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Merge pull request #4004 from ROCm/develop

Browse Source 
Sync develop into release branch for 6.2.4
This commit is contained in:
alexxu-amd
2024-11-06 17:13:04 -05:00
committed by GitHub
parent e4ee91e83d a960ee9835
commit 659d043145
92 changed files with 2204 additions and 1173 deletions
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42
.azuredevops/ci-builds/aomp-mainline.yml Normal file
View File

@@ -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

5
.azuredevops/ci-builds/aomp.yml → .azuredevops/ci-builds/aomp-staging.yml
View File

@@ -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

105
.azuredevops/components/AMDMIGraphX.yml
View File

@@ -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:
@@ -51,6 +51,26 @@ parameters:
- rocminfo
- rocMLIR
- rocprofiler-register
- roctracer
- name: rocmTestDependencies
type: object
default:
- aomp
- aomp-extras
- clr
- composable_kernel
- hipBLAS
- hipBLAS-common
- hipBLASLt
- llvm-project
- MIOpen
- rocm-cmake
- ROCR-Runtime
- rocBLAS
- rocminfo
- rocMLIR
- rocprofiler-register
- roctracer
jobs:
- job: AMDMIGraphX
@@ -64,8 +84,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -104,7 +122,76 @@ jobs:
-DHALF_INCLUDE_DIR=$(Agent.BuildDirectory)/rocm/include
-DBUILD_TESTING=ON
-GNinja
# REFERENCE: https://github.com/ROCm/composable_kernel/issues/782
- 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
- name: MIGRAPHX_TRACE_BENCHMARKING
value: 1
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
- 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
# half version should be fixed to 5.6.0
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
parameters:
dependencySource: fixed
fixedComponentName: half
fixedPipelineIdentifier: ${{ variables.HALF560_PIPELINE_ID }}
skipLibraryLinking: true
skipLlvmSymlink: true
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
parameters:
dependencyList: ${{ parameters.rocmTestDependencies }}
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
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- task: CMake@1
displayName: MIGraphXTest CMake Flags
inputs:
cmakeArgs: >-
-DCMAKE_BUILD_TYPE=Release
-DGPU_TARGETS=$(JOB_GPU_TARGET)
-DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
-DCMAKE_MODULE_PATH=$(Agent.BuildDirectory)/rocm/lib/cmake/hip
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm/llvm;$(Agent.BuildDirectory)/rocm
-DHALF_INCLUDE_DIR=$(Agent.BuildDirectory)/rocm/include
-DBUILD_TESTING=ON
-DMIGRAPHX_ENABLE_C_API_TEST=ON
..
- 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

158
.azuredevops/components/MIOpen.yml
View File

@@ -8,15 +8,24 @@ parameters:
- name: aptPackages
type: object
default:
- software-properties-common
- python3-pip
- cmake
- ninja-build
- libsqlite3-dev
- libbz2-dev
- nlohmann-json3-dev
- libgtest-dev
- libdrm-dev
- libeigen3-dev
- libgmock-dev
- libgtest-dev
- libsqlite3-dev
- libstdc++-12-dev
- libzstd-dev
- ninja-build
- nlohmann-json3-dev
- python3-pip
- software-properties-common
- zstd
- name: pipModules
type: object
default:
- cget
- name: rocmDependencies
type: object
default:
@@ -35,6 +44,24 @@ parameters:
- clr
- rocminfo
- roctracer
- name: rocmTestDependencies
type: object
default:
- clr
- composable_kernel
- half
- hipBLAS
- hipBLAS-common
- hipBLASLt
- llvm-project
- rocBLAS
- rocm-cmake
- rocminfo
- rocMLIR
- ROCR-Runtime
- rocprofiler-register
- rocRAND
- roctracer
jobs:
- job: MIOpen
@@ -48,28 +75,17 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
aptPackages: ${{ parameters.aptPackages }}
# 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: 'update boost version'
inputs:
targetType: inline
script: sudo add-apt-repository ppa:mhier/libboost-latest -y
- task: Bash@3
displayName: 'install boost'
inputs:
targetType: inline
script: sudo apt-get --yes install libboost1.83-dev libboost-system1.83-dev libboost-filesystem1.83-dev
pipModules: ${{ parameters.pipModules }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
parameters:
checkoutRepo: ${{ parameters.checkoutRepo }}
# The default boost library from apt is 1.74, which does not satisfy MIOpen's build requirement (1.79+)
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-boost.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
parameters:
dependencyList: ${{ parameters.rocmDependencies }}
@@ -85,7 +101,8 @@ jobs:
extraBuildFlags: >-
-DMIOPEN_BACKEND=HIP
-DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Agent.BuildDirectory)/boost
-DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
-DMIOPEN_ENABLE_AI_KERNEL_TUNING=OFF
-DMIOPEN_ENABLE_AI_IMMED_MODE_FALLBACK=OFF
-DCMAKE_BUILD_TYPE=Release
@@ -94,3 +111,102 @@ jobs:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
parameters:
gpuTarget: $(JOB_GPU_TARGET)
- job: MIOpen_testing
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
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
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
parameters:
checkoutRepo: ${{ parameters.checkoutRepo }}
# The default boost library from apt is 1.74, which does not satisfy MIOpen's build requirement (1.79+)
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-boost.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
parameters:
${{ if eq(parameters.checkoutRef, '') }}:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-rocm.yml
parameters:
dependencyList: ${{ parameters.rocmTestDependencies }}
gpuTarget: $(JOB_GPU_TARGET)
${{ if eq(parameters.checkoutRef, '') }}:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
# MIOpen depends on a specific version of frugally-deep which is forked here: https://github.com/ROCm/frugally-deep
# https://github.com/ROCm/frugally-deep/blob/master/INSTALL.md
- task: Bash@3
displayName: Add Python site-packages binaries to path
inputs:
targetType: inline
script: |
USER_BASE=$(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
- task: CMake@1
displayName: 'MIOpen Test CMake Flags'
inputs:
cmakeArgs: >-
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(Build.SourcesDirectory)/bin;$(Build.SourcesDirectory)/cget/cget/pkg/Dobiasd__FunctionalPlus/install;$(Agent.BuildDirectory)/boost
-DCMAKE_INSTALL_PREFIX=$(Agent.BuildDirectory)/rocm
-DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
-DCMAKE_C_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang
-DMIOPEN_BACKEND=HIP
-DMIOPEN_TEST_FLAGS=" --disable-verification-cache"
-DCMAKE_BUILD_TYPE=release
-DBUILD_DEV=OFF
-DMIOPEN_USE_MLIR=ON
-DMIOPEN_GPU_SYNC=OFF
..
- task: Bash@3
displayName: 'MIOpen Test Build'
inputs:
targetType: inline
script: |
cmake --build . --target tests -- -j$(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

5
.azuredevops/components/MIVisionX.yml
View File

@@ -86,8 +86,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -120,7 +118,7 @@ jobs:
- job: MIVisionX_testing
dependsOn: MIVisionX
condition: 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 +160,7 @@ jobs:
mkdir mivisionx-tests
cd mivisionx-tests
cmake /opt/rocm/share/mivisionx/test
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: MIVisionX

10
.azuredevops/components/ROCR-Runtime.yml
View File

@@ -59,7 +59,7 @@ jobs:
- 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 +102,12 @@ jobs:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
parameters:
checkoutRepo: ${{ parameters.checkoutRepo }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
parameters:
runRocminfo: false
- task: Bash@3
displayName: Build kfdtest
continueOnError: true
inputs:
targetType: 'inline'
workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest
@@ -119,6 +123,7 @@ jobs:
testDir: $(Build.SourcesDirectory)/libhsakmt/tests/kfdtest/scripts
- task: Bash@3
displayName: Build rdmatest app
continueOnError: true
inputs:
targetType: 'inline'
workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/app
@@ -127,6 +132,7 @@ jobs:
cmake --build .
- task: Bash@3
displayName: Build rdmatest driver
continueOnError: true
inputs:
targetType: 'inline'
workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/drv
@@ -136,6 +142,7 @@ jobs:
RDMA_HEADER_DIR=/usr/src/amdgpu-*/include make all
- task: Bash@3
displayName: Install rdmatest driver
continueOnError: true
inputs:
targetType: 'inline'
workingDirectory: $(Build.SourcesDirectory)/libhsakmt/tests/rdma/simple/drv
@@ -151,6 +158,7 @@ jobs:
testPublishResults: false
- task: Bash@3
displayName: Build rocrtst
continueOnError: true
inputs:
targetType: 'inline'
workingDirectory: $(Build.SourcesDirectory)/rocrtst/suites/test_common

2
.azuredevops/components/ROCgdb.yml
View File

@@ -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
@@ -100,6 +101,7 @@ jobs:
sudo rm -rf /opt/rocm
sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
echo "##vso[task.prependpath]/opt/rocm/bin"
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- task: Bash@3
displayName: check-gdb
continueOnError: true

7
.azuredevops/components/ROCmValidationSuite.yml
View File

@@ -13,6 +13,7 @@ parameters:
- libyaml-cpp-dev
- libpci-dev
- libpci3
- libgst-dev
- libgtest-dev
- git
- name: rocmDependencies
@@ -40,6 +41,7 @@ parameters:
- llvm-project
- rocBLAS
- rocm_smi_lib
- rocminfo
- rocprofiler-register
- ROCR-Runtime
- rocRAND
@@ -64,8 +66,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -98,7 +98,7 @@ jobs:
- job: ROCmValidationSuite_testing
dependsOn: ROCmValidationSuite
condition: 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 +132,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: ROCmValidationSuite

175
.azuredevops/components/Tensile.yml Normal file
View File

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

5
.azuredevops/components/amdsmi.yml
View File

@@ -35,7 +35,7 @@ jobs:
- 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 +53,9 @@ jobs:
aptPackages: ${{ parameters.aptPackages }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
parameters:
runRocminfo: false
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: amdsmi

3
.azuredevops/components/aomp.yml
View File

@@ -413,7 +413,7 @@ jobs:
- 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 +472,7 @@ jobs:
Contents: FileCheck
TargetFolder: $(Agent.BuildDirectory)/rocm/share/openmp-extras/tests/bin
retryCount: 3
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- task: Bash@3
displayName: Test AOMP
continueOnError: true

5
.azuredevops/components/composable_kernel.yml
View File

@@ -48,8 +48,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -101,7 +99,7 @@ jobs:
- job: composable_kernel_testing
dependsOn: composable_kernel
condition: 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 +135,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- task: Bash@3
displayName: Iterate through test scripts
inputs:

2
.azuredevops/components/copyHIP.yml
View File

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

6
.azuredevops/components/hip-tests.yml
View File

@@ -52,8 +52,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -91,7 +89,7 @@ jobs:
- job: hip_tests_testing
timeoutInMinutes: 240
dependsOn: hip_tests
condition: 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
@@ -133,11 +131,11 @@ jobs:
sudo rm -rf /opt/rocm
sudo mkdir -p /opt/rocm/bin
sudo ln -s $(Agent.BuildDirectory)/rocm/bin/rocm_agent_enumerator /opt/rocm/bin/rocm_agent_enumerator
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hip_tests
testDir: $(Agent.BuildDirectory)/rocm/share/hip
reloadAMDGPU: true
- task: Bash@3
displayName: Clean up symlink
inputs:

2
.azuredevops/components/hipBLAS-common.yml
View File

@@ -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

5
.azuredevops/components/hipBLAS.yml
View File

@@ -59,8 +59,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -98,7 +96,7 @@ jobs:
- job: hipBLAS_testing
dependsOn: hipBLAS
condition: 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 +130,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipBLAS

7
.azuredevops/components/hipBLASLt.yml
View File

@@ -22,6 +22,7 @@ parameters:
type: object
default:
- joblib
- packaging
- name: rocmDependencies
type: object
default:
@@ -74,8 +75,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -150,7 +149,7 @@ jobs:
- job: hipBLASLt_testing
dependsOn: hipBLASLt
condition: 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 +165,7 @@ jobs:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
aptPackages: ${{ parameters.aptPackages }}
pipModules: ${{ parameters.pipModules }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
parameters:
@@ -184,6 +184,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipBLASLt

5
.azuredevops/components/hipCUB.yml
View File

@@ -43,8 +43,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -78,7 +76,7 @@ jobs:
- job: hipCUB_testing
dependsOn: hipCUB
condition: 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 +110,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipCUB

5
.azuredevops/components/hipFFT.yml
View File

@@ -55,8 +55,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -96,7 +94,7 @@ jobs:
- job: hipFFT_testing
dependsOn: hipFFT
condition: 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 +128,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipFFT

5
.azuredevops/components/hipRAND.yml
View File

@@ -45,8 +45,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -82,7 +80,7 @@ jobs:
- job: hipRAND_testing
dependsOn: hipRAND
condition: 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 +114,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipRAND

6
.azuredevops/components/hipSOLVER.yml
View File

@@ -42,6 +42,7 @@ parameters:
- ROCR-Runtime
- rocSOLVER
- rocSPARSE
- roctracer
jobs:
- job: hipSOLVER
@@ -56,8 +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:
@@ -102,7 +101,7 @@ jobs:
- 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
@@ -136,6 +135,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipSOLVER

5
.azuredevops/components/hipSPARSE.yml
View File

@@ -52,8 +52,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -97,7 +95,7 @@ jobs:
- job: hipSPARSE_testing
dependsOn: hipSPARSE
condition: 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 +129,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipSPARSE

3
.azuredevops/components/hipSPARSELt.yml
View File

@@ -123,7 +123,7 @@ jobs:
- 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 +151,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipSPARSELt

7
.azuredevops/components/hipTensor.yml
View File

@@ -42,8 +42,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -79,7 +77,7 @@ jobs:
- job: hipTensor_testing
timeoutInMinutes: 90
dependsOn: hipTensor
condition: 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
@@ -113,8 +111,9 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: hipTensor
testDir: '$(Agent.BuildDirectory)/rocm/bin/hiptensor'
testParameters: '--gtest_output=xml:./test_output.xml --gtest_color=yes'
testParameters: '-E ".*-extended" -VV --output-on-failure --force-new-ctest-process --output-junit test_output.xml'

5
.azuredevops/components/hipfort.yml
View File

@@ -51,8 +51,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -94,7 +92,7 @@ jobs:
- job: hipfort_testing
dependsOn: hipfort
condition: 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 +137,7 @@ jobs:
sudo rm -rf /opt/rocm
sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
workingDirectory: $(Build.SourcesDirectory)
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- task: Bash@3
displayName: 'Test hipfort'
inputs:

3
.azuredevops/components/omnitrace.yml
View File

@@ -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:

5
.azuredevops/components/rccl.yml
View File

@@ -60,8 +60,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -102,7 +100,7 @@ jobs:
- job: rccl_testing
timeoutInMinutes: 120
dependsOn: rccl
condition: 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 +134,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rccl

7
.azuredevops/components/rdc.yml
View File

@@ -60,8 +60,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -113,7 +111,7 @@ jobs:
- job: rdc_testing
dependsOn: rdc
condition: 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 +129,8 @@ jobs:
aptPackages: ${{ parameters.aptPackages }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
parameters:
gpuTarget: $(JOB_GPU_TARGET)
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
parameters:
${{ if eq(parameters.checkoutRef, '') }}:
@@ -156,6 +156,7 @@ jobs:
sudo ln -s $(Agent.BuildDirectory)/rocm/bin/rdcd /usr/sbin/rdcd
echo $(Agent.BuildDirectory)/rocm/lib/rdc/grpc/lib | sudo tee /etc/ld.so.conf.d/grpc.conf
sudo ldconfig -v
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- task: Bash@3
displayName: Test rdc
inputs:

7
.azuredevops/components/rocAL.yml
View File

@@ -53,6 +53,7 @@ parameters:
- half
- llvm-project
- MIVisionX
- rocminfo
- rocprofiler-register
- ROCR-Runtime
- rpp
@@ -70,8 +71,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- task: Bash@3
displayName: 'Register libjpeg-turbo packages'
@@ -157,7 +156,7 @@ jobs:
- job: rocAL_testing
dependsOn: rocAL
condition: 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
@@ -220,11 +219,11 @@ jobs:
mkdir rocAL-tests
cd rocAL-tests
cmake $(Agent.BuildDirectory)/rocm/share/rocal/test
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocAL
testDir: rocAL-tests
reloadAMDGPU: true
- task: Bash@3
displayName: Clean up libjpeg-turbo
inputs:

5
.azuredevops/components/rocALUTION.yml
View File

@@ -60,8 +60,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -98,7 +96,7 @@ jobs:
- job: rocALUTION_testing
dependsOn: rocALUTION
condition: 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 +130,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocALUTION

6
.azuredevops/components/rocBLAS.yml
View File

@@ -40,6 +40,7 @@ parameters:
- aomp-extras
- hipBLAS-common
- hipBLASLt
- roctracer
- name: rocmTestDependencies
type: object
default:
@@ -74,8 +75,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -121,7 +120,7 @@ jobs:
- job: rocBLAS_testing
dependsOn: rocBLAS
condition: 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 +155,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocBLAS

22
.azuredevops/components/rocDecode.yml
View File

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

5
.azuredevops/components/rocFFT.yml
View File

@@ -55,8 +55,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -95,7 +93,7 @@ jobs:
- job: rocFFT_testing
dependsOn: rocFFT
condition: 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 +127,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocFFT

9
.azuredevops/components/rocMLIR.yml
View File

@@ -13,6 +13,7 @@ parameters:
- git
- python3-pip
- libdrm-dev
- libstdc++-12-dev
- name: pipModules
type: object
default:
@@ -28,7 +29,7 @@ parameters:
- ROCR-Runtime
jobs:
- job: rocMLIR_library
- job: rocMLIR
variables:
- group: common
- template: /.azuredevops/variables-global.yml
@@ -66,16 +67,19 @@ jobs:
# 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: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -119,6 +123,7 @@ jobs:
-DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
-DROCM_TEST_CHIPSET=$(JOB_GPU_TARGET)
-GNinja
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocMLIR

5
.azuredevops/components/rocPRIM.yml
View File

@@ -42,8 +42,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -77,7 +75,7 @@ jobs:
- job: rocPRIM_testing
dependsOn: rocPRIM
condition: 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 +109,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocPRIM

106
.azuredevops/components/rocPyDecode.yml
View File

@@ -8,25 +8,22 @@ parameters:
- name: aptPackages
type: object
default:
- python3-pip
- cmake
- ninja-build
- pkg-config
- ffmpeg
- libavcodec-dev
- libavformat-dev
- libavutil-dev
- libva-dev
- libdrm-dev
- pybind11-dev
- python3-pybind11
- libdlpack-dev
- libdrm-dev
- libva-dev
- ninja-build
- pkg-config
- python3-pip
- name: pipModules
type: object
default:
- -i
- https://test.pypi.org/simple
- hip-python
- numpy
- pybind11
- name: rocmDependencies
type: object
default:
@@ -52,13 +49,16 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
aptPackages: ${{ parameters.aptPackages }}
pipModules: ${{ parameters.pipModules }}
- task: Bash@3
displayName: 'pip install hip-python'
inputs:
targetType: inline
script: pip install -i https://test.pypi.org/simple hip-python
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
parameters:
@@ -80,11 +80,19 @@ jobs:
script: |
sudo rm -rf /opt/rocm
sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
- task: Bash@3
displayName: 'Save Python Package Paths'
inputs:
targetType: inline
script: |
echo "##vso[task.setvariable variable=PYTHON_USER_SITE;]$(python3 -m site --user-site)"
echo "##vso[task.setvariable variable=PYTHON_DIST_PACKAGES;]$(python3 -c 'import sysconfig; print(sysconfig.get_paths()["purelib"])')"
echo "##vso[task.setvariable variable=PYBIND11_PATH;]$(python3 -c 'import pybind11; print(pybind11.get_cmake_dir())')"
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
parameters:
extraBuildFlags: >-
-DROCM_PATH=$(Agent.BuildDirectory)/rocm
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(PYTHON_USER_SITE)/pybind11;$(PYTHON_DIST_PACKAGES)/pybind11;$(PYBIND11_PATH)
-DCMAKE_BUILD_TYPE=Release
-DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
-DCMAKE_INSTALL_PREFIX_PYTHON=$(Build.BinariesDirectory)
@@ -97,7 +105,10 @@ jobs:
displayName: Create wheel file
inputs:
targetType: inline
script: python setup.py bdist_wheel
script: |
export ROCM_PATH=$(Agent.BuildDirectory)/rocm
export HIP_INCLUDE_DIRS=$(Agent.BuildDirectory)/rocm/include/hip
python3 setup.py bdist_wheel
workingDirectory: $(Build.SourcesDirectory)
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
parameters:
@@ -113,11 +124,13 @@ 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:
@@ -126,11 +139,35 @@ jobs:
JOB_GPU_TARGET: gfx942
JOB_TEST_POOL: ${{ variables.GFX942_TEST_POOL }}
steps:
- task: Bash@3
displayName: Ensure pybind11-dev is not installed
inputs:
targetType: inline
script: |
if dpkg -l | grep -q pybind11-dev; then
echo "Removing pybind11-dev..."
sudo apt remove -y pybind11-dev
else
echo "pybind11-dev is not installed."
fi
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
aptPackages: ${{ parameters.aptPackages }}
pipModules: ${{ parameters.pipModules }}
- task: Bash@3
displayName: 'pip install hip-python'
inputs:
targetType: inline
script: pip install -i https://test.pypi.org/simple hip-python
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
- task: DownloadPipelineArtifact@2
displayName: 'Download Pipeline Wheel Files'
inputs:
itemPattern: '**/*.whl'
targetPath: $(Agent.BuildDirectory)
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
parameters:
checkoutRepo: ${{ parameters.checkoutRepo }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
parameters:
${{ if eq(parameters.checkoutRef, '') }}:
@@ -145,27 +182,44 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
parameters:
checkoutRepo: ${{ parameters.checkoutRepo }}
- task: Bash@3
displayName: Setup test environment
displayName: pip install
inputs:
targetType: inline
script: |
pip uninstall -y rocPyDecode
find -name *.whl -exec pip install {} \;
workingDirectory: $(Agent.BuildDirectory)
- task: Bash@3
displayName: Setup search paths
inputs:
targetType: inline
script: |
sudo rm -rf /opt/rocm
sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
cd $(Build.SourcesDirectory)
sudo pip install .
cmake -DAMDGPU_TARGETS=$(JOB_GPU_TARGET) .
echo "##vso[task.setvariable variable=PYTHON_USER_SITE;]$(python3 -m site --user-site)"
echo "##vso[task.setvariable variable=PYTHON_DIST_PACKAGES;]$(python3 -c 'import sysconfig; print(sysconfig.get_paths()["purelib"])')"
echo "##vso[task.setvariable variable=PYBIND11_PATH;]$(python3 -c 'import pybind11; print(pybind11.get_cmake_dir())')"
- task: CMake@1
displayName: 'rocPyDecode Test CMake Flags'
inputs:
cmakeArgs: >-
-DROCM_PATH=$(Agent.BuildDirectory)/rocm
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm;$(PYTHON_USER_SITE)/pybind11;$(PYTHON_DIST_PACKAGES)/pybind11;$(PYBIND11_PATH)
-DCMAKE_BUILD_TYPE=Release
-DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
..
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocPyDecode
testDir: $(Build.SourcesDirectory)
testDir: $(Build.SourcesDirectory)/build
# sudo required for pip install but screws up permissions for next pipeline run
- task: Bash@3
displayName: Clean up test environment
condition: always()
inputs:
targetType: inline
script: |
sudo rm -rf $(Build.SourcesDirectory)/*
pip uninstall -y rocPyDecode
pip uninstall -y hip-python

5
.azuredevops/components/rocRAND.yml
View File

@@ -45,8 +45,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -79,7 +77,7 @@ jobs:
- job: rocRAND_testing
dependsOn: rocRAND
condition: 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 +111,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocRAND

6
.azuredevops/components/rocSOLVER.yml
View File

@@ -44,6 +44,7 @@ parameters:
- rocprofiler-register
- ROCR-Runtime
- rocSPARSE
- roctracer
jobs:
- job: rocSOLVER
@@ -57,8 +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:
@@ -112,7 +111,7 @@ jobs:
- 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
@@ -146,6 +145,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocSOLVER

5
.azuredevops/components/rocSPARSE.yml
View File

@@ -56,8 +56,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -107,7 +105,7 @@ jobs:
- job: rocSPARSE_testing
timeoutInMinutes: 90
dependsOn: rocSPARSE
condition: 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 +139,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocSPARSE

5
.azuredevops/components/rocThrust.yml
View File

@@ -47,8 +47,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -82,7 +80,7 @@ jobs:
- job: rocThrust_testing
dependsOn: rocThrust
condition: 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 +114,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocThrust

5
.azuredevops/components/rocWMMA.yml
View File

@@ -56,8 +56,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -94,7 +92,7 @@ jobs:
- job: rocWMMA_testing
timeoutInMinutes: 90
dependsOn: rocWMMA
condition: 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 +126,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocWMMA

41
.azuredevops/components/rocm-examples.yml
View File

@@ -60,6 +60,7 @@ parameters:
- rocSOLVER
- rocSPARSE
- rocThrust
- roctracer
jobs:
- job: rocm_examples
@@ -73,8 +74,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -116,7 +115,7 @@ jobs:
- job: rocm_examples_testing
dependsOn: rocm_examples
condition: 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 +134,9 @@ jobs:
parameters:
aptPackages: ${{ parameters.aptPackages }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/checkout.yml
parameters:
gpuTarget: $(JOB_GPU_TARGET)
checkoutRepo: ${{ parameters.checkoutRepo }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-aqlprofile.yml
parameters:
${{ if eq(parameters.checkoutRef, '') }}:
@@ -152,20 +151,18 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- task: Bash@3
displayName: Unload and reload AMDGPU
inputs:
targetType: inline
script: |
sudo modprobe -r amdgpu
sudo modprobe amdgpu
- task: Bash@3
displayName: Iterate through examples
inputs:
targetType: inline
script: |
for file in *; do
echo Now running: $file
./$file | tee -a $(TEST_LOG_FILE)
done
workingDirectory: $(Agent.BuildDirectory)/rocm/examples
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/build-cmake.yml
parameters:
# https://github.com/ROCm/HIP/issues/2203
extraBuildFlags: >-
-DCMAKE_CXX_COMPILER=$(Agent.BuildDirectory)/rocm/llvm/bin/amdclang++
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-DROCM_ROOT=$(Agent.BuildDirectory)/rocm
-DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
-DCMAKE_HIP_ARCHITECTURES=$(JOB_GPU_TARGET)
-DCMAKE_EXE_LINKER_FLAGS=-fgpu-rdc
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocm-examples
testDir: $(Build.SourcesDirectory)/build

4
.azuredevops/components/rocm_bandwidth_test.yml
View File

@@ -27,6 +27,7 @@ parameters:
- name: rocmTestDependencies
type: object
default:
- rocminfo
- rocprofiler-register
- ROCR-Runtime
@@ -72,7 +73,7 @@ jobs:
- job: rocm_bandwidth_test_testing
dependsOn: rocm_bandwidth_test
condition: 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 +100,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocm_bandwidth_test

5
.azuredevops/components/rocm_smi_lib.yml
View File

@@ -29,7 +29,7 @@ jobs:
- 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 +44,9 @@ jobs:
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/local-artifact-download.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
parameters:
runRocminfo: false
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocm_smi_lib

5
.azuredevops/components/rocminfo.yml
View File

@@ -49,7 +49,7 @@ jobs:
- 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 +72,9 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
parameters:
runRocminfo: false
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocminfo

26
.azuredevops/components/omniperf.yml → .azuredevops/components/rocprofiler-compute.yml
View File

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

2
.azuredevops/components/rocprofiler-sdk.yml
View File

@@ -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:

140
.azuredevops/components/rocprofiler-systems.yml Normal file
View File

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

5
.azuredevops/components/rocprofiler.yml
View File

@@ -57,8 +57,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -100,7 +98,7 @@ jobs:
- job: rocprofiler_testing
dependsOn: rocprofiler
condition: 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 +139,7 @@ jobs:
script: |
sudo rm -rf /opt/rocm
sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocprofilerV1

3
.azuredevops/components/rocr_debug_agent.yml
View File

@@ -72,7 +72,7 @@ jobs:
- 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 +114,7 @@ jobs:
cmakeBuildDir: '$(Agent.BuildDirectory)/rocm/src/rocm-debug-agent-test'
cmakeSourceDir: '.'
installEnabled: false
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: rocr_debug_agent

7
.azuredevops/components/roctracer.yml
View File

@@ -30,6 +30,7 @@ parameters:
default:
- clr
- llvm-project
- rocminfo
- rocprofiler-register
- ROCR-Runtime
@@ -48,8 +49,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-other.yml
parameters:
@@ -77,6 +76,7 @@ jobs:
-DCMAKE_MODULE_PATH=$(Agent.BuildDirectory)/rocm/lib/cmake/hip
-DCMAKE_PREFIX_PATH=$(Agent.BuildDirectory)/rocm
-DGPU_TARGETS=$(JOB_GPU_TARGET)
-DAMDGPU_TARGETS=$(JOB_GPU_TARGET)
-GNinja
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-upload.yml
parameters:
@@ -84,7 +84,7 @@ jobs:
- job: roctracer_testing
dependsOn: roctracer
condition: 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 +118,7 @@ jobs:
dependencySource: staging
${{ elseif ne(parameters.checkoutRef, '') }}:
dependencySource: tag-builds
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/gpu-diagnostics.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/test.yml
parameters:
componentName: roctracer

5
.azuredevops/components/rpp.yml
View File

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

65
.azuredevops/dependencies/boost.yml Normal file
View File

@@ -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

2
.azuredevops/dependencies/grpc.yml
View File

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

2
.azuredevops/dependencies/gtest.yml
View File

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

2
.azuredevops/dependencies/lapack.yml
View File

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

46
.azuredevops/nightly/pytorch.yml
View File

@@ -11,7 +11,6 @@ parameters:
- ca-certificates
- bc
- bridge-utils
- cmake
- devscripts
- dkms
- doxygen
@@ -67,8 +66,9 @@ parameters:
- name: pipModules
type: object
default:
- cmake
- astunparse
- expecttest!=0.2.0
- expecttest>=0.2.1
- hypothesis
- numpy
- psutil
@@ -85,14 +85,15 @@ parameters:
- lintrunner
- ninja
- packaging
- optree>=0.12.0
- optree>=0.13.0
- click>=8.0.3
# list for vision
- auditwheel
- future
- pytest
- pytest-azurepipelines
- pillow
# list from https://github.com/pytorch/builder/blob/main/manywheel/build_rocm.sh
# list from https://github.com/pytorch/pytorch/blob/main/.ci/manywheel/build_rocm.sh
- name: rocmDependencies
type: object
default:
@@ -122,6 +123,7 @@ parameters:
- hipCUB
- rocThrust
- hipBLAS-common
- composable_kernel
- name: rocmTestDependencies
type: object
default:
@@ -159,13 +161,10 @@ jobs:
amd-staging-gfx942:
ROCM_BRANCH: amd-staging
JOB_GPU_TARGET: gfx942
amd-staging-gfx90a:
ROCM_BRANCH: amd-staging
JOB_GPU_TARGET: gfx90a
variables:
- group: common
- template: /.azuredevops/variables-global.yml
# various flags/parameters expected by bash scripts in pytorch builder repo
# various flags/parameters expected by bash scripts in pytorch repo's .ci directory
- name: ROCM_VERSION
value: 6.3.0
- name: ROCM_PATH
@@ -186,7 +185,7 @@ jobs:
workspace:
clean: all
steps:
# copy environment setup from https://github.com/pytorch/builder/blob/main/manywheel/Dockerfile
# copy environment setup from https://github.com/pytorch/pytorch/blob/main/.ci/docker/manywheel/Dockerfile
# but instead of centos, use ubuntu environment
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-cmake-latest.yml
- task: Bash@3
@@ -223,18 +222,21 @@ jobs:
targetType: inline
script: sudo ln -s $(Agent.BuildDirectory)/rocm /opt/rocm
- checkout: self
- task: Bash@3
displayName: git clone pytorch builder
inputs:
targetType: inline
script: git clone https://github.com/pytorch/builder.git --depth=1 --recurse-submodules
workingDirectory: $(Build.SourcesDirectory)
- task: Bash@3
displayName: git clone upstream pytorch
inputs:
targetType: inline
script: git clone https://github.com/pytorch/pytorch.git --depth=1 --recurse-submodules
workingDirectory: $(Build.SourcesDirectory)
# builder clone still needed due to run_tests.sh at end of build_common.sh call
- task: Bash@3
displayName: git clone pytorch builder
inputs:
targetType: inline
script: |
git clone https://github.com/pytorch/builder.git --depth=1 --recurse-submodules
sudo ln -s $(Build.SourcesDirectory)/builder /builder
workingDirectory: $(Build.SourcesDirectory)
- task: Bash@3
displayName: Install patchelf
inputs:
@@ -287,8 +289,8 @@ jobs:
PYTORCH_BUILD_VERSION=$(cat $(Build.SourcesDirectory)/pytorch/version.txt | cut -da -f1)
PYTORCH_BUILD_NUMBER=$(date -u +%Y%m%d)
SKIP_ALL_TESTS=1
bash ./manywheel/build_rocm.sh
workingDirectory: $(Build.SourcesDirectory)/builder
bash ./.ci/manywheel/build_rocm.sh
workingDirectory: $(Build.SourcesDirectory)/pytorch
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/artifact-prepare-package.yml
parameters:
sourceDir: /remote/wheelhouserocm$(ROCM_VERSION)
@@ -318,13 +320,6 @@ jobs:
targetType: inline
script: git clone https://github.com/pytorch/vision.git --depth=1 --recurse-submodules
workingDirectory: $(Build.SourcesDirectory)
- task: Bash@3
displayName: Apply vision patch
inputs:
targetType: inline
script: |
git apply $(Build.SourcesDirectory)/.azuredevops/patches/torchvision-package-name.patch
workingDirectory: $(Build.SourcesDirectory)/vision
- task: Bash@3
displayName: Build vision
inputs:
@@ -355,7 +350,7 @@ jobs:
- job: torchvision_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
@@ -384,7 +379,6 @@ jobs:
parameters:
aptPackages: ${{ parameters.aptPackages }}
pipModules: ${{ parameters.pipModules }}
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/dependencies-cmake-latest.yml
- template: ${{ variables.CI_TEMPLATE_PATH }}/steps/preamble.yml
- task: DownloadPipelineArtifact@2
displayName: 'Download Pipeline Wheel Files'

8
.azuredevops/nightly/rocm-nightly.yml
View File

@@ -26,7 +26,6 @@ parameters:
- llvm-project
- MIOpen
- MIVisionX
- omniperf
- rccl
- rdc
- rocAL
@@ -45,7 +44,10 @@ parameters:
- rocm_bandwidth_test
- rocm_smi_lib
- rocPRIM
- rocprofiler-compute
- rocprofiler-register
- rocprofiler-sdk
- rocprofiler-systems
- rocprofiler
- rocPyDecode
- ROCR-Runtime
@@ -80,8 +82,6 @@ jobs:
matrix:
gfx942:
JOB_GPU_TARGET: gfx942
gfx90a:
JOB_GPU_TARGET: gfx90a
steps:
- task: DeleteFiles@1
displayName: 'Cleanup checkout space'
@@ -118,7 +118,7 @@ jobs:
- script: du -sh $(Build.ArtifactStagingDirectory)
displayName: Compressed ROCm size
- task: PublishPipelineArtifact@1
displayName: 'Public ROCm Nightly Artifact'
displayName: 'Publish ROCm Nightly Artifact'
retryCountOnTaskFailure: 3
inputs:
targetPath: '$(Build.ArtifactStagingDirectory)'

34
.azuredevops/patches/torchvision-package-name.patch
View File

@@ -1,34 +0,0 @@
From 036307033d5c187b3123dae46477feacbd06d0ab Mon Sep 17 00:00:00 2001
From: Joseph Macaranas <Joseph.Macaranas@amd.com>
Date: Sun, 22 Sep 2024 23:03:48 -0400
Subject: [PATCH] Allow custom package name for CI builds of torchvision
---
setup.py | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/setup.py b/setup.py
index 4b0525d8e4..2c51ce04f2 100644
--- a/setup.py
+++ b/setup.py
@@ -42,7 +42,7 @@ CSRS_DIR = ROOT_DIR / "torchvision/csrc"
IS_ROCM = (torch.version.hip is not None) and (ROCM_HOME is not None)
BUILD_CUDA_SOURCES = (torch.cuda.is_available() and ((CUDA_HOME is not None) or IS_ROCM)) or FORCE_CUDA
-PACKAGE_NAME = "torchvision"
+PACKAGE_NAME = os.getenv("TORCHVISION_PACKAGE_NAME", "torchvision")
print("Torchvision build configuration:")
print(f"{FORCE_CUDA = }")
@@ -98,7 +98,7 @@ def get_requirements():
except DistributionNotFound:
return None
- pytorch_dep = "torch"
+ pytorch_dep = os.getenv("TORCH_PACKAGE_NAME", "torch")
if os.getenv("PYTORCH_VERSION"):
pytorch_dep += "==" + os.getenv("PYTORCH_VERSION")
--
2.44.0.windows.1

4
.azuredevops/tag-builds/omniperf.yml → .azuredevops/tag-builds/Tensile.yml
View File

@@ -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 }}

23
.azuredevops/tag-builds/boost.yml Normal file
View File

@@ -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 }}

29
.azuredevops/tag-builds/rocprofiler-compute.yml Normal file
View File

@@ -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 }}

29
.azuredevops/tag-builds/rocprofiler-systems.yml Normal file
View File

@@ -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 }}

105
.azuredevops/templates/steps/artifact-download.yml
View File

@@ -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
@@ -56,16 +61,19 @@ parameters:
rocFFT: develop
ROCgdb: amd-staging
rocm-cmake: develop
rocm-core: master
rocm-core: amd-staging
rocm-examples: develop
rocminfo: amd-staging
rocMLIR: develop
ROCmValidationSuite: master
rocm_bandwidth_test: master
rocm_smi_lib: develop
rocm_smi_lib: amd-staging
rocPRIM: develop
rocprofiler-register: amd-mainline
rocprofiler: amd-staging
rocprofiler-compute: amd-staging
rocprofiler-register: amd-staging
rocprofiler-sdk: amd-staging
rocprofiler-systems: amd-staging
rocPyDecode: develop
ROCR-Runtime: amd-staging
rocRAND: develop
@@ -76,26 +84,84 @@ 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 #
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:
@@ -109,10 +175,11 @@ 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 }}

22
.azuredevops/templates/steps/dependencies-aqlprofile.yml
View File

@@ -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)'

35
.azuredevops/templates/steps/dependencies-boost.yml Normal file
View File

@@ -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

6
.azuredevops/templates/steps/dependencies-other.yml
View File

@@ -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:

21
.azuredevops/templates/steps/dependencies-rocm.yml
View File

@@ -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)
@@ -72,7 +74,10 @@ parameters:
rocm_bandwidth_test: $(ROCM_BANDWIDTH_TEST_PIPELINE_ID)
rocm_smi_lib: $(ROCM_SMI_LIB_PIPELINE_ID)
rocPRIM: $(ROCPRIM_PIPELINE_ID)
rocprofiler-compute: $(ROCPROFILER_COMPUTE_PIPELINE_ID)
rocprofiler-register: $(ROCPROFILER_REGISTER_PIPELINE_ID)
rocprofiler-sdk: $(ROCPROFILER_SDK_PIPELINE_ID)
rocprofiler-systems: $(ROCPROFILER_SYSTEMS_PIPELINE_ID)
rocprofiler: $(ROCPROFILER_PIPELINE_ID)
rocPyDecode: $(ROCPYDECODE_PIPELINE_ID)
ROCR-Runtime: $(ROCR_RUNTIME_PIPELINE_ID)
@@ -113,6 +118,7 @@ parameters:
MIOpen: $(MIOpen_TAGGED_PIPELINE_ID)
MIVisionX: $(MIVISIONX_TAGGED_PIPELINE_ID)
omniperf: $(OMNIPERF_TAGGED_PIPELINE_ID)
omnitrace: $(OMNITRACE_TAGGED_PIPELINE_ID)
rccl: $(RCCL_TAGGED_PIPELINE_ID)
rdc: $(RDC_TAGGED_PIPELINE_ID)
rocAL: $(ROCAL_TAGGED_PIPELINE_ID)
@@ -131,7 +137,10 @@ parameters:
rocm_bandwidth_test: $(ROCM_BANDWIDTH_TEST_TAGGED_PIPELINE_ID)
rocm_smi_lib: $(ROCM_SMI_LIB_TAGGED_PIPELINE_ID)
rocPRIM: $(ROCPRIM_TAGGED_PIPELINE_ID)
rocprofiler-compute: $(ROCPROFILER_COMPUTE_TAGGED_PIPELINE_ID)
rocprofiler-register: $(ROCPROFILER_REGISTER_TAGGED_PIPELINE_ID)
rocprofiler-sdk: $(ROCPROFILER_SDK_TAGGED_PIPELINE_ID)
rocprofiler-systems: $(ROCPROFILER_SYSTEMS_PIPELINE_ID)
rocprofiler: $(ROCPROFILER_TAGGED_PIPELINE_ID)
rocPyDecode: $(ROCPYDECODE_TAGGED_PIPELINE_ID)
ROCR-Runtime: $(ROCR_RUNTIME_TAGGED_PIPELINE_ID)
@@ -172,12 +181,16 @@ parameters:
- hipRAND
- hipSPARSELt
- hipTensor
- omnitrace
- rccl
- rocALUTION
- rocBLAS
- rocFFT
- rocm-examples
- rocPRIM
- rocprofiler-compute
- rocprofiler-sdk
- rocprofiler-systems
- rocprofiler
- rocPyDecode
- rocRAND
@@ -213,6 +226,10 @@ 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
@@ -229,6 +246,10 @@ 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

54
.azuredevops/templates/steps/gpu-diagnostics.yml Normal file
View File

@@ -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

18
.azuredevops/variables-global.yml
View File

@@ -167,6 +167,10 @@ variables:
value: 241
- name: OMNIPERF_TAGGED_PIPELINE_ID
value: 242
- name: OMNITRACE_PIPELINE_ID
value: 253
- name: OMNITRACE_TAGGED_PIPELINE_ID
value: 252
- name: RCCL_GFX942_TEST_PIPELINE_ID
value: 184
- name: RCCL_PIPELINE_ID
@@ -255,10 +259,22 @@ 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
value: 25
- name: ROCPROFILER_SDK_PIPELINE_ID
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
@@ -321,3 +337,5 @@ variables:
value: 78
- name: RPP_TAGGED_PIPELINE_ID
value: 39
- name: BOOST_DEPENDENCY_PIPELINE_ID
value: 250

1
.github/CODEOWNERS vendored
View File

@@ -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

8
.wordlist.txt
View File

@@ -36,6 +36,7 @@ Bluefield
Bootloader
CCD
CDNA
CHTML
CIFAR
CLI
CLion
@@ -70,6 +71,7 @@ Concretized
Conda
ConnectX
CuPy
Dashboarding
DDR
DF
DGEMM
@@ -227,6 +229,7 @@ Mellanox's
Meta's
Miniconda
MirroredStrategy
Mixtral
Multicore
Multithreaded
MyEnvironment
@@ -273,6 +276,7 @@ OpenSSL
OpenVX
OpenXLA
Oversubscription
PagedAttention
PCC
PCI
PCIe
@@ -294,6 +298,7 @@ PowerShell
PyPi
PyTorch
Qcycles
Qwen
RAII
RAS
RCCL
@@ -563,6 +568,7 @@ hipfort
hipify
hipsolver
hipsparse
hlist
hotspotting
hpc
hpp
@@ -586,6 +592,7 @@ intra
invariants
invocating
ipo
jax
kdb
kfd
latencies
@@ -606,6 +613,7 @@ migraphx
miopen
miopengemm
mivisionx
mjx
mkdir
mlirmiopen
mtypes

518
RELEASE.md
View File

@@ -1,104 +1,69 @@
# ROCm 6.2.2 release notes
# ROCm 6.2.4 release notes
These release notes provide a summary of notable changes since the previous ROCm release.
The release notes provide a summary of notable changes since the previous ROCm release.
- [Release highlights](#release-highlights)
- [Operating system and hardware support changes](#operating-system-and-hardware-support-changes)
- [ROCm components versioning](#rocm-components)
- [Detailed component changes](#detailed-component-changes)
- [ROCm known issues](#rocm-known-issues)
- [ROCm upcoming changes](#rocm-upcoming-changes)
```{note}
As ROCm 6.2.2 was released shortly after 6.2.1, the changes between these versions
are minimal. For a comprehensive overview of recent updates, the ROCm 6.2.1 release
notes are appended to the end of this document.
For detailed information about the changes in ROCm 6.2.1, refer to the appended
section: [ROCm 6.2.1 release notes](rocm-6-2-1-release-notes).
If you’re using Radeon™ PRO or Radeon GPUs in a workstation setting with a
display connected, continue to use ROCm 6.2.3. See the [Use ROCm on Radeon
GPUs](https://rocm.docs.amd.com/projects/radeon/en/latest/index.html)
documentation to verify compatibility and system requirements.
```
The [Compatibility matrix](https://rocm.docs.amd.com/en/docs-6.2.2/compatibility/compatibility-matrix.html)
provides the full list of supported hardware, operating systems, ecosystems, third-party components, and ROCm components
for each ROCm release.
Release notes for previous ROCm releases are available in earlier versions of the documentation.
See the [ROCm documentation release history](https://rocm.docs.amd.com/en/latest/release/versions.html).
## Release highlights
The following is a significant fix introduced in ROCm 6.2.2.
The following are notable new features and improvements in ROCm 6.2.4. For changes to individual components, see
[Detailed component changes](#detailed-component-changes).
### Fixed Instinct MI300X error recovery failure
#### ROCm documentation updates
Improved the reliability of AMD Instinct MI300X accelerators in scenarios involving
uncorrectable errors. Previously, error recovery did not occur as expected,
potentially leaving the system in an undefined state. This fix ensures that error
recovery functions as expected, maintaining system stability.
ROCm documentation continues to be updated to provide clearer and more comprehensive guidance for
a wider variety of user needs and use cases.
See the [original issue](#instinct-mi300x-gpu-recovery-failure-on-uncorrectable-errors)
noted in the ROCm 6.2.1 release notes.
* Added a new GPU cluster networking guide. See
[Cluster network performance validation for AMD Instinct accelerators](https://rocm.docs.amd.com/projects/gpu-cluster-networking/en/latest/index.html).
This documentation provides guidelines on validating network configurations
in single-node and multi-node environments to attain optimal speed and bandwidth
in AMD Instinct-powered clusters.
---
* Updated the HIP runtime documentation.
## ROCm 6.2.1 release notes
* Added a new section on how to use [HIP graphs](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/hipgraph.html).
The ROCm 6.2.1 release notes document newly added ecosystem support, ROCm Offline Installer Creator updates,
and improvements to several ROCm libraries and tools.
* Added a new section about the [Stream ordered memory allocator (SOMA)](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/stream_ordered_allocator.html).
- [Release highlights](release-highlights)
* Updated the [Porting CUDA driver API](https://rocm.docs.amd.com/projects/HIP/en/latest/how-to/hip_porting_driver_api.html) section.
- [Operating system and hardware support changes](operating-system-and-hardware-support-changes)
* Updated the [Post-installation instructions](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.2.4/install/post-install.html)
with guidance on using the `update-alternatives` utility and environment modules to help you manage multiple ROCm
versions and streamline PATH configuration.
- [ROCm components versioning](rocm-components)
* Updated the [LLM inference performance validation on AMD Instinct
MI300X](https://rocm.docs.amd.com/en/docs-6.2.4/how-to/performance-validation/mi300x/vllm-benchmark.html)
documentation with more detailed guidance, new models, and the `float8` data type.
- [Detailed component changes](detailed-component-changes)
## Operating system and hardware support changes
- [ROCm known issues](rocm-known-issues)
ROCm 6.2.4 adds support for the [AMD Radeon PRO V710](https://www.amd.com/en/products/accelerators/radeon-pro/amd-radeon-pro-v710.html) GPU for compute workloads. See
[Supported GPUs](https://advanced-micro-devices-demo--287.com.readthedocs.build/projects/install-on-linux-internal/en/287/reference/system-requirements.html)
for more information.
- [ROCm upcoming changes](rocm-upcoming-changes)
This release maintains the same operating system support as 6.2.2.
### Release highlights
## ROCm components
The following are notable new features and improvements in ROCm 6.2.1. For changes to individual components, see [Detailed component changes](#detailed-component-changes).
#### rocAL major version change
The new version of rocAL introduces many new features, but does not modify any of the existing public API functions. However, the version number was incremented from 1.3 to 2.0.
Applications linked to version 1.3 must be recompiled to link against version 2.0.
See [the rocAL detailed changes](#rocal-2-0-0) for more information.
#### New support for FBGEMM (Facebook General Matrix Multiplication)
As of ROCm 6.2.1, ROCm supports Facebook General Matrix Multiplication (FBGEMM) and the related FBGEMM_GPU library.
FBGEMM is a low-precision, high-performance CPU kernel library for convolution and matrix multiplication. It is used for server-side inference and as a back end for PyTorch quantized operators. FBGEMM_GPU includes a collection of PyTorch GPU operator libraries for training and inference. For more information, see the ROCm [Model acceleration libraries guide](https://rocm.docs.amd.com/en/docs-6.2.1/how-to/llm-fine-tuning-optimization/model-acceleration-libraries.html)
and [PyTorch's FBGEMM GitHub repository](https://github.com/pytorch/FBGEMM).
#### ROCm Offline Installer Creator changes
The [ROCm Offline Installer Creator 6.2.1](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.2.1/install/rocm-offline-installer.html) introduces several new features and improvements including:
* Logging support for create and install logs
* More stringent checks for Linux versions and distributions
* Updated prerequisite repositories
* Fixed CTest issues
#### ROCm documentation changes
There have been no changes to supported hardware or operating systems from ROCm 6.2.0 to ROCm 6.2.1.
* The Programming Model Reference and Understanding the Programming Model topics in HIP have been consolidated into one topic,
[HIP programming model (conceptual)](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1/understand/programming_model.html).
* The [HIP virtual memory management](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1/how-to/virtual_memory.html) and [HIP virtual memory management API](https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1/reference/virtual_memory_reference.html) topics have been added.
```{note}
The ROCm documentation, like all ROCm projects, is open source and available on GitHub. To contribute to ROCm documentation, see the [ROCm documentation contribution guidelines](https://rocm.docs.amd.com/en/latest/contribute/contributing.html).
```
### Operating system and hardware support changes
ROCm 6.2.1 adds support for Ubuntu 24.04.1 (kernel: 6.8 [GA]).
See the [Compatibility matrix](https://rocm.docs.amd.com/en/docs-6.2.1/compatibility/compatibility-matrix.html) for the full list of supported operating systems and hardware architectures.
### ROCm components
The following table lists the versions of ROCm components for ROCm 6.2.1, including any version changes from 6.2.0 to 6.2.1.
The following table lists the versions of ROCm components for ROCm 6.2.4, including any version changes from 6.2.2 to 6.2.4.
Click the component's updated version to go to a detailed list of its changes. Click <i class="fab fa-github fa-lg"></i> to go to the component's source code on GitHub.
@@ -121,51 +86,51 @@ Click the component's updated version to go to a detailed list of its changes. C
<tr>
<th rowspan="8">Libraries</th>
<th rowspan="8">Machine learning and computer vision</th>
<td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.2.1">Composable Kernel</a>
<td><a href="https://rocm.docs.amd.com/projects/composable_kernel/en/docs-6.2.4">Composable Kernel</a>
</td>
<td>1.1.0</td>
<td><a href="https://github.com/ROCm/composable_kernel/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/composable_kernel/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.2.1">MIGraphX</a></td>
<td><a href="https://rocm.docs.amd.com/projects/AMDMIGraphX/en/docs-6.2.4">MIGraphX</a></td>
<td>2.10</td>
<td><a href="https://github.com/ROCm/AMDMIGraphX/releases/tag/rocm-6.2.1"><i class="fab fa-github fa-lg"></i></a></td>
<td><a href="https://github.com/ROCm/AMDMIGraphX/releases/"><i class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.2.1">MIOpen</a></td>
<td><a href="https://rocm.docs.amd.com/projects/MIOpen/en/docs-6.2.4">MIOpen</a></td>
<td>3.2.0</td>
<td><a href="https://github.com/ROCm/MIOpen/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/MIOpen/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.2.1">MIVisionX</a></td>
<td><a href="https://rocm.docs.amd.com/projects/MIVisionX/en/docs-6.2.4">MIVisionX</a></td>
<td>3.0.0</td>
<td><a href="https://github.com/ROCm/MIVisionX/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/MIVisionX/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.2.1">rocAL</a></td>
<td>1.0.0&nbsp;&Rightarrow;&nbsp;<a href="#rocal-2-0-0">2.0.0</a></td>
<td><a href="https://github.com/ROCm/rocAL/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocAL/en/docs-6.2.4">rocAL</a></td>
<td>2.0.0</td>
<td><a href="https://github.com/ROCm/rocAL/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.2.1">rocDecode</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rocDecode/en/docs-6.2.4">rocDecode</a></td>
<td>0.6.0</td>
<td><a href="https://github.com/ROCm/rocDecode/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocDecode/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.2.1">rocPyDecode</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rocPyDecode/en/docs-6.2.4">rocPyDecode</a></td>
<td>0.1.0</td>
<td><a href="https://github.com/ROCm/rocPyDecode/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocPyDecode/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.2.1">RPP</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rpp/en/docs-6.2.4">RPP</a></td>
<td>1.8.0</td>
<td><a href="https://github.com/ROCm/rpp/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rpp/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
@@ -173,9 +138,9 @@ Click the component's updated version to go to a detailed list of its changes. C
<tr>
<th rowspan="1"></th>
<th rowspan="1">Communication</th>
<td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.2.1">RCCL</a></td>
<td>2.20.5&nbsp;&Rightarrow;&nbsp;<a href="#rccl-2-20-5">2.20.5</a></td>
<td><a href="https://github.com/ROCm/rccl/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rccl/en/docs-6.2.4">RCCL</a></td>
<td>2.20.5</td>
<td><a href="https://github.com/ROCm/rccl/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
@@ -183,99 +148,99 @@ Click the component's updated version to go to a detailed list of its changes. C
<tr>
<th rowspan="16"></th>
<th rowspan="16">Math</th>
<td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.2.1">hipBLAS</a></td>
<td><a href="https://rocm.docs.amd.com/projects/hipBLAS/en/docs-6.2.4">hipBLAS</a></td>
<td>2.2.0</td>
<td><a href="https://github.com/ROCm/hipBLAS/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/hipBLAS/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.2.1">hipBLASLt</a></td>
<td><a href="https://rocm.docs.amd.com/projects/hipBLASLt/en/docs-6.2.4">hipBLASLt</a></td>
<td>0.8.0</td>
<td><a href="https://github.com/ROCm/hipBLASLt/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/hipBLASLt/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.2.1">hipFFT</a></td>
<td>1.0.15</td>
<td><a href="https://github.com/ROCm/hipFFT/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/hipFFT/en/docs-6.2.4">hipFFT</a></td>
<td>1.0.15&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/hipFFT/blob/docs/6.2.4/CHANGELOG.md">1.0.16</a></td>
<td><a href="https://github.com/ROCm/hipFFT/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.2.1">hipfort</a></td>
<td><a href="https://rocm.docs.amd.com/projects/hipfort/en/docs-6.2.4">hipfort</a></td>
<td>0.4.0</td>
<td><a href="https://github.com/ROCm/hipfort/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/hipfort/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.2.1">hipRAND</a></td>
<td>2.11.0</td>
<td><a href="https://github.com/ROCm/hipRAND/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/hipRAND/en/docs-6.2.4">hipRAND</a></td>
<td>2.11.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/hipRAND/blob/docs/6.2.4/CHANGELOG.md">2.11.1</a></td>
<td><a href="https://github.com/ROCm/hipRAND/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.2.1">hipSOLVER</a></td>
<td><a href="https://rocm.docs.amd.com/projects/hipSOLVER/en/docs-6.2.4">hipSOLVER</a></td>
<td>2.2.0</td>
<td><a href="https://github.com/ROCm/hipSOLVER/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/hipSOLVER/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.2.1">hipSPARSE</a></td>
<td><a href="https://rocm.docs.amd.com/projects/hipSPARSE/en/docs-6.2.4">hipSPARSE</a></td>
<td>3.1.1</td>
<td><a href="https://github.com/ROCm/hipSPARSE/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/hipSPARSE/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.2.1">hipSPARSELt</a></td>
<td><a href="https://rocm.docs.amd.com/projects/hipSPARSELt/en/docs-6.2.4">hipSPARSELt</a></td>
<td>0.2.1</td>
<td><a href="https://github.com/ROCm/hipSPARSELt/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/hipSPARSELt/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.2.1">rocALUTION</a></td>
<td>3.2.0</td>
<td><a href="https://github.com/ROCm/rocALUTION/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocALUTION/en/docs-6.2.4">rocALUTION</a></td>
<td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocALUTION/blob/docs/6.2.4/CHANGELOG.md">3.2.1</a></td>
<td><a href="https://github.com/ROCm/rocALUTION/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.2.1">rocBLAS</a></td>
<td>4.1.2&nbsp;&Rightarrow;&nbsp;<a href="#rocblas-4-2-1">4.2.1</a></td>
<td><a href="https://github.com/ROCm/rocBLAS/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocBLAS/en/docs-6.2.4">rocBLAS</a></td>
<td>4.2.1&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocBLAS/blob/docs/6.2.4/CHANGELOG.md">4.2.4</a></td>
<td><a href="https://github.com/ROCm/rocBLAS/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.2.1">rocFFT</a></td>
<td>1.0.28&nbsp;&Rightarrow;&nbsp;<a href="#rocfft-1-0-29">1.0.29</a></td>
<td><a href="https://github.com/ROCm/rocFFT/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocFFT/en/docs-6.2.4">rocFFT</a></td>
<td>1.0.29&nbsp;&Rightarrow;&nbsp;<a href="#rocfft-1-0-30">1.0.30</a></td>
<td><a href="https://github.com/ROCm/rocFFT/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.2.1">rocRAND</a></td>
<td>3.1.0</td>
<td><a href="https://github.com/ROCm/rocRAND/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocRAND/en/docs-6.2.4">rocRAND</a></td>
<td>3.1.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocRAND/blob/docs/6.2.4/CHANGELOG.md">3.1.1</a></td>
<td><a href="https://github.com/ROCm/rocRAND/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.2.1">rocSOLVER</a></td>
<td>3.26.0</td>
<td><a href="https://github.com/ROCm/rocSOLVER/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocSOLVER/en/docs-6.2.4">rocSOLVER</a></td>
<td>3.26.0&nbsp;&Rightarrow;&nbsp;<a href="#rocsolver-3-26-2">3.26.2</a></td>
<td><a href="https://github.com/ROCm/rocSOLVER/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.2.1">rocSPARSE</a></td>
<td>3.2.0</td>
<td><a href="https://github.com/ROCm/rocSPARSE/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocSPARSE/en/docs-6.2.4">rocSPARSE</a></td>
<td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocSPARSE/blob/docs/6.2.4/CHANGELOG.md">3.2.1</a></td>
<td><a href="https://github.com/ROCm/rocSPARSE/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.2.1">rocWMMA</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rocWMMA/en/docs-6.2.4">rocWMMA</a></td>
<td>1.5.0</td>
<td><a href="https://github.com/ROCm/rocWMMA/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocWMMA/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://github.com/ROCm/Tensile">Tensile</a></td>
<td>4.41.0</td>
<td><a href="https://github.com/ROCm/tensile/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/tensile/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
@@ -283,27 +248,27 @@ Click the component's updated version to go to a detailed list of its changes. C
<tr>
<th rowspan="4"></th>
<th rowspan="4">Primitives</th>
<td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.2.1">hipCUB</a></td>
<td>3.2.0</td>
<td><a href="https://github.com/ROCm/hipCUB/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/hipCUB/en/docs-6.2.4">hipCUB</a></td>
<td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/hipCUB/blob/docs/6.2.4/CHANGELOG.md">3.2.1</a></td>
<td><a href="https://github.com/ROCm/hipCUB/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.2.1">hipTensor</a></td>
<td><a href="https://rocm.docs.amd.com/projects/hipTensor/en/docs-6.2.4">hipTensor</a></td>
<td>1.3.0</td>
<td><a href="https://github.com/ROCm/hipTensor/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/hipTensor/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.2.1">rocPRIM</a></td>
<td>3.2.0&nbsp;&Rightarrow;&nbsp;<a href="#rocprim-3-2-1">3.2.1</a></td>
<td><a href="https://github.com/ROCm/rocPRIM/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocPRIM/en/docs-6.2.4">rocPRIM</a></td>
<td>3.2.1&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocPRIM/blob/docs/6.2.4/CHANGELOG.md">3.2.2</a></td>
<td><a href="https://github.com/ROCm/rocPRIM/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.2.1">rocThrust</a></td>
<td>3.1.0</td>
<td><a href="https://github.com/ROCm/rocThrust/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/rocThrust/en/docs-6.2.4">rocThrust</a></td>
<td>3.1.0&nbsp;&Rightarrow;&nbsp;<a href="https://github.com/ROCm/rocThrust/blob/docs/6.2.4/CHANGELOG.md">3.1.1</a></td>
<td><a href="https://github.com/ROCm/rocThrust/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
@@ -311,33 +276,33 @@ Click the component's updated version to go to a detailed list of its changes. C
<tr>
<th rowspan="6">Tools</th>
<th rowspan="6">System management</th>
<td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.2.1">AMD SMI</a></td>
<td>24.6.2&nbsp;&Rightarrow;&nbsp;<a href="#amd-smi-24-6-3">24.6.3</a></td>
<td><a href="https://github.com/ROCm/amdsmi/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/amdsmi/en/docs-6.2.4">AMD SMI</a></td>
<td>24.6.3&nbsp;&Rightarrow;&nbsp;<a href="#amd-smi-24-6-3">24.6.3</a></td>
<td><a href="https://github.com/ROCm/amdsmi/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.2.1">rocminfo</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rocminfo/en/docs-6.2.4">rocminfo</a></td>
<td>1.0.0</td>
<td><a href="https://github.com/ROCm/rocminfo/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocminfo/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.2.1">ROCm Data Center Tool</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rdc/en/docs-6.2.4">ROCm Data Center Tool</a></td>
<td>0.3.0</td>
<td><a href="https://github.com/ROCm/rdc/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocm_smi_lib/en/docs-6.2.4">ROCm SMI</a></td>
<td>7.3.0</td>
<td><a href="https://github.com/ROCm/rocm_smi_lib/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.2.4">ROCm Validation Suite</a></td>
<td>1.0.0</td>
<td><a href="https://github.com/ROCm/rdc/releases/tag/rocm-6.2.1"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocm_smi_lib/en/docs-6.2.1">ROCm SMI</a></td>
<td>7.3.0&nbsp;&Rightarrow;&nbsp;<a href="#rocm-smi-7-3-0">7.3.0</a></td>
<td><a href="https://github.com/ROCm/rocm_smi_lib/releases/tag/rocm-6.2.1"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/ROCmValidationSuite/en/docs-6.2.1">ROCm Validation Suite</a></td>
<td>1.0.0</td>
<td><a href="https://github.com/ROCm/ROCmValidationSuite/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/ROCmValidationSuite/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
@@ -345,40 +310,40 @@ Click the component's updated version to go to a detailed list of its changes. C
<tr>
<th rowspan="6"></th>
<th rowspan="6">Performance</th>
<td><a href="https://rocm.docs.amd.com/projects/omniperf/en/docs-6.2.1">Omniperf</a></td>
<td><a href="https://rocm.docs.amd.com/projects/omniperf/en/docs-6.2.4">Omniperf</a></td>
<td>2.0.1</td>
<td><a href="https://github.com/ROCm/omniperf/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/omniperf/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/omnitrace/en/docs-6.2.1">Omnitrace</a></td>
<td>1.11.2&nbsp;&Rightarrow;&nbsp;<a href="#omnitrace-1-11-2">1.11.2</a></td>
<td><a href="https://github.com/ROCm/omnitrace/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/omnitrace/en/docs-6.2.4">Omnitrace</a></td>
<td>1.11.2</td>
<td><a href="https://github.com/ROCm/omnitrace/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocm_bandwidth_test/en/docs-6.2.1">ROCm Bandwidth
<td><a href="https://rocm.docs.amd.com/projects/rocm_bandwidth_test/en/docs-6.2.4">ROCm Bandwidth
Test</a></td>
<td>1.4.0</td>
<td><a href="https://github.com/ROCm/rocm_bandwidth_test/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocm_bandwidth_test/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.2.1/">ROCProfiler</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rocprofiler/en/docs-6.2.4/">ROCProfiler</a></td>
<td>2.0.0</td>
<td><a href="https://github.com/ROCm/ROCProfiler/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/ROCProfiler/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.2.1">ROCprofiler-SDK</a></td>
<td><a href="https://rocm.docs.amd.com/projects/rocprofiler-sdk/en/docs-6.2.4">ROCprofiler-SDK</a></td>
<td>0.4.0</td>
<td><a href="https://github.com/ROCm/rocprofiler-sdk/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocprofiler-sdk/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr >
<td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.2.1/">ROCTracer</a></td>
<td><a href="https://rocm.docs.amd.com/projects/roctracer/en/docs-6.2.4/">ROCTracer</a></td>
<td>4.1.0</td>
<td><a href="https://github.com/ROCm/ROCTracer/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/ROCTracer/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
@@ -386,219 +351,114 @@ Click the component's updated version to go to a detailed list of its changes. C
<tr>
<th rowspan="5"></th>
<th rowspan="5">Development</th>
<td><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.2.1/">HIPIFY</a></td>
<td>18.0.0&nbsp;&Rightarrow;&nbsp;<a href="#hipify-18-0-0">18.0.0</a></td>
<td><a href="https://github.com/ROCm/HIPIFY/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/HIPIFY/en/docs-6.2.4/">HIPIFY</a></td>
<td>18.0.0</td>
<td><a href="https://github.com/ROCm/HIPIFY/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.2.1">ROCdbgapi</a></td>
<td><a href="https://rocm.docs.amd.com/projects/ROCdbgapi/en/docs-6.2.4">ROCdbgapi</a></td>
<td>0.76.0</td>
<td><a href="https://github.com/ROCm/ROCdbgapi/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/ROCdbgapi/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.2.1/">ROCm CMake</a></td>
<td><a href="https://rocm.docs.amd.com/projects/ROCmCMakeBuildTools/en/docs-6.2.4/">ROCm CMake</a></td>
<td>0.13.0</td>
<td><a href="https://github.com/ROCm/rocm-cmake/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocm-cmake/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.2.1">ROCm Debugger (ROCgdb)</a>
<td><a href="https://rocm.docs.amd.com/projects/ROCgdb/en/docs-6.2.4">ROCm Debugger (ROCgdb)</a>
</td>
<td>14.2</td>
<td><a href="https://github.com/ROCm/ROCgdb/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/ROCgdb/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.2.1">ROCr Debug Agent</a>
<td><a href="https://rocm.docs.amd.com/projects/rocr_debug_agent/en/docs-6.2.4">ROCr Debug Agent</a>
</td>
<td>2.0.3</td>
<td><a href="https://github.com/ROCm/rocr_debug_agent/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/rocr_debug_agent/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
<tbody class="rocm-components-compilers tbody-reverse-zebra">
<tr>
<th rowspan="2" colspan="2">Compilers</th>
<td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.2.1">HIPCC</a></td>
<td><a href="https://rocm.docs.amd.com/projects/HIPCC/en/docs-6.2.4">HIPCC</a></td>
<td>1.1.1</td>
<td><a href="https://github.com/ROCm/llvm-project/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/llvm-project/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.2.1">llvm-project</a></td>
<td><a href="https://rocm.docs.amd.com/projects/llvm-project/en/docs-6.2.4">llvm-project</a></td>
<td>18.0.0</td>
<td><a href="https://github.com/ROCm/llvm-project/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/llvm-project/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
<tbody class="rocm-components-runtimes tbody-reverse-zebra">
<tr>
<th rowspan="2" colspan="2">Runtimes</th>
<td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.1">HIP</a></td>
<td>6.2&nbsp;&Rightarrow;&nbsp;<a href="#hip-6-2-1">6.2.1</a></td>
<td><a href="https://github.com/ROCm/HIP/releases/tag/rocm-6.2.1"><i
<td><a href="https://rocm.docs.amd.com/projects/HIP/en/docs-6.2.4">HIP</a></td>
<td>6.2.4</a></td>
<td><a href="https://github.com/ROCm/HIP/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
<tr>
<td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.2.1">ROCr Runtime</a></td>
<td><a href="https://rocm.docs.amd.com/projects/ROCR-Runtime/en/docs-6.2.4">ROCr Runtime</a></td>
<td>1.14.0</td>
<td><a href="https://github.com/ROCm/ROCR-Runtime/releases/tag/rocm-6.2.1"><i
<td><a href="https://github.com/ROCm/ROCR-Runtime/releases/"><i
class="fab fa-github fa-lg"></i></a></td>
</tr>
</tbody>
</table>
</div>
### Detailed component changes
## Detailed component changes
The following sections describe key changes to ROCm components.
#### **AMD SMI** (24.6.3)
### **AMD SMI** (24.6.3)
##### Changes
#### Resolved issues
* Added `amd-smi static --ras` on Guest VMs. Guest VMs can view enabled/disabled RAS features on Host cards.
* Fixed support for the API calls `amdsmi_get_gpu_process_isolation` and
`amdsmi_clean_gpu_local_data`, along with the `amd-smi set
--process-isolation <0 or 1>` command. See issue
[#3500](https://github.com/ROCm/ROCm/issues/3500) on GitHub.
##### Removals
### **rocFFT** (1.0.30)
* Removed `amd-smi metric --ecc` & `amd-smi metric --ecc-blocks` on Guest VMs. Guest VMs do not support getting current ECC counts from the Host cards.
#### Optimized
##### Resolved issues
* Implemented 1D kernels for factorizable sizes greater than 1024 and less than 2048.
* Fixed TypeError in `amd-smi process -G`.
* Updated CLI error strings to handle empty and invalid GPU/CPU inputs.
* Fixed Guest VM showing passthrough options.
* Fixed firmware formatting where leading 0s were missing.
#### Resolved issues
#### **HIP** (6.2.1)
* Fixed plan creation failure on some even-length real-complex transforms that use Bluestein's algorithm.
##### Resolved issues
### **rocSOLVER** (3.26.2)
* Soft hang when using `AMD_SERIALIZE_KERNEL`
* Memory leak in `hipIpcCloseMemHandle`
#### Resolved issues
#### **HIPIFY** (18.0.0)
* Fixed synchronization issue in STEIN.
##### Changes
## ROCm known issues
* Added CUDA 12.5.1 support
* Added cuDNN 9.2.1 support
* Added LLVM 18.1.8 support
* Added `hipBLAS` 64-bit APIs support
* Added Support for math constants `math_constants.h`
ROCm known issues are tracked on [GitHub](https://github.com/ROCm/ROCm/labels/Verified%20Issue).
Known issues related to individual components are listed in the [Detailed component changes](#detailed-component-changes)
section.
#### **Omnitrace** (1.11.2)
##### Known issues
Perfetto can no longer open Omnitrace proto files. Loading Perfetto trace output `.proto` files in the latest version of `ui.perfetto.dev` can result in a dialog with the message, "Oops, something went wrong! Please file a bug." The information in the dialog will refer to an "Unknown field type." The workaround is to open the files with the previous version of the Perfetto UI found at [https://ui.perfetto.dev/v46.0-35b3d9845/#!/](https://ui.perfetto.dev/v46.0-35b3d9845/#!/).
See [issue #3767](https://github.com/ROCm/ROCm/issues/3767) on GitHub.
#### **RCCL** (2.20.5)
##### Known issues
On systems running Linux kernel 6.8.0, such as Ubuntu 24.04, Direct Memory Access (DMA) transfers between the GPU and NIC are disabled and impacts multi-node RCCL performance.
This issue was reproduced with RCCL 2.20.5 (ROCm 6.2.0 and 6.2.1) on systems with Broadcom Thor-2 NICs and affects other systems with RoCE networks using Linux 6.8.0 or newer.
Older RCCL versions are also impacted.
This issue will be addressed in a future ROCm release.
See [issue #3772](https://github.com/ROCm/ROCm/issues/3772) on GitHub.
#### **rocAL** (2.0.0)
##### Changes
* The new version of rocAL introduces many new features, but does not modify any of the existing public API functions.However, the version number was incremented from 1.3 to 2.0.
Applications linked to version 1.3 must be recompiled to link against version 2.0.
* Added development and test packages.
* Added C++ rocAL audio unit test and Python script to run and compare the outputs.
* Added Python support for audio decoders.
* Added Pytorch iterator for audio.
* Added Python audio unit test and support to verify outputs.
* Added rocDecode for HW decode.
* Added support for:
* Audio loader and decoder, which uses libsndfile library to decode wav files
* Audio augmentation - PreEmphasis filter, Spectrogram, ToDecibels, Resample, NonSilentRegionDetection, MelFilterBank
* Generic augmentation - Slice, Normalize
* Reading from file lists in file reader
* Downmixing audio channels during decoding
* TensorTensorAdd and TensorScalarMultiply operations
* Uniform and Normal distribution nodes
* Image to tensor updates
* ROCm install - use case graphics removed
##### Known issues
* Dependencies are not installed with the rocAL package installer. Dependencies must be installed with the prerequisite setup script provided. See the [rocAL README on GitHub](https://github.com/ROCm/rocAL/blob/docs/6.2.1/README.md#prerequisites-setup-script) for details.
#### **rocBLAS** (4.2.1)
##### Removals
* Removed Device_Memory_Allocation.pdf link in documentation.
##### Resolved issues
* Fixed error/warning message during `rocblas_set_stream()` call.
#### **rocFFT** (1.0.29)
##### Optimizations
* Implemented 1D kernels for factorizable sizes less than 1024.
#### **ROCm SMI** (7.3.0)
##### Optimizations
* Improved handling of UnicodeEncodeErrors with non UTF-8 locales. Non UTF-8 locales were causing crashes on UTF-8 special characters.
##### Resolved issues
* Fixed an issue where the Compute Partition tests segfaulted when AMDGPU was loaded with optional parameters.
##### Known issues
* When setting CPX as a partition mode, there is a DRM node limit of 64. This is a known limitation when multiple drivers are using the DRM nodes. The `ls /sys/class/drm` command can be used to see the number of DRM nodes, and the following steps can be used to remove unnecessary drivers:
1. Unload AMDGPU: `sudo rmmod amdgpu`.
2. Remove any unnecessary drivers using `rmmod`. For example, to remove an AST driver, run `sudo rmmod ast`.
3. Reload AMDGPU using `modprobe`: `sudo modprobe amdgpu`.
#### **rocPRIM** (3.2.1)
##### Optimizations
* Improved performance of `block_reduce_warp_reduce` when warp size equals block size.
### ROCm known issues
ROCm known issues are tracked on [GitHub](https://github.com/ROCm/ROCm/labels/Verified%20Issue). Known issues related to
individual components are listed in the [Detailed component changes](detailed-component-changes) section.
#### Instinct MI300X GPU recovery failure on uncorrectable errors
For the AMD Instinct MI300X accelerator, GPU recovery resets triggered by uncorrectable errors (UE) might not complete
successfully, which can result in the system being left in an undefined state. A system reboot is needed to recover from
this state. Additionally, error logging might fail in these situations, hindering diagnostics.
This issue is under investigation and will be resolved in a future ROCm release.
See [issue #3766](https://github.com/ROCm/ROCm/issues/3766) on GitHub.
### ROCm upcoming changes
## ROCm upcoming changes
The following changes to the ROCm software stack are anticipated for future releases.
#### rocm-llvm-alt
### rocm-llvm-alt
The `rocm-llvm-alt` package will be removed in an upcoming release. Users relying on the functionality provided by the closed-source compiler should transition to the open-source compiler. Once the `rocm-llvm-alt` package is removed, any compilation requesting functionality provided by the closed-source compiler will result in a Clang warning: "*[AMD] proprietary optimization compiler has been removed*".
#### rccl-rdma-sharp-plugins
### rccl-rdma-sharp-plugins
The RCCL plugin package, `rccl-rdma-sharp-plugins`, will be removed in an upcoming ROCm release.

234
docs/compatibility/compatibility-matrix-historical-6.0.csv
View File

@@ -1,117 +1,117 @@
ROCm Version,6.2.2,6.2.1,6.2.0, 6.1.2, 6.1.1, 6.1.0, 6.0.2, 6.0.0
:ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04,,,,,
,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3","Ubuntu 22.04.4, 22.04.3, 22.04.2","Ubuntu 22.04.4, 22.04.3, 22.04.2"
,,,,"Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5","Ubuntu 20.04.6, 20.04.5"
,"RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2","RHEL 9.3, 9.2","RHEL 9.3, 9.2"
,"RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.10, 8.9","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8","RHEL 8.9, 8.8"
,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4"
,,,,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9
,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,,,
,.. _architecture-support-compatibility-matrix-past-60:,,,,,,,
:doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3
,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2,RDNA2
,.. _gpu-support-compatibility-matrix-past-60:,,,,,,,
:doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100,gfx1100
,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
,gfx942 [#mi300_622-past-60]_,gfx942 [#mi300_621-past-60]_,gfx942 [#mi300_620-past-60]_, gfx942 [#mi300_612-past-60]_, gfx942 [#mi300_611-past-60]_, gfx942 [#mi300_610-past-60]_, gfx942 [#mi300_602-past-60]_, gfx942 [#mi300_600-past-60]_
,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a,gfx90a
,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908
,,,,,,,,
FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix-past-60:,,,,,,,
:doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
:doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.14.0, 2.13.1, 2.12.1","2.14.0, 2.13.1, 2.12.1"
:doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26
`ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.14.1,1.14.1
,,,,,,,,
THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix-past-60:,,,,,,,
`UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.3.0,>=1.2.0,>=1.2.0
`UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1
,,,,,,,,
THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix-past-60:,,,,,,,
Thrust,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
CUB,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
,,,,,,,,
KFD & USER SPACE [#kfd_support-past-60]_,.. _kfd-userspace-support-compatibility-matrix-past-60:,,,,,,,
Tested user space versions,"6.1.x, 6.0.x","6.1.x, 6.0.x","6.1.x, 6.0.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x, 5.6.x","6.2.x, 6.0.x, 5.7.x, 5.6.x"
,,,,,,,,
ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix-past-60:,,,,,,,
:doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0
:doc:`MIGraphX <amdmigraphx:index>`,2.10.0,2.10.0,2.10.0,2.9.0,2.9.0,2.9.0,2.8.0,2.8.0
:doc:`MIOpen <miopen:index>`,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
:doc:`MIVisionX <mivisionx:index>`,3.0.0,3.0.0,3.0.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0
:doc:`rocAL <rocal:index>`,2.0.0,2.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
:doc:`rocDecode <rocdecode:index>`,0.6.0,0.6.0,0.6.0,0.6.0,0.5.0,0.5.0,N/A,N/A
:doc:`rocPyDecode <rocpydecode:index>`,0.1.0,0.1.0,0.1.0,N/A,N/A,N/A,N/A,N/A
:doc:`RPP <rpp:index>`,1.8.0,1.8.0,1.8.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0
,,,,,,,,
COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,
:doc:`RCCL <rccl:index>`,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
,,,,,,,,
MATH LIBS,.. _mathlibs-support-compatibility-matrix-past-60:,,,,,,,
`half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0,1.12.0
:doc:`hipBLAS <hipblas:index>`,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0
:doc:`hipBLASLt <hipblaslt:index>`,0.8.0,0.8.0,0.8.0,0.7.0,0.7.0,0.7.0,0.6.0,0.6.0
:doc:`hipFFT <hipfft:index>`,1.0.15,1.0.15,1.0.14,1.0.14,1.0.14,1.0.14,1.0.13,1.0.13
:doc:`hipFORT <hipfort:index>`,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0
:doc:`hipRAND <hiprand:index>`,2.11.0,2.11.0,2.11.0,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16
:doc:`hipSOLVER <hipsolver:index>`,2.2.0,2.2.0,2.2.0,2.1.1,2.1.1,2.1.0,2.0.0,2.0.0
:doc:`hipSPARSE <hipsparse:index>`,3.1.1,3.1.1,3.1.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
:doc:`hipSPARSELt <hipsparselt:index>`,0.2.1,0.2.1,0.2.1,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0
:doc:`rocALUTION <rocalution:index>`,3.2.0,3.2.0,3.2.0,3.1.1,3.1.1,3.1.1,3.0.3,3.0.3
:doc:`rocBLAS <rocblas:index>`,4.2.1,4.2.1,4.2.0,4.1.2,4.1.0,4.1.0,4.0.0,4.0.0
:doc:`rocFFT <rocfft:index>`,1.0.29,1.0.29,1.0.28,1.0.27,1.0.27,1.0.26,1.0.25,1.0.23
:doc:`rocRAND <rocrand:index>`,3.1.0,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.0,2.10.17
:doc:`rocSOLVER <rocsolver:index>`,3.26.0,3.26.0,3.26.0,3.25.0,3.25.0,3.25.0,3.24.0,3.24.0
:doc:`rocSPARSE <rocsparse:index>`,3.2.0,3.2.0,3.2.0,3.1.2,3.1.2,3.1.2,3.0.2,3.0.2
:doc:`rocWMMA <rocwmma:index>`,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0
`Tensile <https://github.com/ROCm/Tensile>`_,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.39.0,4.39.0
,,,,,,,,
PRIMITIVES,.. _primitivelibs-support-compatibility-matrix-past-60:,,,,,,,
:doc:`hipCUB <hipcub:index>`,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
:doc:`hipTensor <hiptensor:index>`,1.3.0,1.3.0,1.3.0,1.2.0,1.2.0,1.2.0,1.1.0,1.1.0
:doc:`rocPRIM <rocprim:index>`,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
:doc:`rocThrust <rocthrust:index>`,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
,,,,,,,,
SUPPORT LIBS,,,,,,,,
`hipother <https://github.com/ROCm/hipother>`_,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
`rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.2,6.2.1,6.2.0,6.1.2,6.1.1,6.1.0,6.0.2,6.0.0
`ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.4.05,20240607.4.05,20240607.1.4246,20240125.5.08,20240125.5.08,20240125.3.30,20231016.2.245,20231016.2.245
,,,,,,,,
SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix-past-60:,,,,,,,
:doc:`AMD SMI <amdsmi:index>`,24.6.3,24.6.3,24.6.2,24.5.1,24.5.1,24.4.1,23.4.2,23.4.2
:doc:`ROCm Data Center Tool <rdc:index>`,1.0.0,1.0.0,1.0.0,0.3.0,0.3.0,0.3.0,0.3.0,0.3.0
:doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
:doc:`ROCm SMI <rocm_smi_lib:index>`,7.3.0,7.3.0,7.3.0,7.2.0,7.0.0,7.0.0,6.0.2,6.0.0
:doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.2.2,rocm-6.2.1,rocm-6.2.0,rocm-6.1.2,rocm-6.1.1,rocm-6.1.0,rocm-6.0.2,rocm-6.0.0
,,,,,,,,
PERFORMANCE TOOLS,,,,,,,,
:doc:`Omniperf <omniperf:index>`,2.0.1,2.0.1,2.0.1,N/A,N/A,N/A,N/A,N/A
:doc:`Omnitrace <omnitrace:index>`,1.11.2,1.11.2,1.11.2,N/A,N/A,N/A,N/A,N/A
:doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0
:doc:`ROCProfiler <rocprofiler:index>`,2.0.60202,2.0.60201,2.0.60200,2.0.60102,2.0.60101,2.0.60100,2.0.60002,2.0.60000
:doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.4.0,0.4.0,0.4.0,N/A,N/A,N/A,N/A,N/A
:doc:`ROCTracer <roctracer:index>`,4.1.60202,4.1.60201,4.1.60200,4.1.60102,4.1.60101,4.1.60100,4.1.60002,4.1.60000
,,,,,,,,
DEVELOPMENT TOOLS,,,,,,,,
:doc:`HIPIFY <hipify:index>`,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
:doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.13.0,0.13.0,0.13.0,0.12.0,0.12.0,0.12.0,0.11.0,0.11.0
:doc:`ROCdbgapi <rocdbgapi:index>`,0.76.0,0.76.0,0.76.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0
:doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,14.2.0,14.2.0,14.2.0,14.1.0,14.1.0,14.1.0,13.2.0,13.2.0
`rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0,0.3.0,0.3.0,0.3.0,N/A,N/A
:doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3,2.0.3
,,,,,,,,
COMPILERS,.. _compilers-support-compatibility-matrix-past-60:,,,,,,,
`clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0
:doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
`Flang <https://github.com/ROCm/flang>`_,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
:doc:`llvm-project <llvm-project:index>`,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
`OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
,,,,,,,,
RUNTIMES,.. _runtime-support-compatibility-matrix-past-60:,,,,,,,
:doc:`AMD CLR <hip:understand/amd_clr>`,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
:doc:`HIP <hip:index>`,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
`OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0,2.0.0
:doc:`ROCR-Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.13.0,1.13.0,1.13.0,1.13.0,1.12.0,1.12.0
ROCm Version,6.2.4,6.2.2,6.2.1,6.2.0, 6.1.2, 6.1.1, 6.1.0, 6.0.2, 6.0.0
:ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04,,,,,
,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 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, 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 8.10, 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 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4","SLES 15 SP5, SP4"
,,,,,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9,CentOS 7.9
,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,Oracle Linux 8.9 [#oracle89-past-60]_,,,
,.. _architecture-support-compatibility-matrix-past-60:,,,,,,,,
:doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3,CDNA3
,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2,CDNA2
,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA,CDNA
,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3,RDNA3
,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
,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030,gfx1030
,gfx942 [#mi300_624-past-60]_,gfx942 [#mi300_622-past-60]_,gfx942 [#mi300_621-past-60]_,gfx942 [#mi300_620-past-60]_, gfx942 [#mi300_612-past-60]_, gfx942 [#mi300_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
,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908,gfx908
,,,,,,,,,
FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix-past-60:,,,,,,,,
:doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
:doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.15.0, 2.14.0, 2.13.1","2.14.0, 2.13.1, 2.12.1","2.14.0, 2.13.1, 2.12.1"
:doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26,0.4.26
`ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.17.3,1.14.1,1.14.1
,,,,,,,,,
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,>=1.2.0,>=1.2.0
`UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0,>=1.15.0,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1,>=1.14.1
,,,,,,,,,
THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix-past-60:,,,,,,,,
Thrust,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
CUB,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.1,2.0.1
,,,,,,,,,
KFD & USER SPACE [#kfd_support-past-60]_,.. _kfd-userspace-support-compatibility-matrix-past-60:,,,,,,,,
Tested user space versions,"6.1.x, 6.0.x","6.1.x, 6.0.x","6.1.x, 6.0.x","6.1.x, 6.0.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x","6.2.x, 6.0.x, 5.7.x, 5.6.x","6.2.x, 6.0.x, 5.7.x, 5.6.x"
,,,,,,,,,
ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix-past-60:,,,,,,,,
:doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0,1.1.0
:doc:`MIGraphX <amdmigraphx:index>`,2.10.0,2.10.0,2.10.0,2.10.0,2.9.0,2.9.0,2.9.0,2.8.0,2.8.0
:doc:`MIOpen <miopen:index>`,3.2.0,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
:doc:`MIVisionX <mivisionx:index>`,3.0.0,3.0.0,3.0.0,3.0.0,2.5.0,2.5.0,2.5.0,2.5.0,2.5.0
:doc:`rocAL <rocal:index>`,2.0.0,2.0.0,2.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
:doc:`rocDecode <rocdecode:index>`,0.6.0,0.6.0,0.6.0,0.6.0,0.6.0,0.5.0,0.5.0,N/A,N/A
:doc:`rocPyDecode <rocpydecode:index>`,0.1.0,0.1.0,0.1.0,0.1.0,N/A,N/A,N/A,N/A,N/A
:doc:`RPP <rpp:index>`,1.8.0,1.8.0,1.8.0,1.8.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0
,,,,,,,,,
COMMUNICATION,.. _commlibs-support-compatibility-matrix-past-60:,,,,,,,,
:doc:`RCCL <rccl:index>`,2.20.5,2.20.5,2.20.5,2.20.5,2.18.6,2.18.6,2.18.6,2.18.3,2.18.3
,,,,,,,,,
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
:doc:`hipBLAS <hipblas:index>`,2.2.0,2.2.0,2.2.0,2.2.0,2.1.0,2.1.0,2.1.0,2.0.0,2.0.0
:doc:`hipBLASLt <hipblaslt:index>`,0.8.0,0.8.0,0.8.0,0.8.0,0.7.0,0.7.0,0.7.0,0.6.0,0.6.0
:doc:`hipFFT <hipfft:index>`,1.0.16,1.0.15,1.0.15,1.0.14,1.0.14,1.0.14,1.0.14,1.0.13,1.0.13
:doc:`hipFORT <hipfort:index>`,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0,0.4.0
:doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.11.0,2.11.0,2.10.16,2.10.16,2.10.16,2.10.16,2.10.16
:doc:`hipSOLVER <hipsolver:index>`,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>`,3.1.1,3.1.1,3.1.1,3.1.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
:doc:`hipSPARSELt <hipsparselt:index>`,0.2.1,0.2.1,0.2.1,0.2.1,0.2.0,0.1.0,0.1.0,0.1.0,0.1.0
:doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.0,3.2.0,3.2.0,3.1.1,3.1.1,3.1.1,3.0.3,3.0.3
:doc:`rocBLAS <rocblas:index>`,4.2.4,4.2.1,4.2.1,4.2.0,4.1.2,4.1.0,4.1.0,4.0.0,4.0.0
:doc:`rocFFT <rocfft:index>`,1.0.30,1.0.29,1.0.29,1.0.28,1.0.27,1.0.27,1.0.26,1.0.25,1.0.23
:doc:`rocRAND <rocrand:index>`,3.1.1,3.1.0,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.0,2.10.17
:doc:`rocSOLVER <rocsolver:index>`,3.26.2,3.26.0,3.26.0,3.26.0,3.25.0,3.25.0,3.25.0,3.24.0,3.24.0
:doc:`rocSPARSE <rocsparse:index>`,3.2.1,3.2.0,3.2.0,3.2.0,3.1.2,3.1.2,3.1.2,3.0.2,3.0.2
:doc:`rocWMMA <rocwmma:index>`,1.5.0,1.5.0,1.5.0,1.5.0,1.4.0,1.4.0,1.4.0,1.3.0,1.3.0
`Tensile <https://github.com/ROCm/Tensile>`_,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.40.0,4.39.0,4.39.0
,,,,,,,,,
PRIMITIVES,.. _primitivelibs-support-compatibility-matrix-past-60:,,,,,,,,
:doc:`hipCUB <hipcub:index>`,3.2.1,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
:doc:`hipTensor <hiptensor:index>`,1.3.0,1.3.0,1.3.0,1.3.0,1.2.0,1.2.0,1.2.0,1.1.0,1.1.0
:doc:`rocPRIM <rocprim:index>`,3.2.2,3.2.0,3.2.0,3.2.0,3.1.0,3.1.0,3.1.0,3.0.0,3.0.0
:doc:`rocThrust <rocthrust:index>`,3.1.1,3.1.0,3.1.0,3.0.1,3.0.1,3.0.1,3.0.1,3.0.0,3.0.0
,,,,,,,,,
SUPPORT LIBS,,,,,,,,,
`hipother <https://github.com/ROCm/hipother>`_,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
`rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.4,6.2.2,6.2.1,6.2.0,6.1.2,6.1.1,6.1.0,6.0.2,6.0.0
`ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.5.7,20240607.5.7,20240607.4.05,20240607.1.4246,20240125.5.08,20240125.5.08,20240125.3.30,20231016.2.245,20231016.2.245
,,,,,,,,,
SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix-past-60:,,,,,,,,
:doc:`AMD SMI <amdsmi:index>`,24.6.3,24.6.3,24.6.3,24.6.2,24.5.1,24.5.1,24.4.1,23.4.2,23.4.2
: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
: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
:doc:`ROCm SMI <rocm_smi_lib:index>`,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>`,rocm-6.2.4,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>`,2.0.1,2.0.1,2.0.1,2.0.1,N/A,N/A,N/A,N/A,N/A
:doc:`Omnitrace <omnitrace:index>`,1.11.2,1.11.2,1.11.2,1.11.2,N/A,N/A,N/A,N/A,N/A
:doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0,1.4.0
:doc:`ROCProfiler <rocprofiler:index>`,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>`,0.4.0,0.4.0,0.4.0,0.4.0,N/A,N/A,N/A,N/A,N/A
:doc:`ROCTracer <roctracer:index>`,4.1.60204,4.1.60202,4.1.60201,4.1.60200,4.1.60102,4.1.60101,4.1.60100,4.1.60002,4.1.60000
,,,,,,,,,
DEVELOPMENT TOOLS,,,,,,,,,
:doc:`HIPIFY <hipify:index>`,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
:doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.13.0,0.13.0,0.13.0,0.13.0,0.12.0,0.12.0,0.12.0,0.11.0,0.11.0
:doc:`ROCdbgapi <rocdbgapi:index>`,0.76.0,0.76.0,0.76.0,0.76.0,0.71.0,0.71.0,0.71.0,0.71.0,0.71.0
:doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,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>`_,0.4.0,0.4.0,0.4.0,0.4.0,0.3.0,0.3.0,0.3.0,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
,,,,,,,,,
COMPILERS,.. _compilers-support-compatibility-matrix-past-60:,,,,,,,,
`clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A,N/A,0.5.0,0.5.0,0.5.0,0.5.0,0.5.0
:doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1,1.1.1,1.0.0,1.0.0,1.0.0,1.0.0,1.0.0
`Flang <https://github.com/ROCm/flang>`_,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
:doc:`llvm-project <llvm-project:index>`,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
`OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24392,18.0.0.24355,18.0.0.24355,18.0.0.24232,17.0.0.24193,17.0.0.24154,17.0.0.24103,17.0.0.24012,17.0.0.23483
,,,,,,,,,
RUNTIMES,.. _runtime-support-compatibility-matrix-past-60:,,,,,,,,
:doc:`AMD CLR <hip:understand/amd_clr>`,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
:doc:`HIP <hip:index>`,6.2.41134,6.2.41134,6.2.41134,6.2.41133,6.1.40093,6.1.40092,6.1.40091,6.1.32831,6.1.32830
`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
:doc:`ROCR-Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.14.0,1.13.0,1.13.0,1.13.0,1.13.0,1.12.0,1.12.0
1 ROCm Version 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
2 :ref:`Operating systems & kernels <OS-kernel-versions>` Ubuntu 24.04.1, 24.04 Ubuntu 24.04.1, 24.04 Ubuntu 24.04.1, 24.04 Ubuntu 24.04
3 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
4 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
5 RHEL 9.4, 9.3 RHEL 9.4, 9.3 RHEL 9.4, 9.3 RHEL 9.4, 9.3 RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2 RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2 RHEL 9.4 [#red-hat94-past-60]_, 9.3, 9.2 RHEL 9.3, 9.2 RHEL 9.3, 9.2
6 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
7 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
8 CentOS 7.9 CentOS 7.9 CentOS 7.9 CentOS 7.9 CentOS 7.9
9 Oracle Linux 8.9 [#oracle89-past-60]_ Oracle Linux 8.9 [#oracle89-past-60]_ Oracle Linux 8.9 [#oracle89-past-60]_ Oracle Linux 8.9 [#oracle89-past-60]_ Oracle Linux 8.9 [#oracle89-past-60]_ Oracle Linux 8.9 [#oracle89-past-60]_
10 .. _architecture-support-compatibility-matrix-past-60: .. _architecture-support-compatibility-matrix-past-60:
11 :doc:`Architecture <rocm-install-on-linux:reference/system-requirements>` CDNA3 CDNA3 CDNA3 CDNA3 CDNA3 CDNA3 CDNA3 CDNA3 CDNA3
12 CDNA2 CDNA2 CDNA2 CDNA2 CDNA2 CDNA2 CDNA2 CDNA2 CDNA2
13 CDNA CDNA CDNA CDNA CDNA CDNA CDNA CDNA CDNA
14 RDNA3 RDNA3 RDNA3 RDNA3 RDNA3 RDNA3 RDNA3 RDNA3 RDNA3
15 RDNA2 RDNA2 RDNA2 RDNA2 RDNA2 RDNA2 RDNA2 RDNA2 RDNA2
16 .. _gpu-support-compatibility-matrix-past-60: .. _gpu-support-compatibility-matrix-past-60:
17 :doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>` gfx1100 gfx1100 gfx1100 gfx1100 gfx1100 gfx1100 gfx1100 gfx1100 gfx1100
18 gfx1030 gfx1030 gfx1030 gfx1030 gfx1030 gfx1030 gfx1030 gfx1030 gfx1030
19 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]_
20 gfx90a gfx90a gfx90a gfx90a gfx90a gfx90a gfx90a gfx90a gfx90a
21 gfx908 gfx908 gfx908 gfx908 gfx908 gfx908 gfx908 gfx908 gfx908
22
23 FRAMEWORK SUPPORT .. _framework-support-compatibility-matrix-past-60: .. _framework-support-compatibility-matrix-past-60:
24 :doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>` 2.3, 2.2, 2.1, 2.0, 1.13 2.3, 2.2, 2.1, 2.0, 1.13 2.3, 2.2, 2.1, 2.0, 1.13 2.3, 2.2, 2.1, 2.0, 1.13 2.1, 2.0, 1.13 2.1, 2.0, 1.13 2.1, 2.0, 1.13 2.1, 2.0, 1.13 2.1, 2.0, 1.13
25 :doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>` 2.16.1, 2.15.1, 2.14.1 2.16.1, 2.15.1, 2.14.1 2.16.1, 2.15.1, 2.14.1 2.16.1, 2.15.1, 2.14.1 2.15.0, 2.14.0, 2.13.1 2.15.0, 2.14.0, 2.13.1 2.15.0, 2.14.0, 2.13.1 2.14.0, 2.13.1, 2.12.1 2.14.0, 2.13.1, 2.12.1
26 :doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>` 0.4.26 0.4.26 0.4.26 0.4.26 0.4.26 0.4.26 0.4.26 0.4.26 0.4.26
27 `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 1.14.1 1.14.1
28
29 THIRD PARTY COMMS .. _thirdpartycomms-support-compatibility-matrix-past-60: .. _thirdpartycomms-support-compatibility-matrix-past-60:
30 `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 >=1.2.0 >=1.2.0
31 `UCX <https://github.com/ROCm/ucx>`_ >=1.15.0 >=1.15.0 >=1.15.0 >=1.15.0 >=1.14.1 >=1.14.1 >=1.14.1 >=1.14.1 >=1.14.1
32
33 THIRD PARTY ALGORITHM .. _thirdpartyalgorithm-support-compatibility-matrix-past-60: .. _thirdpartyalgorithm-support-compatibility-matrix-past-60:
34 Thrust 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
35 CUB 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
36
37 KFD & USER SPACE [#kfd_support-past-60]_ .. _kfd-userspace-support-compatibility-matrix-past-60: .. _kfd-userspace-support-compatibility-matrix-past-60:
38 Tested user space versions 6.1.x, 6.0.x 6.1.x, 6.0.x 6.1.x, 6.0.x 6.1.x, 6.0.x 6.2.x, 6.0.x, 5.7.x 6.2.x, 6.0.x, 5.7.x 6.2.x, 6.0.x, 5.7.x 6.2.x, 6.0.x, 5.7.x, 5.6.x 6.2.x, 6.0.x, 5.7.x, 5.6.x
39
40 ML & COMPUTER VISION .. _mllibs-support-compatibility-matrix-past-60: .. _mllibs-support-compatibility-matrix-past-60:
41 :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
42 :doc:`MIGraphX <amdmigraphx:index>` 2.10.0 2.10.0 2.10.0 2.10.0 2.9.0 2.9.0 2.9.0 2.8.0 2.8.0
43 :doc:`MIOpen <miopen:index>` 3.2.0 3.2.0 3.2.0 3.2.0 3.1.0 3.1.0 3.1.0 3.0.0 3.0.0
44 :doc:`MIVisionX <mivisionx:index>` 3.0.0 3.0.0 3.0.0 3.0.0 2.5.0 2.5.0 2.5.0 2.5.0 2.5.0
45 :doc:`rocAL <rocal:index>` 2.0.0 2.0.0 2.0.0 1.0.0 1.0.0 1.0.0 1.0.0 1.0.0 1.0.0
46 :doc:`rocDecode <rocdecode:index>` 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
47 :doc:`rocPyDecode <rocpydecode:index>` 0.1.0 0.1.0 0.1.0 0.1.0 N/A N/A N/A N/A N/A
48 :doc:`RPP <rpp:index>` 1.8.0 1.8.0 1.8.0 1.8.0 1.5.0 1.5.0 1.5.0 1.4.0 1.4.0
49
50 COMMUNICATION .. _commlibs-support-compatibility-matrix-past-60: .. _commlibs-support-compatibility-matrix-past-60:
51 :doc:`RCCL <rccl:index>` 2.20.5 2.20.5 2.20.5 2.20.5 2.18.6 2.18.6 2.18.6 2.18.3 2.18.3
52
53 MATH LIBS .. _mathlibs-support-compatibility-matrix-past-60: .. _mathlibs-support-compatibility-matrix-past-60:
54 `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
55 :doc:`hipBLAS <hipblas:index>` 2.2.0 2.2.0 2.2.0 2.2.0 2.1.0 2.1.0 2.1.0 2.0.0 2.0.0
56 :doc:`hipBLASLt <hipblaslt:index>` 0.8.0 0.8.0 0.8.0 0.8.0 0.7.0 0.7.0 0.7.0 0.6.0 0.6.0
57 :doc:`hipFFT <hipfft:index>` 1.0.16 1.0.15 1.0.15 1.0.14 1.0.14 1.0.14 1.0.14 1.0.13 1.0.13
58 :doc:`hipFORT <hipfort:index>` 0.4.0 0.4.0 0.4.0 0.4.0 0.4.0 0.4.0 0.4.0 0.4.0 0.4.0
59 :doc:`hipRAND <hiprand:index>` 2.11.1 2.11.0 2.11.0 2.11.0 2.10.16 2.10.16 2.10.16 2.10.16 2.10.16
60 :doc:`hipSOLVER <hipsolver:index>` 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
61 :doc:`hipSPARSE <hipsparse:index>` 3.1.1 3.1.1 3.1.1 3.1.1 3.0.1 3.0.1 3.0.1 3.0.0 3.0.0
62 :doc:`hipSPARSELt <hipsparselt:index>` 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
63 :doc:`rocALUTION <rocalution:index>` 3.2.1 3.2.0 3.2.0 3.2.0 3.1.1 3.1.1 3.1.1 3.0.3 3.0.3
64 :doc:`rocBLAS <rocblas:index>` 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
65 :doc:`rocFFT <rocfft:index>` 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
66 :doc:`rocRAND <rocrand:index>` 3.1.1 3.1.0 3.1.0 3.1.0 3.0.1 3.0.1 3.0.1 3.0.0 2.10.17
67 :doc:`rocSOLVER <rocsolver:index>` 3.26.2 3.26.0 3.26.0 3.26.0 3.25.0 3.25.0 3.25.0 3.24.0 3.24.0
68 :doc:`rocSPARSE <rocsparse:index>` 3.2.1 3.2.0 3.2.0 3.2.0 3.1.2 3.1.2 3.1.2 3.0.2 3.0.2
69 :doc:`rocWMMA <rocwmma:index>` 1.5.0 1.5.0 1.5.0 1.5.0 1.4.0 1.4.0 1.4.0 1.3.0 1.3.0
70 `Tensile <https://github.com/ROCm/Tensile>`_ 4.40.0 4.40.0 4.40.0 4.40.0 4.40.0 4.40.0 4.40.0 4.39.0 4.39.0
71
72 PRIMITIVES .. _primitivelibs-support-compatibility-matrix-past-60: .. _primitivelibs-support-compatibility-matrix-past-60:
73 :doc:`hipCUB <hipcub:index>` 3.2.1 3.2.0 3.2.0 3.2.0 3.1.0 3.1.0 3.1.0 3.0.0 3.0.0
74 :doc:`hipTensor <hiptensor:index>` 1.3.0 1.3.0 1.3.0 1.3.0 1.2.0 1.2.0 1.2.0 1.1.0 1.1.0
75 :doc:`rocPRIM <rocprim:index>` 3.2.2 3.2.0 3.2.0 3.2.0 3.1.0 3.1.0 3.1.0 3.0.0 3.0.0
76 :doc:`rocThrust <rocthrust:index>` 3.1.1 3.1.0 3.1.0 3.0.1 3.0.1 3.0.1 3.0.1 3.0.0 3.0.0
77
78 SUPPORT LIBS
79 `hipother <https://github.com/ROCm/hipother>`_ 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
80 `rocm-core <https://github.com/ROCm/rocm-core>`_ 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
81 `ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_ 20240607.5.7 20240607.4.05 20240607.5.7 20240607.4.05 20240607.1.4246 20240125.5.08 20240125.5.08 20240125.3.30 20231016.2.245 20231016.2.245
82
83 SYSTEM MGMT TOOLS .. _tools-support-compatibility-matrix-past-60: .. _tools-support-compatibility-matrix-past-60:
84 :doc:`AMD SMI <amdsmi:index>` 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
85 :doc:`ROCm Data Center Tool <rdc:index>` 0.3.0 1.0.0 0.3.0 1.0.0 0.3.0 1.0.0 0.3.0 0.3.0 0.3.0 0.3.0 0.3.0 0.3.0
86 :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
87 :doc:`ROCm SMI <rocm_smi_lib:index>` 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
88 :doc:`ROCm Validation Suite <rocmvalidationsuite:index>` rocm-6.2.4 rocm-6.2.2 rocm-6.2.1 rocm-6.2.0 rocm-6.1.2 rocm-6.1.1 rocm-6.1.0 rocm-6.0.2 rocm-6.0.0
89
90 PERFORMANCE TOOLS
91 :doc:`Omniperf <omniperf:index>` 2.0.1 2.0.1 2.0.1 2.0.1 N/A N/A N/A N/A N/A
92 :doc:`Omnitrace <omnitrace:index>` 1.11.2 1.11.2 1.11.2 1.11.2 N/A N/A N/A N/A N/A
93 :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
94 :doc:`ROCProfiler <rocprofiler:index>` 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
95 :doc:`ROCprofiler-SDK <rocprofiler-sdk:index>` 0.4.0 0.4.0 0.4.0 0.4.0 N/A N/A N/A N/A N/A
96 :doc:`ROCTracer <roctracer:index>` 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
97
98 DEVELOPMENT TOOLS
99 :doc:`HIPIFY <hipify:index>` 18.0.0.24392 18.0.0.24355 18.0.0.24355 18.0.0.24232 17.0.0.24193 17.0.0.24154 17.0.0.24103 17.0.0.24012 17.0.0.23483
100 :doc:`ROCm CMake <rocmcmakebuildtools:index>` 0.13.0 0.13.0 0.13.0 0.13.0 0.12.0 0.12.0 0.12.0 0.11.0 0.11.0
101 :doc:`ROCdbgapi <rocdbgapi:index>` 0.76.0 0.76.0 0.76.0 0.76.0 0.71.0 0.71.0 0.71.0 0.71.0 0.71.0
102 :doc:`ROCm Debugger (ROCgdb) <rocgdb:index>` 14.2.0 14.2.0 14.2.0 14.2.0 14.1.0 14.1.0 14.1.0 13.2.0 13.2.0
103 `rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_ 0.4.0 0.4.0 0.4.0 0.4.0 0.3.0 0.3.0 0.3.0 N/A N/A
104 :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
105
106 COMPILERS .. _compilers-support-compatibility-matrix-past-60: .. _compilers-support-compatibility-matrix-past-60:
107 `clang-ocl <https://github.com/ROCm/clang-ocl>`_ N/A N/A N/A N/A 0.5.0 0.5.0 0.5.0 0.5.0 0.5.0
108 :doc:`hipCC <hipcc:index>` 1.1.1 1.1.1 1.1.1 1.1.1 1.0.0 1.0.0 1.0.0 1.0.0 1.0.0
109 `Flang <https://github.com/ROCm/flang>`_ 18.0.0.24392 18.0.0.24355 18.0.0.24355 18.0.0.24232 17.0.0.24193 17.0.0.24154 17.0.0.24103 17.0.0.24012 17.0.0.23483
110 :doc:`llvm-project <llvm-project:index>` 18.0.0.24392 18.0.0.24355 18.0.0.24355 18.0.0.24232 17.0.0.24193 17.0.0.24154 17.0.0.24103 17.0.0.24012 17.0.0.23483
111 `OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_ 18.0.0.24392 18.0.0.24355 18.0.0.24355 18.0.0.24232 17.0.0.24193 17.0.0.24154 17.0.0.24103 17.0.0.24012 17.0.0.23483
112
113 RUNTIMES .. _runtime-support-compatibility-matrix-past-60: .. _runtime-support-compatibility-matrix-past-60:
114 :doc:`AMD CLR <hip:understand/amd_clr>` 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
115 :doc:`HIP <hip:index>` 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
116 `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
117 :doc:`ROCR-Runtime <rocr-runtime:index>` 1.14.0 1.14.0 1.14.0 1.13.0 1.13.0 1.13.0 1.13.0 1.12.0 1.12.0

57
docs/compatibility/compatibility-matrix.rst
View File

@@ -10,17 +10,19 @@ 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>`.
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
<br/>
.. container:: format-big-table
.. csv-table::
:header: "ROCm Version", "6.2.2", "6.2.1", "6.1.0"
.. csv-table::
:header: "ROCm Version", "6.2.4", "6.2.2", "6.1.0"
:stub-columns: 1
:ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",Ubuntu 24.04
:ref:`Operating systems & kernels <OS-kernel-versions>`,"Ubuntu 24.04.1, 24.04","Ubuntu 24.04.1, 24.04",
,"Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.5, 22.04.4","Ubuntu 22.04.4, 22.04.3"
,,,"Ubuntu 20.04.6, 20.04.5"
,"RHEL 9.4, 9.3","RHEL 9.4, 9.3","RHEL 9.4 [#red-hat94]_, 9.3, 9.2"
@@ -37,13 +39,13 @@ 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 [#mi300_624]_,gfx942 [#mi300_622]_, gfx942 [#mi300_610]_
,gfx90a,gfx90a,gfx90a
,gfx908,gfx908,gfx908
,,,
FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix:,,
:doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13"
:doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15, 2.14, 2.13"
:doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.16.1, 2.15.1, 2.14.1","2.15.0, 2.14.0, 2.13.1"
:doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26
`ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3
,,,
@@ -75,49 +77,49 @@ You can also refer to the :ref:`past versions of ROCm compatibility matrix<past-
`half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0
:doc:`hipBLAS <hipblas:index>`,2.2.0,2.2.0,2.1.0
:doc:`hipBLASLt <hipblaslt:index>`,0.8.0,0.8.0,0.7.0
:doc:`hipFFT <hipfft:index>`,1.0.15,1.0.15,1.0.14
:doc:`hipFFT <hipfft:index>`,1.0.16,1.0.15,1.0.14
:doc:`hipFORT <hipfort:index>`,0.4.0,0.4.0,0.4.0
:doc:`hipRAND <hiprand:index>`,2.11.0,2.11.0,2.10.16
:doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.10.16
:doc:`hipSOLVER <hipsolver:index>`,2.2.0,2.2.0,2.1.0
:doc:`hipSPARSE <hipsparse:index>`,3.1.1,3.1.1,3.0.1
:doc:`hipSPARSELt <hipsparselt:index>`,0.2.1,0.2.1,0.1.0
:doc:`rocALUTION <rocalution:index>`,3.2.0,3.2.0,3.1.1
:doc:`rocBLAS <rocblas:index>`,4.2.1,4.2.1,4.1.0
:doc:`rocFFT <rocfft:index>`,1.0.29,1.0.29,1.0.26
:doc:`rocRAND <rocrand:index>`,3.1.0,3.1.0,3.0.1
:doc:`rocSOLVER <rocsolver:index>`,3.26.0,3.26.0,3.25.0
:doc:`rocSPARSE <rocsparse:index>`,3.2.0,3.2.0,3.1.2
:doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.0,3.1.1
:doc:`rocBLAS <rocblas:index>`,4.2.4,4.2.1,4.1.0
:doc:`rocFFT <rocfft:index>`,1.0.30,1.0.29,1.0.26
:doc:`rocRAND <rocrand:index>`,3.1.1,3.1.0,3.0.1
:doc:`rocSOLVER <rocsolver:index>`,3.26.2,3.26.0,3.25.0
:doc:`rocSPARSE <rocsparse:index>`,3.2.1,3.2.0,3.1.2
:doc:`rocWMMA <rocwmma:index>`,1.5.0,1.5.0,1.4.0
`Tensile <https://github.com/ROCm/Tensile>`_,4.40.0,4.40.0,4.40.0
,,,
PRIMITIVES,.. _primitivelibs-support-compatibility-matrix:,,
:doc:`hipCUB <hipcub:index>`,3.2.0,3.2.0,3.1.0
:doc:`hipCUB <hipcub:index>`,3.2.1,3.2.0,3.1.0
:doc:`hipTensor <hiptensor:index>`,1.3.0,1.3.0,1.2.0
:doc:`rocPRIM <rocprim:index>`,3.2.0,3.2.0,3.1.0
:doc:`rocThrust <rocthrust:index>`,3.1.0,3.1.0,3.0.1
:doc:`rocPRIM <rocprim:index>`,3.2.2,3.2.0,3.1.0
:doc:`rocThrust <rocthrust:index>`,3.1.1,3.1.0,3.0.1
,,,
SUPPORT LIBS,,,
`hipother <https://github.com/ROCm/hipother>`_,6.2.41134,6.2.41134,6.1.40091
`rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.2,6.2.1,6.1.0
`ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.4.05,20240607.4.05,20240125.3.30
`rocm-core <https://github.com/ROCm/rocm-core>`_,6.2.4,6.2.2,6.1.0
`ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,20240607.5.7,20240607.5.7,20240125.3.30
,,,
SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix:,,
:doc:`AMD SMI <amdsmi:index>`,24.6.3,24.6.3,24.4.1
:doc:`ROCm Data Center Tool <rdc:index>`,1.0.0,1.0.0,0.3.0
:doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0,0.3.0
:doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0
:doc:`ROCm SMI <rocm_smi_lib:index>`,7.3.0,7.3.0,7.0.0
:doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.2.2,rocm-6.2.1,rocm-6.1.0
:doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,rocm-6.2.4,rocm-6.2.2,rocm-6.1.0
,,,
PERFORMANCE TOOLS,,,
:doc:`Omniperf <omniperf:index>`,2.0.1,2.0.1,N/A
:doc:`Omnitrace <omnitrace:index>`,1.11.2,1.11.2,N/A
:doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0
:doc:`ROCProfiler <rocprofiler:index>`,2.0.60202,2.0.60201,2.0.60100
:doc:`ROCProfiler <rocprofiler:index>`,2.0.60204,2.0.60202,2.0.60100
:doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.4.0,0.4.0,N/A
:doc:`ROCTracer <roctracer:index>`,4.1.60202,4.1.60201,4.1.60100
:doc:`ROCTracer <roctracer:index>`,4.1.60204,4.1.60202,4.1.60100
,,,
DEVELOPMENT TOOLS,,,
:doc:`HIPIFY <hipify:index>`,18.0.0.24355,18.0.0.24355,17.0.0.24103
:doc:`HIPIFY <hipify:index>`,18.0.0.24392,18.0.0.24355,17.0.0.24103
:doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.13.0,0.13.0,0.12.0
:doc:`ROCdbgapi <rocdbgapi:index>`,0.76.0,0.76.0,0.71.0
:doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,14.2.0,14.2.0,14.1.0
@@ -127,9 +129,9 @@ You can also refer to the :ref:`past versions of ROCm compatibility matrix<past-
COMPILERS,.. _compilers-support-compatibility-matrix:,,
`clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,0.5.0
:doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.0.0
`Flang <https://github.com/ROCm/flang>`_,18.0.0.24355,18.0.0.24355,17.0.0.24103
:doc:`llvm-project <llvm-project:index>`,18.0.0.24355,18.0.0.24355,17.0.0.24103
`OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24355,18.0.0.24355,17.0.0.24103
`Flang <https://github.com/ROCm/flang>`_,18.0.0.24392,18.0.0.24355,17.0.0.24103
:doc:`llvm-project <llvm-project:index>`,18.0.0.24392,18.0.0.24355,17.0.0.24103
`OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24392,18.0.0.24355,17.0.0.24103
,,,
RUNTIMES,.. _runtime-support-compatibility-matrix:,,
:doc:`AMD CLR <hip:understand/amd_clr>`,6.2.41134,6.2.41134,6.1.40091
@@ -142,8 +144,8 @@ You can also refer to the :ref:`past versions of ROCm compatibility matrix<past-
.. [#red-hat94] RHEL 9.4 is supported only on AMD Instinct MI300A.
.. [#oracle89] Oracle Linux is supported only on AMD Instinct MI300X.
.. [#mi300_624] **For ROCm 6.2.4** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_622] **For ROCm 6.2.2** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_621] **For ROCm 6.2.1** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_610] **For ROCm 6.1.0** - MI300A (gfx942) is supported on Ubuntu 22.04.4, RHEL 9.4, RHEL 9.3, RHEL 8.9, and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.4.
.. [#kfd_support] ROCm provides forward and backward compatibility between the Kernel Fusion Driver (KFD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
@@ -214,6 +216,7 @@ Expand for full historical view of:
.. [#red-hat94-past-60] RHEL 9.4 is supported only on AMD Instinct MI300A.
.. [#oracle89-past-60] Oracle Linux is supported only on AMD Instinct MI300X.
.. [#mi300_624-past-60] **For ROCm 6.2.4** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_622-past-60] **For ROCm 6.2.2** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_621-past-60] **For ROCm 6.2.1** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_620-past-60] **For ROCm 6.2.0** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].

333
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@@ -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")

7
docs/conf.py
View File

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

6
docs/how-to/llm-fine-tuning-optimization/llm-inference-frameworks.rst
View File

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

407
docs/how-to/performance-validation/mi300x/vllm-benchmark.rst Normal file
View File

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

2
docs/how-to/tuning-guides/mi300x/index.rst
View File

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

13
docs/how-to/tuning-guides/mi300x/workload.rst
View File

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

4
docs/index.md
View File

@@ -11,7 +11,7 @@ ROCm is an open-source software platform optimized to extract HPC and AI workloa
performance from AMD Instinct accelerators and AMD Radeon GPUs while maintaining
compatibility with industry software frameworks. For more information, see [What is ROCm?](./what-is-rocm.rst)
If you're using Radeon GPUs, consider reviewing {doc}`Radeon-specific ROCm documentation<radeon:index>`.
If you're using AMD Radeon™ PRO or Radeon GPUs in a workstation setting with a display connected, review {doc}`Radeon-specific ROCm documentation<radeon:index>`.
Installation instructions are available from:
@@ -45,7 +45,7 @@ ROCm documentation is organized into the following categories:
* [Using ROCm for HPC](./how-to/rocm-for-hpc/index.rst)
* [Fine-tuning LLMs and inference optimization](./how-to/llm-fine-tuning-optimization/index.rst)
* [System optimization](./how-to/system-optimization/index.rst)
* [AMD Instinct MI300X tuning guides](./how-to/tuning-guides/mi300x/index.rst)
* [AMD Instinct MI300X performance validation and tuning](./how-to/tuning-guides/mi300x/index.rst)
* [GPU cluster networking](https://rocm.docs.amd.com/projects/gpu-cluster-networking/en/latest/index.html)
* [System debugging](./how-to/system-debugging.md)
* [Using MPI](./how-to/gpu-enabled-mpi.rst)

132
docs/reference/gpu-arch-specs.rst
View File

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

2
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@@ -41,6 +41,8 @@ together with their corresponding HIP type and a short description.
- ``int64_t``, ``uint64_t``
- A signed or unsigned 64-bit integer
.. _precision_support_floating_point_types:
Floating-point types
==========================================

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

4
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@@ -70,9 +70,11 @@ subtrees:
- file: how-to/system-optimization/w6000-v620.md
title: AMD RDNA 2
- file: how-to/tuning-guides/mi300x/index.rst
title: AMD MI300X tuning guides
title: AMD MI300X performance validation and tuning
subtrees:
- entries:
- file: how-to/performance-validation/mi300x/vllm-benchmark.rst
title: Performance validation
- file: how-to/tuning-guides/mi300x/system.rst
title: System tuning
- file: how-to/tuning-guides/mi300x/workload.rst

2
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@@ -1,2 +1,2 @@
rocm-docs-core==1.8.1
rocm-docs-core==1.8.3
sphinx-reredirects

2
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@@ -92,7 +92,7 @@ requests==2.32.3
# via
# pygithub
# sphinx
rocm-docs-core==1.8.1
rocm-docs-core==1.8.3
# via -r requirements.in
smmap==5.0.1
# via gitdb

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

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

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@@ -0,0 +1,5 @@
## Operating system and hardware support changes
ROCm 6.2.4 adds support for the AMD Radeon PRO V710 GPU. See
[Supported GPUs](https://rocm.docs.amd.com/projects/install-on-linux-internal/en/docs-6.2.4/reference/system-requirements.html#supported-gpus)
for more information.

9
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@@ -0,0 +1,9 @@
The following changes to the ROCm software stack are anticipated for future releases.
### rocm-llvm-alt
The `rocm-llvm-alt` package will be removed in an upcoming release. Users relying on the functionality provided by the closed-source compiler should transition to the open-source compiler. Once the `rocm-llvm-alt` package is removed, any compilation requesting functionality provided by the closed-source compiler will result in a Clang warning: "*[AMD] proprietary optimization compiler has been removed*".
### rccl-rdma-sharp-plugins
The RCCL plugin package, `rccl-rdma-sharp-plugins`, will be removed in an upcoming ROCm release.