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PR #62 was meant to add alternative test data, namely the result of a second scanner iteration using the version of the scanner currently deployed in realtime.
Checking the differences between the two iterations (reference and alternative), it seems the llh values always match, while there are differences in the reconstructed reco losses across the scanned pixels.
The RMS of the relative difference, defined as (ref - alt) / ref, can be as large as 0.05. Not sure this is the best metric.
Note that we do not use the reconstructed losses for anything right now, but we should try to pinpoint the origin of any non-deterministic behaviour.
Let's run the production scanner at least twice and see how the
npz
results differ pixel-to-pixel.Then, for
ScanResult.is_close()
, we can decide whether to disqualify pixels with zero-energies (we're currently doing this) or to increase thertol
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