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817 Commits
rocm-2.10
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rocm-5.7.1
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67a3649dce |
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"
|
||||
20
.github/workflows/linting.yml
vendored
Normal file
@@ -0,0 +1,20 @@
|
||||
name: Linting
|
||||
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
- 'docs/*'
|
||||
- 'roc**'
|
||||
pull_request:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
- 'docs/*'
|
||||
- 'roc**'
|
||||
|
||||
jobs:
|
||||
call-workflow-passing-data:
|
||||
name: Documentation
|
||||
uses: RadeonOpenCompute/rocm-docs-core/.github/workflows/linting.yml@develop
|
||||
23
.gitignore
vendored
Normal file
@@ -0,0 +1,23 @@
|
||||
.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
|
||||
|
||||
# auto-generated files
|
||||
docs/deploy/linux/installer/install.md
|
||||
docs/deploy/linux/os-native/install.md
|
||||
docs/deploy/linux/quick_start.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
|
||||
18
.readthedocs.yaml
Normal file
@@ -0,0 +1,18 @@
|
||||
# Read the Docs configuration file
|
||||
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
|
||||
|
||||
version: 2
|
||||
|
||||
sphinx:
|
||||
configuration: docs/conf.py
|
||||
|
||||
formats: [htmlzip, pdf]
|
||||
|
||||
python:
|
||||
install:
|
||||
- requirements: docs/sphinx/requirements.txt
|
||||
|
||||
build:
|
||||
os: ubuntu-20.04
|
||||
tools:
|
||||
python: "3.8"
|
||||
122
.wordlist.txt
Normal file
@@ -0,0 +1,122 @@
|
||||
# building
|
||||
matchers
|
||||
# file_reorg
|
||||
FHS
|
||||
incrementing
|
||||
Filesystem
|
||||
filesystem
|
||||
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
|
||||
# mi200_performance_counters
|
||||
ALU
|
||||
Arb
|
||||
CP
|
||||
CPC
|
||||
CPF
|
||||
CSC
|
||||
CSn
|
||||
DW
|
||||
DWORD
|
||||
GDS
|
||||
GMI
|
||||
GPR
|
||||
GRBM
|
||||
IOP
|
||||
LDS
|
||||
MEM
|
||||
MFMA
|
||||
Noncoherently
|
||||
Qcycles
|
||||
RW
|
||||
Req
|
||||
SALU
|
||||
SCA
|
||||
SENDMSG
|
||||
SGPRs
|
||||
SMEM
|
||||
SPI
|
||||
SQs
|
||||
TCA
|
||||
TCC
|
||||
TCI
|
||||
TCIU
|
||||
TCP
|
||||
TCR
|
||||
TrapStatus
|
||||
UC
|
||||
UTCL
|
||||
Uncached
|
||||
VALU
|
||||
VMEM
|
||||
VSkipped
|
||||
Workgroups
|
||||
Writebacks
|
||||
addr
|
||||
alloc
|
||||
cmd
|
||||
coalescable
|
||||
csn
|
||||
endpgm
|
||||
inflight
|
||||
mtypes
|
||||
perfcounter
|
||||
preq
|
||||
req
|
||||
sL
|
||||
sendmsg
|
||||
tagram
|
||||
tg
|
||||
uncached
|
||||
vL
|
||||
workgroups
|
||||
writeback
|
||||
writebacks
|
||||
wrreq
|
||||
# openmp
|
||||
ICV
|
||||
Multithreaded
|
||||
# tuning_guides
|
||||
BMC
|
||||
DGEMM
|
||||
HPCG
|
||||
HPL
|
||||
IOPM
|
||||
# windows
|
||||
SKU
|
||||
SKUs
|
||||
PowerShell
|
||||
UAC
|
||||
# pytorch_install
|
||||
kdb
|
||||
precompiled
|
||||
# gpu_os_support
|
||||
HWE
|
||||
el
|
||||
# using_gpu_sanitizer
|
||||
LSAN
|
||||
deallocation
|
||||
detections
|
||||
tracebacks
|
||||
workgroup
|
||||
5705
CHANGELOG.md
Normal file
71
CONTRIBUTING.md
Normal file
@@ -0,0 +1,71 @@
|
||||
# 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 recommended 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.
|
||||
|
||||
For additional information on documentation functionalities,
|
||||
see the user and developer guides for rocm-docs-core
|
||||
at {doc}`rocm-docs-core documentation <rocm-docs-core:index>`.
|
||||
|
||||
## 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 renders 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 use Breathe syntax for Doxygen documentation
|
||||
in our Markdown files. 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).
|
||||
See the {doc}`rocm-docs-core linting user guide <rocm-docs-core:user_guide/linting>` for more details.
|
||||
|
||||
## Filenames and folder structure
|
||||
|
||||
Please use snake case (all lower case letters and underscores instead of spaces)
|
||||
for file names. For example, `example_file_name.md`.
|
||||
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
|
||||
placed in the `/docs/data` folder.
|
||||
|
||||
## Language and Style
|
||||
|
||||
Adopt 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](https://github.com/RadeonOpenCompute/rocm-docs-core).
|
||||
Raise issues in `rocm-docs-core` for any formatting concerns and changes requested.
|
||||
|
||||
## More
|
||||
|
||||
For more topics, such as submitting feedback and ways to build documentation,
|
||||
see the [Contributing Section](https://rocm.docs.amd.com/en/latest/contributing.html)
|
||||
at [rocm.docs.amd.com](https://rocm.docs.amd.com)
|
||||
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.
|
||||
823
README.md
@@ -1,807 +1,50 @@
|
||||
# AMD ROCm Release Notes v2.10
|
||||
This page describes the features, fixed issues, and information about downloading and installing the ROCm software.
|
||||
It also covers known issues and deprecated features in the ROCm v2.10 release.
|
||||
# AMD ROCm™ Platform
|
||||
|
||||
- [What Is ROCm?](#What-Is-ROCm)
|
||||
* [ROCm Components](#ROCm-Components)
|
||||
* [Supported Operating Systems](#Supported-Operating-Systems)
|
||||
* [Important ROCm Links](#Important-ROCm-Links)
|
||||
|
||||
- [Whats New in This Release](#Whats-New-in-This-Release)
|
||||
* [rocBLAS Support for Complex GEMM](#rocBLAS-Support-for-Complex-GEMM)
|
||||
* [Support for SLES 15 SP1](#Support-for-SLES-15-SP1)
|
||||
* [Code Marker Support for rocProfiler and rocTracer Libraries](#Code-Marker-Support-for-rocProfiler-and-rocTracer-Libraries)
|
||||
|
||||
- [Fixed Issues](#Fixed-Issues)
|
||||
* [Running TensorFlow and PyTorch Frameworks Consecutively Results in the Memory Access Fault error ](#Running-TensorFlow-and-PyTorch-Frameworks-Consecutively-Results-in-the-Memory-Access-Fault-error)
|
||||
* [Issue with the Docker Container Environment Variable Setting](#Issue-with-the-Docker-Container-Environment-Variable-Setting)
|
||||
* [Printf Functionality in ROCm Re-Enabled](#Printf-functionality-in-ROCm-Re-Enabled)
|
||||
|
||||
- [Known Issues](#Known-Issues)
|
||||
* [Memory Access Fault Error While Running RCCL in Docker Container](#Memory-Access-Fault-Error-While-Running-RCCL-in-Docker-Container)
|
||||
* [Workaround for Tracer Library Fails to Load on RHEL](#Workaround-for-Tracer-Library-Fails-to-Load-on-RHEL)
|
||||
|
||||
- [Deprecated Features](#Deprecated-Features)
|
||||
* [ROCm OpenCL Driver](#ROCm-OpenCL-Driver)
|
||||
* [Peer-to-Peer Bridge Driver for PeerDirect](#Peer-to-Peer-Bridge-Driver-for-PeerDirect)
|
||||
|
||||
- [Deploying ROCm](#Deploying-ROCm)
|
||||
* [Ubuntu](#Ubuntu)
|
||||
* [CentOS RHEL](#CentOS-RHEL)
|
||||
ROCm is an open-source stack, composed primarily of open-source software (OSS), designed for
|
||||
graphics processing unit (GPU) computation. ROCm consists of a collection of drivers, development
|
||||
tools, and APIs that enable GPU programming from low-level kernel to end-user applications.
|
||||
|
||||
- [ROCm Installation](#ROCm-Installation)
|
||||
- [Getting the ROCm Source Code](#Getting-the-ROCm-Source-Code)
|
||||
- [Hardware and Software Support](#Hardware-and-Software-Support)
|
||||
- [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)
|
||||
|
||||
With ROCm, you can customize your GPU software to meet your specific needs. You can develop,
|
||||
collaborate, test, and deploy your applications in a free, open-source, integrated, and secure software
|
||||
ecosystem. ROCm is particularly well-suited to GPU-accelerated high-performance computing (HPC),
|
||||
artificial intelligence (AI), scientific computing, and computer aided design (CAD).
|
||||
|
||||
## What Is ROCm?
|
||||
ROCm is designed to be a universal platform for gpu-accelerated computing. This modular design allows hardware vendors to build drivers that support the ROCm framework. ROCm is also designed to integrate multiple programming languages and makes it easy to add support for other languages.
|
||||
ROCm is powered by AMD’s
|
||||
[Heterogeneous-computing Interface for Portability (HIP)](https://github.com/ROCm-Developer-Tools/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.
|
||||
|
||||
Note: You can also clone the source code for individual ROCm components from the GitHub repositories.
|
||||
ROCm supports programming models, such as OpenMP and OpenCL, and includes all necessary OSS
|
||||
compilers, debuggers, and libraries. ROCm is fully integrated into machine learning (ML) frameworks,
|
||||
such as PyTorch and TensorFlow.
|
||||
|
||||
## ROCm Documentation
|
||||
|
||||
### ROCm Components
|
||||
The following components for the ROCm platform are released and available for the v2.10 release:
|
||||
The ROCm Documentation site is [rocm.docs.amd.com](https://rocm.docs.amd.com).
|
||||
|
||||
• Drivers
|
||||
Source code for the documentation is located in the docs folder of most repositories that are part of
|
||||
ROCm.
|
||||
|
||||
• Tools
|
||||
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.
|
||||
|
||||
• Libraries
|
||||
The `default.xml` file uses the repo Manifest Format.
|
||||
|
||||
• Source Code
|
||||
The develop branch of this repository contains content for the next ROCm release.
|
||||
|
||||
You can access the latest supported version of drivers, tools, libraries, and source code for the ROCm platform at the following location:
|
||||
https://github.com/RadeonOpenCompute/ROCm
|
||||
### How to build documentation via Sphinx
|
||||
|
||||
### Supported Operating Systems
|
||||
The ROCm v2.10.x platform is designed to support the following operating systems:
|
||||
```bash
|
||||
cd docs
|
||||
|
||||
• SLES 15 SP1
|
||||
pip3 install -r sphinx/requirements.txt
|
||||
|
||||
• Ubuntu 16.04.6(Kernel 4.15) and 18.04.3(Kernel 5.0)
|
||||
|
||||
• CentOS 7.6 (Using devtoolset-7 runtime support)
|
||||
|
||||
• RHEL 7.6 (Using devtoolset-7 runtime support)
|
||||
|
||||
For details about deploying the ROCm v2.10.x on these operating systems, see the Deploying ROCm section later in the document.
|
||||
|
||||
### Important ROCm Links
|
||||
Access the following links for more information on:
|
||||
• ROCm documentation, see
|
||||
https://rocm-documentation.readthedocs.io/en/latest/index.html
|
||||
|
||||
• ROCm binary structure, see
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/README.md#rocm-binary-package-structure
|
||||
|
||||
• Common ROCm installation issues, see
|
||||
https://rocm.github.io/install_issues.html
|
||||
|
||||
• Instructions to install PyTorch after ROCm is installed – https://rocm-documentation.readthedocs.io/en/latest/Deep_learning/Deep-learning.html#pytorch
|
||||
|
||||
Note: These instructions reference the rocm/pytorch:rocm2.9_ubuntu16.04_py2.7_pytorch image. However, you can substitute the Ubuntu 18.04 image listed at https://hub.docker.com/r/rocm/pytorch/tags
|
||||
|
||||
|
||||
## Whats New in This Release
|
||||
|
||||
### rocBLAS Support for Complex GEMM
|
||||
The rocBLAS library is a gpu-accelerated implementation of the standard Basic Linear Algebra Subroutines (BLAS). rocBLAS is designed to enable you to develop algorithms, including high performance computing, image analysis, and machine learning.
|
||||
|
||||
In the AMD ROCm release v2.10, support is extended to the General Matrix Multiply (GEMM) routine for multiple small matrices processed simultaneously for rocBLAS in AMD Radeon Instinct MI50. Both single and double precision, CGEMM and ZGEMM, are now supported in rocBLAS.
|
||||
|
||||
### Support for SLES 15 SP1
|
||||
In the AMD ROCm v2.10 release, support is added for SUSE Linux® Enterprise Server (SLES) 15 SP1. SLES is a modular operating system for both multimodal and traditional IT.
|
||||
|
||||
Note: The SUSE Linux® Enterprise Server is a licensed platform. Ensure you have registered and have a license key prior to installation. Use the following SUSE command line to apply your license:
|
||||
SUSEConnect -r < Key>
|
||||
|
||||
#### SLES 15 SP1
|
||||
The following section tells you how to perform an install and uninstall ROCm on SLES 15 SP 1.
|
||||
Run the following commands once for a fresh install on the operating system:
|
||||
|
||||
sudo usermod -a -G video $LOGNAME
|
||||
sudo usermod -a -G sudo $LOGNAME
|
||||
sudo reboot
|
||||
|
||||
Installation
|
||||
1. Install the "dkms" package.
|
||||
|
||||
sudo SUSEConnect --product PackageHub/15.1/x86_64
|
||||
sudo zypper install dkms
|
||||
|
||||
2. Add the ROCm repo.
|
||||
|
||||
sudo zypper clean --all
|
||||
sudo zypper addrepo --no-gpgcheck http://repo.radeon.com/rocm/zyp/zypper/ rocm
|
||||
sudo zypper ref
|
||||
zypper install rocm-dkms
|
||||
sudo zypper install rocm-dkms
|
||||
sudo reboot
|
||||
|
||||
#Run the following command once
|
||||
|
||||
cat <<EOF | sudo tee /etc/modprobe.d/10-unsupported-modules.conf
|
||||
allow_unsupported_modules 1
|
||||
EOF
|
||||
sudo modprobe amdgpu
|
||||
|
||||
3. Verify the ROCm installation.
|
||||
|
||||
Run /opt/rocm/bin/rocminfo and /opt/rocm/opencl/bin/x86_64/clinfo commands to list the GPUs and verify that the ROCm installation is successful.
|
||||
|
||||
Uninstallation
|
||||
|
||||
To uninstall, use the following command:
|
||||
|
||||
sudo zypper remove rocm-dkms rock-dkms
|
||||
|
||||
#Ensure all other installed packages/components are removed
|
||||
|
||||
Note: Ensure all the content in the /opt/rocm directory is completely removed.
|
||||
|
||||
|
||||
### Code Marker Support for rocProfiler and rocTracer Libraries
|
||||
Code markers provide the external correlation ID for the calling thread. This function indicates that the calling thread is entering and leaving an external API region.
|
||||
|
||||
• The rocProfiler library enables you to profile performance counters and derived metrics. This library supports GFX8/GFX9 and provides a hardware-specific low-level performance analysis interface for profiling of GPU compute applications. The profiling includes hardware performance counters with complex performance metrics.
|
||||
|
||||
• The rocTracer library provides a specific runtime profiler to trace API and asynchronous activity. The API provides functionality for registering the runtimes API callbacks and the asynchronous activity records pool support.
|
||||
|
||||
• rocTX provides a C API for code markup for performance profiling and supports annotation of code ranges and ASCII markers.
|
||||
|
||||
|
||||
## Fixed Issues
|
||||
Fixed Issues in the v2.10 Release
|
||||
### Running TensorFlow and PyTorch Frameworks Consecutively Results in the Memory Access Fault error
|
||||
Issue: Running the TensorFlow and PyTorch frameworks in quick succession results in a Memory Access Fault error.
|
||||
|
||||
Resolution: This issue is resolved, and the error no longer appears.
|
||||
|
||||
### Issue with the Docker Container Environment Variable Setting
|
||||
Issue: Applications fail when the docker container is launched on the NUMA system without the ‘security-opt seccomp=unconfined’ setting.
|
||||
|
||||
Resolution: Configure the “–security-opt seccomp=unconfined” variable setting to avoid this issue.
|
||||
|
||||
### Printf Functionality in ROCm Re-Enabled
|
||||
Known issues with hc:printf have been addressed in ROCm v2.10. The hc:printf functionality has now been re-enabled on all supported distros.
|
||||
|
||||
## Known Issues
|
||||
### Memory Access Fault Error While Running RCCL in Docker Container
|
||||
Issue: The Memory Access Fault error appears while running ROCm Communication Collectives Library (RCCL) tests in the Docker container.
|
||||
|
||||
Resolution: While launching the Docker container to run tests related to RCCL, including PyTorch, increase the size limit for the shared memory (SHM) directory to 1 GB. To increase the size limit of the shared memory directory, enter:
|
||||
|
||||
“--shm-size = 1G”
|
||||
|
||||
By default, Docker uses only16 MB of shared memory. Running a Docker container for RCCL requires you to resize the limit to 1 GB.
|
||||
|
||||
### Workaround for Tracer Library Fails to Load on RHEL
|
||||
Issue: When running /opt/rocm/bin/rocprof --hip-trace <output filename>, a warning message is printed to console: "Tool lib "/opt/rocm/roctracer/tool/libtracer_tool.so" failed to load", and no output file is generated, on systems with RHEL distro.
|
||||
|
||||
Resolution: You can use either of the following workarounds to fix the issue:
|
||||
|
||||
• Run Idconfig
|
||||
|
||||
'SUDO LDCONFIG'
|
||||
|
||||
or
|
||||
|
||||
• Configure LD_LIBRARY_PATH
|
||||
|
||||
'EXPORT LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/OPT/ROCM/ROCTRACER/LIB'
|
||||
|
||||
|
||||
## Deprecated Features
|
||||
The following features are deprecated in the AMD ROCm v2.10 release.
|
||||
|
||||
### ROCm OpenCL Driver
|
||||
The AMD ROCm-OpenCL-Driver is now deprecated. Users should migrate to ROCm-CompilerSupport, which provides more comprehensive functionality. The compiler support repository provides various lightning compiler-related services. It currently contains a single library, the Code Object Manager (Comgr) at lib/comgr.
|
||||
|
||||
ROCm-OpenCL-Driver will no longer be actively maintained after the v2.10 release. If your application was developed with the ROCm-OpenCL-Driver, we would encourage you to switch to the ROCm-CompilerSupport repository.
|
||||
|
||||
### Peer-to-Peer Bridge Driver for PeerDirect
|
||||
The Peer-to-Peer bridge driver for the PeerDirect feature still works in the current release, however, it is now included as part of the ROCk kernel driver. ROCmRDMA allows third-party kernel drivers to utilize DMA access to the GPU memory. It allows a direct path for data exchange (peer-to-peer) using the standard features of PCI Express.
|
||||
|
||||
Currently, ROCmRDMA provides the following benefits:
|
||||
|
||||
• Direct access to ROCm memory for 3rd party PCIe devices
|
||||
|
||||
• Support for PeerDirect(c) interface to offloads the CPU when dealing with ROCm memory for RDMA network stacks
|
||||
|
||||
## Deploying ROCm
|
||||
AMD hosts both Debian and RPM repositories for the ROCm v2.10x packages.
|
||||
|
||||
The following directions show how to install ROCm on supported Debian-based systems such as Ubuntu 18.04.
|
||||
|
||||
Note: These directions may not work as written on unsupported Debian-based distributions. For example, newer versions of Ubuntu may not be compatible with the rock-dkms kernel driver. In this case, you can exclude the rocm-dkms and rock-dkms packages.
|
||||
|
||||
For more information on the ROCm binary structure, see
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/README.md#rocm-binary-package-structure
|
||||
|
||||
For information about upstream kernel drivers, see the Using Debian-based ROCm with Upstream Kernel Drivers section.
|
||||
|
||||
## Ubuntu
|
||||
### Installing a ROCm Package from a Debian Repository
|
||||
To install from a Debian Repository:
|
||||
1. Run the following code to ensure that your system is up to date:
|
||||
|
||||
sudo apt update
|
||||
|
||||
sudo apt dist-upgrade
|
||||
|
||||
sudo apt install libnuma-dev
|
||||
|
||||
sudo reboot
|
||||
|
||||
|
||||
2. Add the ROCm apt repository.
|
||||
|
||||
For Debian-based systems like Ubuntu, configure the Debian ROCm repository as follows:
|
||||
|
||||
wget -q0 –
|
||||
http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key |
|
||||
|
||||
sudo apt-key add -echo 'deb [arch=amd64]
|
||||
http://repo.radeon.com/rocm/apt/debian/ xenial main' |
|
||||
|
||||
sudo tee /etc/apt/sources.list.d/rocm.list
|
||||
|
||||
The gpg key may change; ensure it is updated when installing a new release. If the key signature verification fails while updating, re-add the key from the ROCm apt repository.
|
||||
|
||||
The current rocm.gpg.key is not available in a standard key ring distribution, but has the following sha1sum hash:
|
||||
|
||||
e85a40d1a43453fe37d63aa6899bc96e08f2817a rocm.gpg.key
|
||||
|
||||
|
||||
3. Install the ROCm meta-package.
|
||||
Update the appropriate repository list and install the rocm-dkms meta-package:
|
||||
|
||||
sudo apt update
|
||||
|
||||
sudo apt install rocm-dkms
|
||||
|
||||
|
||||
4. Set permissions.
|
||||
To access the GPU, you must be a user in the video group. Ensure your user account is a member of the video group prior to using ROCm. To identify the groups you are a member of, use the following command:
|
||||
|
||||
groups
|
||||
|
||||
|
||||
5. To add your user to the video group, use the following command for the sudo password:
|
||||
|
||||
sudo usermod -a -G video $LOGNAME
|
||||
|
||||
6. By default, add any future users to the video group. Run the following command to add users to the video group:
|
||||
|
||||
echo 'ADD_EXTRA_GROUPS=1' | sudo tee -a /etc/adduser.conf
|
||||
|
||||
echo 'EXTRA_GROUPS=video' | sudo tee -a /etc/adduser.conf
|
||||
|
||||
7. Restart the system.
|
||||
|
||||
8. Test the basic ROCm installation.
|
||||
|
||||
9. After restarting the system, run the following commands to verify that the ROCm installation is successful. If you see your GPUs listed by both commands, the installation is considered successful.
|
||||
|
||||
/opt/rocm/bin/rocminfo
|
||||
/opt/rocm/opencl/bin/x86_64/clinfo
|
||||
|
||||
Note: To run the ROCm programs more efficiently, add the ROCm binaries in your PATH.
|
||||
|
||||
echo 'export PATH=$PATH:/opt/rocm/bin:/opt/rocm/profiler/bin:/opt/rocm/opencl/bin/x86_64' |
|
||||
sudo tee -a /etc/profile.d/rocm.sh
|
||||
|
||||
If you have an installation issue, refer the FAQ at:
|
||||
https://rocm.github.io/install_issues.html
|
||||
|
||||
|
||||
|
||||
### Uninstalling ROCm Packages from Ubuntu
|
||||
To uninstall the ROCm packages from Ubuntu 1v6.04 or Ubuntu v18.04, run the following command:
|
||||
|
||||
sudo apt autoremove rocm-dkms rocm-dev rocm-utils
|
||||
|
||||
|
||||
### Installing Development Packages for Cross Compilation
|
||||
It is recommended that you develop and test development packages on different systems. For example, some development or build systems may not have an AMD GPU installed. In this scenario, you must avoid installing the ROCk kernel driver on the development system.
|
||||
|
||||
Instead, install the following development subset of packages:
|
||||
|
||||
sudo apt update
|
||||
sudo apt install rocm-dev
|
||||
|
||||
Note: To execute ROCm enabled applications, you must install the full ROCm driver stack on your system.
|
||||
|
||||
|
||||
### Using Debian-based ROCm with Upstream Kernel Drivers
|
||||
You can install the ROCm user-level software without installing the AMD's custom ROCk kernel driver. To use the upstream kernels, run the following commands instead of installing rocm-dkms:
|
||||
|
||||
sudo apt update
|
||||
sudo apt install rocm-dev
|
||||
echo 'SUBSYSTEM=="kfd", KERNEL=="kfd", TAG+="uaccess", GROUP="video"' | sudo tee /etc/udev/rules.d/70-kfd.rules
|
||||
|
||||
|
||||
|
||||
## CentOS RHEL
|
||||
|
||||
This section describes how to install ROCm on supported RPM-based systems such as CentOS v7.6.
|
||||
|
||||
Note: The following instructions may not work on unsupported RPM-based distributions. For example, Fedora may not be compatible with the rock-dkms kernel driver. You can exclude the rocm-dkms and rock-dkms packages and use the upstream kernel driver instead.
|
||||
|
||||
Note: Although support for CentOS/RHEL v7 was added in ROCm v1.8, ROCm requires a special runtime environment provided by the RHEL Software Collections and additional dkms support packages to install and run correctly.
|
||||
|
||||
For more details, refer:
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/README.md#rocm-binary-package-structure
|
||||
|
||||
### Preparing RHEL v7 (7.6) for Installation
|
||||
RHEL is a subscription-based operating system. You must enable the external repositories to install on the devtoolset-7 environment and the dkms support files.
|
||||
|
||||
Note: The following steps do not apply to the CentOS installation.
|
||||
|
||||
1. The subscription for RHEL must be enabled and attached to a pool ID. See the Obtaining an RHEL image and license page for instructions on registering your system with the RHEL subscription server and attaching to a pool id.
|
||||
|
||||
2. Enable the following repositories:
|
||||
|
||||
sudo subscription-manager repos --enable rhel-server-rhscl-7-rpms
|
||||
sudo subscription-manager repos --enable rhel-7-server-optional-rpms
|
||||
sudo subscription-manager repos --enable rhel-7-server-extras-rpms
|
||||
|
||||
3. Enable additional repositories by downloading and installing the epel-release-latest-7 repository RPM:
|
||||
|
||||
sudo rpm -ivh
|
||||
|
||||
For more details, see
|
||||
https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
|
||||
|
||||
4. Install and set up Devtoolset-7.
|
||||
|
||||
To setup the Devtoolset-7 environment, follow the instructions on this page:
|
||||
https://www.softwarecollections.org/en/scls/rhscl/devtoolset-7/
|
||||
|
||||
Note: devtoolset-7 is a software collections package and is not supported by AMD.
|
||||
|
||||
### Installing CentOS/RHEL (v7.6) for DKMS
|
||||
|
||||
Use the dkms tool to install the kernel drivers on CentOS/RHEL v7.6:
|
||||
|
||||
sudo yum install -y epel-release
|
||||
sudo yum install -y dkms kernel-headers-`uname -r` kernel-devel-`uname -r`
|
||||
|
||||
|
||||
## ROCm Installation
|
||||
### Installing ROCm
|
||||
|
||||
To install ROCm on your system, follow the instructions below:
|
||||
|
||||
1. Delete the previous versions of ROCm before installing the latest version.
|
||||
2. Create a /etc/yum.repos.d/rocm.repo file with the following contents:
|
||||
|
||||
[ROCm]
|
||||
name=ROCm
|
||||
baseurl=http://repo.radeon.com/rocm/yum/rpm
|
||||
enabled=1
|
||||
gpgcheck=0
|
||||
|
||||
Note: The URL of the repository must point to the location of the repositories’ repodata database.
|
||||
|
||||
3. Install ROCm components using the following command:
|
||||
|
||||
sudo yum install rocm-dkms
|
||||
|
||||
4.Restart the system.
|
||||
The rock-dkms component is installed and the /dev/kfd device is now available.
|
||||
|
||||
### Setting Permissions
|
||||
To configure permissions, following the instructions below:
|
||||
|
||||
1. Ensure that your user account is a member of the "video" or "wheel" group prior to using the ROCm driver. You can find which groups you are a member of with the following command:
|
||||
|
||||
groups
|
||||
|
||||
2. Add your user to the video (or wheel) group you will need the sudo password and can use the following command:
|
||||
|
||||
sudo usermod -a -G video $LOGNAME
|
||||
|
||||
Note: All future users must be added to the "video" group by default. To add the users to the group, run the following commands
|
||||
|
||||
echo 'ADD_EXTRA_GROUPS=1' | sudo tee -a /etc/adduser.conf
|
||||
echo 'EXTRA_GROUPS=video' | sudo tee -a /etc/adduser.conf
|
||||
|
||||
Note: The current release supports CentOS/RHEL v7.6. Before updating to the latest version of the operating system, delete the ROCm packages to avoid DKMS-related issues.
|
||||
|
||||
3. Restart the system.
|
||||
|
||||
### Testing the ROCm Installation
|
||||
After restarting the system, run the following commands to verify that the ROCm installation is successful. If you see your GPUs listed, you are good to go!
|
||||
|
||||
/opt/rocm/bin/rocminfo
|
||||
/opt/rocm/opencl/bin/x86_64/clinfo
|
||||
|
||||
Note: Add the ROCm binaries in your PATH for easy implementation of the ROCm programs.
|
||||
|
||||
echo 'export PATH=$PATH:/opt/rocm/bin:/opt/rocm/profiler/bin:/opt/rocm/opencl/bin/x86_64' | sudo tee -a /etc/profile.d/rocm.sh
|
||||
|
||||
For more information about installation issues, see:
|
||||
https://rocm.github.io/install_issues.html
|
||||
|
||||
|
||||
### Performing an OpenCL-only Installation of ROCm
|
||||
Some users may want to install a subset of the full ROCm installation. If you are trying to install on a system with a limited amount of storage space, or which will only run a small collection of known applications, you may want to install only the packages that are required to run OpenCL applications. To do that, you can run the following installation command instead of the command to install rocm-dkms.
|
||||
|
||||
sudo yum install rock-dkms rocm-opencl-devel
|
||||
|
||||
#### Compiling Applications Using HCC, HIP, and Other ROCm Software
|
||||
To compile applications or samples, run the following command to use gcc-7.2 provided by the devtoolset-7 environment:
|
||||
|
||||
scl enable devtoolset-7 bash
|
||||
|
||||
### Uninstalling ROCm from CentOS/RHEL v7.6
|
||||
To uninstall the ROCm packages, run the following command:
|
||||
|
||||
sudo yum autoremove rocm-dkms rock-dkms
|
||||
|
||||
### Installing Development Packages for Cross Compilation
|
||||
You can develop and test ROCm packages on different systems. For example, some development or build systems may not have an AMD GPU installed. In this scenario, you can avoid installing the ROCm kernel driver on your development system. Instead, install the following development subset of packages:
|
||||
|
||||
sudo yum install rocm-dev
|
||||
|
||||
Note: To execute ROCm-enabled applications, you will require a system installed with the full ROCm driver stack.
|
||||
|
||||
### Using ROCm with Upstream Kernel Drivers
|
||||
You can install ROCm user-level software without installing AMD's custom ROCk kernel driver. To use the upstream kernel drivers, run the following commands
|
||||
|
||||
sudo yum install rocm-dev
|
||||
echo 'SUBSYSTEM=="kfd", KERNEL=="kfd", TAG+="uaccess", GROUP="video"' | sudo tee /etc/udev/rules.d/70-kfd.rules
|
||||
|
||||
Note: You can use this command instead of installing rocm-dkms.
|
||||
|
||||
|
||||
### ROCm Installation - Known Issues and Workarounds
|
||||
#### Docker container environment variable setting
|
||||
|
||||
Issue: Applications fail when a Docker container is launched on a NUMA system without --security-opt seccomp=unconfined.
|
||||
|
||||
Resolution: Set "--security-opt seccomp=unconfined" to fix this issue.
|
||||
|
||||
#### Closed source components
|
||||
The ROCm platform relies on some closed source components to provide functionalities like HSA image support. These components are only available through the ROCm repositories, and they may be deprecated or become open source components in the future. These components are made available in the following packages:
|
||||
|
||||
• hsa-ext-rocr-dev
|
||||
|
||||
|
||||
## Getting the ROCm Source Code
|
||||
AMD ROCm is built from open source software. It is, therefore, possible to modify the various components of ROCm by downloading the source code and rebuilding the components. The source code for ROCm components can be cloned from each of the GitHub repositories using git. For easy access to download the correct versions of each of these tools, the ROCm repository contains a repo manifest file called default.xml. You can use this manifest file to download the source code for ROCm software.
|
||||
|
||||
### Installing the Repo
|
||||
The repo tool from Google® allows you to manage multiple git repositories simultaneously. Run the following commands to install the repo:
|
||||
|
||||
mkdir -p ~/bin/
|
||||
curl https://storage.googleapis.com/git-repo-downloads/repo > ~/bin/repo
|
||||
chmod a+x ~/bin/repo
|
||||
|
||||
Note: You can choose a different folder to install the repo into if you desire. ~/bin/ is used as an example.
|
||||
|
||||
### Downloading the ROCm Source Code
|
||||
The following example shows how to use the repo binary to download the ROCm source code. If you choose a directory other than ~/bin/ to install the repo, you must use that chosen directory in the code as shown below:
|
||||
|
||||
mkdir -p ~/ROCm/
|
||||
cd ~/ROCm/
|
||||
~/bin/repo init -u https://github.com/RadeonOpenCompute/ROCm.git -b roc-2.10.0
|
||||
repo sync
|
||||
|
||||
Note: Using this sample code will cause the repo to download the open source code associated with this ROCm release. Ensure that you have ssh-keys configured on your machine for your GitHub ID prior to the download.
|
||||
|
||||
### Building the ROCm Source Code
|
||||
Each ROCm component repository contains directions for building that component. You can access the desired component for instructions to build the repository.
|
||||
|
||||
|
||||
|
||||
### Hardware and Software Support
|
||||
ROCm is focused on using AMD GPUs to accelerate computational tasks such as machine learning, engineering workloads, and scientific computing.
|
||||
In order to focus our development efforts on these domains of interest, ROCm supports a targeted set of hardware configurations which are detailed further in this section.
|
||||
|
||||
#### Supported GPUs
|
||||
Because the ROCm Platform has a focus on particular computational domains, we offer official support for a selection of AMD GPUs that are designed to offer good performance and price in these domains.
|
||||
|
||||
ROCm officially supports AMD GPUs that use following chips:
|
||||
|
||||
* GFX8 GPUs
|
||||
* "Fiji" chips, such as on the AMD Radeon R9 Fury X and Radeon Instinct MI8
|
||||
* "Polaris 10" chips, such as on the AMD Radeon RX 580 and Radeon Instinct MI6
|
||||
* GFX9 GPUs
|
||||
* "Vega 10" chips, such as on the AMD Radeon RX Vega 64 and Radeon Instinct MI25
|
||||
* "Vega 7nm" chips, such as on the Radeon Instinct MI50, Radeon Instinct MI60 or AMD Radeon VII
|
||||
|
||||
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
|
||||
Some of this software may work with more GPUs than the "officially supported" list above, though AMD does not make any official claims of support for these devices on the ROCm software platform.
|
||||
The following list of GPUs are enabled in the ROCm software, though full support is not guaranteed:
|
||||
|
||||
* GFX8 GPUs
|
||||
* "Polaris 11" chips, such as on the AMD Radeon RX 570 and Radeon Pro WX 4100
|
||||
* "Polaris 12" chips, such as on the AMD Radeon RX 550 and Radeon RX 540
|
||||
* GFX7 GPUs
|
||||
* "Hawaii" chips, such as the AMD Radeon R9 390X and FirePro W9100
|
||||
|
||||
As described in the next section, GFX8 GPUs require PCI Express 3.0 (PCIe 3.0) with support for PCIe atomics. This requires both CPU and motherboard support. GFX9 GPUs require PCIe 3.0 with support for PCIe atomics by default, but they can operate in most cases without this capability.
|
||||
|
||||
The integrated GPUs in AMD APUs are not officially supported targets for ROCm.
|
||||
As described [below](#limited-support), "Carrizo", "Bristol Ridge", and "Raven Ridge" APUs are enabled in our upstream drivers and the ROCm OpenCL runtime.
|
||||
However, they are not enabled in our HCC or HIP runtimes, and may not work due to motherboard or OEM hardware limitations.
|
||||
As such, they are not yet officially supported targets for ROCm.
|
||||
|
||||
For a more detailed list of hardware support, please see [the following documentation](https://rocm.github.io/hardware.html).
|
||||
|
||||
#### Supported CPUs
|
||||
As described above, GFX8 GPUs require PCIe 3.0 with PCIe atomics in order to run ROCm.
|
||||
In particular, the CPU and every active PCIe point between the CPU and GPU require support for PCIe 3.0 and PCIe atomics.
|
||||
The CPU root must indicate PCIe AtomicOp Completion capabilities and any intermediate switch must indicate PCIe AtomicOp Routing capabilities.
|
||||
|
||||
Current CPUs which support PCIe Gen3 + PCIe Atomics are:
|
||||
|
||||
* AMD Ryzen CPUs
|
||||
* The CPUs in AMD Ryzen APUs
|
||||
* AMD Ryzen Threadripper CPUs
|
||||
* AMD EPYC CPUs
|
||||
* Intel Xeon E7 v3 or newer CPUs
|
||||
* Intel Xeon E5 v3 or newer CPUs
|
||||
* Intel Xeon E3 v3 or newer CPUs
|
||||
* Intel Core i7 v4, Core i5 v4, Core i3 v4 or newer CPUs (i.e. Haswell family or newer)
|
||||
* Some Ivy Bridge-E systems
|
||||
|
||||
Beginning with ROCm 1.8, GFX9 GPUs (such as Vega 10) no longer require PCIe atomics.
|
||||
We have similarly opened up more options for number of PCIe lanes.
|
||||
GFX9 GPUs can now be run on CPUs without PCIe atomics and on older PCIe generations, such as PCIe 2.0.
|
||||
This is not supported on GPUs below GFX9, e.g. GFX8 cards in the Fiji and Polaris families.
|
||||
|
||||
If you are using any PCIe switches in your system, please note that PCIe Atomics are only supported on some switches, such as Broadcom PLX.
|
||||
When you install your GPUs, make sure you install them in a PCIe 3.0 x16, x8, x4, or x1 slot attached either directly to the CPU's Root I/O controller or via a PCIe switch directly attached to the CPU's Root I/O controller.
|
||||
|
||||
In our experience, many issues stem from trying to use consumer motherboards which provide physical x16 connectors that are electrically connected as e.g. PCIe 2.0 x4, PCIe slots connected via the Southbridge PCIe I/O controller, or PCIe slots connected through a PCIe switch that does
|
||||
not support PCIe atomics.
|
||||
|
||||
If you attempt to run ROCm on a system without proper PCIe atomic support, you may see an error in the kernel log (`dmesg`):
|
||||
```
|
||||
kfd: skipped device 1002:7300, PCI rejects atomics
|
||||
python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html
|
||||
```
|
||||
|
||||
Experimental support for our Hawaii (GFX7) GPUs (Radeon R9 290, R9 390, FirePro W9100, S9150, S9170)
|
||||
does not require or take advantage of PCIe Atomics. However, we still recommend that you use a CPU
|
||||
from the list provided above for compatibility purposes.
|
||||
## Older ROCm Releases
|
||||
|
||||
#### Not supported or limited support under ROCm
|
||||
##### Limited support
|
||||
|
||||
* ROCm 2.9.x should support PCIe 2.0 enabled CPUs such as the AMD Opteron, Phenom, Phenom II, Athlon, Athlon X2, Athlon II and older Intel Xeon and Intel Core Architecture and Pentium CPUs. However, we have done very limited testing on these configurations, since our test farm has been catering to CPUs listed above. This is where we need community support. _If you find problems on such setups, please report these issues_.
|
||||
* Thunderbolt 1, 2, and 3 enabled breakout boxes should now be able to work with ROCm. Thunderbolt 1 and 2 are PCIe 2.0 based, and thus are only supported with GPUs that do not require PCIe 3.0 atomics (e.g. Vega 10). However, we have done no testing on this configuration and would need community support due to limited access to this type of equipment.
|
||||
* AMD "Carrizo" and "Bristol Ridge" APUs are enabled to run OpenCL, but do not yet support HCC, HIP, or our libraries built on top of these compilers and runtimes.
|
||||
* As of ROCm 2.1, "Carrizo" and "Bristol Ridge" require the use of upstream kernel drivers.
|
||||
* In addition, various "Carrizo" and "Bristol Ridge" platforms may not work due to OEM and ODM choices when it comes to key configurations parameters such as inclusion of the required CRAT tables and IOMMU configuration parameters in the system BIOS.
|
||||
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
|
||||
* AMD "Raven Ridge" APUs are enabled to run OpenCL, but do not yet support HCC, HIP, or our libraries built on top of these compilers and runtimes.
|
||||
* As of ROCm 2.1, "Raven Ridge" requires the use of upstream kernel drivers.
|
||||
* In addition, various "Raven Ridge" platforms may not work due to OEM and ODM choices when it comes to key configurations parameters such as inclusion of the required CRAT tables and IOMMU configuration parameters in the system BIOS.
|
||||
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
|
||||
|
||||
##### Not supported
|
||||
|
||||
* "Tonga", "Iceland", "Vega M", and "Vega 12" GPUs are not supported in ROCm 2.9.x
|
||||
* We do not support GFX8-class GPUs (Fiji, Polaris, etc.) on CPUs that do not have PCIe 3.0 with PCIe atomics.
|
||||
* As such, we do not support AMD Carrizo and Kaveri APUs as hosts for such GPUs.
|
||||
* Thunderbolt 1 and 2 enabled GPUs are not supported by GFX8 GPUs on ROCm. Thunderbolt 1 & 2 are based on PCIe 2.0.
|
||||
|
||||
### Supported Operating Systems - New operating systems available
|
||||
|
||||
The ROCm 2.9.x platform supports the following operating systems:
|
||||
|
||||
* Ubuntu 16.04.5(Kernel 4.15) and 18.04.3(Kernel 4.15 and Kernel 4.18)
|
||||
* CentOS 7.6 (Using devtoolset-7 runtime support)
|
||||
* RHEL 7.6 (Using devtoolset-7 runtime support)
|
||||
|
||||
#### 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 4.18 | Limits GPU's usage of system memory to 3/8 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 |
|
||||
|
||||
|
||||
## Software Support
|
||||
As of AMD ROCm v1.9.0, the ROCm user-level software is compatible with the AMD drivers in certain upstream Linux kernels. You have the following options:
|
||||
|
||||
• Use the ROCk kernel driver that is a part of AMD’s ROCm repositories
|
||||
or
|
||||
• Use the upstream driver and only install ROCm user-level utilities from AMD’s ROCm repositories
|
||||
|
||||
The releases of the upstream Linux kernel support the following GPUs in ROCm:
|
||||
|
||||
• Fiji, Polaris 10, Polaris 11
|
||||
• Fiji, Polaris 10, Polaris 11, Vega10
|
||||
• Fiji, Polaris 10, Polaris 11, Vega10, Vega 7nm
|
||||
|
||||
#### Supported Products
|
||||
|
||||
• CUDA v8
|
||||
|
||||
|
||||
## Machine Learning and High Performance Computing Software Stack for AMD GPU
|
||||
|
||||
ROCm Version 2.10
|
||||
|
||||
### ROCm Binary Package Structure
|
||||
|
||||
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
|
||||
In AMD's package distributions, these software projects are provided as a separate packages.
|
||||
This allows users to install only the packages they need, if they do not wish to install all of ROCm.
|
||||
These packages will install most of the ROCm software into `/opt/rocm/` by default.
|
||||
|
||||
The packages for each of the major ROCm components are:
|
||||
|
||||
* ROCm Core Components
|
||||
- ROCk Kernel Driver: `rock-dkms`
|
||||
- ROCr Runtime: `hsa-rocr-dev`, `hsa-ext-rocr-dev`
|
||||
- ROCt Thunk Interface: `hsakmt-roct`, `hsakmt-roct-dev`
|
||||
* ROCm Support Software
|
||||
- ROCm SMI: `rocm-smi`
|
||||
- ROCm cmake: `rocm-cmake`
|
||||
- rocminfo: `rocminfo`
|
||||
- ROCm Bandwidth Test: `rocm_bandwidth_test`
|
||||
* ROCm Development Tools
|
||||
- HCC compiler: `hcc`
|
||||
- HIP: `hip_base`, `hip_doc`, `hip_hcc`, `hip_samples`
|
||||
- ROCm Device Libraries: `rocm-device-libs`
|
||||
- ROCm OpenCL: `rocm-opencl`, `rocm-opencl-devel` (on RHEL/CentOS), `rocm-opencl-dev` (on Ubuntu)
|
||||
- ROCM Clang-OCL Kernel Compiler: `rocm-clang-ocl`
|
||||
- Asynchronous Task and Memory Interface (ATMI): `atmi`
|
||||
- ROCr Debug Agent: `rocr_debug_agent`
|
||||
- ROCm Code Object Manager: `comgr`
|
||||
- ROC Profiler: `rocprofiler-dev`
|
||||
- ROC Tracer: `roctracer-dev`
|
||||
- Radeon Compute Profiler: `rocm-profiler`
|
||||
* ROCm Libraries
|
||||
- rocALUTION: `rocalution`
|
||||
- rocBLAS: `rocblas`
|
||||
- hipBLAS: `hipblas`
|
||||
- hipCUB: `hipCUB`
|
||||
- rocFFT: `rocfft`
|
||||
- rocRAND: `rocrand`
|
||||
- rocSPARSE: `rocsparse`
|
||||
- hipSPARSE: `hipsparse`
|
||||
- ROCm SMI Lib: `rocm_smi_lib64`
|
||||
- rocThrust: `rocThrust`
|
||||
- MIOpen: `MIOpen-HIP` (for the HIP version), `MIOpen-OpenCL` (for the OpenCL version)
|
||||
- MIOpenGEMM: `miopengemm`
|
||||
- MIVisionX: `mivisionx`
|
||||
- RCCL: `rccl`
|
||||
|
||||
To make it easier to install ROCm, the AMD binary repositories provide a number of meta-packages that will automatically install multiple other packages.
|
||||
For example, `rocm-dkms` is the primary meta-package that is used to install most of the base technology needed for ROCm to operate.
|
||||
It will install the `rock-dkms` kernel driver, and another meta-package (`rocm-dev`) which installs most of the user-land ROCm core components, support software, and development tools.
|
||||
|
||||
The `rocm-utils` meta-package will install useful utilities that, while not required for ROCm to operate, may still be beneficial to have.
|
||||
Finally, the `rocm-libs` meta-package will install some (but not all) of the libraries that are part of ROCm.
|
||||
|
||||
The chain of software installed by these meta-packages is illustrated below
|
||||
|
||||
```
|
||||
rocm-dkms
|
||||
|--rock-dkms
|
||||
\--rocm-dev
|
||||
|--hsa-rocr-dev
|
||||
|--hsa-ext-rocr-dev
|
||||
|--hsakmt-roct
|
||||
|--hsakmt-roct-dev
|
||||
|--rocm-cmake
|
||||
|--rocm-device-libs
|
||||
|--hcc
|
||||
|--hip_base
|
||||
|--hip_doc
|
||||
|--hip_hcc
|
||||
|--hip_samples
|
||||
|--rocm-smi
|
||||
|--hsa-amd-aqlprofile
|
||||
|--comgr
|
||||
|--rocr_debug_agent
|
||||
\--rocm-utils
|
||||
|--rocminfo
|
||||
\--rocm-clang-ocl # This will cause OpenCL to be installed
|
||||
|
||||
rocm-libs
|
||||
|--rocalution
|
||||
|--hipblas
|
||||
|--rocblas
|
||||
|--rocfft
|
||||
|--rocrand
|
||||
|--hipsparse
|
||||
\--rocsparse
|
||||
```
|
||||
|
||||
These meta-packages are not required but may be useful to make it easier to install ROCm on most systems.
|
||||
|
||||
Note:Some users may want to skip certain packages. For instance, a user that wants to use the upstream kernel drivers (rather than those supplied by AMD) may want to skip the `rocm-dkms` and `rock-dkms` packages, and instead directly install `rocm-dev`.
|
||||
|
||||
Similarly, a user that only wants to install OpenCL support instead of HCC and HIP may want to skip the `rocm-dkms` and `rocm-dev` packages. Instead, they could directly install `rock-dkms`, `rocm-opencl`, and `rocm-opencl-dev` and their dependencies.
|
||||
|
||||
|
||||
### ROCm Platform Packages
|
||||
|
||||
Drivers, ToolChains, Libraries, and Source Code
|
||||
|
||||
The latest supported version of the drivers, tools, libraries and source code for the ROCm platform have been released and are available from the following GitHub repositories:
|
||||
|
||||
#### ROCm Core Components
|
||||
- [ROCk Kernel Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/tree/roc-2.10.0)
|
||||
- [ROCr Runtime](https://github.com/RadeonOpenCompute/ROCR-Runtime/tree/roc-2.10.0)
|
||||
- [ROCt Thunk Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-2.10.0)
|
||||
|
||||
|
||||
#### ROCm Support Software
|
||||
- [ROCm SMI](https://github.com/RadeonOpenCompute/ROC-smi/tree/roc-2.10.0)
|
||||
- [ROCm cmake](https://github.com/RadeonOpenCompute/rocm-cmake/tree/roc-2.10.0)
|
||||
- [rocminfo](https://github.com/RadeonOpenCompute/rocminfo/tree/roc-2.10.0)
|
||||
- [ROCm Bandwidth Test](https://github.com/RadeonOpenCompute/rocm_bandwidth_test/tree/roc-2.10.0)
|
||||
|
||||
#### ROCm Development ToolChains
|
||||
- [HCC compiler](https://github.com/RadeonOpenCompute/hcc/tree/roc-hcc-2.10.0)
|
||||
- [HIP](https://github.com/ROCm-Developer-Tools/HIP/tree/roc-2.10.0)
|
||||
- [ROCm Device Libraries](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-hcc-2.10.0)
|
||||
- ROCm OpenCL, which is created from the following components:
|
||||
- [ROCm OpenCL Runtime](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/tree/roc-2.10.0)
|
||||
- [ROCm OpenCL Driver](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Driver/tree/roc-2.10.0)
|
||||
- The ROCm OpenCL compiler, which is created from the following components:
|
||||
- [ROCm LLVM OCL](http://github.com/RadeonOpenCompute/llvm/tree/roc-ocl-2.10.0)
|
||||
- [ROCm LLVM HCC](http://github.com/RadeonOpenCompute/llvm/tree/roc-hcc-2.10.0)
|
||||
- [ROCm Clang](http://github.com/RadeonOpenCompute/clang/tree/roc-2.10.0)
|
||||
- [ROCm lld OCL](http://github.com/RadeonOpenCompute/lld/tree/roc-ocl-2.10.0)
|
||||
- [ROCm lld HCC](http://github.com/RadeonOpenCompute/lld/tree/roc-hcc-2.10.0)
|
||||
- [ROCm Device Libraries](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-ocl-2.10.0)
|
||||
- [ROCM Clang-OCL Kernel Compiler](https://github.com/RadeonOpenCompute/clang-ocl/tree/roc-2.10.0)
|
||||
- [Asynchronous Task and Memory Interface (ATMI)](https://github.com/RadeonOpenCompute/atmi/tree/rocm_2.10.0)
|
||||
- [ROCr Debug Agent](https://github.com/ROCm-Developer-Tools/rocr_debug_agent/tree/roc-2.10.0)
|
||||
- [ROCm Code Object Manager](https://github.com/RadeonOpenCompute/ROCm-CompilerSupport/tree/roc-2.10.0)
|
||||
- [ROC Profiler](https://github.com/ROCm-Developer-Tools/rocprofiler/tree/roc-2.10.0)
|
||||
- [ROC Tracer](https://github.com/ROCm-Developer-Tools/roctracer/tree/roc-2.10.x)
|
||||
- [Radeon Compute Profiler](https://github.com/GPUOpen-Tools/RCP/tree/3a49405)
|
||||
- Example Applications:
|
||||
- [HCC Examples](https://github.com/ROCm-Developer-Tools/HCC-Example-Application/tree/ffd65333)
|
||||
- [HIP Examples](https://github.com/ROCm-Developer-Tools/HIP-Examples/tree/roc-2.10.0)
|
||||
|
||||
#### ROCm Libraries
|
||||
- [rocBLAS](https://github.com/ROCmSoftwarePlatform/rocBLAS/tree/rocm-2.10)
|
||||
- [hipBLAS](https://github.com/ROCmSoftwarePlatform/hipBLAS/tree/rocm-2.10)
|
||||
- [rocFFT](https://github.com/ROCmSoftwarePlatform/rocFFT/tree/rocm-2.10)
|
||||
- [rocRAND](https://github.com/ROCmSoftwarePlatform/rocRAND/tree/2.10.0)
|
||||
- [rocSPARSE](https://github.com/ROCmSoftwarePlatform/rocSPARSE/tree/rocm-2.10)
|
||||
- [hipSPARSE](https://github.com/ROCmSoftwarePlatform/hipSPARSE/tree/rocm-2.10)
|
||||
- [rocALUTION](https://github.com/ROCmSoftwarePlatform/rocALUTION/tree/rocm-2.10)
|
||||
- [MIOpenGEMM](https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/tree/6275a879)
|
||||
- [MIOpen](https://github.com/ROCmSoftwarePlatform/MIOpen/tree/roc-2.10.0)
|
||||
- [rocThrust](https://github.com/ROCmSoftwarePlatform/rocThrust/tree/2.10.0)
|
||||
- [ROCm SMI Lib](https://github.com/RadeonOpenCompute/rocm_smi_lib/tree/roc-2.10.0)
|
||||
- [RCCL](https://github.com/ROCmSoftwarePlatform/rccl/tree/2.10.0)
|
||||
- [MIVisionX](https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/tree/1.5)
|
||||
- [hipCUB](https://github.com/ROCmSoftwarePlatform/hipCUB/tree/2.10.0)
|
||||
|
||||
|
||||
Features and enhancements introduced in previous versions of ROCm can be found in [version_history.md](version_history.md)
|
||||
For release information for older ROCm releases, refer to
|
||||
[`CHANGELOG`](./CHANGELOG.md).
|
||||
|
||||
77
RELEASE.md
Normal file
@@ -0,0 +1,77 @@
|
||||
# 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 5.7.1
|
||||
<!-- markdownlint-disable first-line-h1 -->
|
||||
<!-- markdownlint-disable no-duplicate-header -->
|
||||
|
||||
### What's New in This Release
|
||||
|
||||
### ROCm Libraries
|
||||
|
||||
#### rocBLAS
|
||||
A new functionality rocblas-gemm-tune and an environment variable ROCBLAS_TENSILE_GEMM_OVERRIDE_PATH are added to rocBLAS in the ROCm 5.7.1 release.
|
||||
|
||||
*rocblas-gemm-tune* is used to find the best-performing GEMM kernel for each GEMM problem set. It has a command line interface, which mimics the --yaml input used by rocblas-bench. To generate the expected --yaml input, profile logging can be used, by setting the environment variable ROCBLAS_LAYER4.
|
||||
|
||||
For more information on rocBLAS logging, see Logging in rocBLAS, in the [API Reference Guide](https://rocm.docs.amd.com/projects/rocBLAS/en/docs-5.7.1/API_Reference_Guide.html#logging-in-rocblas).
|
||||
|
||||
An example input file: Expected output (note selected GEMM idx may differ): Where the far right values (solution_index) are the indices of the best-performing kernels for those GEMMs in the rocBLAS kernel library. These indices can be directly used in future GEMM calls. See rocBLAS/samples/example_user_driven_tuning.cpp for sample code of directly using kernels via their indices.
|
||||
|
||||
If the output is stored in a file, the results can be used to override default kernel selection with the kernels found, by setting the environment variable ROCBLAS_TENSILE_GEMM_OVERRIDE_PATH, where points to the stored file.
|
||||
|
||||
For more details, refer to the [rocBLAS Programmer's Guide.](https://rocm.docs.amd.com/projects/rocBLAS/en/latest/Programmers_Guide.html#rocblas-gemm-tune)
|
||||
|
||||
#### HIP 5.7.1 (for ROCm 5.7.1)
|
||||
|
||||
ROCm 5.7.1 is a point release with several bug fixes in the HIP runtime.
|
||||
|
||||
### Fixed defects
|
||||
The *hipPointerGetAttributes* API returns the correct HIP memory type as *hipMemoryTypeManaged* for managed memory.
|
||||
|
||||
|
||||
|
||||
### Library Changes in ROCM 5.7.1
|
||||
|
||||
| Library | Version |
|
||||
|---------|---------|
|
||||
| hipBLAS | [1.1.0](https://github.com/ROCmSoftwarePlatform/hipBLAS/releases/tag/rocm-5.7.1) |
|
||||
| hipCUB | [2.13.1](https://github.com/ROCmSoftwarePlatform/hipCUB/releases/tag/rocm-5.7.1) |
|
||||
| hipFFT | [1.0.12](https://github.com/ROCmSoftwarePlatform/hipFFT/releases/tag/rocm-5.7.1) |
|
||||
| hipSOLVER | 1.8.1 ⇒ [1.8.2](https://github.com/ROCmSoftwarePlatform/hipSOLVER/releases/tag/rocm-5.7.1) |
|
||||
| hipSPARSE | [2.3.8](https://github.com/ROCmSoftwarePlatform/hipSPARSE/releases/tag/rocm-5.7.1) |
|
||||
| MIOpen | [2.19.0](https://github.com/ROCmSoftwarePlatform/MIOpen/releases/tag/rocm-5.7.1) |
|
||||
| rocALUTION | [2.1.11](https://github.com/ROCmSoftwarePlatform/rocALUTION/releases/tag/rocm-5.7.1) |
|
||||
| rocBLAS | [3.1.0](https://github.com/ROCmSoftwarePlatform/rocBLAS/releases/tag/rocm-5.7.1) |
|
||||
| rocFFT | [1.0.24](https://github.com/ROCmSoftwarePlatform/rocFFT/releases/tag/rocm-5.7.1) |
|
||||
| rocm-cmake | [0.10.0](https://github.com/RadeonOpenCompute/rocm-cmake/releases/tag/rocm-5.7.1) |
|
||||
| rocPRIM | [2.13.1](https://github.com/ROCmSoftwarePlatform/rocPRIM/releases/tag/rocm-5.7.1) |
|
||||
| rocRAND | [2.10.17](https://github.com/ROCmSoftwarePlatform/rocRAND/releases/tag/rocm-5.7.1) |
|
||||
| rocSOLVER | [3.23.0](https://github.com/ROCmSoftwarePlatform/rocSOLVER/releases/tag/rocm-5.7.1) |
|
||||
| rocSPARSE | [2.5.4](https://github.com/ROCmSoftwarePlatform/rocSPARSE/releases/tag/rocm-5.7.1) |
|
||||
| rocThrust | [2.18.0](https://github.com/ROCmSoftwarePlatform/rocThrust/releases/tag/rocm-5.7.1) |
|
||||
| rocWMMA | [1.2.0](https://github.com/ROCmSoftwarePlatform/rocWMMA/releases/tag/rocm-5.7.1) |
|
||||
| Tensile | [4.38.0](https://github.com/ROCmSoftwarePlatform/Tensile/releases/tag/rocm-5.7.1) |
|
||||
|
||||
#### hipSOLVER 1.8.2
|
||||
|
||||
hipSOLVER 1.8.2 for ROCm 5.7.1
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed conflicts between the hipsolver-dev and -asan packages by excluding
|
||||
hipsolver_module.f90 from the latter
|
||||
119
default.xml
@@ -1,76 +1,79 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<manifest>
|
||||
|
||||
<remote name="roc-github"
|
||||
fetch="http://github.com/RadeonOpenCompute/" />
|
||||
fetch="https://github.com/RadeonOpenCompute/" />
|
||||
<remote name="rocm-devtools"
|
||||
fetch="https://github.com/ROCm-Developer-Tools/" />
|
||||
fetch="https://github.com/ROCm-Developer-Tools/" />
|
||||
<remote name="rocm-swplat"
|
||||
fetch="https://github.com/ROCmSoftwarePlatform/" />
|
||||
fetch="https://github.com/ROCmSoftwarePlatform/" />
|
||||
<remote name="gpuopen-libs"
|
||||
fetch="https://github.com/GPUOpen-ProfessionalCompute-Libraries/" />
|
||||
fetch="https://github.com/GPUOpen-ProfessionalCompute-Libraries/" />
|
||||
<remote name="gpuopen-tools"
|
||||
fetch="https://github.com/GPUOpen-Tools/" />
|
||||
|
||||
<default revision="refs/tags/roc-2.10.0"
|
||||
remote="roc-github"
|
||||
sync-c="true"
|
||||
sync-j="4" />
|
||||
|
||||
fetch="https://github.com/GPUOpen-Tools/" />
|
||||
<remote name="KhronosGroup"
|
||||
fetch="https://github.com/KhronosGroup/" />
|
||||
<default revision="refs/tags/rocm-5.7.1"
|
||||
remote="roc-github"
|
||||
sync-c="true"
|
||||
sync-j="4" />
|
||||
<!--list of projects for ROCM-->
|
||||
<project name="ROCK-Kernel-Driver" />
|
||||
<project name="ROCT-Thunk-Interface" />
|
||||
<project name="ROCR-Runtime" />
|
||||
<project name="ROC-smi" />
|
||||
<project name="amdsmi" />
|
||||
<project name="rocm_smi_lib" />
|
||||
<project name="rocm-core" />
|
||||
<project name="rocm-cmake" />
|
||||
<project name="rocminfo" />
|
||||
|
||||
<project name="rocprofiler" remote="rocm-devtools" revision="refs/tags/roc-2.10.0" />
|
||||
<project name="roctracer" remote="rocm-devtools" revision="roc-2.10.x" />
|
||||
<!-- If you want to get the full OpenCL runtime, there is a separate repo
|
||||
manifest that is more authoritative than the copy in this file. It can
|
||||
be found at the following URL:
|
||||
https://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/blob/roc-2.0.0/opencl.xml -->
|
||||
<remote name="KhronosGroup" fetch="https://github.com/KhronosGroup/" />
|
||||
<project name="ROCm-OpenCL-Runtime" />
|
||||
<project path="ROCm-OpenCL-Runtime/compiler/driver" name="ROCm-OpenCL-Driver"/>
|
||||
<project path="ROCm-OpenCL-Runtime/compiler/llvm" name="llvm" revision="refs/tags/roc-ocl-2.10.0" />
|
||||
<project path="ROCm-OpenCL-Runtime/compiler/llvm/tools/clang" name="clang" />
|
||||
<project path="ROCm-OpenCL-Runtime/compiler/llvm/tools/lld" name="lld" revision="refs/tags/roc-ocl-2.10.0" />
|
||||
<project path="ROCm-OpenCL-Runtime/library/amdgcn" name="ROCm-Device-Libs" revision="refs/tags/roc-ocl-2.10.0" />
|
||||
|
||||
<project name="rocm_bandwidth_test" />
|
||||
<project name="rocprofiler" remote="rocm-devtools" />
|
||||
<project name="roctracer" remote="rocm-devtools" />
|
||||
<project path="ROCm-OpenCL-Runtime/api/opencl/khronos/icd" name="OpenCL-ICD-Loader" remote="KhronosGroup" revision="6c03f8b58fafd9dd693eaac826749a5cfad515f8" />
|
||||
<project name="clang-ocl" />
|
||||
<!-- HCC needs to be recursively synced to get it submodules -->
|
||||
<project name="hcc" sync-s="true" revision="refs/tags/roc-hcc-2.10.0" />
|
||||
<project name="HCC-Example-Application" remote="rocm-devtools" revision="ffd6533305e79eed667badd3c4cdb7879a1281b8" />
|
||||
<project name="HIP" remote="rocm-devtools" revision="refs/tags/roc-2.10.0" />
|
||||
<project name="rdc" />
|
||||
<!--HIP Projects-->
|
||||
<project name="HIP" remote="rocm-devtools" />
|
||||
<project name="HIP-Examples" remote="rocm-devtools" />
|
||||
<!-- The following projects are all associated with the AMDGPU LLVM compiler -->
|
||||
<project name="llvm" path="llvm_amd-common" revision="refs/tags/roc-ocl-2.10.0" />
|
||||
<project name="lld" path="llvm_amd-common/lld" revision="refs/tags/roc-ocl-2.10.0" />
|
||||
<project name="clang" path="llvm_amd-common/clang" />
|
||||
<project name="ROCm-Device-Libs" revision="refs/tags/roc-ocl-2.10.0" />
|
||||
<project name="atmi" revision="refs/tags/rocm_2.10.0" />
|
||||
<project name="clr" 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="ROCm-CompilerSupport" />
|
||||
<project name="half" remote="rocm-swplat" revision="37742ce15b76b44e4b271c1e66d13d2fa7bd003e" />
|
||||
<!-- gdb projects -->
|
||||
<project name="ROCgdb" remote="rocm-devtools" />
|
||||
<project name="ROCdbgapi" remote="rocm-devtools" />
|
||||
<project name="rocr_debug_agent" remote="rocm-devtools" />
|
||||
<project name="rocm_bandwidth_test" />
|
||||
<project name="RCP" remote="gpuopen-tools" revision="3a49405a1500067c49d181844ec90aea606055bb" />
|
||||
|
||||
<!-- ROCm Libraries -->
|
||||
<project name="rocBLAS" remote="rocm-swplat" revision="refs/tags/rocm-2.10" />
|
||||
<project name="hipBLAS" remote="rocm-swplat" revision="refs/tags/rocm-2.10" />
|
||||
<project name="rocFFT" remote="rocm-swplat" revision="refs/tags/rocm-2.10" />
|
||||
<project name="rocRAND" remote="rocm-swplat" revision="refs/tags/2.10.0" />
|
||||
<project name="rocSPARSE" remote="rocm-swplat" revision="refs/tags/rocm-2.10" />
|
||||
<project name="hipSPARSE" remote="rocm-swplat" revision="refs/tags/rocm-2.10" />
|
||||
<project name="rocALUTION" remote="rocm-swplat" revision="refs/tags/rocm-2.10" />
|
||||
<project name="MIOpenGEMM" remote="rocm-swplat" revision="6275a879995b58a6e0b8cca7b1ad8421a5e02ade" />
|
||||
<project name="MIOpen" remote="rocm-swplat" revision="refs/tags/roc-2.10.0" />
|
||||
<project name="rocm_smi_lib" />
|
||||
<project name="rccl" remote="rocm-swplat" revision="refs/tags/2.10.0" />
|
||||
<project name="MIVisionX" remote="gpuopen-libs" revision="refs/tags/1.5" />
|
||||
<project name="rocThrust" remote="rocm-swplat" revision="refs/tags/2.10.0" />
|
||||
<project name="hipCUB" remote="rocm-swplat" revision="refs/tags/2.10.0" />
|
||||
<project name="rocPRIM" remote="rocm-swplat" revision="refs/tags/2.10.0" />
|
||||
|
||||
<!-- ROCm Libraries -->
|
||||
<project groups="mathlibs" name="rocBLAS" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="Tensile" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipTensor" 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 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 groups="mathlibs" name="rccl" remote="rocm-swplat" />
|
||||
<project name="rocMLIR" remote="rocm-swplat" />
|
||||
<project name="MIOpen" remote="rocm-swplat" />
|
||||
<project name="composable_kernel" remote="rocm-swplat" />
|
||||
<project name="MIVisionX" remote="gpuopen-libs" />
|
||||
<project name="rpp" remote="gpuopen-libs" />
|
||||
<project name="hipfort" remote="rocm-swplat" />
|
||||
<project name="AMDMIGraphX" remote="rocm-swplat" />
|
||||
<project name="ROCmValidationSuite" remote="rocm-devtools" />
|
||||
<!-- Projects for OpenMP-Extras -->
|
||||
<project name="aomp" path="openmp-extras/aomp" remote="rocm-devtools" />
|
||||
<project name="aomp-extras" path="openmp-extras/aomp-extras" remote="rocm-devtools" />
|
||||
<project name="flang" path="openmp-extras/flang" remote="rocm-devtools" />
|
||||
</manifest>
|
||||
|
||||
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.
|
||||
|
||||
## `rocm-docs-core`
|
||||
|
||||
[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 use as part of the documentation
|
||||
build. It is also available as a [pip package on PyPI](https://pypi.org/project/rocm-docs-core/).
|
||||
|
||||
See the user and developer guides for rocm-docs-core at {doc}`rocm-docs-core documentation <rocm-docs-core:index>`.
|
||||
|
||||
## 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 reStructuredText (RST) based documentation, but
|
||||
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.
|
||||
|
||||
## Read the Docs
|
||||
|
||||
[Read the Docs](https://docs.readthedocs.io/en/stable/) is the service that builds
|
||||
and hosts the HTML documentation generated using Sphinx to our end users.
|
||||
|
||||
## Doxygen
|
||||
|
||||
[Doxygen](https://www.doxygen.nl/) is a documentation generator that extracts
|
||||
information from inline code.
|
||||
ROCm projects typically use Doxygen for public API documentation unless the
|
||||
upstream project uses a different tool.
|
||||
|
||||
### Breathe
|
||||
|
||||
[Breathe](https://www.breathe-doc.org/) is a Sphinx plugin to integrate Doxygen
|
||||
content.
|
||||
|
||||
### 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 into ROCm documentation by the Sphinx extension [`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 External TOC
|
||||
|
||||
[Sphinx External Table of Contents (TOC)](https://sphinx-external-toc.readthedocs.io/en/latest/intro.html)
|
||||
is a Sphinx extension used for ROCm documentation navigation. This tool generates a navigation menu on the left
|
||||
based on a YAML file that specifies the table of contents.
|
||||
It 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.
|
||||
|
||||
### Sphinx Book Theme
|
||||
|
||||
[Sphinx Book Theme](https://sphinx-book-theme.readthedocs.io/en/latest/) is a Sphinx theme
|
||||
that defines the base appearance for ROCm documentation.
|
||||
ROCm documentation applies some customization,
|
||||
such as a custom header and footer on top of the Sphinx Book Theme.
|
||||
|
||||
### Sphinx Design
|
||||
|
||||
[Sphinx Design](https://sphinx-design.readthedocs.io/en/latest/index.html) is a Sphinx extension that adds design
|
||||
functionality.
|
||||
ROCm documentation uses Sphinx Design for grids, cards, and synchronized tabs.
|
||||
126
docs/about/licensing.md
Normal file
@@ -0,0 +1,126 @@
|
||||
# ROCm licensing terms
|
||||
|
||||
ROCm™ is released by Advanced Micro Devices, Inc. and is licensed per component separately.
|
||||
The following table is a list of ROCm components with links to their respective license
|
||||
terms. These components may include third party components subject to
|
||||
additional licenses. Please review individual repositories for more information.
|
||||
The table shows ROCm components, license name, and link to the license terms.
|
||||
The table is ordered to follow ROCm's manifest file.
|
||||
|
||||
<!-- spellcheck-disable -->
|
||||
| Component | License |
|
||||
|:------------------------------------------------------------------------------------------------:|:--------------------------------------------------------------------------------------------------------------------------:|
|
||||
| [AMDMIGraphX](https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/) | [MIT](https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/blob/develop/LICENSE) |
|
||||
| [HIPCC](https://github.com/ROCm-Developer-Tools/HIPCC/blob/develop/LICENSE.txt) | [MIT](https://github.com/ROCm-Developer-Tools/HIPCC/blob/develop/LICENSE.txt) |
|
||||
| [HIPIFY](https://github.com/ROCm-Developer-Tools/HIPIFY/) | [MIT](https://github.com/ROCm-Developer-Tools/HIPIFY/blob/amd-staging/LICENSE.txt) |
|
||||
| [HIP](https://github.com/ROCm-Developer-Tools/HIP/) | [MIT](https://github.com/ROCm-Developer-Tools/HIP/blob/develop/LICENSE.txt) |
|
||||
| [MIOpenGEMM](https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/) | [MIT](https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/blob/master/LICENSE.txt) |
|
||||
| [MIOpen](https://github.com/ROCmSoftwarePlatform/MIOpen/) | [MIT](https://github.com/ROCmSoftwarePlatform/MIOpen/blob/master/LICENSE.txt) |
|
||||
| [MIVisionX](https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/) | [MIT](https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/blob/master/LICENSE.txt) |
|
||||
| [RCP](https://github.com/GPUOpen-Tools/radeon_compute_profiler/) | [MIT](https://github.com/GPUOpen-Tools/radeon_compute_profiler/blob/master/LICENSE) |
|
||||
| [ROCK-Kernel-Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/) | [GPL 2.0 WITH Linux-syscall-note](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/blob/master/COPYING) |
|
||||
| [ROCR-Runtime](https://github.com/RadeonOpenCompute/ROCR-Runtime/) | [The University of Illinois/NCSA](https://github.com/RadeonOpenCompute/ROCR-Runtime/blob/master/LICENSE.txt) |
|
||||
| [ROCT-Thunk-Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/) | [MIT](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/blob/master/LICENSE.md) |
|
||||
| [ROCclr](https://github.com/ROCm-Developer-Tools/ROCclr/) | [MIT](https://github.com/ROCm-Developer-Tools/ROCclr/blob/develop/LICENSE.txt) |
|
||||
| [ROCdbgapi](https://github.com/ROCm-Developer-Tools/ROCdbgapi/) | [MIT](https://github.com/ROCm-Developer-Tools/ROCdbgapi/blob/amd-master/LICENSE.txt) |
|
||||
| [ROCgdb](https://github.com/ROCm-Developer-Tools/ROCgdb/) | [GNU General Public License v2.0](https://github.com/ROCm-Developer-Tools/ROCgdb/blob/amd-master/COPYING) |
|
||||
| [ROCm-CompilerSupport](https://github.com/RadeonOpenCompute/ROCm-CompilerSupport/) | [The University of Illinois/NCSA](https://github.com/RadeonOpenCompute/ROCm-CompilerSupport/blob/amd-stg-open/LICENSE.txt) |
|
||||
| [ROCm-Device-Libs](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/) | [The University of Illinois/NCSA](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/blob/amd-stg-open/LICENSE.TXT) |
|
||||
| [ROCm-OpenCL-Runtime/api/opencl/khronos/icd](https://github.com/KhronosGroup/OpenCL-ICD-Loader/) | [Apache 2.0](https://github.com/KhronosGroup/OpenCL-ICD-Loader/blob/main/LICENSE) |
|
||||
| [ROCm-OpenCL-Runtime](https://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/) | [MIT](https://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/blob/develop/LICENSE.txt) |
|
||||
| [ROCmValidationSuite](https://github.com/ROCm-Developer-Tools/ROCmValidationSuite/) | [MIT](https://github.com/ROCm-Developer-Tools/ROCmValidationSuite/blob/master/LICENSE) |
|
||||
| [Tensile](https://github.com/ROCmSoftwarePlatform/Tensile/) | [MIT](https://github.com/ROCmSoftwarePlatform/Tensile/blob/develop/LICENSE.md) |
|
||||
| [aomp-extras](https://github.com/ROCm-Developer-Tools/aomp-extras/) | [MIT](https://github.com/ROCm-Developer-Tools/aomp-extras/blob/aomp-dev/LICENSE) |
|
||||
| [aomp](https://github.com/ROCm-Developer-Tools/aomp/) | [Apache 2.0](https://github.com/ROCm-Developer-Tools/aomp/blob/aomp-dev/LICENSE) |
|
||||
| [atmi](https://github.com/RadeonOpenCompute/atmi/) | [MIT](https://github.com/RadeonOpenCompute/atmi/blob/master/LICENSE.txt) |
|
||||
| [clang-ocl](https://github.com/RadeonOpenCompute/clang-ocl/) | [MIT](https://github.com/RadeonOpenCompute/clang-ocl/blob/master/LICENSE) |
|
||||
| [flang](https://github.com/ROCm-Developer-Tools/flang/) | [Apache 2.0](https://github.com/ROCm-Developer-Tools/flang/blob/master/LICENSE.txt) |
|
||||
| [half](https://github.com/ROCmSoftwarePlatform/half/) | [MIT](https://github.com/ROCmSoftwarePlatform/half/blob/master/LICENSE.txt) |
|
||||
| [hipBLAS](https://github.com/ROCmSoftwarePlatform/hipBLAS/) | [MIT](https://github.com/ROCmSoftwarePlatform/hipBLAS/blob/develop/LICENSE.md) |
|
||||
| [hipCUB](https://github.com/ROCmSoftwarePlatform/hipCUB/) | [Custom](https://github.com/ROCmSoftwarePlatform/hipCUB/blob/develop/LICENSE.txt) |
|
||||
| [hipFFT](https://github.com/ROCmSoftwarePlatform/hipFFT/) | [MIT](https://github.com/ROCmSoftwarePlatform/hipFFT/blob/develop/LICENSE.md) |
|
||||
| [hipSOLVER](https://github.com/ROCmSoftwarePlatform/hipSOLVER/) | [MIT](https://github.com/ROCmSoftwarePlatform/hipSOLVER/blob/develop/LICENSE.md) |
|
||||
| [hipSPARSELt](https://github.com/ROCmSoftwarePlatform/hipSPARSELt/) | [MIT](https://github.com/ROCmSoftwarePlatform/hipSPARSELt/blob/develop/LICENSE.md) |
|
||||
| [hipSPARSE](https://github.com/ROCmSoftwarePlatform/hipSPARSE/) | [MIT](https://github.com/ROCmSoftwarePlatform/hipSPARSE/blob/develop/LICENSE.md) |
|
||||
| [hipTensor](https://github.com/ROCmSoftwarePlatform/hipTensor) | [MIT](https://github.com/ROCmSoftwarePlatform/hipTensor/blob/develop/LICENSE) |
|
||||
| [hipamd](https://github.com/ROCm-Developer-Tools/hipamd/) | [MIT](https://github.com/ROCm-Developer-Tools/hipamd/blob/develop/LICENSE.txt) |
|
||||
| [hipfort](https://github.com/ROCmSoftwarePlatform/hipfort/) | [MIT](https://github.com/ROCmSoftwarePlatform/hipfort/blob/master/LICENSE) |
|
||||
| [llvm-project](https://github.com/ROCm-Developer-Tools/llvm-project/) | [Apache](https://github.com/ROCm-Developer-Tools/llvm-project/blob/main/LICENSE.TXT) |
|
||||
| [rccl](https://github.com/ROCmSoftwarePlatform/rccl/) | [Custom](https://github.com/ROCmSoftwarePlatform/rccl/blob/develop/LICENSE.txt) |
|
||||
| [rdc](https://github.com/RadeonOpenCompute/rdc/) | [MIT](https://github.com/RadeonOpenCompute/rdc/blob/master/LICENSE) |
|
||||
| [rocALUTION](https://github.com/ROCmSoftwarePlatform/rocALUTION/) | [MIT](https://github.com/ROCmSoftwarePlatform/rocALUTION/blob/develop/LICENSE.md) |
|
||||
| [rocBLAS](https://github.com/ROCmSoftwarePlatform/rocBLAS/) | [MIT](https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/LICENSE.md) |
|
||||
| [rocFFT](https://github.com/ROCmSoftwarePlatform/rocFFT/) | [MIT](https://github.com/ROCmSoftwarePlatform/rocFFT/blob/develop/LICENSE.md) |
|
||||
| [rocPRIM](https://github.com/ROCmSoftwarePlatform/rocPRIM/) | [MIT](https://github.com/ROCmSoftwarePlatform/rocPRIM/blob/develop/LICENSE.txt) |
|
||||
| [rocRAND](https://github.com/ROCmSoftwarePlatform/rocRAND/) | [MIT](https://github.com/ROCmSoftwarePlatform/rocRAND/blob/develop/LICENSE.txt) |
|
||||
| [rocSOLVER](https://github.com/ROCmSoftwarePlatform/rocSOLVER/) | [BSD-2-Clause](https://github.com/ROCmSoftwarePlatform/rocSOLVER/blob/develop/LICENSE.md) |
|
||||
| [rocSPARSE](https://github.com/ROCmSoftwarePlatform/rocSPARSE/) | [MIT](https://github.com/ROCmSoftwarePlatform/rocSPARSE/blob/develop/LICENSE.md) |
|
||||
| [rocThrust](https://github.com/ROCmSoftwarePlatform/rocThrust/) | [Apache 2.0](https://github.com/ROCmSoftwarePlatform/rocThrust/blob/develop/LICENSE) |
|
||||
| [rocWMMA](https://github.com/ROCmSoftwarePlatform/rocWMMA/) | [MIT](https://github.com/ROCmSoftwarePlatform/rocWMMA/blob/develop/LICENSE.md) |
|
||||
| [rocm-cmake](https://github.com/RadeonOpenCompute/rocm-cmake/) | [MIT](https://github.com/RadeonOpenCompute/rocm-cmake/blob/develop/LICENSE) |
|
||||
| [rocm_bandwidth_test](https://github.com/RadeonOpenCompute/rocm_bandwidth_test/) | [The University of Illinois/NCSA](https://github.com/RadeonOpenCompute/rocm_bandwidth_test/blob/master/LICENSE.txt) |
|
||||
| [rocm_smi_lib](https://github.com/RadeonOpenCompute/rocm_smi_lib/) | [The University of Illinois/NCSA](https://github.com/RadeonOpenCompute/rocm_smi_lib/blob/master/License.txt) |
|
||||
| [rocminfo](https://github.com/RadeonOpenCompute/rocminfo/) | [The University of Illinois/NCSA](https://github.com/RadeonOpenCompute/rocminfo/blob/master/License.txt) |
|
||||
| [rocprofiler](https://github.com/ROCm-Developer-Tools/rocprofiler/) | [MIT](https://github.com/ROCm-Developer-Tools/rocprofiler/blob/amd-master/LICENSE) |
|
||||
| [rocr_debug_agent](https://github.com/ROCm-Developer-Tools/rocr_debug_agent/) | [The University of Illinois/NCSA](https://github.com/ROCm-Developer-Tools/rocr_debug_agent/blob/master/LICENSE.txt) |
|
||||
| [roctracer](https://github.com/ROCm-Developer-Tools/roctracer/) | [MIT](https://github.com/ROCm-Developer-Tools/roctracer/blob/amd-master/LICENSE) |
|
||||
| rocm-llvm-alt | [AMD Proprietary License](https://www.amd.com/en/support/amd-software-eula)
|
||||
|
||||
Open sourced ROCm components are released via public GitHub
|
||||
repositories, packages on https://repo.radeon.com and other distribution channels.
|
||||
Proprietary products are only available on https://repo.radeon.com. Currently, only
|
||||
one component of ROCm, rocm-llvm-alt is governed by a proprietary license.
|
||||
Proprietary components are organized in a proprietary subdirectory in the package
|
||||
repositories to distinguish from open sourced packages.
|
||||
|
||||
The additional terms and conditions below apply to your use of ROCm technical
|
||||
documentation.
|
||||
|
||||
©2023 Advanced Micro Devices, Inc. All rights reserved.
|
||||
|
||||
The information presented in this document is for informational purposes only
|
||||
and may contain technical inaccuracies, omissions, and typographical errors. The
|
||||
information contained herein is subject to change and may be rendered inaccurate
|
||||
for many reasons, including but not limited to product and roadmap changes,
|
||||
component and motherboard version changes, new model and/or product releases,
|
||||
product differences between differing manufacturers, software changes, BIOS
|
||||
flashes, firmware upgrades, or the like. Any computer system has risks of
|
||||
security vulnerabilities that cannot be completely prevented or mitigated. AMD
|
||||
assumes no obligation to update or otherwise correct or revise this information.
|
||||
However, AMD reserves the right to revise this information and to make changes
|
||||
from time to time to the content hereof without obligation of AMD to notify any
|
||||
person of such revisions or changes.
|
||||
|
||||
THIS INFORMATION IS PROVIDED “AS IS.” AMD MAKES NO REPRESENTATIONS OR WARRANTIES
|
||||
WITH RESPECT TO THE CONTENTS HEREOF AND ASSUMES NO RESPONSIBILITY FOR ANY
|
||||
INACCURACIES, ERRORS, OR OMISSIONS THAT MAY APPEAR IN THIS INFORMATION. AMD
|
||||
SPECIFICALLY DISCLAIMS ANY IMPLIED WARRANTIES OF NON-INFRINGEMENT,
|
||||
MERCHANTABILITY, OR FITNESS FOR ANY PARTICULAR PURPOSE. IN NO EVENT WILL AMD BE
|
||||
LIABLE TO ANY PERSON FOR ANY RELIANCE, DIRECT, INDIRECT, SPECIAL, OR OTHER
|
||||
CONSEQUENTIAL DAMAGES ARISING FROM THE USE OF ANY INFORMATION CONTAINED HEREIN,
|
||||
EVEN IF AMD IS EXPRESSLY ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
|
||||
|
||||
AMD, the AMD Arrow logo, ROCm, and combinations thereof are trademarks of
|
||||
Advanced Micro Devices, Inc. Other product names used in this publication are
|
||||
for identification purposes only and may be trademarks of their respective
|
||||
companies.
|
||||
|
||||
## Package licensing
|
||||
|
||||
```{attention}
|
||||
AQL Profiler and AOCC CPU optimization are both provided in binary form, each
|
||||
subject to the license agreement enclosed in the directory for the binary and is
|
||||
available here: `/opt/rocm/share/doc/rocm-llvm-alt/EULA`. By using, installing,
|
||||
copying or distributing AQL Profiler and/or AOCC CPU Optimizations, you agree to
|
||||
the terms and conditions of this license agreement. If you do not agree to the
|
||||
terms of this agreement, do not install, copy or use the AQL Profiler and/or the
|
||||
AOCC CPU Optimizations.
|
||||
```
|
||||
|
||||
For the rest of the ROCm packages, you can find the licensing information at the
|
||||
following location: `/opt/rocm/share/doc/<component-name>/`
|
||||
|
||||
For example, you can fetch the licensing information of the `_amd_comgr_`
|
||||
component (Code Object Manager) from the `amd_comgr` folder. A file named
|
||||
`LICENSE.txt` contains the license details at:
|
||||
`/opt/rocm-5.4.3/share/doc/amd_comgr/LICENSE.txt`
|
||||
122
docs/conf.py
Normal file
@@ -0,0 +1,122 @@
|
||||
# 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
|
||||
import jinja2
|
||||
import os
|
||||
|
||||
from rocm_docs import ROCmDocs
|
||||
|
||||
# Environement to process Jinja templates.
|
||||
jinja_env = jinja2.Environment(loader=jinja2.FileSystemLoader("."))
|
||||
|
||||
# Jinja templates to render out.
|
||||
templates = [
|
||||
"./deploy/linux/quick_start.md.jinja",
|
||||
"./deploy/linux/installer/install.md.jinja",
|
||||
"./deploy/linux/os-native/install.md.jinja"
|
||||
]
|
||||
|
||||
# Render templates and output files without the last extension.
|
||||
# For example: 'install.md.jinja' becomes 'install.md'.
|
||||
for template in templates:
|
||||
rendered = jinja_env.get_template(template).render()
|
||||
with open(os.path.splitext(template)[0], 'w') as file:
|
||||
file.write(rendered)
|
||||
|
||||
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"
|
||||
latex_elements = {
|
||||
"fontpkg": r"""
|
||||
\usepackage{tgtermes}
|
||||
\usepackage{tgheros}
|
||||
\renewcommand\ttdefault{txtt}
|
||||
"""
|
||||
}
|
||||
|
||||
# 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 = "5.7.1"
|
||||
release = "5.7.1"
|
||||
|
||||
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 5.7.1 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
|
||||
}
|
||||
165
docs/contribute/building.md
Normal file
@@ -0,0 +1,165 @@
|
||||
# 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.
|
||||
|
||||
## Pull Request 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 a URL of the form
|
||||
`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 documentation from the Command Line
|
||||
|
||||
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.
|
||||
|
||||
## Build documentation using Visual Studio (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-served 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 above are used for the following reasons:
|
||||
- `liveServer.settings.root`: Sets the root of the output website for live previews. Must be changed
|
||||
alongside the `tasks.json` command.
|
||||
- `liveServer.settings.wait`: Tells live server to wait with the update to give time for Sphinx to
|
||||
regenerate site contents and not refresh before all is done. (Empirical value)
|
||||
- `python.terminal.activateEnvInCurrentTerminal`: Automatic virtual environment 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 drop down 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.
|
||||
27
docs/contribute/feedback.md
Normal file
@@ -0,0 +1,27 @@
|
||||
# How to provide feedback for ROCm documentation
|
||||
|
||||
There are four 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)
|
||||
targeting the develop branch of the repository. If you are unable to contribute
|
||||
via the GitHub Flow, feel free to email us.
|
||||
|
||||
## GitHub Discussions
|
||||
|
||||
To ask questions or view answers to frequently asked questions, refer to
|
||||
[GitHub Discussions](https://github.com/RadeonOpenCompute/ROCm/discussions).
|
||||
On GitHub Discussions, in addition to asking and answering questions,
|
||||
members can share updates, have open-ended conversations,
|
||||
and follow along on via public announcements.
|
||||
|
||||
## GitHub Issue
|
||||
|
||||
Issues on existing or absent docs can be filed as
|
||||
[GitHub Issues](https://github.com/RadeonOpenCompute/ROCm/issues).
|
||||
|
||||
## Email
|
||||
|
||||
Send other feedback or questions to [rocm-feedback@amd.com](rocm-feedback@amd.com)
|
||||
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
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|
After Width: | Height: | Size: 292 KiB |
BIN
docs/data/deploy/linux/image.004.png
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|
After Width: | Height: | Size: 1.3 MiB |
BIN
docs/data/deploy/windows/000-settings-dark.png
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|
After Width: | Height: | Size: 3.6 KiB |
BIN
docs/data/deploy/windows/000-settings-light.png
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|
After Width: | Height: | Size: 3.5 KiB |
BIN
docs/data/deploy/windows/000-setup-icon.png
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|
After Width: | Height: | Size: 3.5 KiB |
BIN
docs/data/deploy/windows/001-about-dark.png
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|
After Width: | Height: | Size: 114 KiB |
BIN
docs/data/deploy/windows/001-about-light.png
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|
After Width: | Height: | Size: 110 KiB |
BIN
docs/data/deploy/windows/001-uac-dark.png
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|
After Width: | Height: | Size: 26 KiB |
BIN
docs/data/deploy/windows/001-uac-light.png
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|
After Width: | Height: | Size: 26 KiB |
BIN
docs/data/deploy/windows/002-initializing.png
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|
After Width: | Height: | Size: 228 KiB |
BIN
docs/data/deploy/windows/003-detecting-system-config.png
Normal file
|
After Width: | Height: | Size: 796 KiB |
BIN
docs/data/deploy/windows/004-installer-window.png
Normal file
|
After Width: | Height: | Size: 310 KiB |
BIN
docs/data/deploy/windows/005-deselect-all.png
Normal file
|
After Width: | Height: | Size: 309 KiB |
BIN
docs/data/deploy/windows/006-component-options-sdk-core.png
Normal file
|
After Width: | Height: | Size: 9.4 KiB |
BIN
docs/data/deploy/windows/007-component-options-libraries.png
Normal file
|
After Width: | Height: | Size: 11 KiB |
BIN
docs/data/deploy/windows/008-component-options-rtc.png
Normal file
|
After Width: | Height: | Size: 12 KiB |
BIN
docs/data/deploy/windows/009-component-options-rt.png
Normal file
|
After Width: | Height: | Size: 12 KiB |
BIN
docs/data/deploy/windows/010-component-options-vs-plugin.png
Normal file
|
After Width: | Height: | Size: 12 KiB |
|
After Width: | Height: | Size: 17 KiB |
BIN
docs/data/deploy/windows/012-install-progress.png
Normal file
|
After Width: | Height: | Size: 789 KiB |
BIN
docs/data/deploy/windows/013-install-complete.png
Normal file
|
After Width: | Height: | Size: 801 KiB |
BIN
docs/data/deploy/windows/014-uninstall-dark.png
Normal file
|
After Width: | Height: | Size: 102 KiB |
BIN
docs/data/deploy/windows/014-uninstall-light.png
Normal file
|
After Width: | Height: | Size: 102 KiB |
BIN
docs/data/framework_compatibility/with_pytorch.png
Normal file
|
After Width: | Height: | Size: 10 KiB |
BIN
docs/data/framework_compatibility/with_tensorflow.png
Normal file
|
After Width: | Height: | Size: 13 KiB |
BIN
docs/data/how_to/gpu_enabled_mpi_1.png
Normal file
|
After Width: | Height: | Size: 13 KiB |
BIN
docs/data/how_to/magma_install/image.005.png
Normal file
|
After Width: | Height: | Size: 88 KiB |
BIN
docs/data/how_to/tuning_guides/image.001.png
Normal file
|
After Width: | Height: | Size: 99 KiB |
BIN
docs/data/how_to/tuning_guides/image.002.png
Normal file
|
After Width: | Height: | Size: 130 KiB |
BIN
docs/data/how_to/tuning_guides/image.003.png
Normal file
|
After Width: | Height: | Size: 21 KiB |
BIN
docs/data/how_to/tuning_guides/image.004.png
Normal file
|
After Width: | Height: | Size: 8.8 KiB |
BIN
docs/data/how_to/tuning_guides/image.005.png
Normal file
|
After Width: | Height: | Size: 14 KiB |
BIN
docs/data/how_to/tuning_guides/image.006.png
Normal file
|
After Width: | Height: | Size: 25 KiB |
BIN
docs/data/how_to/tuning_guides/image.007.png
Normal file
|
After Width: | Height: | Size: 144 KiB |
BIN
docs/data/how_to/tuning_guides/image.008.png
Normal file
|
After Width: | Height: | Size: 17 KiB |
BIN
docs/data/how_to/tuning_guides/image.009.png
Normal file
|
After Width: | Height: | Size: 47 KiB |
BIN
docs/data/how_to/tuning_guides/image.010.png
Normal file
|
After Width: | Height: | Size: 41 KiB |
BIN
docs/data/how_to/tuning_guides/image.011.png
Normal file
|
After Width: | Height: | Size: 14 KiB |
BIN
docs/data/how_to/tuning_guides/image.012.png
Normal file
|
After Width: | Height: | Size: 19 KiB |
BIN
docs/data/how_to/tuning_guides/image.013.png
Normal file
|
After Width: | Height: | Size: 57 KiB |
BIN
docs/data/how_to/tuning_guides/image.014.png
Normal file
|
After Width: | Height: | Size: 36 KiB |
BIN
docs/data/how_to/tuning_guides/image.015.png
Normal file
|
After Width: | Height: | Size: 102 KiB |
BIN
docs/data/how_to/tuning_guides/image.016.png
Normal file
|
After Width: | Height: | Size: 114 KiB |
BIN
docs/data/reference/gpu_arch/image.001.png
Normal file
|
After Width: | Height: | Size: 103 KiB |
BIN
docs/data/reference/gpu_arch/image.002.png
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|
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# 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.
|
||||