Science Score: 67.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 5 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, zenodo.org -
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (9.8%) to scientific vocabulary
Keywords
Repository
Julia implementation of TRON solver on GPUs
Basic Info
Statistics
- Stars: 18
- Watchers: 7
- Forks: 4
- Open Issues: 4
- Releases: 14
Topics
Metadata Files
README.md
ExaTron.jl
ExaTron.jl implements a trust-region Newton solver for batched nonlinear programming on GPUs. Problems in the batch are solved in parallel by employing multiple thread blocks on GPUs. Our basic algorithm to solve each problem on GPUs is an extension of the algorithm by Lin and More and its code TRON.
Please check out this branch to see how to generate PTX code for our kernel and reproduce the experimental results in our technical report.
Installation
julia
pkg> add ExaTron
Citing this package
@misc{ExaTron.jl.0.0.0,
author = {Kim, Youngdae and Pacaud, Fran\ccois and Kim, Kibaek},
title = {{ExaTron.jl: GPU-capable TRON solver in Julia}},
month = Mar,
year = 2021,
version = {0.0.0},
url = {https://github.com/exanauts/ExaTron.jl}
}
Acknowledgements
This material is based upon work supported by the U.S. Department of Energy, Office of Science, under contract number DE-AC02-06CH11357.
Owner
- Name: Exanauts
- Login: exanauts
- Kind: organization
- Website: https://exanauts.github.io/
- Repositories: 19
- Profile: https://github.com/exanauts
An eclectic collection of ECP ExaSGD project codes
Citation (CITATION.cff)
cff-version: 1.2.0
authors:
- family-names: Kim
given-names: Youngdae
- family-names: Pacaud
given-names: François
- family-names: Kim
given-names: Kibaek
- family-names: Schanen
given-names: Michel
doi: 10.5281/zenodo.6604719
GitHub Events
Total
- Watch event: 2
Last Year
- Watch event: 2
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 33
- Total pull requests: 61
- Average time to close issues: 6 months
- Average time to close pull requests: about 1 month
- Total issue authors: 5
- Total pull request authors: 4
- Average comments per issue: 4.36
- Average comments per pull request: 0.33
- Merged pull requests: 51
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- kibaekkim (8)
- youngdae (5)
- frapac (4)
- michel2323 (2)
- JuliaTagBot (1)
Pull Request Authors
- michel2323 (16)
- frapac (9)
- kibaekkim (8)
- youngdae (2)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- julia 1 total
- Total dependent packages: 2
- Total dependent repositories: 0
- Total versions: 14
juliahub.com: ExaTron
Julia implementation of TRON solver on GPUs
- Documentation: https://docs.juliahub.com/General/ExaTron/stable/
- License: MIT
-
Latest release: 3.0.3
published over 2 years ago
Rankings
Dependencies
- JuliaRegistries/TagBot v1 composite