Package manager integration#
2024-11-26
6 min read time
This section provides information about the required meta-packages for the following AMD ROCm programming models:
Heterogeneous-Computing Interface for Portability (HIP)
OpenCL™
OpenMP™
ROCm package naming conventions#
A meta-package is a grouping of related packages and dependencies used to support a specific use case.
Example: Running HIP applications
All meta-packages exist in both versioned and non-versioned forms.
Non-versioned packages: For a single-version installation of the ROCm stack
Versioned packages: For multi-version installations of the ROCm stack
The figure above demonstrates the single and multi-version ROCm packages’ naming structure, including examples for various Linux distributions. See terms below:
Module - It is the part of the package that represents the name of the ROCm component.
Example: The examples mentioned in the image represent the ROCm HIP module.
Module version - It is the version of the library released in that package. It should increase with a newer release.
Release version - It shows the ROCm release version when the package was released.
Example: 50400 points to the ROCm 5.4.0 release.
Build id - It represents the build number for that release.
Arch - It shows the architecture for which the package was created.
Distro - It describes the distribution for which the package was created. It is valid only for rpm packages.
Example: el8 represents RHEL 8.x packages.
Components of ROCm programming models#
The figure below demonstrates the high-level layered architecture of ROCm programming models and their meta-packages. All meta-packages are a combination of required packages and libraries.
Note
The preceding figure is for informational purposes only. The individual packages in a meta-package are subject to change. To avoid conflicts, install meta-packages, not individual packages.
Example:
rocm-hip-runtimeis used to deploy on supported machines to execute HIP applications.rocm-hip-sdkcontains runtime components to deploy and execute HIP applications.
Note
rocm-llvm is not a meta-package; it’s a single package that installs the ROCm Clang compiler files.
Package |
Description |
|---|---|
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All ROCm core packages, tools, and libraries. |
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The ROCm runtime. |
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Debug and profile HIP applications. |
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Run HIP applications writen for the AMD platform. |
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Develop applications on HIP or port from CUDA. |
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Run OpenCL-based applications on the AMD platform. |
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Develop OpenCL-based applications for the AMD platform. |
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HIP libraries optimized for the AMD platform. |
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Develop or port HIP applications and libraries for the AMD platform. |
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Key machine learning libraries. Includes MIOpen. |
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Develop and run machine learning applications for AMD. |
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Run OpenMP-based applications on the AMD platform. |
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Develop OpenMP-based applications for the AMD software. |
Packages in ROCm programming models#
This section discusses the available meta-packages and their packages. The following table shows the meta-packages and their associated (meta-)packages in a ROCm programming model.
Meta package |
Associated packages |
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Meta packages:
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Packages:
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