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rocm-5.4.2
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docs/5.5.1
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2
.github/CODEOWNERS
vendored
@@ -1 +1 @@
|
||||
* @saadrahim @Rmalavally @amd-aakash @zhang2amd @jlgreathouse
|
||||
* @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"
|
||||
60
.github/workflows/linting.yml
vendored
Normal file
@@ -0,0 +1,60 @@
|
||||
name: Linting
|
||||
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
- 'docs/*'
|
||||
- 'roc**'
|
||||
pull_request:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
- 'docs/*'
|
||||
- 'roc**'
|
||||
|
||||
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: []
|
||||
49
.wordlist.txt
Normal file
@@ -0,0 +1,49 @@
|
||||
# file_reorg
|
||||
FHS
|
||||
Filesystem
|
||||
filesystem
|
||||
incrementing
|
||||
rocm
|
||||
# gpu_aware_mpi
|
||||
DMA
|
||||
GDR
|
||||
HCA
|
||||
MPI
|
||||
MVAPICH
|
||||
Mellanox's
|
||||
NIC
|
||||
OFED
|
||||
OSU
|
||||
OpenFabrics
|
||||
PeerDirect
|
||||
RDMA
|
||||
UCX
|
||||
ib_core
|
||||
# isv_deployment_win
|
||||
ABI
|
||||
# linear algebra
|
||||
LAPACK
|
||||
MMA
|
||||
backends
|
||||
cuSOLVER
|
||||
cuSPARSE
|
||||
# openmp
|
||||
ICV
|
||||
Multithreaded
|
||||
# tuning_guides
|
||||
BMC
|
||||
DGEMM
|
||||
HPCG
|
||||
HPL
|
||||
IOPM
|
||||
# windows
|
||||
SKU
|
||||
SKUs
|
||||
PowerShell
|
||||
UAC
|
||||
# pytorch_install
|
||||
kdb
|
||||
precompiled
|
||||
# gpu_os_support
|
||||
HWE
|
||||
el
|
||||
5884
CHANGELOG.md
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 -->
|
||||
2
LICENSE
@@ -1,6 +1,6 @@
|
||||
MIT License
|
||||
|
||||
Copyright (c) 2022 Advanced Micro Devices, Inc. All rights reserved.
|
||||
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
|
||||
|
||||
126
README.md
@@ -1,96 +1,54 @@
|
||||
# ROCm™ Repository Updates
|
||||
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.
|
||||
# AMD ROCm™ Platform
|
||||
|
||||
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.
|
||||
|
||||
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.
|
||||
|
||||
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.
|
||||
|
||||
The default.xml file uses the repo Manifest format.
|
||||
|
||||
# ROCm v5.4.2 Release Notes
|
||||
ROCm v5.4.2 is now released. For ROCm v5.4.2 documentation, refer to https://docs.amd.com.
|
||||
The develop branch of this repository contains content for the next
|
||||
ROCm release.
|
||||
|
||||
# ROCm v5.4.1 Release Notes
|
||||
ROCm v5.4.1 is now released. For ROCm v5.4.1 documentation, refer to https://docs.amd.com.
|
||||
## ROCm Documentation
|
||||
|
||||
# ROCm v5.4 Release Notes
|
||||
ROCm v5.4 is now released. For ROCm v5.4 documentation, refer to https://docs.amd.com.
|
||||
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.
|
||||
|
||||
# ROCm v5.3.3 Release Notes
|
||||
ROCm v5.3.3 is now released. For ROCm v5.3.3 documentation, refer to https://docs.amd.com.
|
||||
### How to build documentation via Sphinx
|
||||
|
||||
# ROCm v5.3.2 Release Notes
|
||||
ROCm v5.3.2 is now released. For ROCm v5.3.2 documentation, refer to https://docs.amd.com.
|
||||
```bash
|
||||
cd docs
|
||||
|
||||
# ROCm v5.3 Release Notes
|
||||
ROCm v5.3 is now released. For ROCm v5.3 documentation, refer to https://docs.amd.com.
|
||||
|
||||
# ROCm v5.2.3 Release Notes
|
||||
The ROCm v5.2.3 patch release is now available. The details are listed below. Highlights of this release include enhancements in RCCL version compatibility and minor bug fixes in the HIP Runtime.
|
||||
|
||||
Additionally, ROCm releases will return to use of the [ROCm](https://github.com/RadeonOpenCompute/ROCm) repository for version-controlled release notes henceforth.
|
||||
|
||||
**NOTE**: This release of ROCm is validated with the AMDGPU release v22.20.1.
|
||||
|
||||
All users of the ROCm v5.2.1 release and below are encouraged to upgrade. Refer to https://docs.amd.com for documentation associated with this release.
|
||||
|
||||
|
||||
## Introducing Preview Support for Ubuntu 20.04.5 HWE
|
||||
|
||||
Refer to the following article for information on the preview support for Ubuntu 20.04.5 HWE.
|
||||
|
||||
https://www.amd.com/en/support/kb/release-notes/rn-amdgpu-unified-linux-22-20
|
||||
|
||||
|
||||
## Changes in This Release
|
||||
|
||||
### Ubuntu 18.04 End of Life
|
||||
|
||||
Support for Ubuntu 18.04 ends in this release. Future releases of ROCm will not provide prebuilt packages for Ubuntu 18.04.
|
||||
|
||||
|
||||
### HIP and Other Runtimes
|
||||
|
||||
#### HIP Runtime
|
||||
|
||||
##### Fixes
|
||||
|
||||
- A bug was discovered in the HIP graph capture implementation in the ROCm v5.2.0 release. If the same kernel is called twice (with different argument values) in a graph capture, the implementation only kept the argument values for the second kernel call.
|
||||
|
||||
- A bug was introduced in the hiprtc implementation in the ROCm v5.2.0 release. This bug caused the *hiprtcGetLoweredName* call to fail for named expressions with whitespace in it.
|
||||
|
||||
**Example:** The named expression ```my_sqrt<complex<double>>``` passed but ```my_sqrt<complex<double>>``` failed.
|
||||
|
||||
|
||||
### ROCm Libraries
|
||||
|
||||
#### RCCL
|
||||
|
||||
##### Added
|
||||
- Compatibility with NCCL 2.12.10
|
||||
- Packages for test and benchmark executables on all supported OSes using CPack
|
||||
- Adding custom signal handler - opt-in with RCCL_ENABLE_SIGNALHANDLER=1
|
||||
- Additional details provided if Binary File Descriptor library (BFD) is pre-installed.
|
||||
- Adding experimental support for using multiple ranks per device
|
||||
- Requires using a new interface to create communicator (ncclCommInitRankMulti),
|
||||
refer to the interface documentation for details.
|
||||
- To avoid potential deadlocks, user might have to set an environment variables increasing
|
||||
the number of hardware queues. For example,
|
||||
pip3 install -r sphinx/requirements.txt
|
||||
|
||||
python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html
|
||||
```
|
||||
export GPU_MAX_HW_QUEUES=16
|
||||
|
||||
```
|
||||
- Adding support for reusing ports in NET/IB channels
|
||||
- Opt-in with NCCL_IB_SOCK_CLIENT_PORT_REUSE=1 and NCCL_IB_SOCK_SERVER_PORT_REUSE=1
|
||||
- When "Call to bind failed: Address already in use" error happens in large-scale AlltoAll
|
||||
(for example, >=64 MI200 nodes), users are suggested to opt-in either one or both of the options to resolve the massive port usage issue
|
||||
- Avoid using NCCL_IB_SOCK_SERVER_PORT_REUSE when NCCL_NCHANNELS_PER_NET_PEER is tuned >1
|
||||
|
||||
##### Removed
|
||||
- Removed experimental clique-based kernels
|
||||
|
||||
### Development Tools
|
||||
No notable changes in this release for development tools, including the compiler, profiler, and debugger.
|
||||
|
||||
### Deployment and Management Tools
|
||||
No notable changes in this release for deployment and management tools.
|
||||
|
||||
## Older ROCm™ Releases
|
||||
For release information for older ROCm™ releases, refer to [CHANGELOG](CHANGELOG.md).
|
||||
|
||||
For release information for older ROCm™ releases, refer to
|
||||
[CHANGELOG](./CHANGELOG.md).
|
||||
|
||||
582
RELEASE.md
Normal file
@@ -0,0 +1,582 @@
|
||||
# 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 5.6.0
|
||||
<!-- markdownlint-disable first-line-h1 -->
|
||||
<!-- markdownlint-disable no-duplicate-header -->
|
||||
<!-- markdownlint-disable header-increment -->
|
||||
#### Release Highlights
|
||||
|
||||
ROCm 5.6 consists of several AI software ecosystem improvements to our fast-growing user base. A few examples include:
|
||||
|
||||
- New documentation portal at https://rocm.docs.amd.com
|
||||
- Ongoing software enhancements for LLMs, ensuring full compliance with the HuggingFace unit test suite
|
||||
- OpenAI Triton, CuPy, HIP Graph support, and many other library performance enhancements
|
||||
- Improved ROCm deployment and development tools, including CPU-GPU (rocGDB) debugger, profiler, and docker containers
|
||||
- New pseudorandom generators are available in rocRAND. Added support for half-precision transforms in hipFFT/rocFFT. Added LU refactorization and linear system solver for sparse matrices in rocSOLVER.
|
||||
|
||||
#### OS and GPU Support Changes
|
||||
|
||||
- SLES15 SP5 support was added this release. SLES15 SP3 support was dropped.
|
||||
- AMD Instinct MI50, Radeon Pro VII, and Radeon VII products (collectively referred to as gfx906 GPUs) will be entering the maintenance mode starting Q3 2023. This will be aligned with ROCm 5.7 GA release date.
|
||||
- No new features and performance optimizations will be supported for the gfx906 GPUs beyond ROCm 5.7
|
||||
- Bug fixes / critical security patches will continue to be supported for the gfx906 GPUs till Q2 2024 (End of Maintenance [EOM])(will be aligned with the closest ROCm release)
|
||||
- Bug fixes during the maintenance will be made to the next ROCm point release
|
||||
- Bug fixes will not be back ported to older ROCm releases for this SKU
|
||||
- Distro / Operating system updates will continue as per the ROCm release cadence for gfx906 GPUs till EOM.
|
||||
|
||||
#### AMDSMI CLI 23.0.0.4
|
||||
|
||||
##### Added
|
||||
|
||||
- AMDSMI CLI tool enabled for Linux Bare Metal & Guest
|
||||
|
||||
- Package: amd-smi-lib
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- not all Error Correction Code (ECC) fields are currently supported
|
||||
|
||||
- RHEL 8 & SLES 15 have extra install steps
|
||||
|
||||
#### Kernel Modules (DKMS)
|
||||
|
||||
##### Fixes
|
||||
|
||||
- Stability fix for multi GPU system reproducilble via ROCm_Bandwidth_Test as reported in [Issue 2198](https://github.com/RadeonOpenCompute/ROCm/issues/2198).
|
||||
|
||||
#### HIP 5.6 (For ROCm 5.6)
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- Consolidation of hipamd, rocclr and OpenCL projects in clr
|
||||
- Optimized lock for graph global capture mode
|
||||
|
||||
##### Added
|
||||
|
||||
- Added hipRTC support for amd_hip_fp16
|
||||
- Added hipStreamGetDevice implementation to get the device associated with the stream
|
||||
- Added HIP_AD_FORMAT_SIGNED_INT16 in hipArray formats
|
||||
- hipArrayGetInfo for getting information about the specified array
|
||||
- hipArrayGetDescriptor for getting 1D or 2D array descriptor
|
||||
- hipArray3DGetDescriptor to get 3D array descriptor
|
||||
|
||||
##### Changed
|
||||
|
||||
- hipMallocAsync to return success for zero size allocation to match hipMalloc
|
||||
- Separation of hipcc perl binaries from HIP project to hipcc project. hip-devel package depends on newly added hipcc package
|
||||
- Consolidation of hipamd, ROCclr, and OpenCL repositories into a single repository called clr. Instructions are updated to build HIP from sources in the HIP Installation guide
|
||||
- Removed hipBusBandwidth and hipCommander samples from hip-tests
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed regression in hipMemCpyParam3D when offset is applied
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- Limited testing on xnack+ configuration
|
||||
- Multiple HIP tests failures (gpuvm fault or hangs)
|
||||
- hipSetDevice and hipSetDeviceFlags APIs return hipErrorInvalidDevice instead of hipErrorNoDevice, on a system without GPU
|
||||
- Known memory leak when code object files are loaded/unloaded via hipModuleLoad/hipModuleUnload APIs. Issue will be fixed in a future ROCm release
|
||||
|
||||
##### Upcoming changes in future release
|
||||
|
||||
- Removal of gcnarch from hipDeviceProp_t structure
|
||||
- Addition of new fields in hipDeviceProp_t structure
|
||||
- maxTexture1D
|
||||
- maxTexture2D
|
||||
- maxTexture1DLayered
|
||||
- maxTexture2DLayered
|
||||
- sharedMemPerMultiprocessor
|
||||
- deviceOverlap
|
||||
- asyncEngineCount
|
||||
- surfaceAlignment
|
||||
- unifiedAddressing
|
||||
- computePreemptionSupported
|
||||
- uuid
|
||||
- Removal of deprecated code
|
||||
- hip-hcc codes from hip code tree
|
||||
- Correct hipArray usage in HIP APIs such as hipMemcpyAtoH and hipMemcpyHtoA
|
||||
- HIPMEMCPY_3D fields correction (unsigned int -> size_t)
|
||||
- Renaming of 'memoryType' in hipPointerAttribute_t structure to 'type'
|
||||
|
||||
#### ROCgdb-13 (For ROCm 5.6.0)
|
||||
|
||||
##### Optimized
|
||||
|
||||
- Improved performances when handling the end of a process with a large number of threads.
|
||||
|
||||
Known Issues
|
||||
|
||||
- On certain configurations, ROCgdb can show the following warning message:
|
||||
|
||||
`warning: Probes-based dynamic linker interface failed. Reverting to original interface.`
|
||||
|
||||
This does not affect ROCgdb's functionalities.
|
||||
|
||||
#### ROCprofiler (For ROCm 5.6.0)
|
||||
|
||||
In ROCm 5.6 the `rocprofilerv1` and `rocprofilerv2` include and library files of
|
||||
ROCm 5.5 are split into separate files. The `rocmtools` files that were
|
||||
deprecated in ROCm 5.5 have been removed.
|
||||
|
||||
| ROCm 5.6 | rocprofilerv1 | rocprofilerv2 |
|
||||
|-----------------|-------------------------------------|----------------------------------------|
|
||||
| **Tool script** | `bin/rocprof` | `bin/rocprofv2` |
|
||||
| **API include** | `include/rocprofiler/rocprofiler.h` | `include/rocprofiler/v2/rocprofiler.h` |
|
||||
| **API library** | `lib/librocprofiler.so.1` | `lib/librocprofiler.so.2` |
|
||||
|
||||
The ROCm Profiler Tool that uses `rocprofilerV1` can be invoked using the
|
||||
following command:
|
||||
|
||||
```sh
|
||||
$ rocprof …
|
||||
```
|
||||
|
||||
To write a custom tool based on the `rocprofilerV1` API do the following:
|
||||
|
||||
```C
|
||||
main.c:
|
||||
#include <rocprofiler/rocprofiler.h> // Use the rocprofilerV1 API
|
||||
int main() {
|
||||
// Use the rocprofilerV1 API
|
||||
return 0;
|
||||
}
|
||||
```
|
||||
|
||||
This can be built in the following manner:
|
||||
|
||||
```sh
|
||||
$ gcc main.c -I/opt/rocm-5.6.0/include -L/opt/rocm-5.6.0/lib -lrocprofiler64
|
||||
```
|
||||
|
||||
The resulting `a.out` will depend on
|
||||
`/opt/rocm-5.6.0/lib/librocprofiler64.so.1`.
|
||||
|
||||
The ROCm Profiler that uses `rocprofilerV2` API can be invoked using the
|
||||
following command:
|
||||
|
||||
```sh
|
||||
$ rocprofv2 …
|
||||
```
|
||||
|
||||
To write a custom tool based on the `rocprofilerV2` API do the following:
|
||||
|
||||
```C
|
||||
main.c:
|
||||
#include <rocprofiler/v2/rocprofiler.h> // Use the rocprofilerV2 API
|
||||
int main() {
|
||||
// Use the rocprofilerV2 API
|
||||
return 0;
|
||||
}
|
||||
```
|
||||
|
||||
This can be built in the following manner:
|
||||
|
||||
```sh
|
||||
$ gcc main.c -I/opt/rocm-5.6.0/include -L/opt/rocm-5.6.0/lib -lrocprofiler64-v2
|
||||
```
|
||||
|
||||
The resulting `a.out` will depend on
|
||||
`/opt/rocm-5.6.0/lib/librocprofiler64.so.2`.
|
||||
|
||||
##### Optimized
|
||||
|
||||
- Improved Test Suite
|
||||
|
||||
##### Added
|
||||
|
||||
- 'end_time' need to be disabled in roctx_trace.txt
|
||||
|
||||
##### Fixed
|
||||
|
||||
- rocprof in ROcm/5.4.0 gpu selector broken.
|
||||
- rocprof in ROCm/5.4.1 fails to generate kernel info.
|
||||
- rocprof clobbers LD_PRELOAD.
|
||||
|
||||
### Library Changes in ROCM 5.6.0
|
||||
|
||||
| Library | Version |
|
||||
|---------|---------|
|
||||
| hipBLAS | ⇒ [1.0.0](https://github.com/ROCmSoftwarePlatform/hipBLAS/releases/tag/rocm-5.6.0) |
|
||||
| hipCUB | ⇒ [2.13.1](https://github.com/ROCmSoftwarePlatform/hipCUB/releases/tag/rocm-5.6.0) |
|
||||
| hipFFT | ⇒ [1.0.12](https://github.com/ROCmSoftwarePlatform/hipFFT/releases/tag/rocm-5.6.0) |
|
||||
| hipSOLVER | ⇒ [1.8.0](https://github.com/ROCmSoftwarePlatform/hipSOLVER/releases/tag/rocm-5.6.0) |
|
||||
| hipSPARSE | ⇒ [2.3.6](https://github.com/ROCmSoftwarePlatform/hipSPARSE/releases/tag/rocm-5.6.0) |
|
||||
| MIOpen | ⇒ [2.19.0](https://github.com/ROCmSoftwarePlatform/MIOpen/releases/tag/rocm-5.6.0) |
|
||||
| rccl | ⇒ [2.15.5](https://github.com/ROCmSoftwarePlatform/rccl/releases/tag/rocm-5.6.0) |
|
||||
| rocALUTION | ⇒ [2.1.9](https://github.com/ROCmSoftwarePlatform/rocALUTION/releases/tag/rocm-5.6.0) |
|
||||
| rocBLAS | ⇒ [3.0.0](https://github.com/ROCmSoftwarePlatform/rocBLAS/releases/tag/rocm-5.6.0) |
|
||||
| rocFFT | ⇒ [1.0.23](https://github.com/ROCmSoftwarePlatform/rocFFT/releases/tag/rocm-5.6.0) |
|
||||
| rocm-cmake | ⇒ [0.9.0](https://github.com/RadeonOpenCompute/rocm-cmake/releases/tag/rocm-5.6.0) |
|
||||
| rocPRIM | ⇒ [2.13.0](https://github.com/ROCmSoftwarePlatform/rocPRIM/releases/tag/rocm-5.6.0) |
|
||||
| rocRAND | ⇒ [2.10.17](https://github.com/ROCmSoftwarePlatform/rocRAND/releases/tag/rocm-5.6.0) |
|
||||
| rocSOLVER | ⇒ [3.22.0](https://github.com/ROCmSoftwarePlatform/rocSOLVER/releases/tag/rocm-5.6.0) |
|
||||
| rocSPARSE | ⇒ [2.5.2](https://github.com/ROCmSoftwarePlatform/rocSPARSE/releases/tag/rocm-5.6.0) |
|
||||
| rocThrust | ⇒ [2.18.0](https://github.com/ROCmSoftwarePlatform/rocThrust/releases/tag/rocm-5.6.0) |
|
||||
| rocWMMA | ⇒ [1.1.0](https://github.com/ROCmSoftwarePlatform/rocWMMA/releases/tag/rocm-5.6.0) |
|
||||
| Tensile | ⇒ [4.37.0](https://github.com/ROCmSoftwarePlatform/Tensile/releases/tag/rocm-5.6.0) |
|
||||
|
||||
#### hipBLAS 1.0.0
|
||||
|
||||
hipBLAS 1.0.0 for ROCm 5.6.0
|
||||
|
||||
##### Changed
|
||||
|
||||
- added const qualifier to hipBLAS functions (swap, sbmv, spmv, symv, trsm) where missing
|
||||
|
||||
##### Removed
|
||||
|
||||
- removed support for deprecated hipblasInt8Datatype_t enum
|
||||
- removed support for deprecated hipblasSetInt8Datatype and hipblasGetInt8Datatype functions
|
||||
|
||||
##### Deprecated
|
||||
|
||||
- in-place trmm is deprecated. It will be replaced by trmm which includes both in-place and
|
||||
out-of-place functionality
|
||||
|
||||
#### hipCUB 2.13.1
|
||||
|
||||
hipCUB 2.13.1 for ROCm 5.6.0
|
||||
|
||||
##### 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`.
|
||||
- Updated `docs` directory structure to match the standard of [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core).
|
||||
|
||||
##### 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 1.0.12
|
||||
|
||||
hipFFT 1.0.12 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Implemented the hipfftXtMakePlanMany, hipfftXtGetSizeMany, hipfftXtExec APIs, to allow requesting half-precision transforms.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Added --precision argument to benchmark/test clients. --double is still accepted but is deprecated as a method to request a double-precision transform.
|
||||
|
||||
#### hipSOLVER 1.8.0
|
||||
|
||||
hipSOLVER 1.8.0 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added compatibility API with hipsolverRf prefix
|
||||
|
||||
#### hipSPARSE 2.3.6
|
||||
|
||||
hipSPARSE 2.3.6 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added SpGEMM algorithms
|
||||
|
||||
##### Changed
|
||||
|
||||
- For hipsparseXbsr2csr and hipsparseXcsr2bsr, blockDim == 0 now returns HIPSPARSE_STATUS_INVALID_SIZE
|
||||
|
||||
#### MIOpen 2.19.0
|
||||
|
||||
MIOpen 2.19.0 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- ROCm 5.5 support for gfx1101 (Navi32)
|
||||
|
||||
##### Changed
|
||||
|
||||
- Tuning results for MLIR on ROCm 5.5
|
||||
- Bumping MLIR commit to 5.5.0 release tag
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fix 3d convolution Host API bug
|
||||
- [HOTFIX][MI200][FP16] Disabled ConvHipImplicitGemmBwdXdlops when FP16_ALT is required.
|
||||
|
||||
#### rccl 2.15.5
|
||||
|
||||
RCCL 2.15.5 for ROCm 5.6.0
|
||||
|
||||
##### 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 2.1.9
|
||||
|
||||
rocALUTION 2.1.9 for ROCm 5.6.0
|
||||
|
||||
##### Improved
|
||||
|
||||
- Fixed synchronization issues in level 1 routines
|
||||
|
||||
#### rocBLAS 3.0.0
|
||||
|
||||
rocBLAS 3.0.0 for ROCm 5.6.0
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- Improved performance of Level 2 rocBLAS GEMV on gfx90a GPU for non-transposed problems having small matrices and larger batch counts. Performance enhanced for problem sizes when m and n <= 32 and batch_count >= 256.
|
||||
- Improved performance of rocBLAS syr2k for single, double, and double-complex precision, and her2k for double-complex precision. Slightly improved performance for general sizes on gfx90a.
|
||||
|
||||
##### Added
|
||||
|
||||
- Added bf16 inputs and f32 compute support to Level 1 rocBLAS Extension functions axpy_ex, scal_ex and nrm2_ex.
|
||||
|
||||
##### Deprecated
|
||||
|
||||
- trmm inplace is deprecated. It will be replaced by trmm that has both inplace and out-of-place functionality
|
||||
- rocblas_query_int8_layout_flag() is deprecated and will be removed in a future release
|
||||
- rocblas_gemm_flags_pack_int8x4 enum is deprecated and will be removed in a future release
|
||||
- rocblas_set_device_memory_size() is deprecated and will be replaced by a future function rocblas_increase_device_memory_size()
|
||||
- rocblas_is_user_managing_device_memory() is deprecated and will be removed in a future release
|
||||
|
||||
##### Removed
|
||||
|
||||
- is_complex helper was deprecated and now removed. Use rocblas_is_complex instead.
|
||||
- The enum truncate_t and the value truncate was deprecated and now removed from. It was replaced by rocblas_truncate_t and rocblas_truncate, respectively.
|
||||
- rocblas_set_int8_type_for_hipblas was deprecated and is now removed.
|
||||
- rocblas_get_int8_type_for_hipblas was deprecated and is now removed.
|
||||
|
||||
##### Dependencies
|
||||
|
||||
- build only dependency on python joblib added as used by Tensile build
|
||||
- fix for cmake install on some OS when performed by install.sh -d --cmake_install
|
||||
|
||||
##### Fixed
|
||||
|
||||
- make trsm offset calculations 64 bit safe
|
||||
|
||||
##### Changed
|
||||
|
||||
- refactor rotg test code
|
||||
|
||||
#### rocFFT 1.0.23
|
||||
|
||||
rocFFT 1.0.23 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Implemented half-precision transforms, which can be requested by passing rocfft_precision_half to rocfft_plan_create.
|
||||
- Implemented a hierarchical solution map which saves how to decompose a problem and the kernels to be used.
|
||||
- Implemented a first version of offline-tuner to support tuning kernels for C2C/Z2Z problems.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Replaced std::complex with hipComplex data types for data generator.
|
||||
- FFT plan dimensions are now sorted to be row-major internally where possible, which produces better plans if the dimensions were accidentally specified in a different order (column-major, for example).
|
||||
- Added --precision argument to benchmark/test clients. --double is still accepted but is deprecated as a method to request a double-precision transform.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed over-allocation of LDS in some real-complex kernels, which was resulting in kernel launch failure.
|
||||
|
||||
#### rocm-cmake 0.9.0
|
||||
|
||||
rocm-cmake 0.9.0 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added the option ROCM_HEADER_WRAPPER_WERROR
|
||||
- Compile-time C macro in the wrapper headers causes errors to be emitted instead of warnings.
|
||||
- Configure-time CMake option sets the default for the C macro.
|
||||
|
||||
#### rocPRIM 2.13.0
|
||||
|
||||
rocPRIM 2.13.0 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- New block level `radix_rank` primitive.
|
||||
- New block level `radix_rank_match` primitive.
|
||||
- Added a stable block sorting implementation. This be used with `block_sort` by using the `block_sort_algorithm::stable_merge_sort` algorithm.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Improved the performance of `block_radix_sort` and `device_radix_sort`.
|
||||
- Improved the performance of `device_merge_sort`.
|
||||
- Updated `docs` directory structure to match the standard of [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core). Contributed by: [v01dXYZ](https://github.com/v01dXYZ).
|
||||
|
||||
##### 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.
|
||||
- When `ROCPRIM_DISABLE_LOOKBACK_SCAN` is set, `device_scan` fails for input sizes bigger than `scan_config::size_limit`, which defaults to `std::numeric_limits<unsigned int>::max()`.
|
||||
|
||||
#### rocRAND 2.10.17
|
||||
|
||||
rocRAND 2.10.17 for ROCm 5.6.0
|
||||
|
||||
##### 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.
|
||||
|
||||
#### rocSOLVER 3.22.0
|
||||
|
||||
rocSOLVER 3.22.0 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- LU refactorization for sparse matrices
|
||||
- CSRRF_ANALYSIS
|
||||
- CSRRF_SUMLU
|
||||
- CSRRF_SPLITLU
|
||||
- CSRRF_REFACTLU
|
||||
- Linear system solver for sparse matrices
|
||||
- CSRRF_SOLVE
|
||||
- Added type `rocsolver_rfinfo` for use with sparse matrix routines
|
||||
|
||||
##### Optimized
|
||||
|
||||
- Improved the performance of BDSQR and GESVD when singular vectors are requested
|
||||
|
||||
##### Fixed
|
||||
|
||||
- BDSQR and GESVD should no longer hang when the input contains `NaN` or `Inf`
|
||||
|
||||
#### rocSPARSE 2.5.2
|
||||
|
||||
rocSPARSE 2.5.2 for ROCm 5.6.0
|
||||
|
||||
##### Improved
|
||||
|
||||
- Fixed a memory leak in csritsv
|
||||
- Fixed a bug in csrsm and bsrsm
|
||||
|
||||
#### rocThrust 2.18.0
|
||||
|
||||
rocThrust 2.18.0 for ROCm 5.6.0
|
||||
|
||||
##### Fixed
|
||||
|
||||
- `lower_bound`, `upper_bound`, and `binary_search` failed to compile for certain types.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Updated `docs` directory structure to match the standard of [rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core).
|
||||
|
||||
#### rocWMMA 1.1.0
|
||||
|
||||
rocWMMA 1.1.0 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added cross-lane operation backends (Blend, Permute, Swizzle and Dpp)
|
||||
- Added GPU kernels for rocWMMA unit test pre-process and post-process operations (fill, validation)
|
||||
- Added performance gemm samples for half, single and double precision
|
||||
- Added rocWMMA cmake versioning
|
||||
- Added vectorized support in coordinate transforms
|
||||
- Included ROCm smi for runtime clock rate detection
|
||||
- Added fragment transforms for transpose and change data layout
|
||||
|
||||
##### Changed
|
||||
|
||||
- Default to GPU rocBLAS validation against rocWMMA
|
||||
- Re-enabled int8 gemm tests on gfx9
|
||||
- Upgraded to C++17
|
||||
- Restructured unit test folder for consistency
|
||||
- Consolidated rocWMMA samples common code
|
||||
|
||||
#### Tensile 4.37.0
|
||||
|
||||
Tensile 4.37.0 for ROCm 5.6.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added user driven tuning API
|
||||
- Added decision tree fallback feature
|
||||
- Added SingleBuffer + AtomicAdd option for GlobalSplitU
|
||||
- DirectToVgpr support for fp16 and Int8 with TN orientation
|
||||
- Added new test cases for various functions
|
||||
- Added SingleBuffer algorithm for ZGEMM/CGEMM
|
||||
- Added joblib for parallel map calls
|
||||
- Added support for MFMA + LocalSplitU + DirectToVgprA+B
|
||||
- Added asmcap check for MIArchVgpr
|
||||
- Added support for MFMA + LocalSplitU
|
||||
- Added frequency, power, and temperature data to the output
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- Improved the performance of GlobalSplitU with SingleBuffer algorithm
|
||||
- Reduced the running time of the extended and pre_checkin tests
|
||||
- Optimized the Tailloop section of the assembly kernel
|
||||
- Optimized complex GEMM (fixed vgpr allocation, unified CGEMM and ZGEMM code in MulMIoutAlphaToArch)
|
||||
- Improved the performance of the second kernel of MultipleBuffer algorithm
|
||||
|
||||
##### Changed
|
||||
|
||||
- Updated custom kernels with 64-bit offsets
|
||||
- Adapted 64-bit offset arguments for assembly kernels
|
||||
- Improved temporary register re-use to reduce max sgpr usage
|
||||
- Removed some restrictions on VectorWidth and DirectToVgpr
|
||||
- Updated the dependency requirements for Tensile
|
||||
- Changed the range of AssertSummationElementMultiple
|
||||
- Modified the error messages for more clarity
|
||||
- Changed DivideAndReminder to vectorStaticRemainder in case quotient is not used
|
||||
- Removed dummy vgpr for vectorStaticRemainder
|
||||
- Removed tmpVgpr parameter from vectorStaticRemainder/Divide/DivideAndReminder
|
||||
- Removed qReg parameter from vectorStaticRemainder
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed tmp sgpr allocation to avoid over-writing values (alpha)
|
||||
- 64-bit offset parameters for post kernels
|
||||
- Fixed gfx908 CI test failures
|
||||
- Fixed offset calculation to prevent overflow for large offsets
|
||||
- Fixed issues when BufferLoad and BufferStore are equal to zero
|
||||
- Fixed StoreCInUnroll + DirectToVgpr + no useInitAccVgprOpt mismatch
|
||||
- Fixed DirectToVgpr + LocalSplitU + FractionalLoad mismatch
|
||||
- Fixed the memory access error related to StaggerU + large stride
|
||||
- Fixed ZGEMM 4x4 MatrixInst mismatch
|
||||
- Fixed DGEMM 4x4 MatrixInst mismatch
|
||||
- Fixed ASEM + GSU + NoTailLoop opt mismatch
|
||||
- Fixed AssertSummationElementMultiple + GlobalSplitU issues
|
||||
- Fixed ASEM + GSU + TailLoop inner unroll
|
||||
65
default.xml
@@ -12,62 +12,59 @@ 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-5.4.1"
|
||||
<default revision="refs/tags/rocm-5.6.0"
|
||||
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="rocm_smi_lib" />
|
||||
<project name="rocm-cmake" />
|
||||
<project name="rocminfo" />
|
||||
<project name="ROCK-Kernel-Driver" remote="roc-github" />
|
||||
<project name="ROCT-Thunk-Interface" remote="roc-github" />
|
||||
<project name="ROCR-Runtime" remote="roc-github" />
|
||||
<project name="rocm_smi_lib" remote="roc-github" />
|
||||
<project name="rocm-core" remote="roc-github" />
|
||||
<project name="rocm-cmake" remote="roc-github" />
|
||||
<project name="rocminfo" remote="roc-github" />
|
||||
<project name="rocprofiler" remote="rocm-devtools" />
|
||||
<project name="roctracer" remote="rocm-devtools" />
|
||||
<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" />
|
||||
<project name="clang-ocl" remote="roc-github" />
|
||||
<!--HIP Projects-->
|
||||
<project name="HIP" remote="rocm-devtools" />
|
||||
<project name="hipamd" remote="rocm-devtools" />
|
||||
<project name="clr" 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" />
|
||||
<project name="atmi" />
|
||||
<project name="ROCm-CompilerSupport" />
|
||||
<project name="llvm-project" remote="roc-github" />
|
||||
<project name="ROCm-Device-Libs" remote="roc-github" />
|
||||
<project name="ROCm-CompilerSupport" remote="roc-github" />
|
||||
<project name="rocr_debug_agent" remote="rocm-devtools" />
|
||||
<project name="rocm_bandwidth_test" />
|
||||
<project name="rocm_bandwidth_test" remote="roc-github" />
|
||||
<project name="half" remote="rocm-swplat" revision="37742ce15b76b44e4b271c1e66d13d2fa7bd003e" />
|
||||
<project name="RCP" remote="gpuopen-tools" revision="3a49405a1500067c49d181844ec90aea606055bb" />
|
||||
<!-- gdb projects -->
|
||||
<project name="ROCgdb" remote="rocm-devtools" />
|
||||
<project name="ROCdbgapi" remote="rocm-devtools" />
|
||||
<!-- ROCm Libraries -->
|
||||
<project name="rdc" />
|
||||
<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="hipSOLVER" remote="rocm-swplat" />
|
||||
<project name="hipSPARSE" remote="rocm-swplat" />
|
||||
<project name="rocALUTION" remote="rocm-swplat" />
|
||||
<project name="MIOpenGEMM" remote="rocm-swplat" />
|
||||
<project name="rdc" remote="roc-github" />
|
||||
<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="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 name="rocWMMA" 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.
|
||||
98
docs/conf.py
Normal file
@@ -0,0 +1,98 @@
|
||||
# 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')
|
||||
|
||||
latex_engine = "xelatex"
|
||||
|
||||
# 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 = "5.6.0"
|
||||
release = "5.6.0"
|
||||
|
||||
|
||||
setting_all_article_info = True
|
||||
all_article_info_os = ["linux", "windows"]
|
||||
all_article_info_author = ""
|
||||
|
||||
# pages with specific settings
|
||||
article_pages = [
|
||||
{
|
||||
"file":"release",
|
||||
"os":["linux", "windows"],
|
||||
"date":"2023-07-27"
|
||||
},
|
||||
|
||||
{"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":"deploy/windows/cli/index", "os":["windows"]},
|
||||
{"file":"deploy/windows/cli/install", "os":["windows"]},
|
||||
{"file":"deploy/windows/cli/uninstall", "os":["windows"]},
|
||||
{"file":"deploy/windows/cli/upgrade", "os":["windows"]},
|
||||
{"file":"deploy/windows/gui/index", "os":["windows"]},
|
||||
{"file":"deploy/windows/gui/install", "os":["windows"]},
|
||||
{"file":"deploy/windows/gui/uninstall", "os":["windows"]},
|
||||
{"file":"deploy/windows/gui/upgrade", "os":["windows"]},
|
||||
{"file":"deploy/windows/index", "os":["windows"]},
|
||||
{"file":"deploy/windows/prerequisites", "os":["windows"]},
|
||||
{"file":"deploy/windows/quick_start", "os":["windows"]},
|
||||
|
||||
{"file":"release/gpu_os_support", "os":["linux"]},
|
||||
{"file":"release/windows_support", "os":["windows"]},
|
||||
{"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 5.5.1 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
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|
After Width: | Height: | Size: 939 KiB |
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docs/data/deploy/linux/image.002.png
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|
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docs/data/deploy/linux/image.003.png
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docs/data/deploy/linux/image.004.png
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docs/data/deploy/windows/000-settings-dark.png
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docs/data/deploy/windows/000-settings-light.png
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|
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docs/data/deploy/windows/000-setup-icon.png
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|
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docs/data/deploy/windows/001-about-dark.png
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|
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docs/data/deploy/windows/001-about-light.png
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|
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docs/data/deploy/windows/001-uac-dark.png
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|
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docs/data/deploy/windows/001-uac-light.png
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|
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docs/data/deploy/windows/002-initializing.png
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|
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docs/data/deploy/windows/003-detecting-system-config.png
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|
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docs/data/deploy/windows/004-installer-window.png
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|
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docs/data/deploy/windows/005-deselect-all.png
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|
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docs/data/deploy/windows/006-component-options-sdk-core.png
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|
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docs/data/deploy/windows/007-component-options-libraries.png
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|
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docs/data/deploy/windows/008-component-options-rtc.png
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|
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BIN
docs/data/deploy/windows/009-component-options-rt.png
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|
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docs/data/deploy/windows/010-component-options-vs-plugin.png
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|
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|
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BIN
docs/data/deploy/windows/012-install-progress.png
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|
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docs/data/deploy/windows/013-install-complete.png
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|
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BIN
docs/data/deploy/windows/014-uninstall-dark.png
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|
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BIN
docs/data/deploy/windows/014-uninstall-light.png
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|
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BIN
docs/data/framework_compatibility/with_pytorch.png
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|
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BIN
docs/data/framework_compatibility/with_tensorflow.png
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|
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BIN
docs/data/how_to/gpu_enabled_mpi_1.png
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|
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BIN
docs/data/how_to/magma_install/image.005.png
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|
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BIN
docs/data/how_to/magma_install/image.006.png
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|
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docs/data/how_to/tuning_guides/image.001.png
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|
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docs/data/how_to/tuning_guides/image.002.png
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|
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|
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docs/data/how_to/tuning_guides/image.004.png
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|
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docs/data/how_to/tuning_guides/image.005.png
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|
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docs/data/how_to/tuning_guides/image.006.png
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|
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docs/data/how_to/tuning_guides/image.007.png
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|
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docs/data/how_to/tuning_guides/image.008.png
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|
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docs/data/how_to/tuning_guides/image.009.png
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|
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BIN
docs/data/how_to/tuning_guides/image.010.png
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|
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docs/data/how_to/tuning_guides/image.011.png
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|
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docs/data/how_to/tuning_guides/image.012.png
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|
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docs/data/how_to/tuning_guides/image.013.png
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|
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docs/data/how_to/tuning_guides/image.014.png
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|
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docs/data/how_to/tuning_guides/image.015.png
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|
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docs/data/how_to/tuning_guides/image.016.png
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|
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docs/data/reference/gpu_arch/image.001.png
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|
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docs/data/reference/gpu_arch/image.002.png
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|
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docs/data/reference/gpu_arch/image.003.png
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|
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docs/data/reference/gpu_arch/image.004.png
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|
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docs/data/reference/gpu_arch/image.005.png
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90
docs/deploy/docker.md
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@@ -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
|
||||
{ref}`using-the-package-manager` on installing `amdgpu-dkms`. 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.
|
||||
53
docs/deploy/linux/index.md
Normal file
@@ -0,0 +1,53 @@
|
||||
# Deploy ROCm on Linux
|
||||
|
||||
Start with {doc}`/deploy/linux/quick_start` or follow the detailed
|
||||
instructions below.
|
||||
|
||||
## Prepare to Install
|
||||
|
||||
::::{grid} 1 1 2 2
|
||||
:gutter: 1
|
||||
|
||||
:::{grid-item-card} Prerequisites
|
||||
:link: prerequisites
|
||||
:link-type: doc
|
||||
|
||||
The prerequisites page lists the required steps *before* installation.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Install Choices
|
||||
:link: install_overview
|
||||
:link-type: doc
|
||||
|
||||
Package manager vs AMDGPU Installer
|
||||
|
||||
Standard Packages vs Multi-Version Packages
|
||||
:::
|
||||
|
||||
::::
|
||||
|
||||
## Choose your install method
|
||||
|
||||
::::{grid} 1 1 2 2
|
||||
:gutter: 1
|
||||
|
||||
:::{grid-item-card} Package Manager
|
||||
:link: os-native/index
|
||||
:link-type: doc
|
||||
|
||||
Directly use your distribution's package manager to install ROCm.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} AMDGPU Installer
|
||||
:link: installer/index
|
||||
:link-type: doc
|
||||
|
||||
Use an installer tool that orchestrates changes via the package
|
||||
manager.
|
||||
:::
|
||||
|
||||
::::
|
||||
|
||||
## See Also
|
||||
|
||||
- {doc}`/release/gpu_os_support`
|
||||
71
docs/deploy/linux/install_overview.md
Normal file
@@ -0,0 +1,71 @@
|
||||
# ROCm Installation Options (Linux)
|
||||
|
||||
Users installing ROCm must choose between various installation options. A new
|
||||
user should follow the [Quick Start guide](./quick_start).
|
||||
|
||||
## Package Manager versus AMDGPU Installer?
|
||||
|
||||
ROCm supports two methods for installation:
|
||||
|
||||
- Directly using the Linux distribution's package manager
|
||||
- The `amdgpu-install` script
|
||||
|
||||
There is no difference in the final installation state when choosing either
|
||||
option.
|
||||
|
||||
Using the distribution's package manager lets the user install,
|
||||
upgrade and uninstall using familiar commands and workflows. Third party
|
||||
ecosystem support is the same as your OS package manager.
|
||||
|
||||
The `amdgpu-install` script is a wrapper around the package manager. The same
|
||||
packages are installed by this script as the package manager system.
|
||||
|
||||
The installer automates the installation process for the AMDGPU
|
||||
and ROCm stack. It handles the complete installation process
|
||||
for ROCm, including setting up the repository, cleaning the system, updating,
|
||||
and installing the desired drivers and meta-packages. Users who are
|
||||
less familiar with the package manager can choose this method for ROCm
|
||||
installation.
|
||||
|
||||
(installation-types)=
|
||||
|
||||
## Single Version ROCm install versus Multi-Version
|
||||
|
||||
ROCm packages are versioned with both semantic versioning that is package
|
||||
specific and a ROCm release version.
|
||||
|
||||
### Single-version Installation
|
||||
|
||||
The single-version ROCm installation refers to the following:
|
||||
|
||||
- Installation of a single instance of the ROCm release on a system
|
||||
- Use of non-versioned ROCm meta-packages
|
||||
|
||||
### Multi-version Installation
|
||||
|
||||
The multi-version installation refers to the following:
|
||||
|
||||
- Installation of multiple instances of the ROCm stack on a system. Extending
|
||||
the package name and its dependencies with the release version adds the
|
||||
ability to support multiple versions of packages simultaneously.
|
||||
- Use of versioned ROCm meta-packages.
|
||||
|
||||
```{attention}
|
||||
ROCm packages that were previously installed from a single-version installation
|
||||
must be removed before proceeding with the multi-version installation to avoid
|
||||
conflicts.
|
||||
```
|
||||
|
||||
```{note}
|
||||
Multiversion install is not available for the kernel driver module, also referred to as AMDGPU.
|
||||
```
|
||||
|
||||
The following image demonstrates the difference between single-version and
|
||||
multi-version ROCm installation types:
|
||||
|
||||
```{figure-md} install-types
|
||||
|
||||
<img src="/data/deploy/linux/image.001.png" alt="">
|
||||
|
||||
ROCm Installation Types
|
||||
```
|
||||
31
docs/deploy/linux/installer/index.md
Normal file
@@ -0,0 +1,31 @@
|
||||
# AMDGPU Install Script
|
||||
|
||||
::::{grid} 2 3 3 3
|
||||
:gutter: 1
|
||||
|
||||
:::{grid-item-card} Install
|
||||
:link: install
|
||||
:link-type: doc
|
||||
|
||||
How to install ROCm?
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Upgrade
|
||||
:link: upgrade
|
||||
:link-type: doc
|
||||
|
||||
Instructions for upgrading an existing ROCm installation.
|
||||
:::
|
||||
|
||||
:::{grid-item-card} Uninstall
|
||||
:link: uninstall
|
||||
:link-type: doc
|
||||
|
||||
Steps for removing ROCm packages, libraries and tools.
|
||||
:::
|
||||
|
||||
::::
|
||||
|
||||
## See Also
|
||||
|
||||
- {doc}`/release/gpu_os_support`
|
||||