fix toc and table

Bumps [rocm-docs-core](https://github.com/ROCm/rocm-docs-core) from 1.11.0 to 1.12.0.
- [Release notes](https://github.com/ROCm/rocm-docs-core/releases)
- [Changelog](https://github.com/ROCm/rocm-docs-core/blob/develop/CHANGELOG.md)
- [Commits](https://github.com/ROCm/rocm-docs-core/compare/v1.11.0...v1.12.0)

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

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

.azuredevops/ci-builds/aomp-mainline.yml

@@ -0,0 +1,42 @@
+variables:
+- group: common
+- template: /.azuredevops/variables-global.yml
+
+resources:
+  repositories:
+  - repository: aomp_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/aomp
+    ref: amd-mainline-open
+  - repository: aomp-extras_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/aomp-extras
+    ref: amd-mainline-open
+  - repository: flang_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/flang
+    ref: amd-mainline-open
+  - repository: llvm-project_repo
+    type: github
+    endpoint: ROCm
+    name: ROCm/llvm-project
+    ref: amd-mainline-open
+  pipelines:
+  - pipeline: rocr-runtime_pipeline
+    source: \ROCR-Runtime
+    trigger:
+      branches:
+        include:
+        - amd-master
+# this job will only be triggered after successful build sequence of llvm-project and ROCR-Runtime
+
+trigger: none
+pr: none
+
+jobs:
+  - template: ${{ variables.CI_COMPONENT_PATH }}/aomp.yml
+    parameters:
+      checkoutRepo: aomp_repo

.azuredevops/ci-builds/aomp-staging.yml

@@ -27,7 +27,10 @@ resources:
   pipelines:
   - pipeline: rocr-runtime_pipeline
     source: \ROCR-Runtime
-    trigger: true
+    trigger:
+      branches:
+        include:
+        - amd-staging
 # this job will only be triggered after successful build sequence of llvm-project and ROCR-Runtime
 
 trigger: none

.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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -124,11 +122,16 @@ jobs:
         -DHALF_INCLUDE_DIR=$(Agent.BuildDirectory)/rocm/include
         -DBUILD_TESTING=ON
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: AMDMIGraphX_testing
+  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
@@ -188,9 +191,10 @@ 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/HIP.yml

@@ -82,6 +82,9 @@ jobs:
         -DHIPCC_BIN_DIR=$(Agent.BuildDirectory)/rocm/bin
         -DCLR_BUILD_HIP=ON
         -DCLR_BUILD_OCL=ON
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      artifactName: amd
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       artifactName: amd

.azuredevops/components/HIPIFY.yml

@@ -97,6 +97,7 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Pipeline.Workspace)/llvm;/usr/local/cuda/targets/x86_64-linux/lib
         -DLLVM_EXTERNAL_LIT=$(Pipeline.Workspace)/llvm-project/llvm/build/bin/llvm-lit
       multithreadFlag: -- -j32
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:

.azuredevops/components/MIOpen.yml

@@ -9,18 +9,15 @@ parameters:
   type: object
   default:
     - cmake
-    - libbz2-dev
+    - jq
     - libdrm-dev
-    - libeigen3-dev
-    - libgmock-dev
-    - libgtest-dev
     - libsqlite3-dev
     - libstdc++-12-dev
     - ninja-build
-    - nlohmann-json3-dev
     - python3-pip
+    - python3-venv
     - software-properties-common
-    - zstd
+    - zip
 - name: pipModules
   type: object
   default:
@@ -28,14 +25,12 @@ parameters:
 - name: rocmDependencies
   type: object
   default:
-    - rocMLIR
+    - half
     - rocRAND
     - rocBLAS
     - hipBLAS
     - hipBLASLt
     - hipBLAS-common
-    - half
-    - composable_kernel
     - rocm-cmake
     - llvm-project
     - ROCR-Runtime
@@ -47,7 +42,6 @@ parameters:
   type: object
   default:
     - clr
-    - composable_kernel
     - half
     - hipBLAS
     - hipBLAS-common
@@ -56,7 +50,6 @@ parameters:
     - rocBLAS
     - rocm-cmake
     - rocminfo
-    - rocMLIR
     - ROCR-Runtime
     - rocprofiler-register
     - rocRAND
@@ -74,26 +67,18 @@ 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 }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/miopen-get-ck-build.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
     parameters:
       dependencyList: ${{ parameters.rocmDependencies }}
@@ -104,22 +89,40 @@ jobs:
       # manual build case: triggered by ROCm/ROCm repo
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - task: Bash@3
+    displayName: Build and install other dependencies
+    inputs:
+      targetType: inline
+      workingDirectory: $(Build.SourcesDirectory)
+      script: |
+        sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+        sed -i '/composable_kernel/d' requirements.txt
+        mkdir -p $(Agent.BuildDirectory)/miopen-deps
+        cmake -P install_deps.cmake --prefix $(Agent.BuildDirectory)/miopen-deps
+        sudo rm -rf /opt/rocm
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
     parameters:
       extraBuildFlags: >-
         -DMIOPEN_BACKEND=HIP
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Agent.BuildDirectory)/miopen-deps
+        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -DMIOPEN_ENABLE_AI_KERNEL_TUNING=OFF
         -DMIOPEN_ENABLE_AI_IMMED_MODE_FALLBACK=OFF
         -DCMAKE_BUILD_TYPE=Release
         -DBUILD_TESTING=ON
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: MIOpen_testing
+  timeoutInMinutes: 90
+  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
@@ -136,13 +139,6 @@ 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:
@@ -153,6 +149,9 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/miopen-get-ck-build.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
     parameters:
       dependencyList: ${{ parameters.rocmTestDependencies }}
@@ -161,44 +160,22 @@ jobs:
         dependencySource: staging
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
-# MIOpen depends on a specific version of frugally-deep which is forked here: https://github.com/ROCm/frugally-deep
-# https://github.com/ROCm/frugally-deep/blob/master/INSTALL.md
   - task: Bash@3
-    displayName: Add Python site-packages binaries to path
+    displayName: Build and install other dependencies
     inputs:
       targetType: inline
-      script: |
-        USER_BASE=$(python3 -m site --user-base)
-        echo "##vso[task.prependpath]$USER_BASE/bin"
-  - task: Bash@3
-    displayName: Install FunctionalPlus
-    inputs:
-      targetType: inline
-      script: cget install Dobiasd/FunctionalPlus
-  - task: Bash@3
-    displayName: Remove Python site-packages binaries from path
-    inputs:
-      targetType: inline
-      script: |
-        USER_BASE=$(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: git clone frugally-deep
-    inputs:
-      targetType: inline
-      script: git clone https://github.com/ROCm/frugally-deep --depth=1 --shallow-submodules
       workingDirectory: $(Build.SourcesDirectory)
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
-    parameters:
-      componentName: frugally-deep
-      cmakeBuildDir: $(Build.SourcesDirectory)/frugally-deep/build
-      installDir: $(Build.SourcesDirectory)/bin
-      extraBuildFlags: -DCMAKE_PREFIX_PATH=$(Build.SourcesDirectory)/cget/cget/pkg/Dobiasd__FunctionalPlus/install
+      script: |
+        sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+        sed -i '/composable_kernel/d' requirements.txt
+        mkdir -p $(Agent.BuildDirectory)/miopen-deps
+        cmake -P install_deps.cmake --prefix $(Agent.BuildDirectory)/miopen-deps
+        sudo rm -rf /opt/rocm
   - task: CMake@1
     displayName: 'MIOpen Test CMake Flags'
     inputs:
       cmakeArgs: >-
-        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Build.SourcesDirectory)/bin;$(Build.SourcesDirectory)/cget/cget/pkg/Dobiasd__FunctionalPlus/install
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Build.SourcesDirectory)/bin;$(Agent.BuildDirectory)/miopen-deps
         -DCMAKE_INSTALL_PREFIX=$(Agent.BuildDirectory)/rocm
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
         -DCMAKE_C_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang
@@ -209,19 +186,15 @@ 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
+      testParameters: '-VV --output-on-failure --force-new-ctest-process --output-junit test_output.xml --exclude-regex test_rnn_seq_api'

.azuredevops/components/MIVisionX.yml

@@ -10,39 +10,30 @@ parameters:
   default:
     - cmake
     - ninja-build
-    - git
     - wget
     - unzip
+    - libstdc++-12-dev
     - pkg-config
-    - protobuf-compiler
-    - libprotoc-dev
     - ffmpeg
     - libavcodec-dev
     - libavformat-dev
     - libavutil-dev
     - libswscale-dev
-    - build-essential
-    - libgtk2.0-dev
-    - libavcodec-dev
-    - libavformat-dev
-    - libswscale-dev
-    - libtbb2
-    - libtbb-dev
-    - libjpeg-dev
-    - libpng-dev
-    - libtiff-dev
-    - libdc1394-dev
     - libgmp-dev
+    - libomp-dev
     - libopencv-dev
+    - protobuf-compiler
+    - libprotoc-dev
 - name: pipModules
   type: object
   default:
-    - future==0.18.2
+    - future==1.0.0
     - pytz==2022.1
-    - numpy==1.21
+    - numpy==1.23
     - google==3.0.0
     - protobuf==3.12.4
     - onnx==1.12.0
+    - nnef==1.0.7
 - name: rocmDependencies
   type: object
   default:
@@ -86,8 +77,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -114,13 +103,16 @@ jobs:
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -DROCM_DEP_ROCMCORE=ON
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: MIVisionX_testing
   dependsOn: MIVisionX
-  condition: succeeded()
+  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 +154,7 @@ 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

@@ -55,11 +55,13 @@ jobs:
       extraBuildFlags: >-
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DBUILD_SHARED_LIBS=ON
+        -DCMAKE_BUILD_TYPE=Release
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: ROCR_Runtime_testing
   dependsOn: ROCR_Runtime
-  condition: succeeded()
+  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 +104,12 @@ 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: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest
@@ -117,40 +123,9 @@ jobs:
       testExecutable: BIN_DIR=$(Build.SourcesDirectory)/libhsakmt/tests/kfdtest/build ./run_kfdtest.sh
       testParameters: '-p core --gtest_output=xml:./test_output.xml --gtest_color=yes'
       testDir: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest/scripts
-  - task: Bash@3
-    displayName: Build rdmatest app
-    inputs:
-      targetType: 'inline'
-      workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/app
-      script: |
-        cmake -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm -DLIBHSAKMT_PATH=$(Agent.BuildDirectory)/rocm -DDRM_AMDGPU_INCLUDE_DIRS=$(Agent.BuildDirectory)/rocm/include .
-        cmake --build .
-  - task: Bash@3
-    displayName: Build rdmatest driver
-    inputs:
-      targetType: 'inline'
-      workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/drv
-      script: |
-        sed -i 's/HSAKMT_PAGE_SHIFT/PAGE_SHIFT/g' amdp2ptest.c
-        sed -i 's/"MIT"/"GPL"/' amdp2ptest.c
-        RDMA_HEADER_DIR=/usr/src/amdgpu-*/include make all
-  - task: Bash@3
-    displayName: Install rdmatest driver
-    inputs:
-      targetType: 'inline'
-      workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/drv
-      script: |
-        sudo rmmod amdp2ptest.ko
-        sudo insmod amdp2ptest.ko
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
-    parameters:
-      componentName: rdmatest
-      testExecutable: yes | ./rdma_test
-      testParameters: ''
-      testDir: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/app
-      testPublishResults: false
   - task: Bash@3
     displayName: Build rocrtst
+    continueOnError: true
     inputs:
       targetType: 'inline'
       workingDirectory: $(Build.SourcesDirectory)/rocrtst/suites/test_common
@@ -171,5 +146,5 @@ jobs:
     parameters:
       componentName: rocrtst
       testExecutable: ./rocrtst64
-      testParameters: '--gtest_filter="-rocrtstNeg.Memory_Negative_Tests" --gtest_output=xml:./test_output.xml --gtest_color=yes'
+      testParameters: '--gtest_filter="-rocrtstNeg.Memory_Negative_Tests:rocrtstFunc.Memory_Max_Mem" --gtest_output=xml:./test_output.xml --gtest_color=yes'
       testDir: $(Build.SourcesDirectory)/rocrtst/suites/test_common/build/$(JOB_GPU_TARGET)

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

@@ -29,4 +29,5 @@ jobs:
     parameters:
       checkoutRepo: ${{ parameters.checkoutRepo }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/ROCdbgapi.yml

@@ -50,4 +50,5 @@ jobs:
         -DCMAKE_BUILD_TYPE=Release
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/ROCgdb.yml

@@ -32,6 +32,7 @@ parameters:
 
 jobs:
 - job: ROCgdb
+  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
@@ -91,6 +92,7 @@ jobs:
         --with-rocm-dbgapi=$(Agent.BuildDirectory)/rocm
         LDFLAGS="-Wl,--enable-new-dtags,-rpath=$(Agent.BuildDirectory)/rocm/lib"
       makeCallPrefix: LD_RUN_PATH='${ORIGIN}/../lib'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
   - task: Bash@3
     displayName: Setup test environment
@@ -100,6 +102,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -92,13 +92,16 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DCPACK_PACKAGING_INSTALL_PREFIX=$(Build.BinariesDirectory)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: ROCmValidationSuite_testing
   dependsOn: ROCmValidationSuite
-  condition: succeeded()
+  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 +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: ROCmValidationSuite

.azuredevops/components/Tensile.yml

@@ -0,0 +1,177 @@
+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
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+  - 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
+  timeoutInMinutes: 90
+  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

@@ -31,11 +31,12 @@ jobs:
     parameters:
       extraBuildFlags: >-
         -DBUILD_TESTS=ON
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: amdsmi_testing
   dependsOn: amdsmi
-  condition: succeeded()
+  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 +54,9 @@ 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-extras.yml

@@ -54,4 +54,5 @@ jobs:
         -DAOMP_VERSION_STRING=$(LATEST_RELEASE_TAG)
         -GNinja
       installDir: $(Build.BinariesDirectory)/llvm
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/aomp.yml

@@ -109,11 +109,12 @@ jobs:
 # for the compilation and installation to go through.
   - script: |
       sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
-      mkdir -p $(Build.BinariesDirectory)/bin
-      ln -s $(Agent.BuildDirectory)/rocm/llvm/bin/clang $(Build.BinariesDirectory)/bin/clang
-      ln -s $(Agent.BuildDirectory)/rocm/llvm/bin/clang++ $(Build.BinariesDirectory)/bin/clang++
-      ln -s $(Agent.BuildDirectory)/rocm/llvm/bin/llvm-config $(Build.BinariesDirectory)/bin/llvm-config
+      mkdir -p $(Build.BinariesDirectory)/lib/llvm/bin
+      ln -s $(Agent.BuildDirectory)/rocm/llvm/bin/clang $(Build.BinariesDirectory)/lib/llvm/bin/clang
+      ln -s $(Agent.BuildDirectory)/rocm/llvm/bin/clang++ $(Build.BinariesDirectory)/lib/llvm/bin/clang++
+      ln -s $(Agent.BuildDirectory)/rocm/llvm/bin/llvm-config $(Build.BinariesDirectory)/lib/llvm/bin/llvm-config
       ln -s $(Agent.BuildDirectory)/rocm/llvm $(Build.BinariesDirectory)/llvm
+      ls -1R $(Build.BinariesDirectory)
     displayName: Extra build environment setup
 # We follow the sequence described in the aomp repo instructions
 # https://github.com/ROCm/aomp/blob/aomp-dev/docs/SOURCEINSTALL.md
@@ -126,7 +127,7 @@ jobs:
 # method leads to a giant build log compared to separate logs per script call.
 #
 # Components compiled and the order for non-standalone build found at
-# https://github.com/ROCm/aomp/blob/aomp-dev/bin/build_aomp.sh#L135-L143
+# https://github.com/ROCm/aomp/blob/aomp-dev/bin/build_aomp.sh#L135-L142
   - task: Bash@3
     displayName: Build Prereq
     inputs:
@@ -176,7 +177,6 @@ jobs:
       AOMP_USE_NINJA: 1
       ALTAOMP: $(Agent.BuildDirectory)/rocm/llvm
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
@@ -196,12 +196,11 @@ jobs:
       AOMP_USE_NINJA: 1
       ALTAOMP: $(Agent.BuildDirectory)/rocm/llvm
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
       INSTALL_OPENMP: $(Build.BinariesDirectory)
-  - script: ln -s $(Build.BinariesDirectory)/include/omp.h $(Build.SourcesDirectory)/llvm-project/llvm/include/omp.h
+  - script: ln -s $(Build.BinariesDirectory)/lib/llvm/include/omp.h $(Build.SourcesDirectory)/llvm-project/llvm/include/omp.h
     displayName: Link omp header
   - task: Bash@3
     displayName: Build offload
@@ -237,15 +236,14 @@ jobs:
       AOMP_USE_NINJA: 1
       ALTAOMP: $(Agent.BuildDirectory)/rocm/llvm
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
       INSTALL_OPENMP: $(Build.BinariesDirectory)
   - task: Bash@3
-    displayName: Build flang-legacy
+    displayName: Build llvm-classic
     inputs:
-      filePath: $(Build.SourcesDirectory)/aomp/bin/build_flang-legacy.sh
+      filePath: $(Build.SourcesDirectory)/aomp/bin/build_llvm-classic.sh
     env:
       AOMP_REPOS: $(Build.SourcesDirectory)
       AOMP_PROJECT_REPO_NAME: llvm-project
@@ -254,14 +252,13 @@ jobs:
       AOMP_BUILD_DEBUG: 0
       AOMP_USE_NINJA: 1
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
   - task: Bash@3
-    displayName: Install flang-legacy
+    displayName: Install llvm-classic
     inputs:
-      filePath: $(Build.SourcesDirectory)/aomp/bin/build_flang-legacy.sh
+      filePath: $(Build.SourcesDirectory)/aomp/bin/build_llvm-classic.sh
       arguments: install
     env:
       AOMP_REPOS: $(Build.SourcesDirectory)
@@ -275,6 +272,37 @@ jobs:
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
+  - task: Bash@3
+    displayName: Build flang-classic
+    inputs:
+      filePath: $(Build.SourcesDirectory)/aomp/bin/build_flang-classic.sh
+    env:
+      AOMP_REPOS: $(Build.SourcesDirectory)
+      AOMP_PROJECT_REPO_NAME: llvm-project
+      AOMP_STANDALONE_BUILD: 0
+      AOMP_BUILD_SANITIZER: 0
+      AOMP_BUILD_DEBUG: 0
+      AOMP_USE_NINJA: 1
+      INSTALL_PREFIX: $(Build.BinariesDirectory)
+      LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
+      AOMP: $(Build.BinariesDirectory)
+      AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
+  - task: Bash@3
+    displayName: Install flang-classic
+    inputs:
+      filePath: $(Build.SourcesDirectory)/aomp/bin/build_flang-classic.sh
+      arguments: install
+    env:
+      AOMP_REPOS: $(Build.SourcesDirectory)
+      AOMP_PROJECT_REPO_NAME: llvm-project
+      AOMP_STANDALONE_BUILD: 0
+      AOMP_BUILD_SANITIZER: 0
+      AOMP_BUILD_DEBUG: 0
+      AOMP_USE_NINJA: 1
+      INSTALL_PREFIX: $(Build.BinariesDirectory)
+      LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
+      AOMP: $(Build.BinariesDirectory)
+      AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
   - task: Bash@3
     displayName: Build pgmath
     inputs:
@@ -287,11 +315,9 @@ jobs:
       AOMP_BUILD_DEBUG: 0
       AOMP_USE_NINJA: 1
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
-      INSTALL_FLANG: $(Build.BinariesDirectory)
   - task: Bash@3
     displayName: Install pgmath
     inputs:
@@ -305,11 +331,9 @@ jobs:
       AOMP_BUILD_DEBUG: 0
       AOMP_USE_NINJA: 1
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
-      INSTALL_FLANG: $(Build.BinariesDirectory)
   - task: Bash@3
     displayName: Build flang
     inputs:
@@ -322,11 +346,9 @@ jobs:
       AOMP_BUILD_DEBUG: 0
       AOMP_USE_NINJA: 1
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
-      INSTALL_FLANG: $(Build.BinariesDirectory)
   - task: Bash@3
     displayName: Install flang
     inputs:
@@ -340,11 +362,9 @@ jobs:
       AOMP_BUILD_DEBUG: 0
       AOMP_USE_NINJA: 1
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
-      INSTALL_FLANG: $(Build.BinariesDirectory)
   - task: Bash@3
     displayName: Build flang_runtime
     inputs:
@@ -357,11 +377,9 @@ jobs:
       AOMP_BUILD_DEBUG: 0
       AOMP_USE_NINJA: 1
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
-      INSTALL_FLANG: $(Build.BinariesDirectory)
   - task: Bash@3
     displayName: Install flang_runtime
     inputs:
@@ -375,24 +393,36 @@ jobs:
       AOMP_BUILD_DEBUG: 0
       AOMP_USE_NINJA: 1
       INSTALL_PREFIX: $(Build.BinariesDirectory)
-      CMAKE_INSTALL_PREFIX: $(Build.BinariesDirectory)
       LLVM_PROJECT_ROOT: $(Build.SourcesDirectory)/llvm-project
       AOMP: $(Build.BinariesDirectory)
       AOMP_INSTALL_DIR: $(Build.BinariesDirectory)
-      INSTALL_FLANG: $(Build.BinariesDirectory)
 # Clean up build environment before publish artifact
   - script: |
-      rm $(Build.BinariesDirectory)/bin/clang
-      rm $(Build.BinariesDirectory)/bin/clang++
-      rm $(Build.BinariesDirectory)/bin/llvm-config
+      rm $(Build.BinariesDirectory)/lib/llvm/bin/clang
+      rm $(Build.BinariesDirectory)/lib/llvm/bin/clang++
+      rm $(Build.BinariesDirectory)/lib/llvm/bin/llvm-config
+      rm $(Build.BinariesDirectory)/lib/llvm/bin/flang
       rm $(Build.BinariesDirectory)/llvm
     displayName: Remove temporary symbolic links
+# aomp scripts changed where files get installed in scripts, copy to expected location
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
+    parameters:
+      sourceDir: $(Build.BinariesDirectory)/lib/llvm
+      targetDir: $(Build.ArtifactStagingDirectory)
+# Remove temporary directory used to deal with expected paths of scripts
+  - script: |
+      rm -rf $(Build.BinariesDirectory)/lib/llvm
+    displayName: Remove temporary directories
 # Copy the files to artifact staging temporarily to clean up binaries directory
 # and then copy files back to llvm subdirectory in the cleaned up binaries directory
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
     parameters:
       sourceDir: $(Build.BinariesDirectory)
       targetDir: $(Build.ArtifactStagingDirectory)
+      clean: false
+  - script: |
+      ln -s $(Build.ArtifactStagingDirectory)/bin/flang-classic $(Build.ArtifactStagingDirectory)/bin/flang
+    displayName: Recreate flang symlink
   - task: DeleteFiles@1
     displayName: 'Cleanup Binaries Directory'
     inputs:
@@ -409,11 +439,12 @@ jobs:
       SourceFolder: $(Build.ArtifactStagingDirectory)
       Contents: '/**/*'
       RemoveDotFiles: true
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: aomp_testing
   dependsOn: aomp
-  condition: succeeded()
+  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 +503,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -95,13 +93,16 @@ jobs:
         -DCMAKE_BUILD_TYPE=Release
         -DGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: composable_kernel_testing
   dependsOn: composable_kernel
-  condition: succeeded()
+  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 +138,7 @@ 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

@@ -25,8 +25,9 @@ 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
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/half.yml

@@ -52,6 +52,7 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DBUILD_FILE_REORG_BACKWARD_COMPATIBILITY=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
   # only run test03 because test11 has too many test cases, taking way too long
   - task: Bash@3

.azuredevops/components/hip-tests.yml

@@ -52,8 +52,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -84,6 +82,9 @@ jobs:
         -DHIP_PATH=$(Agent.BuildDirectory)/rocm
         -DOFFLOAD_ARCH_STR="--offload-arch=$(JOB_GPU_TARGET)"
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
@@ -91,7 +92,7 @@ jobs:
 - job: hip_tests_testing
   timeoutInMinutes: 240
   dependsOn: hip_tests
-  condition: succeeded()
+  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
@@ -133,13 +134,14 @@ 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
+    condition: always()
     inputs:
       targetType: inline
       script: sudo rm -rf /opt/rocm

.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: ${{ variables.BASE_BUILD_POOL }}
   workspace:
     clean: all
@@ -59,4 +59,5 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/hipBLAS.yml

@@ -16,6 +16,10 @@ parameters:
     - libgtest-dev
     - wget
     - python3-pip
+- name: pipModules
+  type: object
+  default:
+    - pyyaml
 - name: rocmDependencies
   type: object
   default:
@@ -59,12 +63,11 @@ 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 }}
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
     parameters:
@@ -92,13 +95,16 @@ jobs:
         -DBUILD_CLIENTS_SAMPLES=OFF
         -DCPACK_SET_DESTDIR=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipBLAS_testing
   dependsOn: hipBLAS
-  condition: succeeded()
+  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 +120,7 @@ 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:
@@ -132,6 +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: 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -143,6 +142,9 @@ jobs:
         -DCMAKE_PREFIX_PATH="$(Agent.BuildDirectory)/rocm"
         -DBUILD_CLIENTS_TESTS=ON
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
@@ -150,7 +152,7 @@ jobs:
 
 - job: hipBLASLt_testing
   dependsOn: hipBLASLt
-  condition: succeeded()
+  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 +168,7 @@ 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 +187,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -72,13 +70,16 @@ jobs:
         -DBUILD_TEST=ON
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipCUB_testing
   dependsOn: hipCUB
-  condition: succeeded()
+  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 +113,7 @@ 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:
@@ -90,13 +88,16 @@ jobs:
         -DBUILD_CLIENTS_BENCHMARKS=OFF
         -DBUILD_CLIENTS_SAMPLES=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipFFT_testing
   dependsOn: hipFFT
-  condition: succeeded()
+  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 +131,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -76,13 +74,16 @@ jobs:
         -DCMAKE_BUILD_TYPE=Release
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipRAND_testing
   dependsOn: hipRAND
-  condition: succeeded()
+  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 +117,7 @@ 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:
@@ -97,13 +95,16 @@ jobs:
         -DBUILD_CLIENTS_TESTS=ON
         -DUSE_CUDA=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipSOLVER_testing
   dependsOn: hipSOLVER
-  condition: succeeded()
+  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 +138,7 @@ 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:
@@ -81,6 +79,10 @@ jobs:
         -DBUILD_CLIENTS_TESTS=ON
         -DBUILD_CLIENTS_SAMPLES=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      artifactName: hipSPARSE
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       artifactName: hipSPARSE
@@ -97,7 +99,7 @@ jobs:
 
 - job: hipSPARSE_testing
   dependsOn: hipSPARSE
-  condition: succeeded()
+  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 +133,7 @@ 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

@@ -117,13 +117,16 @@ jobs:
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -DBUILD_CLIENTS_TESTS=ON
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipSPARSELt_testing
   dependsOn: hipSPARSELt
-  condition: succeeded()
+  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 +154,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -72,6 +70,9 @@ jobs:
         -DHIPTENSOR_BUILD_TESTS=ON
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
       multithreadFlag: -- -j32
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
@@ -79,7 +80,7 @@ jobs:
 - job: hipTensor_testing
   timeoutInMinutes: 90
   dependsOn: hipTensor
-  condition: succeeded()
+  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 +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: hipTensor

.azuredevops/components/hipfort.yml

@@ -51,8 +51,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -88,13 +86,16 @@ jobs:
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -DBUILD_TESTING=ON
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: hipfort_testing
   dependsOn: hipfort
-  condition: succeeded()
+  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 +140,7 @@ 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/llvm-project.yml

@@ -27,6 +27,8 @@ jobs:
   - template: /.azuredevops/variables-global.yml
   - name: HIP_DEVICE_LIB_PATH
     value: '$(Build.BinariesDirectory)/amdgcn/bitcode'
+  - name: HIP_PATH
+    value: '$(Agent.BuildDirectory)/rocm'
   pool: ${{ variables.MEDIUM_BUILD_POOL }}
   workspace:
     clean: all
@@ -124,6 +126,7 @@ jobs:
       componentName: comgr
       extraBuildFlags: >-
         -DCMAKE_PREFIX_PATH="$(Build.SourcesDirectory)/llvm/build;$(Build.SourcesDirectory)/amd/device-libs/build"
+        -DCOMGR_DISABLE_SPIRV=1
         -DCMAKE_BUILD_TYPE=Release
       cmakeBuildDir: 'amd/comgr/build'
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
@@ -139,4 +142,5 @@ jobs:
         -DCMAKE_BUILD_TYPE=Release
         -DHIPCC_BACKWARD_COMPATIBILITY=OFF
       cmakeBuildDir: 'amd/hipcc/build'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -128,14 +127,19 @@ jobs:
       componentName: omnitrace
   - task: Bash@3
     displayName: Remove ROCm binaries from PATH
+    condition: always()
     inputs:
       targetType: inline
       script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/bin;;' -e 's;^/;;' -e 's;/$;;')"
   - task: Bash@3
     displayName: Remove ROCm compilers from PATH
+    condition: always()
     inputs:
       targetType: inline
       script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/llvm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rccl.yml

@@ -60,8 +60,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -95,6 +93,9 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Agent.BuildDirectory)/rocm/share/rocm/cmake/
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
@@ -102,7 +103,7 @@ jobs:
 - job: rccl_testing
   timeoutInMinutes: 120
   dependsOn: rccl
-  condition: succeeded()
+  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 +137,7 @@ 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

@@ -19,15 +19,19 @@ parameters:
     - libtool
     - pkg-config
     - libdrm-dev
+    - libnuma-dev
     - libyaml-cpp-dev
 - name: rocmDependencies
   type: object
   default:
     - amdsmi
     - clr
+    - hipBLAS-common
+    - hipBLASLt
     - llvm-project
     - rocBLAS
     - rocm-cmake
+    - rocm-core
     - rocminfo
     - rocm_smi_lib
     - ROCmValidationSuite
@@ -60,8 +64,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -107,13 +109,17 @@ jobs:
         -DBUILD_RVS=ON
         -DBUILD_PROFILER=ON
         -DBUILD_TESTS=ON
+        -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rdc_testing
   dependsOn: rdc
-  condition: succeeded()
+  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 +137,8 @@ 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 +164,7 @@ 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'
@@ -151,13 +150,16 @@ jobs:
         -DCMAKE_INSTALL_PREFIX_PYTHON=$Python3_STDARCH
         -DCMAKE_BUILD_TYPE=Release
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocAL_testing
   dependsOn: rocAL
-  condition: succeeded()
+  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
@@ -220,13 +222,14 @@ 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
+    condition: always()
     inputs:
       targetType: inline
       script: |

.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:
@@ -92,13 +90,16 @@ jobs:
         -DBUILD_CLIENTS_BENCHMARKS=OFF
         -DBUILD_CLIENTS_SAMPLES=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocALUTION_testing
   dependsOn: rocALUTION
-  condition: succeeded()
+  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 +133,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -115,13 +114,16 @@ jobs:
         -DBUILD_CLIENTS_SAMPLES=OFF
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocBLAS_testing
   dependsOn: rocBLAS
-  condition: succeeded()
+  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 +158,7 @@ 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
 
@@ -84,15 +85,18 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DCMAKE_BUILD_TYPE=Release
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: rocDecode_testing
   dependsOn: rocDecode
-  condition: succeeded()
+  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 +105,18 @@ 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 }}
@@ -128,8 +144,10 @@ 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
       testDir: 'rocDecode-tests'
   - script: sudo rm /opt/rocm
+    condition: always()

.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:
@@ -89,13 +87,16 @@ jobs:
         -DBUILD_CLIENTS_BENCHMARKS=OFF
         -DBUILD_CLIENTS_SAMPLES=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocFFT_testing
   dependsOn: rocFFT
-  condition: succeeded()
+  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 +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: rocFFT

.azuredevops/components/rocJPEG.yml

@@ -0,0 +1,148 @@
+parameters:
+- name: checkoutRepo
+  type: string
+  default: 'self'
+- name: checkoutRef
+  type: string
+  default: ''
+- name: aptPackages
+  type: object
+  default:
+    - cmake
+    - libdrm-dev
+    - libstdc++-12-dev
+    - libva-amdgpu-dev
+    - mesa-amdgpu-va-drivers
+    - ninja-build
+    - pkg-config
+- name: rocmDependencies
+  type: object
+  default:
+    - clr
+    - llvm-project
+    - rocm-cmake
+    - rocminfo
+    - rocm-core
+    - rocprofiler-register
+    - ROCR-Runtime
+- name: rocmTestDependencies
+  type: object
+  default:
+    - clr
+    - llvm-project
+    - rocminfo
+    - rocprofiler-register
+    - ROCR-Runtime
+
+jobs:
+- job: rocJPEG
+  variables:
+  - group: common
+  - template: /.azuredevops/variables-global.yml
+  pool:
+    vmImage: ${{ variables.BASE_BUILD_POOL }}
+  workspace:
+    clean: all
+  steps:
+  # Since mesa-amdgpu-multimedia-devel is not directly available from apt, register it
+  - task: Bash@3
+    displayName: 'Register ROCm packages'
+    inputs:
+      targetType: inline
+      script: |
+        sudo mkdir --parents --mode=0755 /etc/apt/keyrings
+        wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null
+        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/amdgpu/${{ variables.KEYRING_VERSION }}/ubuntu jammy main" | sudo tee /etc/apt/sources.list.d/amdgpu.list
+        echo "deb [arch=amd64 signed-by=/etc/apt/keyrings/rocm.gpg] https://repo.radeon.com/rocm/apt/${{ variables.KEYRING_VERSION }} jammy main" | sudo tee --append /etc/apt/sources.list.d/rocm.list
+        echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
+        sudo apt update
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
+    parameters:
+      aptPackages: ${{ parameters.aptPackages }}
+  - 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, 'develop') }}:
+        dependencySource: staging
+      # manual build case: triggered by ROCm/ROCm repo
+      ${{ elseif ne(parameters.checkoutRef, 'develop') }}:
+        dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+    parameters:
+      extraBuildFlags: >-
+        -DROCM_PATH=$(Agent.BuildDirectory)/rocm
+        -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DCMAKE_BUILD_TYPE=Release
+        -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
+
+- job: rocJPEG_testing
+  dependsOn: rocJPEG
+  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:
+    name: $(JOB_TEST_POOL)
+    demands: firstRenderDeviceAccess
+  workspace:
+    clean: all
+  strategy:
+    matrix:
+      gfx942:
+        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 }}
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
+    parameters:
+      ${{ if eq(parameters.checkoutRef, 'develop') }}:
+        dependencySource: staging
+      ${{ elseif ne(parameters.checkoutRef, 'develop') }}:
+        dependencySource: tag-builds
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
+    parameters:
+      dependencyList: ${{ parameters.rocmTestDependencies }}
+      gpuTarget: $(JOB_GPU_TARGET)
+      ${{ if eq(parameters.checkoutRef, 'develop') }}:
+        dependencySource: staging
+      ${{ elseif ne(parameters.checkoutRef, 'develop') }}:
+        dependencySource: tag-builds
+  # anything in /opt may be persistent across runs
+  # so we need to remove the symlink if it already exists
+  - script: |
+      sudo rm -rf /opt/rocm
+      sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
+      mkdir rocJPEG-tests
+      cd rocJPEG-tests
+      cmake $(Agent.BuildDirectory)/rocm/share/rocjpeg/test
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+    parameters:
+      componentName: rocJPEG
+      testDir: 'rocJPEG-tests'
+  - script: sudo rm /opt/rocm
+    condition: always()

.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
@@ -62,20 +63,24 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DBUILD_FAT_LIBROCKCOMPILER=1
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 # compiling and running test on the test system together
 - job: rocMLIR_testing
+  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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -119,6 +124,7 @@ jobs:
         -DAMDGPU_TARGETS=$(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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -71,13 +69,16 @@ jobs:
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -DBUILD_TEST=ON
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocPRIM_testing
   dependsOn: rocPRIM
-  condition: succeeded()
+  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 +112,7 @@ 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:
@@ -80,15 +80,26 @@ 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)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
@@ -116,11 +127,13 @@ jobs:
 
 - job: rocPyDecode_testing
   dependsOn: rocPyDecode
-  condition: succeeded()
+  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 +142,35 @@ 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, '') }}:
@@ -144,31 +181,49 @@ jobs:
     parameters:
       dependencyList: ${{ parameters.rocmDependencies }}
       gpuTarget: $(JOB_GPU_TARGET)
+      setupHIPLibrarySymlinks: true
       ${{ if eq(parameters.checkoutRef, '') }}:
         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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -73,13 +71,16 @@ jobs:
         -DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocRAND_testing
   dependsOn: rocRAND
-  condition: succeeded()
+  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 +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: 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:
@@ -107,13 +105,16 @@ jobs:
         -DBUILD_CLIENTS_BENCHMARKS=OFF
         -DBUILD_CLIENTS_SAMPLES=OFF
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocSOLVER_testing
   dependsOn: rocSOLVER
-  condition: succeeded()
+  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 +148,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -90,6 +88,10 @@ jobs:
         -DBUILD_CLIENTS_BENCHMARKS=OFF
         -DCMAKE_MODULE_PATH=$(Agent.BuildDirectory)/rocm/lib/cmake/hip;$(Agent.BuildDirectory)/rocm/hip/cmake
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      artifactName: rocSPARSE
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       artifactName: rocSPARSE
@@ -107,7 +109,7 @@ jobs:
 - job: rocSPARSE_testing
   timeoutInMinutes: 90
   dependsOn: rocSPARSE
-  condition: succeeded()
+  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 +143,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -76,13 +74,16 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -DBUILD_TEST=ON
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocThrust_testing
   dependsOn: rocThrust
-  condition: succeeded()
+  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 +117,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -85,8 +83,12 @@ jobs:
         -DROCWMMA_BUILD_TESTS=ON
         -DROCWMMA_BUILD_SAMPLES=OFF
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
+        -DCMAKE_BUILD_WITH_INSTALL_RPATH=ON
         -GNinja
 # gfx1030 not supported in documentation
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
@@ -94,7 +96,7 @@ jobs:
 - job: rocWMMA_testing
   timeoutInMinutes: 90
   dependsOn: rocWMMA
-  condition: succeeded()
+  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 +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: rocWMMA

.azuredevops/components/rocm-cmake.yml

@@ -47,4 +47,5 @@ jobs:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rocm-cmake
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/rocm-core.yml

@@ -30,4 +30,5 @@ jobs:
         -DCPACK_DEBIAN_PACKAGE_RELEASE="local.9999~99.99"
         -DCPACK_RPM_PACKAGE_RELEASE="local.9999"
         -DROCM_VERSION="$(next-release)"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/rocm-examples.yml

@@ -10,6 +10,7 @@ parameters:
   default:
     - cmake
     - libglfw3-dev
+    - libtbb-dev
     - python3-pip
 - name: rocmDependencies
   type: object
@@ -60,6 +61,7 @@ parameters:
     - rocSOLVER
     - rocSPARSE
     - rocThrust
+    - roctracer
 
 jobs:
 - job: rocm_examples
@@ -73,8 +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:
@@ -110,13 +110,16 @@ jobs:
       script: |
         mkdir -p $(Build.BinariesDirectory)/examples
         mv $(Build.BinariesDirectory)/bin/* $(Build.BinariesDirectory)/examples
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocm_examples_testing
   dependsOn: rocm_examples
-  condition: succeeded()
+  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 +138,9 @@ 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 +155,18 @@ 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
 
@@ -68,11 +69,12 @@ jobs:
         -DCMAKE_MODULE_PATH=$(Build.SourcesDirectory)/cmake_modules
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Agent.BuildDirectory)/rocm/include;$(Agent.BuildDirectory)/rocm/include/hsa
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: rocm_bandwidth_test_testing
   dependsOn: rocm_bandwidth_test
-  condition: succeeded()
+  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 +101,7 @@ 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

@@ -25,11 +25,12 @@ jobs:
       extraBuildFlags: >-
         -DBUILD_TESTS=ON
         -DROCM_DEP_ROCMCORE=ON
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: rocm_smi_lib_testing
   dependsOn: rocm_smi_lib
-  condition: succeeded()
+  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 +45,9 @@ 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

@@ -45,11 +45,12 @@ jobs:
       extraBuildFlags: >-
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DROCRTST_BLD_TYPE=release
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: rocminfo_testing
   dependsOn: rocminfo
-  condition: succeeded()
+  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 +73,9 @@ 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
@@ -40,13 +41,14 @@ parameters:
     - rocm-cmake
     - rocm-core
     - rocminfo
+    - rocm_smi_lib
     - ROCR-Runtime
     - rocprofiler
     - rocprofiler-register
     - roctracer
 
 jobs:
-- job: omniperf
+- job: rocprofiler_compute
   variables:
   - group: common
   - template: /.azuredevops/variables-global.yml
@@ -58,8 +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:
@@ -86,13 +86,17 @@ jobs:
       ${{ elseif ne(parameters.checkoutRef, '') }}:
         dependencySource: tag-builds
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
-- job: omniperf_testing
-  dependsOn: omniperf
-  condition: succeeded()
+- job: rocprofiler_compute_testing
+  timeoutInMinutes: 120
+  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 +116,14 @@ 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: ${{ parameters.checkoutRepo }}
@@ -147,21 +159,25 @@ jobs:
         -DCMAKE_C_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang
         -DCMAKE_MODULE_PATH=$(Agent.BuildDirectory)/rocm/lib/cmake/hip
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
+        -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -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: $(Build.BinariesDirectory)/libexec/rocprofiler-compute
+      testExecutable: ROCPROFCOMPUTE_ARCH_OVERRIDE="MI300X" ROCM_PATH=$(Agent.BuildDirectory)/rocm ctest
   - task: Bash@3
     displayName: Remove ROCm binaries from PATH
+    condition: always()
     inputs:
       targetType: inline
       script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/bin;;' -e 's;^/;;' -e 's;/$;;')"
   - task: Bash@3
     displayName: Remove ROCm compilers from PATH
+    condition: always()
     inputs:
       targetType: inline
       script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/llvm/bin;;' -e 's;^/;;' -e 's;/$;;')"

.azuredevops/components/rocprofiler-register.yml

@@ -34,4 +34,5 @@ jobs:
     parameters:
       componentName: rocprofiler-register
       testDir: 'tests/build'
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml

.azuredevops/components/rocprofiler-sdk.yml

@@ -41,6 +41,7 @@ parameters:
     - ROCR-Runtime
     - rocprofiler-register
     - roctracer
+    - aomp
 
 jobs:
 - job: rocprofilersdk
@@ -55,8 +56,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -90,6 +89,9 @@ jobs:
         -DROCPROFILER_BUILD_SAMPLES=OFF
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
       multithreadFlag: -- -j2
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)

.azuredevops/components/rocprofiler-systems.yml

@@ -0,0 +1,154 @@
+# 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
+    - rocprofiler-sdk
+
+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-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)
+      # 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
+        -DROCM_PATH=$(Agent.BuildDirectory)/rocm
+        -DROCPROFSYS_BUILD_TESTING=ON
+        -DROCPROFSYS_BUILD_DYNINST=ON
+        -DROCPROFSYS_BUILD_LIBUNWIND=ON
+        -DROCPROFSYS_DISABLE_EXAMPLES="openmp-target"
+        -DDYNINST_BUILD_TBB=ON
+        -DDYNINST_BUILD_ELFUTILS=ON
+        -DDYNINST_BUILD_LIBIBERTY=ON
+        -DDYNINST_BUILD_BOOST=ON
+        -DROCPROFSYS_USE_PAPI=ON
+        -DROCPROFSYS_USE_MPI=ON
+        -DAMDGPU_TARGETS=$(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: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
+    parameters:
+      componentName: rocprofiler-systems
+  - task: Bash@3
+    displayName: Remove ROCm binaries from PATH
+    condition: always()
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - task: Bash@3
+    displayName: Remove ROCm compilers from PATH
+    condition: always()
+    inputs:
+      targetType: inline
+      script: echo "##vso[task.setvariable variable=PATH]$(echo $PATH | sed -e 's;:$(Agent.BuildDirectory)/rocm/llvm/bin;;' -e 's;^/;;' -e 's;/$;;')"
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
+  - 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -94,13 +92,16 @@ jobs:
         -DGPU_TARGETS=$(JOB_GPU_TARGET)
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
       multithreadFlag: -- -j32
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rocprofiler_testing
   dependsOn: rocprofiler
-  condition: succeeded()
+  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 +142,7 @@ 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

@@ -68,11 +68,12 @@ jobs:
         -DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
         -DROCM_PATH=$(Agent.BuildDirectory)/rocm
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
 
 - job: rocr_debug_agent_testing
   dependsOn: rocr_debug_agent
-  condition: succeeded()
+  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 +115,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -77,14 +76,18 @@ jobs:
         -DCMAKE_MODULE_PATH=$(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/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: roctracer_testing
   dependsOn: roctracer
-  condition: succeeded()
+  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 +121,7 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
     parameters:
@@ -87,13 +85,16 @@ jobs:
         -DCMAKE_BUILD_TYPE=Release
         -DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
         -GNinja
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
+    parameters:
+      gpuTarget: $(JOB_GPU_TARGET)
   - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
     parameters:
       gpuTarget: $(JOB_GPU_TARGET)
 
 - job: rpp_testing
   dependsOn: rpp
-  condition: succeeded()
+  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
@@ -173,9 +174,11 @@ 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
     parameters:
       componentName: rpp
       testExecutable: 'export PATH=$(Agent.BuildDirectory)/rocm/llvm/bin:$PATH; CC=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang CMAKE_VERBOSE_MAKEFILE=ON VERBOSE=1 ctest'
       testDir: 'rpp-tests'
   - script: sudo rm /opt/rocm
+    condition: always()

.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:
@@ -140,6 +142,10 @@ parameters:
     - binary_ufuncs
     - autograd
 #    - inductor/torchinductor takes too long
+# set to false to disable torchvision build and test
+- name: includeVision
+  type: boolean
+  default: false
 
 trigger: none
 pr: none
@@ -159,13 +165,10 @@ 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 +189,7 @@ 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 +226,27 @@ 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: Temporarily Patch CK Submodule
+    inputs:
+      targetType: inline
+      script: git pull origin develop
+      workingDirectory: $(Build.SourcesDirectory)/pytorch/third_party/composable_kernel
   - task: Bash@3
     displayName: Install patchelf
     inputs:
@@ -287,68 +299,69 @@ jobs:
         PYTORCH_BUILD_VERSION=$(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)
       contentsString: '*.whl'
 # common helper source for pytorch vision and audio
-  - task: Bash@3
-    displayName: git clone pytorch test-infra
-    inputs:
-      targetType: inline
-      script: git clone https://github.com/pytorch/test-infra.git --depth=1 --recurse-submodules
-      workingDirectory: $(Build.SourcesDirectory)
-  - task: Bash@3
-    displayName: install package helper
-    inputs:
-      targetType: inline
-      script: python3 -m pip install test-infra/tools/pkg-helpers
-      workingDirectory: $(Build.SourcesDirectory)
-  - task: Bash@3
-    displayName: pytorch pkg helpers
-    inputs:
-      targetType: inline
-      script: CU_VERSION=${CU_VERSION} CHANNEL=${CHANNEL} python -m pytorch_pkg_helpers
-# get torch vision source and build
-  - task: Bash@3
-    displayName: git clone pytorch vision
-    inputs:
-      targetType: inline
-      script: git clone https://github.com/pytorch/vision.git --depth=1 --recurse-submodules
-      workingDirectory: $(Build.SourcesDirectory)
-  - task: Bash@3
-    displayName: Build vision
-    inputs:
-      targetType: inline
-      script: >-
-        TORCH_PACKAGE_NAME=torch.$(ROCM_BRANCH).$(JOB_GPU_TARGET)
-        TORCHVISION_PACKAGE_NAME=torchvision.$(ROCM_BRANCH).$(JOB_GPU_TARGET)
-        PYTORCH_VERSION=$(cat $(Build.SourcesDirectory)/pytorch/version.txt | cut -da -f1)post$(date -u +%Y%m%d)
-        BUILD_VERSION=$(cat $(Build.SourcesDirectory)/vision/version.txt | cut -da -f1)post$(date -u +%Y%m%d)
-        python3 setup.py bdist_wheel
-      workingDirectory: $(Build.SourcesDirectory)/vision
-  - task: Bash@3
-    displayName: Relocate vision
-    inputs:
-      targetType: inline
-      script: python3 packaging/wheel/relocate.py
-      workingDirectory: $(Build.SourcesDirectory)/vision
-  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
-    parameters:
-      sourceDir: $(Build.SourcesDirectory)/vision/dist
-      contentsString: '*.whl'
-      clean: false
+  - ${{ if eq(parameters.includeVision, true) }}:
+    - task: Bash@3
+      displayName: git clone pytorch test-infra
+      inputs:
+        targetType: inline
+        script: git clone https://github.com/pytorch/test-infra.git --depth=1 --recurse-submodules
+        workingDirectory: $(Build.SourcesDirectory)
+    - task: Bash@3
+      displayName: install package helper
+      inputs:
+        targetType: inline
+        script: python3 -m pip install test-infra/tools/pkg-helpers
+        workingDirectory: $(Build.SourcesDirectory)
+    - task: Bash@3
+      displayName: pytorch pkg helpers
+      inputs:
+        targetType: inline
+        script: CU_VERSION=${CU_VERSION} CHANNEL=${CHANNEL} python -m pytorch_pkg_helpers
+  # get torch vision source and build
+    - task: Bash@3
+      displayName: git clone pytorch vision
+      inputs:
+        targetType: inline
+        script: git clone https://github.com/pytorch/vision.git --depth=1 --recurse-submodules
+        workingDirectory: $(Build.SourcesDirectory)
+    - task: Bash@3
+      displayName: Build vision
+      inputs:
+        targetType: inline
+        script: >-
+          TORCH_PACKAGE_NAME=torch.$(ROCM_BRANCH).$(JOB_GPU_TARGET)
+          TORCHVISION_PACKAGE_NAME=torchvision.$(ROCM_BRANCH).$(JOB_GPU_TARGET)
+          PYTORCH_VERSION=$(cat $(Build.SourcesDirectory)/pytorch/version.txt | cut -da -f1)post$(date -u +%Y%m%d)
+          BUILD_VERSION=$(cat $(Build.SourcesDirectory)/vision/version.txt | cut -da -f1)post$(date -u +%Y%m%d)
+          python3 setup.py bdist_wheel
+        workingDirectory: $(Build.SourcesDirectory)/vision
+    - task: Bash@3
+      displayName: Relocate vision
+      inputs:
+        targetType: inline
+        script: python3 packaging/wheel/relocate.py
+        workingDirectory: $(Build.SourcesDirectory)/vision
+    - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
+      parameters:
+        sourceDir: $(Build.SourcesDirectory)/vision/dist
+        contentsString: '*.whl'
+        clean: false
   - task: PublishPipelineArtifact@1
     displayName: 'wheel file Publish'
     retryCountOnTaskFailure: 3
     inputs:
       targetPath: $(Build.BinariesDirectory)
 
-- job: torchvision_testing
+- job: pytorch_testing
   dependsOn: pytorch
-  condition: succeeded()
+  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 +390,6 @@ 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'
@@ -400,12 +412,13 @@ jobs:
       targetType: inline
       script: git clone https://github.com/pytorch/pytorch.git --depth=1 --recurse-submodules
       workingDirectory: $(Build.SourcesDirectory)
-  - task: Bash@3
-    displayName: git clone pytorch vision
-    inputs:
-      targetType: inline
-      script: git clone https://github.com/pytorch/vision.git --depth=1 --recurse-submodules
-      workingDirectory: $(Build.SourcesDirectory)
+  - ${{ if eq(parameters.includeVision, true) }}:
+    - task: Bash@3
+      displayName: git clone pytorch vision
+      inputs:
+        targetType: inline
+        script: git clone https://github.com/pytorch/vision.git --depth=1 --recurse-submodules
+        workingDirectory: $(Build.SourcesDirectory)
   - task: Bash@3
     displayName: Install Wheel Files
     inputs:
@@ -509,13 +522,14 @@ jobs:
           script: pytest test/test_${{ torchTest }}.py
 # Reference on what tests to run for torchvision found in private repo:
 # https://github.com/ROCm/rocAutomation/blob/jenkins-pipelines/pytorch/pytorch_ci/test_torchvision.sh#L51
-  - task: Bash@3
-    displayName: Test vision/transforms
-    continueOnError: true
-    inputs:
-      targetType: inline
-      script: pytest test/test_transforms.py
-      workingDirectory: $(Build.SourcesDirectory)/vision
+  - ${{ if eq(parameters.includeVision, true) }}:
+    - task: Bash@3
+      displayName: Test vision/transforms
+      continueOnError: true
+      inputs:
+        targetType: inline
+        script: pytest test/test_transforms.py
+        workingDirectory: $(Build.SourcesDirectory)/vision
   - task: Bash@3
     displayName: Uninstall Wheel Files
     inputs:

.azuredevops/nightly/rocm-nightly.yml

@@ -26,7 +26,6 @@ parameters:
     - llvm-project
     - MIOpen
     - MIVisionX
-    - omniperf
     - rccl
     - rdc
     - rocAL
@@ -36,6 +35,7 @@ parameters:
     - rocDecode
     - rocFFT
     - ROCgdb
+    - rocJPEG
     - rocm-cmake
     - rocm-core
     - rocm-examples
@@ -45,8 +45,10 @@ parameters:
     - rocm_bandwidth_test
     - rocm_smi_lib
     - rocPRIM
+    - rocprofiler-compute
     - rocprofiler-register
     - rocprofiler-sdk
+    - rocprofiler-systems
     - rocprofiler
     - rocPyDecode
     - ROCR-Runtime
@@ -81,8 +83,6 @@ jobs:
     matrix:
       gfx942:
         JOB_GPU_TARGET: gfx942
-      gfx90a:
-        JOB_GPU_TARGET: gfx90a
   steps:
   - task: DeleteFiles@1
     displayName: 'Cleanup checkout space'
@@ -108,6 +108,7 @@ jobs:
     displayName: System disk space after ROCm
   - script: du -sh $(Agent.BuildDirectory)/rocm
     displayName: Uncompressed ROCm size
+  - template: ${{ variables.CI_TEMPLATE_PATH }}/steps/manifest.yml
   - task: ArchiveFiles@2
     displayName: Compress rocm-nightly
     inputs:
@@ -119,7 +120,7 @@ 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/rocJPEG.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/rocJPEG
+    ref: ${{ parameters.checkoutRef }}
+
+trigger: none
+pr: none
+
+jobs:
+  - template: ${{ variables.CI_COMPONENT_PATH }}/rocJPEG.yml
+    parameters:
+      checkoutRepo: release_repo
+      checkoutRef: ${{ parameters.checkoutRef }}

.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

@@ -9,6 +9,10 @@ parameters:
 - name: useDefaultBranch
   type: boolean
   default: true
+# useMainlineBranch only processed if useDefaultBranch is false
+- name: useMainlineBranch
+  type: boolean
+  default: false
 - name: latestFromBranch
   type: boolean
   default: true
@@ -22,7 +26,7 @@ parameters:
   type: object
   default:
     AMDMIGraphX: develop
-    amdsmi: develop
+    amdsmi: amd-staging
     aomp-extras: aomp-dev
     aomp: aomp-dev
     clr: amd-staging
@@ -46,8 +50,9 @@ parameters:
     MIOpen: develop
     MIVisionX: develop
     omniperf: amd-staging
+    omnitrace: amd-staging
     rccl: develop
-    rdc: develop
+    rdc: amd-staging
     rocAL: develop
     rocALUTION: develop
     rocBLAS: develop
@@ -55,6 +60,7 @@ parameters:
     rocDecode: develop
     rocFFT: develop
     ROCgdb: amd-staging
+    rocJPEG: develop
     rocm-cmake: develop
     rocm-core: master
     rocm-examples: develop
@@ -62,11 +68,13 @@ parameters:
     rocMLIR: develop
     ROCmValidationSuite: master
     rocm_bandwidth_test: master
-    rocm_smi_lib: develop
+    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
@@ -77,26 +85,85 @@ parameters:
     roctracer: amd-staging
     rocWMMA: develop
     rpp: develop
-- name: allowPartiallySucceededBuilds
+- name: mainlineBranchList
   type: object
   default:
-    - amdsmi
-    - aomp
-    - HIPIFY
-    - MIVisionX
-    - omniperf
-    - rccl
-    - rdc
-    - rocm-cmake
-    - rocm_smi_lib
-    - rocFFT
-    - rpp
+    AMDMIGraphX: mainline
+    amdsmi: amd-mainline
+    aomp-extras: amd-mainline-open
+    aomp: amd-mainline-open
+    clr: amd-mainline
+    composable_kernel: mainline
+    half: rocm
+    HIP: amd-mainline
+    hip-tests: amd-mainline
+    hipBLAS: mainline
+    hipBLASLt: mainline
+    hipBLAS-common: mainline
+    hipCUB: mainline
+    hipFFT: mainline
+    hipfort: mainline
+    HIPIFY: amd-mainline
+    hipRAND: mainline
+    hipSOLVER: mainline
+    hipSPARSE: mainline
+    hipSPARSELt: mainline
+    hipTensor: mainline
+    llvm-project: amd-mainline-open
+    MIOpen: mainline
+    MIVisionX: mainline
+    omniperf: amd-mainline
+    omnitrace: amd-mainline
+    rccl: mainline
+    rdc: amd-mainline
+    rocAL: master # needs the yaml file
+    rocALUTION: mainline
+    rocBLAS: mainline
+    ROCdbgapi : amd-mainline
+    rocDecode: mainline
+    rocFFT: mainline
+    ROCgdb: amd-mainline-rocgdb-15
+    rocJPEG: mainline
+    rocm-cmake: mainline
+    rocm-core: amd-master
+    rocm-examples: develop # no mainline
+    rocminfo: amd-master
+    rocMLIR: mainline # needs the yaml file
+    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
+    rocSOLVER: mainline
+    rocSPARSE: mainline
+    rocThrust: mainline
+    roctracer: amd-master
+    rocWMMA: mainline
+    rpp: mainline
 # 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:
@@ -110,10 +177,11 @@ steps:
         buildVersionToDownload: latestFromBranch # default is 'latest'
     ${{ if eq(parameters.useDefaultBranch, true) }}:
       branchName: refs/heads/${{ parameters.defaultBranchList[parameters.componentName] }}
+    ${{ elseif eq(parameters.useMainlineBranch, true) }}:
+      branchName: refs/heads/${{ 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

@@ -9,6 +9,7 @@ parameters:
   default: staging
   values:
     - staging
+    - mainline
     - tag-builds
     - fixed
 - name: extractToMnt
@@ -54,6 +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)
@@ -63,6 +65,7 @@ parameters:
     rocDecode: $(ROCDECODE_PIPELINE_ID)
     rocFFT: $(ROCFFT_PIPELINE_ID)
     ROCgdb: $(ROCGDB_PIPELINE_ID)
+    rocJPEG: $(ROCJPEG_PIPELINE_ID)
     rocm-cmake: $(ROCM_CMAKE_PIPELINE_ID)
     rocm-core: $(ROCM_CORE_PIPELINE_ID)
     rocm-examples: $(ROCM_EXAMPLES_PIPELINE_ID)
@@ -72,8 +75,10 @@ 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)
@@ -114,6 +119,7 @@ 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)
@@ -123,6 +129,7 @@ parameters:
     rocDecode: $(ROCDECODE_TAGGED_PIPELINE_ID)
     rocFFT: $(ROCFFT_TAGGED_PIPELINE_ID)
     ROCgdb: $(ROCGDB_TAGGED_PIPELINE_ID)
+    rocJPEG: $(ROCJPEG_TAGGED_PIPELINE_ID)
     rocm-cmake: $(ROCM_CMAKE_TAGGED_PIPELINE_ID)
     rocm-core: $(ROCM_CORE_TAGGED_PIPELINE_ID)
     rocm-examples: $(ROCM_EXAMPLES_TAGGED_PIPELINE_ID)
@@ -132,8 +139,10 @@ 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)
@@ -156,6 +165,11 @@ parameters:
 - name: skipLlvmSymlink
   type: boolean
   default: false
+# set to true if dlopen calls for HIP libraries are causing failures
+# because they do not follow shared library symlink convention
+- name: setupHIPLibrarySymlinks
+  type: boolean
+  default: false
 # some ROCm components can specify GPU target and this will affect downloads
 - name: gpuTarget
   type: string
@@ -174,13 +188,16 @@ parameters:
     - hipRAND
     - hipSPARSELt
     - hipTensor
+    - omnitrace
     - rccl
     - rocALUTION
     - rocBLAS
     - rocFFT
     - rocm-examples
     - rocPRIM
+    - rocprofiler-compute
     - rocprofiler-sdk
+    - rocprofiler-systems
     - rocprofiler
     - rocPyDecode
     - rocRAND
@@ -216,6 +233,10 @@ steps:
         ${{ if eq(parameters.dependencySource, 'staging') }}:
           pipelineId: ${{ parameters.stagingPipelineIdentifiers[ split(dependency, ':')[0] ] }}
           latestFromBranch: ${{ parameters.latestFromBranch }}
+        ${{ elseif eq(parameters.dependencySource, 'mainline') }}:
+          pipelineId: ${{ parameters.stagingPipelineIdentifiers[ split(dependency, ':')[0] ] }}
+          useMainlineBranch: true
+          latestFromBranch: ${{ parameters.latestFromBranch }}
         ${{ elseif eq(parameters.dependencySource, 'tag-builds') }}:
           pipelineId: ${{ parameters.taggedPipelineIdentifiers[ split(dependency, ':')[0] ] }}
           latestFromBranch: false
@@ -232,6 +253,10 @@ steps:
         ${{ if eq(parameters.dependencySource, 'staging') }}:
           pipelineId: ${{ parameters.stagingPipelineIdentifiers[dependency] }}
           latestFromBranch: ${{ parameters.latestFromBranch }}
+        ${{ elseif eq(parameters.dependencySource, 'mainline') }}:
+          pipelineId: ${{ parameters.stagingPipelineIdentifiers[dependency] }}
+          useMainlineBranch: true
+          latestFromBranch: ${{ parameters.latestFromBranch }}
         ${{ elseif eq(parameters.dependencySource, 'tag-builds') }}:
           pipelineId: ${{ parameters.taggedPipelineIdentifiers[dependency] }}
           latestFromBranch: false
@@ -260,6 +285,37 @@ steps:
         for file in amdclang amdclang++ amdclang-cl amdclang-cpp amdflang amdlld aompcc mygpu mycpu offload-arch; do
           sudo ln -s $(Agent.BuildDirectory)/rocm/llvm/bin/$file $(Agent.BuildDirectory)/rocm/bin/$file
         done
+# dlopen calls within a ctest or pytest sequence runs into issues when shared library symlink convention is not followed
+# the convention is as follows:
+# unversioned .so is a symlink to major version .so
+# major version .so is a symlink to detailed version .so
+# HIP libraries do not follow this convention, and each .so is a copy of each other
+# changing the library structure to follow the symlink convention resolves some test failures
+- ${{ if eq(parameters.setupHIPLibrarySymlinks, true) }}:
+  - task: Bash@3
+    displayName: Setup symlinks for hip libraries
+    inputs:
+      targetType: inline
+      workingDirectory: $(Agent.BuildDirectory)/rocm/lib
+      script: |
+        LIBRARIES=("libamdhip64" "libhiprtc-builtins" "libhiprtc")
+        for LIB_NAME in "${LIBRARIES[@]}"; do
+            VERSIONED_SO=$(ls ${LIB_NAME}.so.* 2>/dev/null | grep -E "${LIB_NAME}\.so\.[0-9]+\.[0-9]+\.[0-9]+(-.*)?" | sort -V | tail -n 1)
+            if [[ -z "$VERSIONED_SO" ]]; then
+                continue
+            fi
+            MAJOR_VERSION=$(echo "$VERSIONED_SO" | grep -oP "${LIB_NAME}\.so\.\K[0-9]+")
+            if [[ -e "${LIB_NAME}.so.${MAJOR_VERSION}" && ! -L "${LIB_NAME}.so.${MAJOR_VERSION}" ]]; then
+                rm -f "${LIB_NAME}.so.${MAJOR_VERSION}"
+            fi
+            if [[ -e "${LIB_NAME}.so" && ! -L "${LIB_NAME}.so" ]]; then
+                rm -f "${LIB_NAME}.so"
+            fi
+            ln -sf "$VERSIONED_SO" "${LIB_NAME}.so.${MAJOR_VERSION}"
+            ln -sf "${LIB_NAME}.so.${MAJOR_VERSION}" "${LIB_NAME}.so"
+            echo "Symlinks created for $LIB_NAME:"
+            ls -l ${LIB_NAME}.so*
+        done
 - task: Bash@3
   displayName: 'List downloaded ROCm files'
   inputs:

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

@@ -29,17 +29,17 @@ steps:
         definition: ${{ parameters.definitionId }}
         buildId: ${{ parameters.buildId }}
       itemPattern: '**/*${{ parameters.gpuTarget }}*'
-      targetPath: $(System.ArtifactsDirectory)
+      targetPath: $(Pipeline.Workspace)/d
   - task: ExtractFiles@1
     displayName: 'Extract Pipeline Build'
     inputs:
-      archiveFilePatterns: '$(System.ArtifactsDirectory)/**/*.tar.gz'
+      archiveFilePatterns: '$(Pipeline.Workspace)/d/**/*.tar.gz'
       destinationFolder: '$(Agent.BuildDirectory)/rocm'
       cleanDestinationFolder: false
       overwriteExistingFiles: true
   - task: DeleteFiles@1
     displayName: 'Clean up Compressed Pipeline Build'
     inputs:
-      SourceFolder: '$(System.ArtifactsDirectory)'
+      SourceFolder: '$(Pipeline.Workspace)/d'
       Contents: '/**/*.tar.xz'
       RemoveDotFiles: true

.azuredevops/templates/steps/manifest.yml

@@ -0,0 +1,140 @@
+parameters:
+- name: artifactName
+  type: string
+  default: 'drop'
+- name: gpuTarget
+  type: string
+  default: ''
+
+steps:
+- task: Bash@3
+  displayName: Set up current_repo values
+  condition: always()
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: |
+      sudo apt-get install -y jq
+
+      # RESOURCES_REPOSITORIES is a runtime variable (not an env var!) that contains quotations and newlines
+      # So we need to save it to a file to properly preserve its formatting and contents
+      cat <<EOF > resources.repositories
+      $(RESOURCES_REPOSITORIES)
+      EOF
+      cat resources.repositories
+
+      IS_TAG_BUILD=$(jq 'has("release_repo")' resources.repositories)
+      if [ "$IS_TAG_BUILD" = "true" ]; then
+        REPO_TYPE="release_repo" # Triggered by a ROCm/ROCm tag-builds file
+      else
+        REPO_TYPE="self" # Triggered by component repo's rocm-ci.yml file
+      fi
+
+      echo "##vso[task.setvariable variable=current_repo.id;]$(jq .$REPO_TYPE.id resources.repositories | tr -d '"')"
+      echo "##vso[task.setvariable variable=current_repo.name;]$(jq .$REPO_TYPE.name resources.repositories | tr -d '"')"
+      echo "##vso[task.setvariable variable=current_repo.ref;]$(jq .$REPO_TYPE.ref resources.repositories | tr -d '"')"
+      echo "##vso[task.setvariable variable=current_repo.url;]$(jq .$REPO_TYPE.url resources.repositories | tr -d '"')"
+      echo "##vso[task.setvariable variable=current_repo.version;]$(jq .$REPO_TYPE.version resources.repositories | tr -d '"')"
+- task: Bash@3
+  displayName: Create manifest.json
+  condition: always()
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: |
+      manifest_json=$(Build.ArtifactStagingDirectory)/manifest_$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.artifactName }}_${{ parameters.gpuTarget }}.json
+
+      dependencies=()
+      for manifest_file in $(Pipeline.Workspace)/d/**/manifest_*.json; do
+        echo "Processing $manifest_file"
+        cat $manifest_file
+        current=$(jq '.current' "$manifest_file")
+        dependencies+=("$current")
+      done
+      dependencies_json=$(printf '%s\n' "${dependencies[@]}" | jq -s '.')
+
+      jq -n \
+        --arg buildNumber "$(Build.BuildNumber)" \
+        --arg buildId "$(Build.BuildId)" \
+        --arg repoId "$(current_repo.id)" \
+        --arg repoName "$(current_repo.name)" \
+        --arg repoRef "$(current_repo.ref)" \
+        --arg repoUrl "$(current_repo.url)" \
+        --arg repoVersion "$(current_repo.version)" \
+        --argjson dependencies "$dependencies_json" \
+        '{
+          current: {
+            buildNumber: $buildNumber,
+            buildId: $buildId,
+            repoId: $repoId,
+            repoName: $repoName,
+            repoRef: $repoRef,
+            repoUrl: $repoUrl,
+            repoVersion: $repoVersion
+          },
+          dependencies: $dependencies
+        }' > $manifest_json
+
+      dependencies_rows=$(cat $manifest_json | \
+        jq -r '
+          .dependencies[] | 
+          "<tr><td>" + .buildNumber + "</td>" + 
+          "<td><a href=\"https://dev.azure.com/ROCm-CI/ROCm-CI/_build/results?buildId=" + .buildId + "\">" + .buildId + "</a></td>" + 
+          "<td><a href=\"" + .repoUrl + "\">" + .repoName + "</a></td>" + 
+          "<td><a href=\"" + .repoUrl + "/tree/" + .repoRef + "\">" + .repoRef + "</a></td>" + 
+          "<td><a href=\"" + .repoUrl + "/commit/" + .repoVersion + "\">" + .repoVersion + "</a></td></tr>"
+        ')
+      dependencies_rows=$(echo $dependencies_rows)
+      echo "##vso[task.setvariable variable=dependencies_rows;]$dependencies_rows"
+
+      cat $manifest_json
+- task: Bash@3
+  displayName: Create manifest.html
+  condition: always()
+  continueOnError: true
+  inputs:
+    targetType: inline
+    script: |
+      manifest_html=$(Build.ArtifactStagingDirectory)/manifest_$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.artifactName }}_${{ parameters.gpuTarget }}.html
+      cat <<EOF > $manifest_html
+      <html>
+      <h1>Manifest</h1>
+      <h2>Current</h2>
+      <table border="1">
+      <tr>
+        <th>Build Number</th>
+        <th>Build ID</th>
+        <th>Repo Name</th>
+        <th>Repo Ref</th>
+        <th>Repo Version</th>
+      </tr>
+      <tr>
+        <td>$(Build.BuildNumber)</td>
+        <td><a href="https://dev.azure.com/ROCm-CI/ROCm-CI/_build/results?buildId=$(Build.BuildId)">$(Build.BuildId)</a></td>
+        <td><a href="$(current_repo.url)">$(current_repo.name)</a></td>
+        <td><a href="$(current_repo.url)/tree/$(current_repo.ref)">$(current_repo.ref)</a></td>
+        <td><a href="$(current_repo.url)/commit/$(current_repo.version)">$(current_repo.version)</a></td>
+      </tr>
+      </table>
+      <h2>Dependencies</h2>
+      <table border="1">
+      <tr>
+        <th>Build Number</th>
+        <th>Build ID</th>
+        <th>Repo Name</th>
+        <th>Repo Ref</th>
+        <th>Repo Version</th>
+      </tr>
+      $(dependencies_rows)
+      </table>
+      </html>
+      EOF
+
+      cat $manifest_html
+- task: PublishHtmlReport@1
+  displayName: Publish manifest.html
+  condition: always()
+  continueOnError: true
+  inputs:
+    tabName: Manifest
+    reportDir: $(Build.ArtifactStagingDirectory)/manifest_$(Build.DefinitionName)_$(Build.SourceBranchName)_$(Build.BuildId)_$(Build.BuildNumber)_ubuntu2204_${{ parameters.artifactName }}_${{ parameters.gpuTarget }}.html

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

@@ -0,0 +1,72 @@
+parameters:
+- name: gpuTarget
+  type: string
+  default: ''
+
+steps:
+- task: Bash@3
+  name: downloadCKBuild
+  displayName: Download specific CK build
+  continueOnError: true
+  env:
+    CXX: $(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
+    CC: $(Agent.BuildDirectory)/rocm/llvm/bin/amdclang
+  inputs:
+    targetType: inline
+    workingDirectory: $(Build.SourcesDirectory)
+    script: |
+      AZ_API="https://dev.azure.com/ROCm-CI/ROCm-CI/_apis"
+      GH_API="https://api.github.com/repos/ROCm"
+      ARTIFACT_NAME="composablekernel.${{ parameters.gpuTarget }}"
+      EXIT_CODE=0
+
+      # The commits that MIOpen reference are all merge commits from CK/develop to CK/amd-develop
+      # These commits are present on CK/amd-develop but not on CK/develop
+      # Ex-CI only builds CK/develop, so we need to find a commit present on both CK/develop and CK/amd-develop
+
+      CK_COMMIT=$(grep 'ROCm/composable_kernel' requirements.txt | sed -E 's/.*@([a-f0-9]{40}).*/\1/')
+      echo "Fetching CK build ID for commit $CK_COMMIT"
+      CK_COMMIT_URL="$GH_API/composable_kernel/commits/${CK_COMMIT}"
+      PARENT_COMMIT=$(curl -s $CK_COMMIT_URL | jq '.parents[1].sha' | tr -d '"')
+      echo "Found parent commit: $PARENT_COMMIT"
+      PARENT_CHECKS_URL="$GH_API/composable_kernel/commits/${PARENT_COMMIT}/check-runs"
+      CK_BUILD_ID=$(curl -s $PARENT_CHECKS_URL | \
+        jq '.check_runs[] | select(.name == "composable_kernel" and .app.slug == "azure-pipelines") | .details_url' | \
+        tr -d '"' | grep -oP 'buildId=\K\d+')
+
+      if [ -z "$CK_BUILD_ID" ]; then
+        echo "Did not find specific CK build ID"
+        LATEST_BUILD_URL="$AZ_API/build/builds?definitions=$(COMPOSABLE_KERNEL_PIPELINE_ID)&status=completed&result=succeeded&\$top=1&api-version=7.1"
+        CK_BUILD_ID=$(curl -s $LATEST_BUILD_URL | jq '.value[0].id')
+        echo "Found latest CK build ID: $CK_BUILD_ID"
+        EXIT_CODE=1
+      fi
+
+      AZURE_URL="$AZ_API/build/builds/$CK_BUILD_ID/artifacts?artifactName=$ARTIFACT_NAME&api-version=7.1"
+      ARTIFACT_URL=$(curl -s $AZURE_URL | jq '.resource.downloadUrl' | tr -d '"')
+
+      if [ -z "$ARTIFACT_URL" ]; then
+        echo "Did not find specific CK build artifact"
+        LATEST_BUILD_URL="$AZ_API/build/builds?definitions=$(COMPOSABLE_KERNEL_PIPELINE_ID)&status=completed&result=succeeded&\$top=1&api-version=7.1"
+        CK_BUILD_ID=$(curl -s $LATEST_BUILD_URL | jq '.value[0].id')
+        echo "Found latest CK build ID: $CK_BUILD_ID"
+        AZURE_URL="$AZ_API/build/builds/$CK_BUILD_ID/artifacts?artifactName=$ARTIFACT_NAME&api-version=7.1"
+        ARTIFACT_URL=$(curl -s $AZURE_URL | jq '.resource.downloadUrl' | tr -d '"')
+        EXIT_CODE=2
+      elif [ $EXIT_CODE -eq 0 ]; then
+        echo "Found specific CK build ID: $CK_BUILD_ID"
+      fi
+
+      echo "Downloading CK artifact from $ARTIFACT_URL"
+      wget -nv $ARTIFACT_URL -O $(System.ArtifactsDirectory)/ck.zip
+      unzip $(System.ArtifactsDirectory)/ck.zip -d $(System.ArtifactsDirectory)
+      mkdir -p $(Agent.BuildDirectory)/rocm
+      tar -zxvf $(System.ArtifactsDirectory)/$ARTIFACT_NAME/*.tar.gz -C $(Agent.BuildDirectory)/rocm
+      rm -r $(System.ArtifactsDirectory)/ck.zip $(System.ArtifactsDirectory)/$ARTIFACT_NAME
+
+      if [ $EXIT_CODE -ne 0 ]; then
+        BUILD_COMMIT=$(curl -s $AZ_API/build/builds/$CK_BUILD_ID | jq '.sourceVersion' | tr -d '"')
+        echo "WARNING: couldn't find a CK build for commit $CK_COMMIT"
+        echo "Instead used latest CK build $CK_BUILD_ID for commit $BUILD_COMMIT"
+      fi
+      exit $EXIT_CODE

.azuredevops/templates/steps/test.yml

@@ -26,25 +26,23 @@ parameters:
 - name: testPublishResults
   type: boolean
   default: true
-- name: reloadAMDGPU
-  type: boolean
-  default: false
+- name: allowPartiallySucceededBuilds
+  type: object
+  default:
+    - amdsmi
+    - aomp
+    - HIPIFY
+    - MIVisionX
+    - rocm-cmake
+    - rocm_smi_lib
+    - roctracer
 
 steps:
-# Avoids occasional AMDGPU driver issues with opening /dev/kfd
-- ${{ if parameters.reloadAMDGPU }}:
-  - task: Bash@3
-    displayName: Unload and reload AMDGPU
-    inputs:
-      targetType: inline
-      script: |
-        sudo modprobe -r amdgpu
-        sudo modprobe amdgpu
 # run test, continue on failure to publish results
 # and to publish build artifacts
 - task: Bash@3
   displayName: '${{ parameters.componentName }} Test'
-  continueOnError: true
+  continueOnError: ${{ containsValue(parameters.allowPartiallySucceededBuilds, parameters.componentName) }}
   inputs:
     targetType: inline
     script: ${{ parameters.testExecutable }} ${{ parameters.testParameters }}
@@ -52,8 +50,8 @@ steps:
 - ${{ if parameters.testPublishResults }}:
   - task: PublishTestResults@2
     displayName: '${{ parameters.componentName }} Publish Results'
+    condition: succeededOrFailed()
     inputs:
       searchFolder: ${{ parameters.testDir }}
       testResultsFormat: ${{ parameters.testOutputFormat }}
       testResultsFiles: '**/${{ parameters.testOutputFile }}'
-    condition: succeededOrFailed()

.azuredevops/variables-global.yml

@@ -1,6 +1,8 @@
 # specify non-secret global variables reused across pipelines here
 
 variables:
+- name: RESOURCES_REPOSITORIES
+  value: $[ convertToJson(resources.repositories) ]
 - name: CI_ROOT_PATH
   value: /.azuredevops
 - name: CI_COMPONENT_PATH
@@ -32,7 +34,7 @@ variables:
 - name: LATEST_DOCKER_VERSION
   value: 6.1
 - name: KEYRING_VERSION
-  value: 6.1
+  value: 6.3
 - name: AMDMIGRAPHX_GFX942_TEST_PIPELINE_ID
   value: 197
 - name: AMDMIGRAPHX_PIPELINE_ID
@@ -167,6 +169,10 @@ 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
@@ -213,6 +219,10 @@ variables:
   value: 134
 - name: ROCGDB_TAGGED_PIPELINE_ID
   value: 50
+- name: ROCJPEG_PIPELINE_ID
+  value: 262
+- name: ROCJPEG_TAGGED_PIPELINE_ID
+  value: 263
 - name: ROCM_BANDWIDTH_TEST_PIPELINE_ID
   value: 88
 - name: ROCM_BANDWIDTH_TEST_TAGGED_PIPELINE_ID
@@ -255,6 +265,10 @@ 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 +277,10 @@ 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 +343,5 @@ variables:
   value: 78
 - name: RPP_TAGGED_PIPELINE_ID
   value: 39
+- name: BOOST_DEPENDENCY_PIPELINE_ID
+  value: 250

.github/CODEOWNERS

@@ -5,3 +5,4 @@ docs/ @amd-aakash @jlgreathouse @samjwu @yhuiYH @ROCm/rocm-documentation
 *.rst @amd-aakash @jlgreathouse @samjwu @yhuiYH @ROCm/rocm-documentation
 # External CI
 /.azuredevops/ @ROCm/external-ci
+tools/rocm-build/ @ROCm/rocm-devops

.wordlist.txt

@@ -13,6 +13,7 @@ AMDMIGraphX
 AMI
 AOCC
 AOMP
+AOTriton
 APBDIS
 APIC
 APIs
@@ -36,6 +37,7 @@ Bluefield
 Bootloader
 CCD
 CDNA
+CHTML
 CIFAR
 CLI
 CLion
@@ -70,6 +72,7 @@ Concretized
 Conda
 ConnectX
 CuPy
+Dashboarding
 DDR
 DF
 DGEMM
@@ -87,6 +90,7 @@ Dask
 DataFrame
 DataLoader
 DataParallel
+Debian
 DeepSpeed
 Dependabot
 Deprecations
@@ -103,6 +107,7 @@ FFT
 FFTs
 FFmpeg
 FHS
+FIXME
 FMA
 FP
 FX
@@ -127,6 +132,7 @@ GiB
 GIM
 GL
 GLXT
+Gloo
 GMI
 GPG
 GPR
@@ -144,6 +150,7 @@ HCA
 HGX
 HIPCC
 HIPExtension
+HIPification
 HIPIFY
 HPC
 HPCG
@@ -156,6 +163,8 @@ HWS
 Haswell
 Higgs
 Hyperparameters
+Huggingface
+ICD
 ICV
 IDE
 IDEs
@@ -184,6 +193,7 @@ Jupyter
 KFD
 KFDTest
 KiB
+KMD
 KV
 KVM
 Keras
@@ -206,11 +216,13 @@ MiB
 MIGraphX
 MIOpen
 MIOpenGEMM
+MIOpen's
 MIVisionX
 MLM
 MMA
 MMIO
 MMIOH
+MMU
 MNIST
 MPI
 MSVC
@@ -227,12 +239,14 @@ Mellanox's
 Meta's
 Miniconda
 MirroredStrategy
+Mixtral
 Multicore
 Multithreaded
 MyEnvironment
 MyST
 NBIO
 NBIOs
+NCCL
 NIC
 NICs
 NLI
@@ -272,10 +286,13 @@ OpenMPI
 OpenSSL
 OpenVX
 OpenXLA
+Oversubscription
+PagedAttention
 PCC
 PCI
 PCIe
 PEFT
+PEQT
 PIL
 PILImage
 POR
@@ -290,21 +307,27 @@ PipelineParallel
 PnP
 PowerEdge
 PowerShell
+Profiler's
 PyPi
+Pytest
 PyTorch
 Qcycles
+Qwen
 RAII
 RAS
 RCCL
 RDC
+RDC's
 RDMA
 RDNA
 README
 RHEL
+RMW
 RNN
 RNNs
 ROC
 ROCProfiler
+ROCT
 ROCTracer
 ROCclr
 ROCdbgapi
@@ -316,6 +339,7 @@ ROCmSoftwarePlatform
 ROCmValidationSuite
 ROCprofiler
 ROCr
+RPP
 RST
 RW
 Radeon
@@ -323,6 +347,7 @@ RelWithDebInfo
 Req
 Rickle
 RoCE
+Runfile
 Ryzen
 SALU
 SBIOS
@@ -335,6 +360,7 @@ SENDMSG
 SGPR
 SGPRs
 SHA
+SHARK's
 SIGQUIT
 SIMD
 SIMDs
@@ -368,6 +394,7 @@ TCR
 TF
 TFLOPS
 TP
+TPS
 TPU
 TPUs
 TSME
@@ -378,9 +405,14 @@ TensorFlow
 TensorParallel
 ToC
 TorchAudio
+torchaudio
+TorchElastic
 TorchMIGraphX
+torchrec
 TorchScript
 TorchServe
+torchserve
+torchtext
 TorchVision
 TransferBench
 TrapStatus
@@ -444,10 +476,12 @@ api
 atmi
 atomics
 autogenerated
+autotune
 avx
 awk
 backend
 backends
+benchmarked
 benchmarking
 bfloat
 bilinear
@@ -485,6 +519,9 @@ copyable
 cpp
 csn
 cuBLAS
+cuda
+cuDNN
+cudnn
 cuFFT
 cuLIB
 cuRAND
@@ -500,6 +537,8 @@ datatypes
 dbgapi
 de
 deallocation
+debuggability
+debian
 denoise
 denoised
 denoises
@@ -514,6 +553,9 @@ devsel
 dimensionality
 disambiguates
 distro
+distros
+dkms
+dtype
 el
 embeddings
 enablement
@@ -546,8 +588,10 @@ heterogenous
 hipBLAS
 hipBLASLt
 hipBLASLt's
+hipblaslt
 hipCUB
 hipFFT
+hipFORT
 hipLIB
 hipRAND
 hipSOLVER
@@ -562,12 +606,14 @@ hipfort
 hipify
 hipsolver
 hipsparse
+hlist
 hotspotting
 hpc
 hpp
 hsa
 hsakmt
 hyperparameter
+hyperparameters
 iDRAC
 ib_core
 inband
@@ -585,9 +631,12 @@ intra
 invariants
 invocating
 ipo
+jax
 kdb
 kfd
+kv
 latencies
+len
 libfabric
 libjpeg
 libs
@@ -605,6 +654,7 @@ migraphx
 miopen
 miopengemm
 mivisionx
+mjx
 mkdir
 mlirmiopen
 mtypes
@@ -612,6 +662,7 @@ mutex
 mvffr
 namespace
 namespaces
+num
 numref
 ocl
 opencl
@@ -620,6 +671,7 @@ openmp
 openssl
 optimizers
 os
+oversubscription
 pageable
 parallelization
 parameterization
@@ -634,6 +686,7 @@ prebuilt
 precompiled
 preconditioner
 preconfigured
+preemptible
 prefetch
 prefetchable
 prefill
@@ -650,6 +703,7 @@ profilers
 protobuf
 pseudorandom
 py
+recommender
 quantile
 quantizer
 quasirandom
@@ -675,6 +729,8 @@ rocALUTION
 rocBLAS
 rocDecode
 rocFFT
+rocHPCG
+rocJPEG
 rocLIB
 rocMLIR
 rocPRIM
@@ -705,7 +761,9 @@ runtimes
 sL
 scalability
 scalable
+seealso
 sendmsg
+seqs
 serializers
 shader
 sharding
@@ -746,8 +804,10 @@ txt
 uarch
 uncached
 uncorrectable
+underoptimized
 unhandled
 uninstallation
+unmapped
 unsqueeze
 unstacking
 unswitching
@@ -767,6 +827,8 @@ vectorize
 vectorized
 vectorizer
 vectorizes
+virtualize
+virtualized
 vjxb
 voxel
 walkthrough

README.md

@@ -50,7 +50,7 @@ The following example shows how to use the repo tool to download the ROCm source
 ```bash
 mkdir -p ~/ROCm/
 cd ~/ROCm/
-~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.2.x
+~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.3.x
 ~/bin/repo sync
 ```
 
@@ -76,8 +76,8 @@ 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
-~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.2.x -m tools/rocm-build/rocm-${ROCM_VERSION}.xml
+export ROCM_VERSION=6.3.1
+~/bin/repo init -u http://github.com/ROCm/ROCm.git -b roc-6.3.x -m tools/rocm-build/rocm-${ROCM_VERSION}.xml
 ~/bin/repo sync
 
 # --------------------------------------
@@ -178,23 +178,7 @@ Source code for our documentation is located in the `/docs` folder of most ROCm
 
 The ROCm documentation homepage is [rocm.docs.amd.com](https://rocm.docs.amd.com).
 
-### Building the documentation
-
-For a quick-start build, use the following code. For more options and detail, refer to
-[Building documentation](./docs/contribute/building.md).
-
-```bash
-cd docs
-pip3 install -r sphinx/requirements.txt
-python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html
-```
-
-Alternatively, CMake build is supported.
-
-```bash
-cmake -B build
-cmake --build build --target=doc
-```
+For information on how to contribute to the ROCm documentation, see [Contributing to the ROCm documentation](https://rocm.docs.amd.com/en/latest/contribute/contributing.html).
 
 ## Older ROCm releases
 

RELEASE.md

@@ -1,106 +1,92 @@
-# ROCm 6.2.2 release notes
+<!-- Do not edit this file!                                 -->
+<!-- This file is autogenerated with                        -->
+<!--   tools/autotag/tag_script.py                          -->
+<!-- Disable lints since this is an auto-generated file.    -->
+<!-- markdownlint-disable blanks-around-headers             -->
+<!-- markdownlint-disable no-duplicate-header               -->
+<!-- markdownlint-disable no-blanks-blockquote              -->
+<!-- markdownlint-disable ul-indent                         -->
+<!-- markdownlint-disable no-trailing-spaces                -->
+<!-- markdownlint-disable reference-links-images            -->
+<!-- markdownlint-disable no-missing-space-atx              -->
+<!-- spellcheck-disable                                     -->
+# ROCm 6.3.1 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 resolved issues](#rocm-resolved-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 6.3.1. For changes to individual components, see
+[Detailed component changes](#detailed-component-changes).
 
-### Fixed Instinct MI300X error recovery failure
+### Per queue resiliency for Instinct MI300 accelerators
 
-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.
+The AMDGPU driver now includes enhanced resiliency for misbehaving applications on AMD Instinct MI300 accelerators. This helps isolate the impact of misbehaving applications, ensuring other workloads running on the same accelerator are unaffected.
 
-See the [original issue](#instinct-mi300x-gpu-recovery-failure-on-uncorrectable-errors)
-noted in the ROCm 6.2.1 release notes.
+### ROCm Runfile Installer
 
----
+ROCm 6.3.1 introduces the ROCm Runfile Installer, with initial support for Ubuntu 22.04. The ROCm Runfile Installer facilitates ROCm installation without using a native Linux package management system, with or without network or internet access. For more information, see the [ROCm Runfile Installer documentation](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/rocm-runfile-installer.html).
 
-## ROCm 6.2.1 release notes
+### ROCm documentation updates
 
-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.
+ROCm documentation continues to be updated to provide clearer and more comprehensive guidance for a wider variety of user needs and use cases.
 
-- [Release highlights](release-highlights)
+* Added documentation on training a model with ROCm Megatron-LM. AMD offers a Docker image for MI300X accelerators
+  containing essential components to get started, including ROCm libraries, PyTorch, and Megatron-LM utilities. See
+  [Training a model using ROCm Megatron-LM](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/rocm-for-ai/train-a-model.html)
+  to get started.
 
-- [Operating system and hardware support changes](operating-system-and-hardware-support-changes)
+  The new ROCm Megatron-LM training Docker accompanies the [ROCm vLLM inference
+  Docker](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/performance-validation/mi300x/vllm-benchmark.html)
+  as a set of ready-to-use containerized solutions to get started with using ROCm
+  for AI.
 
-- [ROCm components versioning](rocm-components)
+* Updated the [Instinct MI300X workload tuning
+  guide](https://rocm.docs.amd.com/en/docs-6.3.1/how-to/tuning-guides/mi300x/workload.html) with more current optimization
+  strategies. The updated sections include guidance on vLLM optimization, PyTorch TunableOp, and hipBLASLt tuning.
 
-- [Detailed component changes](detailed-component-changes)
+* HIP graph-safe libraries operate safely in HIP execution graphs. [HIP graphs](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/hipgraph.html#how-to-hip-graph) are an alternative way of executing tasks on a GPU that can provide performance benefits over launching kernels using the standard method via streams. A topic that shows whether a [ROCm library is graph-safe](https://rocm.docs.amd.com/en/docs-6.3.1/reference/graph-safe-support.html) has been added.
 
-- [ROCm known issues](rocm-known-issues)
+* The [Device memory](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/memory_management/device_memory.html) topic in the HIP memory management section has been updated.
 
-- [ROCm upcoming changes](rocm-upcoming-changes)
+* The HIP documentation has expanded with new resources for developers:
+  * [Multi device management](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/multi_device.html)
+  * [OpenGL interoperability](https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/how-to/hip_runtime_api/opengl_interop.html)
 
-### Release highlights
+## Operating system and hardware support changes
 
-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).
+ROCm 6.3.1 adds support for Debian 12 (kernel: 6.1). Debian is supported only on AMD Instinct accelerators. See the installation instructions at [Debian native installation](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.3.1/install/native-install/debian.html).
 
-#### rocAL major version change
+ROCm 6.3.1 enables support for AMD Instinct MI325X accelerator. For more information, see [AMD Instinct™ MI325X Accelerators](https://www.amd.com/en/products/accelerators/instinct/mi300/mi325x.html).
 
-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 [Compatibility
+matrix](https://rocm.docs.amd.com/en/docs-6.3.1/compatibility/compatibility-matrix.html)
+for more information about operating system and hardware compatibility.
 
-See [the rocAL detailed changes](#rocal-2-0-0) for more information.
+## ROCm components
 
-#### 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. 
-
-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.
+The following table lists the versions of ROCm components for ROCm 6.3.1, including any version
+changes from 6.3.0 to 6.3.1. Click the component's updated version to go to a list of its changes.
+Click {fab}`github` to go to the component's source code on GitHub.
 
 <div class="pst-scrollable-table-container">
     <table id="rocm-rn-components" class="table">
@@ -119,486 +105,450 @@ Click the component's updated version to go to a detailed list of its changes. C
         </colgroup>
         <tbody class="rocm-components-libs rocm-components-ml">
             <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>
+                <th rowspan="9">Libraries</th>
+                <th rowspan="9">Machine learning and computer vision</th>
+                <td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.3.1/index.html">Composable Kernel</a></td>
                 <td>1.1.0</td>
-                <td><a href="https://github.com/ROCm/composable_kernel/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://github.com/ROCm/composable_kernel"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.2.1">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://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.3.1/index.html">MIGraphX</a></td>
+                <td>2.11.0</td>
+                <td><a href="https://github.com/ROCm/AMDMIGraphX"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.2.1">MIOpen</a></td>
-                <td>3.2.0</td>
-                <td><a href="https://github.com/ROCm/MIOpen/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.3.1/index.html">MIOpen</a></td>
+                <td>3.3.0</td>
+                <td><a href="https://github.com/ROCm/MIOpen"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.2.1">MIVisionX</a></td>
-                <td>3.0.0</td>
-                <td><a href="https://github.com/ROCm/MIVisionX/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.3.1/index.html">MIVisionX</a></td>
+                <td>3.1.0&nbsp;&Rightarrow;&nbsp;<a href="#mivisionx-3-1-0">3.1.0</a></td>
+                <td><a href="https://github.com/ROCm/MIVisionX"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.2.1">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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.3.1/index.html">rocAL</a></td>
+                <td>2.1.0</td>
+                <td><a href="https://github.com/ROCm/rocAL"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.2.1">rocDecode</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.3.1/index.html">rocDecode</a></td>
+                <td>0.8.0</td>
+                <td><a href="https://github.com/ROCm/rocDecode"><i class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/rocJPEG/en/docs-6.3.1/index.html">rocJPEG</a></td>
                 <td>0.6.0</td>
-                <td><a href="https://github.com/ROCm/rocDecode/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://github.com/ROCm/rocJPEG"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.2.1">rocPyDecode</a></td>
-                <td>0.1.0</td>
-                <td><a href="https://github.com/ROCm/rocPyDecode/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.3.1/index.html">rocPyDecode</a></td>
+                <td>0.2.0</td>
+                <td><a href="https://github.com/ROCm/rocPyDecode"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.2.1">RPP</a></td>
-                <td>1.8.0</td>
-                <td><a href="https://github.com/ROCm/rpp/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.3.1/index.html">RPP</a></td>
+                <td>1.9.1</td>
+                <td><a href="https://github.com/ROCm/rpp"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-libs rocm-components-communication">
+        <tbody class="rocm-components-libs rocm-components-communication tbody-reverse-zebra">
             <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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.3.1/index.html">RCCL</a></td>
+                <td>2.21.5&nbsp;&Rightarrow;&nbsp;<a href="#rccl-2-21-5">2.21.5</a></td>
+                <td><a href="https://github.com/ROCm/rccl"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-libs rocm-components-math tbody-reverse-zebra">
+        <tbody class="rocm-components-libs rocm-components-math">
             <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>2.2.0</td>
-                <td><a href="https://github.com/ROCm/hipBLAS/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.3.1/index.html">hipBLAS</a></td>
+                <td>2.3.0</td>
+                <td><a href="https://github.com/ROCm/hipBLAS"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.2.1">hipBLASLt</a></td>
-                <td>0.8.0</td>
-                <td><a href="https://github.com/ROCm/hipBLASLt/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.3.1/index.html">hipBLASLt</a></td>
+                <td>0.10.0</td>
+                <td><a href="https://github.com/ROCm/hipBLASLt"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.2.1">hipFFT</a></td>
-                <td>1.0.15</td>
-                <td><a href="https://github.com/ROCm/hipFFT/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.3.1/index.html">hipFFT</a></td>
+                <td>1.0.17</td>
+                <td><a href="https://github.com/ROCm/hipFFT"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.2.1">hipfort</a></td>
-                <td>0.4.0</td>
-                <td><a href="https://github.com/ROCm/hipfort/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.3.1/index.html">hipfort</a></td>
+                <td>0.5.0</td>
+                <td><a href="https://github.com/ROCm/hipfort"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.2.1">hipRAND</a></td>
-                <td>2.11.0</td>
-                <td><a href="https://github.com/ROCm/hipRAND/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.3.1/index.html">hipRAND</a></td>
+                <td>2.11.1</td>
+                <td><a href="https://github.com/ROCm/hipRAND"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.2.1">hipSOLVER</a></td>
-                <td>2.2.0</td>
-                <td><a href="https://github.com/ROCm/hipSOLVER/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.3.1/index.html">hipSOLVER</a></td>
+                <td>2.3.0</td>
+                <td><a href="https://github.com/ROCm/hipSOLVER"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.2.1">hipSPARSE</a></td>
-                <td>3.1.1</td>
-                <td><a href="https://github.com/ROCm/hipSPARSE/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.3.1/index.html">hipSPARSE</a></td>
+                <td>3.1.2</td>
+                <td><a href="https://github.com/ROCm/hipSPARSE"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.2.1">hipSPARSELt</a></td>
-                <td>0.2.1</td>
-                <td><a href="https://github.com/ROCm/hipSPARSELt/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.3.1/index.html">hipSPARSELt</a></td>
+                <td>0.2.2</td>
+                <td><a href="https://github.com/ROCm/hipSPARSELt"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.2.1">rocALUTION</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.3.1/index.html">rocALUTION</a></td>
+                <td>3.2.1</td>
+                <td><a href="https://github.com/ROCm/rocALUTION"><i class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.3.1/index.html">rocBLAS</a></td>
+                <td>4.3.0</td>
+                <td><a href="https://github.com/ROCm/rocBLAS"><i class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.3.1/index.html">rocFFT</a></td>
+                <td>1.0.31</td>
+                <td><a href="https://github.com/ROCm/rocFFT"><i class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.3.1/index.html">rocRAND</a></td>
                 <td>3.2.0</td>
-                <td><a href="https://github.com/ROCm/rocALUTION/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://github.com/ROCm/rocRAND"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.3.1/index.html">rocSOLVER</a></td>
+                <td>3.27.0</td>
+                <td><a href="https://github.com/ROCm/rocSOLVER"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.3.1/index.html">rocSPARSE</a></td>
+                <td>3.3.0</td>
+                <td><a href="https://github.com/ROCm/rocSPARSE"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.3.1/index.html">rocWMMA</a></td>
+                <td>1.6.0</td>
+                <td><a href="https://github.com/ROCm/rocWMMA"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/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
-                            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
-                            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>1.5.0</td>
-                <td><a href="https://github.com/ROCm/rocWMMA/releases/tag/rocm-6.2.1"><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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/Tensile/en/docs-6.3.1/src/index.html">Tensile</a></td>
+                <td>4.42.0</td>
+                <td><a href="https://github.com/ROCm/Tensile"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-libs rocm-components-primitives tbody-reverse-zebra">
+        <tbody class="rocm-components-libs rocm-components-primitives">
             <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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.3.1/index.html">hipCUB</a></td>
+                <td>3.3.0</td>
+                <td><a href="https://github.com/ROCm/hipCUB"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.2.1">hipTensor</a></td>
-                <td>1.3.0</td>
-                <td><a href="https://github.com/ROCm/hipTensor/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.3.1/index.html">hipTensor</a></td>
+                <td>1.4.0</td>
+                <td><a href="https://github.com/ROCm/hipTensor"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.2.1">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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.3.1/index.html">rocPRIM</a></td>
+                <td>3.3.0</td>
+                <td><a href="https://github.com/ROCm/rocPRIM"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.2.1">rocThrust</a></td>
-                <td>3.1.0</td>
-                <td><a href="https://github.com/ROCm/rocThrust/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.3.1/index.html">rocThrust</a></td>
+                <td>3.3.0</td>
+                <td><a href="https://github.com/ROCm/rocThrust"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-tools rocm-components-system tbody-reverse-zebra">
+        <tbody class="rocm-components-tools rocm-components-system">
             <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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <th rowspan="7">Tools</th>
+                <th rowspan="7">System management</th>
+                <td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.3.1/index.html">AMD SMI</a></td>
+                <td>24.7.1&nbsp;&Rightarrow;&nbsp;<a href="#amd-smi-24-7-1">24.7.1</a></td>
+                <td><a href="https://github.com/ROCm/rocm-cmake"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.2.1">rocminfo</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.3.1/index.html">ROCm Data Center Tool</a></td>
+                <td>0.3.0</td>
+                <td><a href="https://github.com/ROCm/rdc"><i class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.3.1/index.html">rocminfo</a></td>
                 <td>1.0.0</td>
-                <td><a href="https://github.com/ROCm/rocminfo/releases/tag/rocm-6.2.1"><i
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://github.com/ROCm/rocminfo"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.2.1">ROCm Data Center Tool</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>
+                <td><a href="https://rocm.docs.amd.com/projects/rocm_smi_lib/en/docs-6.3.1/index.html">ROCm SMI</a></td>
+                <td>7.4.0</td>
+                <td><a href="https://github.com/ROCm/rocm_smi_lib"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.3.1/index.html">ROCmValidationSuite</a></td>
+                <td>1.1.0</td>
+                <td><a href="https://github.com/ROCm/ROCmValidationSuite"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-tools rocm-components-perf">
+        <tbody class="rocm-components-tools rocm-components-perf tbody-reverse-zebra">
             <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>2.0.1</td>
-                <td><a href="https://github.com/ROCm/omniperf/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/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
-                            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-6.3.1/index.html">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/"><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-compute/en/docs-6.3.1/index.html">ROCm Compute Profiler</a></td>
+                <td>3.0.0&nbsp;&Rightarrow;&nbsp<a href="#rocm-compute-profiler-3-0-0">3.0.0</a></td>
+                <td><a href="https://github.com/ROCm/rocprofiler-compute"><i
+                            class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-systems/en/docs-6.3.1/index.html">ROCm Systems Profiler</a></td>
+                <td>0.1.0&nbsp;&Rightarrow;&nbsp<a href="#rocm-systems-profiler-0-1-0">0.1.0</a></td>
+                <td><a href="https://github.com/ROCm/rocprofiler-systems"><i
+                            class="fab fa-github fa-lg"></i></a></td>
+            </tr>
+            <tr>
+                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.3.1/index.html">ROCProfiler</a></td>
                 <td>2.0.0</td>
-                <td><a href="https://github.com/ROCm/ROCProfiler/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/ROCProfiler/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.2.1">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://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.3.1/index.html">ROCprofiler-SDK</a></td>
+                <td>0.5.0</td>
+                <td><a href="https://github.com/ROCm/rocprofiler-sdk/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr >
-                <td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.2.1/">ROCTracer</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.3.1/index.html">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/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-tools rocm-components-dev">
+        <tbody class="rocm-components-tools rocm-components-dev tbody-reverse-zebra">
             <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><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.3.1/index.html">HIPIFY</a></td>
                 <td>18.0.0&nbsp;&Rightarrow;&nbsp;<a href="#hipify-18-0-0">18.0.0</a></td>
-                <td><a href="https://github.com/ROCm/HIPIFY/releases/tag/rocm-6.2.1"><i
+                <td><a href="https://github.com/ROCm/HIPIFY/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.2.1">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://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.3.1/index.html">ROCdbgapi</a></td>
+                <td>0.77.0</td>
+                <td><a href="https://github.com/ROCm/ROCdbgapi/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.2.1/">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://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.3.1/index.html">ROCm CMake</a></td>
+                <td>0.14.0</td>
+                <td><a href="https://github.com/ROCm/rocm-cmake/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.2.1">ROCm Debugger (ROCgdb)</a>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.3.1/index.html">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>15.2</td>
+                <td><a href="https://github.com/ROCm/ROCgdb/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.2.1">ROCr Debug Agent</a>
+                <td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.3.1/index.html">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/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-compilers tbody-reverse-zebra">
+        <tbody class="rocm-components-compilers">
             <tr>
                 <th rowspan="2" colspan="2">Compilers</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.2.1">HIPCC</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.3.1/index.html">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/"><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-6.3.1/index.html">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/"><i
                             class="fab fa-github fa-lg"></i></a></td>
             </tr>
         </tbody>
-        <tbody class="rocm-components-runtimes tbody-reverse-zebra">
+        <tbody class="rocm-components-runtimes">
             <tr>
                 <th rowspan="2" colspan="2">Runtimes</th>
-                <td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1">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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.3.1/index.html">HIP</a></td>
+                <td>6.3.0&nbsp;&Rightarrow;&nbsp;<a href="#hip-6-3-1">6.3.1</a></td>
+                <td><a href="https://github.com/ROCm/HIP/"><i class="fab fa-github fa-lg"></i></a></td>
             </tr>
             <tr>
-                <td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.2.1">ROCr Runtime</a></td>
+                <td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.3.1/index.html">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
-                            class="fab fa-github fa-lg"></i></a></td>
+                <td><a href="https://github.com/ROCm/ROCR-Runtime/"><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** (24.7.1)
 
-##### Changes
+#### Changed
 
-* Added `amd-smi static --ras` on Guest VMs. Guest VMs can view enabled/disabled RAS features on Host cards.
+* `amd-smi monitor` displays `VCLOCK` and `DCLOCK` instead of `ENC_CLOCK` and `DEC_CLOCK`.
 
-##### Removals
+#### Resolved issues
 
-* 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.
+* Fixed `amd-smi monitor`'s reporting of encode and decode information. `VCLOCK` and `DCLOCK` are
+  now associated with both `ENC_UTIL` and `DEC_UTIL`.
 
-##### Resolved issues
+```{note}
+See the full [AMD SMI changelog](https://github.com/ROCm/amdsmi/blob/6.3.x/CHANGELOG.md) for more details and examples.
+```
 
-* 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.
+### **HIP** (6.3.1)
 
-#### **HIP** (6.2.1)
+#### Added
 
-##### Resolved issues
+* An activeQueues set that tracks only the queues that have a command submitted to them, which allows fast iteration in ``waitActiveStreams``.
 
-* Soft hang when using `AMD_SERIALIZE_KERNEL`
-* Memory leak in `hipIpcCloseMemHandle`
+#### Resolved issues
 
-#### **HIPIFY** (18.0.0)
+* A deadlock in a specific customer application by preventing hipLaunchKernel latency degradation with number of idle streams.
 
-##### Changes
+### **HIPIFY** (18.0.0)
 
-* 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`
+#### Added
 
-#### **Omnitrace** (1.11.2)
+* Support for: 
+  * NVIDIA CUDA 12.6.2
+  * cuDNN 9.5.1
+  * LLVM 19.1.3
+  * Full `hipBLAS` 64-bit APIs
+  * Full `rocBLAS` 64-bit APIs
 
-##### Known issues
+#### Resolved 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/#!/).
+* Added missing support for device intrinsics and built-ins: `__all_sync`, `__any_sync`, `__ballot_sync`, `__activemask`, `__match_any_sync`, `__match_all_sync`, `__shfl_sync`, `__shfl_up_sync`, `__shfl_down_sync`, and `__shfl_xor_sync`.
 
-See [issue #3767](https://github.com/ROCm/ROCm/issues/3767) on GitHub.
+### **MIVisionX** (3.1.0)
 
-#### **RCCL** (2.20.5)
+#### Changed
 
-##### Known issues
+* AMD Clang is now the default CXX and C compiler.
+* The dependency on rocDecode has been removed and automatic rocDecode installation is now disabled in the setup script.
 
-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.
+#### Resolved issues
 
-This issue will be addressed in a future ROCm release.
+* Canny failure on Instinct MI300 has been fixed.
+* Ubuntu 24.04 CTest failures have been fixed.
 
-See [issue #3772](https://github.com/ROCm/ROCm/issues/3772) on GitHub.
+#### Known issues
 
-#### **rocAL** (2.0.0)
+* CentOS, Red Hat, and SLES requires the manual installation of `OpenCV` and `FFMPEG`. 
+* Hardware decode requires that ROCm is installed with `--usecase=graphics`.
 
-##### 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
+#### Upcoming changes
 
-##### 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.
+* Optimized audio augmentations support for VX_RPP.
 
-#### **rocBLAS** (4.2.1)
+### **RCCL** (2.21.5)
 
-##### Removals
+#### Changed
 
-* Removed Device_Memory_Allocation.pdf link in documentation.
+* Enhanced the user documentation.
 
-##### Resolved issues
+#### Resolved Issues
 
-* Fixed error/warning message during `rocblas_set_stream()` call.
+* Corrected some user help strings in `install.sh`.
 
-#### **rocFFT** (1.0.29)
+### **ROCm Compute Profiler** (3.0.0)
 
-##### Optimizations
+#### Resolved issues
 
-* Implemented 1D kernels for factorizable sizes less than 1024.
+* Fixed a minor issue for users upgrading to ROCm 6.3 from 6.2 post-rename from `omniperf`.
+  See [ROCm Compute Profiler and ROCm Systems Profiler post-upgrade issues](#rocm-compute-profiler-and-rocm-systems-profiler-post-upgrade-issues).
 
-#### **ROCm SMI** (7.3.0)
+### **ROCm Systems Profiler** (0.1.0)
 
-##### Optimizations
+#### Added
 
-* Improved handling of UnicodeEncodeErrors with non UTF-8 locales. Non UTF-8 locales were causing crashes on UTF-8 special characters.
+* Improvements to support OMPT target offload.
 
-##### Resolved issues
+#### Resolved issues
 
-* Fixed an issue where the Compute Partition tests segfaulted when AMDGPU was loaded with optional parameters.
+* Fixed an issue with generated Perfetto files. See [issue #3767](https://github.com/ROCm/ROCm/issues/3767) for more information.
 
-##### Known issues
+* Fixed an issue with merging multiple `.proto` files.
 
-* 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`.
+* Fixed an issue causing GPU resource data to be missing from traces of Instinct MI300A systems.
 
-#### **rocPRIM** (3.2.1)
+* Fixed a minor issue for users upgrading to ROCm 6.3 from 6.2 post-rename from `omnitrace`.
+  See [ROCm Compute Profiler and ROCm Systems Profiler post-upgrade issues](#rocm-compute-profiler-and-rocm-systems-profiler-post-upgrade-issues).
 
-##### Optimizations
+## ROCm known issues
 
-* Improved performance of `block_reduce_warp_reduce` when warp size equals block size.
+ROCm known issues are noted on {fab}`github` [GitHub](https://github.com/ROCm/ROCm/labels/Verified%20Issue). For known
+issues related to individual components, review the [Detailed component changes](#detailed-component-changes).
 
-### ROCm known issues
+### PCI Express Qualification Tool failure on Debian 12
 
-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.
+The PCI Express Qualification Tool (PEQT) module present in the ROCm Validation Suite (RVS) might fail due to the segmentation issue in Debian 12 (bookworm). This will result in failure to determine the characteristics of the PCIe interconnect between the host platform and the GPU like support for Gen 3 atomic completers, DMA transfer statistics, link speed, and link width. The standard PCIe command `lspci` can be used as an alternative to view the characteristics of the PCIe bus interconnect with the GPU. This issue is under investigation and will be addressed in a future release. See [GitHub issue #4175](https://github.com/ROCm/ROCm/issues/4175).
 
-#### Instinct MI300X GPU recovery failure on uncorrectable errors
+## ROCm resolved issues
 
-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.
+The following are previously known issues resolved in this release. For resolved issues related to
+individual components, review the [Detailed component changes](#detailed-component-changes).
 
-This issue is under investigation and will be resolved in a future ROCm release.
+### Instinct MI300 series: backward weights convolution performance issue
 
-See [issue #3766](https://github.com/ROCm/ROCm/issues/3766) on GitHub.
+Fixed a performance issue affecting certain tensor shapes during backward weights convolution when using FP16 or FP32 data types on Instinct MI300 series accelerators. See [GitHub issue #4080](https://github.com/ROCm/ROCm/issues/4080).
 
-### ROCm upcoming changes
+### ROCm Compute Profiler and ROCm Systems Profiler post-upgrade issues
+
+Packaging metadata for ROCm Compute Profiler (`rocprofiler-compute`) and ROCm Systems Profiler
+(`rocprofiler-systems`) has been updated to handle the renaming from Omniperf and Omnitrace,
+respectively. This fixes minor issues when upgrading from ROCm 6.2 to 6.3. For more information, see the GitHub issues
+[#4082](https://github.com/ROCm/ROCm/issues/4082) and
+[#4083](https://github.com/ROCm/ROCm/issues/4083).
+
+### Stale file due to OpenCL ICD loader deprecation
+
+When upgrading from ROCm 6.2.x to ROCm 6.3.0, the issue of removal of the `rocm-icd-loader` package
+leaving a stale file in the old `rocm-6.2.x` directory has been resolved. The stale files left during
+the upgrade from ROCm 6.2.x to ROCm 6.3.0 will be removed when upgrading to ROCm 6.3.1. For more
+information, see [GitHub issue #4084](https://github.com/ROCm/ROCm/issues/4084).
+
+## ROCm upcoming changes
 
 The following changes to the ROCm software stack are anticipated for future releases.
 
-#### rocm-llvm-alt
+### AMDGPU wavefront size compiler macro deprecation
 
-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*".
+The `__AMDGCN_WAVEFRONT_SIZE__` macro will be deprecated in an upcoming
+release. It is recommended to remove any use of this macro. For more information, see [AMDGPU
+support](https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.3.1/LLVM/clang/html/AMDGPUSupport.html).
 
-#### rccl-rdma-sharp-plugins
+### HIPCC Perl scripts deprecation
+
+The HIPCC Perl scripts (`hipcc.pl` and `hipconfig.pl`) will be removed in an upcoming release.
 
-The RCCL plugin package, `rccl-rdma-sharp-plugins`, will be removed in an upcoming ROCm release. 

default.xml

@@ -1,17 +1,14 @@
 <?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-6.3.1"
      remote="rocm-org"
      sync-c="true"
      sync-j="4" />
 <!--list of projects for ROCm-->
     <project name="ROCK-Kernel-Driver" />
     <project name="ROCR-Runtime" />
-    <project name="ROCT-Thunk-Interface" />
     <project name="amdsmi" />
-    <project name="omniperf" />
-    <project name="omnitrace" />
     <project name="rdc" />
     <project name="rocm_bandwidth_test" />
     <project name="rocm_smi_lib" />
@@ -21,6 +18,8 @@
     <project name="rocprofiler" />
     <project name="rocprofiler-register" />
     <project name="rocprofiler-sdk" />
+    <project name="rocprofiler-compute" />
+    <project name="rocprofiler-systems" />
     <project name="roctracer" />
 <!--HIP Projects-->
     <project name="HIP" />
@@ -42,6 +41,7 @@
     <project groups="mathlibs" name="ROCmValidationSuite" />
     <project groups="mathlibs" name="Tensile" />
     <project groups="mathlibs" name="composable_kernel" />
+    <project groups="mathlibs" name="hipBLAS-common" />
     <project groups="mathlibs" name="hipBLAS" />
     <project groups="mathlibs" name="hipBLASLt" />
     <project groups="mathlibs" name="hipCUB" />
@@ -57,6 +57,7 @@
     <project groups="mathlibs" name="rocALUTION" />
     <project groups="mathlibs" name="rocBLAS" />
     <project groups="mathlibs" name="rocDecode" />
+    <project groups="mathlibs" name="rocJPEG" />
     <project groups="mathlibs" name="rocPyDecode" />
     <project groups="mathlibs" name="rocFFT" />
     <project groups="mathlibs" name="rocPRIM" />
@@ -67,6 +68,7 @@
     <project groups="mathlibs" name="rocWMMA" />
     <project groups="mathlibs" name="rocm-cmake" />
     <project groups="mathlibs" name="rpp" />
+    <project groups="mathlibs" name="TransferBench" />
 <!-- Projects for OpenMP-Extras -->
     <project name="aomp" path="openmp-extras/aomp" />
     <project name="aomp-extras" path="openmp-extras/aomp-extras" />

docs/about/license.md

@@ -25,7 +25,7 @@ additional licenses. Please review individual repositories for more information.
 <!-- spellcheck-disable -->
 | Component | License |
 |:---------------------|:-------------------------|
-| [AMD Common Language Runtime (CLR)](https://github.com/ROCm/clr) | [MIT](https://github.com/ROCm/clr/blob/develop/LICENCE) |
+| [AMD Compute Language Runtime (CLR)](https://github.com/ROCm/clr) | [MIT](https://github.com/ROCm/clr/blob/develop/LICENCE) |
 | [AMD SMI](https://github.com/ROCm/amdsmi) | [MIT](https://github.com/ROCm/amdsmi/blob/develop/LICENSE) |
 | [aomp](https://github.com/ROCm/aomp/) | [Apache 2.0](https://github.com/ROCm/aomp/blob/aomp-dev/LICENSE) |
 | [aomp-extras](https://github.com/ROCm/aomp-extras/) | [MIT](https://github.com/ROCm/aomp-extras/blob/aomp-dev/LICENSE) |
@@ -52,26 +52,27 @@ additional licenses. Please review individual repositories for more information.
 | [MIGraphX](https://github.com/ROCm/AMDMIGraphX/) | [MIT](https://github.com/ROCm/AMDMIGraphX/blob/develop/LICENSE) |
 | [MIOpen](https://github.com/ROCm/MIOpen/) | [MIT](https://github.com/ROCm/MIOpen/blob/develop/LICENSE.txt) |
 | [MIVisionX](https://github.com/ROCm/MIVisionX/) | [MIT](https://github.com/ROCm/MIVisionX/blob/develop/LICENSE.txt) |
-| [Omniperf](https://github.com/ROCm/omniperf) | [MIT](https://github.com/ROCm/omniperf/blob/main/LICENSE) |
-| [Omnitrace](https://github.com/ROCm/omnitrace) | [MIT](https://github.com/ROCm/omnitrace/blob/main/LICENSE) |
 | [rocAL](https://github.com/ROCm/rocAL) | [MIT](https://github.com/ROCm/rocAL/blob/develop/LICENSE.txt) |
 | [rocALUTION](https://github.com/ROCm/rocALUTION/) | [MIT](https://github.com/ROCm/rocALUTION/blob/develop/LICENSE.md) |
 | [rocBLAS](https://github.com/ROCm/rocBLAS/) | [MIT](https://github.com/ROCm/rocBLAS/blob/develop/LICENSE.md) |
 | [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) |
+| [rocJPEG](https://github.com/ROCm/rocJPEG/) | [MIT](https://github.com/ROCm/rocJPEG/blob/develop/LICENSE) |
 | [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) |
 | [ROCm CMake](https://github.com/ROCm/rocm-cmake/) | [MIT](https://github.com/ROCm/rocm-cmake/blob/develop/LICENSE) |
 | [ROCm Communication Collectives Library (RCCL)](https://github.com/ROCm/rccl/) | [Custom](https://github.com/ROCm/rccl/blob/develop/LICENSE.txt) |
 | [ROCm-Core](https://github.com/ROCm/rocm-core) | [MIT](https://github.com/ROCm/rocm-core/blob/master/copyright) |
+| [ROCm Compute Profiler](https://github.com/ROCm/rocprofiler-compute) | [MIT](https://github.com/ROCm/rocprofiler-compute/blob/amd-staging/LICENSE) |
 | [ROCm Data Center (RDC)](https://github.com/ROCm/rdc/) | [MIT](https://github.com/ROCm/rdc/blob/develop/LICENSE) |
 | [ROCm-Device-Libs](https://github.com/ROCm/llvm-project/tree/amd-staging/amd/device-libs) | [The University of Illinois/NCSA](https://github.com/ROCm/llvm-project/blob/amd-staging/amd/device-libs/LICENSE.TXT) |
 | [ROCm-OpenCL-Runtime](https://github.com/ROCm/clr/tree/develop/opencl) | [MIT](https://github.com/ROCm/clr/blob/develop/opencl/LICENSE.txt) |
 | [ROCm Performance Primitives (RPP)](https://github.com/ROCm/rpp) | [MIT](https://github.com/ROCm/rpp/blob/develop/LICENSE) |
 | [ROCm SMI Lib](https://github.com/ROCm/rocm_smi_lib/) | [MIT](https://github.com/ROCm/rocm_smi_lib/blob/develop/License.txt) |
+| [ROCm Systems Profiler](https://github.com/ROCm/rocprofiler-systems) | [MIT](https://github.com/ROCm/rocprofiler-systems/blob/amd-staging/LICENSE) |
 | [ROCm Validation Suite](https://github.com/ROCm/ROCmValidationSuite/) | [MIT](https://github.com/ROCm/ROCmValidationSuite/blob/master/LICENSE) |
 | [rocPRIM](https://github.com/ROCm/rocPRIM/) | [MIT](https://github.com/ROCm/rocPRIM/blob/develop/LICENSE.txt) |
 | [ROCProfiler](https://github.com/ROCm/rocprofiler/) | [MIT](https://github.com/ROCm/rocprofiler/blob/amd-master/LICENSE) |
@@ -84,7 +85,6 @@ additional licenses. Please review individual repositories for more information.
 | [rocSPARSE](https://github.com/ROCm/rocSPARSE/) | [MIT](https://github.com/ROCm/rocSPARSE/blob/develop/LICENSE.md) |
 | [rocThrust](https://github.com/ROCm/rocThrust/) | [Apache 2.0](https://github.com/ROCm/rocThrust/blob/develop/LICENSE) |
 | [ROCTracer](https://github.com/ROCm/roctracer/) | [MIT](https://github.com/ROCm/roctracer/blob/amd-master/LICENSE) |
-| [ROCT-Thunk-Interface](https://github.com/ROCm/ROCT-Thunk-Interface/) | [MIT](https://github.com/ROCm/ROCT-Thunk-Interface/blob/master/LICENSE.md) |
 | [rocWMMA](https://github.com/ROCm/rocWMMA/) | [MIT](https://github.com/ROCm/rocWMMA/blob/develop/LICENSE.md) |
 | [Tensile](https://github.com/ROCm/Tensile/) | [MIT](https://github.com/ROCm/Tensile/blob/develop/LICENSE.md) |
 | [TransferBench](https://github.com/ROCm/TransferBench) | [MIT](https://github.com/ROCm/TransferBench/blob/develop/LICENSE.md) |

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

@@ -1,117 +1,128 @@
-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,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.2, 6.1.1, 6.1.0, 6.0.2, 6.0.0
+      :ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04,,,,,
+      ,Ubuntu 22.04.5,Ubuntu 22.04.5,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3, 22.04.2","Ubuntu 22.04.4, 22.04.3, 22.04.2"
+      ,,,,,,,"Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5"
+      ,"RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3, 9.2","RHEL 9.4, 9.3, 9.2","RHEL 9.4, 9.3, 9.2","RHEL 9.3, 9.2","RHEL 9.3, 9.2"
+      ,RHEL 8.10,RHEL 8.10,"RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8"
+      ,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4"
+      ,,,,,,,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9
+      ,Oracle Linux 8.10 [#mic300x-past-60]_,Oracle Linux 8.10 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,Oracle Linux 8.9 [#mic300x-past-60]_,,,
+,Debian 12 [#mic300x-past-60]_,,,,,,,,,,
+      ,.. _architecture-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3
+      ,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
+      ,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
+      ,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
+      ,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2
+      ,.. _gpu-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100
+      ,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
+      ,gfx942,gfx942,gfx942 [#mi300_624-past-60]_,gfx942 [#mi300_622-past-60]_,gfx942 [#mi300_621-past-60]_,gfx942 [#mi300_620-past-60]_, gfx942 [#mi300_612-past-60]_, gfx942 [#mi300_611-past-60]_, gfx942 [#mi300_610-past-60]_, gfx942 [#mi300_602-past-60]_, gfx942 [#mi300_600-past-60]_
+      ,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a
+      ,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908
+      ,,,,,,,,,,,
+      FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`PyTorch <../compatibility/pytorch-compatiblity>`,"2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
+      :doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.17.0, 2.16.2, 2.15.1","2.17.0, 2.16.2, 2.15.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.14.0, 2.13.1, 2.12.1","2.14.0, 2.13.1, 2.12.1"
+      :doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.35,0.4.35,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26
+      `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.14.1,1.14.1
+      ,,,,,,,,,,,
+      THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix-past-60:,,,,,,,,,,
+      `UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.2.0,>=1.2.0
+      `UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1
+      ,,,,,,,,,,,
+      THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix-past-60:,,,,,,,,,,
+      Thrust,2.3.2,2.3.2,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
+      CUB,2.3.2,2.3.2,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
+,,,,,,,,,,,
+      ,,,,,,,,,,,
+      KMD & USER SPACE [#kfd_support-past-60]_,.. _kfd-userspace-support-compatibility-matrix-past-60:,,,,,,,,,
+      Tested user space versions,"6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.3.x, 6.2.x, 6.1.x, 6.0.x, 5.7.x","6.2.x, 6.1.x, 6.0.x, 5.7.x, 5.6.x","6.2.x, 6.1.x, 6.0.x, 5.7.x, 5.6.x"
+      ,,,,,,,,,,,
+      ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0
+      :doc:`MIGraphX <amdmigraphx:index>`,2.11.0,2.11.0,2.10.0,2.10.0,2.10.0,2.10.0,2.9.0,2.9.0,2.9.0,2.8.0,2.8.0
+      :doc:`MIOpen <miopen:index>`,3.3.0,3.3.0,3.2.0,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`MIVisionX <mivisionx:index>`,3.1.0,3.1.0,3.0.0,3.0.0,3.0.0,3.0.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0
+      :doc:`rocAL <rocal:index>`,2.1.0,2.1.0,2.0.0,2.0.0,2.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      :doc:`rocDecode <rocdecode:index>`,0.8.0,0.8.0,0.6.0,0.6.0,0.6.0,0.6.0,0.6.0,0.5.0,0.5.0,N/A,N/A
+      :doc:`rocJPEG <rocjpeg:index>`,0.6.0,0.6.0,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A,N/A
+      :doc:`rocPyDecode <rocpydecode:index>`,0.2.0,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0,N/A,N/A,N/A,N/A,N/A
+      :doc:`RPP <rpp:index>`,1.9.1,1.9.1,1.8.0,1.8.0,1.8.0,1.8.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0
+      ,,,,,,,,,,,
+      COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`RCCL <rccl:index>`,2.21.5,2.21.5,2.20.5,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
+      ,,,,,,,,,,,
+      MATH LIBS,.. _mathlibs-support-compatibility-matrix-past-60:,,,,,,,,,,
+      `half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0
+      :doc:`hipBLAS <hipblas:index>`,2.3.0,2.3.0,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0
+      :doc:`hipBLASLt <hipblaslt:index>`,0.10.0,0.10.0,0.8.0,0.8.0,0.8.0,0.8.0,0.7.0,0.7.0,0.7.0,0.6.0,0.6.0
+      :doc:`hipFFT <hipfft:index>`,1.0.17,1.0.17,1.0.16,1.0.15,1.0.15,1.0.14,1.0.14,1.0.14,1.0.14,1.0.13,1.0.13
+      :doc:`hipfort <hipfort:index>`,0.5.0,0.5.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0
+      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.11.1,2.11.0,2.11.0,2.11.0,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16
+,,,,,,,,,,,
+      :doc:`hipSOLVER <hipsolver:index>`,2.3.0,2.3.0,2.2.0,2.2.0,2.2.0,2.2.0,2.1.1,2.1.1,2.1.0,2.0.0,2.0.0
+      :doc:`hipSPARSE <hipsparse:index>`,3.1.2,3.1.2,3.1.1,3.1.1,3.1.1,3.1.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
+      :doc:`hipSPARSELt <hipsparselt:index>`,0.2.2,0.2.2,0.2.1,0.2.1,0.2.1,0.2.1,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0
+      :doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.1,3.2.1,3.2.0,3.2.0,3.2.0,3.1.1,3.1.1,3.1.1,3.0.3,3.0.3
+      :doc:`rocBLAS <rocblas:index>`,4.3.0,4.3.0,4.2.4,4.2.1,4.2.1,4.2.0,4.1.2,4.1.0,4.1.0,4.0.0,4.0.0
+      :doc:`rocFFT <rocfft:index>`,1.0.31,1.0.31,1.0.30,1.0.29,1.0.29,1.0.28,1.0.27,1.0.27,1.0.26,1.0.25,1.0.23
+      :doc:`rocRAND <rocrand:index>`,3.2.0,3.2.0,3.1.1,3.1.0,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.0,2.10.17
+      :doc:`rocSOLVER <rocsolver:index>`,3.27.0,3.27.0,3.26.2,3.26.0,3.26.0,3.26.0,3.25.0,3.25.0,3.25.0,3.24.0,3.24.0
+      :doc:`rocSPARSE <rocsparse:index>`,3.3.0,3.3.0,3.2.1,3.2.0,3.2.0,3.2.0,3.1.2,3.1.2,3.1.2,3.0.2,3.0.2
+      :doc:`rocWMMA <rocwmma:index>`,1.6.0,1.6.0,1.5.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0
+      :doc:`Tensile <tensile:index>`,4.42.0,4.42.0,4.41.0,4.41.0,4.41.0,4.41.0,4.40.0,4.40.0,4.40.0,4.39.0,4.39.0
+      ,,,,,,,,,,,
+      PRIMITIVES,.. _primitivelibs-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`hipCUB <hipcub:index>`,3.3.0,3.3.0,3.2.1,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`hipTensor <hiptensor:index>`,1.4.0,1.4.0,1.3.0,1.3.0,1.3.0,1.3.0,1.2.0,1.2.0,1.2.0,1.1.0,1.1.0
+      :doc:`rocPRIM <rocprim:index>`,3.3.0,3.3.0,3.2.2,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
+      :doc:`rocThrust <rocthrust:index>`,3.3.0,3.3.0,3.1.1,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
+      ,,,,,,,,,,,
+      SUPPORT LIBS,,,,,,,,,,,
+      `hipother <https://github.com/ROCm/hipother>`_,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+,,,,,,,,,,,
+      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.3.1,6.3.0,6.2.4,6.2.2,6.2.1,6.2.0,6.1.2,6.1.1,6.1.0,6.0.2,6.0.0
+      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,N/A [#ROCT-rocr-past-60]_,N/A [#ROCT-rocr-past-60]_,20240607.5.7,20240607.5.7,20240607.4.05,20240607.1.4246,20240125.5.08,20240125.5.08,20240125.3.30,20231016.2.245,20231016.2.245
+      ,,,,,,,,,,,
+      SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`AMD SMI <amdsmi:index>`,24.7.1,24.7.1,24.6.3,24.6.3,24.6.3,24.6.2,24.5.1,24.5.1,24.4.1,23.4.2,23.4.2
+      :doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0
+      :doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      :doc:`ROCm SMI <rocm_smi_lib:index>`,7.4.0,7.4.0,7.3.0,7.3.0,7.3.0,7.3.0,7.2.0,7.0.0,7.0.0,6.0.2,6.0.0
+      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,1.1.0,1.1.0,1.0.60204,1.0.60202,1.0.60201,1.0.60200,1.0.60102,1.0.60101,1.0.60100,1.0.60002,1.0.60000
+      ,,,,,,,,,,,
+      PERFORMANCE TOOLS,,,,,,,,,,,
+      :doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0
+      :doc:`ROCm Compute Profiler <rocprofiler-compute:index>`,3.0.0,3.0.0,2.0.1,2.0.1,2.0.1,2.0.1,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCm Systems Profiler <rocprofiler-systems:index>`,0.1.0,0.1.0,1.11.2,1.11.2,1.11.2,1.11.2,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60301,2.0.60300,2.0.60204,2.0.60202,2.0.60201,2.0.60200,2.0.60102,2.0.60101,2.0.60100,2.0.60002,2.0.60000
+,,,,,,,,,,,
+      :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.5.0,0.5.0,0.4.0,0.4.0,0.4.0,0.4.0,N/A,N/A,N/A,N/A,N/A
+      :doc:`ROCTracer <roctracer:index>`,4.1.60301,4.1.60300,4.1.60204,4.1.60202,4.1.60201,4.1.60200,4.1.60102,4.1.60101,4.1.60100,4.1.60002,4.1.60000
+,,,,,,,,,,,
+      ,,,,,,,,,,,
+      DEVELOPMENT TOOLS,,,,,,,,,,,
+      :doc:`HIPIFY <hipify:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+,,,,,,,,,,,
+      :doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.14.0,0.14.0,0.13.0,0.13.0,0.13.0,0.13.0,0.12.0,0.12.0,0.12.0,0.11.0,0.11.0
+      :doc:`ROCdbgapi <rocdbgapi:index>`,0.77.0,0.77.0,0.76.0,0.76.0,0.76.0,0.76.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0
+      :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,15.2.0,15.2.0,14.2.0,14.2.0,14.2.0,14.2.0,14.1.0,14.1.0,14.1.0,13.2.0,13.2.0
+      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.3.0,0.3.0,0.3.0,N/A,N/A
+      :doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3
+      ,,,,,,,,,,,
+      COMPILERS,.. _compilers-support-compatibility-matrix-past-60:,,,,,,,,,,
+      `clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A,N/A,N/A,N/A,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0
+      :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
+      `Flang <https://github.com/ROCm/flang>`_,18.0.0.24491,18.0.0.24455,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      :doc:`llvm-project <llvm-project:index>`,18.0.0.24455,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24455,18.0.0.24491,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
+,,,,,,,,,,,
+      ,,,,,,,,,,,
+      RUNTIMES,.. _runtime-support-compatibility-matrix-past-60:,,,,,,,,,,
+      :doc:`AMD CLR <hip:understand/amd_clr>`,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+,,,,,,,,,,,
+      :doc:`HIP <hip:index>`,6.3.42133,6.3.42131,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
+,,,,,,,,,,,
+      `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0
+      :doc:`ROCr Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.14.0,1.14.0,1.14.0,1.13.0,1.13.0,1.13.0,1.13.0,1.12.0,1.12.0

docs/compatibility/compatibility-matrix.rst

@@ -10,10 +10,11 @@ Use this matrix to view the ROCm compatibility and system requirements across su
 
 You can also refer to the :ref:`past versions of ROCm compatibility matrix<past-rocm-compatibility-matrix>`.
 
-
-.. note::
-
-   Like AMD Instinct accelerators, AMD Radeon and Radeon Pro GPUs can be used in environments for compute purposes (no display information or graphics). If using AMD Radeon or Radeon Pro GPUs with ROCm for graphics-related purposes (for example, display connected), review the `Compatibility matrices <https://rocm.docs.amd.com/projects/radeon/en/latest/docs/compatibility.html>`_ in the Use ROCm on Radeon GPU documentation to confirm system requirements.
+Accelerators and GPUs listed in the following table support compute workloads (no display
+information or graphics). If you’re using ROCm with AMD Radeon or Radeon Pro GPUs for graphics
+workloads, see the `Use ROCm on Radeon GPU documentation
+<https://rocm.docs.amd.com/projects/radeon/en/latest/docs/compatibility.html>`_ to verify
+compatibility and system requirements.
 
 .. |br| raw:: html
 
@@ -21,18 +22,17 @@ You can also refer to the :ref:`past versions of ROCm compatibility matrix<past-
 
 .. container:: format-big-table
 
-  .. csv-table:: 
-      :header: "ROCm Version", "6.2.2", "6.2.1", "6.1.0"
+  .. csv-table::
+      :header: "ROCm Version", "6.3.1", "6.3.0", "6.2.0"
       :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
-      ,"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"
-      ,"RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.9, 8.8"
-      ,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP5, SP4"
-      ,,,CentOS 7.9
-      ,Oracle Linux 8.9 [#oracle89]_,Oracle Linux 8.9 [#oracle89]_,
+      :ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,Ubuntu 24.04
+      ,Ubuntu 22.04.5,Ubuntu 22.04.5,"Ubuntu 22.04.5, 22.04.4"
+      ,"RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.4, 9.3"
+      ,RHEL 8.10,RHEL 8.10,"RHEL 8.10, 8.9"
+      ,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5"
+      ,Oracle Linux 8.10 [#mi300x]_,Oracle Linux 8.10 [#mi300x]_,Oracle Linux 8.9 [#mi300x]_
+      ,Debian 12 [#mi300x]_,,
       ,.. _architecture-support-compatibility-matrix:,,
       :doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3
       ,CDNA2,CDNA2,CDNA2
@@ -42,154 +42,147 @@ You can also refer to the :ref:`past versions of ROCm compatibility matrix<past-
       ,.. _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,gfx942,gfx942 [#mi300_620]_
       ,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:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26
+      :doc:`PyTorch <../compatibility/pytorch-compatiblity>`,"2.4, 2.3, 2.2, 1.13","2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13"
+      :doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.17.0, 2.16.2, 2.15.1","2.17.0, 2.16.2, 2.15.1","2.16.1, 2.15.1, 2.14.1"
+      :doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.35,0.4.35,0.4.26
       `ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3
       ,,,
       THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix:,,
       `UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0
-      `UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.14.1
+      `UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0
       ,,,
       THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix:,,
-      Thrust,2.2.0,2.2.0,2.1.0
-      CUB,2.2.0,2.2.0,2.1.0
+      Thrust,2.3.2,2.3.2,2.2.0
+      CUB,2.3.2,2.3.2,2.2.0
       ,,,
-      KFD & USER SPACE [#kfd_support]_,.. _kfd-userspace-support-compatibility-matrix:,,
-      Tested user space versions,"6.1.x, 6.0.x","6.1.x, 6.0.x","6.2.x, 6.0.x, 5.7.x"
+      KMD & USER SPACE [#kfd_support]_,.. _kfd-userspace-support-compatibility-matrix:,,
+      Tested user space versions,"6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x, 6.0.x"
       ,,,
       ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix:,,
       :doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0
-      :doc:`MIGraphX <amdmigraphx:index>`,2.10.0,2.10.0,2.9.0
-      :doc:`MIOpen <miopen:index>`,3.2.0,3.2.0,3.1.0
-      :doc:`MIVisionX <mivisionx:index>`,3.0.0,3.0.0,2.5.0
-      :doc:`rocAL <rocal:index>`,2.0.0,2.0.0,1.0.0
-      :doc:`rocDecode <rocdecode:index>`,0.6.0,0.6.0,0.5.0
-      :doc:`rocPyDecode <rocpydecode:index>`,0.1.0,0.1.0,N/A
-      :doc:`RPP <rpp:index>`,1.8.0,1.8.0,1.5.0
+      :doc:`MIGraphX <amdmigraphx:index>`,2.11.0,2.11.0,2.10.0
+      :doc:`MIOpen <miopen:index>`,3.3.0,3.3.0,3.2.0
+      :doc:`MIVisionX <mivisionx:index>`,3.1.0,3.1.0,3.0.0
+      :doc:`rocAL <rocal:index>`,2.1.0,2.1.0,1.0.0
+      :doc:`rocDecode <rocdecode:index>`,0.8.0,0.8.0,0.6.0
+      :doc:`rocJPEG <rocjpeg:index>`,0.6.0,0.6.0,N/A
+      :doc:`rocPyDecode <rocpydecode:index>`,0.2.0,0.2.0,0.1.0
+      :doc:`RPP <rpp:index>`,1.9.1,1.9.1,1.8.0
       ,,,
       COMMUNICATION,.. _commlibs-support-compatibility-matrix:,,
-      :doc:`RCCL <rccl:index>`,2.20.5,2.20.5,2.18.6
+      :doc:`RCCL <rccl:index>`,2.21.5,2.21.5,2.20.5
       ,,,
       MATH LIBS,.. _mathlibs-support-compatibility-matrix:,,
       `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:`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:`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:`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
+      :doc:`hipBLAS <hipblas:index>`,2.3.0,2.3.0,2.2.0
+      :doc:`hipBLASLt <hipblaslt:index>`,0.10.0,0.10.0,0.8.0
+      :doc:`hipFFT <hipfft:index>`,1.0.17,1.0.17,1.0.14
+      :doc:`hipfort <hipfort:index>`,0.5.0,0.5.0,0.4.0
+      :doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.11.0
+      :doc:`hipSOLVER <hipsolver:index>`,2.3.0,2.3.0,2.2.0
+      :doc:`hipSPARSE <hipsparse:index>`,3.1.2,3.1.2,3.1.1
+      :doc:`hipSPARSELt <hipsparselt:index>`,0.2.2,0.2.2,0.2.1
+      :doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.1,3.2.0
+      :doc:`rocBLAS <rocblas:index>`,4.3.0,4.3.0,4.2.0
+      :doc:`rocFFT <rocfft:index>`,1.0.31,1.0.31,1.0.28
+      :doc:`rocRAND <rocrand:index>`,3.2.0,3.2.0,3.1.0
+      :doc:`rocSOLVER <rocsolver:index>`,3.27.0,3.27.0,3.26.0
+      :doc:`rocSPARSE <rocsparse:index>`,3.3.0,3.3.0,3.2.0
+      :doc:`rocWMMA <rocwmma:index>`,1.6.0,1.6.0,1.5.0
+      :doc:`Tensile <tensile:index>`,4.42.0,4.42.0,4.41.0
       ,,,
       PRIMITIVES,.. _primitivelibs-support-compatibility-matrix:,,
-      :doc:`hipCUB <hipcub:index>`,3.2.0,3.2.0,3.1.0
-      :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:`hipCUB <hipcub:index>`,3.3.0,3.3.0,3.2.0
+      :doc:`hipTensor <hiptensor:index>`,1.4.0,1.4.0,1.3.0
+      :doc:`rocPRIM <rocprim:index>`,3.3.0,3.3.0,3.2.0
+      :doc:`rocThrust <rocthrust:index>`,3.3.0,3.3.0,3.0.1
       ,,,
       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
+      `hipother <https://github.com/ROCm/hipother>`_,6.3.42133,6.3.42131,6.2.41133
+      `rocm-core <https://github.com/ROCm/rocm-core>`_,6.3.1,6.3.0,6.2.0
+      `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,N/A [#ROCT-rocr]_,N/A [#ROCT-rocr]_,20240607.1.4246
       ,,,
       SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix:,,
-      :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:`AMD SMI <amdsmi:index>`,24.7.1,24.7.1,24.6.2
+      :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 SMI <rocm_smi_lib:index>`,7.4.0,7.4.0,7.3.0
+      :doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,1.1.0,1.1.0,1.0.60200
       ,,,
       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-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:`ROCm Compute Profiler <rocprofiler-compute:index>`,3.0.0,3.0.0,2.0.1
+      :doc:`ROCm Systems Profiler <rocprofiler-systems:index>`,0.1.0,0.1.0,1.11.2
+      :doc:`ROCProfiler <rocprofiler:index>`,2.0.60301,2.0.60300,2.0.60200
+      :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.5.0,0.5.0,0.4.0
+      :doc:`ROCTracer <roctracer:index>`,4.1.60301,4.1.60300,4.1.60200
       ,,,
       DEVELOPMENT TOOLS,,,
-      :doc:`HIPIFY <hipify:index>`,18.0.0.24355,18.0.0.24355,17.0.0.24103
-      :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
-      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.3.0
+      :doc:`HIPIFY <hipify:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24232
+      :doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.14.0,0.14.0,0.13.0
+      :doc:`ROCdbgapi <rocdbgapi:index>`,0.77.0,0.77.0,0.76.0
+      :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,15.2.0,15.2.0,14.2.0
+      `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0
       :doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3
       ,,,
       COMPILERS,.. _compilers-support-compatibility-matrix:,,
-      `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
+      `clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A
+      :doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1
+      `Flang <https://github.com/ROCm/flang>`_,18.0.0.24491,18.0.0.24455,18.0.0.24232
+      :doc:`llvm-project <llvm-project:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24232
+      `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24491,18.0.0.24455,18.0.0.24232
       ,,,
       RUNTIMES,.. _runtime-support-compatibility-matrix:,,
-      :doc:`AMD CLR <hip:understand/amd_clr>`,6.2.41134,6.2.41134,6.1.40091
-      :doc:`HIP <hip:index>`,6.2.41134,6.2.41134,6.1.40091
+      :doc:`AMD CLR <hip:understand/amd_clr>`,6.3.42133,6.3.42131,6.2.41133
+      :doc:`HIP <hip:index>`,6.3.42133,6.3.42131,6.2.41133
       `OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0
-      :doc:`ROCR-Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.13.0
+      :doc:`ROCr Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.13.0
 
 
 .. rubric:: Footnotes
 
-.. [#red-hat94] RHEL 9.4 is supported only on AMD Instinct MI300A.
-.. [#oracle89] Oracle Linux is supported only on AMD Instinct MI300X.
-.. [#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.
-
+.. [#mi300x] Oracle Linux and Debian are supported only on AMD Instinct MI300X.
+.. [#mi300_620] **For ROCm 6.2.0** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
+.. [#kfd_support] ROCm provides forward and backward compatibility between the AMD Kernel-mode GPU Driver (KMD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
+.. [#ROCT-rocr] Starting from ROCm 6.3.0, the ROCT Thunk Interface is included as part of the ROCr runtime package.
 
 .. _OS-kernel-versions:
 
 Operating systems and kernel versions
 *************************************
 
-Use this look up table to confirm which operating system and kernel versions are supported with ROCm.
+Use this lookup table to confirm which operating system and kernel versions are supported with ROCm.
 
 .. csv-table:: 
    :header: "OS", "Version", "Kernel"
    :widths: 40, 20, 40
    :stub-columns: 1
 
-   `Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 24.04.1, "6.8 GA"
+   `Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 24.04.2, "6.8 GA, 6.11 HWE"
    , 24.04, "6.8 GA"
-   `Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 22.04.05, "5.15 GA, 6.8 HWE"
-   , 22.04.04, "5.15 GA, 6.5 HWE"
-   , 22.04.03, "5.15 GA, 6.2 HWE"
-   , 22.04.02, "5.15 GA, 5.19 HWE"
-   `Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 20.04.06, "5.15 HWE"
-   , 20.04.05, "5.15 HWE"
    ,,
-   `Red Hat Enterprise Linux (RHEL) <https://access.redhat.com/articles/3078#RHEL9>`_, 9.4, 5.14.0
+   `Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 22.04.5, "5.15 GA, 6.8 HWE"
+   , 22.04.4, "5.15 GA, 6.5 HWE"
+   ,,
+   `Red Hat Enterprise Linux (RHEL) <https://access.redhat.com/articles/3078#RHEL9>`_, 9.5, 5.14.0
+   ,9.4, 5.14.0
    ,9.3, 5.14.0
-   ,9.2, 5.14.0
    ,,
    `Red Hat Enterprise Linux (RHEL) <https://access.redhat.com/articles/3078#RHEL8>`_, 8.10, 4.18.0
    ,8.9, 4.18.0
-   ,8.8, 4.18.0
-   ,,
-   `CentOS <https://access.redhat.com/articles/3078#RHEL7>`_, 7.9, 3.10
    ,,
    `SUSE Linux Enterprise Server (SLES) <https://www.suse.com/support/kb/doc/?id=000019587#SLE15SP4>`_, 15 SP6, 6.4.0
    ,15 SP5, 5.14.21
-   ,15 SP4, 5.14.21
    ,,
-   `Oracle Linux <https://blogs.oracle.com/scoter/post/oracle-linux-and-unbreakable-enterprise-kernel-uek-releases>`_, 8.9, 5.15.0
- 
+   `Oracle Linux <https://blogs.oracle.com/scoter/post/oracle-linux-and-unbreakable-enterprise-kernel-uek-releases>`_, 8.10, 5.15.0
+   ,8.9, 5.15.0
+   ,,
+   `Debian <https://www.debian.org/download>`_,12, 6.1
 
 ..
    Footnotes and ref anchors in below historical tables should be appended with "-past-60", to differentiate from the 
@@ -214,11 +207,11 @@ Expand for full historical view of:
       :file: compatibility-matrix-historical-6.0.csv
       :header-rows: 1
       :stub-columns: 1
-   
+
    .. rubric:: Footnotes
 
-   .. [#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.
+   .. [#mic300x-past-60] Oracle Linux and Debian are supported only on AMD Instinct MI300X.
+   .. [#mi300_624-past-60] **For ROCm 6.2.4** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#mi300_622-past-60] **For ROCm 6.2.2** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#mi300_621-past-60] **For ROCm 6.2.1** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
    .. [#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].
@@ -227,4 +220,5 @@ 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 AMD Kernel-mode GPU Driver (KMD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
+   .. [#ROCT-rocr-past-60] Starting from ROCm 6.3.0, the ROCT Thunk Interface is included as part of the ROCr runtime package.

docs/compatibility/pytorch-compatiblity.rst

@@ -0,0 +1,951 @@
+.. meta::
+    :description: PyTorch compatibility
+    :keywords: GPU, PyTorch compatibility
+
+********************************************************************************
+PyTorch compatibility
+********************************************************************************
+
+`PyTorch <https://pytorch.org/>`_ is an open-source tensor library designed for
+deep learning. PyTorch on ROCm provides mixed-precision and large-scale training
+using `MIOpen <https://github.com/ROCm/MIOpen>`_ and
+`RCCL <https://github.com/ROCm/rccl>`_ libraries.
+
+ROCm support for PyTorch is upstreamed into the official PyTorch repository. Due to independent
+compatibility considerations, this results in two distinct release cycles for PyTorch on ROCm:
+
+- ROCm PyTorch release:
+
+  - Provides the latest version of ROCm but doesn't immediately support the latest stable PyTorch
+    version.
+
+  - Offers :ref:`Docker images <pytorch-docker-compat>` with ROCm and PyTorch
+    pre-installed.
+
+  - ROCm PyTorch repository: `<https://github.com/rocm/pytorch>`__
+
+  - See the :doc:`ROCm PyTorch installation guide <rocm-install-on-linux:install/3rd-party/pytorch-install>` to get started.
+
+- Official PyTorch release:
+
+  - Provides the latest stable version of PyTorch but doesn't immediately support the latest ROCm version.
+
+  - Official PyTorch repository: `<https://github.com/pytorch/pytorch>`__
+
+  - See the `Nightly and latest stable version installation guide <https://pytorch.org/get-started/locally/>`_
+    or `Previous versions <https://pytorch.org/get-started/previous-versions/>`_ to get started.
+
+The upstream PyTorch includes an automatic HIPification solution that automatically generates HIP
+source code from the CUDA backend. This approach allows PyTorch to support ROCm without requiring
+manual code modifications.
+
+ROCm's development is aligned with the stable release of PyTorch while upstream PyTorch testing uses
+the stable release of ROCm to maintain consistency.
+
+.. _pytorch-docker-compat:
+
+Docker image compatibility
+================================================================================
+
+AMD validates and publishes ready-made `PyTorch <https://hub.docker.com/r/rocm/pytorch>`_
+images with ROCm backends on Docker Hub. The following Docker image tags and
+associated inventories are validated for `ROCm 6.3.0 <https://repo.radeon.com/rocm/apt/6.3/>`_.
+
+.. list-table:: PyTorch Docker image components
+    :header-rows: 1
+    :class: docker-image-compatibility
+
+    * - Docker
+      - PyTorch
+      - Ubuntu
+      - Python
+      - Apex
+      - torchvision
+      - TensorBoard
+      - MAGMA
+      - UCX
+      - OMPI
+      - OFED
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu24.04_py3.12_pytorch_release_2.4.0/images/sha256-98ddf20333bd01ff749b8092b1190ee369a75d3b8c71c2fac80ffdcb1a98d529?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `2.4.0 <https://github.com/ROCm/pytorch/tree/release/2.4>`_
+      - 24.04
+      - `3.12 <https://www.python.org/downloads/release/python-3128/>`_
+      - `1.4.0 <https://github.com/ROCm/apex/tree/release/1.4.0>`_
+      - `0.19.0 <https://github.com/pytorch/vision/tree/v0.19.0>`_
+      - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
+      - `4.0.7 <https://github.com/open-mpi/ompi/tree/v4.0.7>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu22.04_py3.10_pytorch_release_2.4.0/images/sha256-402c9b4f1a6b5a81c634a1932b56cbe01abb699cfcc7463d226276997c6cf8ea?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `2.4.0 <https://github.com/ROCm/pytorch/tree/release/2.4>`_
+      - 22.04
+      - `3.10 <https://www.python.org/downloads/release/python-31016/>`_
+      - `1.4.0 <https://github.com/ROCm/apex/tree/release/1.4.0>`_
+      - `0.19.0 <https://github.com/pytorch/vision/tree/v0.19.0>`_
+      - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
+      - `4.0.7 <https://github.com/open-mpi/ompi/tree/v4.0.7>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu22.04_py3.9_pytorch_release_2.4.0/images/sha256-e0608b55d408c3bfe5c19fdd57a4ced3e0eb3a495b74c309980b60b156c526dd?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `2.4.0 <https://github.com/ROCm/pytorch/tree/release/2.4>`_
+      - 22.04
+      - `3.9 <https://www.python.org/downloads/release/python-3918/>`_
+      - `1.4.0 <https://github.com/ROCm/apex/tree/release/1.4.0>`_
+      - `0.19.0 <https://github.com/pytorch/vision/tree/v0.19.0>`_
+      - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
+      - `4.0.7 <https://github.com/open-mpi/ompi/tree/v4.0.7>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu22.04_py3.10_pytorch_release_2.3.0/images/sha256-652cf25263d05b1de548222970aeb76e60b12de101de66751264709c0d0ff9d8?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `2.3.0 <https://github.com/ROCm/pytorch/tree/release/2.3>`_
+      - 22.04
+      - `3.10 <https://www.python.org/downloads/release/python-31016/>`_
+      - `1.3.0 <https://github.com/ROCm/apex/tree/release/1.3.0>`_
+      - `0.18.0 <https://github.com/pytorch/vision/tree/v0.18.0>`_
+      - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.14.1 <https://github.com/openucx/ucx/tree/v1.14.1>`_
+      - `4.1.5 <https://github.com/open-mpi/ompi/tree/v4.1.5>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu22.04_py3.10_pytorch_release_2.2.1/images/sha256-051976f26beab8f9aa65d999e3ad546c027b39240a0cc3ee81b114a9024f2912?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `2.2.1 <https://github.com/ROCm/pytorch/tree/release/2.2>`_
+      - 22.04
+      - `3.10 <https://www.python.org/downloads/release/python-31016/>`_
+      - `1.2.0 <https://github.com/ROCm/apex/tree/release/1.2.0>`_
+      - `0.17.1 <https://github.com/pytorch/vision/tree/v0.17.1>`_
+      - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.14.1 <https://github.com/openucx/ucx/tree/v1.14.1>`_
+      - `4.1.5 <https://github.com/open-mpi/ompi/tree/v4.1.5>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu20.04_py3.9_pytorch_release_2.2.1/images/sha256-88c839a364d109d3748c100385bfa100d28090d25118cc723fd0406390ab2f7e?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `2.2.1 <https://github.com/ROCm/pytorch/tree/release/2.2>`_
+      - 20.04
+      - `3.9 <https://www.python.org/downloads/release/python-3921/>`_
+      - `1.2.0 <https://github.com/ROCm/apex/tree/release/1.2.0>`_
+      - `0.17.1 <https://github.com/pytorch/vision/tree/v0.17.1>`_
+      - `2.13.0 <https://github.com/tensorflow/tensorboard/tree/2.13.0>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
+      - `4.0.3 <https://github.com/open-mpi/ompi/tree/v4.0.3>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu22.04_py3.9_pytorch_release_1.13.1/images/sha256-994424ed07a63113f79dd9aa72159124c00f5fbfe18127151e6658f7d0b6f821?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `1.13.1 <https://github.com/ROCm/pytorch/tree/release/1.13>`_
+      - 22.04
+      - `3.9 <https://www.python.org/downloads/release/python-3921/>`_
+      - `1.0.0 <https://github.com/ROCm/apex/tree/release/1.0.0>`_
+      - `0.14.0 <https://github.com/pytorch/vision/tree/v0.14.0>`_
+      - `2.18.0 <https://github.com/tensorflow/tensorboard/tree/2.18>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.14.1 <https://github.com/openucx/ucx/tree/v1.14.1>`_
+      - `4.1.5 <https://github.com/open-mpi/ompi/tree/v4.1.5>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+    * - .. raw:: html
+
+           <a href="https://hub.docker.com/layers/rocm/pytorch/rocm6.3_ubuntu20.04_py3.9_pytorch_release_1.13.1/images/sha256-7b8139fe40a9aeb4bca3aecd15c22c1fa96e867d93479fa3a24fdeeeeafa1219?context=explore"><i class="fab fa-docker fa-lg"></i></a>
+
+      - `1.13.1 <https://github.com/ROCm/pytorch/tree/release/1.13>`_
+      - 20.04
+      - `3.9 <https://www.python.org/downloads/release/python-3921/>`_
+      - `1.0.0 <https://github.com/ROCm/apex/tree/release/1.0.0>`_
+      - `0.14.0 <https://github.com/pytorch/vision/tree/v0.14.0>`_
+      - `2.18.0 <https://github.com/tensorflow/tensorboard/tree/2.18>`_
+      - `master <https://bitbucket.org/icl/magma/src/master/>`_
+      - `1.10.0 <https://github.com/openucx/ucx/tree/v1.10.0>`_
+      - `4.0.3 <https://github.com/open-mpi/ompi/tree/v4.0.3>`_
+      - `5.3-1.0.5.0 <https://content.mellanox.com/ofed/MLNX_OFED-5.3-1.0.5.0/MLNX_OFED_LINUX-5.3-1.0.5.0-ubuntu20.04-x86_64.tgz>`_
+
+Critical ROCm libraries for PyTorch
+================================================================================
+
+The functionality of PyTorch with ROCm is shaped by its underlying library
+dependencies. These critical ROCm components affect the capabilities,
+performance, and feature set available to developers.
+
+.. list-table::
+    :header-rows: 1
+
+    * - ROCm library
+      - Version
+      - Purpose
+      - Used in
+    * - `Composable Kernel <https://github.com/ROCm/composable_kernel>`_
+      - 1.1.0
+      - Enables faster execution of core operations like matrix multiplication
+        (GEMM), convolutions and transformations.
+      - Speeds up ``torch.permute``, ``torch.view``, ``torch.matmul``,
+        ``torch.mm``, ``torch.bmm``, ``torch.nn.Conv2d``, ``torch.nn.Conv3d``
+        and ``torch.nn.MultiheadAttention``. 
+    * - `hipBLAS <https://github.com/ROCm/hipBLAS>`_
+      - 2.3.0
+      - Provides GPU-accelerated Basic Linear Algebra Subprograms (BLAS) for
+        matrix and vector operations.
+      - Supports operations like matrix multiplication, matrix-vector products,
+        and tensor contractions. Utilized in both dense and batched linear
+        algebra operations.
+    * - `hipBLASLt <https://github.com/ROCm/hipBLASLt>`_
+      - 0.10.0
+      - hipBLASLt is an extension of the hipBLAS library, providing additional
+        features like epilogues fused into the matrix multiplication kernel or
+        use of integer tensor cores.
+      - It accelerates operations like ``torch.matmul``, ``torch.mm``, and the
+        matrix multiplications used in convolutional and linear layers.
+    * - `hipCUB <https://github.com/ROCm/hipCUB>`_
+      - 3.3.0
+      - Provides a C++ template library for parallel algorithms for reduction,
+        scan, sort and select.
+      - Supports operations like ``torch.sum``, ``torch.cumsum``, ``torch.sort``
+        and ``torch.topk``. Operations on sparse tensors or tensors with
+        irregular shapes often involve scanning, sorting, and filtering, which
+        hipCUB handles efficiently.
+    * - `hipFFT <https://github.com/ROCm/hipFFT>`_
+      - 1.0.17
+      - Provides GPU-accelerated Fast Fourier Transform (FFT) operations.
+      - Used in functions like the ``torch.fft`` module.
+    * - `hipRAND <https://github.com/ROCm/hipRAND>`_
+      - 2.11.0
+      - Provides fast random number generation for GPUs.
+      - The ``torch.rand``, ``torch.randn`` and stochastic layers like 
+        ``torch.nn.Dropout``.
+    * - `hipSOLVER <https://github.com/ROCm/hipSOLVER>`_
+      - 2.3.0
+      - Provides GPU-accelerated solvers for linear systems, eigenvalues, and
+        singular value decompositions (SVD).
+      - Supports functions like ``torch.linalg.solve``,
+        ``torch.linalg.eig``, and ``torch.linalg.svd``.
+    * - `hipSPARSE <https://github.com/ROCm/hipSPARSE>`_
+      - 3.1.2
+      - Accelerates operations on sparse matrices, such as sparse matrix-vector
+        or matrix-matrix products.
+      - Sparse tensor operations ``torch.sparse``.
+    * - `hipSPARSELt <https://github.com/ROCm/hipSPARSELt>`_
+      - 0.2.2
+      - Accelerates operations on sparse matrices, such as sparse matrix-vector
+        or matrix-matrix products.
+      - Sparse tensor operations ``torch.sparse``.
+    * - `hipTensor <https://github.com/ROCm/hipTensor>`_
+      - 1.4.0
+      - Optimizes for high-performance tensor operations, such as contractions.
+      - Accelerates tensor algebra, especially in deep learning and scientific
+        computing.
+    * - `MIOpen <https://github.com/ROCm/MIOpen>`_
+      - 3.3.0
+      - Optimizes deep learning primitives such as convolutions, pooling,
+        normalization, and activation functions.
+      - Speeds up convolutional neural networks (CNNs), recurrent neural
+        networks (RNNs), and other layers. Used in operations like
+        ``torch.nn.Conv2d``, ``torch.nn.ReLU``, and ``torch.nn.LSTM``.
+    * - `MIGraphX <https://github.com/ROCm/AMDMIGraphX>`_
+      - 2.11.0
+      - Add graph-level optimizations, ONNX models and mixed precision support
+        and enable Ahead-of-Time (AOT) Compilation.
+      - Speeds up inference models and executes ONNX models for
+        compatibility with other frameworks.
+        ``torch.nn.Conv2d``, ``torch.nn.ReLU``, and ``torch.nn.LSTM``.
+    * - `MIVisionX <https://github.com/ROCm/MIVisionX>`_
+      - 3.1.0
+      - Optimizes acceleration for computer vision and AI workloads like
+        preprocessing, augmentation, and inferencing.
+      - Faster data preprocessing and augmentation pipelines for datasets like
+        ImageNet or COCO and easy to integrate into PyTorch's ``torch.utils.data``
+        and ``torchvision`` workflows.
+    * - `rocAL <https://github.com/ROCm/rocAL>`_
+      - 2.1.0
+      - Accelerates the data pipeline by offloading intensive preprocessing and
+        augmentation tasks. rocAL is part of MIVisionX.
+      - Easy to integrate into PyTorch's ``torch.utils.data`` and
+        ``torchvision`` data load workloads.
+    * - `RCCL <https://github.com/ROCm/rccl>`_
+      - 2.21.5
+      - Optimizes for multi-GPU communication for operations like AllReduce and
+        Broadcast.
+      - Distributed data parallel training (``torch.nn.parallel.DistributedDataParallel``).
+        Handles communication in multi-GPU setups.
+    * - `rocDecode <https://github.com/ROCm/rocDecode>`_
+      - 0.8.0
+      - Provide hardware-accelerated data decoding capabilities, particularly
+        for image, video, and other dataset formats.
+      - Can be integrated in ``torch.utils.data``, ``torchvision.transforms``
+        and ``torch.distributed``.
+    * - `rocJPEG <https://github.com/ROCm/rocJPEG>`_
+      - 0.6.0
+      - Provide hardware-accelerated JPEG image decoding and encoding.
+      - GPU accelerated ``torchvision.io.decode_jpeg`` and
+        ``torchvision.io.encode_jpeg`` and can be integrated in
+        ``torch.utils.data`` and ``torchvision``.
+    * - `RPP <https://github.com/ROCm/RPP>`_
+      - 1.9.1
+      - Speed up data augmentation, transformation, and other preprocessing step.
+      - Easy to integrate into PyTorch's ``torch.utils.data`` and
+        ``torchvision`` data load workloads.
+    * - `rocThrust <https://github.com/ROCm/rocThrust>`_
+      - 3.3.0
+      - Provides a C++ template library for parallel algorithms like sorting,
+        reduction, and scanning.
+      - Utilized in backend operations for tensor computations requiring
+        parallel processing.
+    * - `rocWMMA <https://github.com/ROCm/rocWMMA>`_
+      - 1.6.0
+      - Accelerates warp-level matrix-multiply and matrix-accumulate to speed up matrix
+        multiplication (GEMM) and accumulation operations with mixed precision
+        support.
+      - Linear layers (``torch.nn.Linear``), convolutional layers
+        (``torch.nn.Conv2d``), attention layers, general tensor operations that
+        involve matrix products, such as ``torch.matmul``, ``torch.bmm``, and
+        more.
+
+Supported and unsupported features
+================================================================================
+
+The following section maps GPU-accelerated PyTorch features to their supported
+ROCm and PyTorch versions.
+
+torch
+--------------------------------------------------------------------------------
+
+`torch <https://pytorch.org/docs/stable/index.html>`_ is the central module of
+PyTorch, providing data structures for multi-dimensional tensors and
+implementing mathematical operations on them. It also includes utilities for
+efficient serialization of tensors and arbitrary data types, along with various
+other tools.
+
+Tensor data types
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+The data type of a tensor is specified using the ``dtype`` attribute or argument, and PyTorch supports a wide range of data types for different use cases.
+
+The following table lists `torch.Tensor <https://pytorch.org/docs/stable/tensors.html>`_'s single data types:
+
+.. list-table::
+    :header-rows: 1
+
+    * - Data type
+      - Description
+      - Since PyTorch
+      - Since ROCm
+    * - ``torch.float8_e4m3fn``
+      - 8-bit floating point, e4m3
+      - 2.3
+      - 5.5
+    * - ``torch.float8_e5m2``
+      - 8-bit floating point, e5m2
+      - 2.3
+      - 5.5
+    * - ``torch.float16`` or ``torch.half``
+      - 16-bit floating point
+      - 0.1.6
+      - 2.0
+    * - ``torch.bfloat16``
+      - 16-bit floating point
+      - 1.6
+      - 2.6
+    * - ``torch.float32`` or ``torch.float``
+      - 32-bit floating point
+      - 0.1.12_2
+      - 2.0
+    * - ``torch.float64`` or ``torch.double``
+      - 64-bit floating point
+      - 0.1.12_2
+      - 2.0
+    * - ``torch.complex32`` or ``torch.chalf``
+      - PyTorch provides native support for 32-bit complex numbers
+      - 1.6
+      - 2.0
+    * - ``torch.complex64`` or ``torch.cfloat``
+      - PyTorch provides native support for 64-bit complex numbers
+      - 1.6
+      - 2.0
+    * - ``torch.complex128`` or ``torch.cdouble``
+      - PyTorch provides native support for 128-bit complex numbers
+      - 1.6
+      - 2.0
+    * - ``torch.uint8``
+      - 8-bit integer (unsigned)
+      - 0.1.12_2
+      - 2.0
+    * - ``torch.uint16``
+      - 16-bit integer (unsigned)
+      - 2.3
+      - Not natively supported
+    * - ``torch.uint32``
+      - 32-bit integer (unsigned)
+      - 2.3
+      - Not natively supported
+    * - ``torch.uint64``
+      - 32-bit integer (unsigned)
+      - 2.3
+      - Not natively supported
+    * - ``torch.int8``
+      - 8-bit integer (signed)
+      - 1.12
+      - 5.0
+    * - ``torch.int16`` or ``torch.short``
+      - 16-bit integer (signed)
+      - 0.1.12_2
+      - 2.0
+    * - ``torch.int32`` or ``torch.int``
+      - 32-bit integer (signed)
+      - 0.1.12_2
+      - 2.0
+    * - ``torch.int64`` or ``torch.long``
+      - 64-bit integer (signed)
+      - 0.1.12_2
+      - 2.0
+    * - ``torch.bool``
+      - Boolean
+      - 1.2
+      - 2.0
+    * - ``torch.quint8``
+      - Quantized 8-bit integer (unsigned)
+      - 1.8
+      - 5.0
+    * - ``torch.qint8``
+      - Quantized 8-bit integer (signed)
+      - 1.8
+      - 5.0
+    * - ``torch.qint32``
+      - Quantized 32-bit integer (signed)
+      - 1.8
+      - 5.0
+    * - ``torch.quint4x2``
+      - Quantized 4-bit integer (unsigned)
+      - 1.8
+      - 5.0
+
+.. note::
+
+  Unsigned types aside from ``uint8`` are currently only have limited support in
+  eager mode (they primarily exist to assist usage with ``torch.compile``).
+
+  The :doc:`ROCm precision support page <rocm:reference/precision-support>`
+  collected the native HW support of different data types.
+
+torch.cuda
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+``torch.cuda`` in PyTorch is a module that provides utilities and functions for
+managing and utilizing AMD and NVIDIA GPUs. It enables GPU-accelerated
+computations, memory management, and efficient execution of tensor operations,
+leveraging ROCm and CUDA as the underlying frameworks.
+
+.. list-table::
+    :header-rows: 1
+
+    * - Data type
+      - Description
+      - Since PyTorch
+      - Since ROCm
+    * - Device management
+      - Utilities for managing and interacting with GPUs.
+      - 0.4.0
+      - 3.8
+    * - Tensor operations on GPU
+      - Perform tensor operations such as addition and matrix multiplications on
+        the GPU.
+      - 0.4.0
+      - 3.8
+    * - Streams and events
+      - Streams allow overlapping computation and communication for optimized
+        performance, events enable synchronization.
+      - 1.6.0
+      - 3.8
+    * - Memory management
+      - Functions to manage and inspect memory usage like
+        ``torch.cuda.memory_allocated()``, ``torch.cuda.max_memory_allocated()``,
+        ``torch.cuda.memory_reserved()`` and ``torch.cuda.empty_cache()``.
+      - 0.3.0
+      - 1.9.2
+    * - Running process lists of memory management
+      - Return a human-readable printout of the running processes and their GPU
+        memory use for a given device with functions like 
+        ``torch.cuda.memory_stats()`` and ``torch.cuda.memory_summary()``.
+      - 1.8.0
+      - 4.0
+    * - Communication collectives
+      - A set of APIs that enable efficient communication between multiple GPUs,
+        allowing for distributed computing and data parallelism.
+      - 1.9.0
+      - 5.0
+    * - ``torch.cuda.CUDAGraph``
+      - Graphs capture sequences of GPU operations to minimize kernel launch
+        overhead and improve performance.
+      - 1.10.0
+      - 5.3
+    * - TunableOp
+      - A mechanism that allows certain operations to be more flexible and
+        optimized for performance. It enables automatic tuning of kernel
+        configurations and other settings to achieve the best possible
+        performance based on the specific hardware (GPU) and workload.
+      - 2.0
+      - 5.4
+    * - NVIDIA Tools Extension (NVTX)
+      - Integration with NVTX for profiling and debugging GPU performance using
+        NVIDIA's Nsight tools.
+      - 1.8.0
+      - ❌
+    * - Lazy loading NVRTC
+      - Delays JIT compilation with NVRTC until the code is explicitly needed.
+      - 1.13.0
+      - ❌
+    * - Jiterator (beta)
+      - Jiterator allows asynchronous data streaming into computation streams
+        during training loops.
+      - 1.13.0
+      - 5.2
+
+.. Need to validate and extend.
+
+torch.backends.cuda
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+``torch.backends.cuda`` is a PyTorch module that provides configuration options
+and flags to control the behavior of CUDA or ROCm operations. It is part of the
+PyTorch backend configuration system, which allows users to fine-tune how
+PyTorch interacts with the CUDA or ROCm environment.
+
+.. list-table::
+    :header-rows: 1
+
+    * - Data type
+      - Description
+      - Since PyTorch
+      - Since ROCm
+    * - ``cufft_plan_cache``
+      - Manages caching of GPU FFT plans to optimize repeated FFT computations.
+      - 1.7.0
+      - 5.0
+    * - ``matmul.allow_tf32``
+      - Enables or disables the use of TensorFloat-32 (TF32) precision for
+        faster matrix multiplications on GPUs with Tensor Cores.
+      - 1.10.0
+      - ❌
+    * - ``matmul.allow_fp16_reduced_precision_reduction``
+      - Reduced precision reductions (e.g., with fp16 accumulation type) are
+        allowed with fp16 GEMMs.
+      - 2.0
+      - ❌
+    * - ``matmul.allow_bf16_reduced_precision_reduction``
+      - Reduced precision reductions are allowed with bf16 GEMMs.
+      - 2.0
+      - ❌
+    * - ``enable_cudnn_sdp``
+      - Globally enables cuDNN SDPA's kernels within SDPA.
+      - 2.0
+      - ❌
+    * - ``enable_flash_sdp``
+      - Globally enables or disables FlashAttention for SDPA.
+      - 2.1
+      - ❌
+    * - ``enable_mem_efficient_sdp``
+      - Globally enables or disables Memory-Efficient Attention for SDPA.
+      - 2.1
+      - ❌
+    * - ``enable_math_sdp``
+      - Globally enables or disables the PyTorch C++ implementation within SDPA.
+      - 2.1
+      - ❌
+    * - ``allow_fp16_bf16_reduction_math_sdp``
+      - Globally enables FP16 and BF16 precision for reduction operations within
+        SDPA.
+      - 2.1
+      - 
+..
+   FIXME:
+      - Partial?
+
+.. Need to validate and extend.
+
+torch.backends.cudnn
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+Supported ``torch`` options:
+
+.. list-table::
+    :header-rows: 1
+
+    * - Data type
+      - Description
+      - Since PyTorch
+      - Since ROCm
+    * - ``allow_tf32``
+      - TensorFloat-32 tensor cores may be used in cuDNN convolutions on NVIDIA
+        Ampere or newer GPUs.
+      - 1.12.0
+      - ❌
+    * - ``deterministic``
+      - A bool that, if True, causes cuDNN to only use deterministic
+        convolution algorithms.
+      - 1.12.0
+      - 6.0
+
+Automatic mixed precision: torch.amp
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+PyTorch that automates the process of using both 16-bit (half-precision,
+float16) and 32-bit (single-precision, float32) floating-point types in model
+training and inference.
+
+.. list-table::
+    :header-rows: 1
+
+    * - Data type
+      - Description
+      - Since PyTorch
+      - Since ROCm
+    * - Autocasting
+      - Instances of autocast serve as context managers or decorators that allow
+        regions of your script to run in mixed precision.
+      - 1.9
+      - 2.5
+    * - Gradient scaling
+      - To prevent underflow, “gradient scaling” multiplies the network’s
+        loss(es) by a scale factor and invokes a backward pass on the scaled
+        loss(es). Gradients flowing backward through the network are then
+        scaled by the same factor. In other words, gradient values have a
+        larger magnitude, so they don’t flush to zero.
+      - 1.9
+      - 2.5
+    * - CUDA op-specific behavior
+      - These ops always go through autocasting whether they are invoked as part
+        of a ``torch.nn.Module``, as a function, or as a ``torch.Tensor`` method. If
+        functions are exposed in multiple namespaces, they go through
+        autocasting regardless of the namespace.
+      - 1.9
+      - 2.5
+
+Distributed library features
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+The PyTorch distributed library includes a collective of parallelism modules, a
+communications layer, and infrastructure for launching and debugging large
+training jobs. See :ref:`rocm-for-ai-pytorch-distributed` for more information.
+
+The Distributed Library feature in PyTorch provides tools and APIs for building
+and running distributed machine learning workflows. It allows training models
+across multiple processes, GPUs, or nodes in a cluster, enabling efficient use
+of computational resources and scalability for large-scale tasks.
+
+.. list-table::
+    :header-rows: 1
+
+    * - Features
+      - Description
+      - Since PyTorch
+      - Since ROCm
+    * - TensorPipe
+      - TensorPipe is a point-to-point communication library integrated into
+        PyTorch for distributed training. It is designed to handle tensor data
+        transfers efficiently between different processes or devices, including
+        those on separate machines.
+      - 1.8
+      - 5.4
+    * - RPC Device Map Passing
+      - RPC Device Map Passing in PyTorch refers to a feature of the Remote
+        Procedure Call (RPC) framework that enables developers to control and
+        specify how tensors are transferred between devices during remote
+        operations. It allows fine-grained management of device placement when
+        sending tensors across nodes in distributed training or execution
+        scenarios.
+      - 1.9
+      - 
+    * - Gloo
+      - Gloo is designed for multi-machine and multi-GPU setups, enabling
+        efficient communication and synchronization between processes. Gloo is
+        one of the default backends for PyTorch's Distributed Data Parallel
+        (DDP) and RPC frameworks, alongside other backends like NCCL and MPI.
+      - 1.0
+      - 2.0
+    * - MPI
+      - MPI (Message Passing Interface) in PyTorch refers to the use of the MPI
+        backend for distributed communication in the ``torch.distributed`` module.
+        It enables inter-process communication, primarily in distributed
+        training settings, using the widely adopted MPI standard.
+      - 1.9
+      -
+    * - TorchElastic
+      - TorchElastic is a PyTorch library that enables fault-tolerant and
+        elastic training in distributed environments. It is designed to handle
+        dynamically changing resources, such as adding or removing nodes during
+        training, which is especially useful in cloud-based or preemptible
+        environments.
+      - 1.9
+      -
+
+.. 
+   FIXME: RPC Device Map Passing "Since ROCm version"
+
+torch.compiler
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. list-table::
+    :header-rows: 1
+
+    * - Features
+      - Description
+      - Since PyTorch
+      - Since ROCm
+    * - ``torch.compiler`` (AOT Autograd)
+      - Autograd captures not only the user-level code, but also backpropagation,
+        which results in capturing the backwards pass “ahead-of-time”. This
+        enables acceleration of both forwards and backwards pass using
+        ``TorchInductor``.
+      - 2.0
+      - 5.3
+    * - ``torch.compiler`` (TorchInductor)
+      - The default ``torch.compile`` deep learning compiler that generates fast
+        code for multiple accelerators and backends. You need to use a backend
+        compiler to make speedups through ``torch.compile`` possible. For AMD,
+        NVIDIA, and Intel GPUs, it leverages OpenAI Triton as the key building block.
+      - 2.0
+      - 5.3
+
+torchaudio
+--------------------------------------------------------------------------------
+
+The `torchaudio <https://pytorch.org/audio/stable/index.html>`_ library provides
+utilities for processing audio data in PyTorch, such as audio loading,
+transformations, and feature extraction.
+
+To ensure GPU-acceleration with ``torchaudio.transforms``, you need to move audio
+data (waveform tensor) explicitly to GPU using ``.to('cuda')``.
+
+The following ``torchaudio`` features are GPU-accelerated.
+
+.. list-table::
+    :header-rows: 1
+
+    * - Features
+      - Description
+      - Since torchaudio version
+      - Since ROCm
+    * - ``torchaudio.transforms.Spectrogram``
+      - Generate spectrogram of an input waveform using STFT.
+      - 0.6.0
+      - 4.5
+    * - ``torchaudio.transforms.MelSpectrogram``
+      - Generate the mel-scale spectrogram of raw audio signals.
+      - 0.9.0
+      - 4.5
+    * - ``torchaudio.transforms.MFCC``
+      - Extract of MFCC features.
+      - 0.9.0
+      - 4.5
+    * - ``torchaudio.transforms.Resample``
+      - Resample a signal from one frequency to another
+      - 0.9.0
+      - 4.5
+
+torchvision
+--------------------------------------------------------------------------------
+
+The `torchvision <https://pytorch.org/vision/stable/index.html>`_ library
+provide datasets, model architectures, and common image transformations for
+computer vision.
+
+The following ``torchvision`` features are GPU-accelerated.
+
+.. list-table::
+    :header-rows: 1
+
+    * - Features
+      - Description
+      - Since torchvision version
+      - Since ROCm
+    * - ``torchvision.transforms.functional``
+      - Provides GPU-compatible transformations for image preprocessing like
+        resize, normalize, rotate and crop.
+      - 0.2.0
+      - 4.0
+    * - ``torchvision.ops``
+      - GPU-accelerated operations for object detection and segmentation tasks.
+        ``torchvision.ops.roi_align``, ``torchvision.ops.nms`` and
+        ``box_convert``.
+      - 0.6.0
+      - 3.3
+    * - ``torchvision.models`` with ``.to('cuda')``
+      - ``torchvision`` provides several pre-trained models (ResNet, Faster
+        R-CNN, Mask R-CNN, ...) that can run on CUDA for faster inference and
+        training.
+      - 0.1.6
+      - 2.x
+    * - ``torchvision.io``
+      - Video decoding and frame extraction using GPU acceleration with NVIDIA’s
+        NVDEC and nvJPEG (rocJPEG) on CUDA-enabled GPUs.
+      - 0.4.0
+      - 6.3
+
+torchtext
+--------------------------------------------------------------------------------
+
+The `torchtext <https://pytorch.org/text/stable/index.html>`_ library provides
+utilities for processing and working with text data in PyTorch, including
+tokenization, vocabulary management, and text embeddings. torchtext supports
+preprocessing pipelines and integration with PyTorch models, simplifying the
+implementation of natural language processing (NLP) tasks.
+
+To leverage GPU acceleration in torchtext, you need to move tensors
+explicitly to the GPU using ``.to('cuda')``.
+
+* torchtext does not implement its own kernels. ROCm support is enabled by linking against ROCm libraries.
+
+* Only official release exists.
+
+torchtune
+--------------------------------------------------------------------------------
+
+The `torchtune <https://pytorch.org/torchtune/stable/index.html>`_ library for
+authoring, fine-tuning and experimenting with LLMs.
+
+* Usage: It works out-of-the-box, enabling developers to fine-tune ROCm PyTorch solutions.
+
+* Only official release exists.
+
+torchserve
+--------------------------------------------------------------------------------
+
+The `torchserve <https://pytorch.org/torchserve/>`_ is a PyTorch domain library
+for common sparsity and parallelism primitives needed for large-scale recommender
+systems.
+
+* torchtext does not implement its own kernels. ROCm support is enabled by linking against ROCm libraries.
+
+* Only official release exists.
+
+torchrec
+--------------------------------------------------------------------------------
+
+The `torchrec <https://pytorch.org/torchrec/>`_ is a PyTorch domain library for
+common sparsity and parallelism primitives needed for large-scale recommender
+systems.
+
+* torchrec does not implement its own kernels. ROCm support is enabled by linking against ROCm libraries.
+
+* Only official release exists.
+
+Unsupported PyTorch features
+----------------------------
+
+The following are GPU-accelerated PyTorch features not currently supported by ROCm.
+
+.. list-table::
+    :widths: 30, 60, 10
+    :header-rows: 1
+
+    * - Data type
+      - Description
+      - Since PyTorch
+    * - APEX batch norm
+      - Use APEX batch norm instead of PyTorch batch norm.
+      - 1.6.0
+    * - ``torch.backends.cuda`` / ``matmul.allow_tf32``
+      - A bool that controls whether TensorFloat-32 tensor cores may be used in
+        matrix multiplications.
+      - 1.7
+    * - ``torch.cuda`` / NVIDIA Tools Extension (NVTX)
+      - Integration with NVTX for profiling and debugging GPU performance using
+        NVIDIA's Nsight tools.
+      - 1.7.0
+    * - ``torch.cuda`` / Lazy loading NVRTC
+      - Delays JIT compilation with NVRTC until the code is explicitly needed.
+      - 1.8.0
+    * - ``torch-tensorrt``
+      - Integrate TensorRT library for optimizing and deploying PyTorch models.
+        ROCm does not have equialent library for TensorRT.
+      - 1.9.0
+    * - ``torch.backends`` / ``cudnn.allow_tf32``
+      - TensorFloat-32 tensor cores may be used in cuDNN convolutions.
+      - 1.10.0
+    * - ``torch.backends.cuda`` / ``matmul.allow_fp16_reduced_precision_reduction``
+      - Reduced precision reductions with fp16 accumulation type are
+        allowed with fp16 GEMMs.
+      - 2.0
+    * - ``torch.backends.cuda`` / ``matmul.allow_bf16_reduced_precision_reduction``
+      - Reduced precision reductions are allowed with bf16 GEMMs.
+      - 2.0
+    * - ``torch.nn.functional`` / ``scaled_dot_product_attention`` 
+      - Flash attention backend for SDPA to accelerate attention computation in
+        transformer-based models.
+      - 2.0
+    * - ``torch.backends.cuda`` / ``enable_cudnn_sdp``
+      - Globally enables cuDNN SDPA's kernels within SDPA.
+      - 2.0
+    * - ``torch.backends.cuda`` / ``enable_flash_sdp``
+      - Globally enables or disables FlashAttention for SDPA.
+      - 2.1
+    * - ``torch.backends.cuda`` / ``enable_mem_efficient_sdp``
+      - Globally enables or disables Memory-Efficient Attention for SDPA.
+      - 2.1
+    * - ``torch.backends.cuda`` / ``enable_math_sdp``
+      - Globally enables or disables the PyTorch C++ implementation within SDPA.
+      - 2.1
+    * - Dynamic parallelism
+      - PyTorch itself does not directly expose dynamic parallelism as a core
+        feature. Dynamic parallelism allow GPU threads to launch additional
+        threads which can be reached using custom operations via the
+        ``torch.utils.cpp_extension`` module.
+      - Not a core feature
+    * - Unified memory support in PyTorch
+      - Unified Memory is not directly exposed in PyTorch's core API, it can be
+        utilized effectively through custom CUDA extensions or advanced
+        workflows.
+      - Not a core feature
+
+Use cases and recommendations
+================================================================================
+
+* :doc:`Using ROCm for AI: training a model </how-to/rocm-for-ai/train-a-model>` provides
+  guidance on how to leverage the ROCm platform for training AI models. It covers the steps, tools, and best practices
+  for optimizing training workflows on AMD GPUs using PyTorch features.
+
+* :doc:`Single-GPU fine-tuning and inference </how-to/llm-fine-tuning-optimization/single-gpu-fine-tuning-and-inference>`
+  describes and demonstrates how to use the ROCm platform for the fine-tuning and inference of
+  machine learning models, particularly large language models (LLMs), on systems with a single AMD
+  Instinct MI300X accelerator. This page provides a detailed guide for setting up, optimizing, and
+  executing fine-tuning and inference workflows in such environments.
+
+* :doc:`Multi-GPU fine-tuning and inference optimization </how-to/llm-fine-tuning-optimization/multi-gpu-fine-tuning-and-inference>`
+  describes and demonstrates the fine-tuning and inference of machine learning models on systems
+  with multi MI300X accelerators.
+
+* The :doc:`Instinct MI300X workload optimization guide </how-to/tuning-guides/mi300x/workload>` provides detailed
+  guidance on optimizing workloads for the AMD Instinct MI300X accelerator using ROCm. This guide is aimed at helping
+  users achieve optimal performance for deep learning and other high-performance computing tasks on the MI300X
+  accelerator.
+
+* The :doc:`Inception with PyTorch documentation </conceptual/ai-pytorch-inception>`
+  describes how PyTorch integrates with ROCm for AI workloads It outlines the use of PyTorch on the ROCm platform and
+  focuses on how to efficiently leverage AMD GPU hardware for training and inference tasks in AI applications.
+
+For more use cases and recommendations, see `ROCm PyTorch blog posts <https://rocm.blogs.amd.com/blog/tag/pytorch.html>`_

docs/conceptual/More-about-how-ROCm-uses-PCIe-Atomics.rst

@@ -1,156 +0,0 @@
-.. meta::
-   :description: How ROCm uses PCIe atomics
-   :keywords: PCIe, PCIe atomics, atomics, BAR memory, AMD, ROCm
-
-*****************************************************************************
-How ROCm uses PCIe atomics
-*****************************************************************************
-
-ROCm PCIe feature and overview of BAR memory
-================================================================
-
-ROCm is an extension of HSA platform architecture, so it shares the queuing model, memory model,
-signaling and synchronization protocols. Platform atomics are integral to perform queuing and
-signaling memory operations where there may be multiple-writers across CPU and GPU agents.
-
-The full list of HSA system architecture platform requirements are here:
-`HSA Sys Arch Features <http://hsafoundation.com/wp-content/uploads/2021/02/HSA-SysArch-1.2.pdf>`_.
-
-AMD ROCm Software uses the new PCI Express 3.0 (Peripheral Component Interconnect Express [PCIe]
-3.0) features for atomic read-modify-write transactions which extends inter-processor synchronization
-mechanisms to IO to support the defined set of HSA capabilities needed for queuing and signaling
-memory operations.
-
-The new PCIe atomic operations operate as completers for ``CAS`` (Compare and Swap), ``FetchADD``,
-``SWAP`` atomics. The atomic operations are initiated by the I/O device which support 32-bit, 64-bit and
-128-bit operand which target address have to be naturally aligned to operation sizes.
-
-For ROCm the Platform atomics are used in ROCm in the following ways:
-
-  * Update HSA queue's read_dispatch_id: 64 bit atomic add used by the command processor on the
-    GPU agent to update the packet ID it processed.
-  * Update HSA queue's write_dispatch_id: 64 bit atomic add used by the CPU and GPU agent to
-    support multi-writer queue insertions.
-  * Update HSA Signals -- 64bit atomic ops are used for CPU & GPU synchronization.
-
-The PCIe 3.0 atomic operations feature allows atomic transactions to be requested by, routed through
-and completed by PCIe components. Routing and completion does not require software support.
-Component support for each is detectable via the Device Capabilities 2 (DevCap2) register. Upstream
-bridges need to have atomic operations routing enabled or the atomic operations will fail even though
-PCIe endpoint and PCIe I/O devices has the capability to atomic operations.
-
-To do atomic operations routing capability between two or more Root Ports, each associated Root Port
-must indicate that capability via the atomic operations routing supported bit in the DevCap2 register.
-
-If your system has a PCIe Express Switch it needs to support atomic operations routing. Atomic
-operations requests are permitted only if a component's ``DEVCTL2.ATOMICOP_REQUESTER_ENABLE``
-field is set. These requests can only be serviced if the upstream components support atomic operation
-completion and/or routing to a component which does. Atomic operations routing support=1, routing
-is supported; atomic operations routing support=0, routing is not supported.
-
-An atomic operation is a non-posted transaction supporting 32-bit and 64-bit address formats, there
-must be a response for Completion containing the result of the operation. Errors associated with the
-operation (uncorrectable error accessing the target location or carrying out the atomic operation) are
-signaled to the requester by setting the Completion Status field in the completion descriptor, they are
-set to to Completer Abort (CA) or Unsupported Request (UR).
-
-To understand more about how PCIe atomic operations work, see
-`PCIe atomics <https://pcisig.com/specifications/pciexpress/specifications/ECN_Atomic_Ops_080417.pdf>`_
-
-`Linux Kernel Patch to pci_enable_atomic_request <https://patchwork.kernel.org/project/linux-pci/patch/1443110390-4080-1-git-send-email-jay@jcornwall.me/>`_
-
-There are also a number of papers which talk about these new capabilities:
-
-  * `Atomic Read Modify Write Primitives by Intel <https://www.intel.es/content/dam/doc/white-paper/atomic-read-modify-write-primitives-i-o-devices-paper.pdf>`_
-  * `PCI express 3 Accelerator White paper by Intel <https://www.intel.sg/content/dam/doc/white-paper/pci-express3-accelerator-white-paper.pdf>`_
-  * `PCIe Generation 4 Base Specification includes atomic operations <https://astralvx.com/storage/2020/11/PCI_Express_Base_4.0_Rev0.3_February19-2014.pdf>`_
-  * `Xilinx PCIe Ultrascale White paper <https://docs.xilinx.com/v/u/8OZSA2V1b1LLU2rRCDVGQw>`_
-
-Other I/O devices with PCIe atomics support:
-
-  * Mellanox ConnectX-5 InfiniBand Card
-  * Cray Aries Interconnect
-  * Xilinx 7 Series Devices
-
-Future bus technology with richer I/O atomics operation Support
-
-  * GenZ
-
-New PCIe Endpoints with support beyond AMD Ryzen and EPYC CPU; Intel Haswell or newer CPUs
-with PCIe Generation 3.0 support.
-
-  * Mellanox Bluefield SOC
-  * Cavium Thunder X2
-
-In ROCm, we also take advantage of PCIe ID based ordering technology for P2P when the GPU
-originates two writes to two different targets:
-
-* Write to another GPU memory
-* Write to system memory to indicate transfer complete
-
-They are routed off to different ends of the computer but we want to make sure the write to system
-memory to indicate transfer complete occurs AFTER P2P write to GPU has complete.
-
-BAR memory overview
-----------------------------------------------------------------------------------------------------
-On a Xeon E5 based system in the BIOS we can turn on above 4GB PCIe addressing, if so he need to set
-memory-mapped input/output (MMIO) base address (MMIOH base) and range (MMIO high size) in the BIOS.
-
-In the Supermicro system in the system bios you need to see the following
-
-  * Advanced->PCIe/PCI/PnP configuration-\> Above 4G Decoding = Enabled
-  * Advanced->PCIe/PCI/PnP Configuration-\>MMIOH Base = 512G
-  * Advanced->PCIe/PCI/PnP Configuration-\>MMIO High Size = 256G
-
-When we support Large Bar Capability there is a Large Bar VBIOS which also disable the IO bar.
-
-For GFX9 and Vega10 which have Physical Address up 44 bit and 48 bit Virtual address.
-
-  * BAR0-1 registers: 64bit, prefetchable, GPU memory. 8GB or 16GB depending on Vega10 SKU. Must
-    be placed < 2^44 to support P2P  	access from other Vega10.
-  * BAR2-3 registers: 64bit, prefetchable, Doorbell. Must be placed \< 2^44 to support P2P access from
-    other Vega10.
-  * BAR4 register: Optional, not a boot device.
-  * BAR5 register: 32bit, non-prefetchable, MMIO. Must be placed \< 4GB.
-
-Here is how our base address register (BAR) works on GFX 8 GPUs with 40 bit Physical Address Limit ::
-
-  11:00.0 Display controller: Advanced Micro Devices, Inc. [AMD/ATI] Fiji [Radeon R9 FURY / NANO
-  Series] (rev c1)
-
-  Subsystem: Advanced Micro Devices, Inc. [AMD/ATI] Device 0b35
-
-  Flags: bus master, fast devsel, latency 0, IRQ 119
-
-  Memory at bf40000000 (64-bit, prefetchable) [size=256M]
-
-  Memory at bf50000000 (64-bit, prefetchable) [size=2M]
-
-  I/O ports at 3000 [size=256]
-
-  Memory at c7400000 (32-bit, non-prefetchable) [size=256K]
-
-  Expansion ROM at c7440000 [disabled] [size=128K]
-
-Legend:
-
-1 : GPU Frame Buffer BAR -- In this example it happens to be 256M, but typically this will be size of the
-GPU memory (typically 4GB+). This BAR has to be placed \< 2^40 to allow peer-to-peer access from
-other GFX8 AMD GPUs. For GFX9 (Vega GPU) the BAR has to be placed \< 2^44 to allow peer-to-peer
-access from other GFX9 AMD GPUs.
-
-2 : Doorbell BAR -- The size of the BAR is typically will be \< 10MB (currently fixed at 2MB) for this
-generation GPUs. This BAR has to be placed \< 2^40 to allow peer-to-peer access from other current
-generation AMD GPUs.
-
-3 : IO BAR -- This is for legacy VGA and boot device support, but since this the GPUs in this project are
-not VGA devices (headless), this is not a concern even if the SBIOS does not setup.
-
-4 : MMIO BAR -- This is required for the AMD Driver SW to access the configuration registers. Since the
-reminder of the BAR available is only 1 DWORD (32bit), this is placed \< 4GB. This is fixed at 256KB.
-
-5 : Expansion ROM -- This is required for the AMD Driver SW to access the GPU video-bios. This is
-currently fixed at 128KB.
-
-For more information, you can review
-`Overview of Changes to PCI Express 3.0 <https://www.mindshare.com/files/resources/PCIe%203-0.pdf>`_.

docs/conceptual/ai-migraphx-optimization.md

@@ -1,333 +0,0 @@
-<head>
-  <meta charset="UTF-8">
-  <meta name="description" content="Inference optimization with MIGraphX">
-  <meta name="keywords" content="Inference optimization, MIGraphX, deep-learning, MIGraphX
-  installation, AMD, ROCm">
-</head>
-
-# Inference optimization with MIGraphX
-
-The following sections cover inferencing and introduces [MIGraphX](https://rocm.docs.amd.com/projects/AMDMIGraphX/en/latest/).
-
-## Inference
-
-The inference is where capabilities learned during deep-learning training are put to work. It refers to using a fully trained neural network to make conclusions (predictions) on unseen data that the model has never interacted with before. Deep-learning inferencing is achieved by feeding new data, such as new images, to the network, giving the Deep Neural Network a chance to classify the image.
-
-Taking our previous example of MNIST, the DNN can be fed new images of handwritten digit images, allowing the neural network to classify digits. A fully trained DNN should make accurate predictions about what an image represents, and inference cannot happen without training.
-
-## MIGraphX introduction
-
-MIGraphX is a graph compiler focused on accelerating the machine-learning inference that can target AMD GPUs and CPUs. MIGraphX accelerates the machine-learning models by leveraging several graph-level transformations and optimizations. These optimizations include:
-
-* Operator fusion
-* Arithmetic simplifications
-* Dead-code elimination
-* Common subexpression elimination (CSE)
-* Constant propagation
-
-After doing all these transformations, MIGraphX emits code for the AMD GPU by calling to MIOpen or rocBLAS or creating HIP kernels for a particular operator. MIGraphX can also target CPUs using DNNL or ZenDNN libraries.
-
-MIGraphX provides easy-to-use APIs in C++ and Python to import machine models in ONNX or TensorFlow. Users can compile, save, load, and run these models using the MIGraphX C++ and Python APIs. Internally, MIGraphX parses ONNX or TensorFlow models into internal graph representation where each operator in the model gets mapped to an operator within MIGraphX. Each of these operators defines various attributes such as:
-
-* Number of arguments
-* Type of arguments
-* Shape of arguments
-
-After optimization passes, all these operators get mapped to different kernels on GPUs or CPUs.
-
-After importing a model into MIGraphX, the model is represented as `migraphx::program`. `migraphx::program` is made up of `migraphx::module`. The program can consist of several modules, but it always has one main_module. Modules are made up of `migraphx::instruction_ref`. Instructions contain the `migraphx::op` and arguments to the operator.  
-
-## Installing MIGraphX
-
-There are three options to get started with MIGraphX installation. MIGraphX depends on ROCm libraries; assume that the machine has ROCm installed.
-
-### Option 1: installing binaries
-
-To install MIGraphX on Debian-based systems like Ubuntu, use the following command:
-
-```bash
-sudo apt update && sudo apt install -y migraphx
-```
-
-The header files and libraries are installed under `/opt/rocm-\<version\>`, where \<version\> is the ROCm version.
-
-### Option 2: building from source
-
-There are two ways to build the MIGraphX sources.
-
-* [Use the ROCm build tool](https://github.com/ROCm/AMDMIGraphX#use-the-rocm-build-tool-rbuild) - This approach uses `[rbuild](https://github.com/ROCm/rbuild)` to install the prerequisites and build the libraries with just one command.
-
-  or
-
-* [Use CMake](https://github.com/ROCm/AMDMIGraphX#use-cmake-to-build-migraphx) - This approach uses a script to install the prerequisites, then uses CMake to build the source.
-
-For detailed steps on building from source and installing dependencies, refer to the following `README` file:
-
-[https://github.com/ROCm/AMDMIGraphX#building-from-source](https://github.com/ROCm/AMDMIGraphX#building-from-source)
-
-### Option 3: use docker
-
-To use Docker, follow these steps:
-
-1. The easiest way to set up the development environment is to use Docker. To build Docker from scratch, first clone the MIGraphX repository by running:
-
-    ```bash
-    git clone --recursive https://github.com/ROCm/AMDMIGraphX
-    ```
-
-2. The repository contains a Dockerfile from which you can build a Docker image as:
-
-    ```bash
-    docker build -t migraphx .
-    ```
-
-3. Then to enter the development environment, use Docker run:
-
-    ```bash
-    docker run --device='/dev/kfd' --device='/dev/dri' -v=`pwd`:/code/AMDMIGraphX -w /code/AMDMIGraphX --group-add video -it migraphx
-    ```
-
-The Docker image contains all the prerequisites required for the installation, so users can go to the folder `/code/AMDMIGraphX` and follow the steps mentioned in [Option 2: Building from Source](#option-2-building-from-source).
-
-## MIGraphX example
-
-MIGraphX provides both C++ and Python APIs. The following sections show examples of both using the Inception v3 model. To walk through the examples, fetch the Inception v3 ONNX model by running the following:
-
-```py
-import torch
-import torchvision.models as models
-inception = models.inception_v3(pretrained=True)
-torch.onnx.export(inception,torch.randn(1,3,299,299), "inceptioni1.onnx")
-```
-
-This will create `inceptioni1.onnx`, which can be imported in MIGraphX using C++ or Python API.
-
-### MIGraphX Python API
-
-Follow these steps:
-
-1. To import the MIGraphX module in Python script, set `PYTHONPATH` to the MIGraphX libraries installation. If binaries are installed using steps mentioned in [Option 1: Installing Binaries](#option-1-installing-binaries), perform the following action:
-
-    ```bash
-    export PYTHONPATH=$PYTHONPATH:/opt/rocm/
-    ```
-
-2. The following script shows the usage of Python API to import the ONNX model, compile it, and run inference on it. Set `LD_LIBRARY_PATH` to `/opt/rocm/` if required.
-
-    ```py
-    # import migraphx and numpy
-    import migraphx
-    import numpy as np
-    # import and parse inception model
-    model = migraphx.parse_onnx("inceptioni1.onnx")
-    # compile model for the GPU target
-    model.compile(migraphx.get_target("gpu"))
-    # optionally print compiled model
-    model.print()
-    # create random input image
-    input_image = np.random.rand(1, 3, 299, 299).astype('float32')
-    # feed image to model, 'x.1` is the input param name
-    results = model.run({'x.1': input_image})
-    # get the results back
-    result_np = np.array(results[0])
-    # print the inferred class of the input image
-    print(np.argmax(result_np))
-    ```
-
-    Find additional examples of Python API in the `/examples` directory of the MIGraphX repository.
-
-## MIGraphX C++ API
-
-Follow these steps:
-
-1. The following is a minimalist example that shows the usage of MIGraphX C++ API to load ONNX file, compile it for the GPU, and run inference on it. To use MIGraphX C++ API, you only need to load the `migraphx.hpp` file. This example runs inference on the Inception v3 model.
-
-    ```c++
-    #include <vector>
-    #include <string>
-    #include <algorithm>
-    #include <ctime>
-    #include <random>
-    #include <migraphx/migraphx.hpp>
-
-    int main(int argc, char** argv)
-    {
-        migraphx::program prog;
-        migraphx::onnx_options onnx_opts;
-        // import and parse onnx file into migraphx::program
-        prog = parse_onnx("inceptioni1.onnx", onnx_opts);
-        // print imported model
-        prog.print();
-        migraphx::target targ = migraphx::target("gpu");
-        migraphx::compile_options comp_opts;
-        comp_opts.set_offload_copy();
-        // compile for the GPU
-        prog.compile(targ, comp_opts);
-        // print the compiled program
-        prog.print();
-        // randomly generate input image
-        // of shape (1, 3, 299, 299)
-        std::srand(unsigned(std::time(nullptr)));
-        std::vector<float> input_image(1*299*299*3);
-        std::generate(input_image.begin(), input_image.end(), std::rand);
-        // users need to provide data for the input
-        // parameters in order to run inference
-        // you can query into migraph program for the parameters
-        migraphx::program_parameters prog_params;
-        auto param_shapes = prog.get_parameter_shapes();
-        auto input        = param_shapes.names().front();
-        // create argument for the parameter
-        prog_params.add(input, migraphx::argument(param_shapes[input], input_image.data()));
-        // run inference
-        auto outputs = prog.eval(prog_params);
-        // read back the output
-        float* results = reinterpret_cast<float*>(outputs[0].data());
-        float* max     = std::max_element(results, results + 1000);
-        int answer = max - results;
-        std::cout << "answer: " << answer << std::endl;
-    }
-    ```
-
-2. To compile this program, you can use CMake and you only need to link the `migraphx::c` library to use MIGraphX's C++ API. The following is the `CMakeLists.txt` file that can build the earlier example:
-
-    ```cmake
-    cmake_minimum_required(VERSION 3.5)
-    project (CAI)
-
-    set (CMAKE_CXX_STANDARD 14)
-    set (EXAMPLE inception_inference)
-
-    list (APPEND CMAKE_PREFIX_PATH /opt/rocm/hip /opt/rocm)
-    find_package (migraphx)
-
-    message("source file: " ${EXAMPLE}.cpp " ---> bin: " ${EXAMPLE})
-    add_executable(${EXAMPLE} ${EXAMPLE}.cpp)
-
-    target_link_libraries(${EXAMPLE} migraphx::c)
-    ```
-
-3. To build the executable file, run the following from the directory containing the `inception_inference.cpp` file:
-
-    ```bash
-    mkdir build
-    cd build
-    cmake ..
-    make -j$(nproc)
-    ./inception_inference
-    ```
-
-:::{note}
-    Set `LD_LIBRARY_PATH` to `/opt/rocm/lib` if required during the build. Additional examples can be found in the MIGraphX repository under the `/examples/` directory.
-:::
-
-## Tuning MIGraphX
-
-MIGraphX uses MIOpen kernels to target AMD GPU. For the model compiled with MIGraphX, tune MIOpen to pick the best possible kernel implementation. The MIOpen tuning results in a significant performance boost. Tuning can be done by setting the environment variable `MIOPEN_FIND_ENFORCE=3`.
-
-:::{note}
-    The tuning process can take a long time to finish.
-:::
-
-**Example:** The average inference time of the inception model example shown previously over 100 iterations using untuned kernels is 0.01383ms. After tuning, it reduces to 0.00459ms, which is a 3x improvement. This result is from ROCm v4.5 on a MI100 GPU.
-
-:::{note}
-    The results may vary depending on the system configurations.
-:::
-
-For reference, the following code snippet shows inference runs for only the first 10 iterations for both tuned and untuned kernels:
-
-```console
-### UNTUNED ###
-iterator : 0
-Inference complete
-Inference time: 0.063ms
-iterator : 1
-Inference complete
-Inference time: 0.008ms
-iterator : 2
-Inference complete
-Inference time: 0.007ms
-iterator : 3
-Inference complete
-Inference time: 0.007ms
-iterator : 4
-Inference complete
-Inference time: 0.007ms
-iterator : 5
-Inference complete
-Inference time: 0.008ms
-iterator : 6
-Inference complete
-Inference time: 0.007ms
-iterator : 7
-Inference complete
-Inference time: 0.028ms
-iterator : 8
-Inference complete
-Inference time: 0.029ms
-iterator : 9
-Inference complete
-Inference time: 0.029ms
-
-### TUNED ###
-iterator : 0
-Inference complete
-Inference time: 0.063ms
-iterator : 1
-Inference complete
-Inference time: 0.004ms
-iterator : 2
-Inference complete
-Inference time: 0.004ms
-iterator : 3
-Inference complete
-Inference time: 0.004ms
-iterator : 4
-Inference complete
-Inference time: 0.004ms
-iterator : 5
-Inference complete
-Inference time: 0.004ms
-iterator : 6
-Inference complete
-Inference time: 0.004ms
-iterator : 7
-Inference complete
-Inference time: 0.004ms
-iterator : 8
-Inference complete
-Inference time: 0.004ms
-iterator : 9
-Inference complete
-Inference time: 0.004ms
-```
-
-### YModel
-
-The best inference performance through MIGraphX is conditioned upon having tuned kernel configurations stored in a `/home` local User Database (DB). If a user were to move their model to a different server or allow a different user to use it, they would have to run through the MIOpen tuning process again to populate the next User DB with the best kernel configurations and corresponding solvers.
-
-Tuning is time consuming, and if the users have not performed tuning, they would see discrepancies between expected or claimed inference performance and actual inference performance. This has led to repetitive and time-consuming tuning tasks for each user.
-
-MIGraphX introduces a feature, known as YModel, that stores the kernel config parameters found during tuning into a `.mxr` file. This ensures the same level of expected performance, even when a model is copied to a different user/system.
-
-The YModel feature is available starting from ROCm 5.4.1 and UIF 1.1.
-
-#### YModel example
-
-Through the `migraphx-driver` functionality, you can generate `.mxr` files with tuning information stored inside it by passing additional `--binary --output model.mxr` to `migraphx-driver` along with the rest of the necessary flags.
-
-For example, to generate `.mxr` file from the ONNX model, use the following:
-
-```bash
-./path/to/migraphx-driver compile --onnx resnet50.onnx --enable-offload-copy --binary --output resnet50.mxr
-```
-
-To run generated `.mxr` files through `migraphx-driver`, use the following:
-
-```bash
-./path/to/migraphx-driver run --migraphx resnet50.mxr --enable-offload-copy
-```
-
-Alternatively, you can use the MIGraphX C++ or Python API to generate `.mxr` files.
-
-![Generating an MXR file](../data/conceptual/image018.png "Generating an MXR file")

docs/conceptual/gpu-isolation.md

@@ -42,7 +42,7 @@ export ROCR_VISIBLE_DEVICES="0,GPU-DEADBEEFDEADBEEF"
 Devices indices exposed to OpenCL and HIP applications.
 
 Runtime
-: ROCm Common Language Runtime (`ROCclr`). Applies to applications and runtimes
+: ROCm Compute Language Runtime (`ROCclr`). Applies to applications and runtimes
   using the `ROCclr` abstraction layer including HIP and OpenCL applications.
 
 ```{code-block} shell

docs/conceptual/gpu-memory.md

@@ -1,241 +0,0 @@
-<head>
-  <meta charset="UTF-8">
-  <meta name="description" content="GPU memory">
-  <meta name="keywords" content="GPU memory, VRAM, video random access memory, pageable
-  memory, pinned memory, managed memory, AMD, ROCm">
-</head>
-
-# GPU memory
-
-For the HIP reference documentation, see:
-
-* {doc}`hip:doxygen/html/group___memory`
-* {doc}`hip:doxygen/html/group___memory_m`
-
-Host memory exists on the host (e.g. CPU) of the machine in random access memory (RAM).
-
-Device memory exists on the device (e.g. GPU) of the machine in video random access memory (VRAM).
-Recent architectures use graphics double data rate (GDDR) synchronous dynamic random-access memory (SDRAM)such as GDDR6, or high-bandwidth memory (HBM) such as HBM2e.
-
-## Memory allocation
-
-Memory can be allocated in two ways: pageable memory, and pinned memory.
-The following API calls with result in these allocations:
-
-| API                | Data location | Allocation |
-|--------------------|---------------|------------|
-| System allocated   | Host          | Pageable   |
-| `hipMallocManaged` | Host          | Managed    |
-| `hipHostMalloc`    | Host          | Pinned     |
-| `hipMalloc`        | Device        | Pinned     |
-
-:::{tip}
-`hipMalloc` and `hipFree` are blocking calls, however, HIP recently added non-blocking versions `hipMallocAsync` and `hipFreeAsync` which take in a stream as an additional argument.
-:::
-
-### Pageable memory
-
-Pageable memory is usually gotten when calling `malloc` or `new` in a C++ application.
-It is unique in that it exists on "pages" (blocks of memory), which can be migrated to other memory storage.
-For example, migrating memory between CPU sockets on a motherboard, or a system that runs out of space in RAM and starts dumping pages of RAM into the swap partition of your hard drive.
-
-### Pinned memory
-
-Pinned memory (or page-locked memory, or non-pageable memory) is host memory that is mapped into the address space of all GPUs, meaning that the pointer can be used on both host and device.
-Accessing host-resident pinned memory in device kernels is generally not recommended for performance, as it can force the data to traverse the host-device interconnect (e.g. PCIe), which is much slower than the on-device bandwidth (>40x on MI200).
-
-Pinned host memory can be allocated with one of two types of coherence support:
-
-:::{note}
-In HIP, pinned memory allocations are coherent by default (`hipHostMallocDefault`).
-There are additional pinned memory flags (e.g. `hipHostMallocMapped` and `hipHostMallocPortable`).
-On MI200 these options do not impact performance.
-<!-- TODO: link to programming_manual#memory-allocation-flags -->
-For more information, see the section *memory allocation flags* in the HIP Programming Guide: {doc}`hip:how-to/programming_manual`.
-:::
-
-Much like how a process can be locked to a CPU core by setting affinity, a pinned memory allocator does this with the memory storage system.
-On multi-socket systems it is important to ensure that pinned memory is located on the same socket as the owning process, or else each cache line will be moved through the CPU-CPU interconnect, thereby increasing latency and potentially decreasing bandwidth.
-
-In practice, pinned memory is used to improve transfer times between host and device.
-For transfer operations, such as `hipMemcpy` or `hipMemcpyAsync`, using pinned memory instead of pageable memory on host can lead to a ~3x improvement in bandwidth.
-
-:::{tip}
-If the application needs to move data back and forth between device and host (separate allocations), use pinned memory on the host side.
-:::
-
-### Managed memory
-
-Managed memory refers to universally addressable, or unified memory available on the MI200 series of GPUs.
-Much like pinned memory, managed memory shares a pointer between host and device and (by default) supports fine-grained coherence, however, managed memory can also automatically migrate pages between host and device.
-The allocation will be managed by AMD GPU driver using the Linux HMM (Heterogeneous Memory Management) mechanism.
-
-If heterogenous memory management (HMM) is not available, then `hipMallocManaged` will default back to using system memory and will act like pinned host memory.
-Other managed memory API calls will have undefined behavior.
-It is therefore recommended to check for managed memory capability with: `hipDeviceGetAttribute` and `hipDeviceAttributeManagedMemory`.
-
-HIP supports additional calls that work with page migration:
-
-* `hipMemAdvise`
-* `hipMemPrefetchAsync`
-
-:::{tip}
-If the application needs to use data on both host and device regularly, does not want to deal with separate allocations, and is not worried about maxing out the VRAM on MI200 GPUs (64 GB per GCD), use managed memory.
-:::
-
-:::{tip}
-If managed memory performance is poor, check to see if managed memory is supported on your system and if page migration (XNACK) is enabled.
-:::
-
-## Access behavior
-
-Memory allocations for GPUs behave as follow:
-
-| API                | Data location | Host access  | Device access        |
-|--------------------|---------------|--------------|----------------------|
-| System allocated   | Host          | Local access | Unhandled page fault |
-| `hipMallocManaged` | Host          | Local access | Zero-copy            |
-| `hipHostMalloc`    | Host          | Local access | Zero-copy*           |
-| `hipMalloc`        | Device        | Zero-copy    | Local access         |
-
-Zero-copy accesses happen over the Infinity Fabric interconnect or PCI-E lanes on discrete GPUs.
-
-:::{note}
-While `hipHostMalloc` allocated memory is accessible by a device, the host pointer must be converted to a device pointer with `hipHostGetDevicePointer`.
-
-Memory allocated through standard system allocators such as `malloc`, can be accessed a device by registering the memory via `hipHostRegister`.
-The device pointer to be used in kernels can be retrieved with `hipHostGetDevicePointer`.
-Registered memory is treated like `hipHostMalloc` and will have similar performance.
-
-On devices that support and have [](#xnack) enabled, such as the MI250X, `hipHostRegister` is not required as memory accesses are handled via automatic page migration.
-:::
-
-### XNACK
-
-Normally, host and device memory are separate and data has to be transferred manually via `hipMemcpy`.
-
-On a subset of GPUs, such as the MI200, there is an option to automatically migrate pages of memory between host and device.
-This is important for managed memory, where the locality of the data is important for performance.
-Depending on the system, page migration may be disabled by default in which case managed memory will act like pinned host memory and suffer degraded performance.
-
-*XNACK* describes the GPUs ability to retry memory accesses that failed due a page fault (which normally would lead to a memory access error), and instead retrieve the missing page.
-
-This also affects memory allocated by the system as indicated by the following table:
-
-| API                | Data location | Host after device access | Device after host access |
-|--------------------|---------------|--------------------------|--------------------------|
-| System allocated   | Host          | Migrate page to host     | Migrate page to device   |
-| `hipMallocManaged` | Host          | Migrate page to host     | Migrate page to device   |
-| `hipHostMalloc`    | Host          | Local access             | Zero-copy                |
-| `hipMalloc`        | Device        | Zero-copy                | Local access             |
-
-To check if page migration is available on a platform, use `rocminfo`:
-
-```sh
-$ rocminfo | grep xnack
-      Name:                    amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack-
-```
-
-Here, `xnack-` means that XNACK is available but is disabled by default.
-Turning on XNACK by setting the environment variable `HSA_XNACK=1` and gives the expected result, `xnack+`:
-
-```sh
-$ HSA_XNACK=1 rocminfo | grep xnack
-Name:                    amdgcn-amd-amdhsa--gfx90a:sramecc+:xnack+
-```
-
-`hipcc`by default will generate code that runs correctly with both XNACK enabled or disabled.
-Setting the `--offload-arch=`-option with `xnack+` or `xnack-` forces code to be only run with XNACK enabled or disabled respectively.
-
-```sh
-# Compiled kernels will run regardless if XNACK is enabled or is disabled. 
-hipcc --offload-arch=gfx90a
-
-# Compiled kernels will only be run if XNACK is enabled with XNACK=1.
-hipcc --offload-arch=gfx90a:xnack+
-
-# Compiled kernels will only be run if XNACK is disabled with XNACK=0.
-hipcc --offload-arch=gfx90a:xnack-
-```
-
-:::{tip}
-If you want to make use of page migration, use managed memory. While pageable memory will migrate correctly, it is not a portable solution and can have performance issues if the accessed data isn't page aligned.
-:::
-
-### Coherence
-
-* *Coarse-grained coherence* means that memory is only considered up to date at kernel boundaries, which can be enforced through `hipDeviceSynchronize`, `hipStreamSynchronize`, or any blocking operation that acts on the null stream (e.g. `hipMemcpy`).
-For example, cacheable memory is a type of coarse-grained memory where an up-to-date copy of the data can be stored elsewhere (e.g. in an L2 cache).
-* *Fine-grained coherence* means the coherence is supported while a CPU/GPU kernel is running.
-This can be useful if both host and device are operating on the same dataspace using system-scope atomic operations (e.g. updating an error code or flag to a buffer).
-Fine-grained memory implies that up-to-date data may be made visible to others regardless of kernel boundaries as discussed above.
-
-| API                     | Flag                         | Coherence      |
-|-------------------------|------------------------------|----------------|
-| `hipHostMalloc`         | `hipHostMallocDefault`       | Fine-grained   |
-| `hipHostMalloc`         | `hipHostMallocNonCoherent`   | Coarse-grained |
-
-| API                     | Flag                         | Coherence      |
-|-------------------------|------------------------------|----------------|
-| `hipExtMallocWithFlags` | `hipDeviceMallocDefault`     | Coarse-grained |
-| `hipExtMallocWithFlags` | `hipDeviceMallocFinegrained` | Fine-grained   |
-
-| API                     | `hipMemAdvise` argument      | Coherence      |
-|-------------------------|------------------------------|----------------|
-| `hipMallocManaged`      |                              | Fine-grained   |
-| `hipMallocManaged`      | `hipMemAdviseSetCoarseGrain` | Coarse-grained |
-| `malloc`                |                              | Fine-grained   |
-| `malloc`                | `hipMemAdviseSetCoarseGrain` | Coarse-grained |
-
-:::{tip}
-Try to design your algorithms to avoid host-device memory coherence (e.g. system scope atomics). While it can be a useful feature in very specific cases, it is not supported on all systems, and can negatively impact performance by introducing the host-device interconnect bottleneck.
-:::
-
-The availability of fine- and coarse-grained memory pools can be checked with `rocminfo`:
-
-```sh
-$ rocminfo
-...
-*******
-Agent 1
-*******
-Name:                    AMD EPYC 7742 64-Core Processor
-...
-Pool Info:
-Pool 1
-Segment:                 GLOBAL; FLAGS: FINE GRAINED
-...
-Pool 3
-Segment:                 GLOBAL; FLAGS: COARSE GRAINED
-...
-*******
-Agent 9
-*******
-Name:                    gfx90a
-...
-Pool Info:
-Pool 1
-Segment:                 GLOBAL; FLAGS: COARSE GRAINED
-...
-```
-
-## System direct memory access
-
-In most cases, the default behavior for HIP in transferring data from a pinned host allocation to device will run at the limit of the interconnect.
-However, there are certain cases where the interconnect is not the bottleneck.
-
-The primary way to transfer data onto and off of a GPU, such as the MI200, is to use the onboard System Direct Memory Access engine, which is used to feed blocks of memory to the off-device interconnect (either GPU-CPU or GPU-GPU).
-Each GCD has a separate SDMA engine for host-to-device and device-to-host memory transfers.
-Importantly, SDMA engines are separate from the computing infrastructure, meaning that memory transfers to and from a device will not impact kernel compute performance, though they do impact memory bandwidth to a limited extent.
-The SDMA engines are mainly tuned for PCIe-4.0 x16, which means they are designed to operate at bandwidths up to 32 GB/s.
-
-:::{note}
-An important feature of the MI250X platform is the Infinity Fabric™ interconnect between host and device.
-The Infinity Fabric interconnect supports improved performance over standard PCIe-4.0 (usually ~50% more bandwidth); however, since the SDMA engine does not run at this speed, it will not max out the bandwidth of the faster interconnect.
-:::
-
-The bandwidth limitation can be countered by bypassing the SDMA engine and replacing it with a type of copy kernel known as a "blit" kernel.
-Blit kernels will use the compute units on the GPU, thereby consuming compute resources, which may not always be beneficial.
-The easiest way to enable blit kernels is to set an environment variable `HSA_ENABLE_SDMA=0`, which will disable the SDMA engine.
-On systems where the GPU uses a PCIe interconnect instead of an Infinity Fabric interconnect, blit kernels will not impact bandwidth, but will still consume compute resources.
-The use of SDMA vs blit kernels also applies to MPI data transfers and GPU-GPU transfers.

docs/conceptual/iommu.rst

@@ -0,0 +1,63 @@
+.. meta::
+   :description: Input-Output Memory Management Unit (IOMMU)
+   :keywords: IOMMU, DMA, PCIe, xGMI, AMD, ROCm
+
+****************************************************************
+Input-Output Memory Management Unit (IOMMU)
+****************************************************************
+
+The I/O Memory Management Unit (IOMMU) provides memory remapping services for I/O devices. It adds support for address translation and system memory access protection on direct memory access (DMA) transfers from peripheral devices. 
+
+The IOMMU's memory remapping services:
+
+* provide private I/O space for devices used in a guest virtual machine.
+* prevent unauthorized DMA requests to system memory and to memory-mapped I/O (MMIO).
+* help in debugging memory access issues.
+* facilitate peer-to-peer DMA.
+
+The IOMMU also provides interrupt remapping, which is used by devices that support multiple interrupts and for interrupt delivery on hardware platforms with a large number of cores.
+
+.. note::
+
+  AMD Instinct accelerators are connected via XGMI links and don't use PCI/PCIe for peer-to-peer DMA. Because PCI/PCIe is not used for peer-to-peer DMA, there are no device physical addressing limitations or platform root port limitations. However, because non-GPU devices such as RDMA NICs use PCIe for peer-to-peer DMA, there might still be physical addressing and platform root port limitations when these non-GPU devices interact with other devices, including GPUs.
+
+Linux supports IOMMU in both virtualized environments and bare metal. 
+
+The IOMMU is enabled by default but can be disabled or put into passthrough mode through the Linux kernel command line:
+
+.. list-table:: 
+  :widths: 15 15 70
+  :header-rows: 1
+
+  * - IOMMU Mode
+    - Kernel command
+    - Description
+  * - Enabled
+    - Default setting
+    - Recommended for AMD Radeon GPUs that need peer-to-peer DMA.
+    
+      The IOMMU is enabled in remapping mode. Each device gets its own I/O virtual address space. All devices on Linux register their DMA addressing capabilities, and the kernel will ensure that any address space mapped for DMA is mapped within the device's DMA addressing limits. Only address space explicitly mapped by the devices will be mapped into virtual address space. Attempts to access an unmapped page will generate an IOMMU page fault. 
+  * - Passthrough
+    - ``iommu=pt``
+    - Recommended for AMD Instinct Accelerators and for AMD Radeon GPUs that don't need peer-to-peer DMA.
+
+      Interrupt remapping is enabled but I/O remapping is disabled. The entire platform shares a common platform address space for system memory and MMIO spaces, ensuring compatibility with drivers from external vendors, while still supporting CPUs with a large number of cores. 
+  * - Disabled
+    - ``iommu=off``
+    - Not recommended.
+      
+      The IOMMU is disabled and the entire platform shares a common platform address space for system memory and MMIO spaces.
+      
+      This mode should only be used with older Linux distributions with kernels that are not configured to support peer-to-peer DMA with an IOMMU. In these cases, the IOMMU needs to be disabled to use peer-to-peer DMA. 
+    
+The IOMMU also provides virtualized access to the MMIO portions of the platform address space for peer-to-peer DMA.
+
+Because peer-to-peer DMA is not officially part of the PCI/PCIe specification, the behavior of peer-to-peer DMA varies between hardware platforms. 
+
+AMD CPUs earlier than AMD Zen only supported peer-to-peer DMA for writes. On CPUs from AMD Zen and later, peer-to-peer DMA is fully supported. 
+
+To use peer-to-peer DMA on Linux, enable the following options in your Linux kernel configuration:
+
+* ``CONFIG_PCI_P2PDMA``
+* ``CONFIG_DMABUF_MOVE_NOTIFY`` 
+* ``CONFIG_HSA_AMD_P2P``

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.
+