Rift o4d junior calmarg in loop: AFTER main 'distance' merge#139

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oshaughn:rift_O4dfrom

oshaughnessy-junior:rift_O4d_junior_calmarg_in_loop

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Commits on May 28, 2026

for Patricia: exposing digits
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Commits on May 29, 2026

Update util_TestSpokesIO.py: fix digits call to opt.digits
patricia-mcmillin42
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calmarg: in-loop calibration marginalization (Option B) in ILE GPU likelihood

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calmarg: add backtest harness (methods registry + Option C stub + physics scaffold)

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calmarg: Option C fused CUDA kernel for in-loop cal marginalization (default helper)

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calmarg: extend backtest harness to multiple detectors

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calmarg: Option C stage 2 -- fused distmarg kernel (separate kernel + loop fallback)

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calmarg: wire ILE driver to fused kernel behind --calibration-fused-kernel (opt-in)

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calmarg: fix scalar invDist in fused path; backtest against real distmarg table

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calmarg: document end-to-end driver test + invDist fix in design doc

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calmarg: pipe sugar + demo/rift/calmarg (3-IFO in-loop calibration marginalization)

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calmarg: guard fused kernels vs out-of-range offsets; demo defaults to AV sampler

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calmarg: guard shared Q_inner_product kernel vs out-of-range time offsets

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