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357 Commits
rocm-4.2.0
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docs/5.2.0
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1
.github/CODEOWNERS
vendored
Normal file
@@ -0,0 +1 @@
|
||||
* @saadrahim @Rmalavally @amd-aakash @zhang2amd @jlgreathouse @samjwu @MathiasMagnus
|
||||
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-cli2
|
||||
uses: DavidAnson/markdownlint-cli2-action@v10.0.1
|
||||
with:
|
||||
globs: '**/*.md'
|
||||
|
||||
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."
|
||||
18
.gitignore
vendored
Normal file
@@ -0,0 +1,18 @@
|
||||
.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
|
||||
docs/CHANGELOG.md
|
||||
14
.markdownlint-cli2.yaml
Normal file
@@ -0,0 +1,14 @@
|
||||
config:
|
||||
default: true
|
||||
MD013: false
|
||||
MD026:
|
||||
punctuation: '.,;:!'
|
||||
MD029:
|
||||
style: ordered
|
||||
MD033: false
|
||||
MD034: false
|
||||
MD041: false
|
||||
ignores:
|
||||
- CHANGELOG.md
|
||||
- "{,docs/}{RELEASE,release}.md"
|
||||
- tools/autotag/templates/**/*.md
|
||||
21
.readthedocs.yaml
Normal file
@@ -0,0 +1,21 @@
|
||||
# Read the Docs configuration file
|
||||
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
|
||||
|
||||
version: 2
|
||||
|
||||
build:
|
||||
os: ubuntu-22.04
|
||||
tools:
|
||||
python: "3.10"
|
||||
apt_packages:
|
||||
- "doxygen"
|
||||
- "graphviz" # For dot graphs in doxygen
|
||||
|
||||
python:
|
||||
install:
|
||||
- requirements: docs/sphinx/requirements.txt
|
||||
|
||||
sphinx:
|
||||
configuration: docs/conf.py
|
||||
|
||||
formats: []
|
||||
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
|
||||
2187
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 -->
|
||||
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.
|
||||
651
README.md
@@ -1,627 +1,54 @@
|
||||
# AMD ROCm™ v4.2 Release Notes
|
||||
# AMD ROCm™ Platform
|
||||
|
||||
This document describes the features, fixed issues, and information about downloading and installing the AMD ROCm™ software. It also covers known issues and deprecations in this release.
|
||||
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.
|
||||
|
||||
- [Supported Operating Systems and Documentation Updates](#Supported-Operating-Systems-and-Documentation-Updates)
|
||||
* [Supported Operating Systems](#Supported-Operating-Systems)
|
||||
* [ROCm Installation Updates](#ROCm-Installation-Updates)
|
||||
* [AMD ROCm Documentation Updates](#AMD-ROCm-Documentation-Updates)
|
||||
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.
|
||||
|
||||
|
||||
- [What\'s New in This Release](#Whats-New-in-This-Release)
|
||||
* [HIP Enhancements](#HIP-Enhancements)
|
||||
* [ROCm Data Center Tool](#ROCm-Data-Center-Tool)
|
||||
* [ROCm Math and Communication Libraries](#ROCm-Math-and-Communication-Libraries)
|
||||
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.
|
||||
|
||||
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.
|
||||
|
||||
- [Fixed Defects](#Fixed-Defects)
|
||||
The default.xml file uses the repo Manifest format.
|
||||
|
||||
- [Known Issues](#Known-Issues)
|
||||
The develop branch of this repository contains content for the next
|
||||
ROCm release.
|
||||
|
||||
- [Deprecations](#Deprecations)
|
||||
## ROCm Documentation
|
||||
|
||||
* [Compiler Generated Code Object Version 2 Deprecation ](#Compiler-Generated-Code-Object-Version-2-Deprecation)
|
||||
ROCm Documentation is available online at
|
||||
[rocm.docs.amd.com](https://rocm.docs.amd.com). Source code for the documenation
|
||||
is located in the docs folder of most repositories that are part of ROCm.
|
||||
|
||||
- [Deploying ROCm](#Deploying-ROCm)
|
||||
|
||||
- [Hardware and Software Support](#Hardware-and-Software-Support)
|
||||
### How to build documentation via Sphinx
|
||||
|
||||
- [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)
|
||||
|
||||
```bash
|
||||
cd docs
|
||||
|
||||
pip3 install -r sphinx/requirements.txt
|
||||
|
||||
|
||||
## ROCm Installation Updates
|
||||
|
||||
### Supported Operating Systems
|
||||
|
||||
The AMD ROCm platform is designed to support the following operating systems:
|
||||
|
||||
* Ubuntu 20.04.2 HWE (5.4 and 5.6-oem) and 18.04.5 (Kernel 5.4)
|
||||
* CentOS 7.9 (3.10.0-1127) & RHEL 7.9 (3.10.0-1160.6.1.el7) (Using devtoolset-7 runtime support)
|
||||
* CentOS 8.3 (4.18.0-193.el8)and RHEL 8.3 (4.18.0-193.1.1.el8) (devtoolset is not required)
|
||||
* SLES 15 SP2
|
||||
|
||||
|
||||
|
||||
### Complete Installation of AMD ROCM V4.2 Recommended
|
||||
|
||||
Complete uninstallation of previous ROCm versions is required before installing a new version of ROCm. **An upgrade from previous releases to AMD ROCm v4.2 is not supported**. For more information, refer to the AMD ROCm Installation Guide at
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html
|
||||
|
||||
**Note**: AMD ROCm release v3.3 or prior releases are not fully compatible with AMD ROCm v3.5 and higher versions. You must perform a fresh ROCm installation if you want to upgrade from AMD ROCm v3.3 or older to 3.5 or higher versions and vice-versa.
|
||||
|
||||
**Note**: *render* group is required only for Ubuntu v20.04. For all other ROCm supported operating systems, continue to use video group.
|
||||
|
||||
* For ROCm v3.5 and releases thereafter, the clinfo path is changed to /opt/rocm/opencl/bin/clinfo.
|
||||
|
||||
* For ROCm v3.3 and older releases, the clinfo path remains /opt/rocm/opencl/bin/x86_64/clinfo.
|
||||
|
||||
## ROCm Multi-Version Installation Update
|
||||
|
||||
With the AMD ROCm v4.2 release, the following ROCm multi-version installation changes apply:
|
||||
|
||||
The meta packages rocm-dkms<version> are now deprecated for multi-version ROCm installs. For example, rocm-dkms3.7.0, rocm-dkms3.8.0.
|
||||
|
||||
* Multi-version installation of ROCm should be performed by installing rocm-dev<version> using each of the desired ROCm versions. For example, rocm-dev3.7.0, rocm-dev3.8.0, rocm-dev3.9.0.
|
||||
|
||||
* The rock-dkms loadable kernel modules should be installed using a single rock-dkms package.
|
||||
|
||||
* ROCm v3.9 and above will not set any ldconfig entries for ROCm libraries for multi-version installation. Users must set LD_LIBRARY_PATH to load the ROCm library version of choice.
|
||||
|
||||
**NOTE**: The single version installation of the ROCm stack remains the same. The rocm-dkms package can be used for single version installs and is not deprecated at this time.
|
||||
|
||||
|
||||
### Updated HIP Instructions for ROCm Installation
|
||||
|
||||
The hip-base package has a dependency on Perl modules that some operating systems may not have in their default package repositories. Use the following commands to add repositories that have the required Perl packages:
|
||||
|
||||
|
||||
#### For SLES 15 SP2
|
||||
|
||||
sudo zypper addrepo
|
||||
|
||||
|
||||
For more information, see
|
||||
|
||||
https://download.opensuse.org/repositories/devel:languages:perl/SLE_15/devel:languages:perl.repo
|
||||
|
||||
|
||||
|
||||
#### For CentOS8.3
|
||||
|
||||
sudo yum config-manager --set-enabled powertools
|
||||
|
||||
|
||||
#### For RHEL8.3
|
||||
|
||||
sudo subscription-manager repos --enable codeready-builder-for-rhel-8-x86_64-rpms
|
||||
|
||||
|
||||
|
||||
# AMD ROCm Documentation Updates
|
||||
|
||||
## AMD ROCm Installation Guide
|
||||
|
||||
The AMD ROCm Installation Guide in this release includes:
|
||||
|
||||
* Supported Environments
|
||||
|
||||
* Installation Instructions
|
||||
|
||||
* HIP Installation Instructions
|
||||
|
||||
For more information, refer to the ROCm documentation website at:
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/
|
||||
|
||||
|
||||
## AMD ROCm - HIP Documentation Updates
|
||||
|
||||
* HIP Programming Guide v4.2
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD%20HIP%20Programming%20Guide_v4.2.pdf
|
||||
|
||||
|
||||
* HIP API Guide v4.2
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_HIP_API_Guide_4.2.pdf
|
||||
|
||||
|
||||
* HIP-Supported CUDA API Reference Guide v4.2
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/HIP_Supported_CUDA_API_Reference_Guide_v4.2.pdf
|
||||
|
||||
* HIP FAQ
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Programming_Guides/HIP-FAQ.html#hip-faq
|
||||
|
||||
|
||||
## ROCm Data Center User and API Guide
|
||||
|
||||
* ROCm Data Center Tool User Guide
|
||||
|
||||
- Reliability, Accessibility, and Serviceability (RAS) Plugin Integration
|
||||
|
||||
For more information, refer to the ROCm Data Center User Guide at,
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_ROCm_DataCenter_Tool_User_Guide_v4.2.pdf
|
||||
|
||||
|
||||
* ROCm Data Center Tool API Guide
|
||||
|
||||
For more information, refer to the ROCm Data Center API Guide at,
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/ROCm_Data_Center_Tool_API_Guide_v4.2.pdf
|
||||
|
||||
|
||||
## ROCm SMI API Documentation Updates
|
||||
|
||||
* ROCm SMI API Guide
|
||||
|
||||
For more information, refer to the ROCm SMI API Guide at,
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/ROCm_SMI_Manual_4.2.pdf
|
||||
|
||||
## ROC Debugger User and API Guide
|
||||
|
||||
* ROC Debugger User Guide
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/ROCm_Debugger_User_Guide_v4.2.pdf
|
||||
|
||||
|
||||
|
||||
* Debugger API Guide
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/ROCm_Debugger_API_Guide_v4.2.pdf
|
||||
|
||||
|
||||
## General AMD ROCm Documentation Links
|
||||
|
||||
Access the following links for more information:
|
||||
|
||||
* For AMD ROCm documentation, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/
|
||||
|
||||
* For installation instructions on supped 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/Software-Stack-for-AMD-GPU.html
|
||||
|
||||
|
||||
* For AMD ROCm Release History, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Current_Release_Notes/ROCm-Version-History.html
|
||||
|
||||
|
||||
|
||||
# What\'s New in This Release
|
||||
|
||||
## HIP Enhancements
|
||||
|
||||
### HIP Target Platform Macro
|
||||
|
||||
The platform macros are updated to target either the AMD or NVIDIA platform in HIP projects. They now include corresponding headers and libraries for compilation/linking.
|
||||
|
||||
* *__HIP_PLATFORM_AMD__* is defined if the HIP platform targets AMD. Note, __HIP_PLATFORM_HCC__ was used previously if the HIP platform targeted AMD.
|
||||
This is now deprecated.
|
||||
|
||||
* *__HIP_PLATFORM_NVIDIA__* is defined if the HIP platform targets NVIDIA. Note, _HIP_PLATFORM_NVCC__ was used previously if the HIP platform targeted NVIDIA. This is now deprecated.
|
||||
|
||||
For example,
|
||||
|
||||
python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html
|
||||
```
|
||||
|
||||
#if (defined(__HIP_PLATFORM_AMD__)) && !(defined(__HIP_PLATFORM_NVIDIA__))
|
||||
|
||||
#include <hip/amd_detail/hip_complex.h>
|
||||
|
||||
#elif !(defined(__HIP_PLATFORM_AMD__)) && (defined(__HIP_PLATFORM_NVIDIA__))
|
||||
|
||||
#include <hip/nvidia_detail/hip_complex.h>
|
||||
|
||||
```
|
||||
|
||||
### Updated HIP 'Include' Directories
|
||||
|
||||
In the ROCm4.2 release, HIP *include* header directories for platforms are updated as follows:
|
||||
|
||||
* *amd_detail/* - includes source header details for the ‘amd’ platform implementation. In previous releases, the "hcc_detail" directory was defined, and it it is now deprecated.
|
||||
|
||||
* *nvidia_detail/* - includes source header details for the ‘nvidia’ platform implementation. In previous releases, the "nvcc_detail" directory was defined, and it is now deprecated.
|
||||
|
||||
|
||||
### HIP Stream Memory Operations
|
||||
|
||||
The ROCm v4.2 extends support to Stream Memory Operations to enable direct synchronization between Network Nodes and GPU. The following new APIs are added:
|
||||
|
||||
* hipStreamWaitValue32
|
||||
* hipStreamWaitValue64
|
||||
* hipStreamWriteValue32
|
||||
* hipStreamWriteValue64
|
||||
|
||||
For more details, see the HIP API guide at
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_HIP_API_Guide_4.2.pdf
|
||||
|
||||
|
||||
### HIP Events in Kernel Dispatch
|
||||
|
||||
HIP events in kernel dispatch using *hipExtLaunchKernelGGL/hipExtLaunchKernel* and passed in the API are not explicitly recorded and should only be used to get elapsed time for that specific launch.
|
||||
|
||||
Events used across multiple dispatches, for example, start and stop events from different *hipExtLaunchKernelGGL/hipExtLaunchKernel* calls, are treated as invalid unrecorded events. In such scenarios, HIP will display the error *"hipErrorInvalidHandle"* from *hipEventElapsedTime*.
|
||||
|
||||
For more details, refer to the HIP API Guide at
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_HIP_API_Guide_4.2.pdf
|
||||
|
||||
|
||||
### Changed Environment Variables for HIP
|
||||
|
||||
In the ROCm v3.5 release, the Heterogeneous Compute Compiler (HCC) compiler was deprecated, and the HIP-Clang compiler was introduced for compiling Heterogeneous-Compute Interface for Portability (HIP) programs. In addition, the HIP runtime API was 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.
|
||||
|
||||
While the HIP_PLATFORM=hcc environment variable was functional in subsequent releases, in the ROCm v4.1 release, the following environment variables were changed:
|
||||
|
||||
* *HIP_PLATFORM=hcc to HIP_PLATFORM=amd*
|
||||
|
||||
* *HIP_PLATFORM=nvcc to HIP_PLATFORM=nvidia*
|
||||
|
||||
Therefore, any applications continuing to use the HIP_PLATFORM=hcc variable will fail. You must update the environment variables to reflect the changes as mentioned above.
|
||||
|
||||
|
||||
|
||||
## ROCm Data Center Tool
|
||||
|
||||
### RAS Integration
|
||||
|
||||
The ROCm Data Center (RDC) Tool is enhanced with the Reliability, Accessibility, and Serviceability (RAS) plugin.
|
||||
|
||||
For more information about RAS integration and installation, refer to the ROCm Data Center Tool User guide at:
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_ROCm_DataCenter_Tool_User_Guide_v4.2.pdf
|
||||
|
||||
|
||||
## ROCm Math and Communication Libraries
|
||||
|
||||
### rocBLAS
|
||||
|
||||
Enhancements and fixes:
|
||||
|
||||
* Added option to install script to build only rocBLAS clients with a pre-built rocBLAS library
|
||||
|
||||
* Supported gemm ext for unpacked int8 input layout on gfx908 GPUs
|
||||
|
||||
* Added new flags rocblas_gemm_flags::rocblas_gemm_flags_pack_int8x4 to specify if using the packed layout
|
||||
|
||||
* Set the rocblas_gemm_flags_pack_int8x4 when using packed int8x;, this should be always set on GPUs before gfx908
|
||||
|
||||
* For gfx908 GPUs, unpacked int8 is supported. Setting of this flag is no longer required
|
||||
|
||||
* Notice the default flags 0 uses unpacked int8 and changes the behaviour of int8 gemm from ROCm 4.1.0
|
||||
|
||||
* Added a query function rocblas_query_int8_layout_flag to get the preferable layout of int8 for gemm by device
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocblas.readthedocs.io/en/master/
|
||||
|
||||
|
||||
### rocRAND
|
||||
|
||||
* Performance fixes
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocrand.readthedocs.io/en/latest/
|
||||
|
||||
|
||||
### rocSOLVER
|
||||
|
||||
Support for:
|
||||
|
||||
* Multi-level logging functionality
|
||||
|
||||
* Implementation of the Thin-SVD algorithm
|
||||
|
||||
* Reductions of generalized symmetric- and hermitian-definite eigenproblems:
|
||||
|
||||
* SYGS2, SYGST (with batched and strided_batched versions)
|
||||
* HEGS2, HEGST (with batched and strided_batched versions)
|
||||
|
||||
* Symmetric and hermitian matrix eigensolvers:
|
||||
|
||||
* SYEV (with batched and strided_batched versions)
|
||||
* HEEV (with batched and strided_batched versions)
|
||||
|
||||
* Generalized symmetric- and hermitian-definite eigensolvers:
|
||||
|
||||
* SYGV (with batched and strided_batched versions)
|
||||
* HEGV (with batched and strided_batched versions)
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocsolver.readthedocs.io/en/latest/
|
||||
|
||||
|
||||
### rocSPARSE
|
||||
|
||||
Enhancements:
|
||||
|
||||
* SpMM (CSR, COO)
|
||||
* Code coverage analysis
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocsparse.readthedocs.io/en/latest/usermanual.html#rocsparse-gebsrmv
|
||||
|
||||
|
||||
### hipSPARSE
|
||||
|
||||
Enhancements:
|
||||
|
||||
* Generic API support, including SpMM (CSR, COO)
|
||||
* csru2csr, csr2csru
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocsparse.readthedocs.io/en/latest/usermanual.html#types
|
||||
|
||||
|
||||
|
||||
# Fixed Defects
|
||||
|
||||
## Performance Impact for LDS-BOUND Kernels
|
||||
|
||||
The following issue is fixed in the ROCm v4.2 release.
|
||||
|
||||
The compiler in ROCm v4.1 generates LDS load and stores instructions that incorrectly assume equal performance between aligned and misaligned accesses. While this does not impact code correctness, it may result in sub-optimal performance.
|
||||
|
||||
|
||||
# Known Issues
|
||||
|
||||
The following are the known issues in this release.
|
||||
|
||||
## Upgrade to AMD ROCm v4.2 Not Supported
|
||||
|
||||
An upgrade from previous releases to AMD ROCm v4.2 is not supported. Complete uninstallation of previous ROCm versions is required before installing a new version of ROCm.
|
||||
|
||||
The hip-base package has a dependency on Perl modules that some operating systems may not have in their default package repositories. Use the following commands to add repositories that have the required Perl packages:
|
||||
|
||||
|
||||
#### For SLES 15 SP2
|
||||
|
||||
sudo zypper addrepo
|
||||
|
||||
|
||||
For more information, see
|
||||
|
||||
https://download.opensuse.org/repositories/devel:languages:perl/SLE_15/devel:languages:perl.repo
|
||||
|
||||
|
||||
|
||||
#### For CentOS8.3
|
||||
|
||||
sudo yum config-manager --set-enabled powertools
|
||||
|
||||
|
||||
#### For RHEL8.3
|
||||
|
||||
sudo subscription-manager repos --enable codeready-builder-for-rhel-8-x86_64-rpms
|
||||
|
||||
|
||||
## Modulefile Fails to Install Automatically in ROCm Multi-Version Environment
|
||||
|
||||
The ROCm v4.2 release includes a preliminary implementation of environment modules to enable switching between multi versions of ROCm installation. The modulefile in */opt/rocm-4.2/lib/rocmmod* fails to install automatically in the ROCm multi-version environment.
|
||||
|
||||
This is a known limitation for environment modules in ROCm, and the issue is under investigation at this time.
|
||||
|
||||
**Workaround**
|
||||
|
||||
Ensure you install the modulefile in */opt/rocm-4.2/lib/rocmmod* manually in a multi-version installation environment.
|
||||
|
||||
For general information about modules, see
|
||||
http://modules.sourceforge.net/
|
||||
|
||||
## Issue with Input/Output Types for Scan Algorithms in rocThrust
|
||||
|
||||
As rocThrust is updated to match CUDA Thrust 1.10, the different input/output types for scan algorithms in rocThrust/CUDA Thrust are no longer officially supported. In this situation, the current C++ standard does not specify the intermediate accumulator type leading to potentially incorrect results and ill-defined behavior.
|
||||
|
||||
As a workaround, users can:
|
||||
|
||||
* Use the same types for input and output
|
||||
|
||||
Or
|
||||
|
||||
* For exclusive_scan, explicitly specify an *InitialValueType* in the last argument
|
||||
|
||||
Or
|
||||
|
||||
* For inclusive_scan, which does not have an initial value argument, use a transform_iterator to explicitly cast the input iterators to match the output’s value_type
|
||||
|
||||
|
||||
## Precision Issue in AMD RADEON™ PRO VII and AMD RADEON™ VII
|
||||
|
||||
In AMD Radeon™ Pro VII AND AMD Radeon™ VII, a precision issue can occur when using the Tensorflow XLA path.
|
||||
|
||||
This issue is currently under investigation.
|
||||
|
||||
|
||||
|
||||
# Deprecations
|
||||
|
||||
This section describes deprecations and removals in AMD ROCm.
|
||||
|
||||
## Compiler Generated Code Object Version 2 Deprecation
|
||||
|
||||
Compiler-generated code object version 2 is no longer supported and has been completely removed. Support for loading code object version 2 is also deprecated with no announced removal release.
|
||||
|
||||
|
||||
# Deploying ROCm
|
||||
|
||||
AMD hosts both Debian and RPM repositories for the ROCm packages.
|
||||
|
||||
For more information on ROCM installation on all platforms, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html
|
||||
|
||||
|
||||
# Machine Learning and High Performance Computing Software Stack for AMD GPU
|
||||
|
||||
For an updated version of the software stack for AMD GPU, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#software-stack-for-amd-gpu
|
||||
|
||||
|
||||
|
||||
# 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.
|
||||
|
||||
**Note:** The AMD ROCm™ open software platform is a compute stack for headless system deployments. GUI-based software applications are currently not supported.
|
||||
|
||||
#### 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.
|
||||
|
||||
**Note:** The integrated GPUs of Ryzen are not officially supported targets for ROCm.
|
||||
|
||||
ROCm officially supports AMD GPUs that use following chips:
|
||||
|
||||
* 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, Radeon Pro VII
|
||||
|
||||
* CDNA GPUs
|
||||
|
||||
- MI100 chips such as on the AMD Instinct™ MI100
|
||||
|
||||
|
||||
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 the HIP runtime, 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://en.wikipedia.org/wiki/List_of_AMD_graphics_processing_units).
|
||||
|
||||
#### 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
|
||||
```
|
||||
|
||||
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.
|
||||
|
||||
#### Not supported or limited support under ROCm
|
||||
|
||||
##### Limited support
|
||||
|
||||
* ROCm 4.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 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 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.
|
||||
* 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.
|
||||
|
||||
In the default ROCm configuration, GFX8 and GFX9 GPUs require PCI Express 3.0 with PCIe atomics. The ROCm platform leverages these advanced capabilities to allow features such as user-level submission of work from the host to the GPU. This includes PCIe atomic Fetch and Add, Compare and Swap, Unconditional Swap, and AtomicOp Completion.
|
||||
|
||||
#### 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 |
|
||||
|
||||
|
||||
# Disclaimer
|
||||
|
||||
AMD®, the AMD Arrow logo, AMD Instinct™, Radeon™, ROCm® and combinations thereof are trademarks of Advanced Micro Devices, Inc.
|
||||
|
||||
Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries.
|
||||
|
||||
PCIe® is a registered trademark of PCI-SIG Corporation. Other product names used in this publication are for identification purposes only and may be trademarks of their respective companies.
|
||||
|
||||
Google® is a registered trademark of Google LLC.
|
||||
|
||||
Ubuntu and the Ubuntu logo are registered trademarks of Canonical Ltd.
|
||||
|
||||
Other product names used in this publication are for identification purposes only and may be trademarks of their respective companies.
|
||||
## Older ROCm™ Releases
|
||||
|
||||
For release information for older ROCm™ releases, refer to
|
||||
[CHANGELOG](./CHANGELOG.md).
|
||||
|
||||
512
RELEASE.md
Normal file
@@ -0,0 +1,512 @@
|
||||
# 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 5.2.0
|
||||
<!-- markdownlint-disable first-line-h1 -->
|
||||
<!-- markdownlint-disable no-duplicate-header -->
|
||||
### What's New in This Release
|
||||
|
||||
#### HIP Enhancements
|
||||
|
||||
The ROCm v5.2 release consists of the following HIP enhancements:
|
||||
|
||||
##### HIP Installation Guide Updates
|
||||
|
||||
The HIP Installation Guide is updated to include building HIP tests from source on the AMD and NVIDIA platforms.
|
||||
|
||||
For more details, refer to the HIP Installation Guide v5.2.
|
||||
|
||||
##### Support for device-side malloc on HIP-Clang
|
||||
|
||||
HIP-Clang now supports device-side malloc. This implementation does not require the use of `hipDeviceSetLimit(hipLimitMallocHeapSize,value)` nor respect any setting. The heap is fully dynamic and can grow until the available free memory on the device is consumed.
|
||||
|
||||
The test codes at the following link show how to implement applications using malloc and free functions in device kernels:
|
||||
|
||||
<https://github.com/ROCm-Developer-Tools/HIP/blob/develop/tests/src/deviceLib/hipDeviceMalloc.cpp>
|
||||
|
||||
##### New HIP APIs in This Release
|
||||
|
||||
The following new HIP APIs are available in the ROCm v5.2 release. Note that this is a pre-official version (beta) release of the new APIs:
|
||||
|
||||
###### Device management HIP APIs
|
||||
|
||||
The new device management HIP APIs are as follows:
|
||||
|
||||
- Gets a UUID for the device. This API returns a UUID for the device.
|
||||
|
||||
```h
|
||||
hipError_t hipDeviceGetUuid(hipUUID* uuid, hipDevice_t device);
|
||||
```
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> This new API corresponds to the following CUDA API:
|
||||
>
|
||||
> ```h
|
||||
> CUresult cuDeviceGetUuid(CUuuid* uuid, CUdevice dev);
|
||||
> ```
|
||||
|
||||
- Gets default memory pool of the specified device
|
||||
|
||||
```h
|
||||
hipError_t hipDeviceGetDefaultMemPool(hipMemPool_t* mem_pool, int device);
|
||||
```
|
||||
|
||||
- Sets the current memory pool of a device
|
||||
|
||||
```h
|
||||
hipError_t hipDeviceSetMemPool(int device, hipMemPool_t mem_pool);
|
||||
```
|
||||
|
||||
- Gets the current memory pool for the specified device
|
||||
|
||||
```h
|
||||
hipError_t hipDeviceGetMemPool(hipMemPool_t* mem_pool, int device);
|
||||
```
|
||||
|
||||
###### New HIP Runtime APIs in Memory Management
|
||||
|
||||
The new Stream Ordered Memory Allocator functions of HIP runtime APIs in memory management are as follows:
|
||||
|
||||
- Allocates memory with stream ordered semantics
|
||||
|
||||
```h
|
||||
hipError_t hipMallocAsync(void** dev_ptr, size_t size, hipStream_t stream);
|
||||
```
|
||||
|
||||
- Frees memory with stream ordered semantics
|
||||
|
||||
```h
|
||||
hipError_t hipFreeAsync(void* dev_ptr, hipStream_t stream);
|
||||
```
|
||||
|
||||
- Releases freed memory back to the OS
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolTrimTo(hipMemPool_t mem_pool, size_t min_bytes_to_hold);
|
||||
```
|
||||
|
||||
- Sets attributes of a memory pool
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolSetAttribute(hipMemPool_t mem_pool, hipMemPoolAttr attr, void* value);
|
||||
```
|
||||
|
||||
- Gets attributes of a memory pool
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolGetAttribute(hipMemPool_t mem_pool, hipMemPoolAttr attr, void* value);
|
||||
```
|
||||
|
||||
- Controls visibility of the specified pool between devices
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolSetAccess(hipMemPool_t mem_pool, const hipMemAccessDesc* desc_list, size_t count);
|
||||
```
|
||||
|
||||
- Returns the accessibility of a pool from a device
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolGetAccess(hipMemAccessFlags* flags, hipMemPool_t mem_pool, hipMemLocation* location);
|
||||
```
|
||||
|
||||
- Creates a memory pool
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolCreate(hipMemPool_t* mem_pool, const hipMemPoolProps* pool_props);
|
||||
```
|
||||
|
||||
- Destroys the specified memory pool
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolDestroy(hipMemPool_t mem_pool);
|
||||
```
|
||||
|
||||
- Allocates memory from a specified pool with stream ordered semantics
|
||||
|
||||
```h
|
||||
hipError_t hipMallocFromPoolAsync(void** dev_ptr, size_t size, hipMemPool_t mem_pool, hipStream_t stream);
|
||||
```
|
||||
|
||||
- Exports a memory pool to the requested handle type
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolExportToShareableHandle(
|
||||
void* shared_handle,
|
||||
hipMemPool_t mem_pool,
|
||||
hipMemAllocationHandleType handle_type,
|
||||
unsigned int flags);
|
||||
```
|
||||
|
||||
- Imports a memory pool from a shared handle
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolImportFromShareableHandle(
|
||||
hipMemPool_t* mem_pool,
|
||||
void* shared_handle,
|
||||
hipMemAllocationHandleType handle_type,
|
||||
unsigned int flags);
|
||||
```
|
||||
|
||||
- Exports data to share a memory pool allocation between processes
|
||||
|
||||
```h
|
||||
hipError_t hipMemPoolExportPointer(hipMemPoolPtrExportData* export_data, void* dev_ptr);
|
||||
Import a memory pool allocation from another process.t
|
||||
hipError_t hipMemPoolImportPointer(
|
||||
void** dev_ptr,
|
||||
hipMemPool_t mem_pool,
|
||||
hipMemPoolPtrExportData* export_data);
|
||||
```
|
||||
|
||||
###### HIP Graph Management APIs
|
||||
|
||||
The new HIP Graph Management APIs are as follows:
|
||||
|
||||
- Enqueues a host function call in a stream
|
||||
|
||||
```h
|
||||
hipError_t hipLaunchHostFunc(hipStream_t stream, hipHostFn_t fn, void* userData);
|
||||
```
|
||||
|
||||
- Swaps the stream capture mode of a thread
|
||||
|
||||
```h
|
||||
hipError_t hipThreadExchangeStreamCaptureMode(hipStreamCaptureMode* mode);
|
||||
```
|
||||
|
||||
- Sets a node attribute
|
||||
|
||||
```h
|
||||
hipError_t hipGraphKernelNodeSetAttribute(hipGraphNode_t hNode, hipKernelNodeAttrID attr, const hipKernelNodeAttrValue* value);
|
||||
```
|
||||
|
||||
- Gets a node attribute
|
||||
|
||||
```h
|
||||
hipError_t hipGraphKernelNodeGetAttribute(hipGraphNode_t hNode, hipKernelNodeAttrID attr, hipKernelNodeAttrValue* value);
|
||||
```
|
||||
|
||||
###### Support for Virtual Memory Management APIs
|
||||
|
||||
The new APIs for virtual memory management are as follows:
|
||||
|
||||
- Frees an address range reservation made via hipMemAddressReserve
|
||||
|
||||
```h
|
||||
hipError_t hipMemAddressFree(void* devPtr, size_t size);
|
||||
```
|
||||
|
||||
- Reserves an address range
|
||||
|
||||
```h
|
||||
hipError_t hipMemAddressReserve(void** ptr, size_t size, size_t alignment, void* addr, unsigned long long flags);
|
||||
```
|
||||
|
||||
- Creates a memory allocation described by the properties and size
|
||||
|
||||
```h
|
||||
hipError_t hipMemCreate(hipMemGenericAllocationHandle_t* handle, size_t size, const hipMemAllocationProp* prop, unsigned long long flags);
|
||||
```
|
||||
|
||||
- Exports an allocation to a requested shareable handle type
|
||||
|
||||
```h
|
||||
hipError_t hipMemExportToShareableHandle(void* shareableHandle, hipMemGenericAllocationHandle_t handle, hipMemAllocationHandleType handleType, unsigned long long flags);
|
||||
```
|
||||
|
||||
- Gets the access flags set for the given location and ptr
|
||||
|
||||
```h
|
||||
hipError_t hipMemGetAccess(unsigned long long* flags, const hipMemLocation* location, void* ptr);
|
||||
```
|
||||
|
||||
- Calculates either the minimal or recommended granularity
|
||||
|
||||
```h
|
||||
hipError_t hipMemGetAllocationGranularity(size_t* granularity, const hipMemAllocationProp* prop, hipMemAllocationGranularity_flags option);
|
||||
```
|
||||
|
||||
- Retrieves the property structure of the given handle
|
||||
|
||||
```h
|
||||
hipError_t hipMemGetAllocationPropertiesFromHandle(hipMemAllocationProp* prop, hipMemGenericAllocationHandle_t handle);
|
||||
```
|
||||
|
||||
- Imports an allocation from a requested shareable handle type
|
||||
|
||||
```h
|
||||
hipError_t hipMemImportFromShareableHandle(hipMemGenericAllocationHandle_t* handle, void* osHandle, hipMemAllocationHandleType shHandleType);
|
||||
```
|
||||
|
||||
- Maps an allocation handle to a reserved virtual address range
|
||||
|
||||
```h
|
||||
hipError_t hipMemMap(void* ptr, size_t size, size_t offset, hipMemGenericAllocationHandle_t handle, unsigned long long flags);
|
||||
```
|
||||
|
||||
- Maps or unmaps subregions of sparse HIP arrays and sparse HIP mipmapped arrays
|
||||
|
||||
```h
|
||||
hipError_t hipMemMapArrayAsync(hipArrayMapInfo* mapInfoList, unsigned int count, hipStream_t stream);
|
||||
```
|
||||
|
||||
- Release a memory handle representing a memory allocation, that was previously allocated through hipMemCreate
|
||||
|
||||
```h
|
||||
hipError_t hipMemRelease(hipMemGenericAllocationHandle_t handle);
|
||||
```
|
||||
|
||||
- Returns the allocation handle of the backing memory allocation given the address
|
||||
|
||||
```h
|
||||
hipError_t hipMemRetainAllocationHandle(hipMemGenericAllocationHandle_t* handle, void* addr);
|
||||
```
|
||||
|
||||
- Sets the access flags for each location specified in desc for the given virtual address range
|
||||
|
||||
```h
|
||||
hipError_t hipMemSetAccess(void* ptr, size_t size, const hipMemAccessDesc* desc, size_t count);
|
||||
```
|
||||
|
||||
- Unmaps memory allocation of a given address range
|
||||
|
||||
```h
|
||||
hipError_t hipMemUnmap(void* ptr, size_t size);
|
||||
```
|
||||
|
||||
For more information, refer to the HIP API documentation at
|
||||
{doc}`hip:.doxygen/docBin/html/modules`.
|
||||
|
||||
##### Planned HIP Changes in Future Releases
|
||||
|
||||
Changes to `hipDeviceProp_t`, `HIPMEMCPY_3D`, and `hipArray` structures (and related HIP APIs) are planned in the next major release. These changes may impact backward compatibility.
|
||||
|
||||
Refer to the Release Notes document in subsequent releases for more information.
|
||||
ROCm Math and Communication Libraries
|
||||
|
||||
In this release, ROCm Math and Communication Libraries consist of the following enhancements and fixes:
|
||||
New rocWMMA for Matrix Multiplication and Accumulation Operations Acceleration
|
||||
|
||||
This release introduces a new ROCm C++ library for accelerating mixed precision matrix multiplication and accumulation (MFMA) operations leveraging specialized GPU matrix cores. rocWMMA provides a C++ API to facilitate breaking down matrix multiply accumulate problems into fragments and using them in block-wise operations that are distributed in parallel across GPU wavefronts. The API is a header library of GPU device code, meaning matrix core acceleration may be compiled directly into your kernel device code. This can benefit from compiler optimization in the generation of kernel assembly and does not incur additional overhead costs of linking to external runtime libraries or having to launch separate kernels.
|
||||
|
||||
rocWMMA is released as a header library and includes test and sample projects to validate and illustrate example usages of the C++ API. GEMM matrix multiplication is used as primary validation given the heavy precedent for the library. However, the usage portfolio is growing significantly and demonstrates different ways rocWMMA may be consumed.
|
||||
|
||||
For more information, refer to
|
||||
[Communication Libraries](../../../../docs/reference/gpu_libraries/communication.md).
|
||||
|
||||
#### OpenMP Enhancements in This Release
|
||||
|
||||
##### OMPT Target Support
|
||||
|
||||
The OpenMP runtime in ROCm implements a subset of the OMPT device APIs, as described in the OpenMP specification document. These are APIs that allow first-party tools to examine the profile and traces for kernels that execute on a device. A tool may register callbacks for data transfer and kernel dispatch entry points. A tool may use APIs to start and stop tracing for device-related activities such as data transfer and kernel dispatch timings and associated metadata. If device tracing is enabled, trace records for device activities are collected during program execution and returned to the tool using the APIs described in the specification.
|
||||
|
||||
Following is an example demonstrating how a tool would use the OMPT target APIs supported. The README in /opt/rocm/llvm/examples/tools/ompt outlines the steps to follow, and you can run the provided example as indicated below:
|
||||
|
||||
```sh
|
||||
cd /opt/rocm/llvm/examples/tools/ompt/veccopy-ompt-target-tracing
|
||||
make run
|
||||
```
|
||||
|
||||
The file `veccopy-ompt-target-tracing.c` simulates how a tool would initiate device activity tracing. The file `callbacks.h` shows the callbacks that may be registered and implemented by the tool.
|
||||
|
||||
### Deprecations and Warnings
|
||||
|
||||
#### 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:
|
||||
|
||||
```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
|
||||
```
|
||||
|
||||
#### Planned deprecation of hip-rocclr and hip-base packages
|
||||
|
||||
In the ROCm v5.2 release, hip-rocclr and hip-base packages (Debian and RPM) are planned for deprecation and will be removed in a future release. hip-runtime-amd and hip-dev(el) will replace these packages respectively. Users of hip-rocclr must install two packages, hip-runtime-amd and hip-dev, to get the same set of packages installed by hip-rocclr previously.
|
||||
|
||||
Currently, both package names hip-rocclr (or) hip-runtime-amd and hip-base (or) hip-dev(el) are supported.
|
||||
Deprecation of Integrated HIP Directed Tests
|
||||
|
||||
The integrated HIP directed tests, which are currently built by default, are deprecated in this release. The default building and execution support through CMake will be removed in future release.
|
||||
|
||||
### Fixed Defects
|
||||
|
||||
| Fixed Defect | Fix |
|
||||
|------------------------------------------------------------------------------|----------|
|
||||
| ROCmInfo does not list gpus | Code fix |
|
||||
| Hang observed while restoring cooperative group samples | Code fix |
|
||||
| ROCM-SMI over SRIOV: Unsupported commands do not return proper error message | Code fix |
|
||||
|
||||
### Known Issues
|
||||
|
||||
This section consists of known issues in this release.
|
||||
|
||||
#### Compiler Error on gfx1030 When Compiling at -O0
|
||||
|
||||
##### Issue
|
||||
|
||||
A compiler error occurs when using -O0 flag to compile code for gfx1030 that calls atomicAddNoRet, which is defined in amd_hip_atomic.h. The compiler generates an illegal instruction for gfx1030.
|
||||
|
||||
##### Workaround
|
||||
|
||||
The workaround is not to use the -O0 flag for this case. For higher optimization levels, the compiler does not generate an invalid instruction.
|
||||
|
||||
#### System Freeze Observed During CUDA Memtest Checkpoint
|
||||
|
||||
##### Issue
|
||||
|
||||
Checkpoint/Restore in Userspace (CRIU) requires 20 MB of VRAM approximately to checkpoint and restore. The CRIU process may freeze if the maximum amount of available VRAM is allocated to checkpoint applications.
|
||||
|
||||
##### Workaround
|
||||
|
||||
To use CRIU to checkpoint and restore your application, limit the amount of VRAM the application uses to ensure at least 20 MB is available.
|
||||
|
||||
#### HPC test fails with the “HSA_STATUS_ERROR_MEMORY_FAULT” error
|
||||
|
||||
##### Issue
|
||||
|
||||
The compiler may incorrectly compile a program that uses the `__shfl_sync(mask, value, srcLane)` function when the "value" parameter to the function is undefined along some path to the function. For most functions, uninitialized inputs cause undefined behavior, but the definition for `__shfl_sync` should allow for undefined values.
|
||||
|
||||
##### Workaround
|
||||
|
||||
The workaround is to initialize the parameters to `__shfl_sync`.
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> When the `-Wall` compilation flag is used, the compiler generates a warning indicating the variable is initialized along some path.
|
||||
|
||||
Example:
|
||||
|
||||
```cpp
|
||||
double res = 0.0; // Initialize the input to __shfl_sync.
|
||||
if (lane == 0) {
|
||||
res = <some expression>
|
||||
}
|
||||
res = __shfl_sync(mask, res, 0);
|
||||
```
|
||||
|
||||
#### Kernel produces incorrect result
|
||||
|
||||
##### Issue
|
||||
|
||||
In recent changes to Clang, insertion of the noundef attribute to all the function arguments has been enabled by default.
|
||||
|
||||
In the HIP kernel, variable var in shfl_sync may not be initialized, so LLVM IR treats it as undef.
|
||||
|
||||
So, the function argument that is potentially undef (because it is not intialized) has always been assumed to be noundef by LLVM IR (since Clang has inserted noundef attribute). This leads to ambiguous kernel execution.
|
||||
|
||||
##### Workaround
|
||||
|
||||
- Skip adding `noundef` attribute to functions tagged with convergent attribute. Refer to <https://reviews.llvm.org/D124158> for more information.
|
||||
|
||||
- Introduce shuffle attribute and add it to `__shfl` like APIs at hip headers. Clang can skip adding noundef attribute, if it finds that argument is tagged with shuffle attribute. Refer to <https://reviews.llvm.org/D125378> for more information.
|
||||
|
||||
- Introduce clang builtin for `__shfl` to identify it and skip adding `noundef` attribute.
|
||||
|
||||
- Introduce `__builtin_freeze` to use on the relevant arguments in library wrappers. The library/header need to insert freezes on the relevant inputs.
|
||||
|
||||
#### Issue with Applications Triggering Oversubscription
|
||||
|
||||
There is a known issue with applications that trigger oversubscription. A hardware hang occurs when ROCgdb is used on AMD Instinct™ MI50 and MI100 systems.
|
||||
|
||||
This issue is under investigation and will be fixed in a future release.
|
||||
40
default.xml
@@ -1,7 +1,7 @@
|
||||
<?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/" />
|
||||
<remote name="rocm-swplat"
|
||||
@@ -12,7 +12,7 @@ fetch="https://github.com/GPUOpen-ProfessionalCompute-Libraries/" />
|
||||
fetch="https://github.com/GPUOpen-Tools/" />
|
||||
<remote name="KhronosGroup"
|
||||
fetch="https://github.com/KhronosGroup/" />
|
||||
<default revision="refs/tags/rocm-4.2.0"
|
||||
<default revision="refs/tags/rocm-5.5.1"
|
||||
remote="roc-github"
|
||||
sync-c="true"
|
||||
sync-j="4" />
|
||||
@@ -20,8 +20,8 @@ fetch="https://github.com/KhronosGroup/" />
|
||||
<project name="ROCK-Kernel-Driver" />
|
||||
<project name="ROCT-Thunk-Interface" />
|
||||
<project name="ROCR-Runtime" />
|
||||
<project name="ROC-smi" revision="refs/tags/rocm-4.1.0" />
|
||||
<project name="rocm_smi_lib" />
|
||||
<project name="rocm-core" />
|
||||
<project name="rocm-cmake" />
|
||||
<project name="rocminfo" />
|
||||
<project name="rocprofiler" remote="rocm-devtools" />
|
||||
@@ -31,9 +31,11 @@ fetch="https://github.com/KhronosGroup/" />
|
||||
<project name="clang-ocl" />
|
||||
<!--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" />
|
||||
<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" />
|
||||
@@ -47,24 +49,26 @@ fetch="https://github.com/KhronosGroup/" />
|
||||
<project name="ROCgdb" remote="rocm-devtools" />
|
||||
<project name="ROCdbgapi" remote="rocm-devtools" />
|
||||
<!-- ROCm Libraries -->
|
||||
<project name="rdc" remote="roc-github" />
|
||||
<project name="rocBLAS" remote="rocm-swplat" />
|
||||
<project name="Tensile" remote="rocm-swplat" />
|
||||
<project name="hipBLAS" remote="rocm-swplat" />
|
||||
<project name="rocFFT" remote="rocm-swplat" />
|
||||
<project name="hipFFT" remote="rocm-swplat" />
|
||||
<project name="rocRAND" remote="rocm-swplat" />
|
||||
<project name="rocSPARSE" remote="rocm-swplat" />
|
||||
<project name="rocSOLVER" remote="rocm-swplat" />
|
||||
<project name="hipSPARSE" remote="rocm-swplat" />
|
||||
<project name="rocALUTION" remote="rocm-swplat" />
|
||||
<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 groups="mathlibs" name="rccl" remote="rocm-swplat" />
|
||||
<project name="MIVisionX" remote="gpuopen-libs" />
|
||||
<project name="rocThrust" remote="rocm-swplat" />
|
||||
<project name="hipCUB" remote="rocm-swplat" />
|
||||
<project name="rocPRIM" remote="rocm-swplat" />
|
||||
<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" />
|
||||
|
||||
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.
|
||||
76
docs/conf.py
Normal file
@@ -0,0 +1,76 @@
|
||||
# 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
|
||||
|
||||
from rocm_docs import ROCmDocs
|
||||
|
||||
|
||||
shutil.copy2('../CONTRIBUTING.md','./contributing.md')
|
||||
shutil.copy2('../RELEASE.md','./release.md')
|
||||
# Keep capitalization due to similar linking on GitHub's markdown preview.
|
||||
shutil.copy2('../CHANGELOG.md','./CHANGELOG.md')
|
||||
|
||||
# configurations for PDF output by Read the Docs
|
||||
project = "ROCm Documentation"
|
||||
author = "Advanced Micro Devices, Inc."
|
||||
copyright = "Copyright (c) 2023 Advanced Micro Devices, Inc. All rights reserved."
|
||||
version = "5.2.0"
|
||||
release = "5.2.0"
|
||||
|
||||
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/machine_learning", "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 5.2.0 Documentation Home")
|
||||
docs_core.setup()
|
||||
|
||||
external_projects_current_project = "rocm"
|
||||
|
||||
for sphinx_var in ROCmDocs.SPHINX_VARS:
|
||||
globals()[sphinx_var] = getattr(docs_core, sphinx_var)
|
||||
html_theme_options = {
|
||||
"link_main_doc": False
|
||||
}
|
||||
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
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