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<head> | ||
<meta charset="UTF-8"> | ||
<meta name="description" content="Contributing to rocWMMA"> | ||
<meta name="keywords" content="ROCm, contributing, rocWMMA"> | ||
</head> | ||
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# Contributing to rocWMMA # | ||
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External contributions and feedback are welcome for rocWMMA. Please see the following details to help maximize the likelihood your contributions will be accepted. | ||
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## Issue Discussion ## | ||
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Please use the [GitHub Issues](https://github.com/ROCm/rocWMMA/issues) tab to notify us of issues. | ||
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* Use your best judgement for issue creation. If your issue is already listed, upvote the existing issue and | ||
comment or post to provide additional details, such as how you reproduced this issue. | ||
* If you're not sure if your issue is the same, err on the side of caution and file your issue. | ||
You can add a comment to include the issue number (and link) for the similar/related issue. If we evaluate | ||
your issue as being the same as the existing issue, we'll close the duplicate. | ||
* If your issue doesn't exist, use the issue template to file a new issue. | ||
* When filing an issue, be sure to provide as much information as possible, including script output so | ||
we can collect information about your configuration. This helps reduce the time required to | ||
reproduce your issue. | ||
* Check on updates to your issue regularly, as we may require additional information to successfully reproduce the | ||
issue. | ||
* You may also open an issue to ask questions to the maintainers about whether a proposed change | ||
meets the acceptance criteria, or to discuss an idea pertaining to the library. | ||
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New issues should use the following templates: | ||
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* **Bugs** | ||
+ Any unintended functionality within the rocWMMA library should be thoroughly documented with the template below. | ||
1. Description: ***Please be clear and concise*** | ||
2. Steps for Reproduction: | ||
- Hardware Information: | ||
- Docker Environment or Software Versions: | ||
- Expected Behavior: | ||
- Actual Behavior: | ||
3. Any additional information: | ||
* **Enhancement Requests** | ||
+ Any proposed enhancements to rocWMMA should be thoroughly documented with the template below. | ||
1. Description: ***Please be clear and concise*** | ||
2. Value and Motivation | ||
- Feature and/or Functionalities Enabled: | ||
- Any Alternatives | ||
3. Any additional information: | ||
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## Acceptance Criteria ## | ||
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The goal of rocWMMA is to provide a C++ API for facilitating block-wise decomposition of matrix multiply accumulate (MMA) workflows while | ||
leveraging specialized AMD GPU hardware. rocWMMA also facilitates migration of nvcuda::wmma users to AMD's HIP environment on AMD GPUs and | ||
provides a level of equivalent functionality. Contributors that wish to help optimize and expand the capabilities of rocWMMA in pursuit | ||
of this goal should adhere to the following guidelines for all features and fixes. Detailed coding style and pull request guidelines are | ||
covered later sections. | ||
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Contributors wishing to submit new features for rocWMMA should follow the guidelines outlined below: | ||
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- Performance Improvements | ||
* Features targeting performance improvements for any aspect of rocWMMA are generally permitted. Any optimizations must be both notable | ||
and repeatable in order to avoid unnecessary code maintenance. Documentation regarding performance improvements such as benchmark test | ||
comparisons must also be provided. | ||
- Bug Fixes | ||
* Any observed unintended behavior within the rocWMMA library should first be documented by filing a bug report issue using the above | ||
template. Non-critical issues may be deferred until future releases. | ||
- WMMA Porting | ||
* Developers wishing to implement gap closures with nvcuda::wmma may suggest additional features to do so | ||
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All new features and fixes should also tie into the rocWMMA [GitHub Issues](https://github.com/ROCm/rocWMMA/issues) tab: | ||
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- **Enhancements** | ||
+ Any implementations of pre-filed enhancement requests should clearly link to the original issue. | ||
+ Any new enhancements should be documented as if filing a new enhancement request using the template above. | ||
- **Bug Fixes** | ||
+ Any fixes for pre-filed issues should clearly link to the original issue. | ||
+ Any newly found issues should be documented as if filing a new issue using the template above. | ||
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### Exceptions ### | ||
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Exceptions to these criteria will be handled on a case-by-case basis, and should be discussed via the Issues tab. | ||
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## Code Structure ## | ||
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The organization of the rocWMMA library is explained in detail in the [Programmers Guide](https://github.com/ROCm/rocWMMA/blob/develop/docs/Programmers_Guide.rst) | ||
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## Coding Style ## | ||
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This project follows the [CPP Core Guidelines](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md) | ||
with few modifications or additions noted below. All pull-requests should in good faith attempt to follow the guidelines stated therein, | ||
but we recognize that the content is lengthy. Below we list our primary concerns when reviewing pull-requests. | ||
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### Interface ### | ||
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- Library code should use C++17. | ||
- Our minimum supported compiler is hipcc 4.4. | ||
- Avoid CamelCase. | ||
* This rule applies specifically to publicly visible APIs, but is also encouraged (not mandated) for internal code. | ||
* If you are unsure, inspect surrounding code for consistency and don't be afraid to pose questions for clarification on the PRs. | ||
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### Philosophy ### | ||
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- [P.2](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rp-Cplusplus) | ||
Write in ISO Standard C++17 (especially to support Windows, Linux and | ||
MacOS platforms) | ||
- [P.5](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rp-compile-time) | ||
Prefer compile-time checking to run-time checking | ||
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### Implementation ### | ||
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- [SF.1](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rs-file-suffix) | ||
Use a ``.cpp`` suffix for code files and an ``.hpp`` suffix for | ||
interface files if your project doesn't already follow another | ||
convention | ||
- [SF.5](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rs-consistency) | ||
A ``.cpp`` file must include the ``.hpp`` file(s) that defines its | ||
interface | ||
- [SF.7](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rs-using-directive) | ||
Don't put a global ``using``-directive in a header file | ||
- [SF.8](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rs-guards) | ||
Use ``#include`` guards for all ``.hpp`` files | ||
- [SF.21](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rs-unnamed) | ||
Don't use an unnamed (anonymous) ``namespace`` in a header | ||
- [SL.10](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rsl-arrays)* | ||
Prefer using ``std::array`` or ``std::vector`` instead of a C array. | ||
- [C.9](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rc-private) | ||
Minimize the exposure of class members | ||
- [F.3](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rf-single) | ||
Keep functions short and simple | ||
- [F.21](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rf-out-multi)* | ||
To return multiple 'out' values, prefer returning a ``std::tuple`` | ||
- [R.1](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Rr-raii)* | ||
Manage resources automatically using RAII (this includes | ||
``std::unique_ptr`` & ``std::shared_ptr``) | ||
- [ES.11](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Res-auto) | ||
Use ``auto`` to avoid redundant repetition of type names | ||
- [ES.20](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Res-always) | ||
Always initialize an object | ||
- [ES.23](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Res-list) | ||
Prefer the ``{}`` initializer syntax | ||
- [CP.1](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#S-concurrency) | ||
Assume that your code will run as part of a multi-threaded program | ||
- [I.2](https://github.com/isocpp/CppCoreGuidelines/blob/master/CppCoreGuidelines.md#Ri-global) | ||
Avoid global variables | ||
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| *std functions are not recommended for any ``rocwmma/internal`` code to maintain hipRTC compatibility. | | ||
|--------------------------------------------------------------------------------------------------------| | ||
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## Pull Request Guidelines ## | ||
Our code contribution guidelines closely follows the model of [GitHub Pull-Requests](https://help.github.com/articles/using-pull-requests). | ||
The rocWMMA repository follows a workflow which dictates a ``/master`` branch where releases are cut, and a ``/develop`` branch which serves as | ||
an integration branch for new code. | ||
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No changes are allowed to be directly committed to the develop branch of the rocWMMA repository. All authors are required to develop their change | ||
sets on a separate branch (preferably in your own fork), and then create a pull request targeting the develop branch of the upstream repository. | ||
When you create a pull request, you should target the **develop** branch for integration. | ||
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The typical workflow for creating a rocWMMA pull request is as follows: | ||
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1. Create and track a rocWMMA fork, if you haven't already done so. | ||
2. Clone your fork: | ||
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```bash | ||
git clone -b develop https://github.com/<your_fork>/rocWMMA.git . | ||
.githooks/install | ||
git checkout -b <new_branch> | ||
... | ||
git add <new_work> | ||
git commit -m "What was changed" | ||
git push origin <new_branch> | ||
... | ||
``` | ||
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3. Create a pull request to the ROCmSoftwarePlatform/rocWMMA develop branch. | ||
4. Await CI and approval feedback. | ||
5. Once approved, merge. | ||
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| You must install GitHooks every time you clone a rocWMMA repository to ensure automated triggers for Clang formatting are executed upon making commits. Instructions for formatting rocWMMA are included in [Formatting](#formatting). | | ||
|----------------------------------------------------------------------------------------------------------------------------------------------------------------------| | ||
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### Deliverables ### | ||
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rocWMMA has a set of required deliverables for every pull request that are as follows. | ||
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1. **Test Integration**: | ||
- All new functionality introduced to rocWMMA must be accompanied by unit tests. Unit tests should integrate within the existing | ||
googletest framework and must have good code coverage. Existing unit tests should be used as a guide and are found in ``test/unit``. Be sure to consider | ||
rocWMMA's support matrix for datatypes, block sizes and architectures. | ||
- New features that aim to optimize rocWMMA must have benchmark and validation tests, and performance must approach the compute bound limit or | ||
memory bound limit. These tests should follow the same googletest framework laid out in the rocWMMA GEMM tests found in ``test/gemm``. | ||
Features that impact the performance of existing rocWMMA kernels must be accompanied with a performance analysis against the pre-existing | ||
kernels. | ||
2. **API Documentation**: | ||
- Any new outward facing rocWMMA API functions must be properly documented and included in the [API Reference Guide](https://github.com/ROCm/rocWMMA/blob/develop/docs/API_Reference_Guide.rst). | ||
3. **Type Support**: | ||
- All features introduced to rocWMMA must maintain support for the following types: | ||
- **Supported Datatypes (gfx9)** | ||
- Native Data Types: int8, f16, f32, f64* | ||
- Non-Native Data Types: h16 (__half), bf16, f8**, bf8** | ||
- **Supported Datatypes (gfx11)** | ||
- Native Data Types: int8, f16 | ||
- Non-Native Data Types: h16, bf16 | ||
| *Only on gfx90a, gfx940, gfx941 & gfx942. | | ||
|-------------------------------------------| | ||
| **Only on gfx940, gfx941 & gfx942. | | ||
|------------------------------------| | ||
- Support for the other rocWMMA fragment parameters as described in ``library/include/rocwmma/rocwmma.hpp`` must also be maintained. | ||
4. **Licensing**: | ||
- All code submitted to rocWMMA must be original, no AI generated code is currently being accepted. | ||
- The code you are contributing is your own, and you have the right to license it. | ||
- No code found under other licenses is permitted. | ||
- Any submitted code will subsequently be covered under the MIT License. | ||
- For each new file introduced in your pull request, please include the licensing header: | ||
``` | ||
/******************************************************************************* | ||
* | ||
* MIT License | ||
* | ||
* Copyright (C) 2024 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. | ||
* | ||
*******************************************************************************/ | ||
``` | ||
### Process ### | ||
Reviewers for rocWMMA pull requests are listed under ``.github/CODEOWNERS``. Pull requests should be properly documented with comments | ||
and linked to their corresponding issues. Pull request reviews should include insightful comments where changes are requested. | ||
#### Formatting #### | ||
rocWMMA C++ code is formatted using ``clang-format``. | ||
- To manually format using clang-format use the version in the | ||
``/opt/rocm/llvm/bin`` directory. Please do not use your system's built-in ``clang-format``, as this may be an older | ||
version that will result in different results. | ||
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To format a file, use: | ||
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``` | ||
/opt/rocm/llvm/bin/clang-format -style=file -i <path-to-source-file> | ||
``` | ||
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To format all files, run the following script in rocWMMA directory: | ||
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``` | ||
#!/bin/bash | ||
git ls-files -z *.cc *.cpp *.h *.hpp *.cl *.h.in *.hpp.in *.cpp.in | xargs -0 /opt/rocm/llvm/bin/clang-format -style=file -i | ||
``` | ||
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- Alternatively, githooks can be installed to format the code per-commit: | ||
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``` | ||
<path_to_rocWMMA>/.githooks/install | ||
``` |
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