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Merge pull request #3554 from peterjunpark/roc-6.2.x
roc-6.2.x: Fix intersphinx links (#3546)
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Sam Wu
@@ -38,9 +38,9 @@ You can also refer to the :ref:`past versions of ROCm compatibility matrix<past-
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,gfx908,gfx908,gfx908
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,,,
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FRAMEWORK SUPPORT,".. _framework-support-compatibility-matrix:",,
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:doc:`PyTorch <rocm-install-on-linux:how-to/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
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:doc:`TensorFlow <rocm-install-on-linux:how-to/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.15, 2.14, 2.13","2.14, 2.13, 2.12"
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:doc:`JAX <rocm-install-on-linux:how-to/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26
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:doc:`PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>`,"2.3, 2.2, 2.1, 2.0, 1.13","2.1, 2.0, 1.13","2.1, 2.0, 1.13"
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:doc:`TensorFlow <rocm-install-on-linux:install/3rd-party/tensorflow-install>`,"2.16.1, 2.15.1, 2.14.1","2.15, 2.14, 2.13","2.14, 2.13, 2.12"
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:doc:`JAX <rocm-install-on-linux:install/3rd-party/jax-install>`,0.4.26,0.4.26,0.4.26
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`ONNX Runtime <https://onnxruntime.ai/docs/build/eps.html#amd-migraphx>`_,1.17.3,1.17.3,1.14.1
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,,,
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THIRD PARTY COMMS,".. _thirdpartycomms-support-compatibility-matrix:",,
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@@ -65,7 +65,7 @@ This example is adapted from the PyTorch research hub page on [Inception V3](htt
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Follow these steps:
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1. Run the PyTorch ROCm-based Docker image or refer to the section {doc}`Installing PyTorch <rocm-install-on-linux:how-to/3rd-party/pytorch-install>` for setting up a PyTorch environment on ROCm.
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1. Run the PyTorch ROCm-based Docker image or refer to the section {doc}`Installing PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>` for setting up a PyTorch environment on ROCm.
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```dockerfile
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docker run -it -v $HOME:/data --cap-add=SYS_PTRACE --security-opt seccomp=unconfined --device=/dev/kfd --device=/dev/dri --group-add video --ipc=host --shm-size 8G rocm/pytorch:latest
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@@ -155,7 +155,7 @@ The previous section focused on downloading and using the Inception V3 model for
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Follow these steps:
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1. Run the PyTorch ROCm Docker image or refer to the section {doc}`Installing PyTorch <rocm-install-on-linux:how-to/3rd-party/pytorch-install>` for setting up a PyTorch environment on ROCm.
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1. Run the PyTorch ROCm Docker image or refer to the section {doc}`Installing PyTorch <rocm-install-on-linux:install/3rd-party/pytorch-install>` for setting up a PyTorch environment on ROCm.
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```dockerfile
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docker pull rocm/pytorch:latest
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@@ -13,9 +13,9 @@ frameworks to ensure that framework-specific optimizations take advantage of AMD
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The following guides cover installation processes for ROCm-aware deep learning frameworks.
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* :doc:`PyTorch for ROCm <rocm-install-on-linux:how-to/3rd-party/pytorch-install>`
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* :doc:`TensorFlow for ROCm <rocm-install-on-linux:how-to/3rd-party/tensorflow-install>`
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* :doc:`JAX for ROCm <rocm-install-on-linux:how-to/3rd-party/jax-install>`
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* :doc:`PyTorch for ROCm <rocm-install-on-linux:install/3rd-party/pytorch-install>`
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* :doc:`TensorFlow for ROCm <rocm-install-on-linux:install/3rd-party/tensorflow-install>`
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* :doc:`JAX for ROCm <rocm-install-on-linux:install/3rd-party/jax-install>`
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The following chart steps through typical installation workflows for installing deep learning frameworks for ROCm.
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@@ -250,4 +250,4 @@ page describes the options.
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:align: center
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Learn more about optimizing kernels with TunableOp in
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:ref:`Optimizing Triton kernels <fine-tuning-llms-triton-tunableop>`.
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:ref:`Optimizing Triton kernels <mi300x-tunableop>`.
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@@ -37,7 +37,7 @@ Setting up the base implementation environment
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----------------------------------------------
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#. Install PyTorch for ROCm. Refer to the
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:doc:`PyTorch installation guide <rocm-install-on-linux:how-to/3rd-party/pytorch-install>`. For consistent
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:doc:`PyTorch installation guide <rocm-install-on-linux:install/3rd-party/pytorch-install>`. For consistent
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installation, it’s recommended to use official ROCm prebuilt Docker images with the framework pre-installed.
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#. In the Docker container, check the availability of ROCM-capable accelerators using the following command.
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@@ -38,7 +38,7 @@ Setting up the base implementation environment
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----------------------------------------------
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#. Install PyTorch for ROCm. Refer to the
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:doc:`PyTorch installation guide <rocm-install-on-linux:how-to/3rd-party/pytorch-install>`. For a consistent
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:doc:`PyTorch installation guide <rocm-install-on-linux:install/3rd-party/pytorch-install>`. For a consistent
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installation, it’s recommended to use official ROCm prebuilt Docker images with the framework pre-installed.
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#. In the Docker container, check the availability of ROCm-capable accelerators using the following command.
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@@ -16,10 +16,10 @@ Before getting started, install ROCm and supported machine learning frameworks.
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Each release of ROCm supports specific hardware and software configurations. Before installing, consult the
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:doc:`System requirements <rocm-install-on-linux:reference/system-requirements>` and
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:doc:`Installation prerequisites <rocm-install-on-linux:how-to/prerequisites>` guides.
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:doc:`Installation prerequisites <rocm-install-on-linux:install/prerequisites>` guides.
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If you’re new to ROCm, refer to the :doc:`ROCm quick start install guide for Linux
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<rocm-install-on-linux:tutorial/quick-start>`.
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<rocm-install-on-linux:install/quick-start>`.
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If you’re using a Radeon GPU for graphics-accelerated applications, refer to the
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:doc:`Radeon installation instructions <radeon:docs/install/install-radeon>`.
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@@ -53,8 +53,10 @@ ROCm supports popular machine learning frameworks and libraries including `PyTor
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Review the framework installation documentation. For ease-of-use, it's recommended to use official ROCm prebuilt Docker
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images with the framework pre-installed.
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* :doc:`PyTorch for ROCm <rocm-install-on-linux:how-to/3rd-party/pytorch-install>`
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* :doc:`TensorFlow for ROCm <rocm-install-on-linux:how-to/3rd-party/tensorflow-install>`
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* :doc:`JAX for ROCm <rocm-install-on-linux:how-to/3rd-party/jax-install>`
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* :doc:`PyTorch for ROCm <rocm-install-on-linux:install/3rd-party/pytorch-install>`
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* :doc:`TensorFlow for ROCm <rocm-install-on-linux:install/3rd-party/tensorflow-install>`
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* :doc:`JAX for ROCm <rocm-install-on-linux:install/3rd-party/jax-install>`
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The sections that follow in :doc:`Training a model <train-a-model>` are geared for a ROCm with PyTorch installation.
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@@ -215,7 +215,7 @@ System management
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For a complete guide on installing, managing, and uninstalling ROCm on Linux, see
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:doc:`Quick-start (Linux)<rocm-install-on-linux:tutorial/quick-start>`. To verify that the
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installation was successful, see the
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:doc:`Post-installation instructions<rocm-install-on-linux:how-to/native-install/post-install>` and
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:doc:`Post-installation instructions<rocm-install-on-linux:install/native-install/post-install>` and
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:doc:`ROCm tools <../../reference/rocm-tools>` guides. If verification
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fails, consult the :doc:`System debugging guide <../system-debugging>`.
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@@ -474,7 +474,7 @@ It is recommended to set the following environment variable:
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This is the default option as of ROCm 6.2.
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Change affinity of ROCm helper threads
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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This change prevents internal ROCm threads from having their CPU core affinity mask
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set to all CPU cores available. With this setting, the threads inherit their parent's
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@@ -532,9 +532,9 @@ can provide system-level information, offering valuable insights for
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optimizing user applications.
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For a complete guide on how to install, manage, or uninstall ROCm on Linux, refer to
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:doc:`rocm-install-on-linux:tutorial/quick-start`. For verifying that the
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:doc:`rocm-install-on-linux:install/quick-start`. For verifying that the
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installation was successful, refer to the
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:doc:`rocm-install-on-linux:how-to/native-install/post-install`.
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:doc:`rocm-install-on-linux:install/native-install/post-install`.
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Should verification fail, consult :doc:`/how-to/system-debugging`.
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Hardware verification with ROCm
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@@ -12,7 +12,7 @@
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This chapter reviews system settings that are required to configure the system
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for ROCm virtualization on RDNA2-based AMD Radeon™ PRO GPUs. Installing ROCm on
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Bare Metal follows the routine ROCm
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{doc}`installation procedure<rocm-install-on-linux:how-to/native-install/index>`.
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{doc}`installation procedure<rocm-install-on-linux:install/native-install/index>`.
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To enable ROCm virtualization on V620, one has to setup Single Root I/O
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Virtualization (SR-IOV) in the BIOS via setting found in the following
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@@ -166,4 +166,4 @@ First, assign GPU virtual function (VF) to VM using the following steps.
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Then start the VM.
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Finally install ROCm on the virtual machine (VM). For detailed instructions,
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refer to the {doc}`Linux install guide<rocm-install-on-linux:how-to/native-install/index>`.
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refer to the {doc}`Linux install guide<rocm-install-on-linux:install/native-install/index>`.
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