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ROCm/docs/compatibility/compatibility-matrix.rst
Peter Park 76d6e892bb Add PyTorch compatibility doc (#4193)
* Add compatibility framework pages

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* update toc and deep-learning-rocm.rst

---------

Co-authored-by: Istvan Kiss <neon60@gmail.com>
2024-12-23 18:06:22 -05:00

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.. meta::
:description: ROCm compatibility matrix
:keywords: GPU, architecture, hardware, compatibility, system, requirements, components, libraries
**************************************************************************************
Compatibility matrix
**************************************************************************************
Use this matrix to view the ROCm compatibility and system requirements across successive major and minor releases.
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 youre 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", "6.3.1", "6.3.0", "6.2.0"
:stub-columns: 1
:ref:`Operating systems & kernels <OS-kernel-versions>`,Ubuntu 24.04.2,Ubuntu 24.04.2,Ubuntu 24.04
,Ubuntu 22.04.5,Ubuntu 22.04.5,"Ubuntu 22.04.5, 22.04.4"
,"RHEL 9.5, 9.4","RHEL 9.5, 9.4","RHEL 9.4, 9.3"
,RHEL 8.10,RHEL 8.10,"RHEL 8.10, 8.9"
,"SLES 15 SP6, SP5","SLES 15 SP6, SP5","SLES 15 SP6, SP5"
,Oracle Linux 8.10 [#mi300x]_,Oracle Linux 8.10 [#mi300x]_,Oracle Linux 8.9 [#mi300x]_
,Debian 12 [#mi300x]_,,
,.. _architecture-support-compatibility-matrix:,,
:doc:`Architecture <rocm-install-on-linux:reference/system-requirements>`,CDNA3,CDNA3,CDNA3
,CDNA2,CDNA2,CDNA2
,CDNA,CDNA,CDNA
,RDNA3,RDNA3,RDNA3
,RDNA2,RDNA2,RDNA2
,.. _gpu-support-compatibility-matrix:,,
:doc:`GPU / LLVM target <rocm-install-on-linux:reference/system-requirements>`,gfx1100,gfx1100,gfx1100
,gfx1030,gfx1030,gfx1030
,gfx942,gfx942,gfx942 [#mi300_620]_
,gfx90a,gfx90a,gfx90a
,gfx908,gfx908,gfx908
,,,
FRAMEWORK SUPPORT,.. _framework-support-compatibility-matrix:,,
:doc:`PyTorch <../compatibility/pytorch-compatiblity>`,"2.4, 2.3, 2.2, 1.13","2.4, 2.3, 2.2, 2.1, 2.0, 1.13","2.3, 2.2, 2.1, 2.0, 1.13"
:doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.17.0, 2.16.2, 2.15.1","2.17.0, 2.16.2, 2.15.1","2.16.1, 2.15.1, 2.14.1"
:doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.35,0.4.35,0.4.26
`ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.17.3
,,,
THIRD PARTY COMMS,.. _thirdpartycomms-support-compatibility-matrix:,,
`UCC <https://github.com/ROCm/ucc>`_,>=1.3.0,>=1.3.0,>=1.3.0
`UCX <https://github.com/ROCm/ucx>`_,>=1.15.0,>=1.15.0,>=1.15.0
,,,
THIRD PARTY ALGORITHM,.. _thirdpartyalgorithm-support-compatibility-matrix:,,
Thrust,2.3.2,2.3.2,2.2.0
CUB,2.3.2,2.3.2,2.2.0
,,,
KMD & USER SPACE [#kfd_support]_,.. _kfd-userspace-support-compatibility-matrix:,,
Tested user space versions,"6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x","6.3.x, 6.2.x, 6.1.x, 6.0.x"
,,,
ML & COMPUTER VISION,.. _mllibs-support-compatibility-matrix:,,
:doc:`Composable Kernel <composable_kernel:index>`,1.1.0,1.1.0,1.1.0
:doc:`MIGraphX <amdmigraphx:index>`,2.11.0,2.11.0,2.10.0
:doc:`MIOpen <miopen:index>`,3.3.0,3.3.0,3.2.0
:doc:`MIVisionX <mivisionx:index>`,3.1.0,3.1.0,3.0.0
:doc:`rocAL <rocal:index>`,2.1.0,2.1.0,1.0.0
:doc:`rocDecode <rocdecode:index>`,0.8.0,0.8.0,0.6.0
:doc:`rocJPEG <rocjpeg:index>`,0.6.0,0.6.0,N/A
:doc:`rocPyDecode <rocpydecode:index>`,0.2.0,0.2.0,0.1.0
:doc:`RPP <rpp:index>`,1.9.1,1.9.1,1.8.0
,,,
COMMUNICATION,.. _commlibs-support-compatibility-matrix:,,
:doc:`RCCL <rccl:index>`,2.21.5,2.21.5,2.20.5
,,,
MATH LIBS,.. _mathlibs-support-compatibility-matrix:,,
`half <https://github.com/ROCm/half>`_ ,1.12.0,1.12.0,1.12.0
:doc:`hipBLAS <hipblas:index>`,2.3.0,2.3.0,2.2.0
:doc:`hipBLASLt <hipblaslt:index>`,0.10.0,0.10.0,0.8.0
:doc:`hipFFT <hipfft:index>`,1.0.17,1.0.17,1.0.14
:doc:`hipfort <hipfort:index>`,0.5.0,0.5.0,0.4.0
:doc:`hipRAND <hiprand:index>`,2.11.1,2.11.0,2.11.0
:doc:`hipSOLVER <hipsolver:index>`,2.3.0,2.3.0,2.2.0
:doc:`hipSPARSE <hipsparse:index>`,3.1.2,3.1.2,3.1.1
:doc:`hipSPARSELt <hipsparselt:index>`,0.2.2,0.2.2,0.2.1
:doc:`rocALUTION <rocalution:index>`,3.2.1,3.2.1,3.2.0
:doc:`rocBLAS <rocblas:index>`,4.3.0,4.3.0,4.2.0
:doc:`rocFFT <rocfft:index>`,1.0.31,1.0.31,1.0.28
:doc:`rocRAND <rocrand:index>`,3.2.0,3.2.0,3.1.0
:doc:`rocSOLVER <rocsolver:index>`,3.27.0,3.27.0,3.26.0
:doc:`rocSPARSE <rocsparse:index>`,3.3.0,3.3.0,3.2.0
:doc:`rocWMMA <rocwmma:index>`,1.6.0,1.6.0,1.5.0
:doc:`Tensile <tensile:index>`,4.42.0,4.42.0,4.41.0
,,,
PRIMITIVES,.. _primitivelibs-support-compatibility-matrix:,,
:doc:`hipCUB <hipcub:index>`,3.3.0,3.3.0,3.2.0
:doc:`hipTensor <hiptensor:index>`,1.4.0,1.4.0,1.3.0
:doc:`rocPRIM <rocprim:index>`,3.3.0,3.3.0,3.2.0
:doc:`rocThrust <rocthrust:index>`,3.3.0,3.3.0,3.0.1
,,,
SUPPORT LIBS,,,
`hipother <https://github.com/ROCm/hipother>`_,6.3.42133,6.3.42131,6.2.41133
`rocm-core <https://github.com/ROCm/rocm-core>`_,6.3.1,6.3.0,6.2.0
`ROCT-Thunk-Interface <https://github.com/ROCm/ROCT-Thunk-Interface>`_,N/A [#ROCT-rocr]_,N/A [#ROCT-rocr]_,20240607.1.4246
,,,
SYSTEM MGMT TOOLS,.. _tools-support-compatibility-matrix:,,
:doc:`AMD SMI <amdsmi:index>`,24.7.1,24.7.1,24.6.2
:doc:`ROCm Data Center Tool <rdc:index>`,0.3.0,0.3.0,0.3.0
:doc:`rocminfo <rocminfo:index>`,1.0.0,1.0.0,1.0.0
:doc:`ROCm SMI <rocm_smi_lib:index>`,7.4.0,7.4.0,7.3.0
:doc:`ROCm Validation Suite <rocmvalidationsuite:index>`,1.1.0,1.1.0,1.0.60200
,,,
PERFORMANCE TOOLS,,,
:doc:`ROCm Bandwidth Test <rocm_bandwidth_test:index>`,1.4.0,1.4.0,1.4.0
:doc:`ROCm Compute Profiler <rocprofiler-compute:index>`,3.0.0,3.0.0,2.0.1
:doc:`ROCm Systems Profiler <rocprofiler-systems:index>`,0.1.0,0.1.0,1.11.2
:doc:`ROCProfiler <rocprofiler:index>`,2.0.60301,2.0.60300,2.0.60200
:doc:`ROCprofiler-SDK <rocprofiler-sdk:index>`,0.5.0,0.5.0,0.4.0
:doc:`ROCTracer <roctracer:index>`,4.1.60301,4.1.60300,4.1.60200
,,,
DEVELOPMENT TOOLS,,,
:doc:`HIPIFY <hipify:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24232
:doc:`ROCm CMake <rocmcmakebuildtools:index>`,0.14.0,0.14.0,0.13.0
:doc:`ROCdbgapi <rocdbgapi:index>`,0.77.0,0.77.0,0.76.0
:doc:`ROCm Debugger (ROCgdb) <rocgdb:index>`,15.2.0,15.2.0,14.2.0
`rocprofiler-register <https://github.com/ROCm/rocprofiler-register>`_,0.4.0,0.4.0,0.4.0
:doc:`ROCr Debug Agent <rocr_debug_agent:index>`,2.0.3,2.0.3,2.0.3
,,,
COMPILERS,.. _compilers-support-compatibility-matrix:,,
`clang-ocl <https://github.com/ROCm/clang-ocl>`_,N/A,N/A,N/A
:doc:`hipCC <hipcc:index>`,1.1.1,1.1.1,1.1.1
`Flang <https://github.com/ROCm/flang>`_,18.0.0.24491,18.0.0.24455,18.0.0.24232
:doc:`llvm-project <llvm-project:index>`,18.0.0.24491,18.0.0.24455,18.0.0.24232
`OpenMP <https://github.com/ROCm/llvm-project/tree/amd-staging/openmp>`_,18.0.0.24491,18.0.0.24455,18.0.0.24232
,,,
RUNTIMES,.. _runtime-support-compatibility-matrix:,,
:doc:`AMD CLR <hip:understand/amd_clr>`,6.3.42133,6.3.42131,6.2.41133
:doc:`HIP <hip:index>`,6.3.42133,6.3.42131,6.2.41133
`OpenCL Runtime <https://github.com/ROCm/clr/tree/develop/opencl>`_,2.0.0,2.0.0,2.0.0
:doc:`ROCr Runtime <rocr-runtime:index>`,1.14.0,1.14.0,1.13.0
.. rubric:: Footnotes
.. [#mi300x] Oracle Linux and Debian are supported only on AMD Instinct MI300X.
.. [#mi300_620] **For ROCm 6.2.0** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#kfd_support] ROCm provides forward and backward compatibility between the AMD Kernel-mode GPU Driver (KMD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
.. [#ROCT-rocr] Starting from ROCm 6.3.0, the ROCT Thunk Interface is included as part of the ROCr runtime package.
.. _OS-kernel-versions:
Operating systems and kernel versions
*************************************
Use this lookup table to confirm which operating system and kernel versions are supported with ROCm.
.. csv-table::
:header: "OS", "Version", "Kernel"
:widths: 40, 20, 40
:stub-columns: 1
`Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 24.04.2, "6.8 GA, 6.11 HWE"
, 24.04, "6.8 GA"
,,
`Ubuntu <https://ubuntu.com/about/release-cycle#ubuntu-kernel-release-cycle>`_, 22.04.5, "5.15 GA, 6.8 HWE"
, 22.04.4, "5.15 GA, 6.5 HWE"
,,
`Red Hat Enterprise Linux (RHEL) <https://access.redhat.com/articles/3078#RHEL9>`_, 9.5, 5.14.0
,9.4, 5.14.0
,9.3, 5.14.0
,,
`Red Hat Enterprise Linux (RHEL) <https://access.redhat.com/articles/3078#RHEL8>`_, 8.10, 4.18.0
,8.9, 4.18.0
,,
`SUSE Linux Enterprise Server (SLES) <https://www.suse.com/support/kb/doc/?id=000019587#SLE15SP4>`_, 15 SP6, 6.4.0
,15 SP5, 5.14.21
,,
`Oracle Linux <https://blogs.oracle.com/scoter/post/oracle-linux-and-unbreakable-enterprise-kernel-uek-releases>`_, 8.10, 5.15.0
,8.9, 5.15.0
,,
`Debian <https://www.debian.org/download>`_,12, 6.1
..
Footnotes and ref anchors in below historical tables should be appended with "-past-60", to differentiate from the
footnote references in the above, latest, compatibility matrix. It also allows to easily find & replace.
An easy way to work is to download the historical.CSV file, and update open it in excel. Then when content is ready,
delete the columns you don't need, to build the current compatibility matrix to use in above table. Find & replace all
instances of "-past-60" to make it ready for above table.
.. _past-rocm-compatibility-matrix:
Past versions of ROCm compatibility matrix
***************************************************
Expand for full historical view of:
.. dropdown:: ROCm 6.0 - Present
You can `download the entire .csv <../downloads/compatibility-matrix-historical-6.0.csv>`_ for offline reference.
.. csv-table::
:file: compatibility-matrix-historical-6.0.csv
:header-rows: 1
:stub-columns: 1
.. rubric:: Footnotes
.. [#mic300x-past-60] Oracle Linux and Debian are supported only on AMD Instinct MI300X.
.. [#mi300_624-past-60] **For ROCm 6.2.4** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_622-past-60] **For ROCm 6.2.2** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_621-past-60] **For ROCm 6.2.1** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_620-past-60] **For ROCm 6.2.0** - MI300X (gfx942) is supported on listed operating systems *except* Ubuntu 22.04.5 [6.8 HWE] and Ubuntu 22.04.4 [6.5 HWE].
.. [#mi300_612-past-60] **For ROCm 6.1.2** - 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 and Oracle Linux.
.. [#mi300_611-past-60] **For ROCm 6.1.1** - 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 and Oracle Linux.
.. [#mi300_610-past-60] **For ROCm 6.1.0** - MI300A (gfx942) is supported on Ubuntu 22.04.4, RHEL 9.4, RHEL 9.3, RHEL 8.9, and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.4.
.. [#mi300_602-past-60] **For ROCm 6.0.2** - MI300A (gfx942) is supported on Ubuntu 22.04.3, RHEL 8.9, and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.3.
.. [#mi300_600-past-60] **For ROCm 6.0.0** - MI300A (gfx942) is supported on Ubuntu 22.04.3, RHEL 8.9, and SLES 15 SP5. MI300X (gfx942) is only supported on Ubuntu 22.04.3.
.. [#kfd_support-past-60] ROCm provides forward and backward compatibility between the AMD Kernel-mode GPU Driver (KMD) and its user space software for +/- 2 releases. These are the compatibility combinations that are currently supported.
.. [#ROCT-rocr-past-60] Starting from ROCm 6.3.0, the ROCT Thunk Interface is included as part of the ROCr runtime package.