Footnote update (#4968)

* 6.1.5 column added to historical compatibility matrix

.azuredevops/components/AMDMIGraphX.yml

@@ -27,12 +27,12 @@ parameters:
   type: object
   default:
     - https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz
-    - onnx==1.14.1
-    - numpy==1.21.6
-    - typing==3.7.4
-    - pytest==6.0.1
-    - packaging==23.0
-    - protobuf==3.20.2
+    - onnx>=1.14.1
+    - numpy>=1.21.6
+    - typing>=3.7.4
+    - pytest>=6.0.1
+    - packaging>=23.0
+    - protobuf>=3.20.2
 - name: rocmDependencies
   type: object
   default:
@@ -84,8 +84,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -129,7 +127,8 @@ jobs:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: AMDMIGraphX_testing
-  condition: eq(variables.ENABLE_GFX942_TESTS, 'true')
+  dependsOn: AMDMIGraphX
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -189,9 +188,10 @@ jobs:
         -DBUILD_TESTING=ON
         -DMIGRAPHX_ENABLE_C_API_TEST=ON
         ..
-  - task: Bash@3
-    displayName: Build and run MIGraphX tests
-    inputs:
-      targetType: inline
-      workingDirectory: build
-      script: make -j$(nproc) check
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+    parameters:
+      componentName: AMDMIGraphX
+      testExecutable: make
+      testParameters: -j$(nproc) check
+      testPublishResults: false

.azuredevops/components/MIOpen.yml

@@ -16,6 +16,7 @@ parameters:
     - libgtest-dev
     - libsqlite3-dev
     - libstdc++-12-dev
+    - libzstd-dev
     - ninja-build
     - nlohmann-json3-dev
     - python3-pip
@@ -74,26 +75,17 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
-  # The default boost library from apt is 1.74, which does not satisfy MIOpen's build requirement (1.79+)
-  # Upgrade boost from apt by following https://launchpad.net/~mhier/+archive/ubuntu/libboost-latest
-  - task: Bash@3
-    displayName: 'Install Boost 1.83'
-    inputs:
-      targetType: inline
-      script: |
-        sudo add-apt-repository ppa:mhier/libboost-latest -y
-        sudo apt-get --yes install libboost1.83-dev libboost-system1.83-dev libboost-filesystem1.83-dev
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
       checkoutRepo: ${{ parameters.checkoutRepo }}
+  # The default boost library from apt is 1.74, which does not satisfy MIOpen's build requirement (1.79+)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-boost.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
     parameters:
       dependencyList: ${{ parameters.rocmDependencies }}
@@ -109,7 +101,8 @@ jobs:
       extraBuildFlags: >-
         -DMIOPEN_BACKEND=HIP
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Agent.BuildDirectory)/boost
+        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -DMIOPEN_ENABLE_AI_KERNEL_TUNING=OFF
         -DMIOPEN_ENABLE_AI_IMMED_MODE_FALLBACK=OFF
         -DCMAKE_BUILD_TYPE=Release
@@ -120,7 +113,8 @@ jobs:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: MIOpen_testing
-  condition: eq(variables.ENABLE_GFX942_TESTS, 'true')
+  dependsOn: MIOpen
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -137,17 +131,12 @@ jobs:
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
-  - task: Bash@3
-    displayName: 'Install Boost 1.83'
-    inputs:
-      targetType: inline
-      script: |
-        sudo add-apt-repository ppa:mhier/libboost-latest -y
-        sudo apt-get --yes install libboost1.83-dev libboost-system1.83-dev libboost-filesystem1.83-dev
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
       checkoutRepo: ${{ parameters.checkoutRepo }}
+  # The default boost library from apt is 1.74, which does not satisfy MIOpen's build requirement (1.79+)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-boost.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
     parameters:
       ${{ if eq(parameters.checkoutRef, '') }}:
@@ -199,7 +188,7 @@ jobs:
     displayName: 'MIOpen Test CMake Flags'
     inputs:
       cmakeArgs: >-
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Build.SourcesDirectory)/bin;$(Build.SourcesDirectory)/cget/cget/pkg/Dobiasd__FunctionalPlus/install
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Build.SourcesDirectory)/bin;$(Build.SourcesDirectory)/cget/cget/pkg/Dobiasd__FunctionalPlus/install;$(Agent.BuildDirectory)/boost
         -DCMAKE_INSTALL_PREFIX=$(Agent.BuildDirectory)/rocm
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
         -DCMAKE_C_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang
@@ -210,19 +199,14 @@ jobs:
         -DMIOPEN_USE_MLIR=ON
         -DMIOPEN_GPU_SYNC=OFF
         ..
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: MIOpen
-      testExecutable: 'CTEST_PARALLEL_LEVEL=4 make -j$(nproc) check'
-      testParameters: ''
-      reloadAMDGPU: true
-      testPublishResults: false
   - task: Bash@3
-    condition: always()
-    displayName: Clean up Boost 1.83
+    displayName: 'MIOpen Test Build'
     inputs:
       targetType: inline
       script: |
-        sudo apt -y autoremove libboost1.83-dev libboost-system1.83-dev libboost-filesystem1.83-dev
-        sudo add-apt-repository --remove ppa:mhier/libboost-latest -y
-        sudo apt update
+        cmake --build . --target tests -- -j$(nproc)
+      workingDirectory: $(Build.SourcesDirectory)/build
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+    parameters:
+      componentName: MIOpen

.azuredevops/components/MIVisionX.yml

@@ -86,8 +86,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -120,7 +118,7 @@ jobs:
 
 - job: MIVisionX_testing
   dependsOn: MIVisionX
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -162,6 +160,7 @@ jobs:
       mkdir mivisionx-tests
       cd mivisionx-tests
       cmake /opt/rocm/share/mivisionx/test
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: MIVisionX

.azuredevops/components/ROCR-Runtime.yml

@@ -59,7 +59,7 @@ jobs:
 
 - job: ROCR_Runtime_testing
   dependsOn: ROCR_Runtime
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -102,8 +102,12 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
       checkoutRepo: ${{ parameters.checkoutRepo }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+    parameters:
+      runRocminfo: false
   - task: Bash@3
     displayName: Build kfdtest
+    continueOnError: true
     inputs:
       targetType: 'inline'
       workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest
@@ -119,6 +123,7 @@ jobs:
       testDir: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest/scripts
   - task: Bash@3
     displayName: Build rdmatest app
+    continueOnError: true
     inputs:
       targetType: 'inline'
       workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/app
@@ -127,6 +132,7 @@ jobs:
         cmake --build .
   - task: Bash@3
     displayName: Build rdmatest driver
+    continueOnError: true
     inputs:
       targetType: 'inline'
       workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/drv
@@ -136,6 +142,7 @@ jobs:
         RDMA_HEADER_DIR=/usr/src/amdgpu-*/include make all
   - task: Bash@3
     displayName: Install rdmatest driver
+    continueOnError: true
     inputs:
       targetType: 'inline'
       workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/drv
@@ -151,6 +158,7 @@ jobs:
       testPublishResults: false
   - task: Bash@3
     displayName: Build rocrtst
+    continueOnError: true
     inputs:
       targetType: 'inline'
       workingDirectory: $(Build.SourcesDirectory)/rocrtst/suites/test_common

.azuredevops/components/ROCgdb.yml

@@ -32,7 +32,7 @@ parameters:
 
 jobs:
 - job: ROCgdb
-  condition: eq(variables.ENABLE_GFX942_TESTS, 'true')
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -101,6 +101,7 @@ jobs:
         sudo rm -rf /opt/rocm
         sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
         echo "##vso[task.prependpath]/opt/rocm/bin"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - task: Bash@3
     displayName: check-gdb
     continueOnError: true

.azuredevops/components/ROCmValidationSuite.yml

@@ -13,6 +13,7 @@ parameters:
     - libyaml-cpp-dev
     - libpci-dev
     - libpci3
+    - libgst-dev
     - libgtest-dev
     - git
 - name: rocmDependencies
@@ -40,6 +41,7 @@ parameters:
     - llvm-project
     - rocBLAS
     - rocm_smi_lib
+    - rocminfo
     - rocprofiler-register
     - ROCR-Runtime
     - rocRAND
@@ -64,8 +66,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -98,7 +98,7 @@ jobs:
 
 - job: ROCmValidationSuite_testing
   dependsOn: ROCmValidationSuite
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -132,6 +132,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: ROCmValidationSuite

.azuredevops/components/Tensile.yml

@@ -0,0 +1,175 @@
+parameters:
+- name: checkoutRepo
+  type: string
+  default: 'self'
+- name: checkoutRef
+  type: string
+  default: ''
+- name: aptPackages
+  type: object
+  default:
+    - python3-pip
+    - cmake
+    - libmsgpack-dev
+    - libboost-program-options-dev
+- name: pipModules
+  type: object
+  default:
+    - tox
+    - pytest
+- name: rocmDependencies
+  type: object
+  default:
+    - aomp
+    - clr
+    - llvm-project
+    - rocm-cmake
+    - rocm-core
+    - rocminfo
+    - rocm_smi_lib
+    - rocprofiler-register
+    - ROCR-Runtime
+
+jobs:
+- job: Tensile
+  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
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
+    parameters:
+      checkoutRepo: ${{ parameters.checkoutRepo }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+    parameters:
+      dependencyList: ${{ parameters.rocmDependencies }}
+      # CI case: download latest default branch build
+      ${{ if eq(parameters.checkoutRef, '') }}:
+        dependencySource: staging
+      # manual build case: triggered by ROCm/ROCm repo
+      ${{ elseif ne(parameters.checkoutRef, '') }}:
+        dependencySource: tag-builds
+  - task: Bash@3
+    displayName: Create wheel file
+    inputs:
+      targetType: inline
+      script: python3 setup.py bdist_wheel
+      workingDirectory: $(Build.SourcesDirectory)
+    env:
+      ROCM_PATH: $(Agent.BuildDirectory)/rocm
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
+    parameters:
+      sourceDir: $(Build.SourcesDirectory)/dist
+      contentsString: '*.whl'
+      targetDir: $(Build.ArtifactStagingDirectory)
+      clean: false
+  - task: PublishPipelineArtifact@1
+    displayName: 'wheel file Publish'
+    retryCountOnTaskFailure: 3
+    inputs:
+      targetPath: $(Build.ArtifactStagingDirectory)
+
+- job: Tensile_testing
+  dependsOn: Tensile
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
+  variables:
+  - group: common
+  - template: /.azuredevops/variables-global.yml
+  pool: $(JOB_TEST_POOL)
+  workspace:
+    clean: all
+  strategy:
+    matrix:
+      gfx942:
+        JOB_GPU_TARGET: gfx942
+        JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
+  steps:
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+  - task: DownloadPipelineArtifact@2
+    displayName: 'Download Pipeline Wheel Files'
+    inputs:
+      itemPattern: '**/*.whl'
+      targetPath: $(Agent.BuildDirectory)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
+    parameters:
+      checkoutRepo: ${{ parameters.checkoutRepo }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+    parameters:
+      ${{ if eq(parameters.checkoutRef, '') }}:
+        dependencySource: staging
+      ${{ elseif ne(parameters.checkoutRef, '') }}:
+        dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+    parameters:
+      dependencyList: ${{ parameters.rocmDependencies }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      ${{ if eq(parameters.checkoutRef, '') }}:
+        dependencySource: staging
+      ${{ elseif ne(parameters.checkoutRef, '') }}:
+        dependencySource: tag-builds
+  - task: Bash@3
+    displayName: pip install
+    inputs:
+      targetType: inline
+      script: find -name *.whl -exec pip install {} \;
+      workingDirectory: $(Agent.BuildDirectory)
+  - task: Bash@3
+    displayName: Setup test environment
+    inputs:
+      targetType: inline
+      script: |
+        sudo rm -rf /opt/rocm
+        sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+  - task: Bash@3
+    displayName: Add Python site-packages binaries to path
+    inputs:
+      targetType: inline
+      script: |
+        USER_BASE=$(python3 -m site --user-base)
+        echo "##vso[task.prependpath]$USER_BASE/bin"
+  - task: Bash@3
+    displayName: Add ROCm binaries to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/bin"
+  - task: Bash@3
+    displayName: Add ROCm compilers to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/llvm/bin"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+  - task: Bash@3
+    displayName: tox test
+    inputs:
+      targetType: inline
+      script: tox run -v -e ci -- -m pre_checkin
+      workingDirectory: $(Build.SourcesDirectory)
+  - task: Bash@3
+    displayName: Remove Python site-packages binaries from path
+    inputs:
+      targetType: inline
+      script: |
+        USER_BASE=$(python3 -m site --user-base)
+        echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$USER_BASE/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - task: Bash@3
+    displayName: Remove ROCm binaries from PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - task: Bash@3
+    displayName: Remove ROCm compilers from PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/llvm/bin;;' -e 's;^/;;' -e 's;/$;;')"

.azuredevops/components/amdsmi.yml

@@ -35,7 +35,7 @@ jobs:
 
 - job: amdsmi_testing
   dependsOn: amdsmi
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -53,6 +53,9 @@ jobs:
       aptPackages: ${{ parameters.aptPackages }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+    parameters:
+      runRocminfo: false
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: amdsmi

.azuredevops/components/aomp.yml

@@ -413,7 +413,7 @@ jobs:
 
 - job: aomp_testing
   dependsOn: aomp
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -472,6 +472,7 @@ jobs:
       Contents: FileCheck
       TargetFolder: $(Agent.BuildDirectory)/rocm/share/openmp-extras/tests/bin
       retryCount: 3
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - task: Bash@3
     displayName: Test AOMP
     continueOnError: true

.azuredevops/components/composable_kernel.yml

@@ -48,8 +48,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -101,7 +99,7 @@ jobs:
 
 - job: composable_kernel_testing
   dependsOn: composable_kernel
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -137,6 +135,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - task: Bash@3
     displayName: Iterate through test scripts
     inputs:

.azuredevops/components/copyHIP.yml

@@ -25,7 +25,7 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-download.yml
     parameters:
       componentName: HIP
-      pipelineId: $(hip-pipeline-id)
+      pipelineId: $(HIP_PIPELINE_ID)
   - template:  ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
     parameters:
       sourceDir: $(Agent.BuildDirectory)/rocm

.azuredevops/components/hip-tests.yml

@@ -52,8 +52,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -91,7 +89,7 @@ jobs:
 - job: hip_tests_testing
   timeoutInMinutes: 240
   dependsOn: hip_tests
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -133,11 +131,11 @@ jobs:
         sudo rm -rf /opt/rocm
         sudo mkdir -p /opt/rocm/bin
         sudo ln -s $(Agent.BuildDirectory)/rocm/bin/rocm_agent_enumerator /opt/rocm/bin/rocm_agent_enumerator
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hip_tests
       testDir: $(Agent.BuildDirectory)/rocm/share/hip
-      reloadAMDGPU: true
   - task: Bash@3
     displayName: Clean up symlink
     inputs:

.azuredevops/components/hipBLAS-common.yml

@@ -29,7 +29,7 @@ jobs:
   - name: ROCM_PATH
     value: $(Agent.BuildDirectory)/rocm
   - template: /.azuredevops/variables-global.yml
-  pool: 
+  pool:
     vmImage: ${{ variables.BASE_BUILD_POOL }}
   workspace:
     clean: all

.azuredevops/components/hipBLAS.yml

@@ -59,8 +59,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -98,7 +96,7 @@ jobs:
 
 - job: hipBLAS_testing
   dependsOn: hipBLAS
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -132,6 +130,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipBLAS

.azuredevops/components/hipBLASLt.yml

@@ -22,6 +22,7 @@ parameters:
   type: object
   default:
     - joblib
+    - packaging
 - name: rocmDependencies
   type: object
   default:
@@ -74,8 +75,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -150,7 +149,7 @@ jobs:
 
 - job: hipBLASLt_testing
   dependsOn: hipBLASLt
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -166,6 +165,7 @@ jobs:
   - 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:
@@ -184,6 +184,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipBLASLt

.azuredevops/components/hipCUB.yml

@@ -43,8 +43,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -78,7 +76,7 @@ jobs:
 
 - job: hipCUB_testing
   dependsOn: hipCUB
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -112,6 +110,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipCUB

.azuredevops/components/hipFFT.yml

@@ -55,8 +55,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -96,7 +94,7 @@ jobs:
 
 - job: hipFFT_testing
   dependsOn: hipFFT
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -130,6 +128,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipFFT

.azuredevops/components/hipRAND.yml

@@ -45,8 +45,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -82,7 +80,7 @@ jobs:
 
 - job: hipRAND_testing
   dependsOn: hipRAND
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -116,6 +114,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipRAND

.azuredevops/components/hipSOLVER.yml

@@ -57,8 +57,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -103,7 +101,7 @@ jobs:
 
 - job: hipSOLVER_testing
   dependsOn: hipSOLVER
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -137,6 +135,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipSOLVER

.azuredevops/components/hipSPARSE.yml

@@ -52,8 +52,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -97,7 +95,7 @@ jobs:
 
 - job: hipSPARSE_testing
   dependsOn: hipSPARSE
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -131,6 +129,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipSPARSE

.azuredevops/components/hipSPARSELt.yml

@@ -123,7 +123,7 @@ jobs:
 
 - job: hipSPARSELt_testing
   dependsOn: hipSPARSELt
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -151,6 +151,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipSPARSELt

.azuredevops/components/hipTensor.yml

@@ -42,8 +42,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -79,7 +77,7 @@ jobs:
 - job: hipTensor_testing
   timeoutInMinutes: 90
   dependsOn: hipTensor
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -113,6 +111,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: hipTensor

.azuredevops/components/hipfort.yml

@@ -51,8 +51,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -94,7 +92,7 @@ jobs:
 
 - job: hipfort_testing
   dependsOn: hipfort
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -139,6 +137,7 @@ jobs:
         sudo rm -rf /opt/rocm
         sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
       workingDirectory: $(Build.SourcesDirectory)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - task: Bash@3
     displayName: 'Test hipfort'
     inputs:

.azuredevops/components/omnitrace.yml

@@ -40,6 +40,7 @@ parameters:
 - name: rocmDependencies
   type: object
   default:
+    - aomp
     - clr
     - llvm-project
     - rccl
@@ -63,8 +64,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:

.azuredevops/components/rccl.yml

@@ -60,8 +60,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -102,7 +100,7 @@ jobs:
 - job: rccl_testing
   timeoutInMinutes: 120
   dependsOn: rccl
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -136,6 +134,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rccl

.azuredevops/components/rdc.yml

@@ -60,8 +60,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -113,7 +111,7 @@ jobs:
 
 - job: rdc_testing
   dependsOn: rdc
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -131,6 +129,8 @@ jobs:
       aptPackages: ${{ parameters.aptPackages }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
     parameters:
       ${{ if eq(parameters.checkoutRef, '') }}:
@@ -156,6 +156,7 @@ jobs:
         sudo ln -s $(Agent.BuildDirectory)/rocm/bin/rdcd /usr/sbin/rdcd
         echo $(Agent.BuildDirectory)/rocm/lib/rdc/grpc/lib | sudo tee /etc/ld.so.conf.d/grpc.conf
         sudo ldconfig -v
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - task: Bash@3
     displayName: Test rdc
     inputs:

.azuredevops/components/rocAL.yml

@@ -53,6 +53,7 @@ parameters:
     - half
     - llvm-project
     - MIVisionX
+    - rocminfo
     - rocprofiler-register
     - ROCR-Runtime
     - rpp
@@ -70,8 +71,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - task: Bash@3
     displayName: 'Register libjpeg-turbo packages'
@@ -157,7 +156,7 @@ jobs:
 
 - job: rocAL_testing
   dependsOn: rocAL
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -220,11 +219,11 @@ jobs:
         mkdir rocAL-tests
         cd rocAL-tests
         cmake $(Agent.BuildDirectory)/rocm/share/rocal/test
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocAL
       testDir: rocAL-tests
-      reloadAMDGPU: true
   - task: Bash@3
     displayName: Clean up libjpeg-turbo
     inputs:

.azuredevops/components/rocALUTION.yml

@@ -60,8 +60,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -98,7 +96,7 @@ jobs:
 
 - job: rocALUTION_testing
   dependsOn: rocALUTION
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -132,6 +130,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocALUTION

.azuredevops/components/rocBLAS.yml

@@ -40,6 +40,7 @@ parameters:
     - aomp-extras
     - hipBLAS-common
     - hipBLASLt
+    - roctracer
 - name: rocmTestDependencies
   type: object
   default:
@@ -74,8 +75,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -121,7 +120,7 @@ jobs:
 
 - job: rocBLAS_testing
   dependsOn: rocBLAS
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -156,6 +155,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocBLAS

.azuredevops/components/rocDecode.yml

@@ -17,7 +17,7 @@ parameters:
     - libavformat-dev
     - libavutil-dev
     - libstdc++-12-dev
-    - libva-dev
+    - libva-amdgpu-dev
     - mesa-amdgpu-va-drivers
     - libdrm-dev
 - name: rocmDependencies
@@ -35,6 +35,7 @@ parameters:
   default:
     - clr
     - llvm-project
+    - rocminfo
     - rocprofiler-register
     - ROCR-Runtime
 
@@ -88,11 +89,13 @@ jobs:
 
 - job: rocDecode_testing
   dependsOn: rocDecode
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool: $(JOB_TEST_POOL)
+  pool:
+    name: $(JOB_TEST_POOL)
+    demands: firstRenderDeviceAccess
   workspace:
     clean: all
   strategy:
@@ -101,6 +104,18 @@ jobs:
         JOB_GPU_TARGET: gfx942
         JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
   steps:
+  # Since mesa-amdgpu-multimedia-devel is not directly available from apt, register it
+  - task: Bash@3
+    displayName: 'Register ROCm packages'
+    inputs:
+      targetType: inline
+      script: |
+        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
+        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
+        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/${{ variables.KEYRING_VERSION }}/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
+        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/${{ variables.KEYRING_VERSION }} jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
+        echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
+        sudo apt update
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
@@ -128,6 +143,7 @@ jobs:
       mkdir rocDecode-tests
       cd rocDecode-tests
       cmake /opt/rocm/share/rocdecode/test
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocDecode

.azuredevops/components/rocFFT.yml

@@ -55,8 +55,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -95,7 +93,7 @@ jobs:
 
 - job: rocFFT_testing
   dependsOn: rocFFT
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -129,6 +127,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocFFT

.azuredevops/components/rocMLIR.yml

@@ -13,6 +13,7 @@ parameters:
     - git
     - python3-pip
     - libdrm-dev
+    - libstdc++-12-dev
 - name: pipModules
   type: object
   default:
@@ -28,7 +29,7 @@ parameters:
     - ROCR-Runtime
 
 jobs:
-- job: rocMLIR_library
+- job: rocMLIR
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -66,17 +67,19 @@ jobs:
 
 # compiling and running test on the test system together
 - job: rocMLIR_testing
-  condition: eq(variables.ENABLE_GFX942_TESTS, 'true')
+  dependsOn: rocMLIR
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool: ${{ variables.GFX942_TEST_POOL }}
+  pool: $(JOB_TEST_POOL)
   workspace:
     clean: all
   strategy:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
+        JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -120,6 +123,7 @@ jobs:
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -DROCM_TEST_CHIPSET=$(JOB_GPU_TARGET)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocMLIR

.azuredevops/components/rocPRIM.yml

@@ -42,8 +42,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -77,7 +75,7 @@ jobs:
 
 - job: rocPRIM_testing
   dependsOn: rocPRIM
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -111,6 +109,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocPRIM

.azuredevops/components/rocPyDecode.yml

@@ -8,25 +8,22 @@ parameters:
 - name: aptPackages
   type: object
   default:
-    - python3-pip
     - cmake
-    - ninja-build
-    - pkg-config
     - ffmpeg
     - libavcodec-dev
     - libavformat-dev
     - libavutil-dev
-    - libva-dev
-    - libdrm-dev
-    - pybind11-dev
-    - python3-pybind11
     - libdlpack-dev
+    - libdrm-dev
+    - libva-dev
+    - ninja-build
+    - pkg-config
+    - python3-pip
 - name: pipModules
   type: object
   default:
-    - -i
-    - https://test.pypi.org/simple
-    - hip-python
+    - numpy
+    - pybind11
 - name: rocmDependencies
   type: object
   default:
@@ -52,13 +49,16 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
+  - task: Bash@3
+    displayName: 'pip install hip-python'
+    inputs:
+      targetType: inline
+      script: pip install -i https://test.pypi.org/simple hip-python
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -80,11 +80,19 @@ jobs:
       script: |
         sudo rm -rf /opt/rocm
         sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+  - task: Bash@3
+    displayName: 'Save Python Package Paths'
+    inputs:
+      targetType: inline
+      script: |
+        echo "##vso[task.setvariable variable=PYTHON_USER_SITE;]$(python3 -m site --user-site)"
+        echo "##vso[task.setvariable variable=PYTHON_DIST_PACKAGES;]$(python3 -c 'import sysconfig; print(sysconfig.get_paths()["purelib"])')"
+        echo "##vso[task.setvariable variable=PYBIND11_PATH;]$(python3 -c 'import pybind11; print(pybind11.get_cmake_dir())')"
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       extraBuildFlags: >-
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(PYTHON_USER_SITE)/pybind11;$(PYTHON_DIST_PACKAGES)/pybind11;$(PYBIND11_PATH)
         -DCMAKE_BUILD_TYPE=Release
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -DCMAKE_INSTALL_PREFIX_PYTHON=$(Build.BinariesDirectory)
@@ -116,11 +124,13 @@ jobs:
 
 - job: rocPyDecode_testing
   dependsOn: rocPyDecode
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool: $(JOB_TEST_POOL)
+  pool:
+    name: $(JOB_TEST_POOL)
+    demands: firstRenderDeviceAccess
   workspace:
     clean: all
   strategy:
@@ -129,11 +139,35 @@ jobs:
         JOB_GPU_TARGET: gfx942
         JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
   steps:
+  - task: Bash@3
+    displayName: Ensure pybind11-dev is not installed
+    inputs:
+      targetType: inline
+      script: |
+        if dpkg -l | grep -q pybind11-dev; then
+          echo "Removing pybind11-dev..."
+          sudo apt remove -y pybind11-dev
+        else
+          echo "pybind11-dev is not installed."
+        fi
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
+      pipModules: ${{ parameters.pipModules }}
+  - task: Bash@3
+    displayName: 'pip install hip-python'
+    inputs:
+      targetType: inline
+      script: pip install -i https://test.pypi.org/simple hip-python
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+  - task: DownloadPipelineArtifact@2
+    displayName: 'Download Pipeline Wheel Files'
+    inputs:
+      itemPattern: '**/*.whl'
+      targetPath: $(Agent.BuildDirectory)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
+    parameters:
+      checkoutRepo: ${{ parameters.checkoutRepo }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
     parameters:
       ${{ if eq(parameters.checkoutRef, '') }}:
@@ -148,27 +182,44 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
-    parameters:
-      checkoutRepo: ${{ parameters.checkoutRepo }}
   - task: Bash@3
-    displayName: Setup test environment
+    displayName: pip install
+    inputs:
+      targetType: inline
+      script: |
+        pip uninstall -y rocPyDecode
+        find -name *.whl -exec pip install {} \;
+      workingDirectory: $(Agent.BuildDirectory)
+  - task: Bash@3
+    displayName: Setup search paths
     inputs:
       targetType: inline
       script: |
         sudo rm -rf /opt/rocm
         sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
-        cd $(Build.SourcesDirectory)
-        sudo pip install .
-        cmake -DAMDGPU_TARGETS=$(JOB_GPU_TARGET) .
+        echo "##vso[task.setvariable variable=PYTHON_USER_SITE;]$(python3 -m site --user-site)"
+        echo "##vso[task.setvariable variable=PYTHON_DIST_PACKAGES;]$(python3 -c 'import sysconfig; print(sysconfig.get_paths()["purelib"])')"
+        echo "##vso[task.setvariable variable=PYBIND11_PATH;]$(python3 -c 'import pybind11; print(pybind11.get_cmake_dir())')"
+  - task: CMake@1
+    displayName: 'rocPyDecode Test CMake Flags'
+    inputs:
+      cmakeArgs: >-
+        -DROCM_PATH=$(Agent.BuildDirectory)/rocm
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(PYTHON_USER_SITE)/pybind11;$(PYTHON_DIST_PACKAGES)/pybind11;$(PYBIND11_PATH)
+        -DCMAKE_BUILD_TYPE=Release
+        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+        ..
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocPyDecode
-      testDir: $(Build.SourcesDirectory)
+      testDir: $(Build.SourcesDirectory)/build
 # sudo required for pip install but screws up permissions for next pipeline run
   - task: Bash@3
     displayName: Clean up test environment
+    condition: always()
     inputs:
       targetType: inline
       script: |
-        sudo rm -rf $(Build.SourcesDirectory)/*
+        pip uninstall -y rocPyDecode
+        pip uninstall -y hip-python

.azuredevops/components/rocRAND.yml

@@ -45,8 +45,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -79,7 +77,7 @@ jobs:
 
 - job: rocRAND_testing
   dependsOn: rocRAND
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -113,6 +111,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocRAND

.azuredevops/components/rocSOLVER.yml

@@ -58,8 +58,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -113,7 +111,7 @@ jobs:
 
 - job: rocSOLVER_testing
   dependsOn: rocSOLVER
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -147,6 +145,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocSOLVER

.azuredevops/components/rocSPARSE.yml

@@ -56,8 +56,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -107,7 +105,7 @@ jobs:
 - job: rocSPARSE_testing
   timeoutInMinutes: 90
   dependsOn: rocSPARSE
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -141,6 +139,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocSPARSE

.azuredevops/components/rocThrust.yml

@@ -47,8 +47,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -82,7 +80,7 @@ jobs:
 
 - job: rocThrust_testing
   dependsOn: rocThrust
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -116,6 +114,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocThrust

.azuredevops/components/rocWMMA.yml

@@ -56,8 +56,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -94,7 +92,7 @@ jobs:
 - job: rocWMMA_testing
   timeoutInMinutes: 90
   dependsOn: rocWMMA
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -128,6 +126,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocWMMA

.azuredevops/components/rocm-examples.yml

@@ -60,6 +60,7 @@ parameters:
     - rocSOLVER
     - rocSPARSE
     - rocThrust
+    - roctracer
 
 jobs:
 - job: rocm_examples
@@ -73,8 +74,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -116,7 +115,7 @@ jobs:
 
 - job: rocm_examples_testing
   dependsOn: rocm_examples
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -135,9 +134,9 @@ jobs:
     parameters:
       aptPackages: ${{ parameters.aptPackages }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
-      gpuTarget: $(JOB_GPU_TARGET)
+      checkoutRepo: ${{ parameters.checkoutRepo }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
     parameters:
       ${{ if eq(parameters.checkoutRef, '') }}:
@@ -152,20 +151,18 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
-  - task: Bash@3
-    displayName: Unload and reload AMDGPU
-    inputs:
-      targetType: inline
-      script: |
-        sudo modprobe -r amdgpu
-        sudo modprobe amdgpu
-  - task: Bash@3
-    displayName: Iterate through examples
-    inputs:
-      targetType: inline
-      script: |
-        for file in *; do
-          echo Now running: $file
-          ./$file | tee -a $(TEST_LOG_FILE)
-        done
-      workingDirectory: $(Agent.BuildDirectory)/rocm/examples
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+    parameters:
+      # https://github.com/ROCm/HIP/issues/2203
+      extraBuildFlags: >-
+        -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DROCM_ROOT=$(Agent.BuildDirectory)/rocm
+        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+        -DCMAKE_HIP_ARCHITECTURES=$(JOB_GPU_TARGET)
+        -DCMAKE_EXE_LINKER_FLAGS=-fgpu-rdc
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+    parameters:
+      componentName: rocm-examples
+      testDir: $(Build.SourcesDirectory)/build

.azuredevops/components/rocm_bandwidth_test.yml

@@ -27,6 +27,7 @@ parameters:
 - name: rocmTestDependencies
   type: object
   default:
+    - rocminfo
     - rocprofiler-register
     - ROCR-Runtime
 
@@ -72,7 +73,7 @@ jobs:
 
 - job: rocm_bandwidth_test_testing
   dependsOn: rocm_bandwidth_test
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -99,6 +100,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocm_bandwidth_test

.azuredevops/components/rocm_smi_lib.yml

@@ -29,7 +29,7 @@ jobs:
 
 - job: rocm_smi_lib_testing
   dependsOn: rocm_smi_lib
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -44,6 +44,9 @@ jobs:
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+    parameters:
+      runRocminfo: false
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocm_smi_lib

.azuredevops/components/rocminfo.yml

@@ -49,7 +49,7 @@ jobs:
 
 - job: rocminfo_testing
   dependsOn: rocminfo
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -72,6 +72,9 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+    parameters:
+      runRocminfo: false
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocminfo

.azuredevops/components/rocprofiler-compute.yml

@@ -9,6 +9,7 @@ parameters:
   type: object
   default:
     - cmake
+    - locales
     - python3-pip
 - name: pipModules
   type: object
@@ -46,7 +47,7 @@ parameters:
     - roctracer
 
 jobs:
-- job: omniperf
+- job: rocprofiler_compute
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -58,8 +59,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -90,9 +89,9 @@ jobs:
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
-- job: omniperf_testing
-  dependsOn: omniperf
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+- job: rocprofiler_compute_testing
+  dependsOn: rocprofiler_compute
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -112,6 +111,14 @@ jobs:
       aptPackages: ${{ parameters.aptPackages }}
       pipModules: ${{ parameters.pipModules }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+  - task: Bash@3
+    displayName: Add en_US.UTF-8 locale
+    inputs:
+      targetType: inline
+      script: |
+        sudo locale-gen en_US.UTF-8
+        sudo update-locale
+        locale -a
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
       checkoutRepo: ${{ parameters.checkoutRepo }}
@@ -150,11 +157,12 @@ jobs:
         -DCMAKE_BUILD_TYPE=Release
         -DENABLE_TESTS=ON
         -DINSTALL_TESTS=ON
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
-      componentName: omniperf
-      testDir: $(Build.BinariesDirectory)/libexec/omniperf
-      testExecutable: export OMNIPERF_ARCH_OVERRIDE="MI300X"; ctest
+      componentName: rocprofiler-compute
+      testDir: $(Build.BinariesDirectory)/libexec/rocprofiler-compute
+      testExecutable: export ROCPROFCOMPUTE_ARCH_OVERRIDE="MI300X"; ctest
   - task: Bash@3
     displayName: Remove ROCm binaries from PATH
     inputs:

.azuredevops/components/rocprofiler-sdk.yml

@@ -55,8 +55,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:

.azuredevops/components/rocprofiler-systems.yml

@@ -0,0 +1,140 @@
+# largely referenced from: https://github.com/ROCm/omnitrace/blob/main/.github/workflows/ubuntu-jammy.yml
+parameters:
+- name: checkoutRepo
+  type: string
+  default: 'self'
+- name: checkoutRef
+  type: string
+  default: ''
+- name: aptPackages
+  type: object
+  default:
+    - autoconf
+    - autotools-dev
+    - bison
+    - build-essential
+    - bzip2
+    - clang
+    - cmake
+    - environment-modules
+    - g++-12
+    - libdrm-dev
+    - libfabric-dev
+    - libiberty-dev
+    - libpapi-dev
+    - libpfm4-dev
+    - libtool
+    - libopenmpi-dev
+    - m4
+    - openmpi-bin
+    - software-properties-common
+    - python3-pip
+    - texinfo
+    - zlib1g-dev
+- name: pipModules
+  type: object
+  default:
+    - numpy
+    - perfetto
+    - dataclasses
+- name: rocmDependencies
+  type: object
+  default:
+    - aomp
+    - clr
+    - llvm-project
+    - rccl
+    - rocm-core
+    - rocm_smi_lib
+    - rocminfo
+    - ROCR-Runtime
+    - rocprofiler
+    - rocprofiler-register
+    - roctracer
+
+jobs:
+- job: rocprofiler_systems
+  variables:
+  - group: common
+  - template: /.azuredevops/variables-global.yml
+  pool: ${{ variables.MEDIUM_BUILD_POOL }}
+  workspace:
+    clean: all
+  strategy:
+    matrix:
+      gfx942:
+        JOB_GPU_TARGET: gfx942
+  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/checkout.yml
+    parameters:
+      checkoutRepo: ${{ parameters.checkoutRepo }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+    parameters:
+      dependencyList: ${{ parameters.rocmDependencies }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      # CI case: download latest default branch build
+      ${{ if eq(parameters.checkoutRef, '') }}:
+        dependencySource: staging
+      # manual build case: triggered by ROCm/ROCm repo
+      ${{ elseif ne(parameters.checkoutRef, '') }}:
+        dependencySource: tag-builds
+  - task: Bash@3
+    displayName: ROCm symbolic link
+    inputs:
+      targetType: inline
+      script: |
+        sudo rm -rf /opt/rocm
+        sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+  - task: Bash@3
+    displayName: Add ROCm binaries to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/bin"
+  - task: Bash@3
+    displayName: Add ROCm compilers to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/llvm/bin"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+    parameters:
+# build flags reference: https://rocm.docs.amd.com/projects/omnitrace/en/latest/install/install.html
+      extraBuildFlags: >-
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DROCPROFSYS_BUILD_TESTING=ON
+        -DROCPROFSYS_BUILD_DYNINST=ON
+        -DROCPROFSYS_BUILD_LIBUNWIND=ON
+        -DDYNINST_BUILD_TBB=ON
+        -DDYNINST_BUILD_ELFUTILS=ON
+        -DDYNINST_BUILD_LIBIBERTY=ON
+        -DDYNINST_BUILD_BOOST=ON
+        -DROCPROFSYS_USE_PAPI=ON
+        -DROCPROFSYS_USE_MPI=ON
+        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+      multithreadFlag: -- -j32
+  - task: Bash@3
+    displayName: Set up rocprofiler-systems env
+    inputs:
+      targetType: inline
+      script: source share/rocprofiler-systems/setup-env.sh
+      workingDirectory: build
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+    parameters:
+      componentName: rocprofiler-systems
+  - task: Bash@3
+    displayName: Remove ROCm binaries from PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - task: Bash@3
+    displayName: Remove ROCm compilers from PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/llvm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocprofiler.yml

@@ -57,8 +57,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -100,7 +98,7 @@ jobs:
 
 - job: rocprofiler_testing
   dependsOn: rocprofiler
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -141,6 +139,7 @@ jobs:
       script: |
         sudo rm -rf /opt/rocm
         sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocprofilerV1

.azuredevops/components/rocr_debug_agent.yml

@@ -72,7 +72,7 @@ jobs:
 
 - job: rocr_debug_agent_testing
   dependsOn: rocr_debug_agent
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -114,6 +114,7 @@ jobs:
       cmakeBuildDir: '$(Agent.BuildDirectory)/rocm/src/rocm-debug-agent-test'
       cmakeSourceDir: '.'
       installEnabled: false
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocr_debug_agent

.azuredevops/components/roctracer.yml

@@ -30,6 +30,7 @@ parameters:
   default:
     - clr
     - llvm-project
+    - rocminfo
     - rocprofiler-register
     - ROCR-Runtime
 
@@ -48,8 +49,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -77,6 +76,7 @@ jobs:
         -DCMAKE_MODULE_PATH=$(Agent.BuildDirectory)/rocm/lib/cmake/hip
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DGPU_TARGETS=$(JOB_GPU_TARGET)
+        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
@@ -84,7 +84,7 @@ jobs:
 
 - job: roctracer_testing
   dependsOn: roctracer
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -118,6 +118,7 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: roctracer

.azuredevops/components/rpp.yml

@@ -56,8 +56,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -93,7 +91,7 @@ jobs:
 
 - job: rpp_testing
   dependsOn: rpp
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -173,6 +171,7 @@ jobs:
         cmake /opt/rocm/share/rpp/test \
           -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++ \
           -DCMAKE_C_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rpp

.azuredevops/dependencies/boost.yml

@@ -0,0 +1,65 @@
+parameters:
+- name: checkoutRepo
+  type: string
+  default: 'self'
+- name: checkoutRef
+  type: string
+  default: ''
+- name: boostVersion
+  type: string
+  default: ''
+- name: aptPackages
+  type: object
+  default:
+    - git
+- name: rocmDependencies
+  type: object
+  default:
+    - llvm-project
+
+jobs:
+- job: boost
+  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
+  - task: Bash@3
+    displayName: 'git clone boost'
+    inputs:
+      targetType: inline
+      script: git clone -b ${{ parameters.boostVersion }} https://github.com/boostorg/boost --depth=1 --recurse-submodules
+      workingDirectory: $(Build.SourcesDirectory)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+    parameters:
+      dependencyList: ${{ parameters.rocmDependencies }}
+      dependencySource: staging
+  - task: Bash@3
+    displayName: Add ROCm binaries to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/bin"
+  - task: Bash@3
+    displayName: Add ROCm compilers to PATH
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.prependpath]$(Agent.BuildDirectory)/rocm/llvm/bin"
+  - task: Bash@3
+    displayName: 'Build Boost with clang'
+    inputs:
+      targetType: inline
+      script: |
+        export CC=$(Agent.BuildDirectory)/rocm/llvm/bin/clang
+        export CXX=$(Agent.BuildDirectory)/rocm/llvm/bin/clang++
+        ./bootstrap.sh --with-toolset=clang --prefix=$(Build.BinariesDirectory)
+        ./b2 --toolset=clang threading=multi link=shared --prefix=$(Build.BinariesDirectory) cxxflags="-std=c++20"
+        ./b2 install
+      workingDirectory: $(Build.SourcesDirectory)/boost
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/dependencies/grpc.yml

@@ -20,7 +20,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool: 
+  pool:
     vmImage: ${{ variables.BASE_BUILD_POOL }}
   workspace:
     clean: all

.azuredevops/dependencies/gtest.yml

@@ -20,7 +20,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool: 
+  pool:
     vmImage: ${{ variables.BASE_BUILD_POOL }}
   workspace:
     clean: all

.azuredevops/dependencies/lapack.yml

@@ -21,7 +21,7 @@ jobs:
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-  pool: 
+  pool:
     vmImage: ${{ variables.BASE_BUILD_POOL }}
   workspace:
     clean: all

.azuredevops/nightly/pytorch.yml

@@ -11,7 +11,6 @@ parameters:
     - ca-certificates
     - bc
     - bridge-utils
-    - cmake
     - devscripts
     - dkms
     - doxygen
@@ -67,8 +66,9 @@ parameters:
 - name: pipModules
   type: object
   default:
+    - cmake
     - astunparse
-    - expecttest!=0.2.0
+    - expecttest>=0.2.1
     - hypothesis
     - numpy
     - psutil
@@ -85,14 +85,15 @@ parameters:
     - lintrunner
     - ninja
     - packaging
-    - optree>=0.12.0
+    - optree>=0.13.0
+    - click>=8.0.3
   # list for vision
     - auditwheel
     - future
     - pytest
     - pytest-azurepipelines
     - pillow
-# list from https://github.com/pytorch/builder/blob/main/manywheel/build_rocm.sh
+# list from https://github.com/pytorch/pytorch/blob/main/.ci/manywheel/build_rocm.sh
 - name: rocmDependencies
   type: object
   default:
@@ -122,6 +123,7 @@ parameters:
     - hipCUB
     - rocThrust
     - hipBLAS-common
+    - composable_kernel
 - name: rocmTestDependencies
   type: object
   default:
@@ -159,13 +161,10 @@ jobs:
       amd-staging-gfx942:
         ROCM_BRANCH: amd-staging
         JOB_GPU_TARGET: gfx942
-      amd-staging-gfx90a:
-        ROCM_BRANCH: amd-staging
-        JOB_GPU_TARGET: gfx90a
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
-# various flags/parameters expected by bash scripts in pytorch builder repo
+# various flags/parameters expected by bash scripts in pytorch repo's .ci directory
   - name: ROCM_VERSION
     value: 6.3.0
   - name: ROCM_PATH
@@ -186,7 +185,7 @@ jobs:
   workspace:
     clean: all
   steps:
-# copy environment setup from https://github.com/pytorch/builder/blob/main/manywheel/Dockerfile
+# copy environment setup from https://github.com/pytorch/pytorch/blob/main/.ci/docker/manywheel/Dockerfile
 # but instead of centos, use ubuntu environment
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-cmake-latest.yml
   - task: Bash@3
@@ -223,18 +222,21 @@ jobs:
       targetType: inline
       script: sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
   - checkout: self
-  - task: Bash@3
-    displayName: git clone pytorch builder
-    inputs:
-      targetType: inline
-      script: git clone https://github.com/pytorch/builder.git --depth=1 --recurse-submodules
-      workingDirectory: $(Build.SourcesDirectory)
   - task: Bash@3
     displayName: git clone upstream pytorch
     inputs:
       targetType: inline
       script: git clone https://github.com/pytorch/pytorch.git --depth=1 --recurse-submodules
       workingDirectory: $(Build.SourcesDirectory)
+# builder clone still needed due to run_tests.sh at end of build_common.sh call
+  - task: Bash@3
+    displayName: git clone pytorch builder
+    inputs:
+      targetType: inline
+      script: |
+        git clone https://github.com/pytorch/builder.git --depth=1 --recurse-submodules
+        sudo ln -s $(Build.SourcesDirectory)/builder /builder
+      workingDirectory: $(Build.SourcesDirectory)
   - task: Bash@3
     displayName: Install patchelf
     inputs:
@@ -287,8 +289,8 @@ jobs:
         PYTORCH_BUILD_VERSION=$(cat $(Build.SourcesDirectory)/pytorch/version.txt | cut -da -f1)
         PYTORCH_BUILD_NUMBER=$(date -u +%Y%m%d)
         SKIP_ALL_TESTS=1
-        bash ./manywheel/build_rocm.sh
-      workingDirectory: $(Build.SourcesDirectory)/builder
+        bash ./.ci/manywheel/build_rocm.sh
+      workingDirectory: $(Build.SourcesDirectory)/pytorch
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
     parameters:
       sourceDir: /remote/wheelhouserocm$(ROCM_VERSION)
@@ -348,7 +350,7 @@ jobs:
 
 - job: torchvision_testing
   dependsOn: pytorch
-  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'))
+  condition: and(succeeded(), eq(variables.ENABLE_GFX942_TESTS, 'true'), not(containsValue(split(variables.DISABLED_GFX942_TESTS, ','), variables['Build.DefinitionName'])))
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -377,7 +379,6 @@ 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
   - task: DownloadPipelineArtifact@2
     displayName: 'Download Pipeline Wheel Files'

.azuredevops/nightly/rocm-nightly.yml

@@ -26,7 +26,6 @@ parameters:
     - llvm-project
     - MIOpen
     - MIVisionX
-    - omniperf
     - rccl
     - rdc
     - rocAL
@@ -45,8 +44,10 @@ parameters:
     - rocm_bandwidth_test
     - rocm_smi_lib
     - rocPRIM
+    - rocprofiler-compute
     - rocprofiler-register
     - rocprofiler-sdk
+    - rocprofiler-systems
     - rocprofiler
     - rocPyDecode
     - ROCR-Runtime
@@ -81,8 +82,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - task: DeleteFiles@1
     displayName: 'Cleanup checkout space'
@@ -119,7 +118,7 @@ jobs:
   - script: du -sh $(Build.ArtifactStagingDirectory)
     displayName: Compressed ROCm size
   - task: PublishPipelineArtifact@1
-    displayName: 'Public ROCm Nightly Artifact'
+    displayName: 'Publish ROCm Nightly Artifact'
     retryCountOnTaskFailure: 3
     inputs:
       targetPath: '$(Build.ArtifactStagingDirectory)'

.azuredevops/tag-builds/Tensile.yml

@@ -16,14 +16,14 @@ resources:
   - repository: release_repo
     type: github
     endpoint: ROCm
-    name: ROCm/omniperf
+    name: ROCm/Tensile
     ref: ${{ parameters.checkoutRef }}
 
 trigger: none
 pr: none
 
 jobs:
-  - template: ${{ variables.CI_COMPONENT_PATH }}/omniperf.yml
+  - template: ${{ variables.CI_COMPONENT_PATH }}/Tensile.yml
     parameters:
       checkoutRepo: release_repo
       checkoutRef: ${{ parameters.checkoutRef }}

.azuredevops/tag-builds/boost.yml

@@ -0,0 +1,23 @@
+variables:
+- group: common
+- template: /.azuredevops/variables-global.yml
+
+parameters:
+- name: boostVersion
+  type: string
+  default: 'master'
+
+resources:
+  repositories:
+  - repository: pipelines_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/ROCm
+
+trigger: none
+pr: none
+
+jobs:
+  - template: ${{ variables.CI_DEPENDENCIES_PATH }}/boost.yml
+    parameters:
+      boostVersion: ${{ parameters.boostVersion }}

.azuredevops/tag-builds/rocprofiler-compute.yml

@@ -0,0 +1,29 @@
+variables:
+- group: common
+- template: /.azuredevops/variables-global.yml
+
+parameters:
+- name: checkoutRef
+  type: string
+  default: refs/tags/$(LATEST_RELEASE_TAG)
+
+resources:
+  repositories:
+  - repository: pipelines_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/ROCm
+  - repository: release_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/rocprofiler-compute
+    ref: ${{ parameters.checkoutRef }}
+
+trigger: none
+pr: none
+
+jobs:
+  - template: ${{ variables.CI_COMPONENT_PATH }}/rocprofiler-compute.yml
+    parameters:
+      checkoutRepo: release_repo
+      checkoutRef: ${{ parameters.checkoutRef }}

.azuredevops/tag-builds/rocprofiler-systems.yml

@@ -0,0 +1,29 @@
+variables:
+- group: common
+- template: /.azuredevops/variables-global.yml
+
+parameters:
+- name: checkoutRef
+  type: string
+  default: refs/tags/$(LATEST_RELEASE_TAG)
+
+resources:
+  repositories:
+  - repository: pipelines_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/ROCm
+  - repository: release_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/rocprofiler-systems
+    ref: ${{ parameters.checkoutRef }}
+
+trigger: none
+pr: none
+
+jobs:
+  - template: ${{ variables.CI_COMPONENT_PATH }}/rocprofiler-systems.yml
+    parameters:
+      checkoutRepo: release_repo
+      checkoutRef: ${{ parameters.checkoutRef }}

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

@@ -26,7 +26,7 @@ parameters:
   type: object
   default:
     AMDMIGraphX: develop
-    amdsmi: develop
+    amdsmi: amd-staging
     aomp-extras: aomp-dev
     aomp: aomp-dev
     clr: amd-staging
@@ -69,9 +69,11 @@ parameters:
     rocm_bandwidth_test: master
     rocm_smi_lib: amd-staging
     rocPRIM: develop
+    rocprofiler: amd-staging
+    rocprofiler-compute: amd-staging
     rocprofiler-register: amd-staging
     rocprofiler-sdk: amd-staging
-    rocprofiler: amd-staging
+    rocprofiler-systems: amd-staging
     rocPyDecode: develop
     ROCR-Runtime: amd-staging
     rocRAND: develop
@@ -93,6 +95,7 @@ parameters:
     composable_kernel: mainline
     half: rocm
     HIP: amd-mainline
+    hip-tests: amd-mainline
     hipBLAS: mainline
     hipBLASLt: mainline
     hipBLAS-common: mainline
@@ -108,11 +111,11 @@ parameters:
     llvm-project: amd-mainline-open
     MIOpen: mainline
     MIVisionX: mainline
-    omniperf: amd-staging
-    omnitrace: amd-staging
+    omniperf: amd-mainline
+    omnitrace: amd-mainline
     rccl: mainline
     rdc: amd-mainline
-    rocAL: mainline # needs the yaml file
+    rocAL: master # needs the yaml file
     rocALUTION: mainline
     rocBLAS: mainline
     ROCdbgapi : amd-mainline
@@ -124,13 +127,16 @@ parameters:
     rocm-examples: develop # no mainline
     rocminfo: amd-master
     rocMLIR: mainline # needs the yaml file
-    ROCmValidationSuite: master
+    ROCmValidationSuite: mainline
     rocm_bandwidth_test: master
     rocm_smi_lib: amd-mainline
     rocPRIM: mainline
     rocprofiler: amd-master
+    rocprofiler-compute: amd-mainline
     rocprofiler-register: amd-mainline
     rocprofiler-sdk: amd-mainline
+    rocprofiler-systems: amd-mainline
+    rocPyDecode: mainline
     ROCR-Runtime: amd-master
     rocRAND: mainline
     rocr_debug_agent: amd-mainline
@@ -140,26 +146,22 @@ parameters:
     roctracer: amd-master
     rocWMMA: mainline
     rpp: mainline
-- name: allowPartiallySucceededBuilds
-  type: object
-  default:
-    - amdsmi
-    - aomp
-    - HIPIFY
-    - MIVisionX
-    - omniperf
-    - rccl
-    - rdc
-    - rocm-cmake
-    - rocm_smi_lib
-    - rocFFT
-    - rpp
 # BELOW REQUIRED IF useDefaultBranch false
 - name: branchName
   type: string
   default: '$(Build.SourceBranchName)' # for tagged builds
 
 steps:
+- task: Bash@3
+  displayName: Set allowPartiallySucceededBuilds
+  inputs:
+    targetType: inline
+    script: |
+      if [[ ",$ALLOWED_PARTIAL_SUCCEED_BUILDS," == *",${{ parameters.componentName }},"* ]]; then
+        echo "##vso[task.setvariable variable=allowPartiallySucceededBuilds;]true"
+      else
+        echo "##vso[task.setvariable variable=allowPartiallySucceededBuilds;]false"
+      fi
 - task: DownloadPipelineArtifact@2
   displayName: Download ${{ parameters.componentName }}
   inputs:
@@ -177,8 +179,7 @@ steps:
       branchName: refs/heads/${{ parameters.mainlineBranchList[parameters.componentName] }}
     ${{ else }}:
       branchName: ${{ parameters.branchName }}
-    ${{ if containsValue(parameters.allowPartiallySucceededBuilds, parameters.componentName) }}:
-      allowPartiallySucceededBuilds: true
+    allowPartiallySucceededBuilds: $(allowPartiallySucceededBuilds)
     targetPath: '$(Pipeline.Workspace)/d'
 - task: ExtractFiles@1
   displayName: Extract ${{ parameters.componentName }}

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

@@ -8,20 +8,22 @@ parameters:
 - name: repositoryUrl
   type: object
   default: 
-    staging: https://repo.radeon.com/rocm/apt/6.2/pool/main/h/hsa-amd-aqlprofile
-    tag-builds: https://repo.radeon.com/rocm/apt/6.2/pool/main/h/hsa-amd-aqlprofile
-- name: packageName
-  type: object
-  default:
-    staging: hsa-amd-aqlprofile_1.0.0.60200.60200-66~22.04_amd64.deb
-    tag-builds: hsa-amd-aqlprofile_1.0.0.60200.60200-66~22.04_amd64.deb
+    staging: https://repo.radeon.com/rocm/apt/latest/pool/main/h/hsa-amd-aqlprofile/ # end slash is important for curl!
+    tag-builds: https://repo.radeon.com/rocm/apt/$(TAGGED_RELEASE)/pool/main/h/hsa-amd-aqlprofile/
 
 steps:
+- task: Bash@3
+  displayName: Get aqlprofile package name
+  inputs:
+    targetType: inline
+    script: |
+      export packageName=$(curl -s ${{ parameters.repositoryUrl[parameters.dependencySource] }} | grep -oP "href=\"\K[^\"]*$(lsb_release -rs)[^\"]*\.deb")
+      echo "##vso[task.setvariable variable=packageName;isreadonly=true]$packageName"
 - task: Bash@3
   displayName: 'Download aqlprofile'
   inputs:
     targetType: inline
-    script: wget -nv ${{ parameters.repositoryUrl[parameters.dependencySource] }}/${{ parameters.packageName[parameters.dependencySource] }}
+    script: wget -nv ${{ parameters.repositoryUrl[parameters.dependencySource] }}$(packageName)
     workingDirectory: '$(Pipeline.Workspace)'
 - task: Bash@3
   displayName: 'Extract aqlprofile'
@@ -29,7 +31,7 @@ steps:
     targetType: inline
     script: |
       mkdir hsa-amd-aqlprofile
-      dpkg-deb -R ${{ parameters.packageName[parameters.dependencySource] }} hsa-amd-aqlprofile
+      dpkg-deb -R $(packageName) hsa-amd-aqlprofile
     workingDirectory: '$(Pipeline.Workspace)'
 - task: Bash@3
   displayName: 'Copy aqlprofile files'
@@ -43,5 +45,5 @@ steps:
   displayName: 'Clean up aqlprofile'
   inputs:
     targetType: inline
-    script: rm -rf hsa-amd-aqlprofile ${{ parameters.packageName[parameters.dependencySource] }}
+    script: rm -rf hsa-amd-aqlprofile $(packageName)
     workingDirectory: '$(Pipeline.Workspace)'

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

@@ -0,0 +1,35 @@
+steps:
+- task: DownloadPipelineArtifact@2
+  displayName: Download Boost
+  inputs:
+    buildType: specific
+    project: ROCm-CI
+    definition: $(BOOST_DEPENDENCY_PIPELINE_ID)
+    targetPath: $(Pipeline.Workspace)/d
+- task: ExtractFiles@1
+  displayName: Extract Boost
+  inputs:
+    archiveFilePatterns: '$(Pipeline.Workspace)/d/**/*.tar.gz'
+    destinationFolder: $(Agent.BuildDirectory)/boost
+    cleanDestinationFolder: true
+    overwriteExistingFiles: true
+- task: DeleteFiles@1
+  displayName: Cleanup Compressed Boost
+  inputs:
+    SourceFolder: $(Pipeline.Workspace)/d
+    Contents: '**/*.tar.gz'
+    RemoveDotFiles: true
+- task: Bash@3
+  displayName: 'List Boost files'
+  inputs:
+    targetType: inline
+    script: ls -1R $(Agent.BuildDirectory)/boost
+- task: Bash@3
+  displayName: 'Link Boost shared libraries'
+  inputs:
+    targetType: inline
+    script: |
+      echo $(Agent.BuildDirectory)/boost/lib | sudo tee /etc/ld.so.conf.d/boost.conf
+      sudo cat /etc/ld.so.conf.d/boost.conf
+      sudo ldconfig -v
+      ldconfig -p

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

@@ -8,6 +8,12 @@ parameters:
   default: []
 
 steps:
+# firefox takes time to upgrade and is not needed for CI workloads, hold version
+- task: Bash@3
+  displayName: 'sudo apt-mark hold firefox'
+  inputs:
+    targetType: inline
+    script: sudo apt-mark hold firefox
 - task: Bash@3
   displayName: 'sudo apt-get update'
   inputs:

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

@@ -55,6 +55,7 @@ parameters:
     MIOpen: $(MIOpen_PIPELINE_ID)
     MIVisionX: $(MIVISIONX_PIPELINE_ID)
     omniperf: $(OMNIPERF_PIPELINE_ID)
+    omnitrace: $(OMNITRACE_PIPELINE_ID)
     rccl: $(RCCL_PIPELINE_ID)
     rdc: $(RDC_PIPELINE_ID)
     rocAL: $(ROCAL_PIPELINE_ID)
@@ -73,8 +74,10 @@ parameters:
     rocm_bandwidth_test: $(ROCM_BANDWIDTH_TEST_PIPELINE_ID)
     rocm_smi_lib: $(ROCM_SMI_LIB_PIPELINE_ID)
     rocPRIM: $(ROCPRIM_PIPELINE_ID)
+    rocprofiler-compute: $(ROCPROFILER_COMPUTE_PIPELINE_ID)
     rocprofiler-register: $(ROCPROFILER_REGISTER_PIPELINE_ID)
     rocprofiler-sdk: $(ROCPROFILER_SDK_PIPELINE_ID)
+    rocprofiler-systems: $(ROCPROFILER_SYSTEMS_PIPELINE_ID)
     rocprofiler: $(ROCPROFILER_PIPELINE_ID)
     rocPyDecode: $(ROCPYDECODE_PIPELINE_ID)
     ROCR-Runtime: $(ROCR_RUNTIME_PIPELINE_ID)
@@ -115,6 +118,7 @@ parameters:
     MIOpen: $(MIOpen_TAGGED_PIPELINE_ID)
     MIVisionX: $(MIVISIONX_TAGGED_PIPELINE_ID)
     omniperf: $(OMNIPERF_TAGGED_PIPELINE_ID)
+    omnitrace: $(OMNITRACE_TAGGED_PIPELINE_ID)
     rccl: $(RCCL_TAGGED_PIPELINE_ID)
     rdc: $(RDC_TAGGED_PIPELINE_ID)
     rocAL: $(ROCAL_TAGGED_PIPELINE_ID)
@@ -133,8 +137,10 @@ parameters:
     rocm_bandwidth_test: $(ROCM_BANDWIDTH_TEST_TAGGED_PIPELINE_ID)
     rocm_smi_lib: $(ROCM_SMI_LIB_TAGGED_PIPELINE_ID)
     rocPRIM: $(ROCPRIM_TAGGED_PIPELINE_ID)
+    rocprofiler-compute: $(ROCPROFILER_COMPUTE_TAGGED_PIPELINE_ID)
     rocprofiler-register: $(ROCPROFILER_REGISTER_TAGGED_PIPELINE_ID)
     rocprofiler-sdk: $(ROCPROFILER_SDK_TAGGED_PIPELINE_ID)
+    rocprofiler-systems: $(ROCPROFILER_SYSTEMS_PIPELINE_ID)
     rocprofiler: $(ROCPROFILER_TAGGED_PIPELINE_ID)
     rocPyDecode: $(ROCPYDECODE_TAGGED_PIPELINE_ID)
     ROCR-Runtime: $(ROCR_RUNTIME_TAGGED_PIPELINE_ID)
@@ -175,13 +181,16 @@ parameters:
     - hipRAND
     - hipSPARSELt
     - hipTensor
+    - omnitrace
     - rccl
     - rocALUTION
     - rocBLAS
     - rocFFT
     - rocm-examples
     - rocPRIM
+    - rocprofiler-compute
     - rocprofiler-sdk
+    - rocprofiler-systems
     - rocprofiler
     - rocPyDecode
     - rocRAND

.azuredevops/templates/steps/gpu-diagnostics.yml

@@ -0,0 +1,54 @@
+# Diagnostics for GPU-enabled systems
+parameters:
+- name: runRocminfo
+  type: boolean
+  default: true
+
+steps:
+- ${{ if eq(parameters.runRocminfo, true) }}:
+  - task: Bash@3
+    displayName: 'rocminfo'
+    continueOnError: true
+    inputs:
+      targetType: inline
+      script: $(Agent.BuildDirectory)/rocm/bin/rocminfo || true
+  - task: Bash@3
+    displayName: 'rocm_agent_enumerator'
+    continueOnError: true
+    inputs:
+      targetType: inline
+      script: $(Agent.BuildDirectory)/rocm/bin/rocm_agent_enumerator || true
+- task: Bash@3
+  displayName: 'List DRI devices'
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: ls -la /dev/dri/ || true
+- task: Bash@3
+  displayName: 'List amdgpu/rocm/mesa packages'
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: apt list --installed | grep -E 'amdgpu|rocm|mesa' || true
+- task: Bash@3
+  displayName: 'List GPU processes'
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: |
+      ls /sys/class/kfd/kfd/proc/ || true
+      sudo lsof | grep amdgpu || true
+- task: Bash@3
+  displayName: 'System snapshot'
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: top -bn1 || true
+- task: Bash@3
+  displayName: 'List dmesg'
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: |
+      echo 'rocm-ci: $(Build.DefinitionName) $(System.DefinitionId)' | sudo tee /dev/kmsg || true
+      sudo dmesg || true

.azuredevops/variables-global.yml

@@ -167,6 +167,10 @@ variables:
   value: 241
 - name: OMNIPERF_TAGGED_PIPELINE_ID
   value: 242
+- name: OMNITRACE_PIPELINE_ID
+  value: 253
+- name: OMNITRACE_TAGGED_PIPELINE_ID
+  value: 252
 - name: RCCL_GFX942_TEST_PIPELINE_ID
   value: 184
 - name: RCCL_PIPELINE_ID
@@ -255,6 +259,10 @@ variables:
   value: 20
 - name: ROCPROFILER_GFX942_TEST_PIPELINE_ID
   value: 190
+- name: ROCPROFILER_COMPUTE_PIPELINE_ID
+  value: 257
+- name: ROCPROFILER_COMPUTE_TAGGED_PIPELINE_ID
+  value: 258
 - name: ROCPROFILER_REGISTER_PIPELINE_ID
   value: 1
 - name: ROCPROFILER_REGISTER_TAGGED_PIPELINE_ID
@@ -263,6 +271,10 @@ variables:
   value: 246
 - name: ROCPROFILER_SDK_TAGGED_PIPELINE_ID
   value: 234
+- name: ROCPROFILER_SYSTEMS_PIPELINE_ID
+  value: 255
+- name: ROCPROFILER_SYSTEMS_TAGGED_PIPELINE_ID
+  value: 254
 - name: ROCPROFILER_PIPELINE_ID
   value: 143
 - name: ROCPROFILER_TAGGED_PIPELINE_ID
@@ -325,3 +337,5 @@ variables:
   value: 78
 - name: RPP_TAGGED_PIPELINE_ID
   value: 39
+- name: BOOST_DEPENDENCY_PIPELINE_ID
+  value: 250

.wordlist.txt

@@ -36,6 +36,7 @@ Bluefield
 Bootloader
 CCD
 CDNA
+CHTML
 CIFAR
 CLI
 CLion
@@ -70,6 +71,7 @@ Concretized
 Conda
 ConnectX
 CuPy
+Dashboarding
 DDR
 DF
 DGEMM
@@ -227,6 +229,7 @@ Mellanox's
 Meta's
 Miniconda
 MirroredStrategy
+Mixtral
 Multicore
 Multithreaded
 MyEnvironment
@@ -272,6 +275,8 @@ OpenMPI
 OpenSSL
 OpenVX
 OpenXLA
+Oversubscription
+PagedAttention
 PCC
 PCI
 PCIe
@@ -293,6 +298,7 @@ PowerShell
 PyPi
 PyTorch
 Qcycles
+Qwen
 RAII
 RAS
 RCCL
@@ -562,6 +568,7 @@ hipfort
 hipify
 hipsolver
 hipsparse
+hlist
 hotspotting
 hpc
 hpp
@@ -585,6 +592,7 @@ intra
 invariants
 invocating
 ipo
+jax
 kdb
 kfd
 latencies
@@ -605,6 +613,7 @@ migraphx
 miopen
 miopengemm
 mivisionx
+mjx
 mkdir
 mlirmiopen
 mtypes
@@ -620,6 +629,7 @@ openmp
 openssl
 optimizers
 os
+oversubscription
 pageable
 parallelization
 parameterization

README.md

@@ -76,7 +76,7 @@ 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=6.2.2 # Or 6.2.0 or 6.2.1
+export ROCM_VERSION=6.2.4 # Or 6.2.0, 6.2.1, 6.2.2
 ~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.2.x -m tools/rocm-build/rocm-${ROCM_VERSION}.xml
 ~/bin/repo sync
 

RELEASE.md

@@ -1,104 +1,69 @@
-# ROCm 6.2.2 release notes
+# ROCm 6.2.4 release notes
 
-These release notes provide a summary of notable changes since the previous ROCm release.
+The release notes provide a summary of notable changes since the previous ROCm release.
+
+- [Release highlights](#release-highlights)
+
+- [Operating system and hardware support changes](#operating-system-and-hardware-support-changes)
+
+- [ROCm components versioning](#rocm-components)
+
+- [Detailed component changes](#detailed-component-changes)
+
+- [ROCm known issues](#rocm-known-issues)
+
+- [ROCm upcoming changes](#rocm-upcoming-changes)
 
 ```{note}
-As ROCm 6.2.2 was released shortly after 6.2.1, the changes between these versions
-are minimal. For a comprehensive overview of recent updates, the ROCm 6.2.1 release
-notes are appended to the end of this document.
-
-For detailed information about the changes in ROCm 6.2.1, refer to the appended
-section: [ROCm 6.2.1 release notes](rocm-6-2-1-release-notes).
+If you’re using Radeon™ PRO or Radeon GPUs in a workstation setting with a
+display connected, continue to use ROCm 6.2.3. See the [Use ROCm on Radeon
+GPUs](https://rocm.docs.amd.com/projects/radeon/en/latest/index.html)
+documentation to verify compatibility and system requirements.
 ```
 
-The [Compatibility matrix](https://rocm.docs.amd.com/en/docs-6.2.2/compatibility/compatibility-matrix.html)
-provides the full list of supported hardware, operating systems, ecosystems, third-party components, and ROCm components
-for each ROCm release.
-
-Release notes for previous ROCm releases are available in earlier versions of the documentation.
-See the [ROCm documentation release history](https://rocm.docs.amd.com/en/latest/release/versions.html).
-
 ## Release highlights
 
-The following is a significant fix introduced in ROCm 6.2.2.
+The following are notable new features and improvements in ROCm 6.2.4. For changes to individual components, see
+[Detailed component changes](#detailed-component-changes).
 
-### Fixed Instinct MI300X error recovery failure
+#### ROCm documentation updates
 
-Improved the reliability of AMD Instinct MI300X accelerators in scenarios involving
-uncorrectable errors. Previously, error recovery did not occur as expected,
-potentially leaving the system in an undefined state. This fix ensures that error
-recovery functions as expected, maintaining system stability.
+ROCm documentation continues to be updated to provide clearer and more comprehensive guidance for
+a wider variety of user needs and use cases.
 
-See the [original issue](#instinct-mi300x-gpu-recovery-failure-on-uncorrectable-errors)
-noted in the ROCm 6.2.1 release notes.
+* Added a new GPU cluster networking guide. See
+  [Cluster network performance validation for AMD Instinct accelerators](https://rocm.docs.amd.com/projects/gpu-cluster-networking/en/docs-6.2.4/index.html).
+  This documentation provides guidelines on validating network configurations
+  in single-node and multi-node environments to attain optimal speed and bandwidth
+  in AMD Instinct-powered clusters.
 
----
+* Updated the HIP runtime documentation.
 
-## ROCm 6.2.1 release notes
+  * Added a new section on how to use [HIP graphs](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.4/how-to/hipgraph.html).
 
-The ROCm 6.2.1 release notes document newly added ecosystem support, ROCm Offline Installer Creator updates,
-and improvements to several ROCm libraries and tools.
+  * Added a new section about the [Stream ordered memory allocator (SOMA)](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.4/how-to/stream_ordered_allocator.html).
 
-- [Release highlights](release-highlights)
+  * Updated the [Porting CUDA driver API](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.4/how-to/hip_porting_driver_api.html) section.
 
-- [Operating system and hardware support changes](operating-system-and-hardware-support-changes)
+* Updated the [Post-installation instructions](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.2.4/install/post-install.html)
+  with guidance on using the `update-alternatives` utility and environment modules to help you manage multiple ROCm
+  versions and streamline PATH configuration.
 
-- [ROCm components versioning](rocm-components)
+* Updated the [LLM inference performance validation on AMD Instinct
+  MI300X](https://rocm.docs.amd.com/en/docs-6.2.4/how-to/performance-validation/mi300x/vllm-benchmark.html)
+  documentation with more detailed guidance, new models, and the `float8` data type.
 
-- [Detailed component changes](detailed-component-changes)
+## Operating system and hardware support changes
 
-- [ROCm known issues](rocm-known-issues)
+ROCm 6.2.4 adds support for the [AMD Radeon PRO V710](https://www.amd.com/en/products/accelerators/radeon-pro/amd-radeon-pro-v710.html) GPU for compute workloads. See 
+[Supported GPUs](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.2.4/reference/system-requirements.html#supported-gpus)
+for more information.
 
-- [ROCm upcoming changes](rocm-upcoming-changes)
+This release maintains the same operating system support as 6.2.2.
 
-### Release highlights
+## ROCm components
 
-The following are notable new features and improvements in ROCm 6.2.1. For changes to individual components, see [Detailed component changes](#detailed-component-changes).
-
-#### rocAL major version change
-
-The new version of rocAL introduces many new features, but does not modify any of the existing public API functions. However, the version number was incremented from 1.3 to 2.0.
-Applications linked to version 1.3 must be recompiled to link against version 2.0.
-
-See [the rocAL detailed changes](#rocal-2-0-0) for more information.
-
-#### New support for FBGEMM (Facebook General Matrix Multiplication)
-
-As of ROCm 6.2.1, ROCm supports Facebook General Matrix Multiplication (FBGEMM) and the related FBGEMM_GPU library. 
-
-FBGEMM is a low-precision, high-performance CPU kernel library for convolution and matrix multiplication. It is used for server-side inference and as a back end for PyTorch quantized operators. FBGEMM_GPU includes a collection of PyTorch GPU operator libraries for training and inference. For more information, see the ROCm [Model acceleration libraries guide](https://rocm.docs.amd.com/en/docs-6.2.1/how-to/llm-fine-tuning-optimization/model-acceleration-libraries.html)
-and [PyTorch's FBGEMM GitHub repository](https://github.com/pytorch/FBGEMM).
-
-#### ROCm Offline Installer Creator changes
-
-The [ROCm Offline Installer Creator 6.2.1](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.2.1/install/rocm-offline-installer.html) introduces several new features and improvements including:
-
-* Logging support for create and install logs
-* More stringent checks for Linux versions and distributions
-* Updated prerequisite repositories
-* Fixed CTest issues
-
-#### ROCm documentation changes 
-
-There have been no changes to supported hardware or operating systems from ROCm 6.2.0 to ROCm 6.2.1.
-
-* The Programming Model Reference and Understanding the Programming Model topics in HIP have been consolidated into one topic,
-[HIP programming model (conceptual)](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1/understand/programming_model.html). 
-* The [HIP virtual memory management](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1/how-to/virtual_memory.html) and [HIP virtual memory management API](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1/reference/virtual_memory_reference.html) topics have been added.
-
-```{note}
-The ROCm documentation, like all ROCm projects, is open source and available on GitHub. To contribute to ROCm documentation, see the [ROCm documentation contribution guidelines](https://rocm.docs.amd.com/en/latest/contribute/contributing.html).
-```
-
-### Operating system and hardware support changes
-
-ROCm 6.2.1 adds support for Ubuntu 24.04.1 (kernel: 6.8 [GA]).
-
-See the [Compatibility matrix](https://rocm.docs.amd.com/en/docs-6.2.1/compatibility/compatibility-matrix.html) for the full list of supported operating systems and hardware architectures.
-
-### ROCm components
-
-The following table lists the versions of ROCm components for ROCm 6.2.1, including any version changes from 6.2.0 to 6.2.1. 
+The following table lists the versions of ROCm components for ROCm 6.2.4, including any version changes from 6.2.2 to 6.2.4.
 
 Click the component's updated version to go to a detailed list of its changes. Click <i class="fab fa-github fa-lg"></i> to go to the component's source code on GitHub.
 
@@ -121,51 +86,51 @@ Click the component's updated version to go to a detailed list of its changes. C
             <tr>
                 <th rowspan="8">Libraries</th>
                 <th rowspan="8">Machine learning and computer vision</th>
-                <td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.2.1">Composable Kernel</a>
+                <td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.2.4">Composable Kernel</a>
                 </td>
                 <td>1.1.0</td>
-                <td><a href="https://github.com/ROCm/composable_kernel/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/composable_kernel/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.2.1">MIGraphX</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.2.4">MIGraphX</a></td>
                 <td>2.10</td>
-                <td><a href="https://github.com/ROCm/AMDMIGraphX/releases/tag/rocm-6.2.1"><i class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://github.com/ROCm/AMDMIGraphX/releases/"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.2.1">MIOpen</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.2.4">MIOpen</a></td>
                 <td>3.2.0</td>
-                <td><a href="https://github.com/ROCm/MIOpen/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/MIOpen/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.2.1">MIVisionX</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.2.4">MIVisionX</a></td>
                 <td>3.0.0</td>
-                <td><a href="https://github.com/ROCm/MIVisionX/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/MIVisionX/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.2.1">rocAL</a></td>
-                <td>1.0.0&nbsp;&Rightarrow;&nbsp;<a href="#rocal-2-0-0">2.0.0</a></td>
-                <td><a href="https://github.com/ROCm/rocAL/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.2.4">rocAL</a></td>
+                <td>2.0.0</td>
+                <td><a href="https://github.com/ROCm/rocAL/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.2.1">rocDecode</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.2.4">rocDecode</a></td>
                 <td>0.6.0</td>
-                <td><a href="https://github.com/ROCm/rocDecode/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocDecode/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.2.1">rocPyDecode</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.2.4">rocPyDecode</a></td>
                 <td>0.1.0</td>
-                <td><a href="https://github.com/ROCm/rocPyDecode/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocPyDecode/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.2.1">RPP</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.2.4">RPP</a></td>
                 <td>1.8.0</td>
-                <td><a href="https://github.com/ROCm/rpp/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rpp/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
@@ -173,9 +138,9 @@ Click the component's updated version to go to a detailed list of its changes. C
             <tr>
                 <th rowspan="1"></th>
                 <th rowspan="1">Communication</th>
-                <td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.2.1">RCCL</a></td>
-                <td>2.20.5&nbsp;&Rightarrow;&nbsp;<a href="#rccl-2-20-5">2.20.5</a></td>
-                <td><a href="https://github.com/ROCm/rccl/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.2.4">RCCL</a></td>
+                <td>2.20.5</td>
+                <td><a href="https://github.com/ROCm/rccl/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
@@ -183,99 +148,99 @@ Click the component's updated version to go to a detailed list of its changes. C
             <tr>
                 <th rowspan="16"></th>
                 <th rowspan="16">Math</th>
-                <td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.2.1">hipBLAS</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.2.4">hipBLAS</a></td>
                 <td>2.2.0</td>
-                <td><a href="https://github.com/ROCm/hipBLAS/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/hipBLAS/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.2.1">hipBLASLt</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.2.4">hipBLASLt</a></td>
                 <td>0.8.0</td>
-                <td><a href="https://github.com/ROCm/hipBLASLt/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/hipBLASLt/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.2.1">hipFFT</a></td>
-                <td>1.0.15</td>
-                <td><a href="https://github.com/ROCm/hipFFT/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.2.4">hipFFT</a></td>
+                <td>1.0.15&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/hipFFT/blob/docs/6.2.4/CHANGELOG.md">1.0.16</a></td>
+                <td><a href="https://github.com/ROCm/hipFFT/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.2.1">hipfort</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.2.4">hipfort</a></td>
                 <td>0.4.0</td>
-                <td><a href="https://github.com/ROCm/hipfort/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/hipfort/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.2.1">hipRAND</a></td>
-                <td>2.11.0</td>
-                <td><a href="https://github.com/ROCm/hipRAND/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.2.4">hipRAND</a></td>
+                <td>2.11.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/hipRAND/blob/docs/6.2.4/CHANGELOG.md">2.11.1</a></td>
+                <td><a href="https://github.com/ROCm/hipRAND/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.2.1">hipSOLVER</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.2.4">hipSOLVER</a></td>
                 <td>2.2.0</td>
-                <td><a href="https://github.com/ROCm/hipSOLVER/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/hipSOLVER/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.2.1">hipSPARSE</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.2.4">hipSPARSE</a></td>
                 <td>3.1.1</td>
-                <td><a href="https://github.com/ROCm/hipSPARSE/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/hipSPARSE/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.2.1">hipSPARSELt</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.2.4">hipSPARSELt</a></td>
                 <td>0.2.1</td>
-                <td><a href="https://github.com/ROCm/hipSPARSELt/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/hipSPARSELt/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.2.1">rocALUTION</a></td>
-                <td>3.2.0</td>
-                <td><a href="https://github.com/ROCm/rocALUTION/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.2.4">rocALUTION</a></td>
+                <td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocALUTION/blob/docs/6.2.4/CHANGELOG.md">3.2.1</a></td>
+                <td><a href="https://github.com/ROCm/rocALUTION/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.2.1">rocBLAS</a></td>
-                <td>4.1.2&nbsp;&Rightarrow;&nbsp;<a href="#rocblas-4-2-1">4.2.1</a></td>
-                <td><a href="https://github.com/ROCm/rocBLAS/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.2.4">rocBLAS</a></td>
+                <td>4.2.1&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocBLAS/blob/docs/6.2.4/CHANGELOG.md">4.2.4</a></td>
+                <td><a href="https://github.com/ROCm/rocBLAS/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.2.1">rocFFT</a></td>
-                <td>1.0.28&nbsp;&Rightarrow;&nbsp;<a href="#rocfft-1-0-29">1.0.29</a></td>
-                <td><a href="https://github.com/ROCm/rocFFT/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.2.4">rocFFT</a></td>
+                <td>1.0.29&nbsp;&Rightarrow;&nbsp;<a href="#rocfft-1-0-30">1.0.30</a></td>
+                <td><a href="https://github.com/ROCm/rocFFT/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.2.1">rocRAND</a></td>
-                <td>3.1.0</td>
-                <td><a href="https://github.com/ROCm/rocRAND/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.2.4">rocRAND</a></td>
+                <td>3.1.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocRAND/blob/docs/6.2.4/CHANGELOG.md">3.1.1</a></td>
+                <td><a href="https://github.com/ROCm/rocRAND/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.2.1">rocSOLVER</a></td>
-                <td>3.26.0</td>
-                <td><a href="https://github.com/ROCm/rocSOLVER/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.2.4">rocSOLVER</a></td>
+                <td>3.26.0&nbsp;&Rightarrow;&nbsp;<a href="#rocsolver-3-26-2">3.26.2</a></td>
+                <td><a href="https://github.com/ROCm/rocSOLVER/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.2.1">rocSPARSE</a></td>
-                <td>3.2.0</td>
-                <td><a href="https://github.com/ROCm/rocSPARSE/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.2.4">rocSPARSE</a></td>
+                <td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocSPARSE/blob/docs/6.2.4/CHANGELOG.md">3.2.1</a></td>
+                <td><a href="https://github.com/ROCm/rocSPARSE/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.2.1">rocWMMA</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.2.4">rocWMMA</a></td>
                 <td>1.5.0</td>
-                <td><a href="https://github.com/ROCm/rocWMMA/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocWMMA/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
                 <td><a href="https://github.com/ROCm/Tensile">Tensile</a></td>
                 <td>4.41.0</td>
-                <td><a href="https://github.com/ROCm/tensile/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/tensile/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
@@ -283,27 +248,27 @@ Click the component's updated version to go to a detailed list of its changes. C
             <tr>
                 <th rowspan="4"></th>
                 <th rowspan="4">Primitives</th>
-                <td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.2.1">hipCUB</a></td>
-                <td>3.2.0</td>
-                <td><a href="https://github.com/ROCm/hipCUB/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.2.4">hipCUB</a></td>
+                <td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/hipCUB/blob/docs/6.2.4/CHANGELOG.md">3.2.1</a></td>
+                <td><a href="https://github.com/ROCm/hipCUB/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.2.1">hipTensor</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.2.4">hipTensor</a></td>
                 <td>1.3.0</td>
-                <td><a href="https://github.com/ROCm/hipTensor/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/hipTensor/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.2.1">rocPRIM</a></td>
-                <td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="#rocprim-3-2-1">3.2.1</a></td>
-                <td><a href="https://github.com/ROCm/rocPRIM/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.2.4">rocPRIM</a></td>
+                <td>3.2.1&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocPRIM/blob/docs/6.2.4/CHANGELOG.md">3.2.2</a></td>
+                <td><a href="https://github.com/ROCm/rocPRIM/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.2.1">rocThrust</a></td>
-                <td>3.1.0</td>
-                <td><a href="https://github.com/ROCm/rocThrust/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.2.4">rocThrust</a></td>
+                <td>3.1.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocThrust/blob/docs/6.2.4/CHANGELOG.md">3.1.1</a></td>
+                <td><a href="https://github.com/ROCm/rocThrust/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
@@ -311,33 +276,33 @@ Click the component's updated version to go to a detailed list of its changes. C
             <tr>
                 <th rowspan="6">Tools</th>
                 <th rowspan="6">System management</th>
-                <td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.2.1">AMD SMI</a></td>
-                <td>24.6.2&nbsp;&Rightarrow;&nbsp;<a href="#amd-smi-24-6-3">24.6.3</a></td>
-                <td><a href="https://github.com/ROCm/amdsmi/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.2.4">AMD SMI</a></td>
+                <td>24.6.3&nbsp;&Rightarrow;&nbsp;<a href="#amd-smi-24-6-3">24.6.3</a></td>
+                <td><a href="https://github.com/ROCm/amdsmi/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.2.1">rocminfo</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.2.4">rocminfo</a></td>
                 <td>1.0.0</td>
-                <td><a href="https://github.com/ROCm/rocminfo/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocminfo/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.2.1">ROCm Data Center Tool</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.2.4">ROCm Data Center Tool</a></td>
+                <td>0.3.0</td>
+                <td><a href="https://github.com/ROCm/rdc/releases/"><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-6.2.4">ROCm SMI</a></td>
+                <td>7.3.0</td>
+                <td><a href="https://github.com/ROCm/rocm_smi_lib/releases/"><i
+                            class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.2.4">ROCm Validation Suite</a></td>
                 <td>1.0.0</td>
-                <td><a href="https://github.com/ROCm/rdc/releases/tag/rocm-6.2.1"><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-6.2.1">ROCm SMI</a></td>
-                <td>7.3.0&nbsp;&Rightarrow;&nbsp;<a href="#rocm-smi-7-3-0">7.3.0</a></td>
-                <td><a href="https://github.com/ROCm/rocm_smi_lib/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
-            </tr>
-            <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.2.1">ROCm Validation Suite</a></td>
-                <td>1.0.0</td>
-                <td><a href="https://github.com/ROCm/ROCmValidationSuite/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/ROCmValidationSuite/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
@@ -345,40 +310,40 @@ Click the component's updated version to go to a detailed list of its changes. C
             <tr>
                 <th rowspan="6"></th>
                 <th rowspan="6">Performance</th>
-                <td><a href="https://rocm.docs.amd.com/projects/omniperf/en/docs-6.2.1">Omniperf</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/omniperf/en/docs-6.2.4">Omniperf</a></td>
                 <td>2.0.1</td>
-                <td><a href="https://github.com/ROCm/omniperf/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/omniperf/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/omnitrace/en/docs-6.2.1">Omnitrace</a></td>
-                <td>1.11.2&nbsp;&Rightarrow;&nbsp;<a href="#omnitrace-1-11-2">1.11.2</a></td>
-                <td><a href="https://github.com/ROCm/omnitrace/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/omnitrace/en/docs-6.2.4">Omnitrace</a></td>
+                <td>1.11.2</td>
+                <td><a href="https://github.com/ROCm/omnitrace/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocm_bandwidth_test/en/docs-6.2.1">ROCm Bandwidth
+                <td><a href="https://rocm.docs.amd.com/projects/rocm_bandwidth_test/en/docs-6.2.4">ROCm Bandwidth
                         Test</a></td>
                 <td>1.4.0</td>
-                <td><a href="https://github.com/ROCm/rocm_bandwidth_test/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocm_bandwidth_test/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.2.1/">ROCProfiler</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.2.4/">ROCProfiler</a></td>
                 <td>2.0.0</td>
-                <td><a href="https://github.com/ROCm/ROCProfiler/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/ROCProfiler/releases/"><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-6.2.1">ROCprofiler-SDK</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.2.4">ROCprofiler-SDK</a></td>
                 <td>0.4.0</td>
-                <td><a href="https://github.com/ROCm/rocprofiler-sdk/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocprofiler-sdk/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr >
-                <td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.2.1/">ROCTracer</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.2.4/">ROCTracer</a></td>
                 <td>4.1.0</td>
-                <td><a href="https://github.com/ROCm/ROCTracer/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/ROCTracer/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
@@ -386,219 +351,114 @@ Click the component's updated version to go to a detailed list of its changes. C
             <tr>
                 <th rowspan="5"></th>
                 <th rowspan="5">Development</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.2.1/">HIPIFY</a></td>
-                <td>18.0.0&nbsp;&Rightarrow;&nbsp;<a href="#hipify-18-0-0">18.0.0</a></td>
-                <td><a href="https://github.com/ROCm/HIPIFY/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.2.4/">HIPIFY</a></td>
+                <td>18.0.0</td>
+                <td><a href="https://github.com/ROCm/HIPIFY/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.2.1">ROCdbgapi</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.2.4">ROCdbgapi</a></td>
                 <td>0.76.0</td>
-                <td><a href="https://github.com/ROCm/ROCdbgapi/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/ROCdbgapi/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.2.1/">ROCm CMake</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.2.4/">ROCm CMake</a></td>
                 <td>0.13.0</td>
-                <td><a href="https://github.com/ROCm/rocm-cmake/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocm-cmake/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.2.1">ROCm Debugger (ROCgdb)</a>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.2.4">ROCm Debugger (ROCgdb)</a>
                 </td>
                 <td>14.2</td>
-                <td><a href="https://github.com/ROCm/ROCgdb/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/ROCgdb/releases/"><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-6.2.1">ROCr Debug Agent</a>
+                <td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.2.4">ROCr Debug Agent</a>
                 </td>
                 <td>2.0.3</td>
-                <td><a href="https://github.com/ROCm/rocr_debug_agent/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/rocr_debug_agent/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
         <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-6.2.1">HIPCC</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.2.4">HIPCC</a></td>
                 <td>1.1.1</td>
-                <td><a href="https://github.com/ROCm/llvm-project/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/llvm-project/releases/"><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-6.2.1">llvm-project</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.2.4">llvm-project</a></td>
                 <td>18.0.0</td>
-                <td><a href="https://github.com/ROCm/llvm-project/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/llvm-project/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
         <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-6.2.1">HIP</a></td>
-                <td>6.2&nbsp;&Rightarrow;&nbsp;<a href="#hip-6-2-1">6.2.1</a></td>
-                <td><a href="https://github.com/ROCm/HIP/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.4">HIP</a></td>
+                <td>6.2.4</a></td>
+                <td><a href="https://github.com/ROCm/HIP/releases/"><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-6.2.1">ROCr Runtime</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.2.4">ROCr Runtime</a></td>
                 <td>1.14.0</td>
-                <td><a href="https://github.com/ROCm/ROCR-Runtime/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/ROCR-Runtime/releases/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
     </table>
 </div>
 
-### Detailed component changes
+## Detailed component changes
 
 The following sections describe key changes to ROCm components.
 
-#### **AMD SMI** (24.6.3)
+### **AMD SMI** (24.6.3)
 
-##### Changes
+#### Resolved issues
 
-* Added `amd-smi static --ras` on Guest VMs. Guest VMs can view enabled/disabled RAS features on Host cards.
+* Fixed support for the API calls `amdsmi_get_gpu_process_isolation` and
+  `amdsmi_clean_gpu_local_data`, along with the `amd-smi set
+  --process-isolation <0 or 1>` command. See issue
+  [#3500](https://github.com/ROCm/ROCm/issues/3500) on GitHub.
 
-##### Removals
+### **rocFFT** (1.0.30)
 
-* Removed `amd-smi metric --ecc` & `amd-smi metric --ecc-blocks` on Guest VMs. Guest VMs do not support getting current ECC counts from the Host cards.
+#### Optimized
 
-##### Resolved issues
+* Implemented 1D kernels for factorizable sizes greater than 1024 and less than 2048.
 
-* Fixed TypeError in `amd-smi process -G`.
-* Updated CLI error strings to handle empty and invalid GPU/CPU inputs.
-* Fixed Guest VM showing passthrough options.
-* Fixed firmware formatting where leading 0s were missing.
+#### Resolved issues
 
-#### **HIP** (6.2.1)
+* Fixed plan creation failure on some even-length real-complex transforms that use Bluestein's algorithm.
 
-##### Resolved issues
+### **rocSOLVER** (3.26.2)
 
-* Soft hang when using `AMD_SERIALIZE_KERNEL`
-* Memory leak in `hipIpcCloseMemHandle`
+#### Resolved issues
 
-#### **HIPIFY** (18.0.0)
+* Fixed synchronization issue in STEIN.
 
-##### Changes
+## ROCm known issues
 
-* Added CUDA 12.5.1 support
-* Added cuDNN 9.2.1 support
-* Added LLVM 18.1.8 support
-* Added `hipBLAS` 64-bit APIs support
-* Added Support for math constants `math_constants.h`
+ROCm known issues are tracked on [GitHub](https://github.com/ROCm/ROCm/labels/Verified%20Issue).
+Known issues related to individual components are listed in the [Detailed component changes](#detailed-component-changes)
+section.
 
-#### **Omnitrace** (1.11.2)
-
-##### Known issues
-
-Perfetto can no longer open Omnitrace proto files. Loading Perfetto trace output `.proto` files in the latest version of `ui.perfetto.dev` can result in a dialog with the message, "Oops, something went wrong! Please file a bug." The information in the dialog will refer to an "Unknown field type." The workaround is to open the files with the previous version of the Perfetto UI found at [https://ui.perfetto.dev/v46.0-35b3d9845/#!/](https://ui.perfetto.dev/v46.0-35b3d9845/#!/).
-
-See [issue #3767](https://github.com/ROCm/ROCm/issues/3767) on GitHub.
-
-#### **RCCL** (2.20.5)
-
-##### Known issues
-
-On systems running Linux kernel 6.8.0, such as Ubuntu 24.04, Direct Memory Access (DMA) transfers between the GPU and NIC are disabled and impacts multi-node RCCL performance.
-This issue was reproduced with RCCL 2.20.5 (ROCm 6.2.0 and 6.2.1) on systems with Broadcom Thor-2 NICs and affects other systems with RoCE networks using Linux 6.8.0 or newer.
-Older RCCL versions are also impacted.
-
-This issue will be addressed in a future ROCm release.
-
-See [issue #3772](https://github.com/ROCm/ROCm/issues/3772) on GitHub.
-
-#### **rocAL** (2.0.0)
-
-##### Changes
- 
-* The new version of rocAL introduces many new features, but does not modify any of the existing public API functions.However, the version number was incremented from 1.3 to 2.0.
-  Applications linked to version 1.3 must be recompiled to link against version 2.0.
-* Added development and test packages.
-* Added C++ rocAL audio unit test and Python script to run and compare the outputs.
-* Added Python support for audio decoders.
-* Added Pytorch iterator for audio.
-* Added Python audio unit test and support to verify outputs.
-* Added rocDecode for HW decode.
-* Added support for: 
-    * Audio loader and decoder, which uses libsndfile library to decode wav files
-    * Audio augmentation - PreEmphasis filter, Spectrogram, ToDecibels, Resample, NonSilentRegionDetection, MelFilterBank 
-    * Generic augmentation - Slice, Normalize
-    * Reading from file lists in file reader
-    * Downmixing audio channels during decoding
-    * TensorTensorAdd and TensorScalarMultiply operations
-    * Uniform and Normal distribution nodes
-* Image to tensor updates
-* ROCm install - use case graphics removed
-
-##### Known issues
- 
-* Dependencies are not installed with the rocAL package installer. Dependencies must be installed with the prerequisite setup script provided. See the [rocAL README on GitHub](https://github.com/ROCm/rocAL/blob/docs/6.2.1/README.md#prerequisites-setup-script) for details.
-
-#### **rocBLAS** (4.2.1)
-
-##### Removals
-
-* Removed Device_Memory_Allocation.pdf link in documentation.
-
-##### Resolved issues
-
-* Fixed error/warning message during `rocblas_set_stream()` call.
-
-#### **rocFFT** (1.0.29)
-
-##### Optimizations
-
-* Implemented 1D kernels for factorizable sizes less than 1024.
-
-#### **ROCm SMI** (7.3.0)
-
-##### Optimizations
-
-* Improved handling of UnicodeEncodeErrors with non UTF-8 locales. Non UTF-8 locales were causing crashes on UTF-8 special characters.
-
-##### Resolved issues
-
-* Fixed an issue where the Compute Partition tests segfaulted when AMDGPU was loaded with optional parameters.
-
-##### Known issues
-
-* When setting CPX as a partition mode, there is a DRM node limit of 64. This is a known limitation when multiple drivers are using the DRM nodes. The `ls /sys/class/drm` command can be used to see the number of DRM nodes, and the following steps can be used to remove unnecessary drivers:
-        
-    1. Unload AMDGPU: `sudo rmmod amdgpu`.
-    2. Remove any unnecessary drivers using `rmmod`. For example, to remove an AST driver, run `sudo rmmod ast`.
-    3. Reload AMDGPU using `modprobe`: `sudo modprobe amdgpu`.
-
-#### **rocPRIM** (3.2.1)
-
-##### Optimizations
-
-* Improved performance of `block_reduce_warp_reduce` when warp size equals block size.
-
-### ROCm known issues
-
-ROCm known issues are tracked on [GitHub](https://github.com/ROCm/ROCm/labels/Verified%20Issue). Known issues related to
-individual components are listed in the [Detailed component changes](detailed-component-changes) section.
-
-#### Instinct MI300X GPU recovery failure on uncorrectable errors
-
-For the AMD Instinct MI300X accelerator, GPU recovery resets triggered by uncorrectable errors (UE) might not complete
-successfully, which can result in the system being left in an undefined state. A system reboot is needed to recover from
-this state. Additionally, error logging might fail in these situations, hindering diagnostics.
-
-This issue is under investigation and will be resolved in a future ROCm release.
-
-See [issue #3766](https://github.com/ROCm/ROCm/issues/3766) on GitHub.
-
-### ROCm upcoming changes
+## ROCm upcoming changes
 
 The following changes to the ROCm software stack are anticipated for future releases.
 
-#### rocm-llvm-alt
+### rocm-llvm-alt
 
 The `rocm-llvm-alt` package will be removed in an upcoming release. Users relying on the functionality provided by the closed-source compiler should transition to the open-source compiler. Once the `rocm-llvm-alt` package is removed, any compilation requesting functionality provided by the closed-source compiler will result in a Clang warning: "*[AMD] proprietary optimization compiler has been removed*".
 
-#### rccl-rdma-sharp-plugins
+### rccl-rdma-sharp-plugins
 
 The RCCL plugin package, `rccl-rdma-sharp-plugins`, will be removed in an upcoming ROCm release. 

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-6.2.2"
+    <default revision="refs/tags/rocm-6.2.4"
      remote="rocm-org"
      sync-c="true"
      sync-j="4" />

docs/about/license.md

@@ -60,7 +60,7 @@ additional licenses. Please review individual repositories for more information.
 | [ROCdbgapi](https://github.com/ROCm/ROCdbgapi/) | [MIT](https://github.com/ROCm/ROCdbgapi/blob/amd-staging/LICENSE.txt) |
 | [rocDecode](https://github.com/ROCm/rocDecode) | [MIT](https://github.com/ROCm/rocDecode/blob/develop/LICENSE) |
 | [rocFFT](https://github.com/ROCm/rocFFT/) | [MIT](https://github.com/ROCm/rocFFT/blob/develop/LICENSE.md) |
-| [ROCgdb](https://github.com/ROCm/ROCgdb/) | [GNU General Public License v2.0](https://github.com/ROCm/ROCgdb/blob/amd-master/COPYING) |
+| [ROCgdb](https://github.com/ROCm/ROCgdb/) | [GNU General Public License v3.0](https://github.com/ROCm/ROCgdb/blob/amd-master/COPYING3) |
 | [ROCK-Kernel-Driver](https://github.com/ROCm/ROCK-Kernel-Driver/) | [GPL 2.0 WITH Linux-syscall-note](https://github.com/ROCm/ROCK-Kernel-Driver/blob/master/COPYING) |
 | [rocminfo](https://github.com/ROCm/rocminfo/) | [The University of Illinois/NCSA](https://github.com/ROCm/rocminfo/blob/amd-staging/License.txt) |
 | [ROCm Bandwidth Test](https://github.com/ROCm/rocm_bandwidth_test/) | [The University of Illinois/NCSA](https://github.com/ROCm/rocm_bandwidth_test/blob/master/LICENSE.txt) |

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

@@ -1,117 +1,117 @@
-ROCm Version,6.2.2,6.2.1,6.2.0, 6.1.2, 6.1.1, 6.1.0, 6.0.2, 6.0.0
-      :ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04,,,,,
-      ,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3, 22.04.2","Ubuntu 22.04.4, 22.04.3, 22.04.2"
-      ,,,,"Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5"
-      ,"RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.3, 9.2","RHEL 9.3, 9.2"
-      ,"RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8"
-      ,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4"
-      ,,,,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9
-      ,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-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
-      ,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
-      ,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
-      ,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
-      ,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
-      ,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
-      ,gfx942 [#mi300_622-past-60]_,gfx942 [#mi300_621-past-60]_,gfx942 [#mi300_620-past-60]_, gfx942 [#mi300_612-past-60]_, gfx942 [#mi300_611-past-60]_, gfx942 [#mi300_610-past-60]_, gfx942 [#mi300_602-past-60]_, gfx942 [#mi300_600-past-60]_
-      ,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a
-      ,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908
-      ,,,,,,,,
-      FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix-past-60:,,,,,,,
-      :doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
-      :doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.14.0, 2.13.1, 2.12.1","2.14.0, 2.13.1, 2.12.1"
-      :doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26
-      `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.14.1,1.14.1
-      ,,,,,,,,
-      THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix-past-60:,,,,,,,
-      `UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.2.0,>=1.2.0
-      `UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1
-      ,,,,,,,,
-      THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix-past-60:,,,,,,,
-      Thrust,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
-      CUB,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
-      ,,,,,,,,
-      KFD & USER SPACE [#kfd_support-past-60]_,.. _kfd-userspace-support-compatibility-matrix-past-60:,,,,,,,
-      Tested user space versions,"6.1.x, 6.0.x","6.1.x, 6.0.x","6.1.x, 6.0.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x, 5.6.x","6.2.x, 6.0.x, 5.7.x, 5.6.x"
-      ,,,,,,,,
-      ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix-past-60:,,,,,,,
-      :doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0
-      :doc:`MIGraphX <amdmigraphx:index>`,2.10.0,2.10.0,2.10.0,2.9.0,2.9.0,2.9.0,2.8.0,2.8.0
-      :doc:`MIOpen <miopen:index>`,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
-      :doc:`MIVisionX <mivisionx:index>`,3.0.0,3.0.0,3.0.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0
-      :doc:`rocAL <rocal:index>`,2.0.0,2.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
-      :doc:`rocDecode <rocdecode:index>`,0.6.0,0.6.0,0.6.0,0.6.0,0.5.0,0.5.0,N/A,N/A
-      :doc:`rocPyDecode <rocpydecode:index>`,0.1.0,0.1.0,0.1.0,N/A,N/A,N/A,N/A,N/A
-      :doc:`RPP <rpp:index>`,1.8.0,1.8.0,1.8.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0
-      ,,,,,,,,
-      COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,
-      :doc:`RCCL <rccl:index>`,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
-      ,,,,,,,,
-      MATH LIBS,.. _mathlibs-support-compatibility-matrix-past-60:,,,,,,,
-      `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0
-      :doc:`hipBLAS <hipblas:index>`,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0
-      :doc:`hipBLASLt <hipblaslt:index>`,0.8.0,0.8.0,0.8.0,0.7.0,0.7.0,0.7.0,0.6.0,0.6.0
-      :doc:`hipFFT <hipfft:index>`,1.0.15,1.0.15,1.0.14,1.0.14,1.0.14,1.0.14,1.0.13,1.0.13
-      :doc:`hipFORT <hipfort:index>`,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0
-      :doc:`hipRAND <hiprand:index>`,2.11.0,2.11.0,2.11.0,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16
-      :doc:`hipSOLVER <hipsolver:index>`,2.2.0,2.2.0,2.2.0,2.1.1,2.1.1,2.1.0,2.0.0,2.0.0
-      :doc:`hipSPARSE <hipsparse:index>`,3.1.1,3.1.1,3.1.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
-      :doc:`hipSPARSELt <hipsparselt:index>`,0.2.1,0.2.1,0.2.1,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0
-      :doc:`rocALUTION <rocalution:index>`,3.2.0,3.2.0,3.2.0,3.1.1,3.1.1,3.1.1,3.0.3,3.0.3
-      :doc:`rocBLAS <rocblas:index>`,4.2.1,4.2.1,4.2.0,4.1.2,4.1.0,4.1.0,4.0.0,4.0.0
-      :doc:`rocFFT <rocfft:index>`,1.0.29,1.0.29,1.0.28,1.0.27,1.0.27,1.0.26,1.0.25,1.0.23
-      :doc:`rocRAND <rocrand:index>`,3.1.0,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.0,2.10.17
-      :doc:`rocSOLVER <rocsolver:index>`,3.26.0,3.26.0,3.26.0,3.25.0,3.25.0,3.25.0,3.24.0,3.24.0
-      :doc:`rocSPARSE <rocsparse:index>`,3.2.0,3.2.0,3.2.0,3.1.2,3.1.2,3.1.2,3.0.2,3.0.2
-      :doc:`rocWMMA <rocwmma:index>`,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0
-      `Tensile <https://github.com/ROCm/Tensile>`_,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.39.0,4.39.0
-      ,,,,,,,,
-      PRIMITIVES,.. _primitivelibs-support-compatibility-matrix-past-60:,,,,,,,
-      :doc:`hipCUB <hipcub:index>`,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
-      :doc:`hipTensor <hiptensor:index>`,1.3.0,1.3.0,1.3.0,1.2.0,1.2.0,1.2.0,1.1.0,1.1.0
-      :doc:`rocPRIM <rocprim:index>`,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
-      :doc:`rocThrust <rocthrust:index>`,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
-      ,,,,,,,,
-      SUPPORT LIBS,,,,,,,,
-      `hipother <https://github.com/ROCm/hipother>`_,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
-      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.2,6.2.1,6.2.0,6.1.2,6.1.1,6.1.0,6.0.2,6.0.0
-      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.4.05,20240607.4.05,20240607.1.4246,20240125.5.08,20240125.5.08,20240125.3.30,20231016.2.245,20231016.2.245
-      ,,,,,,,,
-      SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix-past-60:,,,,,,,
-      :doc:`AMD SMI <amdsmi:index>`,24.6.3,24.6.3,24.6.2,24.5.1,24.5.1,24.4.1,23.4.2,23.4.2
-      :doc:`ROCm Data Center Tool <rdc:index>`,1.0.0,1.0.0,1.0.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0
-      :doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
-      :doc:`ROCm SMI <rocm_smi_lib:index>`,7.3.0,7.3.0,7.3.0,7.2.0,7.0.0,7.0.0,6.0.2,6.0.0
-      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.2.2,rocm-6.2.1,rocm-6.2.0,rocm-6.1.2,rocm-6.1.1,rocm-6.1.0,rocm-6.0.2,rocm-6.0.0
-      ,,,,,,,,
-      PERFORMANCE TOOLS,,,,,,,,
-      :doc:`Omniperf <omniperf:index>`,2.0.1,2.0.1,2.0.1,N/A,N/A,N/A,N/A,N/A
-      :doc:`Omnitrace <omnitrace:index>`,1.11.2,1.11.2,1.11.2,N/A,N/A,N/A,N/A,N/A
-      :doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0
-      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60202,2.0.60201,2.0.60200,2.0.60102,2.0.60101,2.0.60100,2.0.60002,2.0.60000
-      :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.4.0,0.4.0,0.4.0,N/A,N/A,N/A,N/A,N/A
-      :doc:`ROCTracer <roctracer:index>`,4.1.60202,4.1.60201,4.1.60200,4.1.60102,4.1.60101,4.1.60100,4.1.60002,4.1.60000
-      ,,,,,,,,
-      DEVELOPMENT TOOLS,,,,,,,,
-      :doc:`HIPIFY <hipify:index>`,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      :doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.13.0,0.13.0,0.13.0,0.12.0,0.12.0,0.12.0,0.11.0,0.11.0
-      :doc:`ROCdbgapi <rocdbgapi:index>`,0.76.0,0.76.0,0.76.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0
-      :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,14.2.0,14.2.0,14.2.0,14.1.0,14.1.0,14.1.0,13.2.0,13.2.0
-      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0,0.3.0,0.3.0,0.3.0,N/A,N/A
-      :doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3
-      ,,,,,,,,
-      COMPILERS,.. _compilers-support-compatibility-matrix-past-60:,,,,,,,
-      `clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0
-      :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
-      `Flang <https://github.com/ROCm/flang>`_,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      :doc:`llvm-project <llvm-project:index>`,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
-      ,,,,,,,,
-      RUNTIMES,.. _runtime-support-compatibility-matrix-past-60:,,,,,,,
-      :doc:`AMD CLR <hip:understand/amd_clr>`,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
-      :doc:`HIP <hip:index>`,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
-      `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0
-      :doc:`ROCR-Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.13.0,1.13.0,1.13.0,1.13.0,1.12.0,1.12.0
+ROCm Version,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.5, 6.1.2, 6.1.1, 6.1.0, 6.0.2, 6.0.0
+      :ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04,,,,,,
+      ,"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 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.3, 9.2","RHEL 9.3, 9.2"
+      ,"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, 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 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-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
+      ,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
+      ,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
+      ,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
+      ,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
+      ,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
+      ,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
+      ,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908
+      ,,,,,,,,,,
+      FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix-past-60:,,,,,,,,,
+      :doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
+      :doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.14.0, 2.13.1, 2.12.1","2.14.0, 2.13.1, 2.12.1"
+      :doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26
+      `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.14.1,1.14.1
+      ,,,,,,,,,,
+      THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix-past-60:,,,,,,,,,
+      `UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.2.0,>=1.2.0
+      `UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1
+      ,,,,,,,,,,
+      THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix-past-60:,,,,,,,,,
+      Thrust,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
+      CUB,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
+      ,,,,,,,,,,
+      KFD & USER SPACE [#kfd_support-past-60]_,.. _kfd-userspace-support-compatibility-matrix-past-60:,,,,,,,,,
+      Tested user space versions,"6.1.x, 6.0.x","6.1.x, 6.0.x","6.1.x, 6.0.x","6.1.x, 6.0.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x, 5.6.x","6.2.x, 6.0.x, 5.7.x, 5.6.x"
+      ,,,,,,,,,,
+      ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix-past-60:,,,,,,,,,
+      :doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0
+      :doc:`MIGraphX <amdmigraphx:index>`,2.10.0,2.10.0,2.10.0,2.10.0,2.9.0,2.9.0,2.9.0,2.9.0,2.8.0,2.8.0
+      :doc:`MIOpen <miopen:index>`,3.2.0,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`MIVisionX <mivisionx:index>`,3.0.0,3.0.0,3.0.0,3.0.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0
+      :doc:`rocAL <rocal:index>`,2.0.0,2.0.0,2.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      :doc:`rocDecode <rocdecode:index>`,0.6.0,0.6.0,0.6.0,0.6.0,0.6.0,0.6.0,0.5.0,0.5.0,N/A,N/A
+      :doc:`rocPyDecode <rocpydecode:index>`,0.1.0,0.1.0,0.1.0,0.1.0,N/A,N/A,N/A,N/A,N/A,N/A
+      :doc:`RPP <rpp:index>`,1.8.0,1.8.0,1.8.0,1.8.0,1.5.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0
+      ,,,,,,,,,,
+      COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,,,
+      :doc:`RCCL <rccl:index>`,2.20.5,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
+      ,,,,,,,,,,
+      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
+      :doc:`hipBLAS <hipblas:index>`,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0
+      :doc:`hipBLASLt <hipblaslt:index>`,0.8.0,0.8.0,0.8.0,0.8.0,0.7.0,0.7.0,0.7.0,0.7.0,0.6.0,0.6.0
+      :doc:`hipFFT <hipfft:index>`,1.0.16,1.0.15,1.0.15,1.0.14,1.0.14,1.0.14,1.0.14,1.0.14,1.0.13,1.0.13
+      :doc:`hipFORT <hipfort:index>`,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0
+      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.11.0,2.11.0,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16
+      :doc:`hipSOLVER <hipsolver:index>`,2.2.0,2.2.0,2.2.0,2.2.0,2.1.1,2.1.1,2.1.1,2.1.0,2.0.0,2.0.0
+      :doc:`hipSPARSE <hipsparse:index>`,3.1.1,3.1.1,3.1.1,3.1.1,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
+      :doc:`hipSPARSELt <hipsparselt:index>`,0.2.1,0.2.1,0.2.1,0.2.1,0.2.0,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0
+      :doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.0,3.2.0,3.2.0,3.1.1,3.1.1,3.1.1,3.1.1,3.0.3,3.0.3
+      :doc:`rocBLAS <rocblas:index>`,4.2.4,4.2.1,4.2.1,4.2.0,4.1.2,4.1.2,4.1.0,4.1.0,4.0.0,4.0.0
+      :doc:`rocFFT <rocfft:index>`,1.0.30,1.0.29,1.0.29,1.0.28,1.0.27,1.0.27,1.0.27,1.0.26,1.0.25,1.0.23
+      :doc:`rocRAND <rocrand:index>`,3.1.1,3.1.0,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,2.10.17
+      :doc:`rocSOLVER <rocsolver:index>`,3.26.2,3.26.0,3.26.0,3.26.0,3.25.0,3.25.0,3.25.0,3.25.0,3.24.0,3.24.0
+      :doc:`rocSPARSE <rocsparse:index>`,3.2.1,3.2.0,3.2.0,3.2.0,3.1.2,3.1.2,3.1.2,3.1.2,3.0.2,3.0.2
+      :doc:`rocWMMA <rocwmma:index>`,1.5.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0
+      `Tensile <https://github.com/ROCm/Tensile>`_,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.39.0,4.39.0
+      ,,,,,,,,,,
+      PRIMITIVES,.. _primitivelibs-support-compatibility-matrix-past-60:,,,,,,,,,
+      :doc:`hipCUB <hipcub:index>`,3.2.1,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`hipTensor <hiptensor:index>`,1.3.0,1.3.0,1.3.0,1.3.0,1.2.0,1.2.0,1.2.0,1.2.0,1.1.0,1.1.0
+      :doc:`rocPRIM <rocprim:index>`,3.2.2,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`rocThrust <rocthrust:index>`,3.1.1,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
+      ,,,,,,,,,,
+      SUPPORT LIBS,,,,,,,,,,
+      `hipother <https://github.com/ROCm/hipother>`_,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.4,6.2.2,6.2.1,6.2.0,6.1.5,6.1.2,6.1.1,6.1.0,6.0.2,6.0.0
+      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.5.7,20240607.5.7,20240607.4.05,20240607.1.4246,20240125.5.08,20240125.5.08,20240125.5.08,20240125.3.30,20231016.2.245,20231016.2.245
+      ,,,,,,,,,,
+      SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix-past-60:,,,,,,,,,
+      :doc:`AMD SMI <amdsmi:index>`,24.6.3,24.6.3,24.6.3,24.6.2,24.5.1,24.5.1,24.5.1,24.4.1,23.4.2,23.4.2
+      :doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0
+      :doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      :doc:`ROCm SMI <rocm_smi_lib:index>`,7.3.0,7.3.0,7.3.0,7.3.0,7.2.0,7.2.0,7.0.0,7.0.0,6.0.2,6.0.0
+      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.2.4,rocm-6.2.2,rocm-6.2.1,rocm-6.2.0,rocm-6.1.5,rocm-6.1.2,rocm-6.1.1,rocm-6.1.0,rocm-6.0.2,rocm-6.0.0
+      ,,,,,,,,,,
+      PERFORMANCE TOOLS,,,,,,,,,,
+      :doc:`Omniperf <omniperf:index>`,2.0.1,2.0.1,2.0.1,2.0.1,N/A,N/A,N/A,N/A,N/A,N/A
+      :doc:`Omnitrace <omnitrace:index>`,1.11.2,1.11.2,1.11.2,1.11.2,N/A,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0
+      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60204,2.0.60202,2.0.60201,2.0.60200,2.0.60105,2.0.60102,2.0.60101,2.0.60100,2.0.60002,2.0.60000
+      :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.4.0,0.4.0,0.4.0,0.4.0,N/A,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCTracer <roctracer:index>`,4.1.60204,4.1.60202,4.1.60201,4.1.60200,4.1.60105,4.1.60102,4.1.60101,4.1.60100,4.1.60002,4.1.60000
+      ,,,,,,,,,,
+      DEVELOPMENT TOOLS,,,,,,,,,,
+      :doc:`HIPIFY <hipify:index>`,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:`ROCm CMake <rocmcmakebuildtools:index>`,0.13.0,0.13.0,0.13.0,0.13.0,0.12.0,0.12.0,0.12.0,0.12.0,0.11.0,0.11.0
+      :doc:`ROCdbgapi <rocdbgapi:index>`,0.76.0,0.76.0,0.76.0,0.76.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0
+      :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,14.2.0,14.2.0,14.2.0,14.2.0,14.1.0,14.1.0,14.1.0,14.1.0,13.2.0,13.2.0
+      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0,0.4.0,0.3.0,0.3.0,0.3.0,0.3.0,N/A,N/A
+      :doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3
+      ,,,,,,,,,,
+      COMPILERS,.. _compilers-support-compatibility-matrix-past-60:,,,,,,,,,
+      `clang-ocl <https://github.com/ROCm/clang-ocl>`_,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>`,1.1.1,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      `Flang <https://github.com/ROCm/flang>`_,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>`,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>`_,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>`,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+      :doc:`HIP <hip:index>`,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
+      `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0
+      :doc:`ROCR-Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.14.0,1.13.0,1.13.0,1.13.0,1.13.0,1.13.0,1.12.0,1.12.0

docs/compatibility/compatibility-matrix.rst

@@ -18,11 +18,11 @@ Accelerators and GPUs listed in the following table support compute workloads (n
 
 .. container:: format-big-table
 
-  .. csv-table:: 
-      :header: "ROCm Version", "6.2.2", "6.2.1", "6.1.0"
+  .. csv-table::
+      :header: "ROCm Version", "6.2.4", "6.2.2", "6.1.0"
       :stub-columns: 1
 
-      :ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04
+      :ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",
       ,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 22.04.3"
       ,,,"Ubuntu 20.04.6, 20.04.5"
       ,"RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4 [#red-hat94]_, 9.3, 9.2"
@@ -39,13 +39,13 @@ Accelerators and GPUs listed in the following table support compute workloads (n
       ,.. _gpu-support-compatibility-matrix:,,
       :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100,gfx1100
       ,gfx1030,gfx1030,gfx1030
-      ,gfx942 [#mi300_622]_,gfx942 [#mi300_621]_, gfx942 [#mi300_610]_
+      ,gfx942 [#mi300_624]_,gfx942 [#mi300_622]_, gfx942 [#mi300_610]_
       ,gfx90a,gfx90a,gfx90a
       ,gfx908,gfx908,gfx908
       ,,,
       FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix:,,
       :doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13"
-      :doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15, 2.14, 2.13"
+      :doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1"
       :doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26
       `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3
       ,,,
@@ -77,49 +77,49 @@ Accelerators and GPUs listed in the following table support compute workloads (n
       `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0
       :doc:`hipBLAS <hipblas:index>`,2.2.0,2.2.0,2.1.0
       :doc:`hipBLASLt <hipblaslt:index>`,0.8.0,0.8.0,0.7.0
-      :doc:`hipFFT <hipfft:index>`,1.0.15,1.0.15,1.0.14
+      :doc:`hipFFT <hipfft:index>`,1.0.16,1.0.15,1.0.14
       :doc:`hipFORT <hipfort:index>`,0.4.0,0.4.0,0.4.0
-      :doc:`hipRAND <hiprand:index>`,2.11.0,2.11.0,2.10.16
+      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.10.16
       :doc:`hipSOLVER <hipsolver:index>`,2.2.0,2.2.0,2.1.0
       :doc:`hipSPARSE <hipsparse:index>`,3.1.1,3.1.1,3.0.1
       :doc:`hipSPARSELt <hipsparselt:index>`,0.2.1,0.2.1,0.1.0
-      :doc:`rocALUTION <rocalution:index>`,3.2.0,3.2.0,3.1.1
-      :doc:`rocBLAS <rocblas:index>`,4.2.1,4.2.1,4.1.0
-      :doc:`rocFFT <rocfft:index>`,1.0.29,1.0.29,1.0.26
-      :doc:`rocRAND <rocrand:index>`,3.1.0,3.1.0,3.0.1
-      :doc:`rocSOLVER <rocsolver:index>`,3.26.0,3.26.0,3.25.0
-      :doc:`rocSPARSE <rocsparse:index>`,3.2.0,3.2.0,3.1.2
+      :doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.0,3.1.1
+      :doc:`rocBLAS <rocblas:index>`,4.2.4,4.2.1,4.1.0
+      :doc:`rocFFT <rocfft:index>`,1.0.30,1.0.29,1.0.26
+      :doc:`rocRAND <rocrand:index>`,3.1.1,3.1.0,3.0.1
+      :doc:`rocSOLVER <rocsolver:index>`,3.26.2,3.26.0,3.25.0
+      :doc:`rocSPARSE <rocsparse:index>`,3.2.1,3.2.0,3.1.2
       :doc:`rocWMMA <rocwmma:index>`,1.5.0,1.5.0,1.4.0
       `Tensile <https://github.com/ROCm/Tensile>`_,4.40.0,4.40.0,4.40.0
       ,,,
       PRIMITIVES,.. _primitivelibs-support-compatibility-matrix:,,
-      :doc:`hipCUB <hipcub:index>`,3.2.0,3.2.0,3.1.0
+      :doc:`hipCUB <hipcub:index>`,3.2.1,3.2.0,3.1.0
       :doc:`hipTensor <hiptensor:index>`,1.3.0,1.3.0,1.2.0
-      :doc:`rocPRIM <rocprim:index>`,3.2.0,3.2.0,3.1.0
-      :doc:`rocThrust <rocthrust:index>`,3.1.0,3.1.0,3.0.1
+      :doc:`rocPRIM <rocprim:index>`,3.2.2,3.2.0,3.1.0
+      :doc:`rocThrust <rocthrust:index>`,3.1.1,3.1.0,3.0.1
       ,,,
       SUPPORT LIBS,,,
       `hipother <https://github.com/ROCm/hipother>`_,6.2.41134,6.2.41134,6.1.40091
-      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.2,6.2.1,6.1.0
-      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.4.05,20240607.4.05,20240125.3.30
+      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.4,6.2.2,6.1.0
+      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.5.7,20240607.5.7,20240125.3.30
       ,,,
       SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix:,,
       :doc:`AMD SMI <amdsmi:index>`,24.6.3,24.6.3,24.4.1
-      :doc:`ROCm Data Center Tool <rdc:index>`,1.0.0,1.0.0,0.3.0
+      :doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0,0.3.0
       :doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0
       :doc:`ROCm SMI <rocm_smi_lib:index>`,7.3.0,7.3.0,7.0.0
-      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.2.2,rocm-6.2.1,rocm-6.1.0
+      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.2.4,rocm-6.2.2,rocm-6.1.0
       ,,,
       PERFORMANCE TOOLS,,,
       :doc:`Omniperf <omniperf:index>`,2.0.1,2.0.1,N/A
       :doc:`Omnitrace <omnitrace:index>`,1.11.2,1.11.2,N/A
       :doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0
-      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60202,2.0.60201,2.0.60100
+      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60204,2.0.60202,2.0.60100
       :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.4.0,0.4.0,N/A
-      :doc:`ROCTracer <roctracer:index>`,4.1.60202,4.1.60201,4.1.60100
+      :doc:`ROCTracer <roctracer:index>`,4.1.60204,4.1.60202,4.1.60100
       ,,,
       DEVELOPMENT TOOLS,,,
-      :doc:`HIPIFY <hipify:index>`,18.0.0.24355,18.0.0.24355,17.0.0.24103
+      :doc:`HIPIFY <hipify:index>`,18.0.0.24392,18.0.0.24355,17.0.0.24103
       :doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.13.0,0.13.0,0.12.0
       :doc:`ROCdbgapi <rocdbgapi:index>`,0.76.0,0.76.0,0.71.0
       :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,14.2.0,14.2.0,14.1.0
@@ -129,9 +129,9 @@ Accelerators and GPUs listed in the following table support compute workloads (n
       COMPILERS,.. _compilers-support-compatibility-matrix:,,
       `clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,0.5.0
       :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.0.0
-      `Flang <https://github.com/ROCm/flang>`_,18.0.0.24355,18.0.0.24355,17.0.0.24103
-      :doc:`llvm-project <llvm-project:index>`,18.0.0.24355,18.0.0.24355,17.0.0.24103
-      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24355,18.0.0.24355,17.0.0.24103
+      `Flang <https://github.com/ROCm/flang>`_,18.0.0.24392,18.0.0.24355,17.0.0.24103
+      :doc:`llvm-project <llvm-project:index>`,18.0.0.24392,18.0.0.24355,17.0.0.24103
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24392,18.0.0.24355,17.0.0.24103
       ,,,
       RUNTIMES,.. _runtime-support-compatibility-matrix:,,
       :doc:`AMD CLR <hip:understand/amd_clr>`,6.2.41134,6.2.41134,6.1.40091
@@ -144,10 +144,10 @@ Accelerators and GPUs listed in the following table support compute workloads (n
 
 .. [#red-hat94] RHEL 9.4 is supported only on AMD Instinct MI300A.
 .. [#oracle89] Oracle Linux is supported only on AMD Instinct MI300X.
+.. [#mi300_624] **For ROCm 6.2.4** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
 .. [#mi300_622] **For ROCm 6.2.2** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
-.. [#mi300_621] **For ROCm 6.2.1** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
 .. [#mi300_610] **For ROCm 6.1.0** - MI300A (gfx942) is supported on Ubuntu 22.04.4, RHEL 9.4, RHEL 9.3, RHEL 8.9, and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.4.
-.. [#kfd_support] ROCm provides forward and backward compatibility between the Kernel Fusion Driver (KFD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
+.. [#kfd_support] ROCm provides forward and backward compatibility between the Kernel Fusion Driver (KFD) and its user space software for +/- 2 releases. The tested user space versions on this page were accurate as of the time of initial ROCm release. For the most up-to-date information, see the latest version of this information at `User and kernel-space support matrix <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/user-kernel-space-compat-matrix.html>`_.
 
 
 .. _OS-kernel-versions:
@@ -216,6 +216,7 @@ Expand for full historical view of:
 
    .. [#red-hat94-past-60] RHEL 9.4 is supported only on AMD Instinct MI300A.
    .. [#oracle89-past-60] Oracle Linux is supported only on AMD Instinct MI300X.
+   .. [#mi300_624-past-60] **For ROCm 6.2.4** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#mi300_622-past-60] **For ROCm 6.2.2** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#mi300_621-past-60] **For ROCm 6.2.1** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#mi300_620-past-60] **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].
@@ -224,4 +225,4 @@ Expand for full historical view of:
    .. [#mi300_610-past-60] **For ROCm 6.1.0** - MI300A (gfx942) is supported on Ubuntu 22.04.4, RHEL 9.4, RHEL 9.3, RHEL 8.9, and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.4.
    .. [#mi300_602-past-60] **For ROCm 6.0.2** - 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.
    .. [#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] ROCm provides forward and backward compatibility between the Kernel Fusion Driver (KFD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
+   .. [#kfd_support-past-60] ROCm provides forward and backward compatibility between the Kernel Fusion Driver (KFD) and its user space software for +/- 2 releases. The tested user space versions on this page were accurate as of the time of initial ROCm release. For the most up-to-date information, see the latest version of this information at `User and kernel-space support matrix <https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/user-kernel-space-compat-matrix.html>`_.

docs/conceptual/oversubscription.rst

@@ -0,0 +1,34 @@
+.. meta::
+   :description: Learn what causes oversubscription.
+   :keywords: warning, log, gpu, performance penalty, help
+
+*******************************************************************
+Oversubscription of hardware resources in AMD Instinct accelerators
+*******************************************************************
+
+When an AMD Instinct™ MI series accelerator enters an oversubscribed state, the ``amdgpu`` driver outputs the following
+message.
+
+``amdgpu: Runlist is getting oversubscribed. Expect reduced ROCm performance.``
+
+Oversubscription occurs when application demands exceed the available hardware resources. In an oversubscribed
+state, the hardware scheduler tries to manage resource usage in a round-robin fashion. However,
+this can result in reduced performance, as resources might be occupied by applications or queues not actively
+submitting work. The granularity of hardware resources occupied by an inactive queue can be in the order of
+milliseconds, during which the accelerator or GPU is effectively blocked and unable to process work submitted by other
+queues.
+
+What triggers oversubscription?
+===============================
+
+The system enters an oversubscribed state when one of the following conditions is met:
+
+* **Hardware queue limit exceeded**: The number of user-mode compute queues requested by applications exceeds the
+  hardware limit of 24 queues for current Instinct accelerators.
+
+* **Virtual memory context slots exceeded**: The number of user processes exceeds the number of available virtual memory
+  context slots, which is 11 for current Instinct accelerators.
+
+* **Multiple processes using cooperative workgroups**: More than one process attempts to use the cooperative workgroup
+  feature, leading to resource contention.
+

docs/conf.py

@@ -30,15 +30,15 @@ if os.environ.get("READTHEDOCS", "") == "True":
 project = "ROCm Documentation"
 author = "Advanced Micro Devices, Inc."
 copyright = "Copyright (c) 2024 Advanced Micro Devices, Inc. All rights reserved."
-version = "6.2.2"
-release = "6.2.2"
+version = "6.2.4"
+release = "6.2.4"
 setting_all_article_info = True
 all_article_info_os = ["linux", "windows"]
 all_article_info_author = ""
 
 # pages with specific settings
 article_pages = [
-    {"file": "about/release-notes", "os": ["linux", "windows"], "date": "2024-09-27"},
+    {"file": "about/release-notes", "os": ["linux", "windows"], "date": "2024-11-06"},
     {"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"]},
@@ -81,6 +81,7 @@ article_pages = [
         "file": "how-to/llm-fine-tuning-optimization/profiling-and-debugging",
         "os": ["linux"],
     },
+    {"file": "how-to/performance-validation/mi300x/vllm-benchmark", "os": ["linux"]},
     {"file": "how-to/system-optimization/index", "os": ["linux"]},
     {"file": "how-to/system-optimization/mi300x", "os": ["linux"]},
     {"file": "how-to/system-optimization/mi200", "os": ["linux"]},

docs/contribute/building.md

@@ -0,0 +1,150 @@
+<head>
+  <meta charset="UTF-8">
+  <meta name="description" content="Building ROCm documentation">
+  <meta name="keywords" content="documentation, Visual Studio Code, GitHub, command line,
+  AMD, ROCm">
+</head>
+
+# Building documentation
+
+## GitHub
+
+If you open a pull request and scroll down to the summary panel,
+there is a commit status section. Next to the line
+`docs/readthedocs.com:advanced-micro-devices-demo`, there is a `Details` link.
+If you click this, it takes you to the Read the Docs build for your pull request.
+
+![GitHub PR commit status](../data/contribute/commit-status.png)
+
+If you don't see this line, click `Show all checks` to get an itemized view.
+
+## Command line
+
+You can build our documentation via the command line using Python.
+
+See the `build.tools.python` setting in the [Read the Docs configuration file](https://github.com/ROCm/ROCm/blob/develop/.readthedocs.yaml) for the Python version used by Read the Docs to build documentation.
+
+See the [Python requirements file](https://github.com/ROCm/ROCm/blob/develop/docs/sphinx/requirements.txt) for Python packages needed to build the documentation.
+
+Use the Python Virtual Environment (`venv`) and run the following commands from the project root:
+
+```sh
+python3 -mvenv .venv
+
+.venv/bin/python     -m pip install -r docs/sphinx/requirements.txt
+.venv/bin/python     -m sphinx -T -E -b html -d _build/doctrees -D language=en docs _build/html
+```
+
+Navigate to `_build/html/index.html` and open this file in a web browser.
+
+## Visual Studio Code
+
+With the help of a few extensions, you can create a productive environment to author and test
+documentation locally using Visual Studio (VS) Code. Follow these steps to configure VS Code:
+
+1. Install the required extensions:
+
+   * Python: `(ms-python.python)`
+   * Live Server: `(ritwickdey.LiveServer)`
+
+2. Add the following entries to `.vscode/settings.json`.
+
+    ```json
+      {
+        "liveServer.settings.root": "/.vscode/build/html",
+        "liveServer.settings.wait": 1000,
+        "python.terminal.activateEnvInCurrentTerminal": true
+      }
+    ```
+
+    * `liveServer.settings.root`: Sets the root of the output website for live previews. Must be changed
+      alongside the `tasks.json` command.
+    * `liveServer.settings.wait`: Tells the live server to wait with the update in order to give Sphinx time to
+      regenerate the site contents and not refresh before the build is complete.
+    * `python.terminal.activateEnvInCurrentTerminal`: Activates the automatic virtual environment, so you
+      can build the site from the integrated terminal.
+
+3. Add the following tasks to `.vscode/tasks.json`.
+
+    ```json
+      {
+        "version": "2.0.0",
+        "tasks": [
+          {
+            "label": "Build Docs",
+            "type": "process",
+            "windows": {
+              "command": "${workspaceFolder}/.venv/Scripts/python.exe"
+            },
+            "command": "${workspaceFolder}/.venv/bin/python3",
+            "args": [
+              "-m",
+              "sphinx",
+              "-j",
+              "auto",
+              "-T",
+              "-b",
+              "html",
+              "-d",
+              "${workspaceFolder}/.vscode/build/doctrees",
+              "-D",
+              "language=en",
+              "${workspaceFolder}/docs",
+              "${workspaceFolder}/.vscode/build/html"
+            ],
+            "problemMatcher": [
+              {
+                "owner": "sphinx",
+                "fileLocation": "absolute",
+                "pattern": {
+                  "regexp": "^(?:.*\\.{3}\\s+)?(\\/[^:]*|[a-zA-Z]:\\\\[^:]*):(\\d+):\\s+(WARNING|ERROR):\\s+(.*)$",
+                  "file": 1,
+                  "line": 2,
+                  "severity": 3,
+                  "message": 4
+                }
+              },
+              {
+              "owner": "sphinx",
+                "fileLocation": "absolute",
+                "pattern": {
+                  "regexp": "^(?:.*\\.{3}\\s+)?(\\/[^:]*|[a-zA-Z]:\\\\[^:]*):{1,2}\\s+(WARNING|ERROR):\\s+(.*)$",
+                  "file": 1,
+                  "severity": 2,
+                  "message": 3
+                }
+              }
+            ],
+            "group": {
+              "kind": "build",
+              "isDefault": true
+            }
+          }
+        ]
+      }
+    ```
+
+    > Implementation detail: two problem matchers were needed to be defined,
+    > because VS Code doesn't tolerate some problem information being potentially
+    > absent. While a single regex could match all types of errors, if a capture
+    > group remains empty (the line number doesn't show up in all warning/error
+    > messages) but the `pattern` references said empty capture group, VS Code
+    > discards the message completely.
+
+4. Configure the Python virtual environment (`venv`).
+
+    From the Command Palette, run `Python: Create Environment`. Select `venv` environment and
+    `docs/sphinx/requirements.txt`.
+
+5. Build the docs.
+
+    Launch the default build task using one of the following options:
+
+    * A hotkey (the default is `Ctrl+Shift+B`)
+    * Issuing the `Tasks: Run Build Task` from the Command Palette
+
+6. Open the live preview.
+
+    Navigate to the site output within VS Code: right-click on `.vscode/build/html/index.html` and
+    select `Open with Live Server`. The contents should update on every rebuild without having to
+    refresh the browser.

docs/how-to/llm-fine-tuning-optimization/llm-inference-frameworks.rst

@@ -16,7 +16,7 @@ This section discusses how to implement `vLLM <https://docs.vllm.ai/en/latest>`_
 vLLM inference
 ==============
 
-vLLM is renowned for its paged attention algorithm that can reduce memory consumption and increase throughput thanks to
+vLLM is renowned for its PagedAttention algorithm that can reduce memory consumption and increase throughput thanks to
 its paging scheme. Instead of allocating GPU high-bandwidth memory (HBM) for the maximum output token lengths of the
 models, the paged attention of vLLM allocates GPU HBM dynamically for its actual decoding lengths. This paged attention
 is also effective when multiple requests share the same key and value contents for a large value of beam search or
@@ -139,9 +139,7 @@ Refer to :ref:`mi300x-vllm-optimization` for performance optimization tips.
 
 ROCm provides a prebuilt optimized Docker image for validating the performance of LLM inference with vLLM 
 on the MI300X accelerator. The Docker image includes ROCm, vLLM, PyTorch, and tuning files in the CSV 
-format. For more information, see the guide to 
-`LLM inference performance validation with vLLM on the AMD Instinct™ MI300X accelerator <https://github.com/ROCm/MAD/blob/develop/benchmark/vllm/README.md>`_ 
-on the ROCm GitHub repository.
+format. For more information, see :doc:`/how-to/performance-validation/mi300x/vllm-benchmark`.
 
 .. _fine-tuning-llms-tgi:
 

docs/how-to/llm-fine-tuning-optimization/model-quantization.rst

@@ -181,7 +181,7 @@ Installing bitsandbytes
       # Clone the github repo
       git clone --recurse https://github.com/ROCm/bitsandbytes.git
       cd bitsandbytes
-      git checkout rocm_enabled
+      git checkout rocm_enabled_multi_backend
 
       # Install dependencies 
       pip install -r requirements-dev.txt

docs/how-to/llm-fine-tuning-optimization/single-gpu-fine-tuning-and-inference.rst

@@ -91,7 +91,7 @@ Setting up the base implementation environment
       # Use -DBNB_ROCM_ARCH to target a specific GPU architecture.
       git clone --recurse https://github.com/ROCm/bitsandbytes.git
       cd bitsandbytes
-      git checkout rocm_enabled
+      git checkout rocm_enabled_multi_backend
       pip install -r requirements-dev.txt
       cmake -DBNB_ROCM_ARCH="gfx942" -DCOMPUTE_BACKEND=hip -S .
       python setup.py install

docs/how-to/performance-validation/mi300x/vllm-benchmark.rst

@@ -0,0 +1,407 @@
+.. meta::
+   :description: Learn how to validate LLM inference performance on MI300X accelerators using AMD MAD and the unified
+                 ROCm Docker image.
+   :keywords: model, MAD, automation, dashboarding, validate
+
+***********************************************************
+LLM inference performance validation on AMD Instinct MI300X
+***********************************************************
+
+.. _vllm-benchmark-unified-docker:
+
+The `ROCm vLLM Docker <https://hub.docker.com/r/rocm/vllm/tags>`_ image offers
+a prebuilt, optimized environment designed for validating large language model
+(LLM) inference performance on the AMD Instinct™ MI300X accelerator. This
+ROCm vLLM Docker image integrates vLLM and PyTorch tailored specifically for the
+MI300X accelerator and includes the following components:
+
+* `ROCm 6.2.1 <https://github.com/ROCm/ROCm>`_
+
+* `vLLM 0.6.4 <https://docs.vllm.ai/en/latest>`_
+
+* `PyTorch 2.5.0 <https://github.com/pytorch/pytorch>`_
+
+* Tuning files (in CSV format)
+
+With this Docker image, you can quickly validate the expected inference
+performance numbers on the MI300X accelerator. This topic also provides tips on
+optimizing performance with popular AI models.
+
+.. hlist::
+   :columns: 6
+
+   * Llama 3.1 8B
+
+   * Llama 3.1 70B
+
+   * Llama 3.1 405B
+
+   * Llama 2 7B
+
+   * Llama 2 70B
+
+   * Mixtral 8x7B
+
+   * Mixtral 8x22B
+
+   * Mixtral 7B
+
+   * Qwen2 7B
+
+   * Qwen2 72B
+
+   * JAIS 13B
+
+   * JAIS 30B
+
+.. _vllm-benchmark-vllm:
+
+.. note::
+
+   vLLM is a toolkit and library for LLM inference and serving. AMD implements
+   high-performance custom kernels and modules in vLLM to enhance performance.
+   See :ref:`fine-tuning-llms-vllm` and :ref:`mi300x-vllm-optimization` for
+   more information.
+
+Getting started
+===============
+
+Use the following procedures to reproduce the benchmark results on an
+MI300X accelerator with the prebuilt vLLM Docker image.
+
+.. _vllm-benchmark-get-started:
+
+1. Disable NUMA auto-balancing.
+
+   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>`.
+
+   .. code-block:: shell
+
+      # 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
+
+2. Download the :ref:`ROCm vLLM Docker image <vllm-benchmark-unified-docker>`.
+
+   Use the following command to pull the Docker image from Docker Hub.
+
+   .. code-block:: shell
+
+      docker pull rocm/vllm:rocm6.2_mi300_ubuntu20.04_py3.9_vllm_0.6.4
+
+Once setup is complete, you can choose between two options to reproduce the
+benchmark results:
+
+-  :ref:`MAD-integrated benchmarking <vllm-benchmark-mad>`
+
+-  :ref:`Standalone benchmarking <vllm-benchmark-standalone>`
+
+.. _vllm-benchmark-mad:
+
+MAD-integrated benchmarking
+===========================
+
+Clone the ROCm Model Automation and Dashboarding (`<https://github.com/ROCm/MAD>`__) repository to a local
+directory and install the required packages on the host machine.
+
+.. code-block:: shell
+
+   git clone https://github.com/ROCm/MAD
+   cd MAD
+   pip install -r requirements.txt
+
+Use this command to run a performance benchmark test of the Llama 3.1 8B model
+on one GPU with ``float16`` data type in the host machine.
+
+.. code-block:: shell
+
+   export MAD_SECRETS_HFTOKEN="your personal Hugging Face token to access gated models"
+   python3 tools/run_models.py --tags pyt_vllm_llama-3.1-8b --keep-model-dir --live-output --timeout 28800
+
+ROCm MAD launches a Docker container with the name
+``container_ci-pyt_vllm_llama-3.1-8b``. The latency and throughput reports of the
+model are collected in the following path: ``~/MAD/reports_float16/``.
+
+Although the following models are preconfigured to collect latency and
+throughput performance data, you can also change the benchmarking parameters.
+Refer to the :ref:`Standalone benchmarking <vllm-benchmark-standalone>` section.
+
+Available models
+----------------
+
+.. hlist::
+   :columns: 3
+
+   * ``pyt_vllm_llama-3.1-8b``
+
+   * ``pyt_vllm_llama-3.1-70b``
+
+   * ``pyt_vllm_llama-3.1-405b``
+
+   * ``pyt_vllm_llama-2-7b``
+
+   * ``pyt_vllm_llama-2-70b``
+
+   * ``pyt_vllm_mixtral-8x7b``
+
+   * ``pyt_vllm_mixtral-8x22b``
+
+   * ``pyt_vllm_mistral-7b``
+
+   * ``pyt_vllm_qwen2-7b``
+
+   * ``pyt_vllm_qwen2-72b``
+
+   * ``pyt_vllm_jais-13b``
+
+   * ``pyt_vllm_jais-30b``
+
+   * ``pyt_vllm_llama-3.1-8b_fp8``
+
+   * ``pyt_vllm_llama-3.1-70b_fp8``
+
+   * ``pyt_vllm_llama-3.1-405b_fp8``
+
+   * ``pyt_vllm_mixtral-8x7b_fp8``
+
+   * ``pyt_vllm_mixtral-8x22b_fp8``
+
+.. _vllm-benchmark-standalone:
+
+Standalone benchmarking
+=======================
+
+You can run the vLLM benchmark tool independently by starting the
+:ref:`Docker container <vllm-benchmark-get-started>` as shown in the following
+snippet.
+
+.. code-block::
+
+   docker pull rocm/vllm:rocm6.2_mi300_ubuntu20.04_py3.9_vllm_0.6.4
+   docker run -it --device=/dev/kfd --device=/dev/dri --group-add video --shm-size 128G --security-opt seccomp=unconfined --security-opt apparmor=unconfined --cap-add=SYS_PTRACE -v $(pwd):/workspace --env HUGGINGFACE_HUB_CACHE=/workspace --name vllm_v0.6.4 rocm/vllm:rocm6.2_mi300_ubuntu20.04_py3.9_vllm_0.6.4
+
+In the Docker container, clone the ROCm MAD repository and navigate to the
+benchmark scripts directory at ``~/MAD/scripts/vllm``.
+
+.. code-block::
+
+   git clone https://github.com/ROCm/MAD
+   cd MAD/scripts/vllm
+
+Command
+-------
+
+To start the benchmark, use the following command with the appropriate options.
+See :ref:`Options <vllm-benchmark-standalone-options>` for the list of
+options and their descriptions.
+
+.. code-block:: shell
+
+   ./vllm_benchmark_report.sh -s $test_option -m $model_repo -g $num_gpu -d $datatype
+
+See the :ref:`examples <vllm-benchmark-run-benchmark>` for more information.
+
+.. note::
+
+   The input sequence length, output sequence length, and tensor parallel (TP) are
+   already configured. You don't need to specify them with this script.
+
+.. note::
+
+   If you encounter the following error, pass your access-authorized Hugging
+   Face token to the gated models.
+
+   .. code-block:: shell
+
+      OSError: You are trying to access a gated repo.
+
+      # pass your HF_TOKEN
+      export HF_TOKEN=$your_personal_hf_token
+
+.. _vllm-benchmark-standalone-options:
+
+Options
+-------
+
+.. list-table::
+   :header-rows: 1
+   :align: center
+
+   * - Name
+     - Options
+     - Description
+
+   * - ``$test_option``
+     - latency
+     - Measure decoding token latency
+
+   * -
+     - throughput
+     - Measure token generation throughput
+
+   * -
+     - all
+     - Measure both throughput and latency
+
+   * - ``$model_repo``
+     - ``meta-llama/Meta-Llama-3.1-8B-Instruct``
+     - Llama 3.1 8B
+
+   * - (``float16``)
+     - ``meta-llama/Meta-Llama-3.1-70B-Instruct``
+     - Llama 3.1 70B
+
+   * -
+     - ``meta-llama/Meta-Llama-3.1-405B-Instruct``
+     - Llama 3.1 405B
+
+   * -
+     - ``meta-llama/Llama-2-7b-chat-hf``
+     - Llama 2 7B
+
+   * -
+     - ``meta-llama/Llama-2-70b-chat-hf``
+     - Llama 2 70B
+
+   * -
+     - ``mistralai/Mixtral-8x7B-Instruct-v0.1``
+     - Mixtral 8x7B
+
+   * -
+     - ``mistralai/Mixtral-8x22B-Instruct-v0.1``
+     - Mixtral 8x22B
+
+   * -
+     - ``mistralai/Mistral-7B-Instruct-v0.3``
+     - Mixtral 7B
+
+   * -
+     - ``Qwen/Qwen2-7B-Instruct``
+     - Qwen2 7B
+
+   * -
+     - ``Qwen/Qwen2-72B-Instruct``
+     - Qwen2 72B
+
+   * -
+     - ``core42/jais-13b-chat``
+     - JAIS 13B
+
+   * -
+     - ``core42/jais-30b-chat-v3``
+     - JAIS 30B
+
+   * - ``$model_repo``
+     - ``amd/Meta-Llama-3.1-8B-Instruct-FP8-KV``
+     - Llama 3.1 8B
+
+   * - (``float8``)
+     - ``amd/Meta-Llama-3.1-70B-Instruct-FP8-KV``
+     - Llama 3.1 70B
+
+   * -
+     - ``amd/Meta-Llama-3.1-405B-Instruct-FP8-KV``
+     - Llama 3.1 405B
+
+   * -
+     - ``amd/Mixtral-8x7B-Instruct-v0.1-FP8-KV``
+     - Mixtral 8x7B
+
+   * -
+     - ``amd/Mixtral-8x22B-Instruct-v0.1-FP8-KV``
+     - Mixtral 8x22B
+
+   * - ``$num_gpu``
+     - 1 or 8
+     - Number of GPUs
+
+   * - ``$datatype``
+     - ``float16`` or ``float8``
+     - Data type
+
+.. _vllm-benchmark-run-benchmark:
+
+Running the benchmark on the MI300X accelerator
+-----------------------------------------------
+
+Here are some examples of running the benchmark with various options.
+See :ref:`Options <vllm-benchmark-standalone-options>` for the list of
+options and their descriptions.
+
+Example 1: latency benchmark
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+ 
+Use this command to benchmark the latency of the Llama 3.1 8B model on one GPU with the ``float16`` and ``float8`` data types.
+
+.. code-block::
+
+   ./vllm_benchmark_report.sh -s latency -m meta-llama/Meta-Llama-3.1-8B-Instruct -g 1 -d float16
+   ./vllm_benchmark_report.sh -s latency -m amd/Meta-Llama-3.1-8B-Instruct-FP8-KV -g 1 -d float8
+
+Find the latency reports at:
+
+- ``./reports_float16/summary/Meta-Llama-3.1-8B-Instruct_latency_report.csv``
+
+- ``./reports_float8/summary/Meta-Llama-3.1-8B-Instruct-FP8-KV_latency_report.csv``
+
+Example 2: throughput benchmark
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+Use this command to benchmark the throughput of the Llama 3.1 8B model on one GPU with the ``float16`` and ``float8`` data types.
+
+.. code-block:: shell
+
+   ./vllm_benchmark_report.sh -s throughput -m meta-llama/Meta-Llama-3.1-8B-Instruct -g 1 -d float16
+   ./vllm_benchmark_report.sh -s throughput -m amd/Meta-Llama-3.1-8B-Instruct-FP8-KV -g 1 -d float8
+
+Find the throughput reports at:
+
+- ``./reports_float16/summary/Meta-Llama-3.1-8B-Instruct_throughput_report.csv``
+
+- ``./reports_float8/summary/Meta-Llama-3.1-8B-Instruct-FP8-KV_throughput_report.csv``
+
+.. raw:: html
+
+   <style>
+   mjx-container[jax="CHTML"][display="true"] {
+       text-align: left;
+       margin: 0;
+   }
+   </style>
+
+.. note::
+
+   Throughput is calculated as:
+
+   - .. math:: throughput\_tot = requests \times (\mathsf{\text{input lengths}} + \mathsf{\text{output lengths}}) / elapsed\_time
+
+   - .. math:: throughput\_gen = requests \times \mathsf{\text{output lengths}} / elapsed\_time
+
+Further reading
+===============
+
+- For application performance optimization strategies for HPC and AI workloads,
+  including inference with vLLM, see :doc:`/how-to/tuning-guides/mi300x/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 :doc:`/how-to/system-optimization/mi300x`.
+
+- To learn how to run LLM models from Hugging Face or your own model, see
+  :doc:`Using ROCm for AI </how-to/rocm-for-ai/index>`.
+
+- To learn how to optimize inference on LLMs, see
+  :doc:`Fine-tuning LLMs and inference optimization </how-to/llm-fine-tuning-optimization/index>`.
+
+- For a list of other ready-made Docker images for ROCm, see the
+  :doc:`Docker image support matrix <rocm-install-on-linux:reference/docker-image-support-matrix>`.
+
+- To compare with the previous version of the ROCm vLLM Docker image for performance validation, refer to
+  `LLM inference performance validation on AMD Instinct MI300X (ROCm 6.2.0) <https://rocm.docs.amd.com/en/docs-6.2.0/how-to/performance-validation/mi300x/vllm-benchmark.html>`_.
+

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

@@ -115,6 +115,12 @@ Ubuntu versions.
           for non-destructive testing or for ocean acoustics.
 
       * - Molecular dynamics
+        - `Amber <https://github.com/amd/InfinityHub-CI/tree/main/amber>`_
+        - Amber is a suite of biomolecular simulation programs. It is a set of molecular mechanical force fields for 
+          simulating biomolecules. Amber is also a package of molecular simulation 
+          programs which includes source code and demos.
+
+      * - 
         - `GROMACS with HIP (AMD implementation) <https://github.com/amd/InfinityHub-CI/tree/main/gromacs>`_
         - GROMACS is a versatile package to perform molecular dynamics, i.e.
           simulate the Newtonian equations of motion for systems with hundreds
@@ -129,6 +135,13 @@ Ubuntu versions.
           Parallel Simulator.
 
       * - Computational fluid dynamics
+        - `Ansys Fluent <https://github.com/amd/InfinityHub-CI/tree/main/ansys-fluent>`_
+        - Ansys Fluent is an advanced computational fluid dynamics (CFD) tool for 
+          simulating and analyzing fluid flow, heat transfer, and related phenomena in complex systems. 
+          It offers a range of powerful features for detailed and accurate modeling of various physical 
+          processes, including turbulence, chemical reactions, and multiphase flows.
+
+      * -
         - `NEKO <https://github.com/amd/InfinityHub-CI/tree/main/neko>`_
         - Neko is a portable framework for high-order spectral element flow simulations.
           Written in modern Fortran, Neko adopts an object-oriented approach, allowing
@@ -141,6 +154,26 @@ Ubuntu versions.
         - nekRS is an open-source Navier Stokes solver based on the spectral element
           method targeting classical processors and accelerators like GPUs. 
 
+      * -
+        - `OpenFOAM <https://github.com/amd/InfinityHub-CI/tree/main/openfoam>`_
+        - OpenFOAM is a free, open-source computational fluid dynamics (CFD) 
+          tool developed primarily by OpenCFD Ltd. It has a large user 
+          base across most areas of engineering and science, from both commercial and 
+          academic organizations. OpenFOAM has extensive features to solve 
+          anything from complex fluid flows involving chemical reactions, turbulence, and 
+          heat transfer, to acoustics, solid mechanics, and electromagnetics.
+
+      * -
+        - `PeleC <https://github.com/amd/InfinityHub-CI/tree/main/pelec>`_
+        - PeleC is an adaptive mesh refinement(AMR) solver for compressible reacting flows.
+
+      * -
+        - `Simcenter Star-CCM+ <https://github.com/amd/InfinityHub-CI/tree/main/siemens-star-ccm>`_
+        - Simcenter Star-CCM+ is a comprehensive computational fluid dynamics (CFD) and multiphysics 
+          simulation tool developed by Siemens Digital Industries Software. It is designed to 
+          help engineers and researchers analyze and optimize the performance of products and 
+          systems across various industries.
+
       * - Computational chemistry
         - `QUDA <https://github.com/amd/InfinityHub-CI/tree/main/quda>`_
         - Library designed for efficient lattice QCD computations on
@@ -170,12 +203,30 @@ Ubuntu versions.
           developing atmosphere, ocean, and other earth-system simulation components
           for use in climate, regional climate, and weather studies.
 
+      * - Energy, Oil, and Gas
+        - `DevitoPRO <https://github.com/amd/InfinityHub-CI/tree/main/devitopro>`_
+        - DevitoPRO is an advanced extension of the open-source Devito platform with added 
+          features tailored for high-demand production workflows. It supports
+          high-performance computing (HPC) needs, especially in seismic imaging and inversion. 
+          It is used to perform optimized finite difference (FD) computations 
+          from high-level symbolic problem definitions. DevitoPro performs automated 
+          code generation and Just-In-time (JIT) compilation based on symbolic equations 
+          defined in SymPy to create and execute highly optimized Finite Difference stencil 
+          kernels on multiple computer platforms.
+
+      * - 
+        - `ECHELON <https://github.com/amd/InfinityHub-CI/tree/main/srt-echelon>`_
+        - ECHELON by Stone Ridge Technology is a reservoir simulation tool. With 
+          fast processing, it retains precise accuracy and preserves legacy simulator results. 
+          Faster reservoir simulation enables reservoir engineers to produce many realizations, 
+          address larger models, and use advanced physics. It opens new workflows based on 
+          ensemble methodologies for history matching and forecasting that yield 
+          increased accuracy and more predictive results.
+
       * - Benchmark
         - `rocHPL <https://github.com/amd/InfinityHub-CI/tree/main/rochpl>`_
-        - HPL, or High-Performance Linpack, is a benchmark which solves a uniformly 
-          random system of linear equations and reports floating-point execution rate. 
-          This documentation supports the implementation of the HPL benchmark on 
-          top of AMD's ROCm platform.
+        - HPL, or High-Performance Linpack, is a benchmark which solves a uniformly 
+          random system of linear equations and reports floating-point execution rate.
 
       * -
         - `rocHPL-MxP <https://github.com/amd/InfinityHub-CI/tree/main/hpl-mxp>`_
@@ -216,6 +267,14 @@ Ubuntu versions.
           range of hardware platforms via use of an in-built domain specific language derived
           from the Mako templating engine.
 
+      * -
+        - `PETSc <https://github.com/amd/InfinityHub-CI/tree/main/petsc>`_
+        - Portable, Extensible Toolkit for Scientific Computation (PETSc) is a suite of data structures 
+          and routines for the scalable (parallel) solution of scientific applications modeled by partial 
+          differential equations. It supports MPI, GPUs through CUDA, HIP, and OpenCL, 
+          as well as hybrid MPI-GPU parallelism. It also supports the NEC-SX Tsubasa Vector Engine. 
+          PETSc also includes the Toolkit for Advanced Optimization (TAO) library.
+
       * -
         - `RAJA <https://github.com/amd/InfinityHub-CI/tree/main/raja>`_
         - RAJA is a library of C++ software abstractions, primarily developed at Lawrence

docs/how-to/system-optimization/mi100.md

@@ -342,8 +342,8 @@ If SMT is enabled by setting "CCD/Core/Thread Enablement > SMT Control" to
 (logical) cores of the system:
 
 * In the server BIOS, set IOMMU to "Enabled".
-* When configuring the Grub boot loader, add the following arguments for the
-  Linux kernel: `amd_iommu=on iommu=pt`
+* When configuring the Grub boot loader, add the following argument for the
+  Linux kernel: `iommu=pt`
 * Update Grub to use the modified configuration:
 
   ```shell
@@ -355,7 +355,7 @@ If SMT is enabled by setting "CCD/Core/Thread Enablement > SMT Control" to
 
   ```none
   [...]
-  [   0.000000] Kernel command line: [...] amd_iommu=on iommu=pt
+  [   0.000000] Kernel command line: [...] iommu=pt
      [...]
   ```
 

docs/how-to/system-optimization/mi200.md

@@ -327,8 +327,8 @@ If SMT is enabled by setting "CCD/Core/Thread Enablement > SMT Control" to
 (logical) cores of the system:
 
 * In the server BIOS, set IOMMU to "Enabled".
-* When configuring the Grub boot loader, add the following arguments for the
-  Linux kernel: `amd_iommu=on iommu=pt`
+* When configuring the Grub boot loader, add the following argument for the
+  Linux kernel: `iommu=pt`
 * Update Grub to use the modified configuration:
 
   ```shell
@@ -340,7 +340,7 @@ If SMT is enabled by setting "CCD/Core/Thread Enablement > SMT Control" to
 
   ```none
   [...]
-  [   0.000000] Kernel command line: [...] amd_iommu=on iommu=pt
+  [   0.000000] Kernel command line: [...] iommu=pt
      [...]
   ```
 

docs/how-to/system-optimization/mi300x.rst

@@ -299,7 +299,7 @@ For a system that has AMD host CPUs add this to ``GRUB_CMDLINE_LINUX``:
 
 .. code-block:: text
 
-   amd_iommu=on iommu=pt
+   iommu=pt
 
 Otherwise, if the system has Intel host CPUs add this instead to
 ``GRUB_CMDLINE_LINUX``:
@@ -500,7 +500,7 @@ If SMT is enabled by setting ``CCD/Core/Thread Enablement > SMT Control`` to
 
 #. In the server BIOS, set IOMMU to ``Enabled``.
 
-#. When configuring the GRUB boot loader, add the following arguments for the Linux kernel: ``amd_iommu=on iommu=pt``.
+#. When configuring the GRUB boot loader, add the following argument for the Linux kernel: ``iommu=pt``.
 
 #. Update GRUB.
 
@@ -515,7 +515,7 @@ If SMT is enabled by setting ``CCD/Core/Thread Enablement > SMT Control`` to
 .. code-block:: shell
 
    [...]
-   [   0.000000] Kernel command line: [...] amd_iommu=on iommu=pt
+   [   0.000000] Kernel command line: [...] iommu=pt
    [...]
 
 Once the system is properly configured, ROCm software can be

docs/how-to/system-optimization/w6000-v620.md

@@ -111,7 +111,7 @@ sudo virsh net-start default /*to enable Virtual network by default
 Enable input-output memory management unit (IOMMU) in GRUB settings by adding the following line to `/etc/default/grub`:
 
 ```none
-GRUB_CMDLINE_LINUX_DEFAULT="quiet splash amd_iommu=on" for AMD CPU
+GRUB_CMDLINE_LINUX_DEFAULT="quiet splash" for AMD CPU
 ```
 
 Update grub and reboot

docs/how-to/tuning-guides/mi300x/index.rst

@@ -8,6 +8,8 @@ accelerators. They include detailed instructions on system settings and
 application tuning suggestions to help you fully leverage the capabilities of
 these accelerators, thereby achieving optimal performance.
 
+* :doc:`/how-to/performance-validation/mi300x/vllm-benchmark`
+
 * :doc:`/how-to/tuning-guides/mi300x/system`
 
 * :doc:`/how-to/tuning-guides/mi300x/workload`

docs/how-to/tuning-guides/mi300x/workload.rst

@@ -152,9 +152,7 @@ address any new bottlenecks that may emerge.
 
 ROCm provides a prebuilt optimized Docker image that has everything required to implement
 the tips in this section. It includes ROCm, vLLM, PyTorch, and tuning files in the CSV 
-format. For more information, see the guide to 
-`LLM inference performance validation with vLLM on the AMD Instinct™ MI300X accelerator <https://github.com/ROCm/MAD/blob/develop/benchmark/vllm/README.md>`_ 
-on the ROCm GitHub repository.
+format. For more information, see :doc:`/how-to/performance-validation/mi300x/vllm-benchmark`.
 
 .. _mi300x-profiling-tools:
 
@@ -378,11 +376,10 @@ Refer to `vLLM documentation <https://docs.vllm.ai/en/latest/models/performance.
 for additional performance tips. :ref:`fine-tuning-llms-vllm` describes vLLM
 usage with ROCm.
 
-ROCm provides a prebuilt optimized Docker image for validating the performance of LLM inference with vLLM 
-on the MI300X accelerator. The Docker image includes ROCm, vLLM, PyTorch, and tuning files in the CSV 
-format. For more information, see the guide to 
-`LLM inference performance validation with vLLM on the AMD Instinct™ MI300X accelerator <https://github.com/ROCm/MAD/blob/develop/benchmark/vllm/README.md>`_ 
-on the ROCm GitHub repository.
+ROCm provides a prebuilt optimized Docker image for validating the performance
+of LLM inference with vLLM on the MI300X accelerator. The Docker image includes
+ROCm, vLLM, PyTorch, and tuning files in the CSV format. For more information,
+see :doc:`/how-to/performance-validation/mi300x/vllm-benchmark`.
 
 Maximize throughput
 -------------------

docs/index.md

@@ -11,7 +11,7 @@ ROCm is an open-source software platform optimized to extract HPC and AI workloa
 performance from AMD Instinct accelerators and AMD Radeon GPUs while maintaining
 compatibility with industry software frameworks. For more information, see [What is ROCm?](./what-is-rocm.rst)
 
-If you're using Radeon GPUs, consider reviewing {doc}`Radeon-specific ROCm documentation<radeon:index>`.
+If you're using AMD Radeon™ PRO or Radeon GPUs in a workstation setting with a display connected, review {doc}`Radeon-specific ROCm documentation<radeon:index>`.
 
 Installation instructions are available from:
 
@@ -41,16 +41,16 @@ ROCm documentation is organized into the following categories:
 :::{grid-item-card} How to
 :class-body: rocm-card-banner rocm-hue-12
 
-* [Using ROCm for AI](./how-to/rocm-for-ai/index.rst)
-* [Using ROCm for HPC](./how-to/rocm-for-hpc/index.rst)
-* [Fine-tuning LLMs and inference optimization](./how-to/llm-fine-tuning-optimization/index.rst)
+* [Use ROCm for AI](./how-to/rocm-for-ai/index.rst)
+* [Use ROCm for HPC](./how-to/rocm-for-hpc/index.rst)
+* [Fine-tune LLMs and inference optimization](./how-to/llm-fine-tuning-optimization/index.rst)
 * [System optimization](./how-to/system-optimization/index.rst)
-* [AMD Instinct MI300X tuning guides](./how-to/tuning-guides/mi300x/index.rst)
-* [GPU cluster networking](https://rocm.docs.amd.com/projects/gpu-cluster-networking/en/latest/index.html)
+* [AMD Instinct MI300X performance validation and tuning](./how-to/tuning-guides/mi300x/index.rst)
+* [GPU cluster networking](https://dcgpu.docs.amd.com/projects/gpu-cluster-networking/en/latest/index.html)
 * [System debugging](./how-to/system-debugging.md)
-* [Using MPI](./how-to/gpu-enabled-mpi.rst)
-* [Using advanced compiler features](./conceptual/compiler-topics.md)
-* [Setting the number of CUs](./how-to/setting-cus)  
+* [Use MPI](./how-to/gpu-enabled-mpi.rst)
+* [Use advanced compiler features](./conceptual/compiler-topics.md)
+* [Set the number of CUs](./how-to/setting-cus)  
 * [ROCm examples](https://github.com/amd/rocm-examples)
 :::
 
@@ -64,6 +64,7 @@ ROCm documentation is organized into the following categories:
 * [Using CMake](./conceptual/cmake-packages.rst)
 * [ROCm & PCIe atomics](./conceptual/More-about-how-ROCm-uses-PCIe-Atomics.rst)
 * [Inception v3 with PyTorch](./conceptual/ai-pytorch-inception.md)
+* [Oversubscription of hardware resources](./conceptual/oversubscription.rst)
 :::
 
 <!-- markdownlint-disable MD051 -->

docs/reference/gpu-arch-specs.rst

@@ -7,6 +7,8 @@ Accelerator and GPU hardware specifications
 
 The following tables provide an overview of the hardware specifications for AMD Instinct™ accelerators, and AMD Radeon™ PRO and Radeon™ GPUs.
 
+For more information about ROCm hardware compatibility, see the ROCm `Compatibility matrix <https://rocm.docs.amd.com/en/latest/compatibility/compatibility-matrix.html>`_.
+
 .. tab-set::
 
   .. tab-item:: AMD Instinct accelerators
@@ -35,11 +37,11 @@ The following tables provide an overview of the hardware specifications for AMD
           - CDNA3
           - gfx941 or gfx942
           - 192
-          - 304
+          - 304 (38 per XCD)
           - 64
           - 64
           - 256
-          - 32
+          - 32 (4 per XCD)
           - 32
           - 16 per 2 CUs
           - 64 per 2 CUs
@@ -50,11 +52,11 @@ The following tables provide an overview of the hardware specifications for AMD
           - CDNA3
           - gfx940 or gfx942
           - 128
-          - 228
+          - 228 (38 per XCD)
           - 64
           - 64
           - 256
-          - 24
+          - 24 (4 per XCD)
           - 32
           - 16 per 2 CUs
           - 64 per 2 CUs
@@ -80,7 +82,7 @@ The following tables provide an overview of the hardware specifications for AMD
           - CDNA2
           - gfx90a
           - 128
-          - 208
+          - 208 (104 per GCD)
           - 64
           - 64
           -
@@ -233,6 +235,22 @@ The following tables provide an overview of the hardware specifications for AMD
           - L0 Instruction Cache (KiB)
           - VGPR File (KiB)
           - SGPR File (KiB)
+        *
+          - Radeon PRO V710
+          - RDNA3
+          - gfx1101
+          - 28
+          - 54
+          - 32
+          - 128
+          - 56
+          - 4
+          - 256
+          - 32
+          - 16
+          - 32
+          - 768
+          - 16
         *
           - Radeon PRO W7900 Dual Slot
           - RDNA3
@@ -247,8 +265,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon PRO W7900
           - RDNA3
@@ -263,8 +281,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon PRO W7800
           - RDNA3
@@ -279,8 +297,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon PRO W7700
           - RDNA3
@@ -295,8 +313,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon PRO W6800
           - RDNA2
@@ -311,8 +329,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon PRO W6600
           - RDNA2
@@ -327,8 +345,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon PRO V620
           - RDNA2
@@ -343,8 +361,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon Pro W5500
           - RDNA
@@ -359,7 +377,7 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
+          - 512
           - 20
         *
           - Radeon Pro VII
@@ -414,8 +432,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon RX 7900 XT
           - RDNA3
@@ -430,8 +448,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon RX 7900 GRE
           - RDNA3
@@ -446,8 +464,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon RX 7800 XT
           - RDNA3
@@ -462,8 +480,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon RX 7700 XT
           - RDNA3
@@ -478,8 +496,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 384
-          - 20
+          - 768
+          - 16
         *
           - Radeon RX 7600
           - RDNA3
@@ -494,8 +512,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 32
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6950 XT
           - RDNA2
@@ -510,8 +528,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6900 XT
           - RDNA2
@@ -526,8 +544,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6800 XT
           - RDNA2
@@ -542,8 +560,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6800
           - RDNA2
@@ -558,8 +576,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6750 XT
           - RDNA2
@@ -574,8 +592,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6700 XT
           - RDNA2
@@ -590,8 +608,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6700
           - RDNA2
@@ -606,8 +624,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6650 XT
           - RDNA2
@@ -622,8 +640,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6600 XT
           - RDNA2
@@ -638,8 +656,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon RX 6600
           - RDNA2
@@ -654,8 +672,8 @@ The following tables provide an overview of the hardware specifications for AMD
           - 16
           - 16
           - 32
-          - 256
-          - 20
+          - 512
+          - 16
         *
           - Radeon VII
           - GCN5.1
@@ -682,7 +700,7 @@ For more information about the terms used, see the
 
 **LLVM target name**
 
-Argument to pass to clang in `--offload-arch` to compile code for the given
+Argument to pass to clang in ``--offload-arch`` to compile code for the given
 architecture.
 
 **VRAM**
@@ -717,13 +735,13 @@ data and instructions. Similar to the L3 Cache on CDNA/GCN architectures.
 
 **L2 Cache**
 
-Size of the level 3 cache. Shared by all compute units on the same GCD. Caches
+Size of the level 2 cache. Shared by all compute units on the same GCD. Caches
 data and instructions.
 
 **Graphics L1 Cache (RDNA only)**
 
 An additional cache level that only exists in RDNA architectures. Local to a
-work group processor.
+shader array.
 
 **L1 Vector Cache (CDNA/GCN only)**
 
@@ -770,3 +788,7 @@ scalar instructions.
 **GCD**
 
 Graphics Compute Die.
+
+**XCD**
+
+Accelerator Complex Die.

docs/reference/precision-support.rst

@@ -41,6 +41,8 @@ together with their corresponding HIP type and a short description.
       - ``int64_t``, ``uint64_t``
       - A signed or unsigned 64-bit integer
 
+.. _precision_support_floating_point_types:
+
 Floating-point types
 ==========================================
 

docs/release/versions.md

@@ -8,6 +8,7 @@
 
 | Version | Release date |
 | ------- | ------------ |
+| [6.2.4](https://rocm.docs.amd.com/en/docs-6.2.4/) | November 6, 2024 |
 | [6.2.2](https://rocm.docs.amd.com/en/docs-6.2.2/) | September 27, 2024 |
 | [6.2.1](https://rocm.docs.amd.com/en/docs-6.2.1/) | September 20, 2024 |
 | [6.2.0](https://rocm.docs.amd.com/en/docs-6.2.0/) | August 2, 2024 |

docs/sphinx/_toc.yml.in

@@ -24,18 +24,21 @@ subtrees:
 - caption: How to
   entries:
   - file: how-to/rocm-for-ai/index.rst
-    title: Using ROCm for AI
+    title: Use ROCm for AI
     subtrees:
     - entries:
       - file: how-to/rocm-for-ai/install.rst
         title: Installation
       - file: how-to/rocm-for-ai/train-a-model.rst
+        title: Train a model
       - file: how-to/rocm-for-ai/hugging-face-models.rst
+        title: Run models from Hugging Face
       - file: how-to/rocm-for-ai/deploy-your-model.rst
+        title: Deploy your model
   - file: how-to/rocm-for-hpc/index.rst
-    title: Using ROCm for HPC
+    title: Use ROCm for HPC
   - file: how-to/llm-fine-tuning-optimization/index.rst
-    title: Fine-tuning LLMs and inference optimization
+    title: Fine-tune LLMs and inference optimization
     subtrees:
     - entries:
       - file: how-to/llm-fine-tuning-optimization/overview.rst
@@ -51,10 +54,11 @@ subtrees:
       - file: how-to/llm-fine-tuning-optimization/model-acceleration-libraries.rst
       - file: how-to/llm-fine-tuning-optimization/llm-inference-frameworks.rst
       - file: how-to/llm-fine-tuning-optimization/optimizing-with-composable-kernel.md
-        title: Optimizing with Composable Kernel
+        title: Optimize with Composable Kernel
       - file: how-to/llm-fine-tuning-optimization/optimizing-triton-kernel.rst
-        title: Optimizing Triton kernels
+        title: Optimize Triton kernels
       - file: how-to/llm-fine-tuning-optimization/profiling-and-debugging.rst
+        title: Profile and Debug
   - file: how-to/system-optimization/index.rst
     title: System optimization
     subtrees:
@@ -70,30 +74,32 @@ subtrees:
       - file: how-to/system-optimization/w6000-v620.md
         title: AMD RDNA 2
   - file: how-to/tuning-guides/mi300x/index.rst
-    title: AMD MI300X tuning guides
+    title: AMD MI300X performance validation and tuning
     subtrees:
     - entries:
+      - file: how-to/performance-validation/mi300x/vllm-benchmark.rst
+        title: Performance validation
       - file: how-to/tuning-guides/mi300x/system.rst
         title: System tuning
       - file: how-to/tuning-guides/mi300x/workload.rst
         title: Workload tuning
-  - url: https://rocm.docs.amd.com/projects/gpu-cluster-networking/en/${branch}/index.html
+  - url: https://dcgpu.docs.amd.com/projects/gpu-cluster-networking/en/latest/index.html
     title: GPU cluster networking
   - file: how-to/gpu-enabled-mpi.rst
-    title: Using MPI
+    title: Use MPI
   - file: how-to/system-debugging.md
   - file: conceptual/compiler-topics.md
-    title: Using advanced compiler features
+    title: Use advanced compiler features
     subtrees:
     - entries:
       - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/index.html
         title: ROCm compiler infrastructure
       - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/conceptual/using-gpu-sanitizer.html
-        title: Using AddressSanitizer
+        title: Use AddressSanitizer
       - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/conceptual/openmp.html
         title: OpenMP support
   - file: how-to/setting-cus
-    title: Setting the number of CUs  
+    title: Set the number of CUs  
   - url: https://github.com/amd/rocm-examples
     title: ROCm examples
 
@@ -158,6 +164,8 @@ subtrees:
     title: ROCm & PCIe atomics
   - file: conceptual/ai-pytorch-inception.md
     title: Inception v3 with PyTorch
+  - file: conceptual/oversubscription.rst
+    title: Oversubscription of hardware resources
 
 - caption: Reference
   entries:
@@ -178,6 +186,7 @@ subtrees:
     - entries:
       - file: contribute/toolchain.md
         title: ROCm documentation toolchain
+      - file: contribute/building.md
   - file: contribute/feedback.md
     title: Providing feedback about the ROCm documentation
   - file: about/license.md

docs/sphinx/requirements.in

@@ -1,2 +1,2 @@
-rocm-docs-core==1.8.2
+rocm-docs-core==1.8.5
 sphinx-reredirects

docs/sphinx/requirements.txt

@@ -6,9 +6,9 @@
 #
 accessible-pygments==0.0.5
     # via pydata-sphinx-theme
-alabaster==0.7.16
+alabaster==1.0.0
     # via sphinx
-babel==2.15.0
+babel==2.16.0
     # via
     #   pydata-sphinx-theme
     #   sphinx
@@ -16,19 +16,19 @@ beautifulsoup4==4.12.3
     # via pydata-sphinx-theme
 breathe==4.35.0
     # via rocm-docs-core
-certifi==2024.7.4
+certifi==2024.8.30
     # via requests
-cffi==1.16.0
+cffi==1.17.1
     # via
     #   cryptography
     #   pynacl
-charset-normalizer==3.3.2
+charset-normalizer==3.4.0
     # via requests
 click==8.1.7
     # via sphinx-external-toc
-cryptography==43.0.1
+cryptography==43.0.3
     # via pyjwt
-deprecated==1.2.14
+deprecated==1.2.15
     # via pygithub
 docutils==0.21.2
     # via
@@ -42,7 +42,7 @@ gitdb==4.0.11
     # via gitpython
 gitpython==3.1.43
     # via rocm-docs-core
-idna==3.7
+idna==3.10
     # via requests
 imagesize==1.4.1
     # via sphinx
@@ -54,36 +54,34 @@ markdown-it-py==3.0.0
     # via
     #   mdit-py-plugins
     #   myst-parser
-markupsafe==2.1.5
+markupsafe==3.0.2
     # via jinja2
-mdit-py-plugins==0.4.1
+mdit-py-plugins==0.4.2
     # via myst-parser
 mdurl==0.1.2
     # via markdown-it-py
-myst-parser==3.0.1
+myst-parser==4.0.0
     # via rocm-docs-core
-packaging==24.1
-    # via
-    #   pydata-sphinx-theme
-    #   sphinx
+packaging==24.2
+    # via sphinx
 pycparser==2.22
     # via cffi
-pydata-sphinx-theme==0.15.4
+pydata-sphinx-theme==0.16.0
     # via
     #   rocm-docs-core
     #   sphinx-book-theme
-pygithub==2.3.0
+pygithub==2.5.0
     # via rocm-docs-core
 pygments==2.18.0
     # via
     #   accessible-pygments
     #   pydata-sphinx-theme
     #   sphinx
-pyjwt[crypto]==2.8.0
+pyjwt[crypto]==2.10.0
     # via pygithub
 pynacl==1.5.0
     # via pygithub
-pyyaml==6.0.1
+pyyaml==6.0.2
     # via
     #   myst-parser
     #   rocm-docs-core
@@ -92,15 +90,15 @@ requests==2.32.3
     # via
     #   pygithub
     #   sphinx
-rocm-docs-core==1.8.2
+rocm-docs-core==1.8.5
     # via -r requirements.in
 smmap==5.0.1
     # via gitdb
 snowballstemmer==2.2.0
     # via sphinx
-soupsieve==2.5
+soupsieve==2.6
     # via beautifulsoup4
-sphinx==7.3.7
+sphinx==8.1.3
     # via
     #   breathe
     #   myst-parser
@@ -116,33 +114,33 @@ sphinx-book-theme==1.1.3
     # via rocm-docs-core
 sphinx-copybutton==0.5.2
     # via rocm-docs-core
-sphinx-design==0.6.0
+sphinx-design==0.6.1
     # via rocm-docs-core
 sphinx-external-toc==1.0.1
     # via rocm-docs-core
-sphinx-notfound-page==1.0.2
+sphinx-notfound-page==1.0.4
     # via rocm-docs-core
 sphinx-reredirects==0.1.5
     # via -r requirements.in
-sphinxcontrib-applehelp==1.0.8
+sphinxcontrib-applehelp==2.0.0
     # via sphinx
-sphinxcontrib-devhelp==1.0.6
+sphinxcontrib-devhelp==2.0.0
     # via sphinx
-sphinxcontrib-htmlhelp==2.0.5
+sphinxcontrib-htmlhelp==2.1.0
     # via sphinx
 sphinxcontrib-jsmath==1.0.1
     # via sphinx
-sphinxcontrib-qthelp==1.0.7
+sphinxcontrib-qthelp==2.0.0
     # via sphinx
-sphinxcontrib-serializinghtml==1.1.10
+sphinxcontrib-serializinghtml==2.0.0
     # via sphinx
-tomli==2.0.1
+tomli==2.1.0
     # via sphinx
 typing-extensions==4.12.2
     # via
     #   pydata-sphinx-theme
     #   pygithub
-urllib3==2.2.2
+urllib3==2.2.3
     # via
     #   pygithub
     #   requests

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-6.2.2"
+    <default revision="refs/tags/rocm-6.2.4"
      remote="rocm-org"
      sync-c="true"
      sync-j="4" />

tools/autotag/templates/extra_components/6.2.4.md

@@ -0,0 +1,35 @@
+### Hardware architecture support updates
+
+Updated the following math and primitives libraries to pre-enable support for
+an upcoming hardware architecture.
+
+* hipCUB (3.2.1)
+
+* hipFFT (1.0.16)
+
+* hipRAND (2.11.1)
+
+* rocALUTION (3.2.1)
+
+* rocBLAS (4.2.4)
+
+* rocFFT (1.0.30)
+
+* rocPRIM (3.2.2)
+
+* rocRAND (3.1.1)
+
+* rocSOLVER (3.26.2)
+
+* rocSPARSE (3.2.1)
+
+* rocThrust (3.1.1)
+
+### **AMD SMI** (24.6.3)
+
+#### Resolved issues
+
+* Fixed support for the API calls `amdsmi_get_gpu_process_isolation` and
+  `amdsmi_clean_gpu_local_data`, along with the
+  `amd-smi set --process-isolation <0 or 1>` command. See issue
+  [#3500](https://github.com/ROCm/ROCm/issues/3500) on GitHub.

tools/autotag/templates/highlights/5.3.0.md

@@ -184,5 +184,5 @@ clinfo, and HelloWord.cl and cause a system crash.
 * IRQ remapping does not support X2APIC mode
 * NMI error
 
-Workaround: To avoid the system crash, add `amd_iommu=on iommu=pt` as the kernel bootparam, as
+Workaround: To avoid the system crash, add `iommu=pt` as the kernel bootparam, as
 indicated in the warning message.

tools/autotag/templates/highlights/6.2.4.md

@@ -0,0 +1,55 @@
+# ROCm 6.2.4 release notes
+
+The release notes provide a summary of notable changes since the previous ROCm release.
+
+- [Release highlights](#release-highlights)
+
+- [Operating system and hardware support changes](#operating-system-and-hardware-support-changes)
+
+- [ROCm components versioning](#rocm-components)
+
+- [Detailed component changes](#detailed-component-changes)
+
+- [ROCm known issues](#rocm-known-issues)
+
+- [ROCm upcoming changes](#rocm-upcoming-changes)
+
+```{note}
+If you’re using Radeon™ PRO or Radeon GPUs in a workstation setting with a
+display connected, continue to use ROCm 6.2.3. See the [Use ROCm on Radeon
+GPUs](https://rocm.docs.amd.com/projects/radeon/en/latest/index.html)
+documentation to verify compatibility and system requirements.
+```
+
+## Release highlights
+
+The following are notable new features and improvements in ROCm 6.2.4. For changes to individual components, see
+[Detailed component changes](#detailed-component-changes).
+
+#### ROCm documentation updates
+
+ROCm documentation continues to be updated to provide clearer and more comprehensive guidance for
+a wider variety of user needs and use cases.
+
+* Added a new GPU cluster networking guide. See
+  [Cluster network performance validation for AMD Instinct accelerators](https://rocm.docs.amd.com/projects/gpu-cluster-networking/en/latest/index.html).
+
+  This documentation provides guidelines on validating network configurations
+  in single-node and multi-node environments to attain optimal speed and bandwidth
+  in AMD Instinct-powered clusters.
+
+* Updated the HIP runtime documentation.
+
+  * Added a new section on how to use [HIP graphs](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/hipgraph.html).
+
+  * Added a new section about the [Stream ordered memory allocator (SOMA)](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/stream_ordered_allocator.html).
+
+  * Updated the [Porting CUDA driver API](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/hip_porting_driver_api.html) section.
+
+* Updated the [Post-installation instructions](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.2.4/install/post-install.html)
+  with guidance on using the `update-alternatives` utility and environment modules to help you manage multiple ROCm
+  versions and streamline PATH configuration.
+
+* Updated [LLM inference performance validation on AMD Instinct
+  MI300X](https://rocm.docs.amd.com/en/docs-6.2.4/how-to/performance-validation/mi300x/vllm-benchmark.html)
+  documentation with more detailed guidance, new models, and the `float8` data type.