mlcommons-science

Welcome to the code and research repository supporting MLCommon's Science Working Group. In this repository you will find detials surrounding the implementation of a proposed MLCommons benchmark for the TEvolOp earthquake forcasting using deep learning technology.

Final Report Summer 2022

• Report: https://www.overleaf.com/read/vzfmkrkzvjsq
• Slides: https://docs.google.com/presentation/d/1W8H_pzVOfAI4yCG3D3UQvHALZWVG6py2CIdcl1-Dj5g/edit?usp=sharing

Progress Report 1 Summer 2022

• Report: https://docs.google.com/document/d/1KMrVVSWFUcEjPsPo0AZ9O8zYryUdE5PKWVizioRpN_8/edit?usp=sharing
• Slides: https://docs.google.com/presentation/d/1PnG3ri6oMPy7sPsQtNw7XdoN2Fqm6PD7CMpmsn2Dwcg/edit?usp=sharing

Progress Report 2 Summer 2022

• Report: https://docs.google.com/document/d/1Z-ACyT-PI_hS0J-pEVkcD5x0wdFOVWUn2ldvSd_Kh-E/edit?usp=sharing
• Slides: https://docs.google.com/presentation/d/1oq__gJJBLYJfI2P-2lQb2_MACCGQiVva0Q4GLSMEReE/edit?usp=sharing

Clone as developer

git clone --recursive git@github.com:Data-ScienceHub/mlcommons-science.git
cd mlcommons-science/mlcommons
git remote set-url origin git@github.com:laszewsk/mlcommons.git
git checkout main
cd ..

Background

• Presentation: https://www.youtube.com/playlist?list=PLy0VLh_GFyz9lz4ZOQIrDACQsuELQ0QnI
  • Slides: https://docs.google.com/presentation/d/1z3U10_Mrj5CSSeCMOllRL-CKpCvg6MUlmrYOnBe4N_I/edit#slide=id.gf2ef2f8fee_1_22

Code

git clone --recursive git@github.com:Data-ScienceHub/mlcommons-science.git
cd mlcommons-science/mlcommons
git remote set-url origin git@github.com:laszewsk/mlcommons.git
git checkout main
cd ..

or

• Earthquake Code: https://github.com/laszewsk/mlcommons/tree/main/benchmarks/earthquake
• MNIST Code: https://github.com/laszewsk/mlcommons/tree/main/examples/mnist-tensorflow

Report

• Overleaf: https://www.overleaf.com/read/qmcbyyjvgmnn
  • Github repo of overleaf paper: https://github.com/cyberaide/paper-capstone-mlcommons

Internal Communications

• Slack: https://spring22ds6011002.slack.com
• Course Slides: https://docs.google.com/presentation/d/1JvlRuL0Dtzle9i5cyGv1zWqgXpnNdDaBlvOu9EVDkfg/
• Project Tasking:< https://github.com/Data-ScienceHub/mlcommons-science/projects/1>

Developer Notes

• MLCommons Science Site: https://laszewsk.github.io/mlcommons/docs/

Deprecation

• Old Repo: https://github.com/cybertraining-dsc/capstone-earthquake
• Old Slack: https://slack-0qf4931.slack.com/archives/C03064D0YT0