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Complete training loop of thermo code - #207

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mattwthompson merged 6 commits into
mainfrom
full-loop
Oct 27, 2026
Merged

mattwthompson merged 6 commits into
mainfrom
full-loop

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@mattwthompson

@mattwthompson mattwthompson commented Oct 20, 2026 •

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Closes #198 (picked up for free)
Closes #199

Most of the way to #148 but not quite

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codecov-commenter commented Oct 20, 2026 •

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Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 82.06%. Comparing base (fd5acd8) to head (ac81b28).

Additional details and impacted files
@@           Coverage Diff           @@
##             main     #207   +/-   ##
=======================================
  Coverage   82.06%   82.06%           
=======================================
  Files          59       59           
  Lines        5313     5313           
=======================================
  Hits         4360     4360           
  Misses        953      953           

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@mattwthompson

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I'm probably missing something obvious, but I'm not getting any actual parameter updates with this code as-is, i.e.

$ diff examples/mvp/EPOCH_0/current_force_field.offxml examples/mvp/EPOCH_1/current_force_field.offxml | wc -l
       0

@mattwthompson mattwthompson changed the title Add energy and force predictions, loss optimization Complete training loop of thermo code Oct 27, 2026
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mattwthompson marked this pull request as ready for review October 27, 2026 15:59
@mattwthompson
mattwthompson merged commit c17dc3b into main Oct 27, 2026
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Ensure .backwards works with new thermo code Get energy.predict working with new thermo code

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