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rocm-4.3.1
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roc-5.5.x
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1
.github/CODEOWNERS
vendored
Normal file
@@ -0,0 +1 @@
|
||||
* @saadrahim @Rmalavally @amd-aakash @zhang2amd @jlgreathouse @samjwu
|
||||
12
.github/dependabot.yml
vendored
Normal file
@@ -0,0 +1,12 @@
|
||||
# To get started with Dependabot version updates, you'll need to specify which
|
||||
# package ecosystems to update and where the package manifests are located.
|
||||
# Please see the documentation for all configuration options:
|
||||
# https://docs.github.com/github/administering-a-repository/configuration-options-for-dependency-updates
|
||||
|
||||
version: 2
|
||||
updates:
|
||||
- package-ecosystem: "pip" # See documentation for possible values
|
||||
directory: "/docs/sphinx" # Location of package manifests
|
||||
open-pull-requests-limit: 10
|
||||
schedule:
|
||||
interval: "daily"
|
||||
56
.github/workflows/linting.yml
vendored
Normal file
@@ -0,0 +1,56 @@
|
||||
name: Linting
|
||||
|
||||
on:
|
||||
push:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
pull_request:
|
||||
branches:
|
||||
- develop
|
||||
- main
|
||||
|
||||
concurrency:
|
||||
group: ${{ github.ref }}-${{ github.workflow }}
|
||||
cancel-in-progress: true
|
||||
|
||||
jobs:
|
||||
lint-rest:
|
||||
name: "RestructuredText"
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v3
|
||||
- name: Install rst-lint
|
||||
run: pip install restructuredtext-lint
|
||||
- name: Lint ResT files
|
||||
run: rst-lint ${{ join(github.workspace, '/docs') }}
|
||||
|
||||
lint-md:
|
||||
name: "Markdown"
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v3
|
||||
- name: Use markdownlint
|
||||
uses: actionshub/markdownlint@v3.1.3
|
||||
with:
|
||||
filesToIgnoreRegex: CHANGELOG.md|(docs\/)?(RELEASE|release).md|tools\/autotag\/templates\/.
|
||||
|
||||
spelling:
|
||||
name: "Spelling"
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v3
|
||||
- name: Fetch config
|
||||
shell: sh
|
||||
run: |
|
||||
curl --silent --show-error --fail --location https://raw.github.com/RadeonOpenCompute/rocm-docs-core/develop/.spellcheck.yaml -O
|
||||
curl --silent --show-error --fail --location https://raw.github.com/RadeonOpenCompute/rocm-docs-core/develop/.wordlist.txt >> .wordlist.txt
|
||||
- name: Run spellcheck
|
||||
uses: rojopolis/spellcheck-github-actions@0.30.0
|
||||
- name: On fail
|
||||
if: failure()
|
||||
run: |
|
||||
echo "Please check for spelling mistakes or add them to '.wordlist.txt' in either the root of this project or in rocm-docs-core."
|
||||
17
.gitignore
vendored
Normal file
@@ -0,0 +1,17 @@
|
||||
.venv
|
||||
.vscode
|
||||
build
|
||||
|
||||
# documentation artifacts
|
||||
_build/
|
||||
_images/
|
||||
_static/
|
||||
_templates/
|
||||
_toc.yml
|
||||
docBin/
|
||||
_doxygen/
|
||||
_readthedocs/
|
||||
|
||||
# avoid duplicating contributing.md due to conf.py
|
||||
docs/contributing.md
|
||||
docs/release.md
|
||||
14
.readthedocs.yaml
Normal file
@@ -0,0 +1,14 @@
|
||||
# Read the Docs configuration file
|
||||
# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
|
||||
|
||||
version: 2
|
||||
|
||||
sphinx:
|
||||
configuration: docs/conf.py
|
||||
|
||||
formats: [htmlzip, pdf, epub]
|
||||
|
||||
python:
|
||||
version: "3.8"
|
||||
install:
|
||||
- requirements: docs/sphinx/requirements.txt
|
||||
29
.wordlist.txt
Normal file
@@ -0,0 +1,29 @@
|
||||
# isv_deployment_win
|
||||
ABI
|
||||
# gpu_aware_mpi
|
||||
DMA
|
||||
GDR
|
||||
HCA
|
||||
MPI
|
||||
MVAPICH
|
||||
Mellanox's
|
||||
NIC
|
||||
OFED
|
||||
OSU
|
||||
OpenFabrics
|
||||
PeerDirect
|
||||
RDMA
|
||||
UCX
|
||||
ib_core
|
||||
# linear algebra
|
||||
LAPACK
|
||||
MMA
|
||||
backends
|
||||
cuSOLVER
|
||||
cuSPARSE
|
||||
# tuning_guides
|
||||
BMC
|
||||
DGEMM
|
||||
HPCG
|
||||
HPL
|
||||
IOPM
|
||||
4420
CHANGELOG.md
Normal file
246
CONTRIBUTING.md
Normal file
@@ -0,0 +1,246 @@
|
||||
# Contributing to ROCm Docs
|
||||
|
||||
AMD values and encourages the ROCm community to contribute to our code and
|
||||
documentation. This repository is focused on ROCm documentation and this
|
||||
contribution guide describes the recommend method for creating and modifying our
|
||||
documentation.
|
||||
|
||||
While interacting with ROCm Documentation, we encourage you to be polite and
|
||||
respectful in your contributions, content or otherwise. Authors, maintainers of
|
||||
these docs act on good intentions and to the best of their knowledge.
|
||||
Keep that in mind while you engage. Should you have issues with contributing
|
||||
itself, refer to
|
||||
[discussions](https://github.com/RadeonOpenCompute/ROCm/discussions) on the
|
||||
GitHub repository.
|
||||
|
||||
## Supported Formats
|
||||
|
||||
Our documentation includes both markdown and rst files. Markdown is encouraged
|
||||
over rst due to the lower barrier to participation. GitHub flavored markdown is preferred
|
||||
for all submissions as it will render accurately on our GitHub repositories. For existing documentation,
|
||||
[MyST](https://myst-parser.readthedocs.io/en/latest/intro.html) markdown
|
||||
is used to implement certain features unsupported in GitHub markdown. This is
|
||||
not encouraged for new documentation. AMD will transition
|
||||
to stricter use of GitHub flavored markdown with a few caveats. ROCm documentation
|
||||
also uses [sphinx-design](https://sphinx-design.readthedocs.io/en/latest/index.html)
|
||||
in our markdown and rst files. We also will use breathe syntax for doxygen documentation
|
||||
in our markdown files. Other design elements for effective HTML rendering of the documents
|
||||
may be added to our markdown files. Please see
|
||||
[GitHub](https://docs.github.com/en/get-started/writing-on-github/getting-started-with-writing-and-formatting-on-github)'s
|
||||
guide on writing and formatting on GitHub as a starting point.
|
||||
|
||||
ROCm documentation adds additional requirements to markdown and rst based files
|
||||
as follows:
|
||||
|
||||
- Level one headers are only used for page titles. There must be only one level
|
||||
1 header per file for both Markdown and Restructured Text.
|
||||
- Pass [markdownlint](https://github.com/markdownlint/markdownlint) check via
|
||||
our automated github action on a Pull Request (PR).
|
||||
|
||||
## Filenames and folder structure
|
||||
|
||||
Please use snake case for file names. Our documentation follows pitchfork for
|
||||
folder structure. All documentation is in /docs except for special files like
|
||||
the contributing guide in the / folder. All images used in the documentation are
|
||||
place in the /docs/data folder.
|
||||
|
||||
## How to provide feedback for for ROCm documentation
|
||||
|
||||
There are three standard ways to provide feedback for this repository.
|
||||
|
||||
### Pull Request
|
||||
|
||||
All contributions to ROCm documentation should arrive via the
|
||||
[GitHub Flow](https://docs.github.com/en/get-started/quickstart/github-flow)
|
||||
targetting the develop branch of the repository. If you are unable to contribute
|
||||
via the GitHub Flow, feel free to email us. TODO, confirm email address.
|
||||
|
||||
### GitHub Issue
|
||||
|
||||
Issues on existing or absent docs can be filed as [GitHub issues
|
||||
](https://github.com/RadeonOpenCompute/ROCm/issues).
|
||||
|
||||
### Email Feedback
|
||||
|
||||
## Language and Style
|
||||
|
||||
Adopting Microsoft CPP-Docs guidelines for [Voice and Tone
|
||||
](https://github.com/MicrosoftDocs/cpp-docs/blob/main/styleguide/voice-tone.md).
|
||||
|
||||
ROCm documentation templates to be made public shortly. ROCm templates dictate
|
||||
the recommended structure and flow of the documentation. Guidelines on how to
|
||||
integrate figures, equations, and tables are all based off
|
||||
[MyST](https://myst-parser.readthedocs.io/en/latest/intro.html).
|
||||
|
||||
Font size and selection, page layout, white space control, and other formatting
|
||||
details are controlled via rocm-docs-core, sphinx extention. Please raise issues
|
||||
in rocm-docs-core for any formatting concerns and changes requested.
|
||||
|
||||
## Building Documentation
|
||||
|
||||
While contributing, one may build the documentation locally on the command-line
|
||||
or rely on Continuous Integration for previewing the resulting HTML pages in a
|
||||
browser.
|
||||
|
||||
### Command line documentation builds
|
||||
|
||||
Python versions known to build documentation:
|
||||
|
||||
- 3.8
|
||||
|
||||
To build the docs locally using Python Virtual Environment (`venv`), execute the
|
||||
following commands from the project root:
|
||||
|
||||
```sh
|
||||
python3 -mvenv .venv
|
||||
# Windows
|
||||
.venv/Scripts/python -m pip install -r docs/sphinx/requirements.txt
|
||||
.venv/Scripts/python -m sphinx -T -E -b html -d _build/doctrees -D language=en docs _build/html
|
||||
# Linux
|
||||
.venv/bin/python -m pip install -r docs/sphinx/requirements.txt
|
||||
.venv/bin/python -m sphinx -T -E -b html -d _build/doctrees -D language=en docs _build/html
|
||||
```
|
||||
|
||||
Then open up `_build/html/index.html` in your favorite browser.
|
||||
|
||||
### Pull Requests documentation builds
|
||||
|
||||
When opening a PR to the `develop` branch on GitHub, the page corresponding to
|
||||
the PR (`https://github.com/RadeonOpenCompute/ROCm/pull/<pr_number>`) will have
|
||||
a summary at the bottom. This requires the user be logged in to GitHub.
|
||||
|
||||
- There, click `Show all checks` and `Details` of the Read the Docs pipeline. It
|
||||
will take you to `https://readthedocs.com/projects/advanced-micro-devices-rocm/
|
||||
builds/<some_build_num>/`
|
||||
- The list of commands shown are the exact ones used by CI to produce a render
|
||||
of the documentation.
|
||||
- There, click on the small blue link `View docs` (which is not the same as the
|
||||
bigger button with the same text). It will take you to the built HTML site with
|
||||
a URL of the form `https://
|
||||
advanced-micro-devices-demo--<pr_number>.com.readthedocs.build/projects/alpha/en
|
||||
/<pr_number>/`.
|
||||
|
||||
### Build the docs using VS Code
|
||||
|
||||
One can put together a productive environment to author documentation and also
|
||||
test it locally using VS Code with only a handful of extensions. Even though the
|
||||
extension landscape of VS Code is ever changing, here is one example setup that
|
||||
proved useful at the time of writing. In it, one can change/add content, build a
|
||||
new version of the docs using a single VS Code Task (or hotkey), see all errors/
|
||||
warnings emitted by Sphinx in the Problems pane and immediately see the
|
||||
resulting website show up on a locally serving web server.
|
||||
|
||||
#### Configuring VS Code
|
||||
|
||||
1. Install the following extensions:
|
||||
|
||||
- Python (ms-python.python)
|
||||
- Live Server (ritwickdey.LiveServer)
|
||||
|
||||
2. Add the following entries in `.vscode/settings.json`
|
||||
|
||||
```json
|
||||
{
|
||||
"liveServer.settings.root": "/.vscode/build/html",
|
||||
"liveServer.settings.wait": 1000,
|
||||
"python.terminal.activateEnvInCurrentTerminal": true
|
||||
}
|
||||
```
|
||||
|
||||
The settings in order are set for the following reasons:
|
||||
- Sets the root of the output website for live previews. Must be changed
|
||||
alongside the `tasks.json` command.
|
||||
- Tells live server to wait with the update to give time for Sphinx to
|
||||
regenerate site contents and not refresh before all is don. (Empirical value)
|
||||
- Automatic virtual env activation is a nice touch, should you want to build
|
||||
the site from the integrated terminal.
|
||||
|
||||
3. Add the following tasks in `.vscode/tasks.json`
|
||||
|
||||
```json
|
||||
{
|
||||
"version": "2.0.0",
|
||||
"tasks": [
|
||||
{
|
||||
"label": "Build Docs",
|
||||
"type": "process",
|
||||
"windows": {
|
||||
"command": "${workspaceFolder}/.venv/Scripts/python.exe"
|
||||
},
|
||||
"command": "${workspaceFolder}/.venv/bin/python3",
|
||||
"args": [
|
||||
"-m",
|
||||
"sphinx",
|
||||
"-j",
|
||||
"auto",
|
||||
"-T",
|
||||
"-b",
|
||||
"html",
|
||||
"-d",
|
||||
"${workspaceFolder}/.vscode/build/doctrees",
|
||||
"-D",
|
||||
"language=en",
|
||||
"${workspaceFolder}/docs",
|
||||
"${workspaceFolder}/.vscode/build/html"
|
||||
],
|
||||
"problemMatcher": [
|
||||
{
|
||||
"owner": "sphinx",
|
||||
"fileLocation": "absolute",
|
||||
"pattern": {
|
||||
"regexp": "^(?:.*\\.{3}\\s+)?(\\/[^:]*|[a-zA-Z]:\\\\[^:]*):(\\d+):\\s+(WARNING|ERROR):\\s+(.*)$",
|
||||
"file": 1,
|
||||
"line": 2,
|
||||
"severity": 3,
|
||||
"message": 4
|
||||
},
|
||||
},
|
||||
{
|
||||
"owner": "sphinx",
|
||||
"fileLocation": "absolute",
|
||||
"pattern": {
|
||||
"regexp": "^(?:.*\\.{3}\\s+)?(\\/[^:]*|[a-zA-Z]:\\\\[^:]*):{1,2}\\s+(WARNING|ERROR):\\s+(.*)$",
|
||||
"file": 1,
|
||||
"severity": 2,
|
||||
"message": 3
|
||||
}
|
||||
}
|
||||
],
|
||||
"group": {
|
||||
"kind": "build",
|
||||
"isDefault": true
|
||||
}
|
||||
},
|
||||
],
|
||||
}
|
||||
```
|
||||
|
||||
> (Implementation detail: two problem matchers were needed to be defined,
|
||||
> because VS Code doesn't tolerate some problem information being potentially
|
||||
> absent. While a single regex could match all types of errors, if a capture
|
||||
> group remains empty (the line number doesn't show up in all warning/error
|
||||
> messages) but the `pattern` references said empty capture group, VS Code
|
||||
> discards the message completely.)
|
||||
|
||||
4. Configure Python virtual environment (venv)
|
||||
|
||||
- From the Command Palette, run `Python: Create Environment`
|
||||
- Select `venv` environment and the `docs/sphinx/requirements.txt` file.
|
||||
_(Simply pressing enter while hovering over the file from the dropdown is
|
||||
insufficient, one has to select the radio button with the 'Space' key if
|
||||
using the keyboard.)_
|
||||
|
||||
5. Build the docs
|
||||
|
||||
- Launch the default build Task using either:
|
||||
- a hotkey _(default is 'Ctrl+Shift+B')_ or
|
||||
- by issuing the `Tasks: Run Build Task` from the Command Palette.
|
||||
|
||||
6. Open the live preview
|
||||
|
||||
- Navigate to the output of the site within VS Code, right-click on
|
||||
`.vscode/build/html/index.html` and select `Open with Live Server`. The
|
||||
contents should update on every rebuild without having to refresh the
|
||||
browser.
|
||||
|
||||
<!-- markdownlint-restore -->
|
||||
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.
|
||||
921
README.md
@@ -1,900 +1,45 @@
|
||||
# AMD ROCm™ Platform - Powering Your GPU Computational Needs
|
||||
|
||||
# AMD ROCm™ v4.3.1 Point Release Notes
|
||||
ROCm™ is an open-source stack for GPU computation. ROCm is primarily Open-Source
|
||||
Software (OSS) that allows developers the freedom to customize and tailor their
|
||||
GPU software for their own needs while collaborating with a community of other
|
||||
developers, and helping each other find solutions in an agile, flexible, rapid
|
||||
and secure manner.
|
||||
|
||||
This document describes the features, fixed issues, and information about downloading and installing the AMD ROCm™ software.
|
||||
ROCm is a collection of drivers, development tools and APIs enabling GPU
|
||||
programming from the low-level kernel to end-user applications. ROCm is powered
|
||||
by AMD’s Heterogeneous-computing Interface for Portability (HIP), an OSS C++ GPU
|
||||
programming environment and its corresponding runtime. HIP allows ROCm
|
||||
developers to create portable applications on different platforms by deploying
|
||||
code on a range of platforms, from dedicated gaming GPUs to exascale HPC
|
||||
clusters. ROCm supports programming models such as OpenMP and OpenCL, and
|
||||
includes all the necessary OSS compilers, debuggers and libraries. ROCm is fully
|
||||
integrated into ML frameworks such as PyTorch and TensorFlow. ROCm can be
|
||||
deployed in many ways, including through the use of containers such as Docker,
|
||||
Spack, and your own build from source.
|
||||
|
||||
It also covers known issues in this release.
|
||||
ROCm’s goal is to allow our users to maximize their GPU hardware investment.
|
||||
ROCm is designed to help develop, test and deploy GPU accelerated HPC, AI,
|
||||
scientific computing, CAD, and other applications in a free, open-source,
|
||||
integrated and secure software ecosystem.
|
||||
|
||||
## List of Supported Operating Systems
|
||||
This repository contains the manifest file for ROCm™ releases, changelogs, and
|
||||
release information. The file default.xml contains information for all
|
||||
repositories and the associated commit used to build the current ROCm release.
|
||||
|
||||
The AMD ROCm platform supports the following operating systems:
|
||||
The default.xml file uses the repo Manifest format.
|
||||
|
||||

|
||||
## How to build documentation via Sphinx
|
||||
|
||||
```bash
|
||||
cd docs
|
||||
|
||||
## What\'s New in This Release
|
||||
pip3 install -r sphinx/requirements.txt
|
||||
|
||||
The ROCm v4.3.1 release consists of the following enhancements:
|
||||
|
||||
### Support for RHEL V8.4
|
||||
|
||||
This release extends support for RHEL v8.4.
|
||||
|
||||
### Support for SLES V15 Service Pack 3
|
||||
|
||||
This release extends support for SLES v15 SP3.
|
||||
|
||||
### Pass Manager Update
|
||||
|
||||
In the AMD ROCm 4.3.1 release, the ROCm compiler uses the legacy pass manager, by default, to provide a better performance experience with some workloads.
|
||||
|
||||
Previously, in ROCm v4.3, the default choice for the ROCm compiler was the new pass manager.
|
||||
|
||||
For more information about legacy and new pass managers, see http://llvm.org.
|
||||
|
||||
|
||||
## Known Issues in This Release
|
||||
|
||||
### General Userspace and Application Freeze on MI25
|
||||
|
||||
For some workloads on MI25, general user space and application freeze are observed, and the GPU resets intermittently. Note, the freeze may take hours to reproduce.
|
||||
|
||||
This issue is under active investigation, and no workarounds are available currently.
|
||||
|
||||
### hipRTC - File Not Found Error
|
||||
|
||||
hipRTC may fail, and users may encounter the following error:
|
||||
|
||||
|
||||
<built-in>:1:10: fatal error: '__clang_hip_runtime_wrapper.h' file not found
|
||||
#include "__clang_hip_runtime_wrapper.h"
|
||||
|
||||
|
||||
|
||||
#### Suggested Workarounds
|
||||
|
||||
* Set LLVM_PATH in the environment to <path to ROCm llvm>/llvm. Note, if ROCm is installed at the default location, then LLVM_PATH must be set to /opt/rocm/llvm.
|
||||
|
||||
* Add “-I <path to ROCm>/llvm/lib/clang/13.0.0/include/” to compiler options in the call to hiprtcCompileProgram (). Note, this workaround requires the following changes in the code:
|
||||
|
||||
|
||||
// set NUM_OPTIONS to one more than the number of options that was previously required
|
||||
const char* options[NUM_OPTIONS];
|
||||
// fill other options[] here
|
||||
std::string sarg = "-I/opt/rocm/llvm/lib/clang/13.0.0/include/";
|
||||
options[NUM_OPTIONS - 1] = sarg.c_str();
|
||||
hiprtcResult compileResult{hiprtcCompileProgram(prog, NUM_OPTIONS, options)};"
|
||||
|
||||
|
||||
|
||||
|
||||
# AMD ROCm™ v4.3 Release Notes
|
||||
|
||||
This document describes the features, fixed issues, and information about downloading and installing the AMD ROCm™ software. It also covers known issues and deprecations in this release.
|
||||
|
||||
- [Supported Operating Systems and Documentation Updates](#Supported-Operating-Systems-and-Documentation-Updates)
|
||||
* [Supported Operating Systems](#Supported-Operating-Systems)
|
||||
* [ROCm Installation Updates](#ROCm-Installation-Updates)
|
||||
* [AMD ROCm Documentation Updates](#AMD-ROCm-Documentation-Updates)
|
||||
|
||||
|
||||
- [What\'s New in This Release](#Whats-New-in-This-Release)
|
||||
* [HIP Enhancements](#HIP-Enhancements)
|
||||
* [ROCm Data Center Tool](#ROCm-Data-Center-Tool)
|
||||
* [ROCm Math and Communication Libraries](#ROCm-Math-and-Communication-Libraries)
|
||||
* [ROCProfiler Enhancements](#ROCProfiler-Enhancements)
|
||||
|
||||
- [Known Issues in This Release](#Known-Issues-in-This-Release)
|
||||
|
||||
- [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)
|
||||
|
||||
|
||||
|
||||
|
||||
## ROCm Installation Updates
|
||||
|
||||
### Supported Operating Systems
|
||||
|
||||
The AMD ROCm platform is designed to support the following operating systems:
|
||||
|
||||

|
||||
|
||||
|
||||
### Fresh Installation of AMD ROCM V4.3 Recommended
|
||||
|
||||
Complete uninstallation of previous ROCm versions is required before installing a new version of ROCm. **An upgrade from previous releases to AMD ROCm v4.3 is not supported**. For more information, refer to the AMD ROCm Installation Guide at
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html
|
||||
|
||||
**Note**: AMD ROCm release v3.3 or prior releases are not fully compatible with AMD ROCm v3.5 and higher versions. You must perform a fresh ROCm installation if you want to upgrade from AMD ROCm v3.3 or older to 3.5 or higher versions and vice-versa.
|
||||
|
||||
**Note**: *render* group is required only for Ubuntu v20.04. For all other ROCm supported operating systems, continue to use video group.
|
||||
|
||||
* For ROCm v3.5 and releases thereafter, the clinfo path is changed to /opt/rocm/opencl/bin/clinfo.
|
||||
|
||||
* For ROCm v3.3 and older releases, the clinfo path remains /opt/rocm/opencl/bin/x86_64/clinfo.
|
||||
|
||||
## ROCm Multi-Version Installation Update
|
||||
|
||||
With the AMD ROCm v4.3 release, the following ROCm multi-version installation changes apply:
|
||||
|
||||
The meta packages rocm-dkms<version> are now deprecated for multi-version ROCm installs. For example, rocm-dkms3.7.0, rocm-dkms3.8.0.
|
||||
|
||||
* Multi-version installation of ROCm should be performed by installing rocm-dev<version> using each of the desired ROCm versions. For example, rocm-dev3.7.0, rocm-dev3.8.0, rocm-dev3.9.0.
|
||||
|
||||
* The rock-dkms loadable kernel modules should be installed using a single rock-dkms package.
|
||||
|
||||
* ROCm v3.9 and above will not set any ldconfig entries for ROCm libraries for multi-version installation. Users must set LD_LIBRARY_PATH to load the ROCm library version of choice.
|
||||
|
||||
**NOTE**: The single version installation of the ROCm stack remains the same. The rocm-dkms package can be used for single version installs and is not deprecated at this time.
|
||||
|
||||
|
||||
## Support for Enviornment Modules
|
||||
|
||||
Environment modules are now supported. This enhancement in the ROCm v4.3 release enables users to switch between ROCm v4.2 and ROCm v4.3 easily and efficiently.
|
||||
|
||||
For more information about installing environment modules, refer to
|
||||
|
||||
https://modules.readthedocs.io/en/latest/
|
||||
|
||||
|
||||
|
||||
# AMD ROCm Documentation Updates
|
||||
|
||||
## AMD ROCm Installation Guide
|
||||
|
||||
The AMD ROCm Installation Guide in this release includes:
|
||||
|
||||
* Supported Environments
|
||||
|
||||
* Installation Instructions
|
||||
|
||||
* HIP Installation Instructions
|
||||
|
||||
For more information, refer to the ROCm documentation website at:
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/
|
||||
|
||||
|
||||
## AMD ROCm - HIP Documentation Updates
|
||||
|
||||
* HIP Programming Guide v4.3
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_HIP_Programming_Guide_v4.3.pdf
|
||||
|
||||
* HIP API Guide v4.3
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_HIP_API_Guide_v4.3.pdf
|
||||
|
||||
* HIP-Supported CUDA API Reference Guide v4.3
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_HIP_Supported_CUDA_API_Reference_Guide_v4.3.pdf
|
||||
|
||||
|
||||
* **NEW** - AMD ROCm Compiler Reference Guide v4.3
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_Compiler_Reference_Guide_v4.3.pdf
|
||||
|
||||
* HIP FAQ
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Programming_Guides/HIP-FAQ.html#hip-faq
|
||||
|
||||
|
||||
## ROCm Data Center User and API Guide
|
||||
|
||||
* ROCm Data Center Tool User Guide
|
||||
|
||||
- Prometheus (Grafana) Integration with Automatic Node Detection
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_ROCm_DataCenter_Tool_User_Guide_v4.3.pdf
|
||||
|
||||
* ROCm Data Center Tool API Guide
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_RDC_API_Guide_v4.3.pdf
|
||||
|
||||
|
||||
## ROCm SMI API Documentation Updates
|
||||
|
||||
* ROCm SMI API Guide
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_ROCm_SMI_Guide_v4.3.pdf
|
||||
|
||||
|
||||
## ROC Debugger User and API Guide
|
||||
|
||||
* ROC Debugger User Guide
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_ROCDebugger_User_Guide.pdf
|
||||
|
||||
* Debugger API Guide
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_ROCDebugger_API.pdf
|
||||
|
||||
|
||||
## General AMD ROCm Documentation Links
|
||||
|
||||
Access the following links for more information:
|
||||
|
||||
* For AMD ROCm documentation, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/
|
||||
|
||||
* For installation instructions on supped platforms, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html
|
||||
|
||||
* For AMD ROCm binary structure, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Software-Stack-for-AMD-GPU.html
|
||||
|
||||
|
||||
* For AMD ROCm Release History, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Current_Release_Notes/ROCm-Version-History.html
|
||||
|
||||
|
||||
|
||||
# What\'s New in This Release
|
||||
|
||||
## HIP Enhancements
|
||||
|
||||
### HIP Versioning Update
|
||||
|
||||
The HIP version definition is updated from the ROCm v4.2 release as follows:
|
||||
|
||||
```
|
||||
HIP_VERSION=HIP_VERSION_MAJOR * 10000000 + HIP_VERSION_MINOR * 100000 +
|
||||
HIP_VERSION_PATCH)
|
||||
python3 -m sphinx -T -E -b html -d _build/doctrees -D language=en . _build/html
|
||||
```
|
||||
|
||||
The HIP version can be queried from a HIP API call
|
||||
|
||||
|
||||
```
|
||||
hipRuntimeGetVersion(&runtimeVersion);
|
||||
```
|
||||
|
||||
**Note**: The version returned will be greater than the version in previous ROCm releases.
|
||||
|
||||
|
||||
### Support for Managed Memory Allocation
|
||||
|
||||
HIP now supports and automatically manages Heterogeneous Memory Management (HMM) allocation. The HIP application performs a capability check before making the managed memory API call hipMallocManaged.
|
||||
|
||||
**Note**: The _managed_ keyword is unsupported currently.
|
||||
|
||||
```
|
||||
int managed_memory = 0;
|
||||
HIPCHECK(hipDeviceGetAttribute(&managed_memory,
|
||||
hipDeviceAttributeManagedMemory,p_gpuDevice));
|
||||
if (!managed_memory ) {
|
||||
printf ("info: managed memory access not supported on the device %d\n Skipped\n", p_gpuDevice);
|
||||
}
|
||||
else {
|
||||
HIPCHECK(hipSetDevice(p_gpuDevice));
|
||||
HIPCHECK(hipMallocManaged(&Hmm, N * sizeof(T)));
|
||||
. . .
|
||||
}
|
||||
```
|
||||
|
||||
### Kernel Enqueue Serialization
|
||||
|
||||
Developers can control kernel command serialization from the host using the following environment variable,
|
||||
AMD_SERIALIZE_KERNEL
|
||||
|
||||
* AMD_SERIALIZE_KERNEL = 1, Wait for completion before enqueue,
|
||||
|
||||
* AMD_SERIALIZE_KERNEL = 2, Wait for completion after enqueue,
|
||||
|
||||
* AMD_SERIALIZE_KERNEL = 3, Both.
|
||||
|
||||
This environment variable setting enables HIP runtime to wait for GPU idle before/after any GPU command.
|
||||
|
||||
|
||||
### NUMA-aware Host Memory Allocation
|
||||
|
||||
The Non-Uniform Memory Architecture (NUMA) policy determines how memory is allocated and selects a CPU closest to each GPU.
|
||||
|
||||
NUMA also measures the distance between the GPU and CPU devices. By default, each GPU selects a Numa CPU node that has the least NUMA distance between them; the host memory is automatically allocated closest to the memory pool of the NUMA node of the current GPU device.
|
||||
|
||||
Note, using the *hipSetDevice* API with a different GPU provides access to the host allocation. However, it may have a longer NUMA distance.
|
||||
|
||||
|
||||
### New Atomic System Scope Atomic Operations
|
||||
|
||||
HIP now provides new APIs with _system as a suffix to support system scope atomic operations. For example, atomicAnd atomic is dedicated to the GPU device, and atomicAnd_system allows developers to extend the atomic operation to system scope from the GPU device to other CPUs and GPU devices in the system.
|
||||
|
||||
For more information, refer to the HIP Programming Guide at,
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_HIP_Programming_Guide_v4.3.pdf
|
||||
|
||||
### Indirect Function Call and C++ Virtual Functions
|
||||
|
||||
While the new release of the ROCm compiler supports indirect function calls and C++ virtual functions on a device, there are some known limitations and issues.
|
||||
|
||||
**Limitations**
|
||||
|
||||
* An address to a function is device specific. Note, a function address taken on the host can not be used on a device, and a function address taken on a device can not be used on the host. On a system with multiple devices, an address taken on one device can not be used on a different device.
|
||||
|
||||
* C++ virtual functions only work on the device where the object was constructed.
|
||||
|
||||
* Indirect call to a device function with function scope shared memory allocation is not supported. For example, LDS.
|
||||
|
||||
* Indirect call to a device function defined in a source file different than the calling function/kernel is only supported when compiling the entire program with -fgpu-rdc.
|
||||
|
||||
**Known Issues in This Release**
|
||||
|
||||
* Programs containing kernels with different launch bounds may crash when making an indirect function call. This issue is due to a compiler issue miscalculating the register budget for the callee function.
|
||||
|
||||
* Programs may not work correctly when making an indirect call to a function that uses more resources. For example, scratch memory, shared memory, registers made available by the caller.
|
||||
|
||||
* Compiling a program with objects with pure or deleted virtual functions on the device will result in a linker error. This issue is due to the missing implementation of some C++ runtime functions on the device.
|
||||
|
||||
* Constructing an object with virtual functions in private or shared memory may crash the program due to a compiler issue when generating code for the constructor.
|
||||
|
||||
|
||||
## ROCm Data Center Tool
|
||||
|
||||
### Prometheus (Grafana) Integration with Automatic Node Detection
|
||||
|
||||
The ROCm Data Center (RDC) tool enables you to use Consul to discover the rdc_prometheus service automatically. Consul is “a service mesh solution providing a full-featured control plane with service discovery, configuration, and segmentation functionality.” For more information, refer to their website at https://www.consul.io/docs/intro.
|
||||
|
||||
The ROCm Data Center Tool uses Consul for health checks of RDC’s integration with the Prometheus plug-in (rdc_prometheus), and these checks provide information on its efficiency.
|
||||
|
||||
Previously, when a new compute node was added, users had to change prometheus_targets.json to use Consul manually. Now, with the Consul agent integration, a new compute node can be discovered automatically.
|
||||
|
||||
https://github.com/RadeonOpenCompute/ROCm/blob/master/AMD_ROCm_DataCenter_Tool_User_Guide_v4.3.pdf
|
||||
|
||||
### Coarse Grain Utilization
|
||||
|
||||
This feature provides a counter that displays the coarse grain GPU usage information, as shown below.
|
||||
|
||||
Sample output
|
||||
|
||||
```
|
||||
$ rocm_smi.py --showuse
|
||||
============================== % time GPU is busy =============================
|
||||
GPU[0] : GPU use (%): 0
|
||||
GPU[0] : GFX Activity: 3401
|
||||
```
|
||||
|
||||
|
||||
### Add 64-bit Energy Accumulator In-band
|
||||
|
||||
This feature provides an average value of energy consumed over time in a free-flowing RAPL counter, a 64-bit Energy Accumulator.
|
||||
|
||||
Sample output
|
||||
|
||||
```
|
||||
$ rocm_smi.py --showenergycounter
|
||||
=============================== Consumed Energy ================================
|
||||
GPU[0] : Energy counter: 2424868
|
||||
GPU[0] : Accumulated Energy (uJ): 0.0
|
||||
|
||||
```
|
||||
|
||||
### Support for Continuous Clocks Values
|
||||
|
||||
ROCm SMI will support continuous clock values instead of the previous discrete levels. Moving forward the updated sysfs file will consist of only MIN and MAX values and the user can set the clock value in the given range.
|
||||
|
||||
Sample output:
|
||||
|
||||
```
|
||||
$ rocm_smi.py --setsrange 551 1270
|
||||
Do you accept these terms? [y/N] y
|
||||
============================= Set Valid sclk Range=======
|
||||
GPU[0] : Successfully set sclk from 551(MHz) to 1270(MHz)
|
||||
GPU[1] : Successfully set sclk from 551(MHz) to 1270(MHz)
|
||||
=========================================================================
|
||||
|
||||
$ rocm_smi.py --showsclkrange
|
||||
============================ Show Valid sclk Range======
|
||||
|
||||
GPU[0] : Valid sclk range: 551Mhz - 1270Mhz
|
||||
GPU[1] : Valid sclk range: 551Mhz - 1270Mhz
|
||||
```
|
||||
|
||||
### Memory Utilization Counters
|
||||
|
||||
This feature provides a counter display memory utilization information as shown below.
|
||||
|
||||
Sample output
|
||||
|
||||
```
|
||||
$ rocm_smi.py --showmemuse
|
||||
========================== Current Memory Use ==============================
|
||||
|
||||
GPU[0] : GPU memory use (%): 0
|
||||
GPU[0] : Memory Activity: 0
|
||||
```
|
||||
|
||||
### Performance Determinism
|
||||
|
||||
ROCm SMI supports performance determinism as a unique mode of operation. Performance variations are minimal as this enhancement allows users to control the entry and exit to set a soft maximum (ceiling) for the GFX clock.
|
||||
|
||||
Sample output
|
||||
|
||||
```
|
||||
$ rocm_smi.py --setperfdeterminism 650
|
||||
cat pp_od_clk_voltage
|
||||
GFXCLK:
|
||||
0: 500Mhz
|
||||
1: 650Mhz *
|
||||
2: 1200Mhz
|
||||
$ rocm_smi.py --resetperfdeterminism
|
||||
```
|
||||
|
||||
**Note**: The idle clock will not take up higher clock values if no workload is running. After enabling determinism, users can run a GFX workload to set performance determinism to the desired clock value in the valid range.
|
||||
|
||||
* GFX clock could either be less than or equal to the max value set in this mode. GFX clock will be at the max clock set in this mode only when required by the running workload.
|
||||
|
||||
* VDDGFX will be higher by an offset (75mv or so based on PPTable) in the determinism mode.
|
||||
|
||||
### HBM Temperature Metric Per Stack
|
||||
|
||||
This feature will enable ROCm SMI to report all HBM temperature values as shown below.
|
||||
|
||||
Sample output
|
||||
|
||||
```
|
||||
$ rocm_smi.py –showtemp
|
||||
================================= Temperature =================================
|
||||
GPU[0] : Temperature (Sensor edge) (C): 29.0
|
||||
GPU[0] : Temperature (Sensor junction) (C): 36.0
|
||||
GPU[0] : Temperature (Sensor memory) (C): 45.0
|
||||
GPU[0] : Temperature (Sensor HBM 0) (C): 43.0
|
||||
GPU[0] : Temperature (Sensor HBM 1) (C): 42.0
|
||||
GPU[0] : Temperature (Sensor HBM 2) (C): 44.0
|
||||
GPU[0] : Temperature (Sensor HBM 3) (C): 45.0
|
||||
```
|
||||
|
||||
|
||||
## ROCm Math and Communication Libraries
|
||||
|
||||
### rocBLAS
|
||||
|
||||
**Optimizations**
|
||||
|
||||
* Improved performance of non-batched and batched rocblas_Xgemv for gfx908 when m <= 15000 and n <= 15000
|
||||
|
||||
* Improved performance of non-batched and batched rocblas_sgemv and rocblas_dgemv for gfx906 when m <= 6000 and n <= 6000
|
||||
|
||||
* Improved the overall performance of non-batched and batched rocblas_cgemv for gfx906
|
||||
|
||||
* Improved the overall performance of rocblas_Xtrsv
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocblas.readthedocs.io/en/master/
|
||||
|
||||
|
||||
### rocRAND
|
||||
|
||||
**Enhancements**
|
||||
|
||||
* gfx90a support added
|
||||
|
||||
* gfx1030 support added
|
||||
|
||||
* gfx803 supported re-enabled
|
||||
|
||||
**Fixed**
|
||||
|
||||
* Memory leaks in Poisson tests has been fixed.
|
||||
|
||||
* Memory leaks when generator has been created but setting seed/offset/dimensions display an exception has been fixed.
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocrand.readthedocs.io/en/latest/
|
||||
|
||||
|
||||
### rocSOLVER
|
||||
|
||||
**Enhancements**
|
||||
|
||||
Linear solvers for general non-square systems:
|
||||
|
||||
* GELS now supports underdetermined and transposed cases
|
||||
|
||||
* Inverse of triangular matrices
|
||||
|
||||
* TRTRI (with batched and strided_batched versions)
|
||||
|
||||
* Out-of-place general matrix inversion
|
||||
|
||||
* GETRI_OUTOFPLACE (with batched and strided_batched versions)
|
||||
|
||||
* Argument names for the benchmark client now match argument names from the public API
|
||||
|
||||
**Fixed Issues**
|
||||
|
||||
* Known issues with Thin-SVD. The problem was identified in the test specification, not in the thin-SVD implementation or the rocBLAS gemm_batched routines.
|
||||
|
||||
* Benchmark client longer crashes as a result of leading dimension or stride arguments not being provided on the command line.
|
||||
|
||||
**Optimizations**
|
||||
|
||||
* Improved general performance of matrix inversion (GETRI)
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocsolver.readthedocs.io/en/latest/
|
||||
|
||||
|
||||
### rocSPARSE
|
||||
|
||||
**Enhancements**
|
||||
|
||||
* (batched) tridiagonal solver with and without pivoting
|
||||
|
||||
* dense matrix sparse vector multiplication (gemvi)
|
||||
|
||||
* support for gfx90a
|
||||
|
||||
* sampled dense-dense matrix multiplication (sddmm)
|
||||
|
||||
**Improvements**
|
||||
|
||||
* client matrix download mechanism
|
||||
|
||||
* boost dependency in clients removed
|
||||
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocsparse.readthedocs.io/en/latest/usermanual.html#rocsparse-gebsrmv
|
||||
|
||||
|
||||
### hipBLAS
|
||||
|
||||
**Enhancements**
|
||||
|
||||
* Added *hipblasStatusToString*
|
||||
|
||||
**Fixed**
|
||||
|
||||
* Added catch() blocks around API calls to prevent the leak of C++ exceptions
|
||||
|
||||
|
||||
### rocFFT
|
||||
|
||||
**Changes**
|
||||
|
||||
* Re-split device code into single-precision, double-precision, and miscellaneous kernels.
|
||||
|
||||
**Fixed Issues**
|
||||
|
||||
* double-precision planar->planar transpose.
|
||||
|
||||
* 3D transforms with unusual strides, for SBCC-optimized sizes.
|
||||
|
||||
* Improved buffer placement logic.
|
||||
|
||||
For more information, refer to
|
||||
|
||||
https://rocfft.readthedocs.io/en/rocm-4.3.0/
|
||||
|
||||
|
||||
### hipFFT
|
||||
|
||||
**Fixed Issues**
|
||||
|
||||
* CMAKE updates
|
||||
|
||||
* Added callback API in hipfftXt.h header.
|
||||
|
||||
|
||||
### rocALUTION
|
||||
|
||||
**Enhancements**
|
||||
|
||||
* Support for gfx90a target
|
||||
|
||||
* Support for gfx1030 target
|
||||
|
||||
**Improvements**
|
||||
|
||||
* Install script
|
||||
|
||||
For more information, refer to
|
||||
|
||||
### rocTHRUST
|
||||
|
||||
**Enhancements**
|
||||
|
||||
* Updated to match upstream Thrust 1.11
|
||||
|
||||
* gfx90a support added
|
||||
|
||||
* gfx803 support re-enabled
|
||||
|
||||
hipCUB
|
||||
|
||||
Enhancements
|
||||
|
||||
* DiscardOutputIterator to backend header
|
||||
|
||||
|
||||
## ROCProfiler Enhancements
|
||||
|
||||
### Tracing Multiple MPI Ranks
|
||||
|
||||
When tracing multiple MPI ranks in ROCm v4.3, users must use the form:
|
||||
|
||||
```
|
||||
mpirun ... <mpi args> ... rocprof ... <rocprof args> ... application ... <application args>
|
||||
|
||||
```
|
||||
|
||||
**NOTE**: This feature differs from ROCm v4.2 (and lower), which used "rocprof ... mpirun ... application".
|
||||
|
||||
This change was made to enable ROCProfiler to handle process forking better and launching via mpirun (and related) executables.
|
||||
|
||||
From a user perspective, this new execution mode requires:
|
||||
|
||||
1. Generation of trace data per MPI (or process) rank.
|
||||
|
||||
2. Use of a new ["merge_traces.sh" utility script](https://github.com/ROCm-Developer-Tools/rocprofiler/blob/rocm-4.3.x/bin/merge_traces.sh) to combine traces from multiple processes into a unified trace for profiling.
|
||||
|
||||
For example, to accomplish step #1, ROCm provides a simple bash wrapper that demonstrates how to generate a unique output directory per process:
|
||||
|
||||
```
|
||||
$ cat wrapper.sh
|
||||
#! /usr/bin/env bash
|
||||
if [[ -n ${OMPI_COMM_WORLD_RANK+z} ]]; then
|
||||
# mpich
|
||||
export MPI_RANK=${OMPI_COMM_WORLD_RANK}
|
||||
elif [[ -n ${MV2_COMM_WORLD_RANK+z} ]]; then
|
||||
# ompi
|
||||
export MPI_RANK=${MV2_COMM_WORLD_RANK}
|
||||
fi
|
||||
args="$*"
|
||||
pid="$$"
|
||||
outdir="rank_${pid}_${MPI_RANK}"
|
||||
outfile="results_${pid}_${MPI_RANK}.csv"
|
||||
eval "rocprof -d ${outdir} -o ${outdir}/${outfile} $*"
|
||||
```
|
||||
|
||||
This script:
|
||||
|
||||
* Determines the global MPI rank (implemented here for OpenMPI and MPICH only)
|
||||
|
||||
* Determines the process id of the MPI rank
|
||||
|
||||
* Generates a unique output directory using the two
|
||||
|
||||
To invoke this wrapper, use the following command:
|
||||
|
||||
```
|
||||
mpirun <mpi args> ./wrapper.sh --hip-trace <application> <args>
|
||||
```
|
||||
|
||||
This generates an output directory for each used MPI rank. For example,
|
||||
|
||||
```
|
||||
$ ls -ld rank_* | awk {'print $5" "$9'}
|
||||
4096 rank_513555_0
|
||||
4096 rank_513556_1
|
||||
```
|
||||
|
||||
Finally, these traces may be combined using the [merge traces script](https://github.com/ROCm-Developer-Tools/rocprofiler/blob/rocm-4.3.x/bin/merge_traces.sh). For example,
|
||||
|
||||
```
|
||||
$ ./merge_traces.sh -h
|
||||
Script for aggregating results from multiple rocprofiler out directries.
|
||||
Full path: /opt/rocm/bin/merge_traces.sh
|
||||
Usage:
|
||||
merge_traces.sh -o <outputdir> [<inputdir>...]
|
||||
```
|
||||
|
||||
Use the following input arguments to the merge_traces.sh script to control which traces are merged and where the resulting merged trace is saved.
|
||||
|
||||
* -o <*outputdir*> - output directory where the results are aggregated.
|
||||
|
||||
* <*inputdir*>... - space-separated list of rocprofiler directories. If not specified, CWD is used.
|
||||
|
||||
For example, if an output directory named "unified" was supplied to the `merge_traces.sh` script, the file 'unified/results.json' will be generated, and the contains trace data from both MPI ranks.
|
||||
|
||||
Known issue for ROCProfiler
|
||||
|
||||
Collecting several counter collection passes (multiple "pmc:" lines in an counter input file) is not supported in a single run.
|
||||
The workaround is to break the multiline counter input file into multiple single-line counter input files and execute runs.
|
||||
|
||||
|
||||
# Known Issues in This Release
|
||||
|
||||
The following are the known issues in this release.
|
||||
|
||||
## Upgrade to AMD ROCm v4.3 Not Supported
|
||||
|
||||
An upgrade from previous releases to AMD ROCm v4.2 is not supported. Complete uninstallation of previous ROCm versions is required before installing a new version of ROCm.
|
||||
|
||||
## _LAUNCH BOUNDS_Ignored During Kernel Launch
|
||||
|
||||
The HIP runtime returns the hipErrorLaunchFailure error code when an application tries to launch kernel with a block size larger than the launch bounds mentioned during compile time. If no launch bounds were specified during the compile time, the default value of 1024 is assumed. Refer to the HIP trace for more information about the failing kernel. A sample error in the trace is shown below:
|
||||
|
||||
Snippet of the HIP trace
|
||||
|
||||
```
|
||||
:3:devprogram.cpp :2504: 2227377746776 us: Using Code Object V4.
|
||||
:3:hip_module.cpp :361 : 2227377768546 us: 7670 : [7f7c6eddd180] ihipModuleLaunchKernel ( 0x0x16fe080, 2048, 1, 1, 1024, 1, 1, 0, stream:<null>, 0x7ffded8ad260, char array:<null>, event:0, event:0, 0, 0 )
|
||||
:1:hip_module.cpp :254 : 2227377768572 us: Launch params (1024, 1, 1) are larger than launch bounds (64) for kernel _Z8MyKerneliPd
|
||||
:3:hip_platform.cpp :667 : 2227377768577 us: 7670 : [7f7c6eddd180] ihipLaunchKernel: Returned hipErrorLaunchFailure :
|
||||
:3:hip_module.cpp :493 : 2227377768581 us: 7670 : [7f7c6eddd180] hipLaunchKernel: Returned hipErrorLaunchFailure :
|
||||
```
|
||||
|
||||
There is no known workaround at this time.
|
||||
|
||||
## PYCACHE Folder Exists After ROCM SMI Library Uninstallation
|
||||
|
||||
Users may observe that the /opt/rocm-x/bin/__pycache__ folder continues to exist even after the rocm_smi_lib uninstallation.
|
||||
Workaround: Delete the /opt/rocm-x/bin/__pycache__ folder manually before uninstalling rocm_smi_lib.
|
||||
|
||||
|
||||
# Deploying ROCm
|
||||
|
||||
AMD hosts both Debian and RPM repositories for the ROCm packages.
|
||||
|
||||
For more information on ROCM installation on all platforms, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html
|
||||
|
||||
|
||||
# Machine Learning and High Performance Computing Software Stack for AMD GPU
|
||||
|
||||
For an updated version of the software stack for AMD GPU, see
|
||||
|
||||
https://rocmdocs.amd.com/en/latest/Installation_Guide/Installation-Guide.html#software-stack-for-amd-gpu
|
||||
|
||||
|
||||
|
||||
# Hardware and Software Support
|
||||
ROCm is focused on using AMD GPUs to accelerate computational tasks such as machine learning, engineering workloads, and scientific computing.
|
||||
In order to focus our development efforts on these domains of interest, ROCm supports a targeted set of hardware configurations which are detailed further in this section.
|
||||
|
||||
**Note:** The AMD ROCm™ open software platform is a compute stack for headless system deployments. GUI-based software applications are currently not supported.
|
||||
|
||||
#### Supported GPUs
|
||||
Because the ROCm Platform has a focus on particular computational domains, we offer official support for a selection of AMD GPUs that are designed to offer good performance and price in these domains.
|
||||
|
||||
**Note:** The integrated GPUs of Ryzen are not officially supported targets for ROCm.
|
||||
|
||||
ROCm officially supports AMD GPUs that use following chips:
|
||||
|
||||
* GFX9 GPUs
|
||||
|
||||
- "Vega 10" chips, such as on the AMD Radeon RX Vega 64 and Radeon Instinct MI25
|
||||
|
||||
- "Vega 7nm" chips, such as on the Radeon Instinct MI50, Radeon Instinct MI60 or AMD Radeon VII, Radeon Pro VII
|
||||
|
||||
* CDNA GPUs
|
||||
|
||||
- MI100 chips such as on the AMD Instinct™ MI100
|
||||
|
||||
|
||||
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
|
||||
Some of this software may work with more GPUs than the "officially supported" list above, though AMD does not make any official claims of support for these devices on the ROCm software platform.
|
||||
|
||||
The following list of GPUs are enabled in the ROCm software, though full support is not guaranteed:
|
||||
|
||||
* GFX8 GPUs
|
||||
* "Polaris 11" chips, such as on the AMD Radeon RX 570 and Radeon Pro WX 4100
|
||||
* "Polaris 12" chips, such as on the AMD Radeon RX 550 and Radeon RX 540
|
||||
* GFX7 GPUs
|
||||
* "Hawaii" chips, such as the AMD Radeon R9 390X and FirePro W9100
|
||||
|
||||
As described in the next section, GFX8 GPUs require PCI Express 3.0 (PCIe 3.0) with support for PCIe atomics. This requires both CPU and motherboard support. GFX9 GPUs require PCIe 3.0 with support for PCIe atomics by default, but they can operate in most cases without this capability.
|
||||
|
||||
The integrated GPUs in AMD APUs are not officially supported targets for ROCm.
|
||||
As described [below](#limited-support), "Carrizo", "Bristol Ridge", and "Raven Ridge" APUs are enabled in our upstream drivers and the ROCm OpenCL runtime.
|
||||
However, they are not enabled in the HIP runtime, and may not work due to motherboard or OEM hardware limitations.
|
||||
As such, they are not yet officially supported targets for ROCm.
|
||||
|
||||
For a more detailed list of hardware support, please see [the following documentation](https://en.wikipedia.org/wiki/List_of_AMD_graphics_processing_units).
|
||||
|
||||
#### Supported CPUs
|
||||
As described above, GFX8 GPUs require PCIe 3.0 with PCIe atomics in order to run ROCm.
|
||||
In particular, the CPU and every active PCIe point between the CPU and GPU require support for PCIe 3.0 and PCIe atomics.
|
||||
The CPU root must indicate PCIe AtomicOp Completion capabilities and any intermediate switch must indicate PCIe AtomicOp Routing capabilities.
|
||||
|
||||
Current CPUs which support PCIe Gen3 + PCIe Atomics are:
|
||||
|
||||
* AMD Ryzen CPUs
|
||||
* The CPUs in AMD Ryzen APUs
|
||||
* AMD Ryzen Threadripper CPUs
|
||||
* AMD EPYC CPUs
|
||||
* Intel Xeon E7 v3 or newer CPUs
|
||||
* Intel Xeon E5 v3 or newer CPUs
|
||||
* Intel Xeon E3 v3 or newer CPUs
|
||||
* Intel Core i7 v4, Core i5 v4, Core i3 v4 or newer CPUs (i.e. Haswell family or newer)
|
||||
* Some Ivy Bridge-E systems
|
||||
|
||||
Beginning with ROCm 1.8, GFX9 GPUs (such as Vega 10) no longer require PCIe atomics.
|
||||
We have similarly opened up more options for number of PCIe lanes.
|
||||
GFX9 GPUs can now be run on CPUs without PCIe atomics and on older PCIe generations, such as PCIe 2.0.
|
||||
This is not supported on GPUs below GFX9, e.g. GFX8 cards in the Fiji and Polaris families.
|
||||
|
||||
If you are using any PCIe switches in your system, please note that PCIe Atomics are only supported on some switches, such as Broadcom PLX.
|
||||
When you install your GPUs, make sure you install them in a PCIe 3.1.0 x16, x8, x4, or x1 slot attached either directly to the CPU's Root I/O controller or via a PCIe switch directly attached to the CPU's Root I/O controller.
|
||||
|
||||
In our experience, many issues stem from trying to use consumer motherboards which provide physical x16 connectors that are electrically connected as e.g. PCIe 2.0 x4, PCIe slots connected via the Southbridge PCIe I/O controller, or PCIe slots connected through a PCIe switch that does
|
||||
not support PCIe atomics.
|
||||
|
||||
If you attempt to run ROCm on a system without proper PCIe atomic support, you may see an error in the kernel log (`dmesg`):
|
||||
```
|
||||
kfd: skipped device 1002:7300, PCI rejects atomics
|
||||
```
|
||||
|
||||
Experimental support for our Hawaii (GFX7) GPUs (Radeon R9 290, R9 390, FirePro W9100, S9150, S9170)
|
||||
does not require or take advantage of PCIe Atomics. However, we still recommend that you use a CPU
|
||||
from the list provided above for compatibility purposes.
|
||||
|
||||
#### Not supported or limited support under ROCm
|
||||
|
||||
##### Limited support
|
||||
|
||||
* ROCm 4.x should support PCIe 2.0 enabled CPUs such as the AMD Opteron, Phenom, Phenom II, Athlon, Athlon X2, Athlon II and older Intel Xeon and Intel Core Architecture and Pentium CPUs. However, we have done very limited testing on these configurations, since our test farm has been catering to CPUs listed above. This is where we need community support. _If you find problems on such setups, please report these issues_.
|
||||
* Thunderbolt 1, 2, and 3 enabled breakout boxes should now be able to work with ROCm. Thunderbolt 1 and 2 are PCIe 2.0 based, and thus are only supported with GPUs that do not require PCIe 3.1.0 atomics (e.g. Vega 10). However, we have done no testing on this configuration and would need community support due to limited access to this type of equipment.
|
||||
* AMD "Carrizo" and "Bristol Ridge" APUs are enabled to run OpenCL, but do not yet support HIP or our libraries built on top of these compilers and runtimes.
|
||||
* As of ROCm 2.1, "Carrizo" and "Bristol Ridge" require the use of upstream kernel drivers.
|
||||
* In addition, various "Carrizo" and "Bristol Ridge" platforms may not work due to OEM and ODM choices when it comes to key configurations parameters such as inclusion of the required CRAT tables and IOMMU configuration parameters in the system BIOS.
|
||||
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
|
||||
* AMD "Raven Ridge" APUs are enabled to run OpenCL, but do not yet support HIP or our libraries built on top of these compilers and runtimes.
|
||||
* As of ROCm 2.1, "Raven Ridge" requires the use of upstream kernel drivers.
|
||||
* In addition, various "Raven Ridge" platforms may not work due to OEM and ODM choices when it comes to key configurations parameters such as inclusion of the required CRAT tables and IOMMU configuration parameters in the system BIOS.
|
||||
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
|
||||
|
||||
##### Not supported
|
||||
|
||||
* "Tonga", "Iceland", "Vega M", and "Vega 12" GPUs are not supported.
|
||||
* We do not support GFX8-class GPUs (Fiji, Polaris, etc.) on CPUs that do not have PCIe 3.0 with PCIe atomics.
|
||||
* As such, we do not support AMD Carrizo and Kaveri APUs as hosts for such GPUs.
|
||||
* Thunderbolt 1 and 2 enabled GPUs are not supported by GFX8 GPUs on ROCm. Thunderbolt 1 & 2 are based on PCIe 2.0.
|
||||
|
||||
In the default ROCm configuration, GFX8 and GFX9 GPUs require PCI Express 3.0 with PCIe atomics. The ROCm platform leverages these advanced capabilities to allow features such as user-level submission of work from the host to the GPU. This includes PCIe atomic Fetch and Add, Compare and Swap, Unconditional Swap, and AtomicOp Completion.
|
||||
|
||||
#### ROCm support in upstream Linux kernels
|
||||
|
||||
As of ROCm 1.9.0, the ROCm user-level software is compatible with the AMD drivers in certain upstream Linux kernels.
|
||||
As such, users have the option of either using the ROCK kernel driver that are part of AMD's ROCm repositories or using the upstream driver and only installing ROCm user-level utilities from AMD's ROCm repositories.
|
||||
|
||||
These releases of the upstream Linux kernel support the following GPUs in ROCm:
|
||||
* 4.17: Fiji, Polaris 10, Polaris 11
|
||||
* 4.18: Fiji, Polaris 10, Polaris 11, Vega10
|
||||
* 4.20: Fiji, Polaris 10, Polaris 11, Vega10, Vega 7nm
|
||||
|
||||
The upstream driver may be useful for running ROCm software on systems that are not compatible with the kernel driver available in AMD's repositories.
|
||||
For users that have the option of using either AMD's or the upstreamed driver, there are various tradeoffs to take into consideration:
|
||||
|
||||
| | Using AMD's `rock-dkms` package | Using the upstream kernel driver |
|
||||
| ---- | ------------------------------------------------------------| ----- |
|
||||
| Pros | More GPU features, and they are enabled earlier | Includes the latest Linux kernel features |
|
||||
| | Tested by AMD on supported distributions | May work on other distributions and with custom kernels |
|
||||
| | Supported GPUs enabled regardless of kernel version | |
|
||||
| | Includes the latest GPU firmware | |
|
||||
| Cons | May not work on all Linux distributions or versions | Features and hardware support varies depending on kernel version |
|
||||
| | Not currently supported on kernels newer than 5.4 | Limits GPU's usage of system memory to 3/8 of system memory (before 5.6). For 5.6 and beyond, both DKMS and upstream kernels allow use of 15/16 of system memory. |
|
||||
| | | IPC and RDMA capabilities are not yet enabled |
|
||||
| | | Not tested by AMD to the same level as `rock-dkms` package |
|
||||
| | | Does not include most up-to-date firmware |
|
||||
|
||||
|
||||
# Disclaimer
|
||||
|
||||
AMD®, the AMD Arrow logo, AMD Instinct™, Radeon™, ROCm® and combinations thereof are trademarks of Advanced Micro Devices, Inc.
|
||||
|
||||
Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries.
|
||||
|
||||
PCIe® is a registered trademark of PCI-SIG Corporation. Other product names used in this publication are for identification purposes only and may be trademarks of their respective companies.
|
||||
|
||||
Google® is a registered trademark of Google LLC.
|
||||
|
||||
Ubuntu and the Ubuntu logo are registered trademarks of Canonical Ltd.
|
||||
|
||||
Other product names used in this publication are for identification purposes only and may be trademarks of their respective companies.
|
||||
## Older ROCm™ Releases
|
||||
|
||||
For release information for older ROCm™ releases, refer to
|
||||
[CHANGELOG](./CHANGELOG.md).
|
||||
|
||||
693
RELEASE.md
Normal file
@@ -0,0 +1,693 @@
|
||||
# Release Notes
|
||||
<!-- Do not edit this file! This file is autogenerated with -->
|
||||
<!-- tools/autotag/tag_script.py -->
|
||||
|
||||
<!-- Disable lints since this is an auto-generated file. -->
|
||||
<!-- markdownlint-disable blanks-around-headers -->
|
||||
<!-- markdownlint-disable no-duplicate-header -->
|
||||
<!-- markdownlint-disable no-blanks-blockquote -->
|
||||
<!-- markdownlint-disable ul-indent -->
|
||||
<!-- markdownlint-disable no-trailing-spaces -->
|
||||
|
||||
<!-- spellcheck-disable -->
|
||||
|
||||
The release notes for the ROCm platform.
|
||||
|
||||
-------------------
|
||||
|
||||
## ROCm 5.5.0
|
||||
<!-- markdownlint-disable first-line-h1 -->
|
||||
<!-- markdownlint-disable no-duplicate-header -->
|
||||
### What's New in This Release
|
||||
|
||||
#### HIP Enhancements
|
||||
|
||||
The ROCm v5.5 release consists of the following HIP enhancements:
|
||||
|
||||
##### Enhanced Stack Size Limit
|
||||
|
||||
In this release, the stack size limit is increased from 16k to 131056 bytes (or 128K - 16).
|
||||
Applications requiring to update the stack size can use hipDeviceSetLimit API.
|
||||
|
||||
##### `hipcc` Changes
|
||||
|
||||
The following hipcc changes are implemented in this release:
|
||||
|
||||
- `hipcc` will not implicitly link to `libpthread` and `librt`, as they are no longer a link time dependence for HIP programs. Applications that depend on these libraries must explicitly link to them.
|
||||
- `-use-staticlib` and `-use-sharedlib` options are deprecated.
|
||||
|
||||
##### Future Changes
|
||||
|
||||
- Separation of `hipcc` binaries (Perl scripts) from HIP to `hipcc` project. Users will access separate `hipcc` package for installing `hipcc` binaries in future ROCm releases.
|
||||
- In a future ROCm release, the following samples will be removed from the `hip-tests` project.
|
||||
- `hipBusbandWidth` at <https://github.com/ROCm-Developer-Tools/hip-tests/tree/develop/samples/1_Utils/shipBusBandwidth>
|
||||
- `hipCommander` at <https://github.com/ROCm-Developer-Tools/hip-tests/tree/develop/samples/1_Utils/hipCommander>
|
||||
|
||||
Note that the samples will continue to be available in previous release branches.
|
||||
|
||||
##### New HIP APIs in This Release
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> This is a pre-official version (beta) release of the new APIs and may contain unresolved issues.
|
||||
|
||||
###### Memory Management HIP APIs
|
||||
|
||||
The new memory management HIP API is as follows:
|
||||
|
||||
- Sets information on the specified pointer [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipPointerSetAttribute(const void* value, hipPointer_attribute attribute, hipDeviceptr_t ptr);
|
||||
```
|
||||
|
||||
###### Module Management HIP APIs
|
||||
|
||||
The new module management HIP APIs are as follows:
|
||||
|
||||
- Launches kernel $f$ with launch parameters and shared memory on stream with arguments passed to `kernelParams`, where thread blocks can cooperate and synchronize as they execute.
|
||||
|
||||
```h
|
||||
hipError_t hipModuleLaunchCooperativeKernel(hipFunction_t f, unsigned int gridDimX, unsigned int gridDimY, unsigned int gridDimZ, unsigned int blockDimX, unsigned int blockDimY, unsigned int blockDimZ, unsigned int sharedMemBytes, hipStream_t stream, void** kernelParams);
|
||||
```
|
||||
|
||||
- Launches kernels on multiple devices where thread blocks can cooperate and synchronize as they execute.
|
||||
|
||||
```h
|
||||
hipError_t hipModuleLaunchCooperativeKernelMultiDevice(hipFunctionLaunchParams* launchParamsList, unsigned int numDevices, unsigned int flags);
|
||||
```
|
||||
|
||||
###### HIP Graph Management APIs
|
||||
|
||||
The new HIP Graph Management APIs are as follows:
|
||||
|
||||
- Creates a memory allocation node and adds it to a graph [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphAddMemAllocNode(hipGraphNode_t* pGraphNode, hipGraph_t graph, const hipGraphNode_t* pDependencies, size_t numDependencies, hipMemAllocNodeParams* pNodeParams);
|
||||
```
|
||||
|
||||
- Return parameters for memory allocation node [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphMemAllocNodeGetParams(hipGraphNode_t node, hipMemAllocNodeParams* pNodeParams);
|
||||
```
|
||||
|
||||
- Creates a memory free node and adds it to a graph [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphAddMemFreeNode(hipGraphNode_t* pGraphNode, hipGraph_t graph, const hipGraphNode_t* pDependencies, size_t numDependencies, void* dev_ptr);
|
||||
```
|
||||
|
||||
- Returns parameters for memory free node [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipGraphMemFreeNodeGetParams(hipGraphNode_t node, void* dev_ptr);
|
||||
```
|
||||
|
||||
- Write a DOT file describing graph structure [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipGraphDebugDotPrint(hipGraph_t graph, const char* path, unsigned int flags);
|
||||
```
|
||||
|
||||
- Copies attributes from source node to destination node [BETA].
|
||||
|
||||
```h
|
||||
hipError_t hipGraphKernelNodeCopyAttributes(hipGraphNode_t hSrc, hipGraphNode_t hDst);
|
||||
```
|
||||
|
||||
- Enables or disables the specified node in the given graphExec [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphNodeSetEnabled(hipGraphExec_t hGraphExec, hipGraphNode_t hNode, unsigned int isEnabled);
|
||||
```
|
||||
|
||||
- Query whether a node in the given graphExec is enabled [BETA]
|
||||
|
||||
```h
|
||||
hipError_t hipGraphNodeGetEnabled(hipGraphExec_t hGraphExec, hipGraphNode_t hNode, unsigned int* isEnabled);
|
||||
```
|
||||
|
||||
##### OpenMP Enhancements
|
||||
This release consists of the following OpenMP enhancements:
|
||||
|
||||
- Additional support for OMPT functions `get_device_time` and `get_record_type`.
|
||||
- Add support for min/max fast fp atomics on AMD GPUs.
|
||||
- Fix the use of the abs function in C device regions.
|
||||
|
||||
### Deprecations and Warnings
|
||||
|
||||
#### HIP Deprecation
|
||||
|
||||
The `hipcc` and `hipconfig` Perl scripts are deprecated. In a future release, compiled binaries will be available as `hipcc.bin` and `hipconfig.bin` as replacements for the Perl scripts.
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> There will be a transition period where the Perl scripts and compiled binaries are available before the scripts are removed. There will be no functional difference between the Perl scripts and their compiled binary counterpart. No user action is required. Once these are available, users can optionally switch to `hipcc.bin` and `hipconfig.bin`. The `hipcc`/`hipconfig` soft link will be assimilated to point from `hipcc`/`hipconfig` to the respective compiled binaries as the default option.
|
||||
|
||||
##### Linux Filesystem Hierarchy Standard for ROCm
|
||||
|
||||
ROCm packages have adopted the Linux foundation filesystem hierarchy standard in this release to ensure ROCm components follow open source conventions for Linux-based distributions. While moving to a new filesystem hierarchy, ROCm ensures backward compatibility with its 5.1 version or older filesystem hierarchy. See below for a detailed explanation of the new filesystem hierarchy and backward compatibility.
|
||||
|
||||
##### New Filesystem Hierarchy
|
||||
|
||||
The following is the new filesystem hierarchy:4
|
||||
|
||||
```text
|
||||
/opt/rocm-<ver>
|
||||
| --bin
|
||||
| --All externally exposed Binaries
|
||||
| --libexec
|
||||
| --<component>
|
||||
| -- Component specific private non-ISA executables (architecture independent)
|
||||
| --include
|
||||
| -- <component>
|
||||
| --<header files>
|
||||
| --lib
|
||||
| --lib<soname>.so -> lib<soname>.so.major -> lib<soname>.so.major.minor.patch
|
||||
(public libraries linked with application)
|
||||
| --<component> (component specific private library, executable data)
|
||||
| --<cmake>
|
||||
| --components
|
||||
| --<component>.config.cmake
|
||||
| --share
|
||||
| --html/<component>/*.html
|
||||
| --info/<component>/*.[pdf, md, txt]
|
||||
| --man
|
||||
| --doc
|
||||
| --<component>
|
||||
| --<licenses>
|
||||
| --<component>
|
||||
| --<misc files> (arch independent non-executable)
|
||||
| --samples
|
||||
|
||||
```
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> ROCm will not support backward compatibility with the v5.1(old) file system hierarchy in its next major release.
|
||||
|
||||
For more information, refer to <https://refspecs.linuxfoundation.org/fhs.shtml>.
|
||||
|
||||
##### Backward Compatibility with Older Filesystems
|
||||
|
||||
ROCm has moved header files and libraries to its new location as indicated in the above structure and included symbolic-link and wrapper header files in its old location for backward compatibility.
|
||||
|
||||
> **Note**
|
||||
>
|
||||
> ROCm will continue supporting backward compatibility until the next major release.
|
||||
|
||||
##### Wrapper header files
|
||||
|
||||
Wrapper header files are placed in the old location (`/opt/rocm-xxx/<component>/include`) with a warning message to include files from the new location (`/opt/rocm-xxx/include`) as shown in the example below:
|
||||
|
||||
```h
|
||||
// Code snippet from hip_runtime.h
|
||||
#pragma message “This file is deprecated. Use file from include path /opt/rocm-ver/include/ and prefix with hip”.
|
||||
#include "hip/hip_runtime.h"
|
||||
```
|
||||
|
||||
The wrapper header files’ backward compatibility deprecation is as follows:
|
||||
|
||||
- `#pragma` message announcing deprecation -- ROCm v5.2 release
|
||||
- `#pragma` message changed to `#warning` -- Future release
|
||||
- `#warning` changed to `#error` -- Future release
|
||||
- Backward compatibility wrappers removed -- Future release
|
||||
|
||||
##### Library files
|
||||
|
||||
Library files are available in the `/opt/rocm-xxx/lib` folder. For backward compatibility, the old library location (`/opt/rocm-xxx/<component>/lib`) has a soft link to the library at the new location.
|
||||
|
||||
Example:
|
||||
|
||||
```log
|
||||
$ ls -l /opt/rocm/hip/lib/
|
||||
total 4
|
||||
drwxr-xr-x 4 root root 4096 May 12 10:45 cmake
|
||||
lrwxrwxrwx 1 root root 24 May 10 23:32 libamdhip64.so -> ../../lib/libamdhip64.so
|
||||
```
|
||||
|
||||
##### CMake Config files
|
||||
|
||||
All CMake configuration files are available in the `/opt/rocm-xxx/lib/cmake/<component>` folder.
|
||||
For backward compatibility, the old CMake locations (`/opt/rocm-xxx/<component>/lib/cmake`) consist of a soft link to the new CMake config.
|
||||
|
||||
Example:
|
||||
|
||||
```log
|
||||
$ ls -l /opt/rocm/hip/lib/cmake/hip/
|
||||
total 0
|
||||
lrwxrwxrwx 1 root root 42 May 10 23:32 hip-config.cmake -> ../../../../lib/cmake/hip/hip-config.cmake
|
||||
```
|
||||
|
||||
#### ROCm Support For Code Object V3 Deprecated
|
||||
|
||||
Support for Code Object v3 is deprecated and will be removed in a future release.
|
||||
|
||||
#### Comgr V3.0 Changes
|
||||
|
||||
The following APIs and macros have been marked as deprecated. These are expected to be removed in a future ROCm release and coincides with the release of Comgr v3.0.
|
||||
|
||||
##### API Changes
|
||||
|
||||
- `amd_comgr_action_info_set_options()`
|
||||
- `amd_comgr_action_info_get_options()`
|
||||
|
||||
##### Actions and Data Types
|
||||
|
||||
- `AMD_COMGR_ACTION_ADD_DEVICE_LIBRARIES`
|
||||
- `AMD_COMGR_ACTION_COMPILE_SOURCE_TO_FATBIN`
|
||||
|
||||
For replacements, see the `AMD_COMGR_ACTION_INFO_GET`/`SET_OPTION_LIST APIs`, and the `AMD_COMGR_ACTION_COMPILE_SOURCE_(WITH_DEVICE_LIBS)_TO_BC` macros.
|
||||
|
||||
#### Deprecated Environment Variables
|
||||
|
||||
The following environment variables are removed in this ROCm release:
|
||||
|
||||
- `GPU_MAX_COMMAND_QUEUES`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_2D_X`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_2D_Y`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_3D_X`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_3D_Y`
|
||||
- `GPU_MAX_WORKGROUP_SIZE_3D_Z`
|
||||
- `GPU_BLIT_ENGINE_TYPE`
|
||||
- `GPU_USE_SYNC_OBJECTS`
|
||||
- `AMD_OCL_SC_LIB`
|
||||
- `AMD_OCL_ENABLE_MESSAGE_BOX`
|
||||
- `GPU_FORCE_64BIT_PTR`
|
||||
- `GPU_FORCE_OCL20_32BIT`
|
||||
- `GPU_RAW_TIMESTAMP`
|
||||
- `GPU_SELECT_COMPUTE_RINGS_ID`
|
||||
- `GPU_USE_SINGLE_SCRATCH`
|
||||
- `GPU_ENABLE_LARGE_ALLOCATION`
|
||||
- `HSA_LOCAL_MEMORY_ENABLE`
|
||||
- `HSA_ENABLE_COARSE_GRAIN_SVM`
|
||||
- `GPU_IFH_MODE`
|
||||
- `OCL_SYSMEM_REQUIREMENT`
|
||||
- `OCL_CODE_CACHE_ENABLE`
|
||||
- `OCL_CODE_CACHE_RESET`
|
||||
|
||||
### Known Issues In This Release
|
||||
|
||||
The following are the known issues in this release.
|
||||
|
||||
#### `DISTRIBUTED`/`TEST_DISTRIBUTED_SPAWN` Fails
|
||||
|
||||
When user applications call `ncclCommAbort` to destruct communicators and then create new
|
||||
communicators repeatedly, subsequent communicators may fail to initialize.
|
||||
|
||||
This issue is under investigation and will be resolved in a future release.
|
||||
|
||||
#### Failures In HIP Directed Tests
|
||||
|
||||
Multiple HIP directed tests fail.
|
||||
|
||||
### Library Changes in ROCM 5.5.0
|
||||
|
||||
| Library | Version |
|
||||
|---------|---------|
|
||||
| hipBLAS | 0.53.0 ⇒ [0.54.0](https://github.com/ROCmSoftwarePlatform/hipBLAS/releases/tag/rocm-5.5.0) |
|
||||
| hipCUB | 2.13.0 ⇒ [2.13.1](https://github.com/ROCmSoftwarePlatform/hipCUB/releases/tag/rocm-5.5.0) |
|
||||
| hipFFT | 1.0.10 ⇒ [1.0.11](https://github.com/ROCmSoftwarePlatform/hipFFT/releases/tag/rocm-5.5.0) |
|
||||
| hipSOLVER | 1.6.0 ⇒ [1.7.0](https://github.com/ROCmSoftwarePlatform/hipSOLVER/releases/tag/rocm-5.5.0) |
|
||||
| hipSPARSE | 2.3.3 ⇒ [2.3.5](https://github.com/ROCmSoftwarePlatform/hipSPARSE/releases/tag/rocm-5.5.0) |
|
||||
| rccl | 2.13.4 ⇒ [2.15.5](https://github.com/ROCmSoftwarePlatform/rccl/releases/tag/rocm-5.5.0) |
|
||||
| rocALUTION | 2.1.3 ⇒ [2.1.8](https://github.com/ROCmSoftwarePlatform/rocALUTION/releases/tag/rocm-5.5.0) |
|
||||
| rocBLAS | 2.46.0 ⇒ [2.47.0](https://github.com/ROCmSoftwarePlatform/rocBLAS/releases/tag/rocm-5.5.0) |
|
||||
| rocFFT | 1.0.21 ⇒ [1.0.22](https://github.com/ROCmSoftwarePlatform/rocFFT/releases/tag/rocm-5.5.0) |
|
||||
| rocPRIM | 2.12.0 ⇒ [2.13.0](https://github.com/ROCmSoftwarePlatform/rocPRIM/releases/tag/rocm-5.5.0) |
|
||||
| rocRAND | 2.10.16 ⇒ [2.10.17](https://github.com/ROCmSoftwarePlatform/rocRAND/releases/tag/rocm-5.5.0) |
|
||||
| rocSOLVER | 3.20.0 ⇒ [3.21.0](https://github.com/ROCmSoftwarePlatform/rocSOLVER/releases/tag/rocm-5.5.0) |
|
||||
| rocSPARSE | 2.4.0 ⇒ [2.5.1](https://github.com/ROCmSoftwarePlatform/rocSPARSE/releases/tag/rocm-5.5.0) |
|
||||
| rocThrust | [2.17.0](https://github.com/ROCmSoftwarePlatform/rocThrust/releases/tag/rocm-5.5.0) |
|
||||
| rocWMMA | 0.9 ⇒ [1.0](https://github.com/ROCmSoftwarePlatform/rocWMMA/releases/tag/rocm-5.5.0) |
|
||||
| Tensile | 4.35.0 ⇒ [4.36.0](https://github.com/ROCmSoftwarePlatform/Tensile/releases/tag/rocm-5.5.0) |
|
||||
|
||||
#### hipBLAS 0.54.0
|
||||
|
||||
hipBLAS 0.54.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- added option to opt-in to use __half for hipblasHalf type in the API for c++ users who define HIPBLAS_USE_HIP_HALF
|
||||
- added scripts to plot performance for multiple functions
|
||||
- data driven hipblas-bench and hipblas-test execution via external yaml format data files
|
||||
- client smoke test added for quick validation using command hipblas-test --yaml hipblas_smoke.yaml
|
||||
|
||||
##### Fixed
|
||||
|
||||
- fixed datatype conversion functions to support more rocBLAS/cuBLAS datatypes
|
||||
- fixed geqrf to return successfully when nullptrs are passed in with n == 0 || m == 0
|
||||
- fixed getrs to return successfully when given nullptrs with corresponding size = 0
|
||||
- fixed getrs to give info = -1 when transpose is not an expected type
|
||||
- fixed gels to return successfully when given nullptrs with corresponding size = 0
|
||||
- fixed gels to give info = -1 when transpose is not in ('N', 'T') for real cases or not in ('N', 'C') for complex cases
|
||||
|
||||
##### Changed
|
||||
|
||||
- changed reference code for Windows to OpenBLAS
|
||||
- hipblas client executables all now begin with hipblas- prefix
|
||||
|
||||
#### hipCUB 2.13.1
|
||||
|
||||
hipCUB 2.13.1 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Benchmarks for `BlockShuffle`, `BlockLoad`, and `BlockStore`.
|
||||
|
||||
##### Changed
|
||||
|
||||
- CUB backend references CUB and Thrust version 1.17.2.
|
||||
- Improved benchmark coverage of `BlockScan` by adding `ExclusiveScan`, benchmark coverage of `BlockRadixSort` by adding `SortBlockedToStriped`, and benchmark coverage of `WarpScan` by adding `Broadcast`.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Windows HIP SDK support
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- `BlockRadixRankMatch` is currently broken under the rocPRIM backend.
|
||||
- `BlockRadixRankMatch` with a warp size that does not exactly divide the block size is broken under the CUB backend.
|
||||
|
||||
#### hipFFT 1.0.11
|
||||
|
||||
hipFFT 1.0.11 for ROCm 5.5.0
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed old version rocm include/lib folders not removed on upgrade.
|
||||
|
||||
#### hipSOLVER 1.7.0
|
||||
|
||||
hipSOLVER 1.7.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added functions
|
||||
- gesvdj
|
||||
- hipsolverSgesvdj_bufferSize, hipsolverDgesvdj_bufferSize, hipsolverCgesvdj_bufferSize, hipsolverZgesvdj_bufferSize
|
||||
- hipsolverSgesvdj, hipsolverDgesvdj, hipsolverCgesvdj, hipsolverZgesvdj
|
||||
- gesvdjBatched
|
||||
- hipsolverSgesvdjBatched_bufferSize, hipsolverDgesvdjBatched_bufferSize, hipsolverCgesvdjBatched_bufferSize, hipsolverZgesvdjBatched_bufferSize
|
||||
- hipsolverSgesvdjBatched, hipsolverDgesvdjBatched, hipsolverCgesvdjBatched, hipsolverZgesvdjBatched
|
||||
|
||||
#### hipSPARSE 2.3.5
|
||||
|
||||
hipSPARSE 2.3.5 for ROCm 5.5.0
|
||||
|
||||
##### Improved
|
||||
|
||||
- Fixed an issue, where the rocm folder was not removed on upgrade of meta packages
|
||||
- Fixed a compilation issue with cusparse backend
|
||||
- Added more detailed messages on unit test failures due to missing input data
|
||||
- Improved documentation
|
||||
- Fixed a bug with deprecation messages when using gcc9 (Thanks @Maetveis)
|
||||
|
||||
#### rccl 2.15.5
|
||||
|
||||
RCCL 2.15.5 for ROCm 5.5.0
|
||||
|
||||
##### Changed
|
||||
|
||||
- Compatibility with NCCL 2.15.5
|
||||
- Unit test executable renamed to rccl-UnitTests
|
||||
|
||||
##### Added
|
||||
|
||||
- HW-topology aware binary tree implementation
|
||||
- Experimental support for MSCCL
|
||||
- New unit tests for hipGraph support
|
||||
- NPKit integration
|
||||
|
||||
##### Fixed
|
||||
|
||||
- rocm-smi ID conversion
|
||||
- Support for HIP_VISIBLE_DEVICES for unit tests
|
||||
- Support for p2p transfers to non (HIP) visible devices
|
||||
|
||||
##### Removed
|
||||
|
||||
- Removed TransferBench from tools. Exists in standalone repo: https://github.com/ROCmSoftwarePlatform/TransferBench
|
||||
|
||||
#### rocALUTION 2.1.8
|
||||
|
||||
rocALUTION 2.1.8 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added build support for Navi32
|
||||
|
||||
##### Improved
|
||||
|
||||
- Fixed a typo in MPI backend
|
||||
- Fixed a bug with the backend when HIP support is disabled
|
||||
- Fixed a bug in SAAMG hierarchy building on HIP backend
|
||||
- Improved SAAMG hierarchy build performance on HIP backend
|
||||
|
||||
##### Changed
|
||||
|
||||
- LocalVector::GetIndexValues(ValueType\*) is deprecated, use LocalVector::GetIndexValues(const LocalVector&, LocalVector\*) instead
|
||||
- LocalVector::SetIndexValues(const ValueType\*) is deprecated, use LocalVector::SetIndexValues(const LocalVector&, const LocalVector&) instead
|
||||
- LocalMatrix::RSDirectInterpolation(const LocalVector&, const LocalVector&, LocalMatrix\*, LocalMatrix\*) is deprecated, use LocalMatrix::RSDirectInterpolation(const LocalVector&, const LocalVector&, LocalMatrix\*) instead
|
||||
- LocalMatrix::RSExtPIInterpolation(const LocalVector&, const LocalVector&, bool, float, LocalMatrix\*, LocalMatrix\*) is deprecated, use LocalMatrix::RSExtPIInterpolation(const LocalVector&, const LocalVector&, bool, LocalMatrix\*) instead
|
||||
- LocalMatrix::RugeStueben() is deprecated
|
||||
- LocalMatrix::AMGSmoothedAggregation(ValueType, const LocalVector&, const LocalVector&, LocalMatrix\*, LocalMatrix\*, int) is deprecated, use LocalMatrix::AMGAggregation(ValueType, const LocalVector&, const LocalVector&, LocalMatrix\*, int) instead
|
||||
- LocalMatrix::AMGAggregation(const LocalVector&, LocalMatrix\*, LocalMatrix\*) is deprecated, use LocalMatrix::AMGAggregation(const LocalVector&, LocalMatrix\*) instead
|
||||
|
||||
#### rocBLAS 2.47.0
|
||||
|
||||
rocBLAS 2.47.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- added functionality rocblas_geam_ex for matrix-matrix minimum operations
|
||||
- added HIP Graph support as beta feature for rocBLAS Level 1, Level 2, and Level 3(pointer mode host) functions
|
||||
- added beta features API. Exposed using compiler define ROCBLAS_BETA_FEATURES_API
|
||||
- added support for vector initialization in the rocBLAS test framework with negative increments
|
||||
- added windows build documentation for forthcoming support using ROCm HIP SDK
|
||||
- added scripts to plot performance for multiple functions
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- improved performance of Level 2 rocBLAS GEMV for float and double precision. Performance enhanced by 150-200% for certain problem sizes when (m==n) measured on a gfx90a GPU.
|
||||
- improved performance of Level 2 rocBLAS GER for float, double and complex float precisions. Performance enhanced by 5-7% for certain problem sizes measured on a gfx90a GPU.
|
||||
- improved performance of Level 2 rocBLAS SYMV for float and double precisions. Performance enhanced by 120-150% for certain problem sizes measured on both gfx908 and gfx90a GPUs.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- fixed setting of executable mode on client script rocblas_gentest.py to avoid potential permission errors with clients rocblas-test and rocblas-bench
|
||||
- fixed deprecated API compatibility with Visual Studio compiler
|
||||
- fixed test framework memory exception handling for Level 2 functions when the host memory allocation exceeds the available memory
|
||||
|
||||
##### Changed
|
||||
|
||||
- install.sh internally runs rmake.py (also used on windows) and rmake.py may be used directly by developers on linux (use --help)
|
||||
- rocblas client executables all now begin with rocblas- prefix
|
||||
|
||||
##### Removed
|
||||
|
||||
- install.sh removed options -o --cov as now Tensile will use the default COV format, set by cmake define Tensile_CODE_OBJECT_VERSION=default
|
||||
|
||||
#### rocFFT 1.0.22
|
||||
|
||||
rocFFT 1.0.22 for ROCm 5.5.0
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- Improved performance of 1D lengths < 2048 that use Bluestein's algorithm.
|
||||
- Reduced time for generating code during plan creation.
|
||||
- Optimized 3D R2C/C2R lengths 32, 84, 128.
|
||||
- Optimized batched small 1D R2C/C2R cases.
|
||||
|
||||
##### Added
|
||||
|
||||
- Added gfx1101 to default AMDGPU_TARGETS.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Moved client programs to C++17.
|
||||
- Moved planar kernels and infrequently used Stockham kernels to be runtime-compiled.
|
||||
- Moved transpose, real-complex, Bluestein, and Stockham kernels to library kernel cache.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Removed zero-length twiddle table allocations, which fixes errors from hipMallocManaged.
|
||||
- Fixed incorrect freeing of HIP stream handles during twiddle computation when multiple devices are present.
|
||||
|
||||
#### rocPRIM 2.13.0
|
||||
|
||||
rocPRIM 2.13.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- New block level `radix_rank` primitive.
|
||||
- New block level `radix_rank_match` primitive.
|
||||
|
||||
##### Changed
|
||||
|
||||
- Improved the performance of `block_radix_sort` and `device_radix_sort`.
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- Disabled GPU error messages relating to incorrect warp operation usage with Navi GPUs on Windows, due to GPU printf performance issues on Windows.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Fixed benchmark build on Windows
|
||||
|
||||
#### rocRAND 2.10.17
|
||||
|
||||
rocRAND 2.10.17 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- MT19937 pseudo random number generator based on M. Matsumoto and T. Nishimura, 1998, Mersenne Twister: A 623-dimensionally equidistributed uniform pseudorandom number generator.
|
||||
- New benchmark for the device API using Google Benchmark, `benchmark_rocrand_device_api`, replacing `benchmark_rocrand_kernel`. `benchmark_rocrand_kernel` is deprecated and will be removed in a future version. Likewise, `benchmark_curand_host_api` is added to replace `benchmark_curand_generate` and `benchmark_curand_device_api` is added to replace `benchmark_curand_kernel`.
|
||||
- experimental HIP-CPU feature
|
||||
- ThreeFry pseudorandom number generator based on Salmon et al., 2011, "Parallel random numbers: as easy as 1, 2, 3".
|
||||
|
||||
##### Changed
|
||||
|
||||
- Python 2.7 is no longer officially supported.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Windows HIP SDK support
|
||||
|
||||
#### rocSOLVER 3.21.0
|
||||
|
||||
rocSOLVER 3.21.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- SVD for general matrices using Jacobi algorithm:
|
||||
- GESVDJ (with batched and strided\_batched versions)
|
||||
- LU factorization without pivoting for block tridiagonal matrices:
|
||||
- GEBLTTRF_NPVT (with batched and strided\_batched versions)
|
||||
- Linear system solver without pivoting for block tridiagonal matrices:
|
||||
- GEBLTTRS_NPVT (with batched and strided\_batched, versions)
|
||||
- Product of triangular matrices
|
||||
- LAUUM
|
||||
- Added experimental hipGraph support for rocSOLVER functions
|
||||
|
||||
##### Optimized
|
||||
|
||||
- Improved the performance of SYEVJ/HEEVJ.
|
||||
|
||||
##### Changed
|
||||
|
||||
- STEDC, SYEVD/HEEVD and SYGVD/HEGVD now use fully implemented Divide and Conquer approach.
|
||||
|
||||
##### Fixed
|
||||
|
||||
- SYEVJ/HEEVJ should now be invariant under matrix scaling.
|
||||
- SYEVJ/HEEVJ should now properly output the eigenvalues when no sweeps are executed.
|
||||
- Fixed GETF2\_NPVT and GETRF\_NPVT input data initialization in tests and benchmarks.
|
||||
- Fixed rocblas missing from the dependency list of the rocsolver deb and rpm packages.
|
||||
|
||||
#### rocSPARSE 2.5.1
|
||||
|
||||
rocSPARSE 2.5.1 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added bsrgemm and spgemm for BSR format
|
||||
- Added bsrgeam
|
||||
- Added build support for Navi32
|
||||
- Added experimental hipGraph support for some rocSPARSE routines
|
||||
- Added csritsv, spitsv csr iterative triangular solve
|
||||
- Added mixed precisions for SpMV
|
||||
- Added batched SpMM for transpose A in COO format with atomic atomic algorithm
|
||||
|
||||
##### Improved
|
||||
|
||||
- Optimization to csr2bsr
|
||||
- Optimization to csr2csr_compress
|
||||
- Optimization to csr2coo
|
||||
- Optimization to gebsr2csr
|
||||
- Optimization to csr2gebsr
|
||||
- Fixes to documentation
|
||||
- Fixes a bug in COO SpMV gridsize
|
||||
- Fixes a bug in SpMM gridsize when using very large matrices
|
||||
|
||||
##### Known Issues
|
||||
|
||||
- In csritlu0, the algorithm rocsparse_itilu0_alg_sync_split_fusion has some accuracy issues to investigate with XNACK enabled. The fallback is rocsparse_itilu0_alg_sync_split.
|
||||
|
||||
#### rocWMMA 1.0
|
||||
|
||||
rocWMMA 1.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Added support for wave32 on gfx11+
|
||||
- Added infrastructure changes to support hipRTC
|
||||
- Added performance tracking system
|
||||
|
||||
##### Changed
|
||||
|
||||
- Modified the assignment of hardware information
|
||||
- Modified the data access for unsigned datatypes
|
||||
- Added library config to support multiple architectures
|
||||
|
||||
#### Tensile 4.36.0
|
||||
|
||||
Tensile 4.36.0 for ROCm 5.5.0
|
||||
|
||||
##### Added
|
||||
|
||||
- Add functions for user-driven tuning
|
||||
- Add GFX11 support: HostLibraryTests yamls, rearragne FP32(C)/FP64(C) instruction order, archCaps for instruction renaming condition, adjust vgpr bank for A/B/C for optimize, separate vscnt and vmcnt, dual mac
|
||||
- Add binary search for Grid-Based algorithm
|
||||
- Add reject condition for (StoreCInUnroll + BufferStore=0) and (DirectToVgpr + ScheduleIterAlg<3 + PrefetchGlobalRead==2)
|
||||
- Add support for (DirectToLds + hgemm + NN/NT/TT) and (DirectToLds + hgemm + GlobalLoadVectorWidth < 4)
|
||||
- Add support for (DirectToLds + hgemm(TLU=True only) or sgemm + NumLoadsCoalesced > 1)
|
||||
- Add GSU SingleBuffer algorithm for HSS/BSS
|
||||
- Add gfx900:xnack-, gfx1032, gfx1034, gfx1035
|
||||
- Enable gfx1031 support
|
||||
|
||||
##### Optimizations
|
||||
|
||||
- Use AssertSizeLessThan for BufferStoreOffsetLimitCheck if it is smaller than MT1
|
||||
- Improve InitAccVgprOpt
|
||||
|
||||
##### Changed
|
||||
|
||||
- Use global_atomic for GSU instead of flat and global_store for debug code
|
||||
- Replace flat_load/store with global_load/store
|
||||
- Use global_load/store for BufferLoad/Store=0 and enable scheduling
|
||||
- LocalSplitU support for HGEMM+HPA when MFMA disabled
|
||||
- Update Code Object Version
|
||||
- Type cast local memory to COMPUTE_DATA_TYPE in LDS to avoid precision loss
|
||||
- Update asm cap cache arguments
|
||||
- Unify SplitGlobalRead into ThreadSeparateGlobalRead and remove SplitGlobalRead
|
||||
- Change checks, error messages, assembly syntax, and coverage for DirectToLds
|
||||
- Remove unused cmake file
|
||||
- Clean up the LLVM dependency code
|
||||
- Update ThreadSeparateGlobalRead test cases for PrefetchGlobalRead=2
|
||||
- Update sgemm/hgemm test cases for DirectToLds and ThreadSepareteGlobalRead
|
||||
|
||||
##### Fixed
|
||||
|
||||
- Add build-id to header of compiled source kernels
|
||||
- Fix solution index collisions
|
||||
- Fix h beta vectorwidth4 correctness issue for WMMA
|
||||
- Fix an error with BufferStore=0
|
||||
- Fix mismatch issue with (StoreCInUnroll + PrefetchGlobalRead=2)
|
||||
- Fix MoveMIoutToArch bug
|
||||
- Fix flat load correctness issue on I8 and flat store correctness issue
|
||||
- Fix mismatch issue with BufferLoad=0 + TailLoop for large array sizes
|
||||
- Fix code generation error with BufferStore=0 and StoreCInUnrollPostLoop
|
||||
- Fix issues with DirectToVgpr + ScheduleIterAlg<3
|
||||
- Fix mismatch issue with DGEMM TT + LocalReadVectorWidth=2
|
||||
- Fix mismatch issue with PrefetchGlobalRead=2
|
||||
- Fix mismatch issue with DirectToVgpr + PrefetchGlobalRead=2 + small tile size
|
||||
- Fix an error with PersistentKernel=0 + PrefetchAcrossPersistent=1 + PrefetchAcrossPersistentMode=1
|
||||
- Fix mismatch issue with DirectToVgpr + DirectToLds + only 1 iteration in unroll loop case
|
||||
- Remove duplicate GSU kernels: for GSU = 1, GSUAlgorithm SingleBuffer and MultipleBuffer kernels are identical
|
||||
- Fix for failing CI tests due to CpuThreads=0
|
||||
- Fix mismatch issue with DirectToLds + PrefetchGlobalRead=2
|
||||
- Remove the reject condition for ThreadSeparateGlobalRead and DirectToLds (HGEMM, SGEMM only)
|
||||
- Modify reject condition for minimum lanes of ThreadSeparateGlobalRead (SGEMM or larger data type only)
|
||||
39
default.xml
@@ -1,7 +1,7 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<manifest>
|
||||
<remote name="roc-github"
|
||||
fetch="http://github.com/RadeonOpenCompute/" />
|
||||
fetch="https://github.com/RadeonOpenCompute/" />
|
||||
<remote name="rocm-devtools"
|
||||
fetch="https://github.com/ROCm-Developer-Tools/" />
|
||||
<remote name="rocm-swplat"
|
||||
@@ -12,7 +12,7 @@ fetch="https://github.com/GPUOpen-ProfessionalCompute-Libraries/" />
|
||||
fetch="https://github.com/GPUOpen-Tools/" />
|
||||
<remote name="KhronosGroup"
|
||||
fetch="https://github.com/KhronosGroup/" />
|
||||
<default revision="refs/tags/rocm-4.3.1"
|
||||
<default revision="refs/tags/rocm-5.5.1"
|
||||
remote="roc-github"
|
||||
sync-c="true"
|
||||
sync-j="4" />
|
||||
@@ -21,6 +21,7 @@ fetch="https://github.com/KhronosGroup/" />
|
||||
<project name="ROCT-Thunk-Interface" />
|
||||
<project name="ROCR-Runtime" />
|
||||
<project name="rocm_smi_lib" />
|
||||
<project name="rocm-core" />
|
||||
<project name="rocm-cmake" />
|
||||
<project name="rocminfo" />
|
||||
<project name="rocprofiler" remote="rocm-devtools" />
|
||||
@@ -30,9 +31,11 @@ fetch="https://github.com/KhronosGroup/" />
|
||||
<project name="clang-ocl" />
|
||||
<!--HIP Projects-->
|
||||
<project name="HIP" remote="rocm-devtools" />
|
||||
<project name="hipamd" remote="rocm-devtools" />
|
||||
<project name="HIP-Examples" remote="rocm-devtools" />
|
||||
<project name="ROCclr" remote="rocm-devtools" />
|
||||
<project name="HIPIFY" remote="rocm-devtools" />
|
||||
<project name="HIPCC" remote="rocm-devtools" />
|
||||
<!-- The following projects are all associated with the AMDGPU LLVM compiler -->
|
||||
<project name="llvm-project" />
|
||||
<project name="ROCm-Device-Libs" />
|
||||
@@ -46,24 +49,26 @@ fetch="https://github.com/KhronosGroup/" />
|
||||
<project name="ROCgdb" remote="rocm-devtools" />
|
||||
<project name="ROCdbgapi" remote="rocm-devtools" />
|
||||
<!-- ROCm Libraries -->
|
||||
<project name="rdc" remote="roc-github" />
|
||||
<project name="rocBLAS" remote="rocm-swplat" />
|
||||
<project name="Tensile" remote="rocm-swplat" />
|
||||
<project name="hipBLAS" remote="rocm-swplat" />
|
||||
<project name="rocFFT" remote="rocm-swplat" />
|
||||
<project name="hipFFT" remote="rocm-swplat" />
|
||||
<project name="rocRAND" remote="rocm-swplat" />
|
||||
<project name="rocSPARSE" remote="rocm-swplat" />
|
||||
<project name="rocSOLVER" remote="rocm-swplat" />
|
||||
<project name="hipSPARSE" remote="rocm-swplat" />
|
||||
<project name="rocALUTION" remote="rocm-swplat" />
|
||||
<project name="rdc" />
|
||||
<project groups="mathlibs" name="rocBLAS" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="Tensile" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipBLAS" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocFFT" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipFFT" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocRAND" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocSPARSE" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocSOLVER" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipSOLVER" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipSPARSE" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocALUTION" remote="rocm-swplat" />
|
||||
<project name="MIOpenGEMM" remote="rocm-swplat" />
|
||||
<project name="MIOpen" remote="rocm-swplat" />
|
||||
<project name="rccl" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rccl" remote="rocm-swplat" />
|
||||
<project name="MIVisionX" remote="gpuopen-libs" />
|
||||
<project name="rocThrust" remote="rocm-swplat" />
|
||||
<project name="hipCUB" remote="rocm-swplat" />
|
||||
<project name="rocPRIM" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocThrust" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="hipCUB" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocPRIM" remote="rocm-swplat" />
|
||||
<project groups="mathlibs" name="rocWMMA" remote="rocm-swplat" />
|
||||
<project name="hipfort" remote="rocm-swplat" />
|
||||
<project name="AMDMIGraphX" remote="rocm-swplat" />
|
||||
<project name="ROCmValidationSuite" remote="rocm-devtools" />
|
||||
|
||||
6
docs/404.md
Normal file
@@ -0,0 +1,6 @@
|
||||
# 404 Page Not Found
|
||||
|
||||
Page could not be found.
|
||||
|
||||
Return to [home](./index) or please use the links from the sidebar to find what
|
||||
you are looking for.
|
||||
74
docs/about.md
Normal file
@@ -0,0 +1,74 @@
|
||||
# About ROCm Documentation
|
||||
|
||||
ROCm documentation is made available under open source [licenses](licensing.md).
|
||||
Documentation is built using open source toolchains. Contributions to our
|
||||
documentation is encouraged and welcome. As a contributor, please familiarize
|
||||
yourself with our documentation toolchain.
|
||||
|
||||
## ReadTheDocs
|
||||
|
||||
[ReadTheDocs](https://docs.readthedocs.io/en/stable/) is our front end for the
|
||||
our documentation. By front end, this is the tool that serves our HTML based
|
||||
documentation to our end users.
|
||||
|
||||
## Doxygen
|
||||
|
||||
[Doxygen](https://www.doxygen.nl/) is the most common inline code documentation
|
||||
standard. ROCm projects are use Doxygen for public API documentation (unless the
|
||||
upstream project is using a different tool).
|
||||
|
||||
## Sphinx
|
||||
|
||||
[Sphinx](https://www.sphinx-doc.org/en/master/) is a documentation generator
|
||||
originally used for python. It is now widely used in the Open Source community.
|
||||
Originally, sphinx supported RST based documentation. Markdown support is now
|
||||
available. ROCm documentation plans to default to markdown for new projects.
|
||||
Existing projects using RST are under no obligation to convert to markdown. New
|
||||
projects that believe markdown is not suitable should contact the documentation
|
||||
team prior to selecting RST.
|
||||
|
||||
### MyST
|
||||
|
||||
[Markedly Structured Text (MyST)](https://myst-tools.org/docs/spec) is an extended
|
||||
flavor of Markdown ([CommonMark](https://commonmark.org/)) influenced by reStructuredText (RST) and Sphinx.
|
||||
It is integrated via [`myst-parser`](https://myst-parser.readthedocs.io/en/latest/).
|
||||
A cheat sheet that showcases how to use the MyST syntax is available over at [the Jupyter
|
||||
reference](https://jupyterbook.org/en/stable/reference/cheatsheet.html).
|
||||
|
||||
### Sphinx Theme
|
||||
|
||||
ROCm is using the
|
||||
[Sphinx Book Theme](https://sphinx-book-theme.readthedocs.io/en/latest/). This
|
||||
theme is used by Jupyter books. ROCm documentation applies some customization
|
||||
include a header and footer on top of the Sphinx Book Theme. A future custom
|
||||
ROCm theme will be part of our documentation goals.
|
||||
|
||||
### Sphinx Design
|
||||
|
||||
Sphinx Design is an extension for sphinx based websites that add design
|
||||
functionality. Please see the documentation
|
||||
[here](https://sphinx-design.readthedocs.io/en/latest/index.html). ROCm
|
||||
documentation uses sphinx design for grids, cards, and synchronized tabs.
|
||||
Other features may be used in the future.
|
||||
|
||||
### Sphinx External TOC
|
||||
|
||||
ROCm uses the
|
||||
[sphinx-external-toc](https://sphinx-external-toc.readthedocs.io/en/latest/intro.html)
|
||||
for our navigation. This tool allows a YAML file based left navigation menu. This
|
||||
tool was selected due to its flexibility that allows scripts to operate on the
|
||||
YAML file. Please transition to this file for the project's navigation. You can
|
||||
see the `_toc.yml.in` file in this repository in the docs/sphinx folder for an
|
||||
example.
|
||||
|
||||
### Breathe
|
||||
|
||||
Sphinx uses [Breathe](https://www.breathe-doc.org/) to integrate Doxygen
|
||||
content.
|
||||
|
||||
## `rocm-docs-core` pip package
|
||||
|
||||
[rocm-docs-core](https://github.com/RadeonOpenCompute/rocm-docs-core) is an AMD
|
||||
maintained project that applies customization for our documentation. This
|
||||
project is the tool most ROCm repositories will use as part of the documentation
|
||||
build.
|
||||
90
docs/conf.py
Normal file
@@ -0,0 +1,90 @@
|
||||
# Configuration file for the Sphinx documentation builder.
|
||||
#
|
||||
# This file only contains a selection of the most common options. For a full
|
||||
# list see the documentation:
|
||||
# https://www.sphinx-doc.org/en/master/usage/configuration.html
|
||||
|
||||
import shutil
|
||||
shutil.copy2('../CONTRIBUTING.md','./contributing.md')
|
||||
shutil.copy2('../RELEASE.md','./release.md')
|
||||
|
||||
|
||||
from rocm_docs import ROCmDocs
|
||||
|
||||
# working anchors that linkcheck cannot find
|
||||
linkcheck_anchors_ignore = [
|
||||
'd90e61',
|
||||
'd1667e113',
|
||||
'd2999e60',
|
||||
'building-from-source',
|
||||
'use-the-rocm-build-tool-rbuild',
|
||||
'use-cmake-to-build-migraphx',
|
||||
'example'
|
||||
]
|
||||
linkcheck_ignore = [
|
||||
# site to be built
|
||||
"https://rocmdocs.amd.com/projects/ROCmCC/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/amdsmi/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/rdc/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/rocmsmi/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/roctracer/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/MIGraphX/en/latest/",
|
||||
"https://rocmdocs.amd.com/projects/rocprofiler/en/latest/",
|
||||
# correct links that linkcheck times out on
|
||||
"https://github.com/ROCm-Developer-Tools/HIP-VS/blob/master/README.md",
|
||||
r"https://www.amd.com/system/files/.*.pdf",
|
||||
"https://www.amd.com/en/developer/aocc.html",
|
||||
"https://www.amd.com/en/support/linux-drivers",
|
||||
"https://www.amd.com/en/technologies/infinity-hub",
|
||||
r"https://bitbucket.org/icl/magma/*",
|
||||
"http://cs231n.stanford.edu/"
|
||||
]
|
||||
|
||||
setting_all_article_info = True
|
||||
all_article_info_os = ["linux"]
|
||||
all_article_info_author = ""
|
||||
|
||||
# pages with specific settings
|
||||
article_pages = [
|
||||
{"file":"deploy/linux/index", "os":["linux"]},
|
||||
{"file":"deploy/linux/install_overview", "os":["linux"]},
|
||||
{"file":"deploy/linux/prerequisites", "os":["linux"]},
|
||||
{"file":"deploy/linux/quick_start", "os":["linux"]},
|
||||
{"file":"deploy/linux/install", "os":["linux"]},
|
||||
{"file":"deploy/linux/upgrade", "os":["linux"]},
|
||||
{"file":"deploy/linux/uninstall", "os":["linux"]},
|
||||
{"file":"deploy/linux/package_manager_integration", "os":["linux"]},
|
||||
{"file":"deploy/docker", "os":["linux"]},
|
||||
|
||||
{"file":"release/gpu_os_support", "os":["linux"]},
|
||||
{"file":"release/docker_support_matrix", "os":["linux"]},
|
||||
|
||||
{"file":"reference/gpu_libraries/communication", "os":["linux"]},
|
||||
{"file":"reference/ai_tools", "os":["linux"]},
|
||||
{"file":"reference/management_tools", "os":["linux"]},
|
||||
{"file":"reference/validation_tools", "os":["linux"]},
|
||||
{"file":"reference/framework_compatibility/framework_compatibility", "os":["linux"]},
|
||||
{"file":"reference/computer_vision", "os":["linux"]},
|
||||
|
||||
{"file":"how_to/deep_learning_rocm", "os":["linux"]},
|
||||
{"file":"how_to/gpu_aware_mpi", "os":["linux"]},
|
||||
{"file":"how_to/magma_install/magma_install", "os":["linux"]},
|
||||
{"file":"how_to/pytorch_install/pytorch_install", "os":["linux"]},
|
||||
{"file":"how_to/system_debugging", "os":["linux"]},
|
||||
{"file":"how_to/tensorflow_install/tensorflow_install", "os":["linux"]},
|
||||
|
||||
{"file":"examples/ai_ml_inferencing", "os":["linux"]},
|
||||
{"file":"examples/inception_casestudy/inception_casestudy", "os":["linux"]},
|
||||
|
||||
{"file":"understand/file_reorg", "os":["linux"]},
|
||||
|
||||
{"file":"understand/isv_deployment_win", "os":["windows"]},
|
||||
]
|
||||
|
||||
external_toc_path = "./sphinx/_toc.yml"
|
||||
|
||||
docs_core = ROCmDocs("ROCm Documentation")
|
||||
docs_core.setup()
|
||||
|
||||
for sphinx_var in ROCmDocs.SPHINX_VARS:
|
||||
globals()[sphinx_var] = getattr(docs_core, sphinx_var)
|
||||
BIN
docs/data/deploy/linux/image.001.png
Normal file
|
After Width: | Height: | Size: 939 KiB |
BIN
docs/data/deploy/linux/image.002.png
Normal file
|
After Width: | Height: | Size: 537 KiB |
BIN
docs/data/deploy/linux/image.003.png
Normal file
|
After Width: | Height: | Size: 292 KiB |
BIN
docs/data/deploy/linux/image.004.png
Normal file
|
After Width: | Height: | Size: 1.3 MiB |
BIN
docs/data/deploy/quick_start_windows/AMD-Display-Driver.png
Normal file
|
After Width: | Height: | Size: 163 KiB |
BIN
docs/data/deploy/quick_start_windows/AMD-Logo.png
Normal file
|
After Width: | Height: | Size: 2.1 KiB |
BIN
docs/data/deploy/quick_start_windows/BitCode-Profiler.png
Normal file
|
After Width: | Height: | Size: 34 KiB |
BIN
docs/data/deploy/quick_start_windows/DeSelectAll.png
Normal file
|
After Width: | Height: | Size: 183 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-Libraries.png
Normal file
|
After Width: | Height: | Size: 40 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-Ray-Tracing.png
Normal file
|
After Width: | Height: | Size: 40 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-Runtime-Compiler.png
Normal file
|
After Width: | Height: | Size: 36 KiB |
BIN
docs/data/deploy/quick_start_windows/HIP-SDK-Core.png
Normal file
|
After Width: | Height: | Size: 38 KiB |
BIN
docs/data/deploy/quick_start_windows/Installation-Complete.png
Normal file
|
After Width: | Height: | Size: 407 KiB |
BIN
docs/data/deploy/quick_start_windows/Installation.png
Normal file
|
After Width: | Height: | Size: 465 KiB |
BIN
docs/data/deploy/quick_start_windows/Installer-Window.png
Normal file
|
After Width: | Height: | Size: 207 KiB |
BIN
docs/data/deploy/quick_start_windows/Loading-Window.png
Normal file
|
After Width: | Height: | Size: 461 KiB |
BIN
docs/data/deploy/quick_start_windows/LoadingWindow.png
Normal file
|
After Width: | Height: | Size: 461 KiB |
BIN
docs/data/deploy/quick_start_windows/Setup-Icon.png
Normal file
|
After Width: | Height: | Size: 3.5 KiB |
BIN
docs/data/deploy/quick_start_windows/Uninstallation.png
Normal file
|
After Width: | Height: | Size: 412 KiB |
BIN
docs/data/deploy/quick_start_windows/Windows-Security.png
Normal file
|
After Width: | Height: | Size: 68 KiB |
BIN
docs/data/framework_compatibility/with_pytorch.png
Normal file
|
After Width: | Height: | Size: 10 KiB |
BIN
docs/data/framework_compatibility/with_tensorflow.png
Normal file
|
After Width: | Height: | Size: 13 KiB |
BIN
docs/data/how_to/gpu_enabled_mpi_1.png
Normal file
|
After Width: | Height: | Size: 13 KiB |
BIN
docs/data/how_to/magma_install/image.005.png
Normal file
|
After Width: | Height: | Size: 88 KiB |
BIN
docs/data/how_to/magma_install/image.006.png
Normal file
|
After Width: | Height: | Size: 32 KiB |
BIN
docs/data/how_to/tuning_guides/image.001.png
Normal file
|
After Width: | Height: | Size: 99 KiB |
BIN
docs/data/how_to/tuning_guides/image.002.png
Normal file
|
After Width: | Height: | Size: 130 KiB |
BIN
docs/data/how_to/tuning_guides/image.003.png
Normal file
|
After Width: | Height: | Size: 21 KiB |
BIN
docs/data/how_to/tuning_guides/image.004.png
Normal file
|
After Width: | Height: | Size: 8.8 KiB |
BIN
docs/data/how_to/tuning_guides/image.005.png
Normal file
|
After Width: | Height: | Size: 14 KiB |
BIN
docs/data/how_to/tuning_guides/image.006.png
Normal file
|
After Width: | Height: | Size: 25 KiB |
BIN
docs/data/how_to/tuning_guides/image.007.png
Normal file
|
After Width: | Height: | Size: 144 KiB |
BIN
docs/data/how_to/tuning_guides/image.008.png
Normal file
|
After Width: | Height: | Size: 17 KiB |
BIN
docs/data/how_to/tuning_guides/image.009.png
Normal file
|
After Width: | Height: | Size: 47 KiB |
BIN
docs/data/how_to/tuning_guides/image.010.png
Normal file
|
After Width: | Height: | Size: 41 KiB |
BIN
docs/data/how_to/tuning_guides/image.011.png
Normal file
|
After Width: | Height: | Size: 14 KiB |
BIN
docs/data/how_to/tuning_guides/image.012.png
Normal file
|
After Width: | Height: | Size: 19 KiB |
BIN
docs/data/how_to/tuning_guides/image.013.png
Normal file
|
After Width: | Height: | Size: 57 KiB |
BIN
docs/data/how_to/tuning_guides/image.014.png
Normal file
|
After Width: | Height: | Size: 36 KiB |
BIN
docs/data/how_to/tuning_guides/image.015.png
Normal file
|
After Width: | Height: | Size: 102 KiB |
BIN
docs/data/how_to/tuning_guides/image.016.png
Normal file
|
After Width: | Height: | Size: 114 KiB |
BIN
docs/data/reference/gpu_arch/image.001.png
Normal file
|
After Width: | Height: | Size: 103 KiB |
BIN
docs/data/reference/gpu_arch/image.002.png
Normal file
|
After Width: | Height: | Size: 59 KiB |
BIN
docs/data/reference/gpu_arch/image.003.png
Normal file
|
After Width: | Height: | Size: 41 KiB |
BIN
docs/data/reference/gpu_arch/image.004.png
Normal file
|
After Width: | Height: | Size: 39 KiB |
BIN
docs/data/reference/gpu_arch/image.005.png
Normal file
|
After Width: | Height: | Size: 47 KiB |
BIN
docs/data/reference/gpu_arch/image.006.png
Normal file
|
After Width: | Height: | Size: 33 KiB |
BIN
docs/data/understand/deep_learning/Deep Learning Image 1.png
Normal file
|
After Width: | Height: | Size: 58 KiB |
|
After Width: | Height: | Size: 46 KiB |
BIN
docs/data/understand/deep_learning/Machine Learning.png
Normal file
|
After Width: | Height: | Size: 64 KiB |
BIN
docs/data/understand/deep_learning/Matrix-1.png
Normal file
|
After Width: | Height: | Size: 28 KiB |
BIN
docs/data/understand/deep_learning/Matrix-2.png
Normal file
|
After Width: | Height: | Size: 18 KiB |
BIN
docs/data/understand/deep_learning/Matrix-3.png
Normal file
|
After Width: | Height: | Size: 21 KiB |
BIN
docs/data/understand/deep_learning/Model In.png
Normal file
|
After Width: | Height: | Size: 91 KiB |
BIN
docs/data/understand/deep_learning/Pytorch 11.png
Normal file
|
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