Prepare for paper runs - Githubissues

darioizzo / geodesyNets

Experiments with artificial neural networks and geodesy

GNU General Public License v3.0

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Prepare for paper runs #77

Closed gomezzz closed 3 years ago

gomezzz commented 3 years ago

First merge #79 !

Seeded validation
Added early stopping (saving best model now)
Refactored validation results storing
Added some comments

Added the results / run sheet here: https://docs.google.com/spreadsheets/d/1llfjDq9oLuIrbALwk3SYXsqE4_g3EuoZ-04RdUHV8JI/edit?usp=sharing

Closes #73, #67

gomezzz commented 3 years ago

TODOs:

Expose siren omega to benchmark script for parameter study ✔️
Merge from master (in particular to get differential training) ✔️
Adapt benchmark run parameters to desired run(s)
Add differential training to run_benchmark ✔️