P4: bench all existing parametric LUT sets on full honest corpus — Pchip remains best (0.773)
All previously-derived parametric LUT forms (u563a60 A=-13.78/68.29/0.344, lut5/ lut4 gamma-LUT, power-law, linear 0.483/0.717, real extracted points) tested on the full 59-case honest 24-bit metric within one fixed bridge pipeline. None beat the committed Pchip (0.773; worst powerlaw 6.8). F1 closed: parametric curve production was already done, none accepted; structural A/B/gamma from ctx+0x188 remains the only path to bytes (blocked on level-path object live capture).
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@@ -1036,3 +1036,27 @@ reproduce the committed references EXACTLY. => Bit-exact (bytes) is REACHABLE; t
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that could have made it impossible (per-run randomization) is closed. The remaining work
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to bytes-parity is purely: exact structural chain + exact kernels + internal 48000/4096
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geometry + live A/B/gamma, NOT fighting host nondeterminism.
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## ============ UPDATE 2026-08-20v: EXISTING PARAMETRIC LUT SETS BENCHED (F1 closure) ============
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All previously-derived parametric-LUT sets (from repo scripts + NOTES) tested on the
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FULL honest 24-bit corpus (59 cases) inside ONE fixed bridge pipeline
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(C = G*LUT(xv)+W*warp^A, gain=(1-C)*res^rp, committed G/W/A/rp). Result:
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LUT form mean|err| max
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------------------ -------- -----
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pchip (committed) 0.773 3.426 <-- BEST (unchanged)
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linear (0.483/0.717) 1.017 3.116
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realpts (lutpts.npy) 1.134 3.192
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u563a60 (A=-13.78/B=68.29/g=0.344) 1.669 6.004
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lut5 (0.4356/0.5914/1.999/0.9364) 1.785 3.951
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lut4 (fit_lut) 1.785 3.951
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powerlaw(C=8) 6.809 11.880
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=> The empirical Pchip curve remains the best form-factor; NO existing parametric set
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beats it at fixed bridge params. Realistic conclusion: the recovered runtime curve
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(NOTES:967) was fit to extracted (xv,C) points, but those points themselves came from
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the SAME bridge-shaped model (LUT=xv->C), so parameteric fits overfit their source
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and lose on the honest render metric. Pchip baseline (0.773) stays canonical.
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F1 (params of the LUT curve) is hereby CLOSED as "already produced, none accepted";
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the structural A/B/gamma from ctx+0x188 remains the only path to bytes (blocked:
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level-path object not live-captured; see F2/F5.)
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