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1
.github/CODEOWNERS
vendored
Normal file
@@ -0,0 +1 @@
|
||||
* @saadrahim @Rmalavally @amd-aakash @zhang2amd @jlgreathouse @samjwu
|
||||
12
.github/dependabot.yml
vendored
Normal file
@@ -0,0 +1,12 @@
|
||||
# To get started with Dependabot version updates, you'll need to specify which
|
||||
# package ecosystems to update and where the package manifests are located.
|
||||
# Please see the documentation for all configuration options:
|
||||
# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
|
||||
|
||||
version: 2
|
||||
updates:
|
||||
- package-ecosystem: "pip" # See documentation for possible values
|
||||
directory: "/docs/sphinx" # Location of package manifests
|
||||
open-pull-requests-limit: 10
|
||||
schedule:
|
||||
interval: "daily"
|
||||
56
.github/workflows/linting.yml
vendored
Normal file
@@ -0,0 +1,56 @@
|
||||
name: Linting
|
||||
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
pull_request:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
|
||||
concurrency:
|
||||
group: ${{ github.ref }}-${{ github.workflow }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
lint-rest:
|
||||
name: "RestructuredText"
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v3
|
||||
- name: Install rst-lint
|
||||
run: pip install restructuredtext-lint
|
||||
- name: Lint ResT files
|
||||
run: rst-lint ${{ join(github.workspace, '/docs') }}
|
||||
|
||||
lint-md:
|
||||
name: "Markdown"
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v3
|
||||
- name: Use markdownlint
|
||||
uses: actionshub/markdownlint@v3.1.3
|
||||
with:
|
||||
filesToIgnoreRegex: CHANGELOG.md|(docs\/)?(RELEASE|release).md|tools\/autotag\/templates\/.
|
||||
|
||||
spelling:
|
||||
name: "Spelling"
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v3
|
||||
- name: Fetch config
|
||||
shell: sh
|
||||
run: |
|
||||
curl --silent --show-error --fail --location https://raw.github.com/RadeonOpenCompute/rocm-docs-core/develop/.spellcheck.yaml -O
|
||||
curl --silent --show-error --fail --location https://raw.github.com/RadeonOpenCompute/rocm-docs-core/develop/.wordlist.txt >> .wordlist.txt
|
||||
- name: Run spellcheck
|
||||
uses: rojopolis/spellcheck-github-actions@0.30.0
|
||||
- name: On fail
|
||||
if: failure()
|
||||
run: |
|
||||
echo "Please check for spelling mistakes or add them to '.wordlist.txt' in either the root of this project or in rocm-docs-core."
|
||||
17
.gitignore
vendored
Normal file
@@ -0,0 +1,17 @@
|
||||
.venv
|
||||
.vscode
|
||||
build
|
||||
|
||||
# documentation artifacts
|
||||
_build/
|
||||
_images/
|
||||
_static/
|
||||
_templates/
|
||||
_toc.yml
|
||||
docBin/
|
||||
_doxygen/
|
||||
_readthedocs/
|
||||
|
||||
# avoid duplicating contributing.md due to conf.py
|
||||
docs/contributing.md
|
||||
docs/release.md
|
||||
14
.readthedocs.yaml
Normal file
@@ -0,0 +1,14 @@
|
||||
# Read the Docs configuration file
|
||||
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
|
||||
|
||||
version: 2
|
||||
|
||||
sphinx:
|
||||
configuration: docs/conf.py
|
||||
|
||||
formats: [htmlzip, pdf, epub]
|
||||
|
||||
python:
|
||||
version: "3.8"
|
||||
install:
|
||||
- requirements: docs/sphinx/requirements.txt
|
||||
29
.wordlist.txt
Normal file
@@ -0,0 +1,29 @@
|
||||
# isv_deployment_win
|
||||
ABI
|
||||
# gpu_aware_mpi
|
||||
DMA
|
||||
GDR
|
||||
HCA
|
||||
MPI
|
||||
MVAPICH
|
||||
Mellanox's
|
||||
NIC
|
||||
OFED
|
||||
OSU
|
||||
OpenFabrics
|
||||
PeerDirect
|
||||
RDMA
|
||||
UCX
|
||||
ib_core
|
||||
# linear algebra
|
||||
LAPACK
|
||||
MMA
|
||||
backends
|
||||
cuSOLVER
|
||||
cuSPARSE
|
||||
# tuning_guides
|
||||
BMC
|
||||
DGEMM
|
||||
HPCG
|
||||
HPL
|
||||
IOPM
|
||||
4420
CHANGELOG.md
Normal file
246
CONTRIBUTING.md
Normal file
@@ -0,0 +1,246 @@
|
||||
# Contributing to ROCm Docs
|
||||
|
||||
AMD values and encourages the ROCm community to contribute to our code and
|
||||
documentation. This repository is focused on ROCm documentation and this
|
||||
contribution guide describes the recommend method for creating and modifying our
|
||||
documentation.
|
||||
|
||||
While interacting with ROCm Documentation, we encourage you to be polite and
|
||||
respectful in your contributions, content or otherwise. Authors, maintainers of
|
||||
these docs act on good intentions and to the best of their knowledge.
|
||||
Keep that in mind while you engage. Should you have issues with contributing
|
||||
itself, refer to
|
||||
[discussions](https://github.com/RadeonOpenCompute/ROCm/discussions) on the
|
||||
GitHub repository.
|
||||
|
||||
## Supported Formats
|
||||
|
||||
Our documentation includes both markdown and rst files. Markdown is encouraged
|
||||
over rst due to the lower barrier to participation. GitHub flavored markdown is preferred
|
||||
for all submissions as it will render accurately on our GitHub repositories. For existing documentation,
|
||||
[MyST](https://myst-parser.readthedocs.io/en/latest/intro.html) markdown
|
||||
is used to implement certain features unsupported in GitHub markdown. This is
|
||||
not encouraged for new documentation. AMD will transition
|
||||
to stricter use of GitHub flavored markdown with a few caveats. ROCm documentation
|
||||
also uses [sphinx-design](https://sphinx-design.readthedocs.io/en/latest/index.html)
|
||||
in our markdown and rst files. We also will use breathe syntax for doxygen documentation
|
||||
in our markdown files. Other design elements for effective HTML rendering of the documents
|
||||
may be added to our markdown files. Please see
|
||||
[GitHub](https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github)'s
|
||||
guide on writing and formatting on GitHub as a starting point.
|
||||
|
||||
ROCm documentation adds additional requirements to markdown and rst based files
|
||||
as follows:
|
||||
|
||||
- Level one headers are only used for page titles. There must be only one level
|
||||
1 header per file for both Markdown and Restructured Text.
|
||||
- Pass [markdownlint](https://github.com/markdownlint/markdownlint) check via
|
||||
our automated github action on a Pull Request (PR).
|
||||
|
||||
## Filenames and folder structure
|
||||
|
||||
Please use snake case for file names. Our documentation follows pitchfork for
|
||||
folder structure. All documentation is in /docs except for special files like
|
||||
the contributing guide in the / folder. All images used in the documentation are
|
||||
place in the /docs/data folder.
|
||||
|
||||
## How to provide feedback for for ROCm documentation
|
||||
|
||||
There are three standard ways to provide feedback for this repository.
|
||||
|
||||
### Pull Request
|
||||
|
||||
All contributions to ROCm documentation should arrive via the
|
||||
[GitHub Flow](https://docs.github.com/en/get-started/quickstart/github-flow)
|
||||
targetting the develop branch of the repository. If you are unable to contribute
|
||||
via the GitHub Flow, feel free to email us. TODO, confirm email address.
|
||||
|
||||
### GitHub Issue
|
||||
|
||||
Issues on existing or absent docs can be filed as [GitHub issues
|
||||
](https://github.com/RadeonOpenCompute/ROCm/issues).
|
||||
|
||||
### Email Feedback
|
||||
|
||||
## Language and Style
|
||||
|
||||
Adopting Microsoft CPP-Docs guidelines for [Voice and Tone
|
||||
](https://github.com/MicrosoftDocs/cpp-docs/blob/main/styleguide/voice-tone.md).
|
||||
|
||||
ROCm documentation templates to be made public shortly. ROCm templates dictate
|
||||
the recommended structure and flow of the documentation. Guidelines on how to
|
||||
integrate figures, equations, and tables are all based off
|
||||
[MyST](https://myst-parser.readthedocs.io/en/latest/intro.html).
|
||||
|
||||
Font size and selection, page layout, white space control, and other formatting
|
||||
details are controlled via rocm-docs-core, sphinx extention. Please raise issues
|
||||
in rocm-docs-core for any formatting concerns and changes requested.
|
||||
|
||||
## Building Documentation
|
||||
|
||||
While contributing, one may build the documentation locally on the command-line
|
||||
or rely on Continuous Integration for previewing the resulting HTML pages in a
|
||||
browser.
|
||||
|
||||
### Command line documentation builds
|
||||
|
||||
Python versions known to build documentation:
|
||||
|
||||
- 3.8
|
||||
|
||||
To build the docs locally using Python Virtual Environment (`venv`), execute the
|
||||
following commands from the project root:
|
||||
|
||||
```sh
|
||||
python3 -mvenv .venv
|
||||
# Windows
|
||||
.venv/Scripts/python -m pip install -r docs/sphinx/requirements.txt
|
||||
.venv/Scripts/python -m sphinx -T -E -b html -d _build/doctrees -D language=en docs _build/html
|
||||
# Linux
|
||||
.venv/bin/python -m pip install -r docs/sphinx/requirements.txt
|
||||
.venv/bin/python -m sphinx -T -E -b html -d _build/doctrees -D language=en docs _build/html
|
||||
```
|
||||
|
||||
Then open up `_build/html/index.html` in your favorite browser.
|
||||
|
||||
### Pull Requests documentation builds
|
||||
|
||||
When opening a PR to the `develop` branch on GitHub, the page corresponding to
|
||||
the PR (`https://github.com/RadeonOpenCompute/ROCm/pull/<pr_number>`) will have
|
||||
a summary at the bottom. This requires the user be logged in to GitHub.
|
||||
|
||||
- There, click `Show all checks` and `Details` of the Read the Docs pipeline. It
|
||||
will take you to `https://readthedocs.com/projects/advanced-micro-devices-rocm/
|
||||
builds/<some_build_num>/`
|
||||
- The list of commands shown are the exact ones used by CI to produce a render
|
||||
of the documentation.
|
||||
- There, click on the small blue link `View docs` (which is not the same as the
|
||||
bigger button with the same text). It will take you to the built HTML site with
|
||||
a URL of the form `https://
|
||||
advanced-micro-devices-demo--<pr_number>.com.readthedocs.build/projects/alpha/en
|
||||
/<pr_number>/`.
|
||||
|
||||
### Build the docs using VS Code
|
||||
|
||||
One can put together a productive environment to author documentation and also
|
||||
test it locally using VS Code with only a handful of extensions. Even though the
|
||||
extension landscape of VS Code is ever changing, here is one example setup that
|
||||
proved useful at the time of writing. In it, one can change/add content, build a
|
||||
new version of the docs using a single VS Code Task (or hotkey), see all errors/
|
||||
warnings emitted by Sphinx in the Problems pane and immediately see the
|
||||
resulting website show up on a locally serving web server.
|
||||
|
||||
#### Configuring VS Code
|
||||
|
||||
1. Install the following extensions:
|
||||
|
||||
- Python (ms-python.python)
|
||||
- Live Server (ritwickdey.LiveServer)
|
||||
|
||||
2. Add the following entries in `.vscode/settings.json`
|
||||
|
||||
```json
|
||||
{
|
||||
"liveServer.settings.root": "/.vscode/build/html",
|
||||
"liveServer.settings.wait": 1000,
|
||||
"python.terminal.activateEnvInCurrentTerminal": true
|
||||
}
|
||||
```
|
||||
|
||||
The settings in order are set for the following reasons:
|
||||
- Sets the root of the output website for live previews. Must be changed
|
||||
alongside the `tasks.json` command.
|
||||
- Tells live server to wait with the update to give time for Sphinx to
|
||||
regenerate site contents and not refresh before all is don. (Empirical value)
|
||||
- Automatic virtual env activation is a nice touch, should you want to build
|
||||
the site from the integrated terminal.
|
||||
|
||||
3. Add the following tasks in `.vscode/tasks.json`
|
||||
|
||||
```json
|
||||
{
|
||||
"version": "2.0.0",
|
||||
"tasks": [
|
||||
{
|
||||
"label": "Build Docs",
|
||||
"type": "process",
|
||||
"windows": {
|
||||
"command": "${workspaceFolder}/.venv/Scripts/python.exe"
|
||||
},
|
||||
"command": "${workspaceFolder}/.venv/bin/python3",
|
||||
"args": [
|
||||
"-m",
|
||||
"sphinx",
|
||||
"-j",
|
||||
"auto",
|
||||
"-T",
|
||||
"-b",
|
||||
"html",
|
||||
"-d",
|
||||
"${workspaceFolder}/.vscode/build/doctrees",
|
||||
"-D",
|
||||
"language=en",
|
||||
"${workspaceFolder}/docs",
|
||||
"${workspaceFolder}/.vscode/build/html"
|
||||
],
|
||||
"problemMatcher": [
|
||||
{
|
||||
"owner": "sphinx",
|
||||
"fileLocation": "absolute",
|
||||
"pattern": {
|
||||
"regexp": "^(?:.*\\.{3}\\s+)?(\\/[^:]*|[a-zA-Z]:\\\\[^:]*):(\\d+):\\s+(WARNING|ERROR):\\s+(.*)$",
|
||||
"file": 1,
|
||||
"line": 2,
|
||||
"severity": 3,
|
||||
"message": 4
|
||||
},
|
||||
},
|
||||
{
|
||||
"owner": "sphinx",
|
||||
"fileLocation": "absolute",
|
||||
"pattern": {
|
||||
"regexp": "^(?:.*\\.{3}\\s+)?(\\/[^:]*|[a-zA-Z]:\\\\[^:]*):{1,2}\\s+(WARNING|ERROR):\\s+(.*)$",
|
||||
"file": 1,
|
||||
"severity": 2,
|
||||
"message": 3
|
||||
}
|
||||
}
|
||||
],
|
||||
"group": {
|
||||
"kind": "build",
|
||||
"isDefault": true
|
||||
}
|
||||
},
|
||||
],
|
||||
}
|
||||
```
|
||||
|
||||
> (Implementation detail: two problem matchers were needed to be defined,
|
||||
> because VS Code doesn't tolerate some problem information being potentially
|
||||
> absent. While a single regex could match all types of errors, if a capture
|
||||
> group remains empty (the line number doesn't show up in all warning/error
|
||||
> messages) but the `pattern` references said empty capture group, VS Code
|
||||
> discards the message completely.)
|
||||
|
||||
4. Configure Python virtual environment (venv)
|
||||
|
||||
- From the Command Palette, run `Python: Create Environment`
|
||||
- Select `venv` environment and the `docs/sphinx/requirements.txt` file.
|
||||
_(Simply pressing enter while hovering over the file from the dropdown is
|
||||
insufficient, one has to select the radio button with the 'Space' key if
|
||||
using the keyboard.)_
|
||||
|
||||
5. Build the docs
|
||||
|
||||
- Launch the default build Task using either:
|
||||
- a hotkey _(default is 'Ctrl+Shift+B')_ or
|
||||
- by issuing the `Tasks: Run Build Task` from the Command Palette.
|
||||
|
||||
6. Open the live preview
|
||||
|
||||
- Navigate to the output of the site within VS Code, right-click on
|
||||
`.vscode/build/html/index.html` and select `Open with Live Server`. The
|
||||
contents should update on every rebuild without having to refresh the
|
||||
browser.
|
||||
|
||||
<!-- markdownlint-restore -->
|
||||
BIN
HIPClang2.png
|
Before Width: | Height: | Size: 42 KiB |
21
LICENSE
Normal file
@@ -0,0 +1,21 @@
|
||||
MIT License
|
||||
|
||||
Copyright (c) 2023 Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
Permission is hereby granted, free of charge, to any person obtaining a copy
|
||||
of this software and associated documentation files (the "Software"), to deal
|
||||
in the Software without restriction, including without limitation the rights
|
||||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
|
||||
copies of the Software, and to permit persons to whom the Software is
|
||||
furnished to do so, subject to the following conditions:
|
||||
|
||||
The above copyright notice and this permission notice shall be included in all
|
||||
copies or substantial portions of the Software.
|
||||
|
||||
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
|
||||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
|
||||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
|
||||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
|
||||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
|
||||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
|
||||
SOFTWARE.
|
||||
689
README.md
@@ -1,668 +1,45 @@
|
||||
# AMD ROCm Release Notes v3.5.0
|
||||
This page describes the features, fixed issues, and information about downloading and installing the ROCm software.
|
||||
It also covers known issues and deprecated features in the ROCm v3.5.0 release.
|
||||
# AMD ROCm™ Platform - Powering Your GPU Computational Needs
|
||||
|
||||
- [Supported Operating Systems and Documentation Updates](#Supported-Operating-Systems-and-Documentation-Updates)
|
||||
* [Supported Operating Systems](#Supported-Operating-Systems)
|
||||
* [Documentation Updates](#Documentation-Updates)
|
||||
|
||||
- [What\'s New in This Release](#Whats-New-in-This-Release)
|
||||
* [Upgrading to This Release](#Upgrading-to-This-Release)
|
||||
* [Heterogeneous-Compute Interface for Portability](#Heterogeneous-Compute-Interface-for-Portability)
|
||||
* [Radeon Open Compute Common Language Runtime](#Radeon-Open-Compute-Common-Language-Runtime)
|
||||
* [OpenCL Runtime](#OpenCL-Runtime)
|
||||
* [AMD ROCm GNU Debugger ROCgdb](#AMD-ROCm-GNU-Debugger-ROCgdb)
|
||||
* [AMD ROCm Debugger API Library](#AMD-ROCm-Debugger-API-Library)
|
||||
* [rocProfiler Dispatch Callbacks Start/Stop API](#rocProfiler-Dispatch-Callbacks-Start-Stop-API)
|
||||
* [ROCm Communications Collective Library](#ROCm-Communications-Collective-Library)
|
||||
* [NVIDIA Communications Collective Library Version Compatibility](#NVIDIA-Communications-Collective-Library-Version-Compatibility)
|
||||
* [MIOpen Optional Kernel Package Installation](#MIOpen-Optional-Kernel-Package-Installation)
|
||||
* [New SMI Event Interface and Library](#New-SMI-Event-Interface-and-Library)
|
||||
* [API for CPU Affinity](#API-for-CPU-Affinity)
|
||||
* [Radeon Performance Primitives Library](#Radeon-Performance-Primitives-Library)
|
||||
|
||||
|
||||
- [Fixed Issues](#Fixed-Issues)
|
||||
ROCm™ is an open-source stack for GPU computation. ROCm is primarily Open-Source
|
||||
Software (OSS) that allows developers the freedom to customize and tailor their
|
||||
GPU software for their own needs while collaborating with a community of other
|
||||
developers, and helping each other find solutions in an agile, flexible, rapid
|
||||
and secure manner.
|
||||
|
||||
- [Known Issues](#Known-Issues)
|
||||
ROCm is a collection of drivers, development tools and APIs enabling GPU
|
||||
programming from the low-level kernel to end-user applications. ROCm is powered
|
||||
by AMD’s Heterogeneous-computing Interface for Portability (HIP), an OSS C++ GPU
|
||||
programming environment and its corresponding runtime. HIP allows ROCm
|
||||
developers to create portable applications on different platforms by deploying
|
||||
code on a range of platforms, from dedicated gaming GPUs to exascale HPC
|
||||
clusters. ROCm supports programming models such as OpenMP and OpenCL, and
|
||||
includes all the necessary OSS compilers, debuggers and libraries. ROCm is fully
|
||||
integrated into ML frameworks such as PyTorch and TensorFlow. ROCm can be
|
||||
deployed in many ways, including through the use of containers such as Docker,
|
||||
Spack, and your own build from source.
|
||||
|
||||
- [Deprecations](#Deprecations)
|
||||
* [Heterogeneous Compute Compiler](#Heterogeneous-Compute-Compiler)
|
||||
ROCm’s goal is to allow our users to maximize their GPU hardware investment.
|
||||
ROCm is designed to help develop, test and deploy GPU accelerated HPC, AI,
|
||||
scientific computing, CAD, and other applications in a free, open-source,
|
||||
integrated and secure software ecosystem.
|
||||
|
||||
- [Deploying ROCm](#Deploying-ROCm)
|
||||
|
||||
- [Hardware and Software Support](#Hardware-and-Software-Support)
|
||||
This repository contains the manifest file for ROCm™ releases, changelogs, and
|
||||
release information. The file default.xml contains information for all
|
||||
repositories and the associated commit used to build the current ROCm release.
|
||||
|
||||
- [Machine Learning and High Performance Computing Software Stack for AMD GPU](#Machine-Learning-and-High-Performance-Computing-Software-Stack-for-AMD-GPU)
|
||||
* [ROCm Binary Package Structure](#ROCm-Binary-Package-Structure)
|
||||
* [ROCm Platform Packages](#ROCm-Platform-Packages)
|
||||
The default.xml file uses the repo Manifest format.
|
||||
|
||||
# Supported Operating Systems and Documentation Updates
|
||||
## How to build documentation via Sphinx
|
||||
|
||||
## Supported Operating Systems
|
||||
```bash
|
||||
cd docs
|
||||
|
||||
The AMD ROCm v3.5.x platform is designed to support the following operating systems:
|
||||
pip3 install -r sphinx/requirements.txt
|
||||
|
||||
* Ubuntu 16.04.6(Kernel 4.15) and 18.04.4(Kernel 5.3)
|
||||
* CentOS 7.7 (Kernel 3.10-1062) and RHEL 7.8(Kernel 3.10.0-1127)(Using devtoolset-7 runtime support)
|
||||
* SLES 15 SP1
|
||||
* CentOS and RHEL 8.1(Kernel 4.18.0-147)
|
||||
|
||||
|
||||
## Documentation Updates
|
||||
|
||||
### HIP-Clang Compile
|
||||
|
||||
* [HIP FAQ - Transition from HCC to HIP-Clang](https://rocmdocs.amd.com/en/latest/Programming_Guides/HIP-FAQ.html#hip-faq)
|
||||
* [HIP-Clang Porting Guide](https://rocmdocs.amd.com/en/latest/Programming_Guides/HIP-porting-guide.html#hip-porting-guide)
|
||||
* [HIP - Glossary of Terms](https://rocmdocs.amd.com/en/latest/ROCm_Glossary/ROCm-Glossary.html)
|
||||
|
||||
### AMD ROCDebugger (ROCgdb)
|
||||
|
||||
* [ROCgdb User Guide](https://github.com/RadeonOpenCompute/ROCm/blob/master/gdb.pdf)
|
||||
* [ROCgdbapi Guide](https://github.com/RadeonOpenCompute/ROCm/blob/master/amd-dbgapi.pdf)
|
||||
|
||||
### AMD ROCm Systems Management Interface
|
||||
|
||||
* [System Management Interface Event API Guide](https://github.com/RadeonOpenCompute/ROCm/blob/master/ROCm_SMI_Manual.pdf)
|
||||
|
||||
### AMD ROCm Deep Learning
|
||||
|
||||
* [MIOpen API](https://github.com/ROCmSoftwarePlatform/MIOpen)
|
||||
|
||||
### AMD ROCm Glossary of Terms
|
||||
|
||||
* [Updated Glossary of Terms and Definitions](https://rocmdocs.amd.com/en/latest/ROCm_Glossary/ROCm-Glossary.html)
|
||||
|
||||
### General AMD ROCm Documentatin Links
|
||||
|
||||
Access the following links for more information on:
|
||||
|
||||
* For AMD ROCm documentation, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/
|
||||
|
||||
* For installation instructions on supported platforms, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html
|
||||
|
||||
* For AMD ROCm binary structure, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#machine-learning-and-high-performance-computing-software-stack-for-amd-gpu-v3-3-0
|
||||
|
||||
* For AMD ROCm Release History, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#amd-rocm-version-history
|
||||
|
||||
|
||||
# What\'s New in This Release
|
||||
|
||||
## Upgrading to This Release
|
||||
|
||||
You must perform a fresh and a clean AMD ROCm install to successfully upgrade from v3.3 to v3.5. The following changes apply in this release:
|
||||
|
||||
* HCC is deprecated and replaced with the HIP-Clang compiler
|
||||
* HIP-HCC runtime is changed to Radeon Open Compute Common Language Runtime (HIP-ROCClr)
|
||||
* In the v3.5 release, the firmware is separated from the kernel package. The difference is as follows:
|
||||
* v3.5 release has two separate rock-dkms and rock-dkms-firmware packages
|
||||
* v3.3 release had the firmware as part of the rock-dkms package
|
||||
|
||||
|
||||
## rocProf Command Line Tool Python Requirement
|
||||
SQLite3 is a required Python module for the rocprof command-line tool. You can install the SQLite3 Python module using the pip utility and set env var ROCP_PYTHON_VERSION to the Python version, which includes the SQLite3 module.
|
||||
|
||||
|
||||
|
||||
## Heterogeneous-Compute Interface for Portability
|
||||
|
||||
In this release, the Heterogeneous Compute Compiler (HCC) compiler is deprecated and the HIP-Clang compiler is introduced for compiling Heterogeneous-Compute Interface for Portability (HIP) programs.
|
||||
|
||||
NOTE: The HCC environment variables will be gradually deprecated in subsequent releases.
|
||||
|
||||
The majority of the codebase for the HIP-Clang compiler has been upstreamed to the Clang trunk. The HIP-Clang implementation has undergone a strict code review by the LLVM/Clang community and comprehensive tests consisting of LLVM/Clang build bots. These reviews and tests resulted in higher productivity, code quality, and lower cost of maintenance.
|
||||
|
||||

|
||||
|
||||
For most HIP applications, the transition from HCC to HIP-Clang is transparent and efficient as the HIPCC and HIP cmake files automatically choose compilation options for HIP-Clang and hide the difference between the HCC and HIP-Clang code. However, minor changes may be required as HIP-Clang has a stricter syntax and semantic checks compared to HCC.
|
||||
|
||||
NOTE: Native HCC language features are no longer supported.
|
||||
|
||||
## Radeon Open Compute Common Language Runtime
|
||||
In this release, the HIP runtime API is implemented on top of Radeon Open Compute Common Language Runtime (ROCclr). ROCclr is an abstraction layer that provides the ability to interact with different runtime backends such as ROCr.
|
||||
|
||||
## OpenCL Runtime
|
||||
The following OpenCL runtime changes are made in this release:
|
||||
|
||||
* AMD ROCm OpenCL Runtime extends support to OpenCL2.2
|
||||
* The developer branch is changed from master to master-next
|
||||
|
||||
## AMD ROCm GNU Debugger (ROCgdb)
|
||||
The AMD ROCm Debugger (ROCgdb) is the AMD ROCm source-level debugger for Linux based on the GNU Debugger (GDB). It enables heterogeneous debugging on the AMD ROCm platform of an x86-based host architecture along with AMD GPU architectures and supported by the AMD Debugger API Library (ROCdbgapi).
|
||||
|
||||
The AMD ROCm Debugger is installed by the rocm-gdb package. The rocm-gdb package is part of the rocm-dev meta-package, which is in the rocm-dkms package.
|
||||
|
||||
The current AMD ROCm Debugger (ROCgdb) is an initial prototype that focuses on source line debugging. Note, symbolic variable debugging capabilities are not currently supported.
|
||||
|
||||
You can use the standard GDB commands for both CPU and GPU code debugging. For more information about ROCgdb, refer to the ROCgdb User Guide, which is installed at:
|
||||
|
||||
* /opt/rocm/share/info/gdb.info as a texinfo file
|
||||
* /opt/rocm/share/doc/gdb/gdb.pdf as a PDF file
|
||||
|
||||
The AMD ROCm Debugger User Guide is available as a PDF at:
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/gdb.pdf
|
||||
|
||||
For more information about GNU Debugger (GDB), refer to the GNU Debugger (GDB) web site at: http://www.gnu.org/software/gdb
|
||||
|
||||
|
||||
## AMD ROCm Debugger API Library
|
||||
|
||||
The AMD ROCm Debugger API Library (ROCdbgapi) implements an AMD GPU debugger application programming interface (API) that provides the support necessary for a client of the library to control the execution and inspect the state of AMD GPU devices.
|
||||
|
||||
The following AMD GPU architectures are supported:
|
||||
* Vega 10
|
||||
* Vega 7nm
|
||||
|
||||
The AMD ROCm Debugger API Library is installed by the rocm-dbgapi package. The rocm-gdb package is part of the rocm-dev meta-package, which is in the rocm-dkms package.
|
||||
The AMD ROCm Debugger API Specification is available as a PDF at:
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/amd-dbgapi.pdf
|
||||
|
||||
## rocProfiler Dispatch Callbacks Start Stop API
|
||||
|
||||
In this release, a new rocprofiler start/stop API is added to enable/disable GPU kernel HSA dispatch callbacks. The callback can be registered with the 'rocprofiler_set_hsa_callbacks' API. The API helps you eliminate some profiling performance impact by invoking the profiler only for kernel dispatches of interest. This optimization will result in significant performance gains.
|
||||
|
||||
The API provides the following functions:
|
||||
* *hsa_status_t rocprofiler_start_queue_callbacks();* is used to start profiling
|
||||
* *hsa_status_t rocprofiler_stop_queue_callbacks();* is used to stop profiling.
|
||||
|
||||
For more information on kernel dispatches, see the HSA Platform System Architecture Specification guide at http://www.hsafoundation.com/standards/.
|
||||
|
||||
## ROCm Communications Collective Library
|
||||
The ROCm Communications Collective Library (RCCL) consists of the following enhancements:
|
||||
* Re-enable target 0x803
|
||||
* Build time improvements for the HIP-Clang compiler
|
||||
|
||||
### NVIDIA Communications Collective Library Version Compatibility
|
||||
AMD RCCL is now compatible with NVIDIA Communications Collective Library (NCCL) v2.6.4 and provides the following features:
|
||||
* Network interface improvements with API v3
|
||||
* Network topology detection
|
||||
* Improved CPU type detection
|
||||
* Infiniband adaptive routing support
|
||||
|
||||
## MIOpen Optional Kernel Package Installation
|
||||
MIOpen provides an optional pre-compiled kernel package to reduce startup latency.
|
||||
|
||||
NOTE: The installation of this package is optional. MIOpen will continue to function as expected even if you choose to not install the pre-compiled kernel package. This is because MIOpen compiles the kernels on the target machine once the kernel is run. However, the compilation step may significantly increase the startup time for different operations.
|
||||
|
||||
To install the kernel package for your GPU architecture, use the following command:
|
||||
|
||||
*apt-get install miopen-kernels-<arch>-<num cu>*
|
||||
|
||||
* <arch> is the GPU architecture. For example, gfx900, gfx906
|
||||
* <num cu> is the number of CUs available in the GPU. For example, 56 or 64
|
||||
|
||||
|
||||
## New SMI Event Interface and Library
|
||||
|
||||
An SMI event interface is added to the kernel and ROCm SMI lib for system administrators to get notified when specific events occur. On the kernel side, AMDKFD_IOC_SMI_EVENTS input/output control is enhanced to allow notifications propagation to user mode through the event channel.
|
||||
|
||||
On the ROCm SMI lib side, APIs are added to set an event mask and receive event notifications with a timeout option. Further, ROCm SMI API details can be found in the PDF generated by Doxygen from source or by referring to the rocm_smi.h header file (see the rsmi_event_notification_* functions).
|
||||
|
||||
For the more details about ROCm SMI API, see
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/ROCm_SMI_Manual.pdf
|
||||
|
||||
## API for CPU Affinity
|
||||
A new API is introduced for aiding applications to select the appropriate memory node for a given accelerator(GPU).
|
||||
|
||||
The API for CPU affinity has the following signature:
|
||||
|
||||
*rsmi_status_t rsmi_topo_numa_affinity_get(uint32_t dv_ind, uint32_t *numa_node);*
|
||||
|
||||
This API takes as input, device index (dv_ind), and returns the NUMA node (CPU affinity), stored at the location pointed by numa_node pointer, associated with the device.
|
||||
|
||||
Non-Uniform Memory Access (NUMA) is a computer memory design used in multiprocessing, where the memory access time depends on the memory location relative to the processor.
|
||||
|
||||
## Radeon Performance Primitives Library
|
||||
The new Radeon Performance Primitives (RPP) library is a comprehensive high-performance computer vision library for AMD (CPU and GPU) with the HIP and OpenCL backend. The target operating system is Linux.
|
||||
|
||||

|
||||
|
||||
For more information about prerequisites and library functions, see
|
||||
|
||||
https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/tree/master/docs
|
||||
|
||||
# Fixed Issues
|
||||
|
||||
## Device printf Support for HIP-Clang
|
||||
HIP now supports the use of printf in the device code. The parameters and return value for the device-side printf follow the POSIX.1 standard, with the exception that the "%n" specifier is not supported. A call to printf blocks the calling wavefront until the operation is completely processed by the host.
|
||||
|
||||
No host-side runtime calls by the application are needed to cause the output to appear. There is also no limit on the number of device-side calls to printf or the amount of data that is printed.
|
||||
|
||||
For more details, refer the HIP Programming Guide at:
|
||||
https://rocmdocs.amd.com/en/latest/Programming_Guides/HIP-GUIDE.html#hip-guide
|
||||
|
||||
## Assertions in HIP Device Code
|
||||
Previously, a failing assertion caused early termination of kernels and the application to exit with a line number, file, and failing condition printed to the screen.
|
||||
This issue is now fixed and the assert() and abort() functions are implemented for HIP device code.
|
||||
NOTE: There may be a performance impact in the use of device assertions in its current form.
|
||||
|
||||
You may choose to disable the assertion in the production code. For example, to disable an assertion of:
|
||||
|
||||
*assert(foo != 0);*
|
||||
|
||||
you may comment it out as:
|
||||
|
||||
*//assert(foo != 0);*
|
||||
|
||||
NOTE: Assertions are currently enabled by default.
|
||||
|
||||
# Known Issues
|
||||
The following are the known issues in the v3.5 release.
|
||||
|
||||
## HIPify-Clang Installation Failure on CentOS/RHEL
|
||||
|
||||
HIPify-Clang fails to install on CentOS/RHEL with the following error:
|
||||
|
||||
*file from install of hipify-clang conflicts with file from package hip-base*
|
||||
|
||||
**Workaround**: This is a known issue and the following workaround is recommended for a successful installation of HIPify-Clang on CentOS/RHEL:
|
||||
|
||||
* Download HIPify-Clang RPM. For example, *hipify-clang-11.0.0.x86_64.rpm*
|
||||
* Perform a force install using the following command:
|
||||
|
||||
*sudo rpm -ivh --force hipify-clang-11.0.0.x86_64.rpm*
|
||||
|
||||
|
||||
## Failure to Process Breakpoint before Queue Destroy Results in ROCm Debugger Error
|
||||
When ROCgdb is in non-stop mode with an application that rapidly creates and destroys queues, a breakpoint may be reported that is not processed by the debugger before the queue is deleted. In some cases, this can result in the following error that prevents further debugging:
|
||||
|
||||
*[amd-dbgapi]: fatal error: kfd_queue_id 2 should have been reported as a NEW_QUEUE before next_pending_event failed (rc=-2)*
|
||||
|
||||
There are no known workarounds at this time.
|
||||
|
||||
## Failure to Process Breakpoint before Queue Destroy Results in ROCm Debugger API Error
|
||||
|
||||
When the ROCdbgapi library is used with an application that rapidly creates and destroys queues, a breakpoint may be reported that is not processed by the client before the queue is deleted. In some cases, this can result in a fatal error and the following error log message is produced:
|
||||
|
||||
*[amd-dbgapi]: fatal error: kfd_queue_id 2 should have been reported as a NEW_QUEUE before next_pending_event failed (rc=-2)*
|
||||
|
||||
There are no known workarounds at this time.
|
||||
|
||||
## rocThrust and hipCUB Unit Test Failures
|
||||
|
||||
The following unit test failures have been observed due to known issues in the ROCclr runtime.
|
||||
|
||||
rocThrust
|
||||
* sort
|
||||
* sort_by_key
|
||||
|
||||
hipCUB
|
||||
* BlockDiscontinuity
|
||||
* BlockExchange
|
||||
* BlockHistogram
|
||||
* BlockRadixSort
|
||||
* BlockReduce
|
||||
* BlockScan
|
||||
|
||||
There are no known workarounds in the current release.
|
||||
|
||||
|
||||
## Multiple GPU Configuration Freezes with Imagenet Training and tf_cnn_benchmark on TensorFlow
|
||||
|
||||
A random freeze has been observed with Imagenet training and tf_cnn_benchmark on TensorFlow when multiple GPU configurations are involved.
|
||||
|
||||
There is no freeze observed with single GPUs.
|
||||
|
||||
There are no known workarounds at this time.
|
||||
|
||||
## Issue with Running AMD ROCm v3.3 User Mode with AMD ROCm v3.5 DKMS Kernel Module
|
||||
|
||||
Running AMD ROCm v3.3 in the user mode with the AMD ROCm v3.5 DKMS kernel module will cause the following features to be broken:
|
||||
|
||||
* IPC import/export, cross memory copy (used by UCX and MPI)
|
||||
* Experimental GDB support
|
||||
|
||||
**Resolution**: Install ROCm v3.5 Thunk (*Hsakmt*) when using ROCm 3.5 Kernel Fusion Driver (KFD).
|
||||
|
||||
|
||||
## SQLite3 Library Not Found in ROCProfiler
|
||||
|
||||
The ROCProfiler tool appears to be broken when the SQLite3 library is not found.
|
||||
|
||||
**Resolution**: Install the SQLite3 Python module separately and ensure the environment variable is set to ROCP_PYTHON_VERSION to confirm the Python version, which includes the SQLite3 module.
|
||||
|
||||
|
||||
|
||||
# Deprecations
|
||||
Install ROCm v3.5 Thunk (Hsakmt) when using ROCm 3.5 Kernel Fusion Driver (KFD). You can access the Thunk package at:
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface
|
||||
## Heterogeneous Compute Compiler
|
||||
In this release, the Heterogeneous Compute Compiler (HCC) compiler is deprecated and the HIP-Clang compiler is introduced for compiling Heterogeneous-Compute Interface for Portability (HIP) programs.
|
||||
|
||||
For more information, see HIP documentation at:
|
||||
https://rocmdocs.amd.com/en/latest/Programming_Guides/Programming-Guides.html
|
||||
|
||||
|
||||
## Deploying ROCm
|
||||
AMD hosts both Debian and RPM repositories for the ROCm v3.5.x packages.
|
||||
|
||||
For more information on ROCM installation on all platforms, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html
|
||||
|
||||
## Hardware and Software Support
|
||||
ROCm is focused on using AMD GPUs to accelerate computational tasks such as machine learning, engineering workloads, and scientific computing.
|
||||
In order to focus our development efforts on these domains of interest, ROCm supports a targeted set of hardware configurations which are detailed further in this section.
|
||||
|
||||
#### Supported GPUs
|
||||
Because the ROCm Platform has a focus on particular computational domains, we offer official support for a selection of AMD GPUs that are designed to offer good performance and price in these domains.
|
||||
|
||||
ROCm officially supports AMD GPUs that use following chips:
|
||||
|
||||
* GFX8 GPUs
|
||||
* "Fiji" chips, such as on the AMD Radeon R9 Fury X and Radeon Instinct MI8
|
||||
* "Polaris 10" chips, such as on the AMD Radeon RX 580 and Radeon Instinct MI6
|
||||
* GFX9 GPUs
|
||||
* "Vega 10" chips, such as on the AMD Radeon RX Vega 64 and Radeon Instinct MI25
|
||||
* "Vega 7nm" chips, such as on the Radeon Instinct MI50, Radeon Instinct MI60 or AMD Radeon VII
|
||||
|
||||
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
|
||||
Some of this software may work with more GPUs than the "officially supported" list above, though AMD does not make any official claims of support for these devices on the ROCm software platform.
|
||||
The following list of GPUs are enabled in the ROCm software, though full support is not guaranteed:
|
||||
|
||||
* GFX8 GPUs
|
||||
* "Polaris 11" chips, such as on the AMD Radeon RX 570 and Radeon Pro WX 4100
|
||||
* "Polaris 12" chips, such as on the AMD Radeon RX 550 and Radeon RX 540
|
||||
* GFX7 GPUs
|
||||
* "Hawaii" chips, such as the AMD Radeon R9 390X and FirePro W9100
|
||||
|
||||
As described in the next section, GFX8 GPUs require PCI Express 3.0 (PCIe 3.0) with support for PCIe atomics. This requires both CPU and motherboard support. GFX9 GPUs require PCIe 3.0 with support for PCIe atomics by default, but they can operate in most cases without this capability.
|
||||
|
||||
The integrated GPUs in AMD APUs are not officially supported targets for ROCm.
|
||||
As described [below](#limited-support), "Carrizo", "Bristol Ridge", and "Raven Ridge" APUs are enabled in our upstream drivers and the ROCm OpenCL runtime.
|
||||
However, they are not enabled in our HCC or HIP runtimes, and may not work due to motherboard or OEM hardware limitations.
|
||||
As such, they are not yet officially supported targets for ROCm.
|
||||
|
||||
For a more detailed list of hardware support, please see [the following documentation](https://rocm.github.io/hardware.html).
|
||||
|
||||
#### Supported CPUs
|
||||
As described above, GFX8 GPUs require PCIe 3.0 with PCIe atomics in order to run ROCm.
|
||||
In particular, the CPU and every active PCIe point between the CPU and GPU require support for PCIe 3.0 and PCIe atomics.
|
||||
The CPU root must indicate PCIe AtomicOp Completion capabilities and any intermediate switch must indicate PCIe AtomicOp Routing capabilities.
|
||||
|
||||
Current CPUs which support PCIe Gen3 + PCIe Atomics are:
|
||||
|
||||
* AMD Ryzen CPUs
|
||||
* The CPUs in AMD Ryzen APUs
|
||||
* AMD Ryzen Threadripper CPUs
|
||||
* AMD EPYC CPUs
|
||||
* Intel Xeon E7 v3 or newer CPUs
|
||||
* Intel Xeon E5 v3 or newer CPUs
|
||||
* Intel Xeon E3 v3 or newer CPUs
|
||||
* Intel Core i7 v4, Core i5 v4, Core i3 v4 or newer CPUs (i.e. Haswell family or newer)
|
||||
* Some Ivy Bridge-E systems
|
||||
|
||||
Beginning with ROCm 1.8, GFX9 GPUs (such as Vega 10) no longer require PCIe atomics.
|
||||
We have similarly opened up more options for number of PCIe lanes.
|
||||
GFX9 GPUs can now be run on CPUs without PCIe atomics and on older PCIe generations, such as PCIe 2.0.
|
||||
This is not supported on GPUs below GFX9, e.g. GFX8 cards in the Fiji and Polaris families.
|
||||
|
||||
If you are using any PCIe switches in your system, please note that PCIe Atomics are only supported on some switches, such as Broadcom PLX.
|
||||
When you install your GPUs, make sure you install them in a PCIe 3.1.0 x16, x8, x4, or x1 slot attached either directly to the CPU's Root I/O controller or via a PCIe switch directly attached to the CPU's Root I/O controller.
|
||||
|
||||
In our experience, many issues stem from trying to use consumer motherboards which provide physical x16 connectors that are electrically connected as e.g. PCIe 2.0 x4, PCIe slots connected via the Southbridge PCIe I/O controller, or PCIe slots connected through a PCIe switch that does
|
||||
not support PCIe atomics.
|
||||
|
||||
If you attempt to run ROCm on a system without proper PCIe atomic support, you may see an error in the kernel log (`dmesg`):
|
||||
```
|
||||
kfd: skipped device 1002:7300, PCI rejects atomics
|
||||
python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html
|
||||
```
|
||||
|
||||
Experimental support for our Hawaii (GFX7) GPUs (Radeon R9 290, R9 390, FirePro W9100, S9150, S9170)
|
||||
does not require or take advantage of PCIe Atomics. However, we still recommend that you use a CPU
|
||||
from the list provided above for compatibility purposes.
|
||||
## Older ROCm™ Releases
|
||||
|
||||
#### Not supported or limited support under ROCm
|
||||
##### Limited support
|
||||
|
||||
* ROCm 2.9.x should support PCIe 2.0 enabled CPUs such as the AMD Opteron, Phenom, Phenom II, Athlon, Athlon X2, Athlon II and older Intel Xeon and Intel Core Architecture and Pentium CPUs. However, we have done very limited testing on these configurations, since our test farm has been catering to CPUs listed above. This is where we need community support. _If you find problems on such setups, please report these issues_.
|
||||
* Thunderbolt 1, 2, and 3 enabled breakout boxes should now be able to work with ROCm. Thunderbolt 1 and 2 are PCIe 2.0 based, and thus are only supported with GPUs that do not require PCIe 3.1.0 atomics (e.g. Vega 10). However, we have done no testing on this configuration and would need community support due to limited access to this type of equipment.
|
||||
* AMD "Carrizo" and "Bristol Ridge" APUs are enabled to run OpenCL, but do not yet support HCC, HIP, or our libraries built on top of these compilers and runtimes.
|
||||
* As of ROCm 2.1, "Carrizo" and "Bristol Ridge" require the use of upstream kernel drivers.
|
||||
* In addition, various "Carrizo" and "Bristol Ridge" platforms may not work due to OEM and ODM choices when it comes to key configurations parameters such as inclusion of the required CRAT tables and IOMMU configuration parameters in the system BIOS.
|
||||
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
|
||||
* AMD "Raven Ridge" APUs are enabled to run OpenCL, but do not yet support HCC, HIP, or our libraries built on top of these compilers and runtimes.
|
||||
* As of ROCm 2.1, "Raven Ridge" requires the use of upstream kernel drivers.
|
||||
* In addition, various "Raven Ridge" platforms may not work due to OEM and ODM choices when it comes to key configurations parameters such as inclusion of the required CRAT tables and IOMMU configuration parameters in the system BIOS.
|
||||
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
|
||||
|
||||
##### Not supported
|
||||
|
||||
* "Tonga", "Iceland", "Vega M", and "Vega 12" GPUs are not supported in ROCm 2.9.x
|
||||
* We do not support GFX8-class GPUs (Fiji, Polaris, etc.) on CPUs that do not have PCIe 3.0 with PCIe atomics.
|
||||
* As such, we do not support AMD Carrizo and Kaveri APUs as hosts for such GPUs.
|
||||
* Thunderbolt 1 and 2 enabled GPUs are not supported by GFX8 GPUs on ROCm. Thunderbolt 1 & 2 are based on PCIe 2.0.
|
||||
|
||||
#### ROCm support in upstream Linux kernels
|
||||
|
||||
As of ROCm 1.9.0, the ROCm user-level software is compatible with the AMD drivers in certain upstream Linux kernels.
|
||||
As such, users have the option of either using the ROCK kernel driver that are part of AMD's ROCm repositories or using the upstream driver and only installing ROCm user-level utilities from AMD's ROCm repositories.
|
||||
|
||||
These releases of the upstream Linux kernel support the following GPUs in ROCm:
|
||||
* 4.17: Fiji, Polaris 10, Polaris 11
|
||||
* 4.18: Fiji, Polaris 10, Polaris 11, Vega10
|
||||
* 4.20: Fiji, Polaris 10, Polaris 11, Vega10, Vega 7nm
|
||||
|
||||
The upstream driver may be useful for running ROCm software on systems that are not compatible with the kernel driver available in AMD's repositories.
|
||||
For users that have the option of using either AMD's or the upstreamed driver, there are various tradeoffs to take into consideration:
|
||||
|
||||
| | Using AMD's `rock-dkms` package | Using the upstream kernel driver |
|
||||
| ---- | ------------------------------------------------------------| ----- |
|
||||
| Pros | More GPU features, and they are enabled earlier | Includes the latest Linux kernel features |
|
||||
| | Tested by AMD on supported distributions | May work on other distributions and with custom kernels |
|
||||
| | Supported GPUs enabled regardless of kernel version | |
|
||||
| | Includes the latest GPU firmware | |
|
||||
| Cons | May not work on all Linux distributions or versions | Features and hardware support varies depending on kernel version |
|
||||
| | Not currently supported on kernels newer than 5.4 | Limits GPU's usage of system memory to 3/8 of system memory (before 5.6). For 5.6 and beyond, both DKMS and upstream kernels allow use of 15/16 of system memory. |
|
||||
| | | IPC and RDMA capabilities are not yet enabled |
|
||||
| | | Not tested by AMD to the same level as `rock-dkms` package |
|
||||
| | | Does not include most up-to-date firmware |
|
||||
|
||||
|
||||
|
||||
## Machine Learning and High Performance Computing Software Stack for AMD GPU
|
||||
|
||||
ROCm Version 3.3.0
|
||||
|
||||
### ROCm Binary Package Structure
|
||||
|
||||
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
|
||||
In AMD's package distributions, these software projects are provided as a separate packages.
|
||||
This allows users to install only the packages they need, if they do not wish to install all of ROCm.
|
||||
These packages will install most of the ROCm software into `/opt/rocm/` by default.
|
||||
|
||||
The packages for each of the major ROCm components are:
|
||||
|
||||
* ROCm Core Components
|
||||
- ROCk Kernel Driver: `rock-dkms`
|
||||
- ROCr Runtime: `hsa-rocr-dev`, `hsa-ext-rocr-dev`
|
||||
- ROCt Thunk Interface: `hsakmt-roct`, `hsakmt-roct-dev`
|
||||
* ROCm Support Software
|
||||
- ROCm SMI: `rocm-smi`
|
||||
- ROCm cmake: `rocm-cmake`
|
||||
- rocminfo: `rocminfo`
|
||||
- ROCm Bandwidth Test: `rocm_bandwidth_test`
|
||||
* ROCm Development Tools
|
||||
- HCC compiler: `hcc`
|
||||
- HIP: `hip_base`, `hip_doc`, `hip_hcc`, `hip_samples`
|
||||
- ROCm Device Libraries: `rocm-device-libs`
|
||||
- ROCm OpenCL: `rocm-opencl`, `rocm-opencl-devel` (on RHEL/CentOS), `rocm-opencl-dev` (on Ubuntu)
|
||||
- ROCM Clang-OCL Kernel Compiler: `rocm-clang-ocl`
|
||||
- Asynchronous Task and Memory Interface (ATMI): `atmi`
|
||||
- ROCr Debug Agent: `rocr_debug_agent`
|
||||
- ROCm Code Object Manager: `comgr`
|
||||
- ROC Profiler: `rocprofiler-dev`
|
||||
- ROC Tracer: `roctracer-dev`
|
||||
- Radeon Compute Profiler: `rocm-profiler`
|
||||
* ROCm Libraries
|
||||
- rocALUTION: `rocalution`
|
||||
- rocBLAS: `rocblas`
|
||||
- hipBLAS: `hipblas`
|
||||
- hipCUB: `hipCUB`
|
||||
- rocFFT: `rocfft`
|
||||
- rocRAND: `rocrand`
|
||||
- rocSPARSE: `rocsparse`
|
||||
- hipSPARSE: `hipsparse`
|
||||
- ROCm SMI Lib: `rocm_smi_lib64`
|
||||
- rocThrust: `rocThrust`
|
||||
- MIOpen: `MIOpen-HIP` (for the HIP version), `MIOpen-OpenCL` (for the OpenCL version)
|
||||
- MIOpenGEMM: `miopengemm`
|
||||
- MIVisionX: `mivisionx`
|
||||
- RCCL: `rccl`
|
||||
|
||||
To make it easier to install ROCm, the AMD binary repositories provide a number of meta-packages that will automatically install multiple other packages.
|
||||
For example, `rocm-dkms` is the primary meta-package that is used to install most of the base technology needed for ROCm to operate.
|
||||
It will install the `rock-dkms` kernel driver, and another meta-package (`rocm-dev`) which installs most of the user-land ROCm core components, support software, and development tools.
|
||||
|
||||
The `rocm-utils` meta-package will install useful utilities that, while not required for ROCm to operate, may still be beneficial to have.
|
||||
Finally, the `rocm-libs` meta-package will install some (but not all) of the libraries that are part of ROCm.
|
||||
|
||||
The chain of software installed by these meta-packages is illustrated below
|
||||
|
||||
```
|
||||
rocm-dkms
|
||||
|--rock-dkms
|
||||
\--rocm-dev
|
||||
|--comgr
|
||||
|--hcc
|
||||
|--hip_base
|
||||
|--hip_doc
|
||||
|--hip_hcc
|
||||
|--hip_samples
|
||||
|--hsakmt-roct
|
||||
|--hsakmt-roct-dev
|
||||
|--hsa-amd-aqlprofile
|
||||
|--hsa-ext-rocr-dev
|
||||
|--hsa-rocr-dev
|
||||
|--rocm-cmake
|
||||
|--rocm-device-libs
|
||||
|--rocm-smi
|
||||
|--rocprofiler-dev
|
||||
|--rocr_debug_agent
|
||||
\--rocm-utils
|
||||
|--rocminfo
|
||||
\--rocm-clang-ocl # This will cause OpenCL to be installed
|
||||
|
||||
rocm-libs
|
||||
|--hipblas
|
||||
|--hipcub
|
||||
|--hipsparse
|
||||
|--rocalution
|
||||
|--rocblas
|
||||
|--rocfft
|
||||
|--rocprim
|
||||
|--rocrand
|
||||
|--rocsparse
|
||||
\--rocthrust
|
||||
```
|
||||
|
||||
These meta-packages are not required but may be useful to make it easier to install ROCm on most systems.
|
||||
|
||||
Note:Some users may want to skip certain packages. For instance, a user that wants to use the upstream kernel drivers (rather than those supplied by AMD) may want to skip the `rocm-dkms` and `rock-dkms` packages, and instead directly install `rocm-dev`.
|
||||
|
||||
Similarly, a user that only wants to install OpenCL support instead of HCC and HIP may want to skip the `rocm-dkms` and `rocm-dev` packages. Instead, they could directly install `rock-dkms`, `rocm-opencl`, and `rocm-opencl-dev` and their dependencies.
|
||||
|
||||
|
||||
### ROCm Platform Packages
|
||||
|
||||
Drivers, ToolChains, Libraries, and Source Code
|
||||
|
||||
The latest supported version of the drivers, tools, libraries and source code for the ROCm platform have been released and are available from the following GitHub repositories:
|
||||
|
||||
#### ROCm Core Components
|
||||
- [ROCk Kernel Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/tree/roc-3.3.0)
|
||||
- [ROCr Runtime](https://github.com/RadeonOpenCompute/ROCR-Runtime/tree/rocm-3.3.0)
|
||||
- [ROCT Thunk Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-3.3.0)
|
||||
|
||||
|
||||
#### ROCm Support Software
|
||||
- [ROCm SMI](https://github.com/RadeonOpenCompute/ROC-smi/tree/roc-3.3.0)
|
||||
- [ROCm cmake](https://github.com/RadeonOpenCompute/rocm-cmake/tree/rocm-3.3.0)
|
||||
- [rocminfo](https://github.com/RadeonOpenCompute/rocminfo/tree/rocm-3.3.0)
|
||||
- [ROCm Bandwidth Test](https://github.com/RadeonOpenCompute/rocm_bandwidth_test/tree/rocm-3.3.0)
|
||||
|
||||
#### ROCm Development ToolChain
|
||||
- [HCC compiler](https://github.com/RadeonOpenCompute/hcc/tree/rocm-3.3.0)
|
||||
|
||||
- [HIP](https://github.com/ROCm-Developer-Tools/HIP/tree/rocm-3.3.0)
|
||||
|
||||
- [ROCm Device Libraries HCC](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-ocl-3.3.0)
|
||||
|
||||
- [ROCm OpenCL Runtime](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/tree/roc-3.3.0)
|
||||
|
||||
- [ROCm LLVM OCL](http://github.com/RadeonOpenCompute/llvm-project/tree/rocm-ocl-3.3.0)
|
||||
|
||||
- [ROCm Device Libraries OCL](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/rocm-ocl-3.3.0)
|
||||
|
||||
- [ROCM Clang-OCL Kernel Compiler](https://github.com/RadeonOpenCompute/clang-ocl/tree/rocm-3.3.0)
|
||||
|
||||
- [Asynchronous Task and Memory Interface (ATMI)](https://github.com/RadeonOpenCompute/atmi/tree/rocm-3.3.0)
|
||||
|
||||
- [ROCr Debug Agent](https://github.com/ROCm-Developer-Tools/rocr_debug_agent/tree/roc-3.3.0)
|
||||
|
||||
- [ROCm Code Object Manager](https://github.com/RadeonOpenCompute/ROCm-CompilerSupport/tree/rocm-3.3.0)
|
||||
|
||||
- [ROC Profiler](https://github.com/ROCm-Developer-Tools/rocprofiler/tree/roc-3.3.0)
|
||||
|
||||
- [ROC Tracer](https://github.com/ROCm-Developer-Tools/roctracer/tree/roc-3.3.0)
|
||||
|
||||
- [AOMP](https://github.com/ROCm-Developer-Tools/aomp/tree/roc-3.3.0)
|
||||
|
||||
- [Radeon Compute Profiler](https://github.com/GPUOpen-Tools/RCP/tree/3a49405)
|
||||
|
||||
- [ROCmValidationSuite](https://github.com/ROCm-Developer-Tools/ROCmValidationSuite/tree/roc-3.3.0)
|
||||
|
||||
- Example Applications:
|
||||
- [HCC Examples](https://github.com/ROCm-Developer-Tools/HCC-Example-Application/tree/ffd65333)
|
||||
|
||||
- [HIP Examples](https://github.com/ROCm-Developer-Tools/HIP-Examples/tree/rocm-3.3.0)
|
||||
|
||||
#### ROCm Libraries
|
||||
|
||||
- [rocBLAS](https://github.com/ROCmSoftwarePlatform/rocBLAS/tree/rocm-3.3.0)
|
||||
|
||||
- [hipBLAS](https://github.com/ROCmSoftwarePlatform/hipBLAS/tree/rocm-3.3.0)
|
||||
|
||||
- [rocFFT](https://github.com/ROCmSoftwarePlatform/rocFFT/tree/rocm-3.3)
|
||||
|
||||
- [rocRAND](https://github.com/ROCmSoftwarePlatform/rocRAND/tree/rocm-3.3.0)
|
||||
|
||||
- [rocSPARSE](https://github.com/ROCmSoftwarePlatform/rocSPARSE/tree/rocm-3.3.0)
|
||||
|
||||
- [hipSPARSE](https://github.com/ROCmSoftwarePlatform/hipSPARSE/tree/rocm-3.3.0)
|
||||
|
||||
- [rocALUTION](https://github.com/ROCmSoftwarePlatform/rocALUTION/tree/rocm-3.3.0)
|
||||
|
||||
- [MIOpenGEMM](https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/tree/b51a125)
|
||||
|
||||
- [MIOpen](https://github.com/ROCmSoftwarePlatform/MIOpen/tree/roc-3.3.0)
|
||||
|
||||
- [rocThrust](https://github.com/ROCmSoftwarePlatform/rocThrust/tree/rocm-3.3.0)
|
||||
|
||||
- [ROCm SMI Lib](https://github.com/RadeonOpenCompute/rocm_smi_lib/tree/rocm-3.3.0)
|
||||
|
||||
- [RCCL](https://github.com/ROCmSoftwarePlatform/rccl/tree/rocm-3.3.0)
|
||||
|
||||
- [MIVisionX](https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/commit/755e7a08d5299a95c42def092af7c736d5eda90c)
|
||||
|
||||
- [MIVisionX] https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/tree/1.7)
|
||||
|
||||
- [hipCUB](https://github.com/ROCmSoftwarePlatform/hipCUB/tree/rocm-3.3.0)
|
||||
|
||||
- [AMDMIGraphX](https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/commit/d1e945dabce0078d44c78de67b00232b856e18bc)
|
||||
|
||||
|
||||
Features and enhancements introduced in previous versions of ROCm can be found in [version_history.md](version_history.md)
|
||||
For release information for older ROCm™ releases, refer to
|
||||
[CHANGELOG](./CHANGELOG.md).
|
||||
|
||||
693
RELEASE.md
Normal file
@@ -0,0 +1,693 @@
|
||||
# Release Notes
|
||||
<!-- Do not edit this file! This file is autogenerated with -->
|
||||
<!-- tools/autotag/tag_script.py -->
|
||||
|
||||
<!-- Disable lints since this is an auto-generated file. -->
|
||||
<!-- markdownlint-disable blanks-around-headers -->
|
||||
<!-- markdownlint-disable no-duplicate-header -->
|
||||
<!-- markdownlint-disable no-blanks-blockquote -->
|
||||
<!-- markdownlint-disable ul-indent -->
|
||||
<!-- markdownlint-disable no-trailing-spaces -->
|
||||
|
||||
<!-- spellcheck-disable -->
|
||||
|
||||
The release notes for the ROCm platform.
|
||||
|
||||
-------------------
|
||||
|
||||
## ROCm 5.5.0
|
||||
<!-- markdownlint-disable first-line-h1 -->
|
||||
<!-- markdownlint-disable no-duplicate-header -->
|
||||
### What's New in This Release
|
||||
|
||||
#### HIP Enhancements
|
||||
|
||||
The ROCm v5.5 release consists of the following HIP enhancements:
|
||||
|
||||
##### Enhanced Stack Size Limit
|
||||
|
||||
In this release, the stack size limit is increased from 16k to 131056 bytes (or 128K - 16).
|
||||
Applications requiring to update the stack size can use hipDeviceSetLimit API.
|
||||
|
||||
##### `hipcc` Changes
|
||||
|
||||
The following hipcc changes are implemented in this release:
|
||||
|
||||
- `hipcc` will not implicitly link to `libpthread` and `librt`, as they are no longer a link time dependence for HIP programs. Applications that depend on these libraries must explicitly link to them.
|
||||
- `-use-staticlib` and `-use-sharedlib` options are deprecated.
|
||||
|
||||
##### Future Changes
|
||||
|
||||
- Separation of `hipcc` binaries (Perl scripts) from HIP to `hipcc` project. Users will access separate `hipcc` package for installing `hipcc` binaries in future ROCm releases.
|
||||
- In a future ROCm release, the following samples will be removed from the `hip-tests` project.
|
||||
- `hipBusbandWidth` at <https://github.com/ROCm-Developer-Tools/hip-tests/tree/develop/samples/1_Utils/shipBusBandwidth>
|
||||
- `hipCommander` at <https://github.com/ROCm-Developer-Tools/hip-tests/tree/develop/samples/1_Utils/hipCommander>
|
||||
|
||||
Note that the samples will continue to be available in previous release branches.
|
||||
|
||||
##### New HIP APIs in This Release
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> This is a pre-official version (beta) release of the new APIs and may contain unresolved issues.
|
||||
|
||||
###### Memory Management HIP APIs
|
||||
|
||||
The new memory management HIP API is as follows:
|
||||
|
||||
- Sets information on the specified pointer [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipPointerSetAttribute(const void* value, hipPointer_attribute attribute, hipDeviceptr_t ptr);
|
||||
```
|
||||
|
||||
###### Module Management HIP APIs
|
||||
|
||||
The new module management HIP APIs are as follows:
|
||||
|
||||
- Launches kernel $f$ with launch parameters and shared memory on stream with arguments passed to `kernelParams`, where thread blocks can cooperate and synchronize as they execute.
|
||||
|
||||
```h
|
||||
hipError_t hipModuleLaunchCooperativeKernel(hipFunction_t f, unsigned int gridDimX, unsigned int gridDimY, unsigned int gridDimZ, unsigned int blockDimX, unsigned int blockDimY, unsigned int blockDimZ, unsigned int sharedMemBytes, hipStream_t stream, void** kernelParams);
|
||||
```
|
||||
|
||||
- Launches kernels on multiple devices where thread blocks can cooperate and synchronize as they execute.
|
||||
|
||||
```h
|
||||
hipError_t hipModuleLaunchCooperativeKernelMultiDevice(hipFunctionLaunchParams* launchParamsList, unsigned int numDevices, unsigned int flags);
|
||||
```
|
||||
|
||||
###### HIP Graph Management APIs
|
||||
|
||||
The new HIP Graph Management APIs are as follows:
|
||||
|
||||
- Creates a memory allocation node and adds it to a graph [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphAddMemAllocNode(hipGraphNode_t* pGraphNode, hipGraph_t graph, const hipGraphNode_t* pDependencies, size_t numDependencies, hipMemAllocNodeParams* pNodeParams);
|
||||
```
|
||||
|
||||
- Return parameters for memory allocation node [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphMemAllocNodeGetParams(hipGraphNode_t node, hipMemAllocNodeParams* pNodeParams);
|
||||
```
|
||||
|
||||
- Creates a memory free node and adds it to a graph [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphAddMemFreeNode(hipGraphNode_t* pGraphNode, hipGraph_t graph, const hipGraphNode_t* pDependencies, size_t numDependencies, void* dev_ptr);
|
||||
```
|
||||
|
||||
- Returns parameters for memory free node [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipGraphMemFreeNodeGetParams(hipGraphNode_t node, void* dev_ptr);
|
||||
```
|
||||
|
||||
- Write a DOT file describing graph structure [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipGraphDebugDotPrint(hipGraph_t graph, const char* path, unsigned int flags);
|
||||
```
|
||||
|
||||
- Copies attributes from source node to destination node [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipGraphKernelNodeCopyAttributes(hipGraphNode_t hSrc, hipGraphNode_t hDst);
|
||||
```
|
||||
|
||||
- Enables or disables the specified node in the given graphExec [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphNodeSetEnabled(hipGraphExec_t hGraphExec, hipGraphNode_t hNode, unsigned int isEnabled);
|
||||
```
|
||||
|
||||
- Query whether a node in the given graphExec is enabled [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphNodeGetEnabled(hipGraphExec_t hGraphExec, hipGraphNode_t hNode, unsigned int* isEnabled);
|
||||
```
|
||||
|
||||
##### OpenMP Enhancements
|
||||
This release consists of the following OpenMP enhancements:
|
||||
|
||||
- Additional support for OMPT functions `get_device_time` and `get_record_type`.
|
||||
- Add support for min/max fast fp atomics on AMD GPUs.
|
||||
- Fix the use of the abs function in C device regions.
|
||||
|
||||
### Deprecations and Warnings
|
||||
|
||||
#### HIP Deprecation
|
||||
|
||||
The `hipcc` and `hipconfig` Perl scripts are deprecated. In a future release, compiled binaries will be available as `hipcc.bin` and `hipconfig.bin` as replacements for the Perl scripts.
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> There will be a transition period where the Perl scripts and compiled binaries are available before the scripts are removed. There will be no functional difference between the Perl scripts and their compiled binary counterpart. No user action is required. Once these are available, users can optionally switch to `hipcc.bin` and `hipconfig.bin`. The `hipcc`/`hipconfig` soft link will be assimilated to point from `hipcc`/`hipconfig` to the respective compiled binaries as the default option.
|
||||
|
||||
##### Linux Filesystem Hierarchy Standard for ROCm
|
||||
|
||||
ROCm packages have adopted the Linux foundation filesystem hierarchy standard in this release to ensure ROCm components follow open source conventions for Linux-based distributions. While moving to a new filesystem hierarchy, ROCm ensures backward compatibility with its 5.1 version or older filesystem hierarchy. See below for a detailed explanation of the new filesystem hierarchy and backward compatibility.
|
||||
|
||||
##### New Filesystem Hierarchy
|
||||
|
||||
The following is the new filesystem hierarchy:4
|
||||
|
||||
```text
|
||||
/opt/rocm-<ver>
|
||||
| --bin
|
||||
| --All externally exposed Binaries
|
||||
| --libexec
|
||||
| --<component>
|
||||
| -- Component specific private non-ISA executables (architecture independent)
|
||||
| --include
|
||||
| -- <component>
|
||||
| --<header files>
|
||||
| --lib
|
||||
| --lib<soname>.so -> lib<soname>.so.major -> lib<soname>.so.major.minor.patch
|
||||
(public libraries linked with application)
|
||||
| --<component> (component specific private library, executable data)
|
||||
| --<cmake>
|
||||
| --components
|
||||
| --<component>.config.cmake
|
||||
| --share
|
||||
| --html/<component>/*.html
|
||||
| --info/<component>/*.[pdf, md, txt]
|
||||
| --man
|
||||
| --doc
|
||||
| --<component>
|
||||
| --<licenses>
|
||||
| --<component>
|
||||
| --<misc files> (arch independent non-executable)
|
||||
| --samples
|
||||
|
||||
```
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> ROCm will not support backward compatibility with the v5.1(old) file system hierarchy in its next major release.
|
||||
|
||||
For more information, refer to <https://refspecs.linuxfoundation.org/fhs.shtml>.
|
||||
|
||||
##### Backward Compatibility with Older Filesystems
|
||||
|
||||
ROCm has moved header files and libraries to its new location as indicated in the above structure and included symbolic-link and wrapper header files in its old location for backward compatibility.
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> ROCm will continue supporting backward compatibility until the next major release.
|
||||
|
||||
##### Wrapper header files
|
||||
|
||||
Wrapper header files are placed in the old location (`/opt/rocm-xxx/<component>/include`) with a warning message to include files from the new location (`/opt/rocm-xxx/include`) as shown in the example below:
|
||||
|
||||
```h
|
||||
// Code snippet from hip_runtime.h
|
||||
#pragma message “This file is deprecated. Use file from include path /opt/rocm-ver/include/ and prefix with hip”.
|
||||
#include "hip/hip_runtime.h"
|
||||
```
|
||||
|
||||
The wrapper header files’ backward compatibility deprecation is as follows:
|
||||
|
||||
- `#pragma` message announcing deprecation -- ROCm v5.2 release
|
||||
- `#pragma` message changed to `#warning` -- Future release
|
||||
- `#warning` changed to `#error` -- Future release
|
||||
- Backward compatibility wrappers removed -- Future release
|
||||
|
||||
##### Library files
|
||||
|
||||
Library files are available in the `/opt/rocm-xxx/lib` folder. For backward compatibility, the old library location (`/opt/rocm-xxx/<component>/lib`) has a soft link to the library at the new location.
|
||||
|
||||
Example:
|
||||
|
||||
```log
|
||||
$ ls -l /opt/rocm/hip/lib/
|
||||
total 4
|
||||
drwxr-xr-x 4 root root 4096 May 12 10:45 cmake
|
||||
lrwxrwxrwx 1 root root 24 May 10 23:32 libamdhip64.so -> ../../lib/libamdhip64.so
|
||||
```
|
||||
|
||||
##### CMake Config files
|
||||
|
||||
All CMake configuration files are available in the `/opt/rocm-xxx/lib/cmake/<component>` folder.
|
||||
For backward compatibility, the old CMake locations (`/opt/rocm-xxx/<component>/lib/cmake`) consist of a soft link to the new CMake config.
|
||||
|
||||
Example:
|
||||
|
||||
```log
|
||||
$ ls -l /opt/rocm/hip/lib/cmake/hip/
|
||||
total 0
|
||||
lrwxrwxrwx 1 root root 42 May 10 23:32 hip-config.cmake -> ../../../../lib/cmake/hip/hip-config.cmake
|
||||
```
|
||||
|
||||
#### ROCm Support For Code Object V3 Deprecated
|
||||
|
||||
Support for Code Object v3 is deprecated and will be removed in a future release.
|
||||
|
||||
#### Comgr V3.0 Changes
|
||||
|
||||
The following APIs and macros have been marked as deprecated. These are expected to be removed in a future ROCm release and coincides with the release of Comgr v3.0.
|
||||
|
||||
##### API Changes
|
||||
|
||||
- `amd_comgr_action_info_set_options()`
|
||||
- `amd_comgr_action_info_get_options()`
|
||||
|
||||
##### Actions and Data Types
|
||||
|
||||
- `AMD_COMGR_ACTION_ADD_DEVICE_LIBRARIES`
|
||||
- `AMD_COMGR_ACTION_COMPILE_SOURCE_TO_FATBIN`
|
||||
|
||||
For replacements, see the `AMD_COMGR_ACTION_INFO_GET`/`SET_OPTION_LIST APIs`, and the `AMD_COMGR_ACTION_COMPILE_SOURCE_(WITH_DEVICE_LIBS)_TO_BC` macros.
|
||||
|
||||
#### Deprecated Environment Variables
|
||||
|
||||
The following environment variables are removed in this ROCm release:
|
||||
|
||||
- `GPU_MAX_COMMAND_QUEUES`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_2D_X`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_2D_Y`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_3D_X`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_3D_Y`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_3D_Z`
|
||||
- `GPU_BLIT_ENGINE_TYPE`
|
||||
- `GPU_USE_SYNC_OBJECTS`
|
||||
- `AMD_OCL_SC_LIB`
|
||||
- `AMD_OCL_ENABLE_MESSAGE_BOX`
|
||||
- `GPU_FORCE_64BIT_PTR`
|
||||
- `GPU_FORCE_OCL20_32BIT`
|
||||
- `GPU_RAW_TIMESTAMP`
|
||||
- `GPU_SELECT_COMPUTE_RINGS_ID`
|
||||
- `GPU_USE_SINGLE_SCRATCH`
|
||||
- `GPU_ENABLE_LARGE_ALLOCATION`
|
||||
- `HSA_LOCAL_MEMORY_ENABLE`
|
||||
- `HSA_ENABLE_COARSE_GRAIN_SVM`
|
||||
- `GPU_IFH_MODE`
|
||||
- `OCL_SYSMEM_REQUIREMENT`
|
||||
- `OCL_CODE_CACHE_ENABLE`
|
||||
- `OCL_CODE_CACHE_RESET`
|
||||
|
||||
### Known Issues In This Release
|
||||
|
||||
The following are the known issues in this release.
|
||||
|
||||
#### `DISTRIBUTED`/`TEST_DISTRIBUTED_SPAWN` Fails
|
||||
|
||||
When user applications call `ncclCommAbort` to destruct communicators and then create new
|
||||
communicators repeatedly, subsequent communicators may fail to initialize.
|
||||
|
||||
This issue is under investigation and will be resolved in a future release.
|
||||
|
||||
#### Failures In HIP Directed Tests
|
||||
|
||||
Multiple HIP directed tests fail.
|
||||
|
||||
### Library Changes in ROCM 5.5.0
|
||||
|
||||
| Library | Version |
|
||||
|---------|---------|
|
||||
| hipBLAS | 0.53.0 ⇒ [0.54.0](https://github.com/ROCmSoftwarePlatform/hipBLAS/releases/tag/rocm-5.5.0) |
|
||||
| hipCUB | 2.13.0 ⇒ [2.13.1](https://github.com/ROCmSoftwarePlatform/hipCUB/releases/tag/rocm-5.5.0) |
|
||||
| hipFFT | 1.0.10 ⇒ [1.0.11](https://github.com/ROCmSoftwarePlatform/hipFFT/releases/tag/rocm-5.5.0) |
|
||||
| hipSOLVER | 1.6.0 ⇒ [1.7.0](https://github.com/ROCmSoftwarePlatform/hipSOLVER/releases/tag/rocm-5.5.0) |
|
||||
| hipSPARSE | 2.3.3 ⇒ [2.3.5](https://github.com/ROCmSoftwarePlatform/hipSPARSE/releases/tag/rocm-5.5.0) |
|
||||
| rccl | 2.13.4 ⇒ [2.15.5](https://github.com/ROCmSoftwarePlatform/rccl/releases/tag/rocm-5.5.0) |
|
||||
| rocALUTION | 2.1.3 ⇒ [2.1.8](https://github.com/ROCmSoftwarePlatform/rocALUTION/releases/tag/rocm-5.5.0) |
|
||||
| rocBLAS | 2.46.0 ⇒ [2.47.0](https://github.com/ROCmSoftwarePlatform/rocBLAS/releases/tag/rocm-5.5.0) |
|
||||
| rocFFT | 1.0.21 ⇒ [1.0.22](https://github.com/ROCmSoftwarePlatform/rocFFT/releases/tag/rocm-5.5.0) |
|
||||
| rocPRIM | 2.12.0 ⇒ [2.13.0](https://github.com/ROCmSoftwarePlatform/rocPRIM/releases/tag/rocm-5.5.0) |
|
||||
| rocRAND | 2.10.16 ⇒ [2.10.17](https://github.com/ROCmSoftwarePlatform/rocRAND/releases/tag/rocm-5.5.0) |
|
||||
| rocSOLVER | 3.20.0 ⇒ [3.21.0](https://github.com/ROCmSoftwarePlatform/rocSOLVER/releases/tag/rocm-5.5.0) |
|
||||
| rocSPARSE | 2.4.0 ⇒ [2.5.1](https://github.com/ROCmSoftwarePlatform/rocSPARSE/releases/tag/rocm-5.5.0) |
|
||||
| rocThrust | [2.17.0](https://github.com/ROCmSoftwarePlatform/rocThrust/releases/tag/rocm-5.5.0) |
|
||||
| rocWMMA | 0.9 ⇒ [1.0](https://github.com/ROCmSoftwarePlatform/rocWMMA/releases/tag/rocm-5.5.0) |
|
||||
| Tensile | 4.35.0 ⇒ [4.36.0](https://github.com/ROCmSoftwarePlatform/Tensile/releases/tag/rocm-5.5.0) |
|
||||
|
||||
#### hipBLAS 0.54.0
|
||||
|
||||
hipBLAS 0.54.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- added option to opt-in to use __half for hipblasHalf type in the API for c++ users who define HIPBLAS_USE_HIP_HALF
|
||||
- added scripts to plot performance for multiple functions
|
||||
- data driven hipblas-bench and hipblas-test execution via external yaml format data files
|
||||
- client smoke test added for quick validation using command hipblas-test --yaml hipblas_smoke.yaml
|
||||
|
||||
##### Fixed
|
||||
|
||||
- fixed datatype conversion functions to support more rocBLAS/cuBLAS datatypes
|
||||
- fixed geqrf to return successfully when nullptrs are passed in with n == 0 || m == 0
|
||||
- fixed getrs to return successfully when given nullptrs with corresponding size = 0
|
||||
- fixed getrs to give info = -1 when transpose is not an expected type
|
||||
- fixed gels to return successfully when given nullptrs with corresponding size = 0
|
||||
- fixed gels to give info = -1 when transpose is not in ('N', 'T') for real cases or not in ('N', 'C') for complex cases
|
||||
|
||||
##### Changed
|
||||
|
||||
- changed reference code for Windows to OpenBLAS
|
||||
- hipblas client executables all now begin with hipblas- prefix
|
||||
|
||||
#### hipCUB 2.13.1
|
||||
|
||||
hipCUB 2.13.1 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Benchmarks for `BlockShuffle`, `BlockLoad`, and `BlockStore`.
|
||||
|
||||
##### Changed
|
||||
|
||||
- CUB backend references CUB and Thrust version 1.17.2.
|
||||
- Improved benchmark coverage of `BlockScan` by adding `ExclusiveScan`, benchmark coverage of `BlockRadixSort` by adding `SortBlockedToStriped`, and benchmark coverage of `WarpScan` by adding `Broadcast`.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Windows HIP SDK support
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- `BlockRadixRankMatch` is currently broken under the rocPRIM backend.
|
||||
- `BlockRadixRankMatch` with a warp size that does not exactly divide the block size is broken under the CUB backend.
|
||||
|
||||
#### hipFFT 1.0.11
|
||||
|
||||
hipFFT 1.0.11 for ROCm 5.5.0
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed old version rocm include/lib folders not removed on upgrade.
|
||||
|
||||
#### hipSOLVER 1.7.0
|
||||
|
||||
hipSOLVER 1.7.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added functions
|
||||
- gesvdj
|
||||
- hipsolverSgesvdj_bufferSize, hipsolverDgesvdj_bufferSize, hipsolverCgesvdj_bufferSize, hipsolverZgesvdj_bufferSize
|
||||
- hipsolverSgesvdj, hipsolverDgesvdj, hipsolverCgesvdj, hipsolverZgesvdj
|
||||
- gesvdjBatched
|
||||
- hipsolverSgesvdjBatched_bufferSize, hipsolverDgesvdjBatched_bufferSize, hipsolverCgesvdjBatched_bufferSize, hipsolverZgesvdjBatched_bufferSize
|
||||
- hipsolverSgesvdjBatched, hipsolverDgesvdjBatched, hipsolverCgesvdjBatched, hipsolverZgesvdjBatched
|
||||
|
||||
#### hipSPARSE 2.3.5
|
||||
|
||||
hipSPARSE 2.3.5 for ROCm 5.5.0
|
||||
|
||||
##### Improved
|
||||
|
||||
- Fixed an issue, where the rocm folder was not removed on upgrade of meta packages
|
||||
- Fixed a compilation issue with cusparse backend
|
||||
- Added more detailed messages on unit test failures due to missing input data
|
||||
- Improved documentation
|
||||
- Fixed a bug with deprecation messages when using gcc9 (Thanks @Maetveis)
|
||||
|
||||
#### rccl 2.15.5
|
||||
|
||||
RCCL 2.15.5 for ROCm 5.5.0
|
||||
|
||||
##### Changed
|
||||
|
||||
- Compatibility with NCCL 2.15.5
|
||||
- Unit test executable renamed to rccl-UnitTests
|
||||
|
||||
##### Added
|
||||
|
||||
- HW-topology aware binary tree implementation
|
||||
- Experimental support for MSCCL
|
||||
- New unit tests for hipGraph support
|
||||
- NPKit integration
|
||||
|
||||
##### Fixed
|
||||
|
||||
- rocm-smi ID conversion
|
||||
- Support for HIP_VISIBLE_DEVICES for unit tests
|
||||
- Support for p2p transfers to non (HIP) visible devices
|
||||
|
||||
##### Removed
|
||||
|
||||
- Removed TransferBench from tools. Exists in standalone repo: https://github.com/ROCmSoftwarePlatform/TransferBench
|
||||
|
||||
#### rocALUTION 2.1.8
|
||||
|
||||
rocALUTION 2.1.8 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added build support for Navi32
|
||||
|
||||
##### Improved
|
||||
|
||||
- Fixed a typo in MPI backend
|
||||
- Fixed a bug with the backend when HIP support is disabled
|
||||
- Fixed a bug in SAAMG hierarchy building on HIP backend
|
||||
- Improved SAAMG hierarchy build performance on HIP backend
|
||||
|
||||
##### Changed
|
||||
|
||||
- LocalVector::GetIndexValues(ValueType\*) is deprecated, use LocalVector::GetIndexValues(const LocalVector&, LocalVector\*) instead
|
||||
- LocalVector::SetIndexValues(const ValueType\*) is deprecated, use LocalVector::SetIndexValues(const LocalVector&, const LocalVector&) instead
|
||||
- LocalMatrix::RSDirectInterpolation(const LocalVector&, const LocalVector&, LocalMatrix\*, LocalMatrix\*) is deprecated, use LocalMatrix::RSDirectInterpolation(const LocalVector&, const LocalVector&, LocalMatrix\*) instead
|
||||
- LocalMatrix::RSExtPIInterpolation(const LocalVector&, const LocalVector&, bool, float, LocalMatrix\*, LocalMatrix\*) is deprecated, use LocalMatrix::RSExtPIInterpolation(const LocalVector&, const LocalVector&, bool, LocalMatrix\*) instead
|
||||
- LocalMatrix::RugeStueben() is deprecated
|
||||
- LocalMatrix::AMGSmoothedAggregation(ValueType, const LocalVector&, const LocalVector&, LocalMatrix\*, LocalMatrix\*, int) is deprecated, use LocalMatrix::AMGAggregation(ValueType, const LocalVector&, const LocalVector&, LocalMatrix\*, int) instead
|
||||
- LocalMatrix::AMGAggregation(const LocalVector&, LocalMatrix\*, LocalMatrix\*) is deprecated, use LocalMatrix::AMGAggregation(const LocalVector&, LocalMatrix\*) instead
|
||||
|
||||
#### rocBLAS 2.47.0
|
||||
|
||||
rocBLAS 2.47.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- added functionality rocblas_geam_ex for matrix-matrix minimum operations
|
||||
- added HIP Graph support as beta feature for rocBLAS Level 1, Level 2, and Level 3(pointer mode host) functions
|
||||
- added beta features API. Exposed using compiler define ROCBLAS_BETA_FEATURES_API
|
||||
- added support for vector initialization in the rocBLAS test framework with negative increments
|
||||
- added windows build documentation for forthcoming support using ROCm HIP SDK
|
||||
- added scripts to plot performance for multiple functions
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- improved performance of Level 2 rocBLAS GEMV for float and double precision. Performance enhanced by 150-200% for certain problem sizes when (m==n) measured on a gfx90a GPU.
|
||||
- improved performance of Level 2 rocBLAS GER for float, double and complex float precisions. Performance enhanced by 5-7% for certain problem sizes measured on a gfx90a GPU.
|
||||
- improved performance of Level 2 rocBLAS SYMV for float and double precisions. Performance enhanced by 120-150% for certain problem sizes measured on both gfx908 and gfx90a GPUs.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- fixed setting of executable mode on client script rocblas_gentest.py to avoid potential permission errors with clients rocblas-test and rocblas-bench
|
||||
- fixed deprecated API compatibility with Visual Studio compiler
|
||||
- fixed test framework memory exception handling for Level 2 functions when the host memory allocation exceeds the available memory
|
||||
|
||||
##### Changed
|
||||
|
||||
- install.sh internally runs rmake.py (also used on windows) and rmake.py may be used directly by developers on linux (use --help)
|
||||
- rocblas client executables all now begin with rocblas- prefix
|
||||
|
||||
##### Removed
|
||||
|
||||
- install.sh removed options -o --cov as now Tensile will use the default COV format, set by cmake define Tensile_CODE_OBJECT_VERSION=default
|
||||
|
||||
#### rocFFT 1.0.22
|
||||
|
||||
rocFFT 1.0.22 for ROCm 5.5.0
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- Improved performance of 1D lengths < 2048 that use Bluestein's algorithm.
|
||||
- Reduced time for generating code during plan creation.
|
||||
- Optimized 3D R2C/C2R lengths 32, 84, 128.
|
||||
- Optimized batched small 1D R2C/C2R cases.
|
||||
|
||||
##### Added
|
||||
|
||||
- Added gfx1101 to default AMDGPU_TARGETS.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Moved client programs to C++17.
|
||||
- Moved planar kernels and infrequently used Stockham kernels to be runtime-compiled.
|
||||
- Moved transpose, real-complex, Bluestein, and Stockham kernels to library kernel cache.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Removed zero-length twiddle table allocations, which fixes errors from hipMallocManaged.
|
||||
- Fixed incorrect freeing of HIP stream handles during twiddle computation when multiple devices are present.
|
||||
|
||||
#### rocPRIM 2.13.0
|
||||
|
||||
rocPRIM 2.13.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- New block level `radix_rank` primitive.
|
||||
- New block level `radix_rank_match` primitive.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Improved the performance of `block_radix_sort` and `device_radix_sort`.
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- Disabled GPU error messages relating to incorrect warp operation usage with Navi GPUs on Windows, due to GPU printf performance issues on Windows.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed benchmark build on Windows
|
||||
|
||||
#### rocRAND 2.10.17
|
||||
|
||||
rocRAND 2.10.17 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- MT19937 pseudo random number generator based on M. Matsumoto and T. Nishimura, 1998, Mersenne Twister: A 623-dimensionally equidistributed uniform pseudorandom number generator.
|
||||
- New benchmark for the device API using Google Benchmark, `benchmark_rocrand_device_api`, replacing `benchmark_rocrand_kernel`. `benchmark_rocrand_kernel` is deprecated and will be removed in a future version. Likewise, `benchmark_curand_host_api` is added to replace `benchmark_curand_generate` and `benchmark_curand_device_api` is added to replace `benchmark_curand_kernel`.
|
||||
- experimental HIP-CPU feature
|
||||
- ThreeFry pseudorandom number generator based on Salmon et al., 2011, "Parallel random numbers: as easy as 1, 2, 3".
|
||||
|
||||
##### Changed
|
||||
|
||||
- Python 2.7 is no longer officially supported.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Windows HIP SDK support
|
||||
|
||||
#### rocSOLVER 3.21.0
|
||||
|
||||
rocSOLVER 3.21.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- SVD for general matrices using Jacobi algorithm:
|
||||
- GESVDJ (with batched and strided\_batched versions)
|
||||
- LU factorization without pivoting for block tridiagonal matrices:
|
||||
- GEBLTTRF_NPVT (with batched and strided\_batched versions)
|
||||
- Linear system solver without pivoting for block tridiagonal matrices:
|
||||
- GEBLTTRS_NPVT (with batched and strided\_batched, versions)
|
||||
- Product of triangular matrices
|
||||
- LAUUM
|
||||
- Added experimental hipGraph support for rocSOLVER functions
|
||||
|
||||
##### Optimized
|
||||
|
||||
- Improved the performance of SYEVJ/HEEVJ.
|
||||
|
||||
##### Changed
|
||||
|
||||
- STEDC, SYEVD/HEEVD and SYGVD/HEGVD now use fully implemented Divide and Conquer approach.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- SYEVJ/HEEVJ should now be invariant under matrix scaling.
|
||||
- SYEVJ/HEEVJ should now properly output the eigenvalues when no sweeps are executed.
|
||||
- Fixed GETF2\_NPVT and GETRF\_NPVT input data initialization in tests and benchmarks.
|
||||
- Fixed rocblas missing from the dependency list of the rocsolver deb and rpm packages.
|
||||
|
||||
#### rocSPARSE 2.5.1
|
||||
|
||||
rocSPARSE 2.5.1 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added bsrgemm and spgemm for BSR format
|
||||
- Added bsrgeam
|
||||
- Added build support for Navi32
|
||||
- Added experimental hipGraph support for some rocSPARSE routines
|
||||
- Added csritsv, spitsv csr iterative triangular solve
|
||||
- Added mixed precisions for SpMV
|
||||
- Added batched SpMM for transpose A in COO format with atomic atomic algorithm
|
||||
|
||||
##### Improved
|
||||
|
||||
- Optimization to csr2bsr
|
||||
- Optimization to csr2csr_compress
|
||||
- Optimization to csr2coo
|
||||
- Optimization to gebsr2csr
|
||||
- Optimization to csr2gebsr
|
||||
- Fixes to documentation
|
||||
- Fixes a bug in COO SpMV gridsize
|
||||
- Fixes a bug in SpMM gridsize when using very large matrices
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- In csritlu0, the algorithm rocsparse_itilu0_alg_sync_split_fusion has some accuracy issues to investigate with XNACK enabled. The fallback is rocsparse_itilu0_alg_sync_split.
|
||||
|
||||
#### rocWMMA 1.0
|
||||
|
||||
rocWMMA 1.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added support for wave32 on gfx11+
|
||||
- Added infrastructure changes to support hipRTC
|
||||
- Added performance tracking system
|
||||
|
||||
##### Changed
|
||||
|
||||
- Modified the assignment of hardware information
|
||||
- Modified the data access for unsigned datatypes
|
||||
- Added library config to support multiple architectures
|
||||
|
||||
#### Tensile 4.36.0
|
||||
|
||||
Tensile 4.36.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Add functions for user-driven tuning
|
||||
- Add GFX11 support: HostLibraryTests yamls, rearragne FP32(C)/FP64(C) instruction order, archCaps for instruction renaming condition, adjust vgpr bank for A/B/C for optimize, separate vscnt and vmcnt, dual mac
|
||||
- Add binary search for Grid-Based algorithm
|
||||
- Add reject condition for (StoreCInUnroll + BufferStore=0) and (DirectToVgpr + ScheduleIterAlg<3 + PrefetchGlobalRead==2)
|
||||
- Add support for (DirectToLds + hgemm + NN/NT/TT) and (DirectToLds + hgemm + GlobalLoadVectorWidth < 4)
|
||||
- Add support for (DirectToLds + hgemm(TLU=True only) or sgemm + NumLoadsCoalesced > 1)
|
||||
- Add GSU SingleBuffer algorithm for HSS/BSS
|
||||
- Add gfx900:xnack-, gfx1032, gfx1034, gfx1035
|
||||
- Enable gfx1031 support
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- Use AssertSizeLessThan for BufferStoreOffsetLimitCheck if it is smaller than MT1
|
||||
- Improve InitAccVgprOpt
|
||||
|
||||
##### Changed
|
||||
|
||||
- Use global_atomic for GSU instead of flat and global_store for debug code
|
||||
- Replace flat_load/store with global_load/store
|
||||
- Use global_load/store for BufferLoad/Store=0 and enable scheduling
|
||||
- LocalSplitU support for HGEMM+HPA when MFMA disabled
|
||||
- Update Code Object Version
|
||||
- Type cast local memory to COMPUTE_DATA_TYPE in LDS to avoid precision loss
|
||||
- Update asm cap cache arguments
|
||||
- Unify SplitGlobalRead into ThreadSeparateGlobalRead and remove SplitGlobalRead
|
||||
- Change checks, error messages, assembly syntax, and coverage for DirectToLds
|
||||
- Remove unused cmake file
|
||||
- Clean up the LLVM dependency code
|
||||
- Update ThreadSeparateGlobalRead test cases for PrefetchGlobalRead=2
|
||||
- Update sgemm/hgemm test cases for DirectToLds and ThreadSepareteGlobalRead
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Add build-id to header of compiled source kernels
|
||||
- Fix solution index collisions
|
||||
- Fix h beta vectorwidth4 correctness issue for WMMA
|
||||
- Fix an error with BufferStore=0
|
||||
- Fix mismatch issue with (StoreCInUnroll + PrefetchGlobalRead=2)
|
||||
- Fix MoveMIoutToArch bug
|
||||
- Fix flat load correctness issue on I8 and flat store correctness issue
|
||||
- Fix mismatch issue with BufferLoad=0 + TailLoop for large array sizes
|
||||
- Fix code generation error with BufferStore=0 and StoreCInUnrollPostLoop
|
||||
- Fix issues with DirectToVgpr + ScheduleIterAlg<3
|
||||
- Fix mismatch issue with DGEMM TT + LocalReadVectorWidth=2
|
||||
- Fix mismatch issue with PrefetchGlobalRead=2
|
||||
- Fix mismatch issue with DirectToVgpr + PrefetchGlobalRead=2 + small tile size
|
||||
- Fix an error with PersistentKernel=0 + PrefetchAcrossPersistent=1 + PrefetchAcrossPersistentMode=1
|
||||
- Fix mismatch issue with DirectToVgpr + DirectToLds + only 1 iteration in unroll loop case
|
||||
- Remove duplicate GSU kernels: for GSU = 1, GSUAlgorithm SingleBuffer and MultipleBuffer kernels are identical
|
||||
- Fix for failing CI tests due to CpuThreads=0
|
||||
- Fix mismatch issue with DirectToLds + PrefetchGlobalRead=2
|
||||
- Remove the reject condition for ThreadSeparateGlobalRead and DirectToLds (HGEMM, SGEMM only)
|
||||
- Modify reject condition for minimum lanes of ThreadSeparateGlobalRead (SGEMM or larger data type only)
|
||||
BIN
amd-dbgapi.pdf
100
default.xml
@@ -1,79 +1,79 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<manifest>
|
||||
<remote name="roc-github"
|
||||
fetch="http://github.com/RadeonOpenCompute/" />
|
||||
fetch="https://github.com/RadeonOpenCompute/" />
|
||||
<remote name="rocm-devtools"
|
||||
fetch="https://github.com/ROCm-Developer-Tools/" />
|
||||
fetch="https://github.com/ROCm-Developer-Tools/" />
|
||||
<remote name="rocm-swplat"
|
||||
fetch="https://github.com/ROCmSoftwarePlatform/" />
|
||||
fetch="https://github.com/ROCmSoftwarePlatform/" />
|
||||
<remote name="gpuopen-libs"
|
||||
fetch="https://github.com/GPUOpen-ProfessionalCompute-Libraries/" />
|
||||
fetch="https://github.com/GPUOpen-ProfessionalCompute-Libraries/" />
|
||||
<remote name="gpuopen-tools"
|
||||
fetch="https://github.com/GPUOpen-Tools/" />
|
||||
<remote name="KhronosGroup"
|
||||
fetch="https://github.com/KhronosGroup/" />
|
||||
<default revision="refs/tags/rocm-3.5.0"
|
||||
remote="roc-github"
|
||||
sync-c="true"
|
||||
sync-j="4" />
|
||||
<!--list of projects for ROCM-->
|
||||
fetch="https://github.com/GPUOpen-Tools/" />
|
||||
<remote name="KhronosGroup"
|
||||
fetch="https://github.com/KhronosGroup/" />
|
||||
<default revision="refs/tags/rocm-5.5.1"
|
||||
remote="roc-github"
|
||||
sync-c="true"
|
||||
sync-j="4" />
|
||||
<!--list of projects for ROCM-->
|
||||
<project name="ROCK-Kernel-Driver" />
|
||||
<project name="ROCT-Thunk-Interface" />
|
||||
<project name="ROCR-Runtime" />
|
||||
<project name="ROC-smi" />
|
||||
<project name="rocm_smi_lib" remote="roc-github" />
|
||||
<project name="rocm_smi_lib" />
|
||||
<project name="rocm-core" />
|
||||
<project name="rocm-cmake" />
|
||||
<project name="rocminfo" />
|
||||
<project name="rocprofiler" remote="rocm-devtools" />
|
||||
<project name="roctracer" remote="rocm-devtools" />
|
||||
<project name="ROCm-OpenCL-Runtime" revision="refs/tags/roc-3.5.0" />
|
||||
<project name="ROCm-OpenCL-Runtime" />
|
||||
<project path="ROCm-OpenCL-Runtime/api/opencl/khronos/icd" name="OpenCL-ICD-Loader" remote="KhronosGroup" revision="6c03f8b58fafd9dd693eaac826749a5cfad515f8" />
|
||||
<project name="clang-ocl" />
|
||||
<!--HIP Projects-->
|
||||
<project name="HCC-Example-Application" remote="rocm-devtools" revision="ffd6533305e79eed667badd3c4cdb7879a1281b8" />
|
||||
<!--HIP Projects-->
|
||||
<project name="HIP" remote="rocm-devtools" />
|
||||
<project name="hipamd" remote="rocm-devtools" />
|
||||
<project name="HIP-Examples" remote="rocm-devtools" />
|
||||
<project name="ROCclr" remote="rocm-devtools" revision="refs/tags/roc-3.5.0" />
|
||||
<project name="HIPIFY" remote="rocm-devtools" />
|
||||
<!-- The following projects are all associated with the AMDGPU LLVM compiler -->
|
||||
<project name="llvm-project" path="llvm_amd-stg-open" />
|
||||
<project name="ROCclr" remote="rocm-devtools" />
|
||||
<project name="HIPIFY" remote="rocm-devtools" />
|
||||
<project name="HIPCC" remote="rocm-devtools" />
|
||||
<!-- The following projects are all associated with the AMDGPU LLVM compiler -->
|
||||
<project name="llvm-project" />
|
||||
<project name="ROCm-Device-Libs" />
|
||||
<project name="atmi" />
|
||||
<project name="ROCm-CompilerSupport" />
|
||||
<project name="rocr_debug_agent" remote="rocm-devtools" revision="refs/tags/roc-3.5.0" />
|
||||
<project name="rocr_debug_agent" remote="rocm-devtools" />
|
||||
<project name="rocm_bandwidth_test" />
|
||||
<project name="half" remote="rocm-swplat" revision="37742ce15b76b44e4b271c1e66d13d2fa7bd003e" />
|
||||
<project name="RCP" remote="gpuopen-tools" revision="3a49405a1500067c49d181844ec90aea606055bb" />
|
||||
<!-- gdb projects -->
|
||||
<!-- gdb projects -->
|
||||
<project name="ROCgdb" remote="rocm-devtools" />
|
||||
<project name="ROCdbgapi" remote="rocm-devtools" />
|
||||
<!-- ROCm Libraries -->
|
||||
<project name="rocBLAS" remote="rocm-swplat" />
|
||||
<project name="hipBLAS" remote="rocm-swplat" />
|
||||
<project name="rocFFT" remote="rocm-swplat" />
|
||||
<project name="rocRAND" remote="rocm-swplat" />
|
||||
<project name="rocSPARSE" remote="rocm-swplat" />
|
||||
<project name="hipSPARSE" remote="rocm-swplat" />
|
||||
<project name="rocALUTION" remote="rocm-swplat" />
|
||||
<project name="MIOpenGEMM" remote="rocm-swplat" revision="refs/tags/1.1.6" />
|
||||
<!-- ROCm Libraries -->
|
||||
<project name="rdc" />
|
||||
<project groups="mathlibs" name="rocBLAS" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="Tensile" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipBLAS" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocFFT" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipFFT" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocRAND" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocSPARSE" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocSOLVER" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipSOLVER" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipSPARSE" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocALUTION" remote="rocm-swplat" />
|
||||
<project name="MIOpenGEMM" remote="rocm-swplat" />
|
||||
<project name="MIOpen" remote="rocm-swplat" />
|
||||
<project name="rccl" remote="rocm-swplat" />
|
||||
<project name="MIVisionX" remote="gpuopen-libs" revision="refs/tags/1.7" />
|
||||
<project name="rocThrust" remote="rocm-swplat" />
|
||||
<project name="hipCUB" remote="rocm-swplat" />
|
||||
<project name="rocPRIM" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rccl" remote="rocm-swplat" />
|
||||
<project name="MIVisionX" remote="gpuopen-libs" />
|
||||
<project groups="mathlibs" name="rocThrust" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipCUB" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocPRIM" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocWMMA" remote="rocm-swplat" />
|
||||
<project name="hipfort" remote="rocm-swplat" />
|
||||
<project name="AMDMIGraphX" remote="rocm-swplat" />
|
||||
<project name="ROCmValidationSuite" remote="rocm-devtools" />
|
||||
<!-- Projects for AOMP -->
|
||||
<project name="ROCT-Thunk-Interface" path="aomp/roct-thunk-interface" remote="roc-github" />
|
||||
<project name="ROCR-Runtime" path="aomp/rocr-runtime" remote="roc-github" />
|
||||
<project name="ROCm-Device-Libs" path="aomp/rocm-device-libs" remote="roc-github" />
|
||||
<project name="ROCm-CompilerSupport" path="aomp/rocm-compilersupport" remote="roc-github" />
|
||||
<project name="rocminfo" path="aomp/rocminfo" remote="roc-github" />
|
||||
<project name="HIP" path="aomp/hip-on-vdi" remote="rocm-devtools" revision="ffcbd7e63395f8a4d3ccb7e4d5133f8d2dde793e" />
|
||||
<project name="aomp" path="aomp/aomp" remote="rocm-devtools" />
|
||||
<project name="aomp-extras" path="aomp/aomp-extras" remote="rocm-devtools" />
|
||||
<project name="flang" path="aomp/flang" remote="rocm-devtools" />
|
||||
<project name="amd-llvm-project" path="aomp/amd-llvm-project" remote="rocm-devtools" />
|
||||
<project name="ROCclr" path="aomp/vdi" remote="rocm-devtools" revision="72ce2c9783d514fc7da94db40f9f420320df098d" />
|
||||
<project name="ROCm-OpenCL-Runtime" path="aomp/opencl-on-vdi" remote="roc-github" revision="12fb33212c99cb4b596b0f34691e7d044218e3e9" />
|
||||
<!-- Projects for OpenMP-Extras -->
|
||||
<project name="aomp" path="openmp-extras/aomp" remote="rocm-devtools" />
|
||||
<project name="aomp-extras" path="openmp-extras/aomp-extras" remote="rocm-devtools" />
|
||||
<project name="flang" path="openmp-extras/flang" remote="rocm-devtools" />
|
||||
</manifest>
|
||||
|
||||
6
docs/404.md
Normal file
@@ -0,0 +1,6 @@
|
||||
# 404 Page Not Found
|
||||
|
||||
Page could not be found.
|
||||
|
||||
Return to [home](./index) or please use the links from the sidebar to find what
|
||||
you are looking for.
|
||||
74
docs/about.md
Normal file
@@ -0,0 +1,74 @@
|
||||
# About ROCm Documentation
|
||||
|
||||
ROCm documentation is made available under open source [licenses](licensing.md).
|
||||
Documentation is built using open source toolchains. Contributions to our
|
||||
documentation is encouraged and welcome. As a contributor, please familiarize
|
||||
yourself with our documentation toolchain.
|
||||
|
||||
## ReadTheDocs
|
||||
|
||||
[ReadTheDocs](https://docs.readthedocs.io/en/stable/) is our front end for the
|
||||
our documentation. By front end, this is the tool that serves our HTML based
|
||||
documentation to our end users.
|
||||
|
||||
## Doxygen
|
||||
|
||||
[Doxygen](https://www.doxygen.nl/) is the most common inline code documentation
|
||||
standard. ROCm projects are use Doxygen for public API documentation (unless the
|
||||
upstream project is using a different tool).
|
||||
|
||||
## Sphinx
|
||||
|
||||
[Sphinx](https://www.sphinx-doc.org/en/master/) is a documentation generator
|
||||
originally used for python. It is now widely used in the Open Source community.
|
||||
Originally, sphinx supported RST based documentation. Markdown support is now
|
||||
available. ROCm documentation plans to default to markdown for new projects.
|
||||
Existing projects using RST are under no obligation to convert to markdown. New
|
||||
projects that believe markdown is not suitable should contact the documentation
|
||||
team prior to selecting RST.
|
||||
|
||||
### MyST
|
||||
|
||||
[Markedly Structured Text (MyST)](https://myst-tools.org/docs/spec) is an extended
|
||||
flavor of Markdown ([CommonMark](https://commonmark.org/)) influenced by reStructuredText (RST) and Sphinx.
|
||||
It is integrated via [`myst-parser`](https://myst-parser.readthedocs.io/en/latest/).
|
||||
A cheat sheet that showcases how to use the MyST syntax is available over at [the Jupyter
|
||||
reference](https://jupyterbook.org/en/stable/reference/cheatsheet.html).
|
||||
|
||||
### Sphinx Theme
|
||||
|
||||
ROCm is using the
|
||||
[Sphinx Book Theme](https://sphinx-book-theme.readthedocs.io/en/latest/). This
|
||||
theme is used by Jupyter books. ROCm documentation applies some customization
|
||||
include a header and footer on top of the Sphinx Book Theme. A future custom
|
||||
ROCm theme will be part of our documentation goals.
|
||||
|
||||
### Sphinx Design
|
||||
|
||||
Sphinx Design is an extension for sphinx based websites that add design
|
||||
functionality. Please see the documentation
|
||||
[here](https://sphinx-design.readthedocs.io/en/latest/index.html). ROCm
|
||||
documentation uses sphinx design for grids, cards, and synchronized tabs.
|
||||
Other features may be used in the future.
|
||||
|
||||
### Sphinx External TOC
|
||||
|
||||
ROCm uses the
|
||||
[sphinx-external-toc](https://sphinx-external-toc.readthedocs.io/en/latest/intro.html)
|
||||
for our navigation. This tool allows a YAML file based left navigation menu. This
|
||||
tool was selected due to its flexibility that allows scripts to operate on the
|
||||
YAML file. Please transition to this file for the project's navigation. You can
|
||||
see the `_toc.yml.in` file in this repository in the docs/sphinx folder for an
|
||||
example.
|
||||
|
||||
### Breathe
|
||||
|
||||
Sphinx uses [Breathe](https://www.breathe-doc.org/) to integrate Doxygen
|
||||
content.
|
||||
|
||||
## `rocm-docs-core` pip package
|
||||
|
||||
[rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core) is an AMD
|
||||
maintained project that applies customization for our documentation. This
|
||||
project is the tool most ROCm repositories will use as part of the documentation
|
||||
build.
|
||||
90
docs/conf.py
Normal file
@@ -0,0 +1,90 @@
|
||||
# Configuration file for the Sphinx documentation builder.
|
||||
#
|
||||
# This file only contains a selection of the most common options. For a full
|
||||
# list see the documentation:
|
||||
# https://www.sphinx-doc.org/en/master/usage/configuration.html
|
||||
|
||||
import shutil
|
||||
shutil.copy2('../CONTRIBUTING.md','./contributing.md')
|
||||
shutil.copy2('../RELEASE.md','./release.md')
|
||||
|
||||
|
||||
from rocm_docs import ROCmDocs
|
||||
|
||||
# working anchors that linkcheck cannot find
|
||||
linkcheck_anchors_ignore = [
|
||||
'd90e61',
|
||||
'd1667e113',
|
||||
'd2999e60',
|
||||
'building-from-source',
|
||||
'use-the-rocm-build-tool-rbuild',
|
||||
'use-cmake-to-build-migraphx',
|
||||
'example'
|
||||
]
|
||||
linkcheck_ignore = [
|
||||
# site to be built
|
||||
"https://rocmdocs.amd.com/projects/ROCmCC/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/amdsmi/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/rdc/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/rocmsmi/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/roctracer/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/MIGraphX/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/rocprofiler/en/latest/",
|
||||
# correct links that linkcheck times out on
|
||||
"https://github.com/ROCm-Developer-Tools/HIP-VS/blob/master/README.md",
|
||||
r"https://www.amd.com/system/files/.*.pdf",
|
||||
"https://www.amd.com/en/developer/aocc.html",
|
||||
"https://www.amd.com/en/support/linux-drivers",
|
||||
"https://www.amd.com/en/technologies/infinity-hub",
|
||||
r"https://bitbucket.org/icl/magma/*",
|
||||
"http://cs231n.stanford.edu/"
|
||||
]
|
||||
|
||||
setting_all_article_info = True
|
||||
all_article_info_os = ["linux"]
|
||||
all_article_info_author = ""
|
||||
|
||||
# pages with specific settings
|
||||
article_pages = [
|
||||
{"file":"deploy/linux/index", "os":["linux"]},
|
||||
{"file":"deploy/linux/install_overview", "os":["linux"]},
|
||||
{"file":"deploy/linux/prerequisites", "os":["linux"]},
|
||||
{"file":"deploy/linux/quick_start", "os":["linux"]},
|
||||
{"file":"deploy/linux/install", "os":["linux"]},
|
||||
{"file":"deploy/linux/upgrade", "os":["linux"]},
|
||||
{"file":"deploy/linux/uninstall", "os":["linux"]},
|
||||
{"file":"deploy/linux/package_manager_integration", "os":["linux"]},
|
||||
{"file":"deploy/docker", "os":["linux"]},
|
||||
|
||||
{"file":"release/gpu_os_support", "os":["linux"]},
|
||||
{"file":"release/docker_support_matrix", "os":["linux"]},
|
||||
|
||||
{"file":"reference/gpu_libraries/communication", "os":["linux"]},
|
||||
{"file":"reference/ai_tools", "os":["linux"]},
|
||||
{"file":"reference/management_tools", "os":["linux"]},
|
||||
{"file":"reference/validation_tools", "os":["linux"]},
|
||||
{"file":"reference/framework_compatibility/framework_compatibility", "os":["linux"]},
|
||||
{"file":"reference/computer_vision", "os":["linux"]},
|
||||
|
||||
{"file":"how_to/deep_learning_rocm", "os":["linux"]},
|
||||
{"file":"how_to/gpu_aware_mpi", "os":["linux"]},
|
||||
{"file":"how_to/magma_install/magma_install", "os":["linux"]},
|
||||
{"file":"how_to/pytorch_install/pytorch_install", "os":["linux"]},
|
||||
{"file":"how_to/system_debugging", "os":["linux"]},
|
||||
{"file":"how_to/tensorflow_install/tensorflow_install", "os":["linux"]},
|
||||
|
||||
{"file":"examples/ai_ml_inferencing", "os":["linux"]},
|
||||
{"file":"examples/inception_casestudy/inception_casestudy", "os":["linux"]},
|
||||
|
||||
{"file":"understand/file_reorg", "os":["linux"]},
|
||||
|
||||
{"file":"understand/isv_deployment_win", "os":["windows"]},
|
||||
]
|
||||
|
||||
external_toc_path = "./sphinx/_toc.yml"
|
||||
|
||||
docs_core = ROCmDocs("ROCm Documentation")
|
||||
docs_core.setup()
|
||||
|
||||
for sphinx_var in ROCmDocs.SPHINX_VARS:
|
||||
globals()[sphinx_var] = getattr(docs_core, sphinx_var)
|
||||
BIN
docs/data/deploy/linux/image.001.png
Normal file
|
After Width: | Height: | Size: 939 KiB |
BIN
docs/data/deploy/linux/image.002.png
Normal file
|
After Width: | Height: | Size: 537 KiB |
BIN
docs/data/deploy/linux/image.003.png
Normal file
|
After Width: | Height: | Size: 292 KiB |
BIN
docs/data/deploy/linux/image.004.png
Normal file
|
After Width: | Height: | Size: 1.3 MiB |
BIN
docs/data/deploy/quick_start_windows/AMD-Display-Driver.png
Normal file
|
After Width: | Height: | Size: 163 KiB |
BIN
docs/data/deploy/quick_start_windows/AMD-Logo.png
Normal file
|
After Width: | Height: | Size: 2.1 KiB |
BIN
docs/data/deploy/quick_start_windows/BitCode-Profiler.png
Normal file
|
After Width: | Height: | Size: 34 KiB |
BIN
docs/data/deploy/quick_start_windows/DeSelectAll.png
Normal file
|
After Width: | Height: | Size: 183 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-Libraries.png
Normal file
|
After Width: | Height: | Size: 40 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-Ray-Tracing.png
Normal file
|
After Width: | Height: | Size: 40 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-Runtime-Compiler.png
Normal file
|
After Width: | Height: | Size: 36 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-SDK-Core.png
Normal file
|
After Width: | Height: | Size: 38 KiB |
BIN
docs/data/deploy/quick_start_windows/Installation-Complete.png
Normal file
|
After Width: | Height: | Size: 407 KiB |
BIN
docs/data/deploy/quick_start_windows/Installation.png
Normal file
|
After Width: | Height: | Size: 465 KiB |
BIN
docs/data/deploy/quick_start_windows/Installer-Window.png
Normal file
|
After Width: | Height: | Size: 207 KiB |
BIN
docs/data/deploy/quick_start_windows/Loading-Window.png
Normal file
|
After Width: | Height: | Size: 461 KiB |
BIN
docs/data/deploy/quick_start_windows/LoadingWindow.png
Normal file
|
After Width: | Height: | Size: 461 KiB |
BIN
docs/data/deploy/quick_start_windows/Setup-Icon.png
Normal file
|
After Width: | Height: | Size: 3.5 KiB |
BIN
docs/data/deploy/quick_start_windows/Uninstallation.png
Normal file
|
After Width: | Height: | Size: 412 KiB |
BIN
docs/data/deploy/quick_start_windows/Windows-Security.png
Normal file
|
After Width: | Height: | Size: 68 KiB |
1
docs/data/deploy/quick_start_windows/image planning
Normal file
@@ -0,0 +1 @@
|
||||
|
||||
BIN
docs/data/framework_compatibility/with_pytorch.png
Normal file
|
After Width: | Height: | Size: 10 KiB |
BIN
docs/data/framework_compatibility/with_tensorflow.png
Normal file
|
After Width: | Height: | Size: 13 KiB |
BIN
docs/data/how_to/gpu_enabled_mpi_1.png
Normal file
|
After Width: | Height: | Size: 13 KiB |
BIN
docs/data/how_to/magma_install/image.005.png
Normal file
|
After Width: | Height: | Size: 88 KiB |
BIN
docs/data/how_to/magma_install/image.006.png
Normal file
|
After Width: | Height: | Size: 32 KiB |
BIN
docs/data/how_to/tuning_guides/image.001.png
Normal file
|
After Width: | Height: | Size: 99 KiB |
BIN
docs/data/how_to/tuning_guides/image.002.png
Normal file
|
After Width: | Height: | Size: 130 KiB |
BIN
docs/data/how_to/tuning_guides/image.003.png
Normal file
|
After Width: | Height: | Size: 21 KiB |
BIN
docs/data/how_to/tuning_guides/image.004.png
Normal file
|
After Width: | Height: | Size: 8.8 KiB |
BIN
docs/data/how_to/tuning_guides/image.005.png
Normal file
|
After Width: | Height: | Size: 14 KiB |
BIN
docs/data/how_to/tuning_guides/image.006.png
Normal file
|
After Width: | Height: | Size: 25 KiB |
BIN
docs/data/how_to/tuning_guides/image.007.png
Normal file
|
After Width: | Height: | Size: 144 KiB |
BIN
docs/data/how_to/tuning_guides/image.008.png
Normal file
|
After Width: | Height: | Size: 17 KiB |
BIN
docs/data/how_to/tuning_guides/image.009.png
Normal file
|
After Width: | Height: | Size: 47 KiB |
BIN
docs/data/how_to/tuning_guides/image.010.png
Normal file
|
After Width: | Height: | Size: 41 KiB |
BIN
docs/data/how_to/tuning_guides/image.011.png
Normal file
|
After Width: | Height: | Size: 14 KiB |
BIN
docs/data/how_to/tuning_guides/image.012.png
Normal file
|
After Width: | Height: | Size: 19 KiB |
BIN
docs/data/how_to/tuning_guides/image.013.png
Normal file
|
After Width: | Height: | Size: 57 KiB |
BIN
docs/data/how_to/tuning_guides/image.014.png
Normal file
|
After Width: | Height: | Size: 36 KiB |
BIN
docs/data/how_to/tuning_guides/image.015.png
Normal file
|
After Width: | Height: | Size: 102 KiB |
BIN
docs/data/how_to/tuning_guides/image.016.png
Normal file
|
After Width: | Height: | Size: 114 KiB |
BIN
docs/data/reference/gpu_arch/image.001.png
Normal file
|
After Width: | Height: | Size: 103 KiB |
BIN
docs/data/reference/gpu_arch/image.002.png
Normal file
|
After Width: | Height: | Size: 59 KiB |
BIN
docs/data/reference/gpu_arch/image.003.png
Normal file
|
After Width: | Height: | Size: 41 KiB |
BIN
docs/data/reference/gpu_arch/image.004.png
Normal file
|
After Width: | Height: | Size: 39 KiB |
BIN
docs/data/reference/gpu_arch/image.005.png
Normal file
|
After Width: | Height: | Size: 47 KiB |
BIN
docs/data/reference/gpu_arch/image.006.png
Normal file
|
After Width: | Height: | Size: 33 KiB |
BIN
docs/data/understand/deep_learning/Deep Learning Image 1.png
Normal file
|
After Width: | Height: | Size: 58 KiB |
|
After Width: | Height: | Size: 46 KiB |
BIN
docs/data/understand/deep_learning/Machine Learning.png
Normal file
|
After Width: | Height: | Size: 64 KiB |
BIN
docs/data/understand/deep_learning/Matrix-1.png
Normal file
|
After Width: | Height: | Size: 28 KiB |
BIN
docs/data/understand/deep_learning/Matrix-2.png
Normal file
|
After Width: | Height: | Size: 18 KiB |
BIN
docs/data/understand/deep_learning/Matrix-3.png
Normal file
|
After Width: | Height: | Size: 21 KiB |
BIN
docs/data/understand/deep_learning/Model In.png
Normal file
|
After Width: | Height: | Size: 91 KiB |
BIN
docs/data/understand/deep_learning/Pytorch 11.png
Normal file
|
After Width: | Height: | Size: 88 KiB |
BIN
docs/data/understand/deep_learning/Text Classification 1.png
Normal file
|
After Width: | Height: | Size: 30 KiB |
BIN
docs/data/understand/deep_learning/Text Classification 2.png
Normal file
|
After Width: | Height: | Size: 14 KiB |
BIN
docs/data/understand/deep_learning/Text Classification 3.png
Normal file
|
After Width: | Height: | Size: 66 KiB |
BIN
docs/data/understand/deep_learning/Text Classification 4.png
Normal file
|
After Width: | Height: | Size: 36 KiB |
BIN
docs/data/understand/deep_learning/Text Classification 5.png
Normal file
|
After Width: | Height: | Size: 87 KiB |
BIN
docs/data/understand/deep_learning/TextClassification_3.png
Normal file
|
After Width: | Height: | Size: 66 KiB |
BIN
docs/data/understand/deep_learning/TextClassification_4.png
Normal file
|
After Width: | Height: | Size: 36 KiB |
BIN
docs/data/understand/deep_learning/TextClassification_5.png
Normal file
|
After Width: | Height: | Size: 87 KiB |
BIN
docs/data/understand/deep_learning/TextClassification_6.png
Normal file
|
After Width: | Height: | Size: 20 KiB |
BIN
docs/data/understand/deep_learning/TextClassification_7.png
Normal file
|
After Width: | Height: | Size: 18 KiB |
BIN
docs/data/understand/deep_learning/amd_logo.png
Normal file
|
After Width: | Height: | Size: 3.3 KiB |
BIN
docs/data/understand/deep_learning/image.018.png
Normal file
|
After Width: | Height: | Size: 42 KiB |
BIN
docs/data/understand/deep_learning/inception_v3.png
Normal file
|
After Width: | Height: | Size: 64 KiB |
BIN
docs/data/understand/deep_learning/mnist 4.png
Normal file
|
After Width: | Height: | Size: 9.1 KiB |
BIN
docs/data/understand/deep_learning/mnist 5.png
Normal file
|
After Width: | Height: | Size: 4.8 KiB |
BIN
docs/data/understand/deep_learning/mnist_1.png
Normal file
|
After Width: | Height: | Size: 22 KiB |
BIN
docs/data/understand/deep_learning/mnist_2.png
Normal file
|
After Width: | Height: | Size: 69 KiB |
BIN
docs/data/understand/deep_learning/mnist_3.png
Normal file
|
After Width: | Height: | Size: 9.8 KiB |
BIN
docs/data/understand/deep_learning/mnist_4.png
Normal file
|
After Width: | Height: | Size: 9.1 KiB |
BIN
docs/data/understand/deep_learning/mnist_5.png
Normal file
|
After Width: | Height: | Size: 4.8 KiB |
44
docs/deploy.md
Normal file
@@ -0,0 +1,44 @@
|
||||
# Deploy
|
||||
|
||||
Please follow the guides below to begin your ROCm journey. ROCm can be consumed
|
||||
via many mechanisms.
|
||||
:::::{grid} 1 1 3 3
|
||||
:gutter: 1
|
||||
|
||||
::::{grid-item-card}
|
||||
:padding: 2
|
||||
Quick Start
|
||||
^^^
|
||||
|
||||
- [Linux](quick_start)
|
||||
- [Windows](hip_sdk_install_win/hip_sdk_install_win)
|
||||
|
||||
::::
|
||||
|
||||
::::{grid-item-card}
|
||||
:padding: 2
|
||||
Docker
|
||||
^^^
|
||||
|
||||
- [Guide](deploy/docker)
|
||||
- [Dockerhub](https://hub.docker.com/u/rocm/)
|
||||
|
||||
::::
|
||||
|
||||
::::{grid-item-card}
|
||||
:padding: 2
|
||||
[Advanced](deploy/advanced)
|
||||
^^^
|
||||
|
||||
- [Uninstall](deploy/advanced/uninstall)
|
||||
- [Multi-ROCm Installations](deploy/advanced/multi)
|
||||
- [spack](deploy/advanced/spack)
|
||||
- [Build from Source](deploy/advanced/build_source)
|
||||
|
||||
::::
|
||||
|
||||
:::::
|
||||
|
||||
## Related Information
|
||||
|
||||
[Release Information](release)
|
||||
90
docs/deploy/docker.md
Normal file
@@ -0,0 +1,90 @@
|
||||
# Deploy ROCm Docker containers
|
||||
|
||||
## Prerequisites
|
||||
|
||||
Docker containers share the kernel with the host operating system, therefore the
|
||||
ROCm kernel-mode driver must be installed on the host. Please refer to
|
||||
[](/deploy/linux/install) for details. The other user-space parts
|
||||
(like the HIP-runtime or math libraries) of the ROCm stack will be loaded from
|
||||
the container image and don't need to be installed to the host.
|
||||
|
||||
(docker-access-gpus-in-container)=
|
||||
|
||||
## Accessing GPUs in containers
|
||||
|
||||
In order to access GPUs in a container (to run applications using HIP, OpenCL or
|
||||
OpenMP offloading) explicit access to the GPUs must be granted.
|
||||
|
||||
The ROCm runtimes make use of multiple device files:
|
||||
|
||||
- `/dev/kfd`: the main compute interface shared by all GPUs
|
||||
- `/dev/dri/renderD<node>`: direct rendering interface (DRI) devices for each
|
||||
GPU. **`<node>`** is a number for each card in the system starting from 128.
|
||||
|
||||
Exposing these devices to a container is done by using the
|
||||
[`--device`](https://docs.docker.com/engine/reference/commandline/run/#device)
|
||||
option, i.e. to allow access to all GPUs expose `/dev/kfd` and all
|
||||
`/dev/dri/renderD` devices:
|
||||
|
||||
```shell
|
||||
docker run --device /dev/kfd --device /dev/renderD128 --device /dev/renderD129 ...
|
||||
```
|
||||
|
||||
More conveniently, instead of listing all devices, the entire `/dev/dri` folder
|
||||
can be exposed to the new container:
|
||||
|
||||
```shell
|
||||
docker run --device /dev/kfd --device /dev/dri
|
||||
```
|
||||
|
||||
Note that this gives more access than strictly required, as it also exposes the
|
||||
other device files found in that folder to the container.
|
||||
|
||||
(docker-restrict-gpus)=
|
||||
|
||||
### Restricting a container to a subset of the GPUs
|
||||
|
||||
If a `/dev/dri/renderD` device is not exposed to a container then it cannot use
|
||||
the GPU associated with it; this allows to restrict a container to any subset of
|
||||
devices.
|
||||
|
||||
For example to allow the container to access the first and third GPU start it
|
||||
like:
|
||||
|
||||
```shell
|
||||
docker run --device /dev/kfd --device /dev/dri/renderD128 --device /dev/dri/renderD130 <image>
|
||||
```
|
||||
|
||||
### Additional Options
|
||||
|
||||
The performance of an application can vary depending on the assignment of GPUs
|
||||
and CPUs to the task. Typically, `numactl` is installed as part of many HPC
|
||||
applications to provide GPU/CPU mappings. This Docker runtime option supports
|
||||
memory mapping and can improve performance.
|
||||
|
||||
```shell
|
||||
--security-opt seccomp=unconfined
|
||||
```
|
||||
|
||||
This option is recommended for Docker Containers running HPC applications.
|
||||
|
||||
```shell
|
||||
docker run --device /dev/kfd --device /dev/dri --security-opt seccomp=unconfined ...
|
||||
```
|
||||
|
||||
## Docker images in the ROCm ecosystem
|
||||
|
||||
### Base images
|
||||
|
||||
<https://github.com/RadeonOpenCompute/ROCm-docker> hosts images useful for users
|
||||
wishing to build their own containers leveraging ROCm. The built images are
|
||||
available from [Docker Hub](https://hub.docker.com/u/rocm). In particular
|
||||
`rocm/rocm-terminal` is a small image with the prerequisites to build HIP
|
||||
applications, but does not include any libraries.
|
||||
|
||||
### Applications
|
||||
|
||||
AMD provides pre-built images for various GPU-ready applications through its
|
||||
Infinity Hub at <https://www.amd.com/en/technologies/infinity-hub>.
|
||||
Examples for invoking each application and suggested parameters used for
|
||||
benchmarking are also provided there.
|
||||
55
docs/deploy/linux/index.md
Normal file
@@ -0,0 +1,55 @@
|
||||
# Deploy ROCm on Linux
|
||||
|
||||
Please start with the [Quick Start Linux](quick_start) or follow the detailed instructions below.
|
||||
|
||||
::::{grid} 2 3 3 3
|
||||
:gutter: 1
|
||||
|
||||
:::{grid-item-card} Overview
|
||||
:link: install
|
||||
:link-type: doc
|
||||
|
||||
Overview and comparison of the different ways to install ROCm.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Prerequisites
|
||||
:link: prerequisites
|
||||
:link-type: doc
|
||||
|
||||
The prerequisites page lists the required steps *before* installation.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Installation
|
||||
:link: install
|
||||
:link-type: doc
|
||||
|
||||
Detailed steps to install with the package manager or with the installation
|
||||
script, including multi-version installation. Recommended for most users.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Upgrading
|
||||
:link: upgrade
|
||||
:link-type: doc
|
||||
|
||||
Instructions for upgrading an existing ROCm installation.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Uninstallation
|
||||
:link: uninstall
|
||||
:link-type: doc
|
||||
|
||||
Steps for removing ROCm packages libraries and tools.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Package Manager Integration
|
||||
:link: package_manager_integration
|
||||
:link-type: doc
|
||||
|
||||
Information about (meta-)packages in the ROCm ecosystem.
|
||||
:::
|
||||
|
||||
::::
|
||||
|
||||
## See Also
|
||||
|
||||
- [GPU and OS Support Linux](../../gpu_os_support.md)
|
||||
956
docs/deploy/linux/install.md
Normal file
@@ -0,0 +1,956 @@
|
||||
# Installation (Linux)
|
||||
|
||||
Installing can be done in one of two ways, depending on your preference:
|
||||
|
||||
- Using an installer script
|
||||
- Through your system's package manager
|
||||
|
||||
```{attention}
|
||||
For information on installing ROCm on devices with NVIDIA GPUs, refer to the HIP
|
||||
Installation Guide.
|
||||
```
|
||||
|
||||
(install-script-method)=
|
||||
|
||||
## Installer Script Method
|
||||
|
||||
The installer script method automates the installation process for the AMDGPU
|
||||
and ROCm stack. The installer script handles the complete installation process
|
||||
for ROCm, including setting up the repository, cleaning the system, updating,
|
||||
and installing the desired drivers and meta-packages. With this approach, the
|
||||
system has more control over the ROCm installation process. Thus, those who are
|
||||
less familiar with the Linux standard commands can choose this method for ROCm
|
||||
installation.
|
||||
|
||||
For AMDGPU and ROCm installation using the installer script method on Linux
|
||||
distribution, follow these steps:
|
||||
|
||||
1. **Meet prerequisites** – Ensure the Prerequisites are met before downloading
|
||||
and installing the installer using the installer script method.
|
||||
|
||||
2. **Download and install the installer script** – Ensure you download and
|
||||
install the installer script from the recommended URL.
|
||||
|
||||
```{tip}
|
||||
The installer package is updated periodically to resolve known issues and add
|
||||
new features. The links for each Linux distribution always point to the latest
|
||||
available build.
|
||||
```
|
||||
|
||||
3. **Use the installer script on Linux distributions** – Ensure you execute the
|
||||
script for installing use cases.
|
||||
|
||||
### Download and Install the Installer Script
|
||||
|
||||
::::::{tab-set}
|
||||
:::::{tab-item} Ubuntu
|
||||
:sync: ubuntu
|
||||
|
||||
<!-- markdownlint-disable-next-line MD013 -->
|
||||
::::{rubric} To download the amdgpu-install script on the system, use the following commands.
|
||||
::::
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} Ubuntu 20.04
|
||||
:sync: ubuntu-20.04
|
||||
|
||||
```shell
|
||||
sudo apt update
|
||||
wget https://repo.radeon.com/amdgpu-install/5.4.3/ubuntu/focal/amdgpu-install_5.4.50403-1_all.deb
|
||||
sudo apt install ./amdgpu-install_5.4.50403-1_all.deb
|
||||
```
|
||||
|
||||
:::
|
||||
:::{tab-item} Ubuntu 22.04
|
||||
:sync: ubuntu-22.04
|
||||
|
||||
```shell
|
||||
sudo apt update
|
||||
wget https://repo.radeon.com/amdgpu-install/5.4.3/ubuntu/jammy/amdgpu-install_5.4.50403-1_all.deb
|
||||
sudo apt install ./amdgpu-install_5.4.50403-1_all.deb
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||
:::::
|
||||
:::::{tab-item} Red Hat Enterprise Linux
|
||||
:sync: RHEL
|
||||
|
||||
<!-- markdownlint-disable-next-line MD013 -->
|
||||
::::{rubric} To download the amdgpu-install script on the system, use the following commands.
|
||||
::::
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} RHEL 8.6
|
||||
:sync: RHEL-8.6
|
||||
|
||||
```shell
|
||||
sudo yum install https://repo.radeon.com/amdgpu-install/5.4.3/rhel/8.6/amdgpu-install-5.4.50403-1.el8.noarch.rpm
|
||||
```
|
||||
|
||||
:::
|
||||
:::{tab-item} RHEL 8.7
|
||||
:sync: RHEL-8.7
|
||||
|
||||
```shell
|
||||
sudo yum install https://repo.radeon.com/amdgpu-install/5.4.3/rhel/8.7/amdgpu-install-5.4.50403-1.el8.noarch.rpm
|
||||
```
|
||||
|
||||
:::
|
||||
:::{tab-item} RHEL 9.1
|
||||
:sync: RHEL-9.1
|
||||
|
||||
```shell
|
||||
sudo yum install https://repo.radeon.com/amdgpu-install/5.4.3/rhel/9.1/amdgpu-install-5.4.50403-1.el9.noarch.rpm
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||
:::::
|
||||
:::::{tab-item} SUSE Linux Enterprise Server 15
|
||||
:sync: SLES15
|
||||
|
||||
<!-- markdownlint-disable-next-line MD013 -->
|
||||
::::{rubric} To download the amdgpu-install script on the system, use the following commands.
|
||||
::::
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} Service Pack 4
|
||||
:sync: SLES15-SP4
|
||||
|
||||
```shell
|
||||
sudo zypper --no-gpg-checks install https://repo.radeon.com/amdgpu-install/5.4.3/sle/15.4/amdgpu-install-5.4.50403-1.noarch.rpm
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||
:::::
|
||||
::::::
|
||||
|
||||
### Using the Installer Script for Single-version ROCm Installation
|
||||
|
||||
To install use cases specific to your requirements, use the installer
|
||||
`amdgpu-install` as follows:
|
||||
|
||||
- To install a single use case:
|
||||
|
||||
```shell
|
||||
sudo amdgpu-install --usecase=rocm
|
||||
```
|
||||
|
||||
- To install kernel-mode driver:
|
||||
|
||||
```shell
|
||||
sudo amdgpu-install --usecase=dkms
|
||||
```
|
||||
|
||||
- To install multiple use cases:
|
||||
|
||||
```shell
|
||||
sudo amdgpu-install --usecase=hiplibsdk,rocm
|
||||
```
|
||||
|
||||
- To display a list of available use cases:
|
||||
|
||||
```shell
|
||||
sudo amdgpu-install --list-usecase
|
||||
```
|
||||
|
||||
Following is a sample of output listed by the command above:
|
||||
|
||||
```{note}
|
||||
The list in this section represents only a sample of available use cases for ROCm:
|
||||
```
|
||||
|
||||
```none
|
||||
If --usecase option is not present, the default selection is "graphics,opencl,hip"
|
||||
|
||||
Available use cases:
|
||||
rocm(for users and developers requiring full ROCm stack)
|
||||
- OpenCL (ROCr/KFD based) runtime
|
||||
- HIP runtimes
|
||||
- Machine learning framework
|
||||
- All ROCm libraries and applications
|
||||
- ROCm Compiler and device libraries
|
||||
- ROCr runtime and thunk
|
||||
lrt(for users of applications requiring ROCm runtime)
|
||||
- ROCm Compiler and device libraries
|
||||
- ROCr runtime and thunk
|
||||
opencl(for users of applications requiring OpenCL on Vega or
|
||||
later products)
|
||||
- ROCr based OpenCL
|
||||
- ROCm Language runtime
|
||||
|
||||
openclsdk (for application developers requiring ROCr based OpenCL)
|
||||
- ROCr based OpenCL
|
||||
- ROCm Language runtime
|
||||
- development and SDK files for ROCr based OpenCL
|
||||
|
||||
hip(for users of HIP runtime on AMD products)
|
||||
- HIP runtimes
|
||||
hiplibsdk (for application developers requiring HIP on AMD products)
|
||||
- HIP runtimes
|
||||
- ROCm math libraries
|
||||
- HIP development libraries
|
||||
```
|
||||
|
||||
```{tip}
|
||||
Adding `-y` as a parameter to `amdgpu-install` skips user prompts (for
|
||||
automation). Example: `amdgpu-install -y --usecase=rocm`
|
||||
```
|
||||
|
||||
### Using Installer Script in Docker
|
||||
|
||||
When the installation is initiated in Docker, the installer tries to install the
|
||||
use case along with the kernel-mode driver. However, you cannot install the
|
||||
kernel-mode driver in a Docker container. To skip the installation of the
|
||||
kernel-mode driver, proceed with the `--no-dkms` option, as shown below:
|
||||
|
||||
```shell
|
||||
sudo amdgpu-install --usecase=rocm --no-dkms
|
||||
```
|
||||
|
||||
### Using the Installer Script for Multi-version ROCm Installation
|
||||
|
||||
The multi-version ROCm installation requires you to download and install the
|
||||
latest ROCm release installer from the list of ROCm releases you want to install
|
||||
simultaneously on your system.
|
||||
|
||||
**Example:** If you want to install ROCm releases 4.5.0, 4.5.1, and 5.4.3
|
||||
simultaneously, you are required to download the installer from the latest ROCm
|
||||
release v5.4.3.
|
||||
|
||||
To download and install the installer, refer to the [Download and Install the
|
||||
Installer Script](#download-and-install-the-installer-script) section.
|
||||
|
||||
```{attention}
|
||||
If the existing ROCm release contains non-versioned ROCm packages, uninstall
|
||||
those packages before proceeding with the multi-version installation to avoid
|
||||
conflicts.
|
||||
```
|
||||
|
||||
#### Add Required ROCm Repositories
|
||||
|
||||
Add the required repositories using the following steps:
|
||||
|
||||
```{important}
|
||||
Add the AMDGPU and ROCm repositories manually for all ROCm releases you want to
|
||||
install except the latest one. The amdgpu-install script automatically adds the
|
||||
required repositories for the latest release.
|
||||
```
|
||||
|
||||
::::::{tab-set}
|
||||
:::::{tab-item} Ubuntu
|
||||
:sync: ubuntu
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} Ubuntu 20.04
|
||||
:sync: ubuntu-20.04
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3; do
|
||||
echo "deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/rocm/apt/$ver focal main" | sudo tee /etc/apt/sources.list.d/rocm.list
|
||||
done
|
||||
echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
|
||||
sudo apt update
|
||||
```
|
||||
|
||||
:::
|
||||
:::{tab-item} Ubuntu 22.04
|
||||
:sync: ubuntu-22.04
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3; do
|
||||
echo "deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/rocm/apt/$ver jammy main" | sudo tee /etc/apt/sources.list.d/rocm.list
|
||||
done
|
||||
echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
|
||||
sudo apt update
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||
:::::
|
||||
:::::{tab-item} Red Hat Enterprise Linux
|
||||
:sync: RHEL
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3; do
|
||||
sudo tee --append /etc/yum.repos.d/rocm.repo <<EOF
|
||||
[ROCm-$ver]
|
||||
Name=ROCm$ver
|
||||
baseurl=https://repo.radeon.com/rocm/$ver/main
|
||||
enabled=1
|
||||
priority=50
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
done
|
||||
sudo yum clean all
|
||||
```
|
||||
|
||||
:::::
|
||||
:::::{tab-item} SUSE Linux Enterprise Server 15
|
||||
:sync: SLES15
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3; do
|
||||
sudo tee --append /etc/zypp/repos.d/rocm.repo <<EOF
|
||||
name=rocm
|
||||
baseurl=https://repo.radeon.com/amdgpu/$ver/sle/15.4/main/x86_64
|
||||
enabled=1
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
done
|
||||
sudo zypper ref
|
||||
```
|
||||
|
||||
:::::
|
||||
::::::
|
||||
|
||||
#### Use the Installer to Install Multi-version ROCm Meta-packages
|
||||
|
||||
Use the installer script as given below:
|
||||
|
||||
```none
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=<release-number-1>
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=<release-number-2>
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=<release-number-3>
|
||||
```
|
||||
|
||||
```{tip}
|
||||
If the kernel-mode driver is already present on the system and you do not want
|
||||
to upgrade it, use the `--no-dkms` option to skip the installation of the
|
||||
kernel-mode driver, as shown in the following samples:
|
||||
```
|
||||
|
||||
```none
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=4.5.0 --no-dkms
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=5.4.3 --no-dkms
|
||||
```
|
||||
|
||||
Following are examples of ROCm multi-version installation. The kernel-mode
|
||||
driver, associated with the ROCm release v5.4.3, will be installed as its latest
|
||||
release in the list.
|
||||
|
||||
```none
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=4.5.0
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=4.5.2
|
||||
sudo amdgpu-install --usecase=rocm --rocmrelease=5.4.3
|
||||
```
|
||||
|
||||
## Package Manager Method
|
||||
|
||||
The package manager method involves a manual setup of the repository, which
|
||||
includes setting up the repository, updating, and installing/uninstalling
|
||||
meta-packages. This involves using standard commands such as yum, apt, and
|
||||
others respective to the Linux distribution.
|
||||
|
||||
The functions of a package manager installation system are:
|
||||
|
||||
- Grouping packages based on function
|
||||
- Extracting package archives
|
||||
- Ensuring a package is installed with all necessary packages and dependencies
|
||||
are managed
|
||||
- From a remote repository, looking up, downloading, installing, or updating
|
||||
existing packages
|
||||
- Ensuring the authenticity and integrity of the package
|
||||
|
||||
### Installing ROCm on Linux Distributions
|
||||
|
||||
For a fresh ROCm installation using the package manager method on a Linux
|
||||
distribution, follow the steps below:
|
||||
|
||||
1. **Meet prerequisites** – Ensure the Prerequisites are met before the ROCm
|
||||
installation.
|
||||
|
||||
2. **Install kernel headers and development packages** – Ensure kernel headers
|
||||
and development packages are installed on the system.
|
||||
|
||||
3. **Select the base URLs for AMDGPU and ROCm stack repository** – Ensure the
|
||||
base URLs for AMDGPU and ROCm stack repositories are selected.
|
||||
|
||||
4. **Add the AMDGPU stack repository** – Ensure the AMDGPU stack repository is
|
||||
added.
|
||||
|
||||
5. **Install the kernel-mode driver and reboot the system** – Ensure the
|
||||
kernel-mode driver is installed and the system is rebooted.
|
||||
|
||||
6. **Add ROCm stack repository** – Ensure the ROCm stack repository is added.
|
||||
|
||||
7. **Install single-version or multi-version ROCm meta-packages** – Install the
|
||||
desired meta-packages.
|
||||
|
||||
8. **Verify installation for the applicable distributions** – Verify if the
|
||||
installation is successful.
|
||||
|
||||
```{important}
|
||||
You cannot install a kernel-mode driver in a Docker container. Refer to the
|
||||
sections below for specific commands to install the AMDGPU and ROCm stack on
|
||||
various Linux distributions.
|
||||
```
|
||||
|
||||
#### Understanding the Release-specific AMDGPU and ROCm Stack Repositories on Linux Distributions
|
||||
|
||||
The release-specific repositories consist of packages from a specific release of
|
||||
the AMDGPU stack and ROCm stack. The repositories are not updated for the latest
|
||||
packages with subsequent releases. When a new ROCm release is available, the new
|
||||
repository, specific to that release, is added. You can select a specific
|
||||
release to install, update the previously installed single version to the later
|
||||
available release, or add the latest version of ROCm along with the currently
|
||||
installed version by using the multi-version ROCm packages.
|
||||
|
||||
```{note}
|
||||
Users installing multiple versions of the ROCm stack must use the
|
||||
release-specific base URL.
|
||||
```
|
||||
|
||||
#### Using the Package Manager
|
||||
|
||||
::::::{tab-set}
|
||||
:::::{tab-item} Ubuntu
|
||||
:sync: ubuntu
|
||||
|
||||
::::{rubric} Installation of Kernel Headers and Development Packages
|
||||
::::
|
||||
|
||||
The following instructions to install kernel headers and development packages
|
||||
apply to all versions and kernels of Ubuntu. The ROCm installation requires you
|
||||
to install the Linux-headers and Linux-modules-extra package with the correct
|
||||
version corresponding to the kernel's version.
|
||||
|
||||
**Example:** If the system is running the Linux kernel version
|
||||
`5.15.0-41-generic`, you must install the identical versions of Linux-headers
|
||||
and development packages. Refer to {ref}`check-kernel-info` on to how to check
|
||||
the system's kernel version.
|
||||
|
||||
To check the `kernel-headers` and `linux-modules-extra` package versions,
|
||||
follow these steps:
|
||||
|
||||
1. For the Ubuntu/Debian environment, execute the following command to verify
|
||||
the kernel headers and development packages are installed with the
|
||||
respective versions:
|
||||
|
||||
```shell
|
||||
sudo dpkg -l | grep linux-headers
|
||||
```
|
||||
|
||||
The command indicates if there are Linux headers installed as shown below:
|
||||
|
||||
```none
|
||||
ii linux-headers-5.15.0-41-generic 5.15.0-41.44~20.04.1 amd64 Linux kernel headers for version 5.15.0 on 64 bit x86 SMP
|
||||
```
|
||||
|
||||
2. Execute the following command to check whether the development packages are
|
||||
installed:
|
||||
|
||||
```shell
|
||||
sudo dpkg -l | grep linux-modules-extra
|
||||
```
|
||||
|
||||
The command mentioned above lists the installed `linux-modules-extra`
|
||||
packages like the output below:
|
||||
|
||||
```none
|
||||
ii linux-modules-extra-5.15.0-41-generic 5.15.0-41.44~20.04.1 amd64 Linux kernel extra modules for version 5.15.0 on 64 bit x86 SMP
|
||||
```
|
||||
|
||||
3. If the supported version installation of Linux headers and development
|
||||
packages are not installed on the system, execute the following command
|
||||
to install the packages:
|
||||
|
||||
```shell
|
||||
sudo apt install linux-headers-`uname -r` linux-modules-extra-`uname -r`
|
||||
```
|
||||
|
||||
::::{rubric} Adding the AMDGPU and ROCm Stack Repositories
|
||||
::::
|
||||
|
||||
1. Add GPG Key for AMDGPU and ROCm Stack
|
||||
|
||||
Add the GPG key for AMDGPU and ROCm repositories. For Debian-based systems
|
||||
like Ubuntu, configure the Debian ROCm repository as follows:
|
||||
|
||||
```shell
|
||||
curl -fsSL https://repo.radeon.com/rocm/rocm.gpg.key | sudo gpg --dearmor -o /etc/apt/trusted.gpg.d/rocm-keyring.gpg
|
||||
```
|
||||
|
||||
```{note}
|
||||
The GPG key may change; ensure it is updated when installing a new release. If
|
||||
the key signature verification fails while updating, re-add the key from the
|
||||
ROCm to the apt repository as mentioned above. The current `rocm.gpg.key` is not
|
||||
available in a standard key ring distribution but has the following SHA1 sum
|
||||
hash: `73f5d8100de6048aa38a8b84cd9a87f05177d208 rocm.gpg.key`
|
||||
```
|
||||
|
||||
2. Add the AMDGPU Stack Repository and Install the Kernel-mode Driver
|
||||
|
||||
```{attention}
|
||||
If you have a version of the kernel-mode driver installed, you may skip this
|
||||
section.
|
||||
```
|
||||
|
||||
To add the AMDGPU stack repository, follow these steps:
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} Ubuntu 20.04
|
||||
:sync: ubuntu-20.04
|
||||
|
||||
```shell
|
||||
echo 'deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/amdgpu/5.4.3/ubuntu focal main' | sudo tee /etc/apt/sources.list.d/amdgpu.list
|
||||
sudo apt update
|
||||
```
|
||||
|
||||
:::
|
||||
:::{tab-item} Ubuntu 22.04
|
||||
:sync: ubuntu-22.04
|
||||
|
||||
```shell
|
||||
echo 'deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/amdgpu/5.4.3/ubuntu jammy main' | sudo tee /etc/apt/sources.list.d/amdgpu.list
|
||||
sudo apt update
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||
|
||||
Install the kernel mode driver and reboot the system using the following
|
||||
commands:
|
||||
|
||||
```shell
|
||||
sudo apt install amdgpu-dkms
|
||||
sudo reboot
|
||||
```
|
||||
|
||||
3. Add the ROCm Stack Repository and Install Meta-packages
|
||||
|
||||
To add the ROCm repository, use the following steps:
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} Ubuntu 20.04
|
||||
:sync: ubuntu-20.04
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3 5.4.3; do
|
||||
echo "deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/rocm/apt/$ver focal main" | sudo tee /etc/apt/sources.list.d/rocm.list
|
||||
done
|
||||
echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
|
||||
sudo apt update
|
||||
```
|
||||
|
||||
:::
|
||||
:::{tab-item} Ubuntu 22.04
|
||||
:sync: ubuntu-22.04
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3 5.4.3; do
|
||||
echo "deb [arch=amd64 signed-by=/etc/apt/trusted.gpg.d/rocm-keyring.gpg] https://repo.radeon.com/rocm/apt/$ver jammy main" | sudo tee /etc/apt/sources.list.d/rocm.list
|
||||
done
|
||||
echo -e 'Package: *\nPin: release o=repo.radeon.com\nPin-Priority: 600' | sudo tee /etc/apt/preferences.d/rocm-pin-600
|
||||
sudo apt update
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||
|
||||
Install packages of your choice in a single-version ROCm install or
|
||||
in a multi-version ROCm install fashion. For more information on what
|
||||
single/multi-version installations are, refer to {ref}`installation-types`.
|
||||
For a comprehensive list of meta-packages, refer to
|
||||
{ref}`meta-package-desc`.
|
||||
|
||||
- Sample Single-version installation
|
||||
|
||||
```shell
|
||||
sudo apt install rocm-hip-sdk
|
||||
```
|
||||
|
||||
- Sample Multi-version installation
|
||||
|
||||
```{important}
|
||||
If the existing ROCm release contains non-versioned ROCm packages, you must
|
||||
uninstall those packages before proceeding to the multi-version installation
|
||||
to avoid conflicts.
|
||||
```
|
||||
|
||||
```shell
|
||||
sudo apt install rocm-hip-sdk5.4.3 rocm-hip-sdk5.2.5
|
||||
```
|
||||
|
||||
:::::
|
||||
:::::{tab-item} Red Hat Enterprise Linux
|
||||
:sync: RHEL
|
||||
|
||||
::::{rubric} Installation of Kernel Headers and Development Packages
|
||||
::::
|
||||
|
||||
The ROCm installation requires that you install the kernel headers and
|
||||
`linux-modules-extra` package with the correct version corresponding to the
|
||||
kernel's version.
|
||||
|
||||
**Example:** If the system is running Linux kernel version
|
||||
`3.10.0-1160.el7.x86_64`, you must install the identical versions of kernel
|
||||
headers and development packages. Refer to {ref}`check-kernel-info` on to how to
|
||||
check the system's kernel version.
|
||||
|
||||
To check the kernel headers and `linux-modules-extra` package versions,
|
||||
follow these steps:
|
||||
|
||||
1. To verify you have the supported version of the installed kernel headers,
|
||||
type the following on the command line:
|
||||
|
||||
```shell
|
||||
sudo yum list installed kernel-headers
|
||||
```
|
||||
|
||||
The command mentioned above displays the list of kernel headers versions
|
||||
currently present on your system. Verify if the listed kernel headers have
|
||||
the same versions as the kernel.
|
||||
|
||||
2. The following command lists the development packages on your system. Verify
|
||||
if the listed development package's version number matches the kernel
|
||||
version number:
|
||||
|
||||
```shell
|
||||
sudo yum list installed kernel-devel
|
||||
```
|
||||
|
||||
3. If the supported version installation of kernel headers and development
|
||||
packages does not exist on the system, execute the command below to install:
|
||||
|
||||
```shell
|
||||
sudo yum install kernel-headers-`uname -r` kernel-devel-`uname -r`
|
||||
```
|
||||
|
||||
::::{rubric} Adding the AMDGPU and ROCm Stack Repositories
|
||||
::::
|
||||
|
||||
1. Add the AMDGPU Stack Repository and Install the Kernel-mode Driver
|
||||
|
||||
```{attention}
|
||||
If you have a version of the kernel-mode driver installed, you may skip this
|
||||
section.
|
||||
```
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} RHEL 8.6
|
||||
:sync: RHEL-8.6
|
||||
|
||||
```shell
|
||||
sudo tee --append /etc/yum.repos.d/amdgpu.repo <<EOF
|
||||
[amdgpu]
|
||||
Name=amdgpu
|
||||
baseurl=https://repo.radeon.com/amdgpu/5.4.3/rhel/8.6/main/x86_64/
|
||||
enabled=1
|
||||
priority=50
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
sudo yum clean all
|
||||
```
|
||||
|
||||
:::
|
||||
|
||||
:::{tab-item} RHEL 8.7
|
||||
:sync: RHEL-8.7
|
||||
|
||||
```shell
|
||||
sudo tee --append /etc/yum.repos.d/amdgpu.repo <<EOF
|
||||
[amdgpu]
|
||||
Name=amdgpu
|
||||
baseurl=https://repo.radeon.com/amdgpu/5.4.3/rhel/8.7/main/x86_64/
|
||||
enabled=1
|
||||
priority=50
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
sudo yum clean all
|
||||
```
|
||||
|
||||
:::
|
||||
|
||||
:::{tab-item} RHEL 9.1
|
||||
:sync: RHEL-9.1
|
||||
|
||||
```shell
|
||||
sudo tee --append /etc/yum.repos.d/amdgpu.repo <<EOF
|
||||
[amdgpu]
|
||||
Name=amdgpu
|
||||
baseurl=https://repo.radeon.com/amdgpu/5.4.3/rhel/9.2/main/x86_64/
|
||||
enabled=1
|
||||
priority=50
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
sudo yum clean all
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||
|
||||
Install the kernel mode driver and reboot the system using the following
|
||||
commands:
|
||||
|
||||
```shell
|
||||
sudo yum install amdgpu-dkms
|
||||
sudo reboot
|
||||
```
|
||||
|
||||
2. Add the ROCm Stack Repository and Install Meta-packages
|
||||
|
||||
To add the ROCm repository, use the following steps:
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3 5.4.3; do
|
||||
sudo tee --append /etc/yum.repos.d/rocm.repo <<EOF
|
||||
[ROCm-$ver]
|
||||
Name=ROCm$ver
|
||||
baseurl=https://repo.radeon.com/rocm/$ver/main
|
||||
enabled=1
|
||||
priority=50
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
done
|
||||
sudo yum clean all
|
||||
```
|
||||
|
||||
Install packages of your choice in a single-version ROCm install or
|
||||
in a multi-version ROCm install fashion. For more information on what
|
||||
single/multi-version installations are, refer to {ref}`installation-types`.
|
||||
For a comprehensive list of meta-packages, refer to
|
||||
{ref}`meta-package-desc`.
|
||||
|
||||
- Sample Single-version installation
|
||||
|
||||
```shell
|
||||
sudo yum install rocm-hip-sdk
|
||||
```
|
||||
|
||||
- Sample Multi-version installation
|
||||
|
||||
```{important}
|
||||
If the existing ROCm release contains non-versioned ROCm packages, you must
|
||||
uninstall those packages before proceeding to the multi-version installation
|
||||
to avoid conflicts.
|
||||
```
|
||||
|
||||
```shell
|
||||
sudo yum install rocm-hip-sdk5.4.3 rocm-hip-sdk5.2.5
|
||||
```
|
||||
|
||||
:::::
|
||||
:::::{tab-item} SUSE Linux Enterprise Server 15
|
||||
:sync: SLES15
|
||||
|
||||
::::{rubric} Installation of Kernel Headers and Development Packages
|
||||
::::
|
||||
|
||||
ROCm installation requires you to install `linux-headers` and
|
||||
`linux-modules-extra` package with the correct version corresponding to the
|
||||
kernel's version.
|
||||
|
||||
**Example:** If the system is running the Linux kernel version
|
||||
`5.3.18-57_11.0.18`, you must install the same versions of Linux headers and
|
||||
development packages. Refer to {ref}`check-kernel-info` on to how to check
|
||||
the system's kernel version.
|
||||
|
||||
To check the `kernel-headers` and `linux-modules-extra` package versions, follow
|
||||
these steps:
|
||||
|
||||
1. Ensure that the correct version of the latest `kernel-default-devel` and
|
||||
`kernel-default` packages are installed. The following command lists the
|
||||
installed `kernel-default-devel` and `kernel-default` package:
|
||||
|
||||
```shell
|
||||
sudo zypper info kernel-default-devel or kernel-default
|
||||
```
|
||||
|
||||
```{note}
|
||||
This next step is only required if you find from the above command that the
|
||||
`kernel-default-devel` and `kernel-default` versions of the package,
|
||||
corresponding to the kernel release version, do not exist on your system.
|
||||
```
|
||||
|
||||
2. If the required version of packages does not exist on the system, install
|
||||
with the command below:
|
||||
|
||||
```shell
|
||||
sudo zypper install kernel-default-devel or kernel-default
|
||||
```
|
||||
|
||||
::::{rubric} Adding the AMDGPU and ROCm Stack Repositories
|
||||
::::
|
||||
|
||||
1. Add the AMDGPU Stack Repository and Install the Kernel-mode Driver
|
||||
|
||||
```{attention}
|
||||
If you have a version of the kernel-mode driver installed, you may skip this
|
||||
section.
|
||||
```
|
||||
|
||||
```shell
|
||||
sudo tee --append /etc/zypp/repos.d/amdgpu.repo <<EOF
|
||||
[amdgpu]
|
||||
name=amdgpu
|
||||
baseurl=https://repo.radeon.com/amdgpu/5.4.3/sle/15.4/main/x86_64
|
||||
enabled=1
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
sudo zypper ref
|
||||
```
|
||||
|
||||
Install the kernel mode driver and reboot the system using the following
|
||||
commands:
|
||||
|
||||
```shell
|
||||
sudo zypper --gpg-auto-import-keys install amdgpu-dkms
|
||||
sudo reboot
|
||||
```
|
||||
|
||||
2. Add the ROCm Stack Repository and Install Meta-packages
|
||||
|
||||
To add the ROCm repository, use the following steps:
|
||||
|
||||
```shell
|
||||
for ver in 5.0.2 5.1.4 5.2.5 5.3.3 5.4.3; do
|
||||
sudo tee --append /etc/zypp/repos.d/rocm.repo <<EOF
|
||||
name=rocm
|
||||
baseurl=https://repo.radeon.com/amdgpu/$ver/sle/15.4/main/x86_64
|
||||
enabled=1
|
||||
gpgcheck=1
|
||||
gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
|
||||
EOF
|
||||
done
|
||||
sudo zypper ref
|
||||
```
|
||||
|
||||
Install packages of your choice in a single-version ROCm install or
|
||||
in a multi-version ROCm install fashion. For more information on what
|
||||
single/multi-version installations are, refer to {ref}`installation-types`.
|
||||
For a comprehensive list of meta-packages, refer to
|
||||
{ref}`meta-package-desc`.
|
||||
|
||||
- Sample Single-version installation
|
||||
|
||||
```shell
|
||||
sudo zypper --gpg-auto-import-keys install rocm-hip-sdk
|
||||
```
|
||||
|
||||
- Sample Multi-version installation
|
||||
|
||||
```{important}
|
||||
If the existing ROCm release contains non-versioned ROCm packages, you must
|
||||
uninstall those packages before proceeding to the multi-version installation
|
||||
to avoid conflicts.
|
||||
```
|
||||
|
||||
```shell
|
||||
sudo zypper --gpg-auto-import-keys install rocm-hip-sdk5.4.3 rocm-hip-sdk5.2.5
|
||||
```
|
||||
|
||||
:::::
|
||||
::::::
|
||||
|
||||
(post-install-actions-linux)=
|
||||
|
||||
## Post-install Actions and Verification Process
|
||||
|
||||
The post-install actions listed here are optional and depend on your use case,
|
||||
but are generally useful. Verification of the install is advised.
|
||||
|
||||
### Post-install Actions
|
||||
|
||||
1. Instruct the system linker where to find the shared objects (`.so` files) for
|
||||
ROCm applications.
|
||||
|
||||
```shell
|
||||
sudo tee --append /etc/ld.so.conf.d/rocm.conf <<EOF
|
||||
/opt/rocm/lib
|
||||
/opt/rocm/lib64
|
||||
EOF
|
||||
sudo ldconfig
|
||||
```
|
||||
|
||||
```{note}
|
||||
Multi-version installations require extra care. Having multiple versions on
|
||||
the system linker library search path is unadvised. One must take care both
|
||||
at compile-time and at run-time to assure that the proper libraries are
|
||||
picked up. You can override `ld.so.conf` entries on a case-by-case basis
|
||||
using the `LD_LIBRARY_PATH` environmental variable.
|
||||
```
|
||||
|
||||
2. Add binary paths to the `PATH` environment variable.
|
||||
|
||||
```shell
|
||||
export PATH=$PATH:/opt/rocm-5.4.3/bin:/opt/rocm-5.4.3/opencl/bin
|
||||
```
|
||||
|
||||
```{attention}
|
||||
When using CMake to build applications, having the ROCm install location on
|
||||
the PATH subtly affects how ROCm libraries are searched for. See [Config Mode
|
||||
Search Procedure](https://cmake.org/cmake/help/latest/command/find_package.html#config-mode-search-procedure)
|
||||
and [CMAKE_FIND_USE_SYSTEM_ENVIRONMENT_PATH](https://cmake.org/cmake/help/latest/variable/CMAKE_FIND_USE_SYSTEM_ENVIRONMENT_PATH.html)
|
||||
for details.
|
||||
|
||||
(Entries in the `PATH` minus `bin` and `sbin` are added to library search
|
||||
paths, therefore this convenience will affect builds and result in ROCm
|
||||
libraries almost always being found. This may be an issue when you're
|
||||
developing these libraries or want to use self-built versions of them.)
|
||||
```
|
||||
|
||||
(verifying-kernel-mode-driver-installation)=
|
||||
|
||||
### Verifying Kernel-mode Driver Installation
|
||||
|
||||
Check the installation of the kernel-mode driver by typing the command given
|
||||
below:
|
||||
|
||||
```shell
|
||||
dkms status
|
||||
```
|
||||
|
||||
### Verifying ROCm Installation
|
||||
|
||||
After completing the ROCm installation, execute the following commands on the
|
||||
system to verify if the installation is successful. If you see your GPUs listed
|
||||
by both commands, the installation is considered successful:
|
||||
|
||||
```shell
|
||||
/opt/rocm/bin/rocminfo
|
||||
# OR
|
||||
/opt/rocm/opencl/bin/clinfo
|
||||
```
|
||||
|
||||
### Verifying Package Installation
|
||||
|
||||
To ensure the packages are installed successfully, use the following commands:
|
||||
|
||||
::::{tab-set}
|
||||
:::{tab-item} Ubuntu
|
||||
:sync: ubuntu
|
||||
|
||||
```shell
|
||||
sudo apt list --installed
|
||||
```
|
||||
|
||||
:::
|
||||
|
||||
:::{tab-item} Red Hat Enterprise Linux
|
||||
:sync: RHEL
|
||||
|
||||
```shell
|
||||
sudo yum list installed
|
||||
```
|
||||
|
||||
:::
|
||||
|
||||
:::{tab-item} SUSE Linux Enterprise Server 15
|
||||
:sync: SLES15
|
||||
|
||||
```shell
|
||||
sudo zypper search --installed-only
|
||||
```
|
||||
|
||||
:::
|
||||
::::
|
||||