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Merge pull request #133 from sliwowitz/alpaka_cms
Add alpaka benchmarking project and mark completed projects
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name: Alpaka benchmarks for CMS | ||
postdate: 2024-02-10 | ||
categories: | ||
- Analysis tools | ||
- Open science | ||
- Computing | ||
durations: | ||
- 3 months | ||
experiments: | ||
- CMS | ||
skillset: | ||
- C++ | ||
- CUDA | ||
status: | ||
- Available | ||
project: | ||
- IRIS-HEP | ||
location: | ||
- Any | ||
commitment: | ||
- Any | ||
program: | ||
- IRIS-HEP fellow | ||
shortdescription: Writing benchmarks for the [alpaka](https://github.com/alpaka-group/alpaka) performance portability library. | ||
description: > | ||
This project proposes to write benchmarks for the [alpaka](https://github.com/alpaka-group/alpaka) | ||
performance portability library to evaluate the performance of using various parallel constructs | ||
in the [pixel track](https://github.com/cms-patatrack/pixeltrack-standalone/) reconstruction software | ||
of the CMS experiment at CERN, and other software. The alpaka library facilitates development across diverse | ||
hardware architectures by providing a unified API for writing parallel software for CPUs, GPUs, and FPGAs. | ||
As the complexity of scientific software and alpaka itself grows, we need to continuously monitor the performance | ||
of its modules. | ||
The student's task will be to write performance benchmarks for alpaka in C++. | ||
In future, running these benchamerks will be integrated into our CI (Continuous Integration) and Unit Testing systems. | ||
A benchmark is a piece of C++ code written against the alpaka API that tests a specific functionality in alpaka, | ||
and measures its performance. The benchmarks range in complexity from short functions testing | ||
a single isolated feature, similar to a unit test, to complex algorithms that measure the performance | ||
of several modules interacting with each other. The project will start with short single-purpose benchmarks | ||
which will gradually introduce the student to the basics of using alpaka API and its different modules | ||
so that they can tackle complex challenging tasks in the later phases of the project. | ||
Students participating in this project will have the opportunity to contribute to programming | ||
a state-of-the-art C++ library, engaging directly with a developer group that adheres | ||
to the best software programming practices. They will gain hands-on experience in developing | ||
and implementing advanced computational solutions within a real-world scientific framework, | ||
enhancing their technical skills in high-performance computing and software development | ||
within a collaborative and cutting-edge research environment. | ||
contacts: | ||
- name: Jiri Vyskocil | ||
email: [email protected] | ||
- name: Volodymyr Bezguba | ||
email: [email protected] |
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- Git | ||
- CI/CD | ||
status: | ||
- Available | ||
- Complete | ||
project: | ||
- IRIS-HEP | ||
location: | ||
|
@@ -62,3 +62,5 @@ contacts: | |
email: [email protected] | ||
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||
mentees: | ||
- name: Yurii Perets | ||
link: https://iris-hep.org/fellows/YuriiPerets.html |
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@@ -13,7 +13,7 @@ skillset: | |
- C++ | ||
- CUDA | ||
status: | ||
- Available | ||
- Complete | ||
project: | ||
- IRIS-HEP | ||
location: | ||
|
@@ -50,3 +50,6 @@ contacts: | |
email: [email protected] | ||
- name: Volodymyr Bezguba | ||
email: [email protected] | ||
mentees: | ||
- name: Mykhailo Varvarin | ||
link: https://iris-hep.org/fellows/MichaelVarvarin.html |