernel/numa_balancing'
 
-See :ref:`mi300x-disable-numa` for more information.
+See `Disable NUMA auto-balancing <https://instinct.docs.amd.com/projects/amdgpu-docs/en/latest/system-optimization/mi300x.html#disable-numa-auto-balancing>`_
+in the Instinct documentation for more information.
 
 Hardware verification with ROCm
 -------------------------------
@@ -42,7 +44,8 @@ Run the command:
 
    rocm-smi --setperfdeterminism 1900
 
-See :ref:`mi300x-hardware-verification-with-rocm` for more information.
+See `Hardware verfication for ROCm <https://instinct.docs.amd.com/projects/amdgpu-docs/en/latest/system-optimization/mi300x.html#hardware-verification-with-rocm>`_
+in the Instinct documentation for more information.
 
 RCCL Bandwidth Test for multi-node setups
 -----------------------------------------

docs/reference/api-libraries.md

@@ -45,7 +45,7 @@
 (communication-libraries)=
 
 * {doc}`RCCL <rccl:index>`
-* [rocSHMEM](https://github.com/ROCm/rocSHMEM)
+* {doc}`rocSHMEM <rocshmem:index>`
 :::
 
 :::{grid-item-card} Math

docs/reference/gpu-arch-specs.rst

@@ -281,13 +281,31 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - SGPR File (KiB)
           - GFXIP Major version
           - GFXIP Minor version
+        *
+          - Radeon AI PRO R9700
+          - RDNA4
+          - gfx1201
+          - 16
+          - 64
+          - 32 or 64
+          - 128
+          - 64
+          - 8
+          - N/A
+          - 32
+          - 16
+          - 32
+          - 768
+          - 32
+          - 12
+          - 0
         *
           - Radeon PRO V710
           - RDNA3
           - gfx1101
           - 28
           - 54
-          - 32
+          - 32 or 64
           - 128
           - 56
           - 4
@@ -296,7 +314,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -305,7 +323,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1100
           - 48
           - 96
-          - 32
+          - 32 or 64
           - 128
           - 96
           - 6
@@ -314,7 +332,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -323,7 +341,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1100
           - 48
           - 96
-          - 32
+          - 32 or 64
           - 128
           - 96
           - 6
@@ -332,7 +350,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -341,7 +359,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1100
           - 48
           - 70
-          - 32
+          - 32 or 64
           - 128
           - 96
           - 6
@@ -350,7 +368,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -359,7 +377,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1100
           - 32
           - 70
-          - 32
+          - 32 or 64
           - 128
           - 64
           - 6
@@ -368,7 +386,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -377,7 +395,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1101
           - 16
           - 48
-          - 32
+          - 32 or 64
           - 128
           - 64
           - 4
@@ -386,7 +404,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -395,7 +413,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1030
           - 32
           - 60
-          - 32
+          - 32 or 64
           - 128
           - 128
           - 4
@@ -404,7 +422,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -413,7 +431,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1032
           - 8
           - 28
-          - 32
+          - 32 or 64
           - 128
           - 32
           - 2
@@ -422,7 +440,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -431,7 +449,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1030
           - 32
           - 72
-          - 32
+          - 32 or 64
           - 128
           - 128
           - 4
@@ -440,7 +458,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -449,7 +467,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1012
           - 8
           - 22
-          - 32
+          - 32 or 64
           - 128
           -
           - 4
@@ -504,13 +522,85 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - SGPR File (KiB)
           - GFXIP Major version
           - GFXIP Minor version
+        *
+          - Radeon RX 9070 XT
+          - RDNA4
+          - gfx1201
+          - 16
+          - 64
+          - 32 or 64
+          - 128
+          - 64
+          - 8
+          - N/A
+          - 32
+          - 16
+          - 32
+          - 768
+          - 32
+          - 12
+          - 0
+        *
+          - Radeon RX 9070 GRE
+          - RDNA4
+          - gfx1201
+          - 16
+          - 48
+          - 32 or 64
+          - 128
+          - 48
+          - 6
+          - N/A
+          - 32
+          - 16
+          - 32
+          - 768
+          - 32
+          - 12
+          - 0
+        *
+          - Radeon RX 9070
+          - RDNA4
+          - gfx1201
+          - 16
+          - 56
+          - 32 or 64
+          - 128
+          - 64
+          - 8
+          - N/A
+          - 32
+          - 16
+          - 32
+          - 768
+          - 32
+          - 12
+          - 0
+        *
+          - Radeon RX 9060 XT
+          - RDNA4
+          - gfx1200
+          - 16
+          - 32
+          - 32 or 64
+          - 128
+          - 32
+          - 4
+          - N/A
+          - 32
+          - 16
+          - 32
+          - 768
+          - 32
+          - 12
+          - 0
         *
           - Radeon RX 7900 XTX
           - RDNA3
           - gfx1100
           - 24
           - 96
-          - 32
+          - 32 or 64
           - 128
           - 96
           - 6
@@ -519,7 +609,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -528,7 +618,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1100
           - 20
           - 84
-          - 32
+          - 32 or 64
           - 128
           - 80
           - 6
@@ -537,7 +627,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -546,7 +636,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1100
           - 16
           - 80
-          - 32
+          - 32 or 64
           - 128
           - 64
           - 6
@@ -555,7 +645,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -564,7 +654,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1101
           - 16
           - 60
-          - 32
+          - 32 or 64
           - 128
           - 64
           - 4
@@ -573,7 +663,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -582,7 +672,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1101
           - 12
           - 54
-          - 32
+          - 32 or 64
           - 128
           - 48
           - 4
@@ -591,7 +681,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 768
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -600,7 +690,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1102
           - 8
           - 32
-          - 32
+          - 32 or 64
           - 128
           - 32
           - 2
@@ -609,7 +699,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 11
           - 0
         *
@@ -618,7 +708,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1030
           - 16
           - 80
-          - 32
+          - 32 or 64
           - 128
           - 128
           - 4
@@ -627,7 +717,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -636,7 +726,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1030
           - 16
           - 80
-          - 32
+          - 32 or 64
           - 128
           - 128
           - 4
@@ -645,7 +735,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -654,7 +744,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1030
           - 16
           - 72
-          - 32
+          - 32 or 64
           - 128
           - 128
           - 4
@@ -663,7 +753,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -672,7 +762,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1030
           - 16
           - 60
-          - 32
+          - 32 or 64
           - 128
           - 128
           - 4
@@ -681,7 +771,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -690,7 +780,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1031
           - 12
           - 40
-          - 32
+          - 32 or 64
           - 128
           - 96
           - 3
@@ -699,7 +789,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -708,7 +798,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1031
           - 12
           - 40
-          - 32
+          - 32 or 64
           - 128
           - 96
           - 3
@@ -717,7 +807,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -726,7 +816,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1031
           - 10
           - 36
-          - 32
+          - 32 or 64
           - 128
           - 80
           - 3
@@ -735,7 +825,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -744,7 +834,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1032
           - 8
           - 32
-          - 32
+          - 32 or 64
           - 128
           - 32
           - 2
@@ -753,7 +843,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -762,7 +852,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1032
           - 8
           - 32
-          - 32
+          - 32 or 64
           - 128
           - 32
           - 2
@@ -771,7 +861,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *
@@ -780,7 +870,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - gfx1032
           - 8
           - 28
-          - 32
+          - 32 or 64
           - 128
           - 32
           - 2
@@ -789,7 +879,7 @@ For more information about ROCm hardware compatibility, see the ROCm `Compatibil
           - 16
           - 32
           - 512
-          - 16
+          - 32
           - 10
           - 3
         *

docs/release/versions.md

@@ -10,6 +10,7 @@
 
 | Version | Release date |
 | ------- | ------------ |
+| [6.4.1](https://rocm.docs.amd.com/en/docs-6.4.1/) | May 21, 2025 |
 | [6.4.0](https://rocm.docs.amd.com/en/docs-6.4.0/) | April 11, 2025 |
 | [6.3.3](https://rocm.docs.amd.com/en/docs-6.3.3/) | February 19, 2025 |
 | [6.3.2](https://rocm.docs.amd.com/en/docs-6.3.2/) | January 28, 2025 |

docs/sphinx/_toc.yml.in

@@ -12,14 +12,14 @@ subtrees:
   - file: compatibility/compatibility-matrix.rst
     title: Compatibility matrix
     entries:
-    - url: https://rocm.docs.amd.com/projects/install-on-linux-internal/en/latest/reference/system-requirements.html
+    - url: https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html
       title: Linux system requirements
     - url: https://rocm.docs.amd.com/projects/install-on-windows/en/${branch}/reference/system-requirements.html
       title: Windows system requirements
 
 - caption: Install
   entries:
-  - url: https://rocm.docs.amd.com/projects/install-on-linux-internal/en/latest/
+  - url: https://rocm.docs.amd.com/projects/install-on-linux/en/latest/
     title: ROCm on Linux
   - url: https://rocm.docs.amd.com/projects/install-on-windows/en/${branch}/
     title: HIP SDK on Windows
@@ -36,16 +36,22 @@ subtrees:
     title: Use ROCm for AI
     subtrees:
     - entries:
+      - file: how-to/rocm-for-ai/install.rst
+        title: Installation
+      - file: how-to/rocm-for-ai/system-health-check.rst
+        title: System health benchmarks
       - file: how-to/rocm-for-ai/training/index.rst
         title: Training
         subtrees:
         - entries:
-          - file: how-to/rocm-for-ai/training/benchmark-docker/megatron-lm
+          - file: how-to/rocm-for-ai/training/benchmark-docker/megatron-lm.rst
             title: Train a model with Megatron-LM
-          - file: how-to/rocm-for-ai/training/benchmark-docker/pytorch-training
+          - file: how-to/rocm-for-ai/training/benchmark-docker/pytorch-training.rst
             title: Train a model with PyTorch
-          - file: how-to/rocm-for-ai/training/benchmark-docker/jax-maxtext
+          - file: how-to/rocm-for-ai/training/benchmark-docker/jax-maxtext.rst
             title: Train a model with JAX MaxText
+          - file: how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry
+            title: Train a model with LLM Foundry
           - file: how-to/rocm-for-ai/training/scale-model-training.rst
             title: Scale model training
 
@@ -68,15 +74,13 @@ subtrees:
         title: Inference
         subtrees:
         - entries:
-          - file: how-to/rocm-for-ai/inference/install.rst
-            title: Installation
           - file: how-to/rocm-for-ai/inference/hugging-face-models.rst
             title: Run models from Hugging Face
           - file: how-to/rocm-for-ai/inference/llm-inference-frameworks.rst
             title: LLM inference frameworks
-          - file: how-to/rocm-for-ai/inference/vllm-benchmark.rst
+          - file: how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst
             title: vLLM inference performance testing
-          - file: how-to/rocm-for-ai/inference/pytorch-inference-benchmark.rst
+          - file: how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst
             title: PyTorch inference performance testing
           - file: how-to/rocm-for-ai/inference/deploy-your-model.rst
             title: Deploy your model

docs/sphinx/requirements.in

@@ -1,4 +1,4 @@
-rocm-docs-core==1.18.2
+rocm-docs-core==1.20.0
 sphinx-reredirects
 sphinx-sitemap
 sphinxcontrib.datatemplates==0.11.0

docs/sphinx/requirements.txt

@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.10
 # by the following command:
 #
-#    pip-compile docs/sphinx/requirements.in
+#    pip-compile requirements.in
 #
 accessible-pygments==0.0.5
     # via pydata-sphinx-theme
@@ -10,74 +10,73 @@ alabaster==1.0.0
     # via sphinx
 asttokens==3.0.0
     # via stack-data
-attrs==25.1.0
+attrs==25.3.0
     # via
     #   jsonschema
     #   jupyter-cache
     #   referencing
-babel==2.16.0
+babel==2.17.0
     # via
     #   pydata-sphinx-theme
     #   sphinx
-beautifulsoup4==4.12.3
+beautifulsoup4==4.13.4
     # via pydata-sphinx-theme
-breathe==4.35.0
+breathe==4.36.0
     # via rocm-docs-core
-certifi==2024.8.30
+certifi==2025.4.26
     # via requests
 cffi==1.17.1
     # via
     #   cryptography
     #   pynacl
-charset-normalizer==3.4.0
+charset-normalizer==3.4.2
     # via requests
-click==8.1.7
+click==8.2.1
     # via
     #   jupyter-cache
     #   sphinx-external-toc
 comm==0.2.2
     # via ipykernel
-cryptography==44.0.1
+cryptography==45.0.3
     # via pyjwt
-debugpy==1.8.12
+debugpy==1.8.14
     # via ipykernel
-decorator==5.1.1
+decorator==5.2.1
     # via ipython
 defusedxml==0.7.1
     # via sphinxcontrib-datatemplates
-deprecated==1.2.15
+deprecated==1.2.18
     # via pygithub
 docutils==0.21.2
     # via
-    #   breathe
     #   myst-parser
     #   pydata-sphinx-theme
     #   sphinx
-exceptiongroup==1.2.2
+exceptiongroup==1.3.0
     # via ipython
 executing==2.2.0
     # via stack-data
-fastjsonschema==2.20.0
+fastjsonschema==2.21.1
     # via
     #   nbformat
     #   rocm-docs-core
-gitdb==4.0.11
+gitdb==4.0.12
     # via gitpython
-gitpython==3.1.43
+gitpython==3.1.44
     # via rocm-docs-core
-greenlet==3.1.1
+greenlet==3.2.2
     # via sqlalchemy
 idna==3.10
     # via requests
 imagesize==1.4.1
     # via sphinx
-importlib-metadata==8.6.1
+importlib-metadata==8.7.0
     # via
     #   jupyter-cache
     #   myst-nb
 ipykernel==6.29.5
     # via myst-nb
-ipython==8.31.0
+ipython==8.36.0
     # via
     #   ipykernel
     #   myst-nb
@@ -87,9 +86,9 @@ jinja2==3.1.6
     # via
     #   myst-parser
     #   sphinx
-jsonschema==4.23.0
+jsonschema==4.24.0
     # via nbformat
-jsonschema-specifications==2024.10.1
+jsonschema-specifications==2025.4.1
     # via jsonschema
 jupyter-cache==1.0.1
     # via myst-nb
@@ -97,7 +96,7 @@ jupyter-client==8.6.3
     # via
     #   ipykernel
     #   nbclient
-jupyter-core==5.7.2
+jupyter-core==5.8.1
     # via
     #   ipykernel
     #   jupyter-client
@@ -117,9 +116,9 @@ mdit-py-plugins==0.4.2
     # via myst-parser
 mdurl==0.1.2
     # via markdown-it-py
-myst-nb==1.1.2
+myst-nb==1.2.0
     # via rocm-docs-core
-myst-parser==4.0.0
+myst-parser==4.0.1
     # via myst-nb
 nbclient==0.10.2
     # via
@@ -132,19 +131,20 @@ nbformat==5.10.4
     #   nbclient
 nest-asyncio==1.6.0
     # via ipykernel
-packaging==24.2
+packaging==25.0
     # via
     #   ipykernel
+    #   pydata-sphinx-theme
     #   sphinx
 parso==0.8.4
     # via jedi
 pexpect==4.9.0
     # via ipython
-platformdirs==4.3.6
+platformdirs==4.3.8
     # via jupyter-core
-prompt-toolkit==3.0.50
+prompt-toolkit==3.0.51
     # via ipython
-psutil==6.1.1
+psutil==7.0.0
     # via ipykernel
 ptyprocess==0.7.0
     # via pexpect
@@ -152,19 +152,19 @@ pure-eval==0.2.3
     # via stack-data
 pycparser==2.22
     # via cffi
-pydata-sphinx-theme==0.16.0
+pydata-sphinx-theme==0.15.4
     # via
     #   rocm-docs-core
     #   sphinx-book-theme
-pygithub==2.5.0
+pygithub==2.6.1
     # via rocm-docs-core
-pygments==2.18.0
+pygments==2.19.1
     # via
     #   accessible-pygments
     #   ipython
     #   pydata-sphinx-theme
     #   sphinx
-pyjwt[crypto]==2.10.0
+pyjwt[crypto]==2.10.1
     # via pygithub
 pynacl==1.5.0
     # via pygithub
@@ -178,7 +178,7 @@ pyyaml==6.0.2
     #   rocm-docs-core
     #   sphinx-external-toc
     #   sphinxcontrib-datatemplates
-pyzmq==26.2.0
+pyzmq==26.4.0
     # via
     #   ipykernel
     #   jupyter-client
@@ -190,19 +190,19 @@ requests==2.32.3
     # via
     #   pygithub
     #   sphinx
-rocm-docs-core==1.18.2
+rocm-docs-core==1.20.0
     # via -r requirements.in
-rpds-py==0.22.3
+rpds-py==0.25.1
     # via
     #   jsonschema
     #   referencing
 six==1.17.0
     # via python-dateutil
-smmap==5.0.1
+smmap==5.0.2
     # via gitdb
-snowballstemmer==2.2.0
+snowballstemmer==3.0.1
     # via sphinx
-soupsieve==2.6
+soupsieve==2.7
     # via beautifulsoup4
 sphinx==8.1.3
     # via
@@ -220,7 +220,7 @@ sphinx==8.1.3
     #   sphinx-sitemap
     #   sphinxcontrib-datatemplates
     #   sphinxcontrib-runcmd
-sphinx-book-theme==1.1.3
+sphinx-book-theme==1.1.4
     # via rocm-docs-core
 sphinx-copybutton==0.5.2
     # via rocm-docs-core
@@ -228,7 +228,7 @@ sphinx-design==0.6.1
     # via rocm-docs-core
 sphinx-external-toc==1.0.1
     # via rocm-docs-core
-sphinx-notfound-page==1.0.4
+sphinx-notfound-page==1.1.0
     # via rocm-docs-core
 sphinx-reredirects==0.1.6
     # via -r requirements.in
@@ -250,15 +250,15 @@ sphinxcontrib-runcmd==0.2.0
     # via sphinxcontrib-datatemplates
 sphinxcontrib-serializinghtml==2.0.0
     # via sphinx
-sqlalchemy==2.0.37
+sqlalchemy==2.0.41
     # via jupyter-cache
 stack-data==0.6.3
     # via ipython
 tabulate==0.9.0
     # via jupyter-cache
-tomli==2.1.0
+tomli==2.2.1
     # via sphinx
-tornado==6.4.2
+tornado==6.5.1
     # via
     #   ipykernel
     #   jupyter-client
@@ -272,21 +272,23 @@ traitlets==5.14.3
     #   matplotlib-inline
     #   nbclient
     #   nbformat
-typing-extensions==4.12.2
+typing-extensions==4.13.2
     # via
+    #   beautifulsoup4
+    #   exceptiongroup
     #   ipython
     #   myst-nb
     #   pydata-sphinx-theme
     #   pygithub
     #   referencing
     #   sqlalchemy
-urllib3==2.2.3
+urllib3==2.4.0
     # via
     #   pygithub
     #   requests
 wcwidth==0.2.13
     # via prompt-toolkit
-wrapt==1.17.0
+wrapt==1.17.2
     # via deprecated
-zipp==3.21.0
+zipp==3.22.0
     # via importlib-metadata

docs/what-is-rocm.rst

@@ -52,7 +52,7 @@ Communication
   :header: "Component", "Description"
 
   ":doc:`RCCL <rccl:index>`", "Standalone library that provides multi-GPU and multi-node collective communication primitives"
-  "`rocSHMEM <https://github.com/ROCm/rocSHMEM>`_", "Runtime that provides GPU-centric networking through an OpenSHMEM-like interface. This intra-kernel networking library simplifies application code complexity and enables more fine-grained communication/computation overlap than traditional host-driven networking."
+  ":doc:`rocSHMEM <rocshmem:index>`", "An intra-kernel networking library that provides GPU-centric networking through an OpenSHMEM-like interface"
 
 Math
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
@@ -117,6 +117,11 @@ Performance
   ":doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`", "Toolkit for developing analysis tools for profiling and tracing GPU compute applications. This toolkit is in beta and subject to change"
   ":doc:`ROCTracer <roctracer:index>`", "Intercepts runtime API calls and traces asynchronous activity"
 
+.. note::
+
+  `ROCprof Compute Viewer <https://rocm.docs.amd.com/projects/rocprof-compute-viewer/en/amd-mainline/>`_ is a tool for visualizing and analyzing GPU thread trace data collected using :doc:`rocprofv3 <rocprofiler-sdk:index>`.
+  Note that `ROCprof Compute Viewer <https://rocm.docs.amd.com/projects/rocprof-compute-viewer/en/amd-mainline/>`_ is in an early access state. Running production workloads is not recommended.
+
 Development
 ^^^^^^^^^^^
 

tools/autotag/components.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-6.4.0"
+    <default revision="refs/tags/rocm-6.4.1"
      remote="rocm-org"
      sync-c="true"
      sync-j="4" />

tools/rocm-build/rocm-6.4.1.xml

@@ -0,0 +1,79 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<manifest>
+    <remote name="rocm-org" fetch="https://github.com/ROCm/" />
+    <default revision="refs/tags/rocm-6.4.1"
+     remote="rocm-org"
+     sync-c="true"
+     sync-j="4" />
+<!--list of projects for ROCm-->
+    <project name="ROCm" revision="roc-6.4.x" />
+    <project name="ROCK-Kernel-Driver" />
+    <project name="ROCR-Runtime" />
+    <project name="amdsmi" />
+    <project name="rdc" />
+    <project name="rocm_bandwidth_test" />
+    <project name="rocm_smi_lib" />
+    <project name="rocm-core" />
+    <project name="rocm-examples" />
+    <project name="rocminfo" />
+    <project name="rocprofiler" />
+    <project name="rocprofiler-register" />
+    <project name="rocprofiler-sdk" />
+    <project name="rocprofiler-compute" />
+    <project name="rocprofiler-systems" />
+    <project name="roctracer" />
+<!--HIP Projects-->
+    <project name="HIP" />
+    <project name="hip-tests" />
+    <project name="HIPIFY" />
+    <project name="clr" />
+    <project name="hipother" />
+<!-- The following projects are all associated with the AMDGPU LLVM compiler -->
+    <project name="half" />
+    <project name="llvm-project" />
+    <project name="spirv-llvm-translator" />
+<!-- gdb projects -->
+    <project name="ROCdbgapi" />
+    <project name="ROCgdb" />
+    <project name="rocr_debug_agent" />
+<!-- ROCm Libraries -->
+    <project groups="mathlibs" name="AMDMIGraphX" />
+    <project groups="mathlibs" name="MIOpen" />
+    <project groups="mathlibs" name="MIVisionX" />
+    <project groups="mathlibs" name="ROCmValidationSuite" />
+    <project groups="mathlibs" name="Tensile" />
+    <project groups="mathlibs" name="composable_kernel" />
+    <project groups="mathlibs" name="hipBLAS-common" />
+    <project groups="mathlibs" name="hipBLAS" />
+    <project groups="mathlibs" name="hipBLASLt" />
+    <project groups="mathlibs" name="hipCUB" />
+    <project groups="mathlibs" name="hipFFT" />
+    <project groups="mathlibs" name="hipRAND" />
+    <project groups="mathlibs" name="hipSOLVER" />
+    <project groups="mathlibs" name="hipSPARSE" />
+    <project groups="mathlibs" name="hipSPARSELt" />
+    <project groups="mathlibs" name="hipTensor" />
+    <project groups="mathlibs" name="hipfort" />
+    <project groups="mathlibs" name="rccl" />
+    <project groups="mathlibs" name="rocAL" />
+    <project groups="mathlibs" name="rocALUTION" />
+    <project groups="mathlibs" name="rocBLAS" />
+    <project groups="mathlibs" name="rocDecode" />
+    <project groups="mathlibs" name="rocJPEG" />
+    <project groups="mathlibs" name="rocPyDecode" />
+    <project groups="mathlibs" name="rocFFT" />
+    <project groups="mathlibs" name="rocPRIM" />
+    <project groups="mathlibs" name="rocRAND" />
+    <project groups="mathlibs" name="rocSHMEM" />
+    <project groups="mathlibs" name="rocSOLVER" />
+    <project groups="mathlibs" name="rocSPARSE" />
+    <project groups="mathlibs" name="rocThrust" />
+    <project groups="mathlibs" name="rocWMMA" />
+    <project groups="mathlibs" name="rocm-cmake" />
+    <project groups="mathlibs" name="rpp" />
+    <project groups="mathlibs" name="TransferBench" />
+<!-- Projects for OpenMP-Extras -->
+    <project name="aomp" path="openmp-extras/aomp" />
+    <project name="aomp-extras" path="openmp-extras/aomp-extras" />
+    <project name="flang" path="openmp-extras/flang" />
+</manifest>