88
99<p align =" center " >
1010 <a href =" https://github.com/MFlowCode/MFC/actions " >
11- <img src="https://img.shields.io/github/actions/workflow/status/mflowcode/mfc/test.yml?style=flat&label=Tests&color=slateblue%09"/>
11+ <img src="https://img.shields.io/github/actions/workflow/status/mflowcode/mfc/test.yml?style=flat&label=Tests&color=slateblue%09" alt="Tests" />
1212 </a >
1313 <a href =" https://github.com/MFlowCode/MFC/blob/master/.github/CONTRIBUTING.md " >
14- <img src="https://img.shields.io/github/contributors-anon/mflowcode/mfc?style=flat&color=darkslategrey%09" />
14+ <img src="https://img.shields.io/github/contributors-anon/mflowcode/mfc?style=flat&color=darkslategrey%09" alt="Contributors" />
1515 </a >
1616 <a href =" https://join.slack.com/t/mflowcode/shared_invite/zt-y75wibvk-g~zztjknjYkK1hFgCuJxVw " >
17- <img src="https://img.shields.io/badge/slack-MFC-purple.svg?logo=slack" />
17+ <img src="https://img.shields.io/badge/slack-MFC-purple.svg?logo=slack" alt="Slack" />
1818 </a >
1919 <a href =" https://lbesson.mit-license.org/ " >
20- <img src="https://img.shields.io/badge/License-MIT-crimson.svg" />
20+ <img src="https://img.shields.io/badge/License-MIT-crimson.svg" alt="License" />
2121 </a >
2222 <a href =" https://codecov.io/github/MFlowCode/MFC " target =" _blank " >
23- <img src="https://codecov.io/github/MFlowCode/MFC/graph/badge.svg?token=8SY043QND4">
23+ <img src="https://codecov.io/github/MFlowCode/MFC/graph/badge.svg?token=8SY043QND4" alt="Codecov"/ >
2424 </a >
2525 <a href =" https://github.com/MFlowCode/MFC/blob/master/.github/CONTRIBUTING.md " target =" _blank " >
26- <img src="https://img.shields.io/badge/Contributing-Guide-orange?style=flat">
26+ <img src="https://img.shields.io/badge/Contributing-Guide-orange?style=flat" alt="Contributing"/ >
2727 </a >
2828</p >
2929
3030<p align =" center " >
3131 <a href =" https://mflowcode.github.io/ " >
32- <img src="https://img.shields.io/badge/docs-mflowcode.github.io-blue" />
32+ <img src="https://img.shields.io/badge/docs-mflowcode.github.io-blue" alt="Docs" />
3333 </a >
3434 <a href =" https://github.com/MFlowCode/MFC/discussions " >
35- <img src="https://img.shields.io/badge/discussions-join-brightgreen" />
35+ <img src="https://img.shields.io/badge/discussions-join-brightgreen" alt="Discussions" />
3636 </a >
3737 <a href =" https://github.com/codespaces/new?hide_repo_select=true&ref=master&repo=MFlowCode%2FMFC " >
38- <img src="https://img.shields.io/badge/Codespaces-Open-2ea44f?logo=github" />
38+ <img src="https://img.shields.io/badge/Codespaces-Open-2ea44f?logo=github" alt="Codespaces" />
3939 </a >
4040 <a href =" https://hub.docker.com/r/sbryngelson/mfc " >
41- <img src="https://img.shields.io/badge/dockerhub-images-important.svg?logo=Docker&style=flat" />
41+ <img src="https://img.shields.io/badge/dockerhub-images-important.svg?logo=Docker&style=flat" alt="DockerHub" />
4242 </a >
4343 <a href =" https://github.com/MFlowCode/homebrew-mfc " >
44- <img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" />
44+ <img src="https://img.shields.io/badge/homebrew-mflowcode%2Fmfc%2Fmfc-brown?logo=homebrew&style=flat" alt="Homebrew" />
4545 </a >
4646</p >
4747
@@ -186,10 +186,10 @@ MFC is a SPEChpc benchmark candidate, part of the JSC JUPITER Early Access Progr
186186
187187* GPU compatible on NVIDIA ([ P/V/A/H] 100, GH200, etc.) and AMD (MI[ 1/2/3] 00+) GPU and APU hardware
188188* Ideal weak scaling to 100% of the largest GPU and superchip supercomputers
189- * \> 43K AMD APUs (MI300A) on [ LLNL El Capitan] ( https://hpc.llnl.gov/hardware/compute-platforms/el-capitan )
190- * \> 3K AMD APUs (MI300A) on [ LLNL Tuolumne] ( https://hpc.llnl.gov/hardware/compute-platforms/tuolumne )
191- * \> 33K AMD GPUs (MI250X) on [ OLCF Frontier] ( https://www.olcf.ornl.gov/frontier/ )
192- * \> 10K NVIDIA GPUs (V100) on [ OLCF Summit] ( https://www.olcf.ornl.gov/summit/ )
189+ * \> 43K AMD APUs (MI300A) on [ LLNL El Capitan] ( https://hpc.llnl.gov/hardware/compute-platforms/el-capitan )
190+ * \> 3K AMD APUs (MI300A) on [ LLNL Tuolumne] ( https://hpc.llnl.gov/hardware/compute-platforms/tuolumne )
191+ * \> 33K AMD GPUs (MI250X) on [ OLCF Frontier] ( https://www.olcf.ornl.gov/frontier/ )
192+ * \> 10K NVIDIA GPUs (V100) on [ OLCF Summit] ( https://www.olcf.ornl.gov/summit/ )
193193* Near compute roofline behavior
194194* Compile-time case optimization (hard-codes parameters for significant speedup)
195195* RDMA (remote data memory access; GPU-GPU direct communication) via GPU-aware MPI on NVIDIA (CUDA-aware MPI) and AMD GPU systems
@@ -215,13 +215,13 @@ The original open-source release of MFC is ref. 3, which should be cited for pro
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216216<p align =" center " >
217217<a href =" https://doi.org/10.1016/j.cpc.2026.110055 " target =" _blank " >
218- <img src="https://img.shields.io/badge/DOI-10.1016/j.cpc.2026.110055-thistle.svg"/>
218+ <img src="https://img.shields.io/badge/DOI-10.1016/j.cpc.2026.110055-thistle.svg" alt="DOI 10.1016/j.cpc.2026.110055" />
219219</a >
220220<a href =" https://doi.org/10.5281/zenodo.17049757 " target =" _blank " >
221- <img src="https://zenodo.org/badge/DOI/10.5281/zenodo.17049757.svg"/>
221+ <img src="https://zenodo.org/badge/DOI/10.5281/zenodo.17049757.svg" alt="Zenodo DOI" />
222222</a >
223223<a href =" https://github.com/MFlowCode/MFC/stargazers " target =" _blank " >
224- <img src="https://img.shields.io/github/stars/MFlowCode/MFC?style=flat&color=maroon"/>
224+ <img src="https://img.shields.io/github/stars/MFlowCode/MFC?style=flat&color=maroon" alt="GitHub stars" />
225225</a >
226226</p >
227227
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