Repository navigation

Switch to a more sensible normalization strategy for loss metrics - #70

Merged

allevitan merged 15 commits into

Apr 17, 2026

Merged

Switch to a more sensible normalization strategy for loss metrics#70
allevitan merged 15 commits into
masterfrom
newpoisson

Commits on Apr 3, 2026
Commits on Apr 5, 2026
- Final checks to ensure all tests pass with the new scaling
  allevitan
  committed
  388d166
- Fix a bug where the normalizers stopped the loss history from being saved as a numpy scalar, and added test coverage
  allevitan
  committed
  3d10f36
Commits on Apr 10, 2026
- Find and fix a bug where the normalization code didn't properly include masks
  allevitan
  committed
  3c15b19
Commits on Apr 13, 2026
- Update the amplitude MSE and intensity MSE loss to act equivalently - currently, the intensity MSE loss was by default a mean, but amplitude was by default a sum. Both functions now have a flag, us…
  allevitan
  committed
  d8fade9
- Fix a bug with the mask implementation for the normalizers conflicting with SimplePtycho, and update the thresholds to accomodate the new normalization with masks and for intensity_MSE
  allevitan
  committed
  fcd0b31