{ "created": "2026-09-27T23:41:38.120774+00:00", "choices": { "func-soft-adam": { "lr": 0.001, "level": 1.0, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 }, "func-soft-gn": { "lr": 0.1, "level": 1.0, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 }, "func-hard-adam": { "lr": 0.0001, "level": 0.1, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 }, "func-hard-gn": { "lr": 0.1, "level": 0.1, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 }, "repr-soft-adam": { "lr": 0.001, "level": 0.0, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 }, "repr-soft-gn": { "lr": 0.1, "level": 0.0, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 }, "repr-hard-adam": { "lr": 0.001, "level": 0.01, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 }, "repr-hard-gn": { "lr": 0.1, "level": 0.01, "damping": 0.01, "rank": 8, "refresh": 16, "trust_fraction": 0.05 } }, "rule": "Minimize summed V broken, then mean E NLL; soft penalty shared across solvers; final accepted-budget sample; no U" }