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GRACE-1L/2L-OAM models #202

Merged
merged 17 commits into from
Feb 7, 2025
Merged

GRACE-1L/2L-OAM models #202

merged 17 commits into from
Feb 7, 2025

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yury-lysogorskiy
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These models were pre-trained on OMat24 and then finetuned on sAlex+MPTraj

prediction artifacts are shared at https://ruhr-uni-bochum.sciebo.de/s/Kl4n9TMnw1JjmOd

Yury Lysogorskiy and others added 11 commits February 6, 2025 16:09
- fix outdated phonondb_pbe_103_structures URL in data-files.yml
- simplify file path handling in hpc.py and test_hpc.py
- rename grace2l-r6.yml to grace-2L-mptrj.yml
- rename GRACE-(1|2)L-OAM model YAML files to grace-(1|2)l-oam.yml
- update Model enum in data.py to include new GRACE model paths
- with argparse for passing models, symprec values to analyze and debug mode
- Add example usage in script docstring
@janosh
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janosh commented Feb 7, 2025

thanks for the new models! impressive performance! 👍

this PR is almost ready to go. need to figure out an issue that snuck in while adding multiprocessing to scripts/analyze_geo_opt.py.

@janosh janosh added the new model Model submission label Feb 7, 2025
- uses ProcessPoolExecutor
- add CLI option for specifying number of worker processes
- improve logging and progress tracking
- add figshare pred_file_url for geo_opt, discovery and kappa_103 in grace-1L-oam.yml and grace-2L-oam.yml
@janosh janosh merged commit 7a0f8c8 into janosh:main Feb 7, 2025
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2 participants