feat: GPU device seam + synthetic benchmark harness - #45

Merged

nceglia merged 11 commits into

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feat/gpu-device-seam

Aug 5, 2026

Commits on Aug 3, 2026

feat(gpu): make the device seam reachable from every metric (CU-01)

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feat(benchmarks): synthetic MAE grid vs the known-MI oracle

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Commits on Aug 4, 2026

chore: remove stray handbook swept in by git add -A

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feat(datasets): generate from the published benchmark's empirical fit

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fix(datasets): V is stored (D, L) in the fit; transpose to (L, D)

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feat(benchmarks): reproduce the published grid from the empirical fit

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feat(benchmarks): --k-infer override so fixture sweeps aren't confounded by K

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feat(benchmarks): carry NMI(E[J]) alongside E[NMI(J)], plus single-cell overrides

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docs: record the coupling-dependent NMI bias found by the benchmark

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feat(benchmarks): --local-scale, to test the corner-seeking hypothesis

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Commits on Aug 5, 2026

Merge branch 'main' into feat/gpu-device-seam
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