From a32210fa7ebbaf18bbeb89fab1337080666834ba Mon Sep 17 00:00:00 2001 From: Peter Park Date: Mon, 13 Oct 2025 03:48:15 -0400 Subject: [PATCH] Add ROCm 7.9.0 documentation Add release notes Add install instructions Add PyTorch + ComfyUI instructions Add custom selector directives Add JS and CSS for selector Add custom icon directive and utils Clean up conf.py --- RELEASE.md | 1263 +++++++---------- docs/compatibility/frameworks.rst | 5 + docs/conf.py | 259 ++-- docs/data/comfyui-missing-models.png | Bin 0 -> 48088 bytes docs/data/comfyui.png | Bin 0 -> 599651 bytes docs/data/rocm-ontology.png | Bin 0 -> 110145 bytes docs/data/rocm-sdk-arch.png | Bin 0 -> 46775 bytes docs/extension/rocm_docs_custom/icon.py | 25 + docs/extension/rocm_docs_custom/selector.py | 277 ++++ .../rocm_docs_custom/static/selector.css | 103 ++ .../rocm_docs_custom/static/selector.js | 300 ++++ .../rocm_docs_custom/static/table.css | 35 + docs/extension/rocm_docs_custom/table.py | 9 + .../templates/selector-toc2.html | 20 + docs/extension/rocm_docs_custom/utils.py | 30 + docs/index.md | 73 - docs/index.rst | 89 ++ docs/install/compatibility-matrix.md | 1054 ++++++++++++++ .../includes/1_rhel-10.0-tar-prerequisites.md | 21 + .../1_rhel-10.0-wheel-prerequisites.md | 27 + .../includes/1_rhel-9.6-tar-prerequisites.md | 22 + .../1_rhel-9.6-wheel-prerequisites.md | 28 + .../1_ubuntu-22.04-wheel-prerequisites.md | 15 + .../1_ubuntu-24.04-wheel-prerequisites.md | 15 + .../includes/1_ubuntu-tar-prerequisites.md | 9 + .../includes/1_windows-tar-prerequisites.md | 6 + .../includes/1_windows-wheel-prerequisites.md | 8 + .../includes/2_rhel-instinct-install-kmd.md | 6 + .../includes/2_ubuntu-instinct-install-kmd.md | 6 + .../includes/3_tar-gfx1151-install-rocm.md | 20 + .../includes/3_tar-gfx942-install-rocm.md | 20 + .../includes/3_tar-gfx950-install-rocm.md | 20 + .../includes/3_wheel-gfx1151-install-rocm.md | 12 + .../3_wheel-gfx942-install-rocm-py311.md | 12 + 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docs/sphinx/static/css/rocm_rn.css | 236 ++- 56 files changed, 4266 insertions(+), 1259 deletions(-) create mode 100644 docs/compatibility/frameworks.rst create mode 100644 docs/data/comfyui-missing-models.png create mode 100644 docs/data/comfyui.png create mode 100644 docs/data/rocm-ontology.png create mode 100644 docs/data/rocm-sdk-arch.png create mode 100644 docs/extension/rocm_docs_custom/icon.py create mode 100644 docs/extension/rocm_docs_custom/selector.py create mode 100644 docs/extension/rocm_docs_custom/static/selector.css create mode 100644 docs/extension/rocm_docs_custom/static/selector.js create mode 100644 docs/extension/rocm_docs_custom/static/table.css create mode 100644 docs/extension/rocm_docs_custom/table.py create mode 100644 docs/extension/rocm_docs_custom/templates/selector-toc2.html create mode 100644 docs/extension/rocm_docs_custom/utils.py delete mode 100644 docs/index.md create mode 100644 docs/index.rst create mode 100644 docs/install/compatibility-matrix.md 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100644 docs/install/includes/5_wheel-linux-uninstall.md create mode 100644 docs/install/includes/5_wheel-windows-uninstall.md create mode 100644 docs/install/includes/5_windows-tar-uninstall.md create mode 100644 docs/install/includes/6_rhel-troubleshooting.md create mode 100644 docs/install/includes/6_ubuntu-troubleshooting.md create mode 100644 docs/install/pytorch-comfyui.rst create mode 100644 docs/install/rocm.rst diff --git a/RELEASE.md b/RELEASE.md index 943ba35c3..3ead1e894 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,777 +1,540 @@ - - - - - - - - - - - - -# ROCm 7.0.2 release notes +# ROCm Core SDK 7.9.0 release notes -The release notes provide a summary of notable changes since the previous ROCm release. +ROCm Core SDK 7.9.0 introduces a technology preview release aimed at helping +developers explore the new ROCm build and release infrastructure system called +[TheRock](https://github.com/rocm/therock). See [ROCm Core SDK and TheRock +Build +System](https://rocm.blogs.amd.com/software-tools-optimization/therock/README.html) +for more information. This release focuses on foundational improvements and +streamlining the development experience. -- [Release highlights](#release-highlights) +(preview-stream-note)= +```{important} +ROCm 7.9.0 introduces a versioning discontinuity following +the previous 7.0 releases. Versions 7.0 through 7.8 are reserved for +production stream ROCm releases, while versions 7.9 and later represent the +technology preview release stream. Both streams share a largely similar code +base but differ in their build systems. These differences include the CMake +configuration, operating system package dependencies, and integration of AMD +GPU driver components. -- [Supported hardware, operating system, and virtualization changes](#supported-hardware-operating-system-and-virtualization-changes) - -- [User space, driver, and firmware dependent changes](#user-space-driver-and-firmware-dependent-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 AMD Radeon GPUs or Ryzen APUs in a workstation setting with a display connected, see the [Use ROCm on Radeon and Ryzen](https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/index.html) -documentation to verify compatibility and system requirements. +Maintaining parallel release streams allows users ample time to evaluate and +adopt the new build system and dependency changes. The technology preview +stream is planned to continue through mid‑2026, after which it will replace the +[current production stream](https://rocm.docs.amd.com/en/latest/). ``` ## Release highlights -The following are notable new features and improvements in ROCm 7.0.2. For changes to individual components, see -[Detailed component changes](#detailed-component-changes). +This technology preview of the ROCm Core SDK with TheRock introduces several +key foundational changes: -### Supported hardware, operating system, and virtualization changes +* **ManyLinux_2_28 compliance**: Enables single builds to support multiple Linux distributions, improving portability and simplifying deployment. +* **Architecture-specific Python packages**: Redesigned to target individual GPU architectures, reducing disk usage and improving modularity. +* **Slimmed-down SDK**: Focuses on core GPU compute capabilities with a minimal set of runtime components, libraries, and tools. -ROCm 7.0.2 adds support for the RDNA4 architecture-based [AMD Radeon RX 9060](https://www.amd.com/en/products/graphics/desktops/radeon/9000-series/amd-radeon-rx-9060.html). For more information about supported AMD hardware, see [Supported GPUs (Linux)](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-7.0.2/reference/system-requirements.html#supported-gpus). +In addition to these technical updates, this release also begins the transition +to a more open and predictable development process: -ROCm 7.0.2 adds support for the following operating systems and kernel versions: +* **Open release process**: Transition to a fully open model with public release candidates, nightly builds, and transparent pull request workflows. +* **Predictable release cadence**: Major and minor versions will follow a fixed 6-week release cycle. -* Debian 13 (kernel: 6.12) -* Oracle Linux 10 (kernel: 6.12.0 [UEK]) -* RHEL 10.0 (kernel: 6.12.0-55) +### 7.9.0 compatibility notice -For more information about supported operating systems, see [Supported operating systems](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-7.0.2/reference/system-requirements.html#supported-operating-systems) and [install instructions](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-7.0.2/). +In terms of package compatibility, ROCm 7.9.0 diverges from the existing ROCm +7.0 stream and upcoming stable releases in that stream: -#### Virtualization support +* **No upgrade path** from existing production releases -- including ROCm 7.0 and earlier -- as well as from upcoming stable releases. See the [explanatory note](#preview-stream-note). +* **Not intended for production workloads** -- users running production environments should continue using the [ROCm 7.0 stream](https://rocm.docs.amd.com/en/latest/). + See the [explanatory note](#preview-stream-note). +* **Not fully featured** -- this release is a stepping stone toward fully open software development. -Virtualization support remains unchanged in this release. For more information, see [Virtualization Support](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-7.0.2/reference/system-requirements.html#virtualization-support). +### 7.9.0 support -### User space, driver, and firmware dependent changes +* **Hardware support**: Builds are limited to AMD Instinct MI350 Series GPUs, MI300 Series GPUs and APUs, Ryzen AI Max+ PRO 300 Series APUs, and Ryzen AI Max 300 Series APUs. See [Supported hardware and operating systems](#supported-hardware-and-operating-systems). +* **Packaging format**: RPM and Debian packages are not available in this initial release. Instead, Python wheels and tarballs are provided. See the [ROCm 7.9.0 installation instructions](/install/rocm). +* **Software components**: Some components of the ROCm Core SDK are not yet + available in this release. Additional components are planned to be introduced in + future preview releases as part of the ROCm Core SDK. Components not included in + the future Core SDK will either: + * Be released as standalone project-specific packages, or + * Be grouped into ROCm Expansion SDKs. -The software for AMD Datacenter GPU products requires maintaining a hardware -and software stack with interdependencies between the GPU and baseboard -firmware, AMD GPU drivers, and the ROCm user space software. +### Looking ahead -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
-

ROCm Version

- 		-

GPU

- 		-

PLDM Bundle (Firmware)

- 		-

AMD GPU Driver (amdgpu)

- 		-

AMD GPU
- Virtualization Driver (GIM)

-
ROCm 7.0.2MI355X - 01.25.15.02 (or later)
- 01.25.13.09 - 		30.10.2
- 30.10.1
- 30.10		8.4.1.K
MI350X - 01.25.15.02 (or later)
- 01.25.13.09 - 		30.10.2
- 30.10.1
- 30.10
MI325X - 01.25.04.02 (or later)
- 01.25.03.03 - 		- 30.10.2
- 30.10.1
- 30.10
- 6.4.z where z (0-3)
- 6.3.y where y (1-3) -
MI300X01.25.05.00 (or later)[1]
- 01.25.03.12		 - 30.10.2
- 30.10.1
- 30.10
- 6.4.z where z (0–3)
- 6.3.y where y (0–3)
- 6.2.x where x (1–4) - 		8.4.1.K
MI300ABKC 26 (or later)
- BKC 25		Not Applicable
MI250XIFWI 47 (or later)
MI250MU5 w/ IFWI 75 (or later)
MI210MU5 w/ IFWI 75 (or later)8.4.0.K
MI100VBIOS D3430401-037Not Applicable
-
+Subsequent technology preview releases will follow a 6-week cadence, gradually +filling gaps and introducing new ROCm expansions. AMD will continue to maintain +traditional ROCm releases in parallel with the 7.9+ preview stream. -

[1]: PLDM bundle 01.25.05.00 will be available by October 31, 2025.

+(790-supported-hw)= +## Supported hardware and operating systems -#### AMD Instinct MI300X GPU resiliency improvement - -Multimedia Engine Reset is now supported in AMD GPU Driver (amdgpu) 30.10.2 for AMD Instinct MI300X GPUs. This finer-grain GPU resiliency feature allows recovery from faults related to VCN or JPEG without requiring a full GPU reset, thereby improving system stability and fault tolerance. Note that VCN queue reset functionality requires PLDM bundle 01.25.05.00 (or later) firmware. - -#### New OS support in ROCm dependent on AMD GPU Driver - -ROCm support for RHEL 10.0 and Oracle 10 requires AMD GPU Driver 30.10.2 or later. - -### RAG AI support enabled for ROCm - -In September 2025, Retrieval-Augmented Generation (RAG) was added to the ROCm platform. Use RAG to build and deploy end-to-end AI pipelines on AMD GPUs. It enhances the accuracy and reliability of a large language model (LLM) by exposing it to up-to-date, relevant information. When queried, RAG retrieves relevant data from its knowledge base and uses it in conjunction with the query to generate accurate and informed responses. This approach minimizes hallucinations (the creation of false information) while also enabling the model to access current information not present in its original training data. For more information, see the [ROCm-RAG documentation](https://rocm.docs.amd.com/projects/rocm-rag/en/latest/index.html). - -### gsplat support enabled for ROCm - -[Gaussian splatting (gsplat)](https://rocm.docs.amd.com/projects/gsplat/en/latest/index.html) is an open-source library for GPU-accelerated differentiable rasterization of 3D Gaussians with Python bindings. This ROCm-enabled release of gsplat is built on top of [PyTorch for ROCm](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-6.4.3/install/3rd-party/pytorch-install.html), enabling innovators in computer graphics, machine learning, and 3D vision to leverage GPU acceleration with AMD Instinct GPUs. With gsplat, you can build, research, and innovate with Gaussian splatting. To install gsplat on ROCm, see [installation instructions](https://rocm.docs.amd.com/projects/gsplat/en/latest/install/gsplat-install.html). - -### Introducing ROCm Life Science (ROCm-LS) toolkit - -The ROCm Life Science (ROCm-LS) toolkit is an open-source software collection for high-performance life science and healthcare applications built on the core ROCm platform. It helps you accelerate life science processing and analyze workloads on AMD GPUs. ROCm-LS is in an early access state. Running production workloads is not recommended. For more information, see the [AMD ROCm-LS documentation](https://rocm.docs.amd.com/projects/rocm-ls/en/latest/). - -ROCm-LS provides the following tools to build a complete workflow for life science acceleration on AMD GPUs: - -* The hipCIM library provides powerful support for GPU-accelerated I/O operations, coupled with an array of computer vision and image processing primitives designed for N-dimensional image data in fields such as biomedical imaging. For more information, see the [hipCIM documentation](https://rocm.docs.amd.com/projects/hipCIM/en/latest/). - -* MONAI for AMD ROCm, a ROCm-enabled version of [MONAI](https://monai.io/), is built on top of [PyTorch for AMD ROCm](https://pytorch.org/blog/pytorch-for-amd-rocm-platform-now-available-as-python-package/), helping healthcare and life science innovators to leverage GPU acceleration with AMD Instinct GPUs for high-performance inference and training of medical AI applications. For more information, see the [MONAI for AMD ROCm documentation](https://rocm.docs.amd.com/projects/monai/en/latest/). - -### Deep learning and AI framework updates - -ROCm provides a comprehensive ecosystem for deep learning development. For more information, see [Deep learning frameworks for ROCm](https://rocm.docs.amd.com/en/docs-7.0.2/how-to/deep-learning-rocm.html) and the [Compatibility -matrix](../../docs/compatibility/compatibility-matrix.rst) for the complete list of Deep learning and AI framework versions tested for compatibility with ROCm. - -#### Updated framework support - -ROCm 7.0.0 introduces several newly supported versions of Deep learning and AI frameworks: - -##### PyTorch - -ROCm 7.0.2 enables support for PyTorch 2.8. - -#### New frameworks - -AMD ROCm has officially added support for the following Deep learning and AI frameworks: - -* FlashInfer is a library and kernel generator for Large Language Models (LLMs) that provides a high-performance implementation of graphics processing units (GPUs) kernels. FlashInfer focuses on LLM serving and inference, as well as advanced performance across diverse scenarios. It is supported on ROCm 6.4.1. For more information, see [FlashInfer compatibility](https://rocm.docs.amd.com/en/latest/compatibility/ml-compatibility/flashinfer-compatibility.html). - -* llama.cpp is an open-source framework for Large Language Model (LLM) inference that runs on both central processing units (CPUs) and graphics processing units (GPUs). It is written in plain C/C++, providing a simple, dependency-free setup. It is now supported on ROCm 7.0.0 and 6.4.x. For more information, see [llama.cpp compatibility](https://rocm.docs.amd.com/en/docs-7.0.0/compatibility/ml-compatibility/llama-cpp-compatibility.html). - -### ROCm Offline Installer Creator updates - -The ROCm Offline Installer Creator 7.0.2 includes the following features and improvements: - -* Added support for RHEL 10.0, Oracle Linux 10, and Debian 13. -* Added support for creating an offline installer for Debian 12 when the kernel version of the target operating system differs from the operating system of the host creating the installer. -* Removed the restriction requiring the kernels for the host and target systems to match when creating a ROCm-only (no AMD GPU Driver) offline installer. - -See [ROCm Offline Installer Creator](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-7.0.2/install/rocm-offline-installer.html) for more information. - -### ROCm Runfile Installer updates - -The ROCm Runfile Installer 7.0.2 adds the following features and improvements: - -* Added support for RHEL 10.0, Oracle Linux 10, and Debian 13. -* Minor fixes for the `untar` mode. -For more information, see [ROCm Runfile Installer](https://rocm.docs.amd.com/projects/install-on-linux/en/docs-7.0.2/install/rocm-runfile-installer.html). - -### 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. - -* [Tutorials for AI developers](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/) have been expanded with the following two new inference tutorials: - * [Accelerating DeepSeek-V3 inference using multi-token prediction in SGLang](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/notebooks/inference/mtp.html) - * [Multi-agents with Google ADK and A2A protocol](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/notebooks/inference/power-Google-ADK-on-AMD-platform-and-local-LLMs.html) - - For more information about the changes, see the [Changelog for the AI Developer Hub](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/changelog.html). - -* ROCm components support a wide range of environment variables that can be used for testing, logging, debugging, experimental features, and more. The [rocBLAS](https://rocm.docs.amd.com/projects/rocBLAS/en/docs-7.0.2/reference/env-variables.html) and [RCCL](https://rocm.docs.amd.com/projects/rccl/en/docs-7.0.2/api-reference/env-variables.html) components have been updated with new environment variable content. - -## ROCm components - -The following table lists the versions of ROCm components for ROCm 7.0.2, including any version -changes from 7.0.1 to 7.0.2. Click the component's updated version to go to a list of its changes. - -Click {fab}`github` to go to the component's source code on GitHub. - -
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
CategoryGroupNameVersion
LibrariesMachine learning and computer visionComposable Kernel1.1.0
MIGraphX2.13.0
MIOpen3.5.0
MIVisionX3.3.0
rocAL2.3.0
rocDecode1.0.0
rocJPEG1.1.0
rocPyDecode0.6.0
RPP2.0.0
CommunicationRCCL2.26.6 ⇒ 2.26.6
rocSHMEM3.0.0
MathhipBLAS3.0.0 ⇒ 3.0.2
hipBLASLt1.0.0
hipFFT1.0.20
hipfort0.7.0
hipRAND3.0.0
hipSOLVER3.0.0
hipSPARSE4.0.1
hipSPARSELt0.2.4
rocALUTION4.0.0
rocBLAS5.0.0 ⇒ 5.0.2
rocFFT1.0.34
rocRAND4.0.0
rocSOLVER3.30.0 ⇒ 3.30.1
rocSPARSE4.0.2 ⇒ 4.0.3
rocWMMA2.0.0
Tensile4.44.0
PrimitiveshipCUB4.0.0
hipTensor2.0.0
rocPRIM4.0.0 ⇒ 4.0.1
rocThrust4.0.0
ToolsSystem managementAMD SMI26.0.0 ⇒ 26.0.2
ROCm Data Center Tool1.1.0
rocminfo1.0.0
ROCm SMI7.8.0
ROCm Validation Suite1.2.0
PerformanceROCm Bandwidth - Test2.6.0
ROCm Compute Profiler3.2.3
ROCm Systems Profiler1.1.0 ⇒ 1.1.1
ROCProfiler2.0.0
ROCprofiler-SDK1.0.0
ROCTracer4.1.0
DevelopmentHIPIFY20.0.0
ROCdbgapi0.77.3 ⇒ 0.77.4
ROCm CMake0.14.0
ROCm Debugger (ROCgdb) - 16.3
ROCr Debug Agent - 2.1.0
CompilersHIPCC1.1.1
llvm-project20.0.0
RuntimesHIP7.0.0 ⇒ 7.0.2
ROCr Runtime1.18.0
-
- -## Detailed component changes - -The following sections describe key changes to ROCm components. +ROCm 7.9.0 supports the following AMD Instinct GPUs and Ryzen AI +APUs. Each supported device is listed with its corresponding GPU architecture, +LLVM target, and supported operating systems. ```{note} -For a historical overview of ROCm component updates, see the {doc}`ROCm consolidated changelog `. +If you're running ROCm on Linux, ensure your system is using a +supported kernel version. Future preview releases will expand operating system +support coverage. ``` -### **AMD SMI** (26.0.1) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD device series

+ 		+

Device

+ 		+

Architecture

+ 		+

LLVM target

+ 		+

Supported OS

+
+

Instinct MI350 Series

+ 		+

Instinct MI355X

+

Instinct MI350X

+ 		+

CDNA4

+ 		+

gfx950

+ 		+

+ Ubuntu 24.04.3
(GA kernel: 6.8)

+ Ubuntu 22.04.5
(GA kernel: 5.15)

+ RHEL 10.0
(kernel: 6.12.0-55)

+ RHEL 9.6
(kernel: 5.14.0-570) +

+
+

Instinct MI300 Series

+ 		+

Instinct MI325X

+

Instinct MI300X

+

Instinct MI300A

+ 		+

CDNA3

+ 		+

gfx942

+
+

Ryzen AI Max+ PRO 300 Series

+ 		+

Ryzen AI Max+ PRO 395

+

Ryzen AI Max+ PRO 390

+

Ryzen AI Max+ PRO 385

+

Ryzen AI Max+ PRO 380

+ 		+

RDNA3.5

+ 		+

gfx1151

+ 		+

Ubuntu 24.04.3
(HWE kernel: 6.14)

Windows 11 24H2

+
+

Ryzen AI Max 300 Series

+ 		+

Ryzen AI Max 395

+

Ryzen AI Max 390

+

Ryzen AI Max 385

+ 		+

RDNA3.5

+ 		+

gfx1151

+ 		+

Ubuntu 24.04.3
(HWE kernel: 6.14)

Windows 11 24H2

+
-#### Added - -* Added `bad_page_threshold_exceeded` field to `amd-smi static --ras`, which compares retired pages count against bad page threshold. This field displays `True` if retired pages exceed the threshold, `False` if within threshold, or `N/A` if threshold data is unavailable. Note that `sudo` is required to have the `bad_page_threshold_exceeded` field populated. - -#### Removed - -* Removed gpuboard and baseboard temperatures enums in amdsmi Python Library. - * `AmdSmiTemperatureType` had issues with referencing the correct attribute. As such, the following duplicate enums have been removed: - - `AmdSmiTemperatureType.GPUBOARD_NODE_FIRST` - - `AmdSmiTemperatureType.GPUBOARD_VR_FIRST` - - `AmdSmiTemperatureType.BASEBOARD_FIRST` - -#### Resolved Issues - -* Fixed `attribute error` in `amd-smi monitor` on Linux Guest systems, where the violations argument caused CLI to break. -* Fixed certain output in `amd-smi monitor` when GPUs are partitioned. - * It fixes the amd-smi monitor such as: `amd-smi monitor -Vqt`, `amd-smi monitor -g 0 -Vqt -w 1`, `amd-smi monitor -Vqt --file /tmp/test1`, etc. These commands will now be able to display as normal in partitioned GPU scenarios. - -* Fixed an issue where using `amd-smi ras --folder ` was forcing the created folder's name to be lowercase. This fix also allows all string input options to be case insensitive. - -* Fixed an issue of some processes not being detected by AMD SMI despite making use of KFD resources. This fix, with the addition of KFD Fallback for process detection, ensures that all KFD processes will be detected. - -* Multiple CPER issues were fixed. - - Issue of being unable to query for additional CPERs after 20 were generated on a single device. - - Issue where the RAS HBM CRC read was failing due to an incorrect AFID value. - - Issue where RAS injections were not consistently producing related CPERs. - -### **HIP** (7.0.2) - -#### Added - -* Support for the `hipMemAllocationTypeUncached` flag, enabling developers to allocate uncached memory. This flag is now supported in the following APIs: - - `hipMemGetAllocationGranularity` determines the recommended allocation granularity for uncached memory. - - `hipMemCreate` allocates memory with uncached properties. - -#### Resolved issues - -* A compilation failure affecting applications that compile kernels using `hiprtc` with the compiler option `std=c++11`. -* A permission-related error occurred during the execution of `hipLaunchHostFunc`. This API is now supported and permitted to run during stream capture, aligning its behavior with CUDA. -* A numerical error during graph capture of kernels that rely on a remainder in `globalWorkSize`, in frameworks like MIOpen and PyTorch, where the grid size is not a multiple of the block size. To ensure correct replay behavior, HIP runtime now stores this remainder in `hip::GraphKernelNode` during `hipExtModuleLaunchKernel` capture, enabling accurate execution and preventing corruption. -* A page fault occurred during viewport rendering while running the file undo.blend in Blender. The issue was resolved by the HIP runtime, which reused the same context during image creation. -* Resolved a segmentation fault in `gpu_metrics`, which is used in threshold logic for command submission patches to GPU device(s) during CPU synchronization. - -### **hipBLAS** (3.0.2) - -#### Added - -* Enabled support for gfx1150, gfx1151, gfx1200, and gfx1201 AMD hardware. - -### **RCCL** (2.26.6) - -#### Added - -* Enabled double-buffering in `reduceCopyPacks` to trigger pipelining, especially to overlap bf16 arithmetic. -* Added `--force-reduce-pipeline` as an option that can be passed to the `install.sh` script. Passing this option will enable software-triggered pipelining `bfloat16` reductions (that is, `all_reduce`, `reduce_scatter`, and `reduce`). - -### **rocBLAS** (5.0.2) - -#### Added - -* Enabled gfx1150 and gfx1151. -* The `ROCBLAS_USE_HIPBLASLT_BATCHED` variable to independently control the batched hipblaslt backend. Set `ROCBLAS_USE_HIPBLASLT_BATCHED=0` to disable batched GEMM use of the hipblaslt backend. - -#### Resolved issues - -* Set the imaginary portion of the main diagonal of the output matrix to zero in syrk and herk. - -### **ROCdbgapi** (0.77.4) - -#### Added - -* ROCdbgapi documentation link in the README.md file. - -### **ROCm Systems Profiler** (1.1.1) - -#### Resolved issues - -* Fixed an issue where ROC-TX ranges were displayed as two separate events instead of a single spanning event. - -### **rocPRIM** (4.0.1) - -#### Resolved issues - -* Fixed compilation issue when using `rocprim::texture_cache_iterator`. -* Fixed a HIP version check used to determine whether `hipStreamLegacy` is supported. This resolves runtime errors that occur when `hipStreamLegacy` is used in ROCm 7.0.0 and later. - -### **rocSPARSE** (4.0.3) - -#### Resolved issues - -* Fixed an issue causing premature deallocation of internal buffers while still in use. - -### **rocSOLVER** (3.30.1) - -#### Optimized - -Improved the performance of: - -* LARFT and downstream functions such as GEQRF and ORMTR. -* LARF and downstream functions such as GEQR2. -* ORMTR and downstream functions such as SYEVD. -* GEQR2 and downstream functions such as GEQRF. - -## ROCm known issues - -ROCm known issues are noted on {fab}`github` [GitHub](https://github.com/ROCm/ROCm/labels/Verified%20Issue). For known -issues related to individual components, review the [Detailed component changes](#detailed-component-changes). - -### ROCm debugging tools might become unresponsive in SELinux-enabled distributions - -Red Hat Enterprise Linux (RHEL) and related distributions automatically enable a security feature named Security-Enhanced Linux (SELinux), which may prevent ROCm debugging tools, such as ROCgdb, ROCdbgapi, and ROCR Debug Agent, from working correctly. - -The problem occurs when attempting to debug a program that contains code that runs on the GPU. The debugging session might become unresponsive while attempting to reach a breakpoint or executing instruction-stepping in device code. ROCgdb will still be responsive and accept interruptions by pressing `Control+C`, but the breakpoint in device code won't be hit, and the instruction-stepping operation will not be completed. - -The ROCR Debug Agent might also become unresponsive when attempting to capture data from a program that is experiencing queue errors, memory faults, or other triggering events. - -For a detailed workaround, see the [Installation troubleshooting](https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/install-faq.html#issue-10-rocm-debugging-tools-might-become-unresponsive-in-selinux-enabled-distributions) documentation. This issue will be fixed in a future ROCm release. - -### MIGraphX Python API will fail when running on Python 3.13 - -Applications using the MIGraphX Python API will fail when running on Python 3.13 and return the error message `AttributeError: module 'migraphx' has no attribute 'parse_onnx'`. The issue does not occur when you manually build MIGraphX. For detailed instructions, see [Building from source](https://rocm.docs.amd.com/projects/AMDMIGraphX/en/latest/install/building_migraphx.html). As a workaround, change the Python version to the one found in the installed location: - -``` -ls -l /opt/rocm-7.0.0/lib/libmigraphx_py_*.so -``` -The issue will be resolved in a future ROCm release. - -### Applications using OpenCV might fail due to package incompatibility between the OS - -OpenCV packages built on Ubuntu 24.04 are incompatible with Debian 13 due to a version conflict. As a result, applications, tests, and samples that use OpenCV might fail. To avoid the version conflict, rebuild OpenCV with the version corresponding to Debian 13, then rebuild MIVisionX on top of it. As a workaround, rebuild OpenCV from source, followed by the application that uses OpenCV. This issue will be fixed in a future ROCm release. - -## ROCm upcoming changes - -The following changes to the ROCm software stack are anticipated for future releases. - -### ROCm Execution Provider (ROCm-EP) deprecation - -ROCm 7.0.2 is the last official AMD-supported distribution of ROCm Execution Provider (ROCm-EP). ROCm EP will be removed from all upcoming ROCm releases. Refer to this [Pull Request](https://github.com/microsoft/onnxruntime/pull/25181) for more information. Migrate your applications to use the [MIGraphX Execution Provider](https://onnxruntime.ai/docs/execution-providers/MIGraphX-ExecutionProvider.html#migraphx-execution-provider). - -### ROCm SMI deprecation - -[ROCm SMI](https://github.com/ROCm/rocm_smi_lib) will be phased out in an -upcoming ROCm release and will enter maintenance mode. After this transition, -only critical bug fixes will be addressed and no further feature development -will take place. - -It's strongly recommended to transition your projects to [AMD -SMI](https://github.com/ROCm/amdsmi), the successor to ROCm SMI. AMD SMI -includes all the features of the ROCm SMI and will continue to receive regular -updates, new functionality, and ongoing support. For more information on AMD -SMI, see the [AMD SMI documentation](https://rocm.docs.amd.com/projects/amdsmi/en/latest/). - -### ROCTracer, ROCProfiler, rocprof, and rocprofv2 deprecation - -Development and support for ROCTracer, ROCProfiler, `rocprof`, and `rocprofv2` are being phased out in favor of ROCprofiler-SDK in upcoming ROCm releases. Starting with ROCm 6.4, only critical defect fixes will be addressed for older versions of the profiling tools and libraries. All users are encouraged to upgrade to the latest version of the ROCprofiler-SDK library and the (`rocprofv3`) tool to ensure continued support and access to new features. ROCprofiler-SDK is still in beta today and will be production-ready in a future ROCm release. - -It's anticipated that ROCTracer, ROCProfiler, `rocprof`, and `rocprofv2` will reach end-of-life by future releases, aligning with Q1 of 2026. - -### AMDGPU wavefront size compiler macro deprecation - -Access to the wavefront size as a compile-time constant via the `__AMDGCN_WAVEFRONT_SIZE` -and `__AMDGCN_WAVEFRONT_SIZE__` macros are deprecated and will be disabled in a future release. In ROCm 7.0.0 `warpSize` is only available as a non-`constexpr` variable. You're encouraged to update your code if needed to ensure future compatibility. - -* The `__AMDGCN_WAVEFRONT_SIZE__` macro and `__AMDGCN_WAVEFRONT_SIZE` alias will be removed in an upcoming release. - It is recommended to remove any use of this macro. For more information, see - [AMDGPU support](https://rocm.docs.amd.com/projects/llvm-project/en/docs-7.0.2/LLVM/clang/html/AMDGPUSupport.html). -* `warpSize` is only available as a non-`constexpr` variable. Where required, - the wavefront size should be queried via the `warpSize` variable in device code, - or via `hipGetDeviceProperties` in host code. Neither of these will result in a compile-time constant. For more information, see [warpSize](https://rocm.docs.amd.com/projects/HIP/en/docs-7.0.2/how-to/hip_cpp_language_extensions.html#warpsize). -* For cases where compile-time evaluation of the wavefront size cannot be avoided, - uses of `__AMDGCN_WAVEFRONT_SIZE`, `__AMDGCN_WAVEFRONT_SIZE__`, or `warpSize` - can be replaced with a user-defined macro or `constexpr` variable with the wavefront - size(s) for the target hardware. For example: - -``` - #if defined(__GFX9__) - #define MY_MACRO_FOR_WAVEFRONT_SIZE 64 - #else - #define MY_MACRO_FOR_WAVEFRONT_SIZE 32 - #endif +```{note} +This release supports a limited number of GPU and APUs. +Hardware support will be expanded with future releases -- following the +six-week release cadence. ``` -### Changes to ROCm Object Tooling +## Supported kernel driver and firmware bundles -ROCm Object Tooling tools ``roc-obj-ls``, ``roc-obj-extract``, and ``roc-obj`` were -deprecated in ROCm 6.4, and will be removed in a future release. Functionality -has been added to the ``llvm-objdump --offloading`` tool option to extract all -clang-offload-bundles into individual code objects found within the objects -or executables passed as input. The ``llvm-objdump --offloading`` tool option also -supports the ``--arch-name`` option, and only extracts code objects found with -the specified target architecture. See [llvm-objdump](https://llvm.org/docs/CommandGuide/llvm-objdump.html) -for more information. +ROCm depends on a coordinated stack of compatible firmware, driver, and user +space components. Maintaining version alignment between these layers ensures correct GPU +operation and performance, especially for AMD data center products. +While AMD publishes drivers and ROCm user space components, your server or +infrastructure provider publishes the GPU and baseboard firmware by bundling +AMD firmware releases through Platform Level Data Model (PLDM) bundles -- +which include the Integrated Firmware Image (IFWI). + +```{note} +- Supported Ryzen AI APUs require the inbox kernel driver included with Ubuntu +24.04.3. +- GPU virtualization is not supported in ROCm 7.9.0. +``` + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD device

+ 		+

Linux driver

+ 		+

Adrenalin Driver (Windows)

+ 		+

PLDM bundle (firmware)

+
+

Instinct MI355X

+ 		+

AMD GPU Driver (amdgpu)
30.10
30.10.1
30.10.2

+ 		+

Not applicable

+ 		+

01.25.15.02

+

01.25.13.09

+
+

Instinct MI350X

+
+

Instinct MI325X

+ 		+

01.25.04.02

+

01.25.03.03

+
+

Instinct MI300X

+ 		+

01.25.03.12

+
+

Instinct MI300A

+ 		+

BKC 26

+

BKC 25

+
+

Ryzen AI Max+ PRO 395

+ 		+

Inbox kernel driver
in Ubuntu 24.04.3

+ 		+

25.9.2

+ 		+

Not applicable

+
+

Ryzen AI Max+ PRO 390

+
+

Ryzen AI Max+ PRO 385

+
+

Ryzen AI Max+ PRO 380

+
+

Ryzen AI Max 395

+
+

Ryzen AI Max 390

+
+

Ryzen AI Max 385

+
+ +## Deep learning frameworks + +ROCm 7.9.0 supports PyTorch 2.7.1 on Linux and PyTorch 2.9.0 on Windows. + +## ROCm Core SDK components + +The following table lists core components included in the ROCm 7.9.0 release. +Expect future releases in this stream to expand the list of components. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Component group

+ 		+

Component name

+ 		+

Supported operating systems

+
+

Runtime and compilers

+ 		+

HIP

 + 		+

Linux and Windows

+
+

HIPIFY

 +
+

LLVM

 +
+

ROCr Runtime

 + 		+

Linux

+
+

Control and monitoring

+ 		+

AMD SMI

 + 		+

Linux

+
+

rocminfo

 +
+

System utilities, profiling, and debugging

+ 		+

ROCm CMake

 + 		+

Linux and Windows

+
+

ROCprofiler-SDK

 + 		+

Linux

+
+

Math and compute libraries

+ 		+

rocBLAS

 + 		+

Linux and Windows

+
+

hipBLAS

 +
+

hipBLASLt

 +
+

rocFFT

 +
+

hipFFT

 +
+

rocRAND

 +
+

hipRAND

 +
+

rocSOLVER

 +
+

hipSOLVER

 +
+

rocSPARSE

 +
+

hipSPARSE

 +
+

rocPRIM

 +
+

rocThrust

 +
+

hipCUB

 +
+

MIOpen

 + 		+

Linux
Instinct GPUs only

+
+

Communication libraries

+ 		+

RCCL

 + 		+

Linux

+
+ +## Known issues + +### Incorrect GPU architecture detection by CMake + +On Windows, CMake does not automatically determine the correct GPU architecture +when configuring ROCm projects using TheRock. + +- **Impact**: Applications may crash at runtime due to an incorrect offload target being selected. + +- **Workaround**: Manually specify the target GPU architecture by setting the CMake flag `CMAKE_HIP_ARCHITECTURES`. + +### clang build failure with -fgpu-rdc and -fuse-ld=lld-link + +On Windows, builds may fail when using both the `-fgpu-rdc` and `-fuse-ld=lld-link` +compiler options together. + +- **Impact**: Users are unable to build applications that require relocatable device code (`-fgpu-rdc`). + +### No GPU detected when building Redshift or Blender with ROCm 7.9.0 + +When building custom Redshift or Blender binaries against ROCm 7.9.0, users may +encounter a “No GPU detected” error message. This issue does not occur with the +officially distributed Redshift and Blender binaries. + +- **Impact**: Locally built versions of Redshift and Blender may fail to + recognize available GPUs, preventing GPU-accelerated rendering. + +## Upcoming changes + +Future preview releases will expand support for: + +* Additional ROCm Core SDK components + +* Domain-specific Expansion SDKs (data science, life science, and more) + +* Extended AMD hardware coverage + +* GPU virtualization support diff --git a/docs/compatibility/frameworks.rst b/docs/compatibility/frameworks.rst new file mode 100644 index 000000000..ee790c155 --- /dev/null +++ b/docs/compatibility/frameworks.rst @@ -0,0 +1,5 @@ +************************************** +Deep learning frameworks compatibility +************************************** + +Basdflkj; jaksldf;jkasl;d jkl;fdksalsdfhguieqwrasdf .asdf diff --git a/docs/conf.py b/docs/conf.py index b097dc26e..b1bcd8590 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -9,21 +9,40 @@ import shutil import sys from pathlib import Path -gh_release_path = os.path.join("..", "RELEASE.md") -gh_changelog_path = os.path.join("..", "CHANGELOG.md") -sphinx_release_path = os.path.join("about", "release-notes.md") -sphinx_changelog_path = os.path.join("release", "changelog.md") -shutil.copy2(gh_release_path, sphinx_release_path) -shutil.copy2(gh_changelog_path, sphinx_changelog_path) +ROCM_VERSION = "7.9.0" +GA_DATE = "2025-10-20" + +DOCS_DIR = Path(__file__).parent.resolve() +ROOT_DIR = DOCS_DIR.parent + + +def copy_rtd_file(src_path: Path, dest_path: Path): + dest_path.parent.mkdir(parents=True, exist_ok=True) + shutil.copy2(src_path, dest_path) + print(f"📁 Copied {src_path} → {dest_path}") + + +compat_matrix_src = DOCS_DIR / "compatibility" / "compatibility-matrix-historical-6.0.csv" # fmt: skip +compat_matrix_dest = ROOT_DIR / "_readthedocs" / "html" / "downloads" / "compatibility-matrix-historical-6.0.csv" # fmt: skip +copy_rtd_file(compat_matrix_src, compat_matrix_dest) + +gh_release_path = ROOT_DIR / "RELEASE.md" +rtd_release_path = DOCS_DIR / "about" / "release-notes.md" +copy_rtd_file(gh_release_path, rtd_release_path) + +gh_changelog_path = ROOT_DIR / "CHANGELOG.md" +rtd_changelog_path = DOCS_DIR / "release" / "changelog.md" +copy_rtd_file(gh_changelog_path, rtd_changelog_path) + # Mark the consolidated changelog as orphan to prevent Sphinx from warning about missing toctree entries -with open(sphinx_changelog_path, "r+", encoding="utf-8") as file: +with open(rtd_changelog_path, "r+", encoding="utf-8") as file: content = file.read() file.seek(0) file.write(":orphan:\n" + content) # Replace GitHub-style [!ADMONITION]s with Sphinx-compatible ```{admonition} blocks -with open(sphinx_changelog_path, "r", encoding="utf-8") as file: +with open(rtd_changelog_path, "r", encoding="utf-8") as file: lines = file.readlines() modified_lines = [] @@ -31,37 +50,37 @@ with open(sphinx_changelog_path, "r", encoding="utf-8") as file: # Map for matching the specific admonition type to its corresponding Sphinx markdown syntax admonition_types = { - '> [!NOTE]': '```{note}', - '> [!TIP]': '```{tip}', - '> [!IMPORTANT]': '```{important}', - '> [!WARNING]': '```{warning}', - '> [!CAUTION]': '```{caution}' + "> [!NOTE]": "```{note}", + "> [!TIP]": "```{tip}", + "> [!IMPORTANT]": "```{important}", + "> [!WARNING]": "```{warning}", + "> [!CAUTION]": "```{caution}", } for line in lines: if any(line.startswith(k) for k in admonition_types): for key in admonition_types: - if(line.startswith(key)): - modified_lines.append(admonition_types[key] + '\n') + if line.startswith(key): + modified_lines.append(admonition_types[key] + "\n") break in_admonition_section = True elif in_admonition_section: - if line.strip() == '': + if line.strip() == "": # If we encounter an empty line, close the admonition section - modified_lines.append('```\n\n') # Close the admonition block + modified_lines.append("```\n\n") # Close the admonition block in_admonition_section = False else: - modified_lines.append(line.lstrip('> ')) + modified_lines.append(line.lstrip("> ")) else: modified_lines.append(line) # In case the file ended while still in a admonition section, close it if in_admonition_section: - modified_lines.append('```') + modified_lines.append("```") file.close() - with open(sphinx_changelog_path, "w", encoding="utf-8") as file: + with open(rtd_changelog_path, "w", encoding="utf-8") as file: file.writelines(modified_lines) matrix_path = os.path.join("compatibility", "compatibility-matrix-historical-6.0.csv") @@ -81,163 +100,93 @@ latex_elements = { html_baseurl = os.environ.get("READTHEDOCS_CANONICAL_URL", "rocm.docs.amd.com") html_context = {} -if os.environ.get("READTHEDOCS", "") == "True": - html_context["READTHEDOCS"] = True # configurations for PDF output by Read the Docs project = "ROCm Documentation" -project_path = os.path.abspath(".").replace("\\", "/") +project_path = str(DOCS_DIR).replace("\\", "/") author = "Advanced Micro Devices, Inc." -copyright = "Copyright (c) 2025 Advanced Micro Devices, Inc. All rights reserved." -version = "7.0.2" -release = "7.0.2" +copyright = "Copyright (c) %Y Advanced Micro Devices, Inc. All rights reserved." +version = ROCM_VERSION +release = ROCM_VERSION 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"], "date": "2025-10-10"}, - {"file": "release/changelog", "os": ["linux"],}, - {"file": "compatibility/compatibility-matrix", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/pytorch-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/tensorflow-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/jax-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/verl-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/stanford-megatron-lm-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/dgl-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/megablocks-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/taichi-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/ray-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/llama-cpp-compatibility", "os": ["linux"]}, - {"file": "compatibility/ml-compatibility/flashinfer-compatibility", "os": ["linux"]}, - {"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"]}, - {"file": "how-to/rocm-for-ai/system-setup/index", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/system-setup/multi-node-setup", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/system-setup/prerequisite-system-validation", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/system-setup/system-health-check", "os": ["linux"]}, - - {"file": "how-to/rocm-for-ai/training/index", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/train-a-model", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/prerequisite-system-validation", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/scale-model-training", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/megatron-lm", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-history", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v24.12-dev", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v25.3", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v25.4", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v25.5", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v25.6", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-v25.7", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/megatron-lm-primus-migration-guide", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/primus-megatron-v25.7", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/primus-megatron", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/pytorch-training", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/pytorch-training-history", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/pytorch-training-v25.3", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/pytorch-training-v25.4", "os": ["linux"]}, - {"file": "how-to/rocm-for-ai/training/benchmark-docker/previous-versions/pytorch-training-v25.5", "os": 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zyh#-~l|fDhY*OdU%WH&UQ(H&le>iNlk2P#rPkDWNIj=Ecb8oXp6aU?cYQVT(7dY~p zexhvP6?<6?r;EiT-_4ET0LVaLskU&ko9A%tDdD_P6~X}EP*zsLGFXnH@mNB{<51!aBSz*0IoK8n+QYh%>3Ty?qvng8x25jHo?0j8f-fMi`7+v zZrrdlkWxuWgdq65tSks2cm2nX@Lx`fa^ZiOC`Q(}Z^8j+B(?s3|KN&<_O;d?)HGET P4Sb%-smT^eoB00^%!&e7 literal 0 HcmV?d00001 diff --git a/docs/extension/rocm_docs_custom/icon.py b/docs/extension/rocm_docs_custom/icon.py new file mode 100644 index 000000000..33ab8e4de --- /dev/null +++ b/docs/extension/rocm_docs_custom/icon.py @@ -0,0 +1,25 @@ +from docutils import nodes + + +def icon_role(name, rawtext, text, lineno, inliner, options=None, content=None): + """ + Inline role for Font Awesome icons. See + https://fontawesome.com/search?ip=brands&o=r to find available icons. + + Example rST usage: + + :icon:`fa-brands fa-redhat fa-lg` + + Example MyST Markdown usage: + + {icon}`fa-brands fa-redhat fa-lg` + """ + html = f'' + node = nodes.raw("", html, format="html") + return [node], [] + + +def setup(app): + app.add_role("icon", icon_role) + + return {"version": "6.9", "parallel_read_safe": True} diff --git a/docs/extension/rocm_docs_custom/selector.py b/docs/extension/rocm_docs_custom/selector.py new file mode 100644 index 000000000..b83e1e6e9 --- /dev/null +++ b/docs/extension/rocm_docs_custom/selector.py @@ -0,0 +1,277 @@ +from sphinx.util.docutils import SphinxDirective, directives, nodes +from pathlib import Path +from .utils import kv_to_data_attr, normalize_key +import random +import string + + +class SelectorGroup(nodes.General, nodes.Element): + """ + A row within a selector container. + + rST usage: + + .. selector-group:: Heading + :key: + :show-when: os=ubuntu (list of key=value pairs separated by spaces) + :heading-width: 4 (defaults to 6) + """ + + @staticmethod + def visit_html(translator, node): + label = node["label"] + key = node["key"] + show_when_attr = kv_to_data_attr("show-when", node["show-when"]) + heading_width = node["heading-width"] + icon = node["icon"] + + icon_html = "" + if icon: + icon_html = f'' + + translator.body.append( + "" + f""" +

+ """ + "" + ) + + +class SelectorGroupDirective(SphinxDirective): + required_arguments = 1 # tile text + final_argument_whitespace = True + has_content = True + option_spec = { + "key": directives.unchanged, + "show-when": directives.unchanged, + "heading-width": directives.nonnegative_int, + "icon": directives.unchanged, + } + + def run(self): + label = self.arguments[0] + node = SelectorGroup() + node["label"] = label + node["key"] = normalize_key(self.options.get("key", label)) + node["show-when"] = self.options.get("show-when", "") + node["heading-width"] = self.options.get("heading-width", 3) + node["icon"] = self.options.get("icon") + + # Parse nested content + self.state.nested_parse(self.content, self.content_offset, node) + + # Find all SelectorOption descendants + option_nodes = list(node.findall(SelectorOption)) + + if option_nodes: + # Set the group key on all options + for opt in option_nodes: + opt["group_key"] = node["key"] + + # Find all options marked as default + default_options = [opt for opt in option_nodes if opt["default"]] + + if default_options: + # Multiple options marked :default: - only keep first as default + for i, opt in enumerate(default_options): + if i > 0: + opt["default"] = False + else: + # No explicit default - make first option default + option_nodes[0]["default"] = True + + return [node] + + +class SelectorOption(nodes.General, nodes.Element): + """ + A selectable tile within a selector group. + + rST usage: + + .. selector-option:: + """ + + @staticmethod + def visit_html(translator, node): + value = node["value"] + disable_when_attr = kv_to_data_attr("disable-when", node["disable-when"]) + default = node["default"] + width = node["width"] + group_key = node.get("group_key", "") + + default_class = "rocm-docs-selector-option-default" if default else "" + + translator.body.append( + "" + f""" + " "") + + +class SelectorOptionDirective(SphinxDirective): + required_arguments = 1 # text of tile + final_argument_whitespace = True + option_spec = { + "value": directives.unchanged, + "disable-when": directives.unchanged, + "default": directives.flag, + "width": directives.nonnegative_int, + "icon": directives.unchanged, + } + has_content = True + + def run(self): + label = self.arguments[0] + node = SelectorOption() + node["label"] = label + node["value"] = normalize_key(self.options.get("value", label)) + # node["show-when"] = self.options.get("show-when", "") + node["disable-when"] = self.options.get("disable-when", "") + node["default"] = self.options.get("default", False) is not False + node["width"] = self.options.get("width", 6) + node["icon"] = self.options.get("icon") + + # Content replaces label if provided + if self.content: + self.state.nested_parse(self.content, self.content_offset, node) + else: + node += nodes.Text(label) + return [node] + +class SelectedContent(nodes.General, nodes.Element): + """ + A container to hold conditional content. + + rST usage:: + + .. selected-content:: os=ubuntu + :heading: Ubuntu Notes + """ + + @staticmethod + def visit_html(translator, node): + show_when_attr = kv_to_data_attr("show-when", node["show-when"]) + classes = " ".join(node.get("class", [])) + heading = node.get("heading", "") + heading_level = node.get("heading-level") or (SelectedContent._get_depth(node) + 1) + heading_level = min(heading_level, 6) + + heading_elem = "" + if heading: + # HACK to fix secondary sidebar observer + suffix = "".join(random.choices(string.ascii_lowercase + string.digits, k=3)) + id_attr = nodes.make_id(f"{heading}-{suffix}") + + heading_elem = ( + f'' + f'{heading}#' + f'' + ) + + translator.body.append( + f""" + + ") + + @staticmethod + def _get_depth(node): + depth = 1 + parent = node.parent + while parent is not None: + if isinstance(parent, SelectedContent) and parent.get("heading"): + depth += 1 + parent = getattr(parent, "parent", None) + return depth + + +class SelectedContentDirective(SphinxDirective): + required_arguments = 1 # condition (e.g., os=ubuntu) + final_argument_whitespace = True + has_content = True + option_spec = { + "id": directives.unchanged, + "class": directives.unchanged, + "heading": directives.unchanged, + "heading-level": directives.nonnegative_int, + } + + def run(self): + node = SelectedContent() + node["show-when"] = self.arguments[0] + node["id"] = self.options.get("id", "") + node["class"] = self.options.get("class", "") + node["heading"] = self.options.get("heading", "") # empty string if none + node["heading-level"] = self.options.get("heading-level", None) + + # Parse nested content + self.state.nested_parse(self.content, self.content_offset, node) + return [node] + + +def setup(app): + app.add_node( + SelectorGroup, + html=(SelectorGroup.visit_html, SelectorGroup.depart_html), + ) + app.add_node( + SelectorOption, + html=(SelectorOption.visit_html, SelectorOption.depart_html), + ) + app.add_node( + SelectedContent, + html=(SelectedContent.visit_html, SelectedContent.depart_html), + ) + + app.add_directive("selector", SelectorGroupDirective) + app.add_directive("selector-option", SelectorOptionDirective) + app.add_directive("selected-content", SelectedContentDirective) + app.add_directive("selected", SelectedContentDirective) + + static_assets_dir = Path(__file__).parent / "static" + app.config.html_static_path.append(str(static_assets_dir)) + app.add_css_file("selector.css") + app.add_js_file("selector.js", type="module", defer="defer") + + return {"version": "1.0", "parallel_read_safe": True} diff --git a/docs/extension/rocm_docs_custom/static/selector.css b/docs/extension/rocm_docs_custom/static/selector.css new file mode 100644 index 000000000..00c145463 --- /dev/null +++ b/docs/extension/rocm_docs_custom/static/selector.css @@ -0,0 +1,103 @@ +html { + --rocm-docs-selector-border-radius: 2px; + --rocm-docs-selector-accent-color: var(--pst-color-primary); + --rocm-docs-selector-bg-color: var(--pst-color-on-background); + --rocm-docs-selector-fg-color: var(--pst-color-primary-text); + --rocm-docs-selector-group-heading-bg-color: var(--pst-color-surface); + --rocm-docs-selector-option-hover-color: var(--pst-color-link-hover); + --rocm-docs-selector-option-selected-color: var(--pst-color-primary); + --rocm-docs-selector-tile-padding: 0.2rem; +} + +html[data-theme="light"] { + --rocm-docs-selector-border-color: var(--pst-gray-400); + --rocm-docs-selector-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); + --rocm-docs-selector-shadow-hover: 0 2px 8px rgba(0, 0, 0, 0.15); +} + +html[data-theme="dark"] { + --rocm-docs-selector-border-color: var(--pst-color-border); + --rocm-docs-selector-shadow: 0 1px 3px rgba(0, 0, 0, 0.3); + --rocm-docs-selector-shadow-hover: 0 2px 8px rgba(0, 0, 0, 0.4); +} + +/* Selector container */ +.rocm-docs-selector-container { + padding: 0 0 1rem 0; +} + +/* Selector group heading when one of its options is hovered */ +.rocm-docs-selector-group:has(.rocm-docs-selector-option:hover) + .rocm-docs-selector-group-heading { + border-right-color: var(--rocm-docs-selector-option-hover-color); +} + +/* Selector group heading box */ +.rocm-docs-selector-group-heading { + background-color: var(--rocm-docs-selector-group-heading-bg-color); + padding: var(--rocm-docs-selector-tile-padding); + font-weight: 600; + border-right: solid 3px var(--rocm-docs-selector-accent-color); + border-radius: var(--rocm-docs-selector-border-radius); + transition: border-right-color 0.25s ease; + box-shadow: var(--rocm-docs-selector-shadow); +} + +/* Selector group heading text */ +.rocm-docs-selector-group-heading > span { + display: flex; + justify-content: space-between; + align-items: center; + gap: 0.5rem; +} + +/* Selector option */ +.rocm-docs-selector-option { + display: flex; + justify-content: space-between; + align-items: center; + gap: 0.5rem; + background-color: var(--rocm-docs-selector-bg-color); + padding: var(--rocm-docs-selector-tile-padding); + border: solid 2px var(--rocm-docs-selector-border-color); + cursor: pointer; + transition: all 0.2 ease; + border-radius: var(--rocm-docs-selector-border-radius); + box-shadow: var(--rocm-docs-selector-shadow); +} + +/* Selector option when hovered */ +.rocm-docs-selector-option:hover:not(.rocm-docs-disabled) { + background-color: var(--rocm-docs-selector-option-hover-color); + color: var(--rocm-docs-selector-fg-color); + transform: translateY(-2px); + box-shadow: var(--rocm-docs-selector-shadow-hover); +} + +.rocm-docs-selector-option:focus:not(.rocm-docs-disabled) { + z-index: 69; +} + +/* Selector option when selected */ +.rocm-docs-selector-option.rocm-docs-selected { + background-color: var(--rocm-docs-selector-option-selected-color); + color: var(--rocm-docs-selector-fg-color); +} + +/* Prevent hover effect on selected */ +.rocm-docs-selector-option.rocm-docs-selected:hover { + transform: none; +} + +/* Selector option when disabled */ +.rocm-docs-selector-option.rocm-docs-disabled { + background-color: var(--rocm-docs-selector-border-color); + color: var(--rocm-docs-selector-fg-color); + cursor: not-allowed; + pointer-events: none; +} + +/* Hidden state */ +.rocm-docs-hidden { + display: none; +} diff --git a/docs/extension/rocm_docs_custom/static/selector.js b/docs/extension/rocm_docs_custom/static/selector.js new file mode 100644 index 000000000..c030f84d2 --- /dev/null +++ b/docs/extension/rocm_docs_custom/static/selector.js @@ -0,0 +1,300 @@ +const READY_EVENT = "ROCmDocsSelectorsReady"; +const STATE_CHANGE_EVENT = "ROCmDocsSelectorStateChanged"; + +const GROUP_QUERY = ".rocm-docs-selector-group"; +const OPTION_QUERY = ".rocm-docs-selector-option"; +const COND_QUERY = "[data-show-when]"; +const TOC2_OPTIONS_LIST_QUERY = ".rocm-docs-selector-toc2-options"; +const TOC2_CONTENTS_LIST_QUERY = ".rocm-docs-selector-toc2-contents"; +const HEADING_QUERY = ".rocm-docs-selected-content h1,h2,h3,h4,h5,h6[id]"; + +const isDefaultOption = (elem) => + elem.classList.contains("rocm-docs-selector-option-default"); + +const DISABLED_CLASS = "rocm-docs-disabled"; +const disable = (elem) => { + elem.classList.add(DISABLED_CLASS); + elem.setAttribute("aria-disabled", "true"); + elem.setAttribute("tabindex", "-1"); +}; +// const enable = (elem) => { +// elem.classList.remove(DISABLED_CLASS); +// elem.setAttribute("aria-disabled", "false"); +// elem.setAttribute("tabindex", "0"); +// }; + +const HIDDEN_CLASS = "rocm-docs-hidden"; +const hide = (elem) => { + elem.classList.add(HIDDEN_CLASS); + elem.setAttribute("aria-hidden", "true"); +}; +const show = (elem) => { + elem.classList.remove(HIDDEN_CLASS); + elem.setAttribute("aria-hidden", "false"); +}; + +const SELECTED_CLASS = "rocm-docs-selected"; +const select = (elem) => { + elem.classList.add(SELECTED_CLASS); + elem.setAttribute("aria-checked", "true"); +}; +const deselect = (elem) => { + elem.classList.remove(SELECTED_CLASS); + elem.setAttribute("aria-checked", "false"); +}; + +const state = {}; + +function getState() { + return { ...state }; +} + +function setState(updates) { + const previousState = getState(); + Object.assign(state, updates); + + const event = new CustomEvent(STATE_CHANGE_EVENT, { + detail: { + previousState, + currentState: getState(), + changes: updates, + }, + }); + document.dispatchEvent(event); +} + +function validateOptionElem(optionElem) { + const key = optionElem.dataset.selectorKey; + const value = optionElem.dataset.selectorValue; + + const errors = []; + if (!key) errors.push("Missing 'data-selector-key'"); + if (!value) errors.push("Missing 'data-selector-value'"); + + if (errors.length === 0) return; + + const label = optionElem.textContent.trim() || ""; + console.error( + `[ROCmDocsSelector] Invalid selector option '${label}': ${ + errors.join(", ") + }!`, + ); + disable(optionElem); +} + +function handleOptionSelect(e) { + const option = e.currentTarget; + const parentGroup = option.closest(GROUP_QUERY); + const siblingOptions = parentGroup.querySelectorAll(OPTION_QUERY); + + siblingOptions.forEach((elem) => deselect(elem)); + select(option); + + // Update global state + const key = option.dataset.selectorKey; + const value = option.dataset.selectorValue; + if (key && value) setState({ [key]: value }); + + updateVisibility(); +} + +function shouldBeShown(elem) { + const conditionsData = elem.dataset.showWhen; + if (!conditionsData) return true; // Default visible + + try { + const conditions = JSON.parse(conditionsData); + // Ensure it's an object + if (typeof conditions !== "object" || Array.isArray(conditions)) { + console.warn( + "[ROCmDocsSelector] Invalid 'show-when' format (must be key/value object):", + conditionsData, + ); + return true; + } + + for (const [key, value] of Object.entries(conditions)) { + const currentValue = state[key]; + + if (currentValue === undefined) return false; + + if (Array.isArray(value)) { + if (!value.includes(currentValue)) return false; + continue; + } + + if (state[key] !== value) { + return false; + } + } + + return true; + } catch (err) { + console.error( + "[ROCmDocsSelector] Couldn't parse 'show-when' conditions:", + err, + ); + return true; + } +} + +function updateTOC2OptionsList() { + const tocOptionsList = document.querySelector(TOC2_OPTIONS_LIST_QUERY); + if (!tocOptionsList) return; + + // Clear previous entries + tocOptionsList.innerHTML = ""; + + // Get only visible selector groups + const groups = Array.from(document.querySelectorAll(GROUP_QUERY)).filter( + (g) => g.offsetParent !== null + ); + + if (groups.length === 0) { + const li = document.createElement("li"); + li.className = + "nav-item toc-entry toc-h3 rocm-docs-selector-toc2-item empty"; + const span = document.createElement("span"); + span.textContent = "(no visible selectors)"; + li.appendChild(span); + tocOptionsList.appendChild(li); + return; + } + + groups.forEach((group) => { + // ✅ Find group heading span + const headingSpan = group.querySelector( + ".rocm-docs-selector-group-heading-text" + ); + const headingText = headingSpan + ? headingSpan.textContent.trim() + : "(Unnamed Selector)"; + + // Find currently selected option + const selectedOption = group.querySelector(`.${SELECTED_CLASS}`); + const optionText = selectedOption + ? selectedOption.textContent.trim() + : "(none selected)"; + + // Build list item + const li = document.createElement("li"); + li.className = "nav-item toc-entry toc-h3 rocm-docs-selector-toc2-item"; + + const link = document.createElement("a"); + link.className = "nav-link"; + link.href = `#${group.id}`; + link.innerHTML = `${headingText}: ${optionText}`; + + li.appendChild(link); + tocOptionsList.appendChild(li); + }); +} + +function updateTOC2ContentsList() { + const tocOptionsList = document.querySelector(TOC2_OPTIONS_LIST_QUERY); + const tocContentsList = document.querySelector(TOC2_CONTENTS_LIST_QUERY); + if (!tocContentsList || !tocOptionsList) return; + + const visibleHeaders = [...document.querySelectorAll(HEADING_QUERY)] + .filter((h) => h.offsetParent !== null); // only visible headings + + tocContentsList + .querySelectorAll("li.toc-entry.rocm-docs-selector-toc2-item") + .forEach((node) => node.remove()); + + if (visibleHeaders.length === 0) return; + + let lastH2Li = null; + + visibleHeaders.forEach((h) => { + const level = parseInt(h.tagName.substring(1), 10); + const li = document.createElement("li"); + li.className = `nav-item toc-entry toc-${h.tagName.toLowerCase()} rocm-docs-selector-toc2-item`; + + const a = document.createElement("a"); + a.className = "reference internal nav-link"; + const section = h.closest("section"); + const fallbackId = section ? section.id : ""; + a.href = h.id ? `#${h.id}` : fallbackId ? `#${fallbackId}` : "#"; + a.textContent = h.cloneNode(true).childNodes[0].textContent.trim(); + li.appendChild(a); + + // Nest logic: h3+ belong to last h2's inner list + if (level === 2) { + tocContentsList.appendChild(li); + lastH2Li = li; + } else if (level === 3 && lastH2Li) { + // ensure nested UL exists + let innerUl = lastH2Li.querySelector("ul"); + if (!innerUl) { + innerUl = document.createElement("ul"); + innerUl.className = "nav section-nav flex-column"; + lastH2Li.appendChild(innerUl); + } + innerUl.appendChild(li); + } else { + tocContentsList.appendChild(li); + } + }); +} + +function updateVisibility() { + document.querySelectorAll(COND_QUERY).forEach((elem) => { + if (shouldBeShown(elem)) { + show(elem); + } else { + hide(elem); + } + }); + + updateTOC2OptionsList(); + updateTOC2ContentsList(); +} + +function init() { + const selectorOptions = document.querySelectorAll(OPTION_QUERY); + + const initialState = {}; + + // Attach listeners and gather defaults + selectorOptions.forEach((option) => { + validateOptionElem(option); + + option.addEventListener("click", handleOptionSelect); + option.addEventListener("keydown", (e) => { + if (e.key === "Enter" || e.key === " ") { + e.preventDefault(); + handleOptionSelect(e); + } + }); + + if (isDefaultOption(option)) { + select(option); + const { selectorKey: key, selectorValue: value } = option.dataset; + if (key && value) { + initialState[key] = value; + } + } + }); + + setState(initialState); + updateVisibility(); + + document.dispatchEvent(new CustomEvent(READY_EVENT)); +} + +function domReady(callback) { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback, { once: true }); + } +} + +// window.rocmDocsSelector = { +// setState, +// getState, +// }; + +// Initialize when DOM is ready +domReady(init); diff --git a/docs/extension/rocm_docs_custom/static/table.css b/docs/extension/rocm_docs_custom/static/table.css new file mode 100644 index 000000000..0b0b6ec23 --- /dev/null +++ b/docs/extension/rocm_docs_custom/static/table.css @@ -0,0 +1,35 @@ +html { + --rocm-docs-table-bg-color: var(--pst-color-background); + --rocm-docs-table-head-bg-color: var(--pst-color-surface); + /* --rocm-docs-table-border-radius: 2rem; */ +} + +html[data-theme="light"] { + --rocm-docs-table-border-color: var(--pst-gray-400); + --rocm-docs-table-shadow: 0 1px 3px rgba(0, 0, 0, 0.1); +} + +html[data-theme="dark"] { + --rocm-docs-table-border-color: var(--pst-color-border); + --rocm-docs-table-shadow: 0 1px 3px rgba(0, 0, 0, 0.3); +} + +.rocm-docs-table { + /* border-radius: var(--rocm-docs-table-border-radius); */ + box-shadow: var(--rocm-docs-table-shadow); +} + +.rocm-docs-table thead th { + position: sticky; + top: 47px; /* 3rem (== 48px) causes a tiny gap */ + box-shadow: inset 0 -2px var(--rocm-docs-table-border-color); +} + +.rocm-docs-table th { + background-color: var(--rocm-docs-table-head-bg-color); + border: 2px solid var(--rocm-docs-table-border-color); +} +.rocm-docs-table td { + background-color: var(--rocm-docs-table-bg-color); + border: 2px solid var(--rocm-docs-table-border-color) !important; +} diff --git a/docs/extension/rocm_docs_custom/table.py b/docs/extension/rocm_docs_custom/table.py new file mode 100644 index 000000000..4338f70de --- /dev/null +++ b/docs/extension/rocm_docs_custom/table.py @@ -0,0 +1,9 @@ +from sphinx.util.docutils import SphinxDirective, directives, nodes +from pathlib import Path + +def setup(app): + static_assets_dir = Path(__file__).parent / "static" + app.config.html_static_path.append(str(static_assets_dir)) + app.add_css_file("table.css") + + return {"version": "1.0", "parallel_read_safe": True} diff --git a/docs/extension/rocm_docs_custom/templates/selector-toc2.html b/docs/extension/rocm_docs_custom/templates/selector-toc2.html new file mode 100644 index 000000000..ca0bff77d --- /dev/null +++ b/docs/extension/rocm_docs_custom/templates/selector-toc2.html @@ -0,0 +1,20 @@ +
+ + Options +
+ +
+ + Contents +
+ diff --git a/docs/extension/rocm_docs_custom/utils.py b/docs/extension/rocm_docs_custom/utils.py new file mode 100644 index 000000000..295c1f759 --- /dev/null +++ b/docs/extension/rocm_docs_custom/utils.py @@ -0,0 +1,30 @@ +import json +import html + +def normalize_key(key): + return key.replace(" ", "_").lower().strip() + +def kv_to_data_attr(name, kv_str, separator="="): + """ + Convert key=value pairs delimited by spaces to stringified JSON. + Format it as an HTML data attribute. + + Args: + name: Name of the data attribute; it will be prefixed with "data-". + condition_str: String in format "key=value os=ubuntu". + + Example output: + 'data-show-when="{"os": "ubuntu"}"' + """ + pairs = {} + for token in kv_str.split(): + token = token.strip() + if not token or separator not in token: + continue + + key, value = token.split(separator, 1) + if key and value: + pairs.setdefault(key, []).append(value.strip()) + + return f'data-{name}="{html.escape(json.dumps(pairs))}"' if pairs else "" + diff --git a/docs/index.md b/docs/index.md deleted file mode 100644 index 4f4c2fd2c..000000000 --- a/docs/index.md +++ /dev/null @@ -1,73 +0,0 @@ ---- -myst: - html_meta: - "description": "Start building for HPC and AI with the performance-first AMD ROCm software stack. Explore how-to guides and reference docs." - "keywords": "Radeon, open, compute, platform, install, how, conceptual, reference, home, docs" ---- - -# AMD ROCm documentation - -ROCm is an open-source software platform optimized to extract HPC and AI workload -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) - -ROCm supports multiple programming languages and programming interfaces such as -{doc}`HIP (Heterogeneous-Compute Interface for Portability)`, OpenCL, -and OpenMP, as explained in the [Programming guide](./how-to/programming_guide.rst). - -If you're using AMD Radeon GPUs or Ryzen APUs in a workstation setting with a display connected, review [ROCm on Radeon and Ryzen documentation](https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/index.html). - -ROCm documentation is organized into the following categories: - -::::{grid} 1 2 2 2 -:gutter: 3 -:class-container: rocm-doc-grid - -:::{grid-item-card} Install -:class-body: rocm-card-banner rocm-hue-2 - -* {doc}`ROCm on Linux ` -* {doc}`HIP SDK on Windows ` -* [ROCm on Radeon GPUs](https://rocm.docs.amd.com/projects/radeon/en/latest/index.html) -* {doc}`Deep learning frameworks ` -* {doc}`Build from source ` -::: - -:::{grid-item-card} How to -:class-body: rocm-card-banner rocm-hue-12 - -* [Use ROCm for AI](./how-to/rocm-for-ai/index.rst) -* [AI tutorials](https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/) -* [Use ROCm for HPC](./how-to/rocm-for-hpc/index.rst) -* [System optimization](./how-to/system-optimization/index.rst) -* [AMD Instinct MI300X performance validation and tuning](./how-to/tuning-guides/mi300x/index.rst) -* [System debugging](./how-to/system-debugging.md) -* [Use advanced compiler features](./conceptual/compiler-topics.md) -* [Set the number of CUs](./how-to/setting-cus) -* [Troubleshoot BAR access limitation](./how-to/Bar-Memory.rst) -* [ROCm examples](https://github.com/amd/rocm-examples) -::: - -:::{grid-item-card} Conceptual -:class-body: rocm-card-banner rocm-hue-8 - -* [GPU architecture overview](./conceptual/gpu-arch.md) -* [File structure (Linux FHS)](./conceptual/file-reorg.md) -* [GPU isolation techniques](./conceptual/gpu-isolation.md) -* [Using CMake](./conceptual/cmake-packages.rst) -* [Inception v3 with PyTorch](./conceptual/ai-pytorch-inception.md) -::: - -:::{grid-item-card} Reference -:class-body: rocm-card-banner rocm-hue-6 - -* [ROCm libraries](./reference/api-libraries.md) -* [ROCm tools, compilers, and runtimes](./reference/rocm-tools.md) -* [Accelerator and GPU hardware specifications](./reference/gpu-arch-specs.rst) -* [Data types and precision support](./reference/precision-support.rst) -* [Graph safe support](./reference/graph-safe-support.rst) - -::: - -:::: diff --git a/docs/index.rst b/docs/index.rst new file mode 100644 index 000000000..4b053493f --- /dev/null +++ b/docs/index.rst @@ -0,0 +1,89 @@ +.. meta:: + :description: Learn what ROCm is – AMD's open software stack for GPU programming, including runtimes, compilers, libraries, and tools for Linux and Windows. + :keywords: ROCm, AMD, GPU computing, ROCm Core SDK, ROCm components, TheRock, ROCm architecture, HPC, AI, machine learning, ROCm runtime + +**************************** +AMD ROCm 7.9.0 documentation +**************************** + +AMD ROCm is an open, modular, and high‑performance GPU software ecosystem — +built collaboratively with the community, maintained transparently, and +optimized for consistent, scalable performance across data centers, desktops, +and edge devices. + +ROCm 7.9.0 is a technology preview release built with +`TheRock `__, AMD’s new open build and release +system. +This preview introduces a new modular build workflow that will become standard +in the near future. The existing monolithic release process will continue to be +used in the production ROCm 7.0 stream during this transition period until the +modular workflow fully replaces it. See the :ref:`release notes +` for more information. + +What is ROCm? +============= + +ROCm is AMD’s open software stack for GPU‑accelerated computing. It provides +the tools needed to program AMD GPUs — including runtimes, compilers, +performance and system utilities, and optimized math and compute libraries. The +wider ROCm ecosystem includes ROCm‑enabled HPC applications and deep learning +frameworks such as PyTorch. + +**Some key features:** + +* **Open source** -- Transparent development driven by community feedback +* **Cross‑platform** -- Supports Linux and Windows environments +* **Comprehensive** -- End‑to‑end toolchain from compilers to libraries +* **Performance‑focused** -- Tuned for AMD Instinct™, AMD Radeon™, and AMD Ryzen™ architectures + +.. image:: data/rocm-ontology.png + :align: center + :alt: ROCm software ecosystem and components illustration + +ROCm supports AMD GPU architectures spanning data center, workstation, and APU +categories. TheRock enables a unified ROCm user‑space experience across +devices. + +* **AMD Instinct GPUs** -- Purpose‑built for large‑scale compute, AI training, and HPC workloads. + +* **AMD Radeon GPUs and AMD Ryzen AI APUs** -- Designed for workstations, desktop computing, and edge AI applications. + +.. note:: + + This release supports a limited number GPU models. Hardware support will be + expanded with future releases. + +What’s changing +=============== + +ROCm is evolving to improve flexibility, maintainability, and +use‑case alignment. + +* **Leaner core** – The Core SDK focuses on essential runtime and development components. +* **Use case‑specific expansions** – Optional domain‑specific SDKs for AI, data science, and HPC. +* **Modular installation** – Install only the components required for your workflow. + +This approach streamlines installation, reduces footprint, and accelerates +innovation through independently released packages. + +ROCm Core SDK +------------- + +The ROCm Core SDK provides the foundational components that power the ROCm +ecosystem — runtimes, compilers, math libraries, and system utilities for GPGPU +computing. + +.. image:: data/rocm-sdk-arch.png + :align: center + :alt: ROCm Core SDK internal architecture illustration + +The TheRock infrastructure keeps these components modular, consistent, and easy +to integrate across configurations. + +Getting started +=============== + +* See the release notes -- :doc:`/about/release-notes` -- to learn about the latest + changes and current system compatibility information. + +* Follow :doc:`/install/rocm` to set up ROCm on your system. diff --git a/docs/install/compatibility-matrix.md b/docs/install/compatibility-matrix.md new file mode 100644 index 000000000..e981c38cc --- /dev/null +++ b/docs/install/compatibility-matrix.md @@ -0,0 +1,1054 @@ +# ROCm compatibility matrix + +To plan your [ROCm 7.9.0 installation](rocm), use the following selector to +view ROCm compatibility and system requirements information for your AMD +hardware configuration. + +````{selector} AMD product family +:key: plat + +```{selector-option} Instinct GPU +:value: instinct +:width: 6 +``` + +```{selector-option} Ryzen APU +:value: ryzen +:width: 6 +``` +```` + +`````{selected} plat=instinct +````{selector} Instinct GPU +:key: instinct-arch + +```{selector-option} Instinct MI355X, MI350X +:value: gfx950 +``` + +```{selector-option} Instinct MI325X, MI300X, MI300A +:value: gfx942 +``` +```` + +````{selector} Operating system +:key: instinct-os + +```{selector-option} Ubuntu +:value: ubuntu +:icon: fab fa-ubuntu fa-lg +``` + +```{selector-option} Red Hat Enterprise Linux +:value: rhel +:icon: fab fa-redhat fa-lg +``` +```` +````` + +`````{selected} plat=ryzen +````{selector} Ryzen APU +:key: ryzen-arch + +```{selector-option} Ryzen AI Max+ PRO 395, 390, 385, 380 +:value: ryzen-ai-max-pro +:width: 7 +``` + +```{selector-option} Ryzen AI Max 395, 390, 385 +:value: ryzen-ai-max +:width: 5 +``` +```` + +````{selector} Operating system +:key: ryzen-os + +```{selector-option} Ubuntu +:value: ubuntu +:icon: fab fa-ubuntu fa-lg +``` + +```{selector-option} Windows +:value: windows +:icon: fab fa-windows fa-lg +``` +```` +````` + +### Hardware, software, and firmware requirements + +ROCm depends on a coordinated stack of compatible firmware, driver, and user +space components. Maintaining version alignment between these layers ensures +correct GPU operation and performance, especially for AMD data center products. +Future preview release will expand hardware and operating system coverage. + +:::::{selected} plat=instinct +::::{selected} instinct-arch=gfx950 +:::{selected} instinct-os=ubuntu + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Instinct MI350 Series

+ 		+

Instinct MI355X, MI350X

+
+

Architecture

+ 		+

CDNA4

+
+

LLVM target

+ 		+

gfx950

+
+

Supported Ubuntu versions

+ 		+

Ubuntu 24.04.3 (GA kernel: 6.8)

+

Ubuntu 22.04.5 (GA kernel: 5.15)

+
+

Supported AMD GPU Driver versions

+ 		+

30.10, 30.10.1, 30.10.2

+
+

Supported PLDM bundle (firmware) versions

+ 		+

01.25.15.02, 01.25.13.09

+
+::: + +:::{selected} instinct-os=rhel + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Instinct MI350 Series

+ 		+

Instinct MI355X, MI350X

+
+

Architecture

+ 		+

CDNA4

+
+

LLVM target

+ 		+

gfx950

+
+

Supported RHEL versions

+ 		+

RHEL 10.0 (kernel: 6.12.0-55)

+

RHEL 9.6 (kernel: 5.14.0-570)

+
+

Supported AMD GPU Driver versions

+ 		+

30.10, 30.10.1, 30.10.2

+
+

Supported PLDM bundle (firmware) versions

+ 		+

01.25.15.02, 01.25.13.09

+
+::: +:::: + +::::{selected} instinct-arch=gfx942 +:::{selected} instinct-os=ubuntu + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Instinct MI300 Series

+ 		+

Instinct MI325X, MI300X, MI300A

+
+

Architecture

+ 		+

CDNA3

+
+

LLVM target

+ 		+

gfx942

+
+

Supported Ubuntu versions

+ 		+

Ubuntu 24.04.3 (GA kernel: 6.8)

+

Ubuntu 22.04.5 (GA kernel: 5.15)

+
+

AMD GPU Driver versions

+ 		+

30.10, 30.10.1, 30.10.2

+
+

Supported PLDM bundle (firmware) versions

+ 		+

MI325X: 01.25.04.02, 01.25.03.03

+

MI300X: 01.25.03.12

+

MI300A: BKC 26, BKC 25

+
+::: + +:::{selected} instinct-os=rhel + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Instinct MI300 Series

+ 		+

Instinct MI325X, MI300X, MI300A

+
+

Architecture

+ 		+

CDNA3

+
+

LLVM target

+ 		+

gfx942

+
+

Supported RHEL versions

+ 		+

RHEL 10.0 (kernel: 6.12.0-55)

+

RHEL 9.6 (kernel: 5.14.0-570)

+
+

AMD GPU Driver versions

+ 		+

30.10, 30.10.1, 30.10.2

+
+

Supported PLDM bundle (firmware) versions

+ 		+

MI325X: 01.25.04.02, 01.25.03.03

+

MI300X: 01.25.03.12

+

MI300A: BKC 26, BKC 25

+
+::: +:::: +::::: + +:::::{selected} plat=ryzen +::::{selected} ryzen-arch=ryzen-ai-max-pro +:::{selected} ryzen-os=ubuntu + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Ryzen AI Max+ PRO 300 Series

+ 		+

Ryzen AI Max+ PRO 395, 390, 385, 380

+
+

Architecture

+ 		+

RDNA3.5

+
+

LLVM target

+ 		+

gfx1151

+
+

Supported Ubuntu version

+ 		+

Ubuntu 24.04.3 (HWE kernel: 6.14)

+
+

Supported kernel driver version

+ 		+

Inbox kernel driver in Ubuntu 24.04.3

+
+::: + +:::{selected} ryzen-os=windows + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Ryzen AI Max+ PRO 300 Series

+ 		+

Ryzen AI Max PRO 395, 390, 385, 380

+
+

Architecture

+ 		+

RDNA3.5

+
+

LLVM target

+ 		+

gfx1151

+
+

Supported Windows version

+ 		+

Windows 11 24H2

+
+

Supported Adrenalin Driver version

+ 		+

25.9.2

+
+::: +:::: + +::::{selected} ryzen-arch=ryzen-ai-max +:::{selected} ryzen-os=ubuntu + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Ryzen AI Max 300 Series

+ 		+

Ryzen AI Max 395, 390, 385

+
+

Architecture

+ 		+

RDNA3.5

+
+

LLVM target

+ 		+

gfx1151

+
+

Supported Ubuntu version

+ 		+

Ubuntu 24.04.3 (HWE kernel: 6.14)

+
+

Supported kernel driver version

+ 		+

Inbox kernel driver in Ubuntu 24.04.3

+
+::: + +:::{selected} ryzen-os=windows + + + + + + + + + + + + + + + + + + + + + + + +
+

AMD Ryzen AI Max 300 Series

+ 		+

Ryzen AI Max 395, 390, 385

+
+

Architecture

+ 		+

RDNA3.5

+
+

LLVM target

+ 		+

gfx1151

+
+

Supported Windows version

+ 		+

Windows 11 24H2

+
+

Supported Adrenalin Driver version

+ 		+

25.9.2

+
+::: +:::: +::::: + +## Deep learning frameworks + +::::{selected} plat=instinct +ROCm 7.9.0 supports PyTorch 2.7.1 on Instinct data center GPUs. See +{ref}`790-install-pyt` for an example installation using pip. +:::: + +::::{selected} plat=ryzen +:::{selected} ryzen-os=ubuntu +ROCm 7.9.0 supports PyTorch 2.7.1 on Ubuntu on supported Ryzen APUs. See +{ref}`790-install-pyt` for an example installation using pip. +::: + +:::{selected} ryzen-os=windows +ROCm 7.9.0 supports PyTorch 2.9.0 on Windows on supported Ryzen AI APUs. See +{ref}`790-install-pyt` for an example installation using pip. +::: +:::: + +## ROCm Core SDK components + +:::{selected} plat=instinct +The following table lists ROCm Core SDK components supported on Instinct GPUs +and Linux in the ROCm 7.9.0 release. Additional components will be added in +future releases. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Component group

+ 		+

Component name

+
+

Runtime and compilers

+ 		+ + HIP + +
+ + HIPIFY + +
+ + LLVM + +
+ + ROCr Runtime + +
+

Control and monitoring

+ 		+ + AMD SMI + +
+ + rocminfo + +
+

System utilities, profiling, and debugging

+ 		+ + ROCm CMake + +
+ + ROCprofiler-SDK + +
+

Math and compute libraries

+ 		+ + rocBLAS + +
+ + hipBLAS + +
+ + hipBLASLt + +
+ + rocFFT + +
+ + hipFFT + +
+ + rocRAND + +
+ + hipRAND + +
+ + rocSOLVER + +
+ + hipSOLVER + +
+ + rocSPARSE + +
+ + hipSPARSE + +
+ + rocPRIM + +
+ + rocThrust + +
+ + hipCUB + +
+ + MIOpen + +
+

Communication libraries

+ 		+ + RCCL + +
+::: +::::{selected} plat=ryzen +:::{selected} ryzen-os=ubuntu +The following table lists ROCm Core SDK components supported on Ryzen AI APUs +and Ubuntu in the ROCm 7.9.0 release. Additional components will be added in +future releases. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Component group

+ 		+

Component name

+
+

Runtime and compilers

+ 		+ + HIP + +
+ + HIPIFY + +
+ + LLVM + +
+ + ROCr Runtime + +
+

Control and monitoring

+ 		+ + AMD SMI + +
+ + rocminfo + +
+

System utilities, profiling, and debugging

+ 		+ + ROCm CMake + +
+ + ROCprofiler-SDK + +
+

Math and compute libraries

+ 		+ + rocBLAS + +
+ + hipBLAS + +
+ + hipBLASLt + +
+ + rocFFT + +
+ + hipFFT + +
+ + rocRAND + +
+ + hipRAND + +
+ + rocSOLVER + +
+ + hipSOLVER + +
+ + rocSPARSE + +
+ + hipSPARSE + +
+ + rocPRIM + +
+ + rocThrust + +
+ + hipCUB + +
+

Communication libraries

+ 		+ + RCCL + +
+::: +:::{selected} ryzen-os=windows +The following table lists ROCm Core SDK components supported on Ryzen AI APUs +and Windows in the ROCm 7.9.0 release. Additional components will be added in +future releases. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+

Component group

+ 		+

Component name

+
+

Runtime and compilers

+ 		+ HIP +
+ HIPIFY +
+ LLVM +
+

System utilities, profiling, and debugging

+ 		+ ROCm CMake +
+

Math and compute libraries

+ 		+ rocBLAS +
+ hipBLAS +
+ hipBLASLt +
+ rocFFT +
+ hipFFT +
+ rocRAND +
+ hipRAND +
+ rocSOLVER +
+ hipSOLVER +
+ rocSPARSE +
+ hipSPARSE +
+ rocPRIM +
+ rocThrust +
+ hipCUB +
+::: +:::: diff --git a/docs/install/includes/1_rhel-10.0-tar-prerequisites.md b/docs/install/includes/1_rhel-10.0-tar-prerequisites.md new file mode 100644 index 000000000..5f038db69 --- /dev/null +++ b/docs/install/includes/1_rhel-10.0-tar-prerequisites.md @@ -0,0 +1,21 @@ +1. Register your Enterprise Linux. + + ```bash + subscription-manager register --username --password + ``` + +2. Update your Enterprise Linux. + + ```bash + sudo dnf update --releasever=10.0 --exclude=\*release\* + ``` + +3. Configure permissions for GPU access. + + ```bash + sudo usermod -a -G render,video $LOGNAME # Add the current user to the render and video groups + ``` + + ```{note} + To apply all settings, reboot your system. + ``` diff --git a/docs/install/includes/1_rhel-10.0-wheel-prerequisites.md b/docs/install/includes/1_rhel-10.0-wheel-prerequisites.md new file mode 100644 index 000000000..9db9104cf --- /dev/null +++ b/docs/install/includes/1_rhel-10.0-wheel-prerequisites.md @@ -0,0 +1,27 @@ +1. Register your Enterprise Linux. + + ```bash + subscription-manager register --username --password + ``` + +2. Update your Enterprise Linux. + + ```bash + sudo dnf update --releasever=10.0 --exclude=\*release\* + ``` + +3. Install Python 3.12 or 3.13. + + ```bash + sudo dnf install python3.12 python3.12-pip + ``` + +4. Configure permissions for GPU access. + + ```bash + sudo usermod -a -G render,video $LOGNAME # Add the current user to the render and video groups + ``` + + ```{note} + To apply all settings, reboot your system. + ``` diff --git a/docs/install/includes/1_rhel-9.6-tar-prerequisites.md b/docs/install/includes/1_rhel-9.6-tar-prerequisites.md new file mode 100644 index 000000000..d9ab47ae5 --- /dev/null +++ b/docs/install/includes/1_rhel-9.6-tar-prerequisites.md @@ -0,0 +1,22 @@ +1. Register your Enterprise Linux. + + ```bash + subscription-manager register --username --password + sudo subscription-manager attach --auto + ``` + +2. Update your Enterprise Linux. + + ```bash + sudo dnf update --releasever=9.6 --exclude=\*release\* + ``` + +3. Configure permissions for GPU access. + + ```bash + sudo usermod -a -G render,video $LOGNAME # Add the current user to the render and video groups + ``` + + ```{note} + To apply all settings, reboot your system. + ``` diff --git a/docs/install/includes/1_rhel-9.6-wheel-prerequisites.md b/docs/install/includes/1_rhel-9.6-wheel-prerequisites.md new file mode 100644 index 000000000..01863567b --- /dev/null +++ b/docs/install/includes/1_rhel-9.6-wheel-prerequisites.md @@ -0,0 +1,28 @@ +1. Register your Enterprise Linux. + + ```bash + subscription-manager register --username --password + sudo subscription-manager attach --auto + ``` + +2. Update your Enterprise Linux. + + ```bash + sudo dnf update --releasever=9.6 --exclude=\*release\* + ``` + +3. Install Python 3.11, 3.12 or 3.13. + + ```bash + sudo dnf install python3.11 python3.11-pip + ``` + +4. Configure permissions for GPU access. + + ```bash + sudo usermod -a -G render,video $LOGNAME # Add the current user to the render and video groups + ``` + + ```{note} + To apply all settings, reboot your system. + ``` diff --git a/docs/install/includes/1_ubuntu-22.04-wheel-prerequisites.md b/docs/install/includes/1_ubuntu-22.04-wheel-prerequisites.md new file mode 100644 index 000000000..188a21155 --- /dev/null +++ b/docs/install/includes/1_ubuntu-22.04-wheel-prerequisites.md @@ -0,0 +1,15 @@ +1. Install Python 3.11. + + ```bash + sudo apt install python3.11 python3.11-venv + ``` + +2. Configure permissions for GPU access. + + ```bash + sudo usermod -a -G render,video $LOGNAME # Add the current user to the render and video groups + ``` + + ```{note} + To apply all settings, reboot your system. + ``` diff --git a/docs/install/includes/1_ubuntu-24.04-wheel-prerequisites.md b/docs/install/includes/1_ubuntu-24.04-wheel-prerequisites.md new file mode 100644 index 000000000..aeda10ccb --- /dev/null +++ b/docs/install/includes/1_ubuntu-24.04-wheel-prerequisites.md @@ -0,0 +1,15 @@ +1. Install Python 3.12 or 3.13. + + ```bash + sudo apt install python3.12 python3.12-venv + ``` + +2. Configure permissions for GPU access. + + ```bash + sudo usermod -a -G render,video $LOGNAME # Add the current user to the render and video groups + ``` + + ```{note} + To apply all settings, reboot your system. + ``` diff --git a/docs/install/includes/1_ubuntu-tar-prerequisites.md b/docs/install/includes/1_ubuntu-tar-prerequisites.md new file mode 100644 index 000000000..202773a59 --- /dev/null +++ b/docs/install/includes/1_ubuntu-tar-prerequisites.md @@ -0,0 +1,9 @@ +Configure permissions for GPU access. + +```bash +sudo usermod -a -G render,video $LOGNAME # Add the current user to the render and video groups +``` + +```{note} +To apply all settings, reboot your system. +``` diff --git a/docs/install/includes/1_windows-tar-prerequisites.md b/docs/install/includes/1_windows-tar-prerequisites.md new file mode 100644 index 000000000..82e0d33c4 --- /dev/null +++ b/docs/install/includes/1_windows-tar-prerequisites.md @@ -0,0 +1,6 @@ +1. Remove any existing HIP SDK installations and other + conflicting AMD graphics software. + +2. Install the [Adrenalin Driver version + 25.9.2](https://www.amd.com/en/resources/support-articles/release-notes/RN-RAD-WIN-25-9-2.html). + For instructions, see [Install AMD Software: Adrenalin Edition](https://www.amd.com/en/resources/support-articles/faqs/RSX2-INSTALL.html). diff --git a/docs/install/includes/1_windows-wheel-prerequisites.md b/docs/install/includes/1_windows-wheel-prerequisites.md new file mode 100644 index 000000000..541d78d52 --- /dev/null +++ b/docs/install/includes/1_windows-wheel-prerequisites.md @@ -0,0 +1,8 @@ +1. Remove any existing HIP SDK installations and other + conflicting AMD graphics software. + +2. Install the [Adrenalin Driver version + 25.9.2](https://www.amd.com/en/resources/support-articles/release-notes/RN-RAD-WIN-25-9-2.html). + For instructions, see [Install AMD Software: Adrenalin Edition](https://www.amd.com/en/resources/support-articles/faqs/RSX2-INSTALL.html). + +3. Install a supported Python version: 3.11, 3.12, or 3.13. diff --git a/docs/install/includes/2_rhel-instinct-install-kmd.md b/docs/install/includes/2_rhel-instinct-install-kmd.md new file mode 100644 index 000000000..d20fbd683 --- /dev/null +++ b/docs/install/includes/2_rhel-instinct-install-kmd.md @@ -0,0 +1,6 @@ +For information about driver compatibility, see the {doc}`compatibility-matrix`. + +For information about the AMD GPU driver installation, see the +[RHEL native +installation](https://instinct.docs.amd.com/projects/amdgpu-docs/en/latest/install/detailed-install/package-manager/package-manager-rhel.html) +in the AMD Instinct Data Center GPU Documentation. diff --git a/docs/install/includes/2_ubuntu-instinct-install-kmd.md b/docs/install/includes/2_ubuntu-instinct-install-kmd.md new file mode 100644 index 000000000..dba7368de --- /dev/null +++ b/docs/install/includes/2_ubuntu-instinct-install-kmd.md @@ -0,0 +1,6 @@ +For information about driver compatibility, see the {doc}`compatibility-matrix`. + +For information about the AMD GPU driver installation, see the +[Ubuntu native +installation](https://instinct.docs.amd.com/projects/amdgpu-docs/en/latest/install/detailed-install/package-manager/package-manager-ubuntu.html) +in the AMD Instinct Data Center GPU Documentation. diff --git a/docs/install/includes/3_tar-gfx1151-install-rocm.md b/docs/install/includes/3_tar-gfx1151-install-rocm.md new file mode 100644 index 000000000..fc9742d81 --- /dev/null +++ b/docs/install/includes/3_tar-gfx1151-install-rocm.md @@ -0,0 +1,20 @@ +1. Create the installation directory. For example: + + ```bash + mkdir therock-tarball && cd therock-tarball + ``` + + ```{note} + Subsequent commands assume you're working with the + `therock-tarball` directory. + If you choose a different directory name, adjust the + subsequent commands accordingly. + ``` + +2. Download and unpack the tarball. + + ```bash + wget https://repo.amd.com/rocm/tarball/therock-dist-linux-gfx1151-7.9.0rc1.tar.gz + mkdir install + tar -xf *.tar.gz -C install + ``` diff --git a/docs/install/includes/3_tar-gfx942-install-rocm.md b/docs/install/includes/3_tar-gfx942-install-rocm.md new file mode 100644 index 000000000..e8498170a --- /dev/null +++ b/docs/install/includes/3_tar-gfx942-install-rocm.md @@ -0,0 +1,20 @@ +1. Create the installation directory. For example: + + ```bash + mkdir therock-tarball && cd therock-tarball + ``` + + ```{note} + Subsequent commands assume you're working with the + `therock-tarball` directory. + If you choose a different directory name, adjust the + subsequent commands accordingly. + ``` + +2. Download and unpack the tarball. + + ```bash + wget https://repo.amd.com/rocm/tarball/therock-dist-linux-gfx94X-dcgpu-7.9.0rc1.tar.gz + mkdir install + tar -xf *.tar.gz -C install + ``` diff --git a/docs/install/includes/3_tar-gfx950-install-rocm.md b/docs/install/includes/3_tar-gfx950-install-rocm.md new file mode 100644 index 000000000..93da568a2 --- /dev/null +++ b/docs/install/includes/3_tar-gfx950-install-rocm.md @@ -0,0 +1,20 @@ +1. Create the installation directory. For example: + + ```bash + mkdir therock-tarball && cd therock-tarball + ``` + + ```{note} + Subsequent commands assume you're working with the + `therock-tarball` directory. + If you choose a different directory name, adjust the + subsequent commands accordingly. + ``` + +2. Download and unpack the tarball. + + ```bash + wget https://repo.amd.com/rocm/tarball/therock-dist-linux-gfx950-dcgpu-7.9.0rc1.tar.gz + mkdir install + tar -xf *.tar.gz -C install + ``` diff --git a/docs/install/includes/3_wheel-gfx1151-install-rocm.md b/docs/install/includes/3_wheel-gfx1151-install-rocm.md new file mode 100644 index 000000000..744077338 --- /dev/null +++ b/docs/install/includes/3_wheel-gfx1151-install-rocm.md @@ -0,0 +1,12 @@ +1. Set up your Python virtual environment. + + ```bash + python3.12 -m venv .venv + source .venv/bin/activate + ``` + +2. Install ROCm wheels packages. + + ```bash + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx1151/ "rocm[libraries,devel]" + ``` diff --git a/docs/install/includes/3_wheel-gfx942-install-rocm-py311.md b/docs/install/includes/3_wheel-gfx942-install-rocm-py311.md new file mode 100644 index 000000000..38ad0de95 --- /dev/null +++ b/docs/install/includes/3_wheel-gfx942-install-rocm-py311.md @@ -0,0 +1,12 @@ +1. Set up your Python virtual environment. + + ```bash + python3.11 -m venv .venv + source .venv/bin/activate + ``` + +2. Install ROCm wheels packages. + + ```bash + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx94X-dcgpu/ "rocm[libraries,devel]" + ``` diff --git a/docs/install/includes/3_wheel-gfx942-install-rocm.md b/docs/install/includes/3_wheel-gfx942-install-rocm.md new file mode 100644 index 000000000..65f130c4f --- /dev/null +++ b/docs/install/includes/3_wheel-gfx942-install-rocm.md @@ -0,0 +1,12 @@ +1. Set up your Python virtual environment. + + ```bash + python3.12 -m venv .venv + source .venv/bin/activate + ``` + +2. Install ROCm wheels packages. + + ```bash + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx94X-dcgpu/ "rocm[libraries,devel]" + ``` diff --git a/docs/install/includes/3_wheel-gfx950-install-rocm-py311.md b/docs/install/includes/3_wheel-gfx950-install-rocm-py311.md new file mode 100644 index 000000000..93397dd3f --- /dev/null +++ b/docs/install/includes/3_wheel-gfx950-install-rocm-py311.md @@ -0,0 +1,12 @@ +1. Set up your Python virtual environment. + + ```bash + python3.11 -m venv .venv + source .venv/bin/activate + ``` + +2. Install ROCm wheels packages. + + ```bash + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx950-dcgpu/ "rocm[libraries,devel]" + ``` diff --git a/docs/install/includes/3_wheel-gfx950-install-rocm.md b/docs/install/includes/3_wheel-gfx950-install-rocm.md new file mode 100644 index 000000000..e051263c3 --- /dev/null +++ b/docs/install/includes/3_wheel-gfx950-install-rocm.md @@ -0,0 +1,12 @@ +1. Set up your Python virtual environment. + + ```bash + python3.12 -m venv .venv + source .venv/bin/activate + ``` + +2. Install ROCm wheels packages. + + ```bash + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx950-dcgpu/ "rocm[libraries,devel]" + ``` diff --git a/docs/install/includes/3_windows-tar-install-rocm.md b/docs/install/includes/3_windows-tar-install-rocm.md new file mode 100644 index 000000000..96c39b1d6 --- /dev/null +++ b/docs/install/includes/3_windows-tar-install-rocm.md @@ -0,0 +1,47 @@ +```{important} +- Do not copy/replace the ROCm-SDK compiler and runtime DLLs to +`System32` as this can cause conflicts. + +- Disable the following Windows security features as they + can interfere with ROCm functionality: + + - Turn off WDAG (Windows Defender Application Guard) + - Control Panel > Programs > Programs and Features > Turn Windows features on or off > **Deselect** "Microsoft Defender Application Guard" + - Turn off SAC (Smart App Control) + - Settings > Privacy & security > Windows Security > App & browser control > Smart App Control settings > **Off** +``` + +1. Create the installation directory in `C:\TheRock\build`. + + ```{note} + Subsequent commands assume you're working with the + `C:\TheRock\build` directory. + ``` + +2. Download the tarball and extract the contents to + `C:\TheRock\build`. + + - Download link: [https://repo.amd.com/rocm/tarball/therock-dist-windows-gfx1151-7.9.0rc1.tar.gz](https://repo.amd.com/rocm/tarball/therock-dist-windows-gfx1151-7.9.0rc1.tar.gz) + +3. Set the following environment variables using the command + prompt as an administrator: + + ```bat + setx HIP_DEVICE_LIB_PATH “C:\TheRock\build\lib\llvm\amdgcn\bitcode” /M + setx HIP_PATH “C:\TheRock\build” /M + setx HIP_PLATFORM “amd” /M + setx LLVM_PATH “C:\TheRock\build\lib\llvm” /M + ``` + +4. Add the following paths into PATH environment variable using your system settings GUI. + + - `C:\TheRock\build\bin` + + - `C:\TheRock\build\lib\llvm\bin` + +5. Open a new command prompt window for the environment variables to take effect. Run `set` + to see the list of active variables. + + ```bat + set + ```` diff --git a/docs/install/includes/3_windows-wheel-install-rocm.md b/docs/install/includes/3_windows-wheel-install-rocm.md new file mode 100644 index 000000000..1a15f045c --- /dev/null +++ b/docs/install/includes/3_windows-wheel-install-rocm.md @@ -0,0 +1,12 @@ +1. Set up your Python virtual environment. + + ```bash + python3.12 -m venv .venv + .venv\Scripts\activate + ``` + +2. Install ROCm wheels packages. + + ```bash + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx1151/ "rocm[libraries,devel]" + ``` diff --git a/docs/install/includes/4_linux-tar-post-install.md b/docs/install/includes/4_linux-tar-post-install.md new file mode 100644 index 000000000..f194d1863 --- /dev/null +++ b/docs/install/includes/4_linux-tar-post-install.md @@ -0,0 +1,55 @@ +1. Configure ROCm PATH. Make sure you're in the `therock-tarball` directory before proceeding. + + ```bash + export ROCM_PATH=$PWD + export PATH=$PATH:$ROCM_PATH/install/bin + ``` + +2. Configure `LD_LIBRARY_PATH`. + + ```bash + export LD_LIBRARY_PATH=$ROCM_PATH/install/lib + ``` + +3. Verify the ROCm installation. + + ```bash + rocminfo + amd-smi + ``` + + ```{eval-rst} + + .. dropdown:: Example output of ``rocminfo`` + + .. code-block:: shell-session + + ROCk module is loaded + ===================== + HSA System Attributes + ===================== + Runtime Version: 1.18 + Runtime Ext Version: 1.14 + System Timestamp Freq.: 1000.000000MHz + Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count) + Machine Model: LARGE + System Endianness: LITTLE + Mwaitx: DISABLED + XNACK enabled: NO + DMAbuf Support: YES + VMM Support: YES + + ========== + HSA Agents + ========== + ******* + Agent 1 + ******* + Name: AMD RYZEN AI MAX+ PRO 395 w/ Radeon 8060S + Uuid: CPU-XX + Marketing Name: AMD RYZEN AI MAX+ PRO 395 w/ Radeon 8060S + Vendor Name: CPU + + [output truncated] + ``` + diff --git a/docs/install/includes/4_rhel-wheel-post-install.md b/docs/install/includes/4_rhel-wheel-post-install.md new file mode 100644 index 000000000..17e1bba39 --- /dev/null +++ b/docs/install/includes/4_rhel-wheel-post-install.md @@ -0,0 +1,72 @@ +1. Verify the ROCm installation. + + ```bash + rocminfo + amd-smi + ``` + + ```{eval-rst} + + .. dropdown:: Example output of ``rocminfo`` + + .. code-block:: shell-session + + ROCk module is loaded + ===================== + HSA System Attributes + ===================== + Runtime Version: 1.18 + Runtime Ext Version: 1.14 + System Timestamp Freq.: 1000.000000MHz + Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count) + Machine Model: LARGE + System Endianness: LITTLE + Mwaitx: DISABLED + XNACK enabled: NO + DMAbuf Support: YES + VMM Support: YES + + ========== + HSA Agents + ========== + ******* + Agent 1 + ******* + Name: AMD RYZEN AI MAX+ PRO 395 w/ Radeon 8060S + Uuid: CPU-XX + Marketing Name: AMD RYZEN AI MAX+ PRO 395 w/ Radeon 8060S + Vendor Name: CPU + + [output truncated] + ``` + +2. Inspect your ROCm installation in your Python environment. + + ```bash + pip freeze | grep rocm + which rocm-sdk + ls .venv/bin + ``` + +3. Test your ROCm installation. + + ```bash + rocm-sdk targets + rocm-sdk path --cmake + rocm-sdk path --bin + rocm-sdk path --root + rocm-sdk test + ``` + + To learn more about the `rocm-sdk` tool and to see example expected outputs, + see [Using ROCm Python packages + (TheRock)](https://github.com/ROCm/TheRock/blob/main/RELEASES.md#using-rocm-python-packages). + +````{tip} +If you need to deactivate your Python virtual environment when finished, +run: + +```shell +deactivate +``` +```` diff --git a/docs/install/includes/4_ubuntu-wheel-post-install.md b/docs/install/includes/4_ubuntu-wheel-post-install.md new file mode 100644 index 000000000..17e1bba39 --- /dev/null +++ b/docs/install/includes/4_ubuntu-wheel-post-install.md @@ -0,0 +1,72 @@ +1. Verify the ROCm installation. + + ```bash + rocminfo + amd-smi + ``` + + ```{eval-rst} + + .. dropdown:: Example output of ``rocminfo`` + + .. code-block:: shell-session + + ROCk module is loaded + ===================== + HSA System Attributes + ===================== + Runtime Version: 1.18 + Runtime Ext Version: 1.14 + System Timestamp Freq.: 1000.000000MHz + Sig. Max Wait Duration: 18446744073709551615 (0xFFFFFFFFFFFFFFFF) (timestamp count) + Machine Model: LARGE + System Endianness: LITTLE + Mwaitx: DISABLED + XNACK enabled: NO + DMAbuf Support: YES + VMM Support: YES + + ========== + HSA Agents + ========== + ******* + Agent 1 + ******* + Name: AMD RYZEN AI MAX+ PRO 395 w/ Radeon 8060S + Uuid: CPU-XX + Marketing Name: AMD RYZEN AI MAX+ PRO 395 w/ Radeon 8060S + Vendor Name: CPU + + [output truncated] + ``` + +2. Inspect your ROCm installation in your Python environment. + + ```bash + pip freeze | grep rocm + which rocm-sdk + ls .venv/bin + ``` + +3. Test your ROCm installation. + + ```bash + rocm-sdk targets + rocm-sdk path --cmake + rocm-sdk path --bin + rocm-sdk path --root + rocm-sdk test + ``` + + To learn more about the `rocm-sdk` tool and to see example expected outputs, + see [Using ROCm Python packages + (TheRock)](https://github.com/ROCm/TheRock/blob/main/RELEASES.md#using-rocm-python-packages). + +````{tip} +If you need to deactivate your Python virtual environment when finished, +run: + +```shell +deactivate +``` +```` diff --git a/docs/install/includes/4_windows-tar-post-install.md b/docs/install/includes/4_windows-tar-post-install.md new file mode 100644 index 000000000..80d874b4b --- /dev/null +++ b/docs/install/includes/4_windows-tar-post-install.md @@ -0,0 +1,23 @@ +Verify the ROCm installation. + +```shell +hipinfo +``` + +```{eval-rst} + +.. dropdown:: Example output of ``hipinfo`` + + .. code-block:: shell-session + + -------------------------------------------------------------------------------- + device# 0 + Name: AMD Radeon(TM) 8060S Graphics + pciBusID: 197 + pciDeviceID: 0 + pciDomainID: 0 + multiProcessorCount: 20 + + [output truncated] +``` + diff --git a/docs/install/includes/4_windows-wheel-post-install.md b/docs/install/includes/4_windows-wheel-post-install.md new file mode 100644 index 000000000..44c7e56a1 --- /dev/null +++ b/docs/install/includes/4_windows-wheel-post-install.md @@ -0,0 +1,50 @@ +1. Verify the ROCm installation. + + ```bash + hipinfo + ``` + + ```{eval-rst} + + .. dropdown:: Example output of ``hipinfo`` + + .. code-block:: shell-session + + -------------------------------------------------------------------------------- + device# 0 + Name: AMD Radeon(TM) 8060S Graphics + pciBusID: 197 + pciDeviceID: 0 + pciDomainID: 0 + multiProcessorCount: 20 + + [output truncated] + ``` + + +2. Inspect your ROCm installation in your Python environment. + + ```bash + pip freeze + where rocm-sdk + dir .venv\Scripts + ``` + +3. Test your ROCm installation. + + ```bash + rocm-sdk test + ``` + + To learn more about the `rocm-sdk` tool and to see example expected outputs, + see [Using ROCm Python packages + (TheRock)](https://github.com/ROCm/TheRock/blob/main/RELEASES.md#using-rocm-python-packages). + +````{tip} +If you need to deactivate your Python virtual environment when finished, +run: + +```shell +deactivate +``` +```` diff --git a/docs/install/includes/5_tar-uninstall.md b/docs/install/includes/5_tar-uninstall.md new file mode 100644 index 000000000..28978cbf7 --- /dev/null +++ b/docs/install/includes/5_tar-uninstall.md @@ -0,0 +1,5 @@ +To uninstall ROCm, remove your installation directory. + +```bash +sudo rm -rf therock-tarball +``` diff --git a/docs/install/includes/5_wheel-linux-uninstall.md b/docs/install/includes/5_wheel-linux-uninstall.md new file mode 100644 index 000000000..5cb17fd1d --- /dev/null +++ b/docs/install/includes/5_wheel-linux-uninstall.md @@ -0,0 +1,11 @@ +1. Clear the pip cache. + + ```bash + sudo rm -rf ~/.cache/pip + ``` + +2. Remove your local Python virtual environment. + + ```bash + sudo rm -rf .venv + ``` diff --git a/docs/install/includes/5_wheel-windows-uninstall.md b/docs/install/includes/5_wheel-windows-uninstall.md new file mode 100644 index 000000000..a32274f78 --- /dev/null +++ b/docs/install/includes/5_wheel-windows-uninstall.md @@ -0,0 +1,11 @@ +1. Clear the pip cache. + + ```bash + pip cache purge + ``` + +2. Remove your local Python virtual environment. + + ```bash + rmdir /s /q .venv + ``` diff --git a/docs/install/includes/5_windows-tar-uninstall.md b/docs/install/includes/5_windows-tar-uninstall.md new file mode 100644 index 000000000..25b09078c --- /dev/null +++ b/docs/install/includes/5_windows-tar-uninstall.md @@ -0,0 +1,18 @@ +1. Delete the `C:\TheRock\build` and its contents. + +2. Delete the environment variables. For example, using Powershell as an administrator: + + ```powershell + [Environment]::SetEnvironmentVariable("HIP_PATH", $null, "Machine") + [Environment]::SetEnvironmentVariable("HIP_DEVICE_LIB_PATH", $null, "Machine") + [Environment]::SetEnvironmentVariable("HIP_PLATFORM", $null, "Machine") + [Environment]::SetEnvironmentVariable("LLVM_PATH", $null, "Machine") + ``` + +3. Remove the following paths from your PATH environment variable using your system settings GUI. + + - `C:\TheRock\build\bin` + + - `C:\TheRock\build\lib\llvm\bin` + +4. If you want to uninstall the Adrenalin driver, see [Uninstall AMD Software](https://www.amd.com/en/resources/support-articles/faqs/RSX2-UNINSTALL.html). diff --git a/docs/install/includes/6_rhel-troubleshooting.md b/docs/install/includes/6_rhel-troubleshooting.md new file mode 100644 index 000000000..81fb7a01e --- /dev/null +++ b/docs/install/includes/6_rhel-troubleshooting.md @@ -0,0 +1,8 @@ +Docker images often only include a minimal set of installations, meaning some +essential packages might be missing. When installing ROCm within a Docker +container, you might need to install additional packages for a successful +installation. Use the following commands to install the prerequisite packages. + +```bash +dnf install sudo libatomic +``` diff --git a/docs/install/includes/6_ubuntu-troubleshooting.md b/docs/install/includes/6_ubuntu-troubleshooting.md new file mode 100644 index 000000000..217a4b244 --- /dev/null +++ b/docs/install/includes/6_ubuntu-troubleshooting.md @@ -0,0 +1,9 @@ +Docker images often only include a minimal set of installations, meaning some +essential packages might be missing. When installing ROCm within a Docker +container, you might need to install additional packages for a successful +installation. Use the following commands to install the prerequisite packages. + +```bash +apt update +apt install sudo wget +``` diff --git a/docs/install/pytorch-comfyui.rst b/docs/install/pytorch-comfyui.rst new file mode 100644 index 000000000..a519355d5 --- /dev/null +++ b/docs/install/pytorch-comfyui.rst @@ -0,0 +1,169 @@ +.. meta:: + :description: Step-by-step guide to installing PyTorch with AMD ROCm 7.9.0 and setting up ComfyUI for AI image generation on Ryzen AI (gfx1151) APUs. Covers Linux and Windows installation, environment setup, and troubleshooting. + :keywords: PyTorch ROCm, ComfyUI, ROCm 7.9.0, AMD GPU, Ryzen AI APU, install PyTorch ROCm, ROCm PyTorch Windows, ROCm PyTorch Linux, ROCm AI image generation, ROCm gfx1151, ComfyUI ROCm setup, PyTorch 2.9.0 ROCm + +***************************************** +Install PyTorch and ComfyUI on ROCm 7.9.0 +***************************************** + +This guide walks you through installing PyTorch with ROCm support on AMD +hardware. It applies to :ref:`supported AMD GPUs and platforms +<790-supported-hw>`. It also includes additional setup steps for ComfyUI on +Windows using Ryzen AI (gfx1151) APUs, showcasing AI-powered image generation. + +Prerequisites +============= + +Before beginning, ensure your system meets these requirements: + +- Python version: 3.11, 3.12, or 3.13 installed and accessible + +- ROCm 7.9.0: A working ROCm installation (if not already installed via pip, this guide covers the setup) + +Review the :doc:`ROCm 7.9.0 compatibility ` information. + +.. _790-install-pyt: + +Install PyTorch +=============== + +For prerequisite steps and post-installation recommendations, see :doc:`rocm`. + +1. Set up your Python virtual environment. If you already have a successful + :doc:`ROCm 7.9.0 installation via pip `, skip this step. + + .. code-block:: shell + + python3.12 -m venv .venv + +2. Activate your Python virtual environment. + + .. tab-set:: + + .. tab-item:: Linux + :sync: linux + + .. code-block:: shell + + source .venv/bin/activate + + .. tab-item:: Windows + :sync: windows + + .. code-block:: shell + + .venv\Scripts\activate + +3. Install the appropriate ROCm-enabled PyTorch build for your operating system + and AMD hardware architecture. + + .. tab-set:: + + .. tab-item:: Linux (PyTorch 2.7.1) + :sync: linux + + .. tab-set:: + + .. tab-item:: Instinct MI350 Series + :sync: gfx950 + + .. code-block:: bash + + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx950-dcgpu/ torch torchvision torchaudio + + .. tab-item:: Instinct MI300 Series + :sync: gfx942 + + .. code-block:: bash + + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx94X-dcgpu/ torch torchvision torchaudio + + .. tab-item:: Ryzen AI Max APU + :sync: gfx1151 + + .. code-block:: bash + + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx1151/ torch torchvision torchaudio + + .. tab-item:: Windows (PyTorch 2.9.0) + :sync: windows + + .. tab-set:: + + .. tab-item:: Ryzen AI Max APU + :sync: gfx1151 + + .. code-block:: bash + + python -m pip install --index-url https://repo.amd.com/rocm/whl/gfx1151/ torch torchvision torchaudio + +4. Check your PyTorch installation. + + .. code-block:: shell + + python -c "import torch; print(torch.cuda.is_available())" + + This prints ``True`` if PyTorch and ROCm are installed properly. + +Optionally, if you're running Windows on a supported Ryzen AI APU, try +:ref:`ComfyUI on Windows <790-install-comfyui>`. + +.. _790-install-comfyui: + +Install ComfyUI on Windows +========================== + +ComfyUI is tested for support only on Ryzen AI (gfx1151) APUs on +Windows. + +1. Ensure your working environment is running ROCm-enabled PyTorch 2.9.0 on Windows. + See :ref:`Install PyTorch <790-install-pyt>`. + +2. Clone the ComfyUI repository. + + .. code-block:: shell + + git clone https://github.com/comfyanonymous/ComfyUI.git + +3. Install Python dependencies. + + .. code-block:: shell + + pip install -r ComfyUI\requirements.txt + +4. Run ComfyUI. + + a. Start the ComfyUI server from the command line. + + .. code-block:: bash + + python ComfyUI\main.py + + This will start the server and display a prompt like: + + .. code-block:: text + + To see the GUI go to: http://127.0.0.1:8188 + + b. Navigate to ``http://127.0.0.1:8188`` in your web browser. You might need to + replace `8188` with the appropriate port number. + + .. image:: /data/comfyui.png + :align: center + + c. Search for the "Chroma1 Radiance text to image" template. + + - Select **Template** → **Images** → **Chroma1_radiance**. + - Download any missing required models. + + .. image:: /data/comfyui-missing-models.png + :align: center + + d. Click the **Run** button. + + The application will use your AMD GPU to convert the prompted text to an image. + +Known limitations +----------------- + +ComfyUI might not start if Smart App Control is enabled. diff --git a/docs/install/rocm.rst b/docs/install/rocm.rst new file mode 100644 index 000000000..e9bf63922 --- /dev/null +++ b/docs/install/rocm.rst @@ -0,0 +1,441 @@ +.. meta:: + :description: Learn how to install AMD ROCm 7.9.0 for supported Instinct GPUs and Ryzen AI APUs on Ubuntu, RHEL, and Windows. This step-by-step guide covers prerequisites, driver setup, installation methods (pip and tarball), and troubleshooting. + :keywords: AMD ROCm 7.9.0, install ROCm, Instinct GPU, Ryzen APU, Ubuntu, RHEL, Windows, pip install ROCm, ROCm wheel, ROCm tarball, ROCm GPU driver, ROCm setup, ROCm uninstall, ROCm troubleshooting********************** + +Install AMD ROCm 7.9.0 +********************** + +Use the following selector to choose your installation method for your +supported AMD GPU or APU and operating system. For information about supported +operating systems and compatible AMD devices, see the :doc:`Compatibility matrix +`. + +.. selector:: AMD product family + :key: plat + + .. selector-option:: Instinct GPU + :value: instinct + :width: 6 + + .. selector-option:: Ryzen APU + :value: ryzen + :width: 6 + +.. selected:: plat=instinct + + .. selector:: Instinct GPU + :key: instinct-arch + + .. selector-option:: Instinct MI355X, MI350X + :value: gfx950 + + .. selector-option:: Instinct MI325X, MI300X, MI300A + :value: gfx942 + + .. selector:: Operating system + :key: instinct-os + + .. selector-option:: Ubuntu + :value: ubuntu + :icon: fab fa-linux fa-lg + + .. selector-option:: Red Hat Enterprise Linux + :value: rhel + :icon: fab fa-linux fa-lg + + .. selector:: Ubuntu version + :key: instinct-ubuntu-version + :show-when: instinct-os=ubuntu + + .. selector-option:: 24.04.3 + :value: 24.04 + :icon: fab fa-ubuntu fa-lg + + .. selector-option:: 22.04.5 + :value: 22.04 + :icon: fab fa-ubuntu fa-lg + + .. selector:: RHEL version + :key: instinct-rhel-version + :show-when: instinct-os=rhel + + .. selector-option:: 10.0 + :value: 10.0 + :icon: fab fa-redhat fa-lg + + .. selector-option:: 9.6 + :value: 9.6 + :icon: fab fa-redhat fa-lg + +.. selected:: plat=ryzen + + .. selector:: Ryzen APU + :key: ryzen + + .. selector-option:: Ryzen AI Max+ PRO 395, 390, 385, 380 + :value: ryzen-ai-max-pro + :width: 7 + + .. selector-option:: Ryzen AI Max 395, 390, 385 + :value: ryzen-ai-max + :width: 5 + + .. selector:: Operating system + :key: ryzen-os + + .. selector-option:: Ubuntu + :value: ubuntu + :icon: fab fa-linux fa-lg + + .. selector-option:: Windows + :value: windows + :icon: fab fa-windows fa-lg + + .. selector:: Ubuntu version + :key: ryzen-ubuntu-version + :show-when: ryzen-os=ubuntu + + .. selector-option:: 24.04.3 + :value: 24.04 + :icon: fab fa-ubuntu fa-lg + :width: 12 + + .. selector:: Windows version + :key: ryzen-windows-version + :show-when: ryzen-os=windows + + .. selector-option:: 11 24H2 + :value: 11_24h2 + :icon: fab fa-windows fa-lg + :width: 12 + +.. selector:: Installation method + :key: install-method + + .. selector-option:: pip + :value: wheel + + .. selector-option:: Tarball + :value: tar + +.. selected:: install-method=wheel + :heading: Prerequisites + + .. selected:: plat=instinct + + .. selected:: instinct-os=ubuntu + + .. selected:: instinct-ubuntu-version=22.04 + + .. include:: ./includes/1_ubuntu-22.04-wheel-prerequisites.md + :parser: myst + + .. selected:: instinct-ubuntu-version=24.04 + + .. include:: ./includes/1_ubuntu-24.04-wheel-prerequisites.md + :parser: myst + + .. selected:: instinct-os=rhel + + .. selected:: instinct-rhel-version=9.6 + + .. include:: ./includes/1_rhel-9.6-wheel-prerequisites.md + :parser: myst + + .. selected:: instinct-rhel-version=10.0 + + .. include:: ./includes/1_rhel-10.0-wheel-prerequisites.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. selected:: ryzen-ubuntu-version=24.04 + + .. include:: ./includes/1_ubuntu-24.04-wheel-prerequisites.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/1_windows-wheel-prerequisites.md + :parser: myst + +.. selected:: install-method=tar + :heading: Prerequisites + + .. selected:: plat=instinct + + .. selected:: instinct-os=ubuntu + + .. include:: ./includes/1_ubuntu-tar-prerequisites.md + :parser: myst + + .. selected:: instinct-os=rhel + + .. selected:: instinct-rhel-version=9.6 + + .. include:: ./includes/1_rhel-9.6-tar-prerequisites.md + :parser: myst + + .. selected:: instinct-rhel-version=10.0 + + .. include:: ./includes/1_rhel-10.0-tar-prerequisites.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. include:: ./includes/1_ubuntu-tar-prerequisites.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/1_windows-tar-prerequisites.md + :parser: myst + +.. selected:: plat=instinct + :heading: Installing + + .. selected:: instinct-os=ubuntu + :heading: Install AMD GPU Driver + :heading-level: 3 + + .. include:: ./includes/2_ubuntu-instinct-install-kmd.md + :parser: myst + + .. selected:: instinct-os=rhel + :heading: Install AMD GPU Driver + :heading-level: 3 + + .. include:: ./includes/2_rhel-instinct-install-kmd.md + :parser: myst + +.. selected:: plat=ryzen + :heading: Installing + + .. selected:: ryzen-os=ubuntu + :heading: Install kernel driver + :heading-level: 3 + + Supported Ryzen AI APUs require the inbox kernel driver included with + Ubuntu 24.04.3. + +.. selected:: install-method=wheel + :heading: Install ROCm + :heading-level: 3 + + .. selected:: plat=instinct + + .. selected:: instinct-arch=gfx950 + + .. selected:: instinct-os=ubuntu + + .. selected:: instinct-ubuntu-version=22.04 + + .. include:: ./includes/3_wheel-gfx950-install-rocm-py311.md + :parser: myst + + .. selected:: instinct-ubuntu-version=24.04 + + .. include:: ./includes/3_wheel-gfx950-install-rocm.md + :parser: myst + + .. selected:: instinct-os=rhel + + .. selected:: instinct-rhel-version=10.0 + + .. include:: ./includes/3_wheel-gfx950-install-rocm.md + :parser: myst + + .. selected:: instinct-rhel-version=9.6 + + .. include:: ./includes/3_wheel-gfx950-install-rocm-py311.md + :parser: myst + + .. selected:: instinct-arch=gfx942 + + .. selected:: instinct-os=ubuntu + + .. selected:: instinct-ubuntu-version=22.04 + + .. include:: ./includes/3_wheel-gfx942-install-rocm-py311.md + :parser: myst + + .. selected:: instinct-ubuntu-version=24.04 + + .. include:: ./includes/3_wheel-gfx942-install-rocm.md + :parser: myst + + .. selected:: instinct-os=rhel + + .. selected:: instinct-rhel-version=10.0 + + .. include:: ./includes/3_wheel-gfx942-install-rocm.md + :parser: myst + + .. selected:: instinct-rhel-version=9.6 + + .. include:: ./includes/3_wheel-gfx942-install-rocm-py311.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. include:: ./includes/3_wheel-gfx1151-install-rocm.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/3_windows-wheel-install-rocm.md + :parser: myst + +.. selected:: install-method=tar + :heading: Install ROCm + :heading-level: 3 + + .. selected:: plat=instinct + + .. selected:: instinct-arch=gfx950 + + .. include:: ./includes/3_tar-gfx950-install-rocm.md + :parser: myst + + .. selected:: instinct-arch=gfx942 + + .. include:: ./includes/3_tar-gfx942-install-rocm.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. include:: ./includes/3_tar-gfx1151-install-rocm.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/3_windows-tar-install-rocm.md + :parser: myst + +.. selected:: install-method=tar + :heading: Post-installation + + .. selected:: plat=instinct + + .. include:: ./includes/4_linux-tar-post-install.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. include:: ./includes/4_linux-tar-post-install.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/4_windows-tar-post-install.md + :parser: myst + +.. selected:: install-method=wheel + :heading: Post-installation + + .. selected:: plat=instinct + + .. selected:: instinct-os=ubuntu + + .. include:: ./includes/4_ubuntu-wheel-post-install.md + :parser: myst + + .. selected:: instinct-os=rhel + + .. include:: ./includes/4_rhel-wheel-post-install.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. include:: ./includes/4_ubuntu-wheel-post-install.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/4_windows-wheel-post-install.md + :parser: myst + +.. selected:: install-method=tar + :heading: Uninstalling + + .. selected:: plat=instinct + + .. include:: ./includes/5_tar-uninstall.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. include:: ./includes/5_tar-uninstall.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/5_windows-tar-uninstall.md + :parser: myst + +.. selected:: install-method=wheel + :heading: Uninstalling + + .. selected:: plat=instinct + + .. include:: ./includes/5_wheel-linux-uninstall.md + :parser: myst + + .. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + + .. include:: ./includes/5_wheel-linux-uninstall.md + :parser: myst + + .. selected:: ryzen-os=windows + + .. include:: ./includes/5_wheel-windows-uninstall.md + :parser: myst + +.. selected:: plat=instinct + :heading: Troubleshooting + + .. selected:: instinct-os=ubuntu + + .. selected:: instinct-os=ubuntu + :heading-level: 3 + :heading: Additional packages for Docker installation + + .. include:: ./includes/6_ubuntu-troubleshooting.md + :parser: myst + + .. selected:: instinct-os=rhel + + .. selected:: instinct-os=rhel + :heading-level: 3 + :heading: Additional packages for Docker installation + + .. include:: ./includes/6_rhel-troubleshooting.md + :parser: myst + +.. selected:: plat=ryzen + + .. selected:: ryzen-os=ubuntu + :heading: Troubleshooting + + .. selected:: ryzen-os=ubuntu + :heading-level: 3 + :heading: Additional packages for Docker installation + + .. include:: ./includes/6_ubuntu-troubleshooting.md + :parser: myst diff --git a/docs/reference/gpu-arch-specs.rst b/docs/reference/gpu-arch-specs.rst index 7b71435d2..4f695dfdb 100644 --- a/docs/reference/gpu-arch-specs.rst +++ b/docs/reference/gpu-arch-specs.rst @@ -2,8 +2,8 @@ :description: AMD Instinct™ accelerator, AMD Radeon PRO™, and AMD Radeon™ GPU architecture information :keywords: Instinct, Radeon, accelerator, GCN, CDNA, RDNA, GPU, architecture, VRAM, Compute Units, Cache, Registers, LDS, Register File -Accelerator and GPU hardware specifications -=========================================== +AMD GPU hardware specifications +=============================== The following tables provide an overview of the hardware specifications for AMD Instinct™ accelerators, and AMD Radeon™ PRO and Radeon™ GPUs. diff --git a/docs/sphinx/_toc.yml.in b/docs/sphinx/_toc.yml.in index bfaef7ffe..94e08ee6a 100644 --- a/docs/sphinx/_toc.yml.in +++ b/docs/sphinx/_toc.yml.in @@ -5,230 +5,228 @@ defaults: maxdepth: 6 root: index subtrees: -- entries: - - file: what-is-rocm.rst - - file: about/release-notes.md - title: Release notes - - file: compatibility/compatibility-matrix.rst - title: Compatibility matrix + - entries: + - file: about/release-notes.md + title: Release notes + - file: install/compatibility-matrix.md + title: Compatibility matrix + - caption: Installation entries: - - url: https://rocm.docs.amd.com/projects/install-on-linux/en/latest/reference/system-requirements.html - title: Linux system requirements - - url: https://rocm.docs.amd.com/projects/install-on-windows/en/${branch}/reference/system-requirements.html - title: Windows system requirements - -- caption: Install - entries: - - url: https://rocm.docs.amd.com/projects/install-on-linux/en/${branch}/ - title: ROCm on Linux - - url: https://rocm.docs.amd.com/projects/install-on-windows/en/latest/ - title: HIP SDK on Windows - - url: https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/index.html - title: ROCm on Radeon and Ryzen - - file: how-to/deep-learning-rocm.md - title: Deep learning frameworks - subtrees: - - entries: - - file: compatibility/ml-compatibility/pytorch-compatibility.rst - title: PyTorch compatibility - - file: compatibility/ml-compatibility/tensorflow-compatibility.rst - title: TensorFlow compatibility - - file: compatibility/ml-compatibility/jax-compatibility.rst - title: JAX compatibility - - file: compatibility/ml-compatibility/verl-compatibility.rst - title: verl compatibility - - file: compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst - title: Stanford Megatron-LM compatibility - - file: compatibility/ml-compatibility/dgl-compatibility.rst - title: DGL compatibility - - file: compatibility/ml-compatibility/megablocks-compatibility.rst - title: Megablocks compatibility - - file: compatibility/ml-compatibility/taichi-compatibility.rst - title: Taichi compatibility - - file: compatibility/ml-compatibility/ray-compatibility.rst - title: Ray compatibility - - file: compatibility/ml-compatibility/llama-cpp-compatibility.rst - title: llama.cpp compatibility - - file: compatibility/ml-compatibility/flashinfer-compatibility.rst - title: FlashInfer compatibility - - file: how-to/build-rocm.rst - title: Build ROCm from source - -- caption: How to - entries: - - file: how-to/rocm-for-ai/index.rst - title: Use ROCm for AI - subtrees: - - entries: - - file: how-to/rocm-for-ai/install.rst + - file: install/rocm title: Installation - - file: how-to/rocm-for-ai/system-setup/index.rst - title: System setup - entries: - - file: how-to/rocm-for-ai/system-setup/prerequisite-system-validation.rst - title: System validation - - file: how-to/rocm-for-ai/system-setup/multi-node-setup.rst - title: Multi-node setup - - file: how-to/rocm-for-ai/system-setup/system-health-check.rst - title: System health benchmarks - - file: how-to/rocm-for-ai/training/index.rst - title: Training - subtrees: - - entries: - - file: how-to/rocm-for-ai/training/benchmark-docker/primus-megatron.rst - title: Train a model with Primus and Megatron-LM - - file: how-to/rocm-for-ai/training/benchmark-docker/primus-pytorch.rst - title: Train a model with Primus and PyTorch - - file: how-to/rocm-for-ai/training/benchmark-docker/jax-maxtext.rst - title: Train a model with JAX MaxText - - file: how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry - title: Train a model with LLM Foundry - - file: how-to/rocm-for-ai/training/scale-model-training.rst - title: Scale model training + - url: https://github.com/ROCm/TheRock + title: Build from source + - caption: ROCm for AI + entries: + - file: install/pytorch-comfyui + title: Install PyTorch and ComfyUI + # - url: https://rocm.docs.amd.com/projects/install-on-linux/en/${branch}/ + # title: ROCm on Linux + # - url: https://rocm.docs.amd.com/projects/install-on-windows/en/latest/ + # title: HIP SDK on Windows + # - url: https://rocm.docs.amd.com/projects/radeon-ryzen/en/latest/index.html + # title: ROCm on Radeon and Ryzen + # - file: how-to/deep-learning-rocm.md + # title: Deep learning frameworks + # subtrees: + # - entries: + # - file: compatibility/ml-compatibility/pytorch-compatibility.rst + # title: PyTorch compatibility + # - file: compatibility/ml-compatibility/tensorflow-compatibility.rst + # title: TensorFlow compatibility + # - file: compatibility/ml-compatibility/jax-compatibility.rst + # title: JAX compatibility + # - file: compatibility/ml-compatibility/verl-compatibility.rst + # title: verl compatibility + # - file: compatibility/ml-compatibility/stanford-megatron-lm-compatibility.rst + # title: Stanford Megatron-LM compatibility + # - file: compatibility/ml-compatibility/dgl-compatibility.rst + # title: DGL compatibility + # - file: compatibility/ml-compatibility/megablocks-compatibility.rst + # title: Megablocks compatibility + # - file: compatibility/ml-compatibility/taichi-compatibility.rst + # title: Taichi compatibility + # - file: compatibility/ml-compatibility/ray-compatibility.rst + # title: Ray compatibility + # - file: compatibility/ml-compatibility/llama-cpp-compatibility.rst + # title: llama.cpp compatibility + # - file: compatibility/ml-compatibility/flashinfer-compatibility.rst + # title: FlashInfer compatibility - - file: how-to/rocm-for-ai/fine-tuning/index.rst - title: Fine-tuning LLMs - subtrees: - - entries: - - file: how-to/rocm-for-ai/fine-tuning/overview.rst - title: Conceptual overview - - file: how-to/rocm-for-ai/fine-tuning/fine-tuning-and-inference.rst - title: Fine-tuning - subtrees: - - entries: - - file: how-to/rocm-for-ai/fine-tuning/single-gpu-fine-tuning-and-inference.rst - title: Use a single accelerator - - file: how-to/rocm-for-ai/fine-tuning/multi-gpu-fine-tuning-and-inference.rst - title: Use multiple accelerators + # - caption: How to + # entries: + # - file: how-to/rocm-for-ai/index.rst + # title: Use ROCm for AI + # subtrees: + # - entries: + # - file: how-to/rocm-for-ai/install.rst + # title: Installation + # - file: how-to/rocm-for-ai/system-setup/index.rst + # title: System setup + # entries: + # - file: how-to/rocm-for-ai/system-setup/prerequisite-system-validation.rst + # title: System validation + # - file: how-to/rocm-for-ai/system-setup/multi-node-setup.rst + # title: Multi-node setup + # - file: how-to/rocm-for-ai/system-setup/system-health-check.rst + # title: System health benchmarks + # - file: how-to/rocm-for-ai/training/index.rst + # title: Training + # subtrees: + # - entries: + # - file: how-to/rocm-for-ai/training/benchmark-docker/primus-megatron.rst + # title: Train a model with Primus and Megatron-LM + # - file: how-to/rocm-for-ai/training/benchmark-docker/primus-pytorch.rst + # title: Train a model with Primus and PyTorch + # - file: how-to/rocm-for-ai/training/benchmark-docker/jax-maxtext.rst + # title: Train a model with JAX MaxText + # - file: how-to/rocm-for-ai/training/benchmark-docker/mpt-llm-foundry + # title: Train a model with LLM Foundry + # - file: how-to/rocm-for-ai/training/scale-model-training.rst + # title: Scale model training + # + # - file: how-to/rocm-for-ai/fine-tuning/index.rst + # title: Fine-tuning LLMs + # subtrees: + # - entries: + # - file: how-to/rocm-for-ai/fine-tuning/overview.rst + # title: Conceptual overview + # - file: how-to/rocm-for-ai/fine-tuning/fine-tuning-and-inference.rst + # title: Fine-tuning + # subtrees: + # - entries: + # - file: how-to/rocm-for-ai/fine-tuning/single-gpu-fine-tuning-and-inference.rst + # title: Use a single accelerator + # - file: how-to/rocm-for-ai/fine-tuning/multi-gpu-fine-tuning-and-inference.rst + # title: Use multiple accelerators + # + # - file: how-to/rocm-for-ai/inference/index.rst + # title: Inference + # subtrees: + # - entries: + # - file: how-to/rocm-for-ai/inference/hugging-face-models.rst + # title: Run models from Hugging Face + # - file: how-to/rocm-for-ai/inference/llm-inference-frameworks.rst + # title: LLM inference frameworks + # - file: how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst + # title: vLLM inference performance testing + # - file: how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst + # title: PyTorch inference performance testing + # - file: how-to/rocm-for-ai/inference/benchmark-docker/sglang.rst + # title: SGLang inference performance testing + # - file: how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst + # title: SGLang distributed inference with Mooncake + # - file: how-to/rocm-for-ai/inference/deploy-your-model.rst + # title: Deploy your model + # + # - file: how-to/rocm-for-ai/inference-optimization/index.rst + # title: Inference optimization + # subtrees: + # - entries: + # - file: how-to/rocm-for-ai/inference-optimization/model-quantization.rst + # - file: how-to/rocm-for-ai/inference-optimization/model-acceleration-libraries.rst + # - file: how-to/rocm-for-ai/inference-optimization/optimizing-with-composable-kernel.md + # title: Optimize with Composable Kernel + # - file: how-to/rocm-for-ai/inference-optimization/optimizing-triton-kernel.rst + # title: Optimize Triton kernels + # - file: how-to/rocm-for-ai/inference-optimization/profiling-and-debugging.rst + # title: Profile and debug + # - file: how-to/rocm-for-ai/inference-optimization/workload.rst + # title: Workload optimization + # + # - url: https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/ + # title: AI tutorials + # + # - file: how-to/rocm-for-hpc/index.rst + # title: Use ROCm for HPC + # - file: how-to/system-optimization/index.rst + # title: System optimization + # - file: how-to/gpu-performance/mi300x.rst + # title: AMD Instinct MI300X performance guides + # - file: how-to/system-debugging.md + # - file: conceptual/compiler-topics.md + # title: Use advanced compiler features + # subtrees: + # - entries: + # - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/index.html + # title: ROCm compiler infrastructure + # - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/conceptual/using-gpu-sanitizer.html + # title: Use AddressSanitizer + # - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/conceptual/openmp.html + # title: OpenMP support + # - file: how-to/setting-cus + # title: Set the number of CUs + # - file: how-to/Bar-Memory.rst + # title: Troubleshoot BAR access limitation + # - url: https://github.com/amd/rocm-examples + # title: ROCm examples + # + # - caption: Conceptual + # entries: + # - file: conceptual/gpu-arch.md + # title: GPU architecture overview + # subtrees: + # - entries: + # - file: conceptual/gpu-arch/mi300.md + # title: MI300 microarchitecture + # subtrees: + # - entries: + # - url: https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/instruction-set-architectures/amd-instinct-mi300-cdna3-instruction-set-architecture.pdf + # title: AMD Instinct MI300/CDNA3 ISA + # - url: https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/white-papers/amd-cdna-3-white-paper.pdf + # title: White paper + # - file: conceptual/gpu-arch/mi300-mi200-performance-counters.rst + # title: MI300 and MI200 performance counters + # - file: conceptual/gpu-arch/mi350-performance-counters.rst + # title: MI350 series performance counters + # - file: conceptual/gpu-arch/mi250.md + # title: MI250 microarchitecture + # subtrees: + # - entries: + # - url: https://www.amd.com/system/files/TechDocs/instinct-mi200-cdna2-instruction-set-architecture.pdf + # title: AMD Instinct MI200/CDNA2 ISA + # - url: https://www.amd.com/content/dam/amd/en/documents/instinct-business-docs/white-papers/amd-cdna2-white-paper.pdf + # title: White paper + # - file: conceptual/gpu-arch/mi100.md + # title: MI100 microarchitecture + # subtrees: + # - entries: + # - url: https://www.amd.com/system/files/TechDocs/instinct-mi100-cdna1-shader-instruction-set-architecture%C2%A0.pdf + # title: AMD Instinct MI100/CDNA1 ISA + # - url: https://www.amd.com/content/dam/amd/en/documents/instinct-business-docs/white-papers/amd-cdna-white-paper.pdf + # title: White paper + # - file: conceptual/file-reorg.md + # title: File structure (Linux FHS) + # - file: conceptual/gpu-isolation.md + # title: GPU isolation techniques + # - file: conceptual/cmake-packages.rst + # title: Using CMake + # - file: conceptual/ai-pytorch-inception.md + # title: Inception v3 with PyTorch + # + # - caption: Reference + # entries: + # - file: reference/api-libraries.md + # title: ROCm libraries + # - file: reference/rocm-tools.md + # title: ROCm tools, compilers, and runtimes + # - file: reference/gpu-arch-specs.rst + # - file: reference/gpu-atomics-operation.rst + # - file: reference/precision-support.rst + # title: Data types and precision support + # - file: reference/graph-safe-support.rst + # title: Graph safe support - - file: how-to/rocm-for-ai/inference/index.rst - title: Inference - subtrees: - - entries: - - file: how-to/rocm-for-ai/inference/hugging-face-models.rst - title: Run models from Hugging Face - - file: how-to/rocm-for-ai/inference/llm-inference-frameworks.rst - title: LLM inference frameworks - - file: how-to/rocm-for-ai/inference/benchmark-docker/vllm.rst - title: vLLM inference performance testing - - file: how-to/rocm-for-ai/inference/benchmark-docker/pytorch-inference.rst - title: PyTorch inference performance testing - - file: how-to/rocm-for-ai/inference/benchmark-docker/sglang.rst - title: SGLang inference performance testing - - file: how-to/rocm-for-ai/inference/benchmark-docker/sglang-distributed.rst - title: SGLang distributed inference with Mooncake - - file: how-to/rocm-for-ai/inference/deploy-your-model.rst - title: Deploy your model - - - file: how-to/rocm-for-ai/inference-optimization/index.rst - title: Inference optimization - subtrees: - - entries: - - file: how-to/rocm-for-ai/inference-optimization/model-quantization.rst - - file: how-to/rocm-for-ai/inference-optimization/model-acceleration-libraries.rst - - file: how-to/rocm-for-ai/inference-optimization/optimizing-with-composable-kernel.md - title: Optimize with Composable Kernel - - file: how-to/rocm-for-ai/inference-optimization/optimizing-triton-kernel.rst - title: Optimize Triton kernels - - file: how-to/rocm-for-ai/inference-optimization/profiling-and-debugging.rst - title: Profile and debug - - file: how-to/rocm-for-ai/inference-optimization/workload.rst - title: Workload optimization - - - url: https://rocm.docs.amd.com/projects/ai-developer-hub/en/latest/ - title: AI tutorials - - - file: how-to/rocm-for-hpc/index.rst - title: Use ROCm for HPC - - file: how-to/system-optimization/index.rst - title: System optimization - - file: how-to/gpu-performance/mi300x.rst - title: AMD Instinct MI300X performance guides - - file: how-to/system-debugging.md - - file: conceptual/compiler-topics.md - title: Use advanced compiler features - subtrees: - - entries: - - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/index.html - title: ROCm compiler infrastructure - - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/conceptual/using-gpu-sanitizer.html - title: Use AddressSanitizer - - url: https://rocm.docs.amd.com/projects/llvm-project/en/latest/conceptual/openmp.html - title: OpenMP support - - file: how-to/setting-cus - title: Set the number of CUs - - file: how-to/Bar-Memory.rst - title: Troubleshoot BAR access limitation - - url: https://github.com/amd/rocm-examples - title: ROCm examples - - -- caption: Conceptual - entries: - - file: conceptual/gpu-arch.md - title: GPU architecture overview - subtrees: - - entries: - - file: conceptual/gpu-arch/mi300.md - title: MI300 microarchitecture - subtrees: - - entries: - - url: https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/instruction-set-architectures/amd-instinct-mi300-cdna3-instruction-set-architecture.pdf - title: AMD Instinct MI300/CDNA3 ISA - - url: https://www.amd.com/content/dam/amd/en/documents/instinct-tech-docs/white-papers/amd-cdna-3-white-paper.pdf - title: White paper - - file: conceptual/gpu-arch/mi300-mi200-performance-counters.rst - title: MI300 and MI200 performance counters - - file: conceptual/gpu-arch/mi350-performance-counters.rst - title: MI350 series performance counters - - file: conceptual/gpu-arch/mi250.md - title: MI250 microarchitecture - subtrees: - - entries: - - url: https://www.amd.com/system/files/TechDocs/instinct-mi200-cdna2-instruction-set-architecture.pdf - title: AMD Instinct MI200/CDNA2 ISA - - url: https://www.amd.com/content/dam/amd/en/documents/instinct-business-docs/white-papers/amd-cdna2-white-paper.pdf - title: White paper - - file: conceptual/gpu-arch/mi100.md - title: MI100 microarchitecture - subtrees: - - entries: - - url: https://www.amd.com/system/files/TechDocs/instinct-mi100-cdna1-shader-instruction-set-architecture%C2%A0.pdf - title: AMD Instinct MI100/CDNA1 ISA - - url: https://www.amd.com/content/dam/amd/en/documents/instinct-business-docs/white-papers/amd-cdna-white-paper.pdf - title: White paper - - file: conceptual/file-reorg.md - title: File structure (Linux FHS) - - file: conceptual/gpu-isolation.md - title: GPU isolation techniques - - file: conceptual/cmake-packages.rst - title: Using CMake - - file: conceptual/ai-pytorch-inception.md - title: Inception v3 with PyTorch - -- caption: Reference - entries: - - file: reference/api-libraries.md - title: ROCm libraries - - file: reference/rocm-tools.md - title: ROCm tools, compilers, and runtimes - - file: reference/gpu-arch-specs.rst - - file: reference/gpu-atomics-operation.rst - - file: reference/precision-support.rst - title: Data types and precision support - - file: reference/graph-safe-support.rst - title: Graph safe support - -- caption: Contribute - entries: - - file: contribute/contributing.md - title: Contributing to the ROCm documentation - subtrees: - - entries: - - file: contribute/toolchain.md - title: ROCm documentation toolchain - - file: contribute/building.md - - file: contribute/feedback.md - title: Providing feedback about the ROCm documentation - - file: about/license.md - title: ROCm licenses + # - caption: Contribute + # entries: + # - file: contribute/contributing.md + # title: Contributing to the ROCm documentation + # subtrees: + # - entries: + # - file: contribute/toolchain.md + # title: ROCm documentation toolchain + # - file: contribute/building.md + # - file: contribute/feedback.md + # title: Providing feedback about the ROCm documentation + # - file: about/license.md + # title: ROCm licenses diff --git a/docs/sphinx/static/css/rocm_custom.css b/docs/sphinx/static/css/rocm_custom.css index 476a90041..31abab73e 100644 --- a/docs/sphinx/static/css/rocm_custom.css +++ b/docs/sphinx/static/css/rocm_custom.css @@ -1,10 +1,10 @@ /* Override PyData Sphinx Theme default colors */ -html[data-theme='light'] { - --pst-color-table-row-hover-bg: #E2E8F0; +html[data-theme="light"] { + --pst-color-table-row-hover-bg: #e2e8f0; } -html[data-theme='dark'] { - --pst-color-table-row-hover-bg: #1E293B; +html[data-theme="dark"] { + --pst-color-table-row-hover-bg: #1e293b; } a svg { @@ -14,8 +14,3 @@ a svg { a svg:hover { color: var(--pst-color-link-hover); } - -/* Adds container for big tables, used for Compatibility Matrix */ -.format-big-table { - white-space: nowrap; -} diff --git a/docs/sphinx/static/css/rocm_rn.css b/docs/sphinx/static/css/rocm_rn.css index dd82ed4b7..b242f75ee 100644 --- a/docs/sphinx/static/css/rocm_rn.css +++ b/docs/sphinx/static/css/rocm_rn.css @@ -16,111 +16,253 @@ #rocm-rn-components a svg:hover { color: var(--pst-color-link-hover); } -#rocm-rn-components .tbody-reverse-zebra tr:nth-child(2n + 1) 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th[rowspan]:first-of-type:hover) .rocm-components-compilers td { +#rocm-rn-components:has( + tbody.rocm-components-compilers th[rowspan]:first-of-type:hover +) + .rocm-components-compilers, +#rocm-rn-components:has( + tbody.rocm-components-compilers th[rowspan]:first-of-type:hover +) + .rocm-components-compilers + td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-runtimes th[rowspan]:first-of-type:hover) .rocm-components-runtimes, -#rocm-rn-components:has(tbody.rocm-components-runtimes th[rowspan]:first-of-type:hover) .rocm-components-runtimes td { +#rocm-rn-components:has( + tbody.rocm-components-runtimes th[rowspan]:first-of-type:hover +) + .rocm-components-runtimes, +#rocm-rn-components:has( + tbody.rocm-components-runtimes th[rowspan]:first-of-type:hover +) + .rocm-components-runtimes + td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-tools th[rowspan]:first-of-type:hover) .rocm-components-tools td { +#rocm-rn-components:has( + tbody.rocm-components-tools th[rowspan]:first-of-type:hover +) + .rocm-components-tools + td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-compilers th[rowspan]:first-of-type:hover) .rocm-components-compilers td { +#rocm-rn-components:has( + tbody.rocm-components-compilers th[rowspan]:first-of-type:hover +) + .rocm-components-compilers + td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-runtimes th[rowspan]:first-of-type:hover) .rocm-components-runtimes td { +#rocm-rn-components:has( + tbody.rocm-components-runtimes th[rowspan]:first-of-type:hover +) + .rocm-components-runtimes + td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-ml th[rowspan]:nth-of-type(2):hover) .rocm-components-ml td, -#rocm-rn-components:has(tbody.rocm-components-ml th[rowspan]:nth-of-type(2):hover) .rocm-components-libs th:first-of-type { +#rocm-rn-components:has( + tbody.rocm-components-ml th[rowspan]:nth-of-type(2):hover +) + .rocm-components-ml + td, +#rocm-rn-components:has( + tbody.rocm-components-ml th[rowspan]:nth-of-type(2):hover +) + .rocm-components-libs + th:first-of-type { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-communication th[rowspan]:nth-of-type(2):hover) .rocm-components-communication td, -#rocm-rn-components:has(tbody.rocm-components-communication th[rowspan]:nth-of-type(2):hover) .rocm-components-libs th:first-of-type { +#rocm-rn-components:has( + tbody.rocm-components-communication th[rowspan]:nth-of-type(2):hover +) + .rocm-components-communication + td, +#rocm-rn-components:has( + tbody.rocm-components-communication th[rowspan]:nth-of-type(2):hover +) + .rocm-components-libs + th:first-of-type { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-math th[rowspan]:nth-of-type(2):hover) .rocm-components-math td, -#rocm-rn-components:has(tbody.rocm-components-math th[rowspan]:nth-of-type(2):hover) .rocm-components-libs th:first-of-type { +#rocm-rn-components:has( + tbody.rocm-components-math th[rowspan]:nth-of-type(2):hover +) + .rocm-components-math + td, +#rocm-rn-components:has( + tbody.rocm-components-math th[rowspan]:nth-of-type(2):hover +) + .rocm-components-libs + th:first-of-type { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-primitives th[rowspan]:nth-of-type(2):hover) .rocm-components-primitives td, -#rocm-rn-components:has(tbody.rocm-components-primitives th[rowspan]:nth-of-type(2):hover) .rocm-components-libs th:first-of-type { +#rocm-rn-components:has( + tbody.rocm-components-primitives th[rowspan]:nth-of-type(2):hover +) + .rocm-components-primitives + td, +#rocm-rn-components:has( + tbody.rocm-components-primitives th[rowspan]:nth-of-type(2):hover +) + .rocm-components-libs + th:first-of-type { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-dev th[rowspan]:nth-of-type(2):hover) .rocm-components-dev td, -#rocm-rn-components:has(tbody.rocm-components-dev th[rowspan]:nth-of-type(2):hover) .rocm-components-tools th:first-of-type { +#rocm-rn-components:has( + tbody.rocm-components-dev th[rowspan]:nth-of-type(2):hover +) + .rocm-components-dev + td, +#rocm-rn-components:has( + tbody.rocm-components-dev th[rowspan]:nth-of-type(2):hover +) + .rocm-components-tools + th:first-of-type { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-perf th[rowspan]:nth-of-type(2):hover) .rocm-components-perf td, -#rocm-rn-components:has(tbody.rocm-components-perf th[rowspan]:nth-of-type(2):hover) .rocm-components-tools th:first-of-type { +#rocm-rn-components:has( + tbody.rocm-components-perf th[rowspan]:nth-of-type(2):hover +) + .rocm-components-perf + td, +#rocm-rn-components:has( + tbody.rocm-components-perf th[rowspan]:nth-of-type(2):hover +) + .rocm-components-tools + th:first-of-type { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-system th[rowspan]:nth-of-type(2):hover) .rocm-components-system td, -#rocm-rn-components:has(tbody.rocm-components-system th[rowspan]:nth-of-type(2):hover) .rocm-components-tools th:first-of-type { +#rocm-rn-components:has( + tbody.rocm-components-system th[rowspan]:nth-of-type(2):hover +) + .rocm-components-system + td, +#rocm-rn-components:has( + tbody.rocm-components-system th[rowspan]:nth-of-type(2):hover +) + .rocm-components-tools + th:first-of-type { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-ml td:hover) .rocm-components-ml th, -#rocm-rn-components:has(tbody.rocm-components-ml td:hover) .rocm-components-libs th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-ml td:hover) + .rocm-components-ml + th, +#rocm-rn-components:has(tbody.rocm-components-ml td:hover) + .rocm-components-libs + th:first-of-type, #rocm-rn-components:has(tbody.rocm-components-ml td:hover) tr:hover > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-communication td:hover) .rocm-components-communication th, -#rocm-rn-components:has(tbody.rocm-components-communication td:hover) .rocm-components-libs th:first-of-type, -#rocm-rn-components:has(tbody.rocm-components-communication td:hover) tr:hover > td { +#rocm-rn-components:has(tbody.rocm-components-communication td:hover) + .rocm-components-communication + th, +#rocm-rn-components:has(tbody.rocm-components-communication td:hover) + .rocm-components-libs + th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-communication td:hover) + tr:hover + > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-math td:hover) .rocm-components-math th, -#rocm-rn-components:has(tbody.rocm-components-math td:hover) .rocm-components-libs th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-math td:hover) + .rocm-components-math + th, +#rocm-rn-components:has(tbody.rocm-components-math td:hover) + .rocm-components-libs + th:first-of-type, #rocm-rn-components:has(tbody.rocm-components-math td:hover) tr:hover > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-primitives td:hover) .rocm-components-primitives th, -#rocm-rn-components:has(tbody.rocm-components-primitives td:hover) .rocm-components-libs th:first-of-type, -#rocm-rn-components:has(tbody.rocm-components-primitives td:hover) tr:hover > td { +#rocm-rn-components:has(tbody.rocm-components-primitives td:hover) + .rocm-components-primitives + th, +#rocm-rn-components:has(tbody.rocm-components-primitives td:hover) + .rocm-components-libs + th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-primitives td:hover) + tr:hover + > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-dev td:hover) .rocm-components-dev th, -#rocm-rn-components:has(tbody.rocm-components-dev td:hover) .rocm-components-tools th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-dev td:hover) + .rocm-components-dev + th, +#rocm-rn-components:has(tbody.rocm-components-dev td:hover) + .rocm-components-tools + th:first-of-type, #rocm-rn-components:has(tbody.rocm-components-dev td:hover) tr:hover > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-perf td:hover) .rocm-components-perf th, -#rocm-rn-components:has(tbody.rocm-components-perf td:hover) .rocm-components-tools th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-perf td:hover) + .rocm-components-perf + th, +#rocm-rn-components:has(tbody.rocm-components-perf td:hover) + .rocm-components-tools + th:first-of-type, #rocm-rn-components:has(tbody.rocm-components-perf td:hover) tr:hover > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-system td:hover) .rocm-components-system th, -#rocm-rn-components:has(tbody.rocm-components-system td:hover) .rocm-components-tools th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-system td:hover) + .rocm-components-system + th, +#rocm-rn-components:has(tbody.rocm-components-system td:hover) + .rocm-components-tools + th:first-of-type, #rocm-rn-components:has(tbody.rocm-components-system td:hover) tr:hover > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-compilers td:hover) .rocm-components-compilers th:first-of-type, -#rocm-rn-components:has(tbody.rocm-components-compilers td:hover) tr:hover > td { +#rocm-rn-components:has(tbody.rocm-components-compilers td:hover) + .rocm-components-compilers + th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-compilers td:hover) + tr:hover + > td { background-color: var(--pst-color-table-row-hover-bg); } -#rocm-rn-components:has(tbody.rocm-components-runtimes td:hover) .rocm-components-runtimes th:first-of-type, +#rocm-rn-components:has(tbody.rocm-components-runtimes td:hover) + .rocm-components-runtimes + th:first-of-type, #rocm-rn-components:has(tbody.rocm-components-runtimes td:hover) tr:hover > td { background-color: var(--pst-color-table-row-hover-bg); }