AtlasOpenCoder / validation /paper2 /ABLATION_RANKS.json
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AtlasOpenCoder v1: the battery, the artefacts and both papers' manifests
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{ "what": "A1.1b: the ablation read as a rank among the control masks", "why": "the control is long-tailed at 83.9 B and 2,034 B -- SD ~2.2x its own mean and still rising at 200 masks -- so a control unit has no converged denominator there. A rank has none to converge.", "definition": { "rank_from_top": "1 + the number of random masks whose loss rise is at or above the carrier set's", "exact_one_sided_p": "(1 + #{random >= carrier}) / (1 + n_masks)", "floor": "the smallest p an n-mask control allows is 1/(n+1); at n = 320 that is 0.00312, just under Holm's first threshold of 0.05/16 = 0.003125, which is why 320 and not 200 were drawn", "holm": "Holm-Bonferroni at alpha = 0.05 across the 16 constructs, separately at each reference", "old_set": "the same rank for the 84 B carrier set removed at the end, against the SAME masks", "mask_check": "the mean and SD recomputed from the FIRST 200 per-mask values are compared with the 23 Oct run's stored figures to within 1e-06; a mismatch means different masks and stops the read" }, "fixed_before_computing": true, "baseline_prefix": 200, "mask_check": { "pretrain_iter_0001000": { "n_constructs_checked_against_23_oct": 16, "n_constructs": 16 }, "pretrain_iter_0020000": { "n_constructs_checked_against_23_oct": 16, "n_constructs": 16 }, "pretrain_iter_0484865": { "n_constructs_checked_against_23_oct": 16, "n_constructs": 16 } }, "per_reference": { "pretrain_iter_0001000": { "tokens_b": 4.19, "n_constructs": 16, "n_masks": 320, "floor_p": 0.003115264797507788, "holm_first_threshold": 0.003125, "floor_can_clear_holm": true, "n_exceeding_every_mask": 2, "constructs_exceeding_every_mask": [ "Lambda", "Try" ], "n_holm_significant": 2, "constructs_holm_significant": [ "Lambda", "Try" ], "median_rank_from_top": 63.5, "n_p_below_0.05_uncorrected": 3, "old_set": null, "per_construct": { "AsyncFor": { "carrier_rise_nats": 0.1417616092162448, "rise_over_random_nats": 0.07012812873128527, "control_mean_nats": 0.07163348048495954, "current": { "n_masks": 320, "n_random_at_or_above": 59, "n_random_below": 261, "rank_from_top": 60, "share_below": 0.815625, "exact_one_sided_p": 0.18691588785046728, "exceeds_every_mask": false, "holm_significant": false } }, "AsyncWith": { "carrier_rise_nats": 0.20135072762003325, "rise_over_random_nats": 0.1391150025534445, "control_mean_nats": 0.06223572506658877, "current": { "n_masks": 320, "n_random_at_or_above": 40, "n_random_below": 280, "rank_from_top": 41, "share_below": 0.875, "exact_one_sided_p": 0.1277258566978193, "exceeds_every_mask": false, "holm_significant": false } }, "DictComp": { "carrier_rise_nats": 0.10147391727992527, "rise_over_random_nats": 0.050006443547959536, "control_mean_nats": 0.05146747373196574, "current": { "n_masks": 320, "n_random_at_or_above": 51, "n_random_below": 269, "rank_from_top": 52, "share_below": 0.840625, "exact_one_sided_p": 0.16199376947040497, "exceeds_every_mask": false, "holm_significant": false } }, "For": { "carrier_rise_nats": 0.18285812355942976, "rise_over_random_nats": 0.0949608547221171, "control_mean_nats": 0.08789726883731266, "current": { "n_masks": 320, "n_random_at_or_above": 5, "n_random_below": 315, "rank_from_top": 6, "share_below": 0.984375, "exact_one_sided_p": 0.018691588785046728, "exceeds_every_mask": false, "holm_significant": false } }, "GeneratorExp": { "carrier_rise_nats": 0.15341256596715258, "rise_over_random_nats": 0.07657122607461066, "control_mean_nats": 0.07684133989254192, "current": { "n_masks": 320, "n_random_at_or_above": 46, "n_random_below": 274, "rank_from_top": 47, "share_below": 0.85625, "exact_one_sided_p": 0.14641744548286603, "exceeds_every_mask": false, "holm_significant": false } }, "If": { "carrier_rise_nats": -0.007977972562978164, "rise_over_random_nats": -0.04470708500032912, "control_mean_nats": 0.036729112437350955, "current": { "n_masks": 320, "n_random_at_or_above": 242, "n_random_below": 78, "rank_from_top": 243, "share_below": 0.24375, "exact_one_sided_p": 0.7570093457943925, "exceeds_every_mask": false, "holm_significant": false } }, "IfExp": { "carrier_rise_nats": 0.1362532886366048, "rise_over_random_nats": 0.05776264846402532, "control_mean_nats": 0.07849064017257948, "current": { "n_masks": 320, "n_random_at_or_above": 95, "n_random_below": 225, "rank_from_top": 96, "share_below": 0.703125, "exact_one_sided_p": 0.29906542056074764, "exceeds_every_mask": false, "holm_significant": false } }, "Import": { "carrier_rise_nats": 0.27605540935809714, "rise_over_random_nats": 0.20250309682809323, "control_mean_nats": 0.07355231253000391, "current": { "n_masks": 320, "n_random_at_or_above": 79, "n_random_below": 241, "rank_from_top": 80, "share_below": 0.753125, "exact_one_sided_p": 0.24922118380062305, "exceeds_every_mask": false, "holm_significant": false } }, "ImportFrom": { "carrier_rise_nats": -0.12070604471059987, "rise_over_random_nats": -0.009377542825845839, "control_mean_nats": -0.11132850188475403, "current": { "n_masks": 320, "n_random_at_or_above": 168, "n_random_below": 152, "rank_from_top": 169, "share_below": 0.475, "exact_one_sided_p": 0.5264797507788161, "exceeds_every_mask": false, "holm_significant": false } }, "Lambda": { "carrier_rise_nats": 0.7078969826300936, "rise_over_random_nats": 0.6330618923355357, "control_mean_nats": 0.07483509029455793, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true } }, "ListComp": { "carrier_rise_nats": 0.1092176328455734, "rise_over_random_nats": 0.026037895380694343, "control_mean_nats": 0.08317973746487906, "current": { "n_masks": 320, "n_random_at_or_above": 90, "n_random_below": 230, "rank_from_top": 91, "share_below": 0.71875, "exact_one_sided_p": 0.2834890965732087, "exceeds_every_mask": false, "holm_significant": false } }, "NamedExpr": { "carrier_rise_nats": -0.06559552901830479, "rise_over_random_nats": -0.1530518639355142, "control_mean_nats": 0.08745633491720942, "current": { "n_masks": 320, "n_random_at_or_above": 261, "n_random_below": 59, "rank_from_top": 262, "share_below": 0.184375, "exact_one_sided_p": 0.8161993769470405, "exceeds_every_mask": false, "holm_significant": false } }, "SetComp": { "carrier_rise_nats": 0.11136166093313093, "rise_over_random_nats": 0.04279677342566719, "control_mean_nats": 0.06856488750746374, "current": { "n_masks": 320, "n_random_at_or_above": 66, "n_random_below": 254, "rank_from_top": 67, "share_below": 0.79375, "exact_one_sided_p": 0.2087227414330218, "exceeds_every_mask": false, "holm_significant": false } }, "Try": { "carrier_rise_nats": 1.3229805639758707, "rise_over_random_nats": 1.2464003089046862, "control_mean_nats": 0.07658025507118438, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true } }, "While": { "carrier_rise_nats": -0.014500070499991025, "rise_over_random_nats": -0.03628052254800188, "control_mean_nats": 0.021780452048010858, "current": { "n_masks": 320, "n_random_at_or_above": 233, "n_random_below": 87, "rank_from_top": 234, "share_below": 0.271875, "exact_one_sided_p": 0.7289719626168224, "exceeds_every_mask": false, "holm_significant": false } }, "With": { "carrier_rise_nats": 0.28541309173618057, "rise_over_random_nats": 0.1778578936820847, "control_mean_nats": 0.10755519805409586, "current": { "n_masks": 320, "n_random_at_or_above": 17, "n_random_below": 303, "rank_from_top": 18, "share_below": 0.946875, "exact_one_sided_p": 0.056074766355140186, "exceeds_every_mask": false, "holm_significant": false } } } }, "pretrain_iter_0020000": { "tokens_b": 83.9, "n_constructs": 16, "n_masks": 320, "floor_p": 0.003115264797507788, "holm_first_threshold": 0.003125, "floor_can_clear_holm": true, "n_exceeding_every_mask": 8, "constructs_exceeding_every_mask": [ "DictComp", "GeneratorExp", "IfExp", "Lambda", "ListComp", "NamedExpr", "SetComp", "Try" ], "n_holm_significant": 8, "constructs_holm_significant": [ "DictComp", "GeneratorExp", "IfExp", "Lambda", "ListComp", "NamedExpr", "SetComp", "Try" ], "median_rank_from_top": 9.5, "n_p_below_0.05_uncorrected": 8, "old_set": { "n_constructs": 16, "n_exceeding_every_mask": 1, "constructs_exceeding_every_mask": [ "Try" ], "n_holm_significant": 1, "median_rank_from_top": 117.5, "n_p_below_0.05_uncorrected": 4 }, "per_construct": { "AsyncFor": { "carrier_rise_nats": 0.03523392910916123, "rise_over_random_nats": 0.03348632161364622, "control_mean_nats": 0.0017476074955150168, "current": { "n_masks": 320, "n_random_at_or_above": 76, "n_random_below": 244, "rank_from_top": 77, "share_below": 0.7625, "exact_one_sided_p": 0.2398753894080997, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": -0.09800286217450394, "old_set": { "n_masks": 320, "n_random_at_or_above": 301, "n_random_below": 19, "rank_from_top": 302, "share_below": 0.059375, "exact_one_sided_p": 0.940809968847352, "exceeds_every_mask": false, "holm_significant": false } }, "AsyncWith": { "carrier_rise_nats": 0.0490670496454606, "rise_over_random_nats": 0.030745030828648746, "control_mean_nats": 0.018322018816811857, "current": { "n_masks": 320, "n_random_at_or_above": 97, "n_random_below": 223, "rank_from_top": 98, "share_below": 0.696875, "exact_one_sided_p": 0.3052959501557632, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.18220664636017014, "old_set": { "n_masks": 320, "n_random_at_or_above": 3, "n_random_below": 317, "rank_from_top": 4, "share_below": 0.990625, "exact_one_sided_p": 0.012461059190031152, "exceeds_every_mask": false, "holm_significant": false } }, "DictComp": { "carrier_rise_nats": 0.48711215427943655, "rise_over_random_nats": 0.4298615909755536, "control_mean_nats": 0.05725056330388293, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.00564692798925881, "old_set": { "n_masks": 320, "n_random_at_or_above": 260, "n_random_below": 60, "rank_from_top": 261, "share_below": 0.1875, "exact_one_sided_p": 0.8130841121495327, "exceeds_every_mask": false, "holm_significant": false } }, "For": { "carrier_rise_nats": 0.0788237883653009, "rise_over_random_nats": 0.08949680173872253, "control_mean_nats": -0.010673013373421626, "current": { "n_masks": 320, "n_random_at_or_above": 19, "n_random_below": 301, "rank_from_top": 20, "share_below": 0.940625, "exact_one_sided_p": 0.06230529595015576, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": -0.01794954477366506, "old_set": { "n_masks": 320, "n_random_at_or_above": 171, "n_random_below": 149, "rank_from_top": 172, "share_below": 0.465625, "exact_one_sided_p": 0.5358255451713395, "exceeds_every_mask": false, "holm_significant": false } }, "GeneratorExp": { "carrier_rise_nats": 0.9429304660274287, "rise_over_random_nats": 0.8968278772675142, "control_mean_nats": 0.04610258875991441, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.18608261485995303, "old_set": { "n_masks": 320, "n_random_at_or_above": 9, "n_random_below": 311, "rank_from_top": 10, "share_below": 0.971875, "exact_one_sided_p": 0.03115264797507788, "exceeds_every_mask": false, "holm_significant": false } }, "If": { "carrier_rise_nats": 0.06999209164169384, "rise_over_random_nats": 0.06632515703567532, "control_mean_nats": 0.003666934606018528, "current": { "n_masks": 320, "n_random_at_or_above": 17, "n_random_below": 303, "rank_from_top": 18, "share_below": 0.946875, "exact_one_sided_p": 0.056074766355140186, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.014989544597008964, "old_set": { "n_masks": 320, "n_random_at_or_above": 128, "n_random_below": 192, "rank_from_top": 129, "share_below": 0.6, "exact_one_sided_p": 0.40186915887850466, "exceeds_every_mask": false, "holm_significant": false } }, "IfExp": { "carrier_rise_nats": 1.1635968880727887, "rise_over_random_nats": 1.0711667547892527, "control_mean_nats": 0.09243013328353604, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.16443624813109636, "old_set": { "n_masks": 320, "n_random_at_or_above": 62, "n_random_below": 258, "rank_from_top": 63, "share_below": 0.80625, "exact_one_sided_p": 0.19626168224299065, "exceeds_every_mask": false, "holm_significant": false } }, "Import": { "carrier_rise_nats": 0.17150603807889553, "rise_over_random_nats": 0.024193727282378175, "control_mean_nats": 0.14731231079651735, "current": { "n_masks": 320, "n_random_at_or_above": 138, "n_random_below": 182, "rank_from_top": 139, "share_below": 0.56875, "exact_one_sided_p": 0.43302180685358255, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": -0.11024042276235768, "old_set": { "n_masks": 320, "n_random_at_or_above": 251, "n_random_below": 69, "rank_from_top": 252, "share_below": 0.215625, "exact_one_sided_p": 0.7850467289719626, "exceeds_every_mask": false, "holm_significant": false } }, "ImportFrom": { "carrier_rise_nats": -0.2848721650930557, "rise_over_random_nats": -0.43324503256724417, "control_mean_nats": 0.14837286747418849, "current": { "n_masks": 320, "n_random_at_or_above": 296, "n_random_below": 24, "rank_from_top": 297, "share_below": 0.075, "exact_one_sided_p": 0.9252336448598131, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": -0.1401679699237537, "old_set": { "n_masks": 320, "n_random_at_or_above": 266, "n_random_below": 54, "rank_from_top": 267, "share_below": 0.16875, "exact_one_sided_p": 0.8317757009345794, "exceeds_every_mask": false, "holm_significant": false } }, "Lambda": { "carrier_rise_nats": 3.844317145878449, "rise_over_random_nats": 3.837937072486299, "control_mean_nats": 0.0063800733921501275, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.05142466863617301, "old_set": { "n_masks": 320, "n_random_at_or_above": 105, "n_random_below": 215, "rank_from_top": 106, "share_below": 0.671875, "exact_one_sided_p": 0.3302180685358255, "exceeds_every_mask": false, "holm_significant": false } }, "ListComp": { "carrier_rise_nats": 0.565710187563436, "rise_over_random_nats": 0.5202486617386641, "control_mean_nats": 0.045461525824771906, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.09841740433939838, "old_set": { "n_masks": 320, "n_random_at_or_above": 59, "n_random_below": 261, "rank_from_top": 60, "share_below": 0.815625, "exact_one_sided_p": 0.18691588785046728, "exceeds_every_mask": false, "holm_significant": false } }, "NamedExpr": { "carrier_rise_nats": 0.5067045245415125, "rise_over_random_nats": 0.4328448565509646, "control_mean_nats": 0.07385966799054788, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.20884753343386553, "old_set": { "n_masks": 320, "n_random_at_or_above": 49, "n_random_below": 271, "rank_from_top": 50, "share_below": 0.846875, "exact_one_sided_p": 0.1557632398753894, "exceeds_every_mask": false, "holm_significant": false } }, "SetComp": { "carrier_rise_nats": 0.6881910665386224, "rise_over_random_nats": 0.6455035687135866, "control_mean_nats": 0.0426874978250358, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.01583829628029454, "old_set": { "n_masks": 320, "n_random_at_or_above": 200, "n_random_below": 120, "rank_from_top": 201, "share_below": 0.375, "exact_one_sided_p": 0.6261682242990654, "exceeds_every_mask": false, "holm_significant": false } }, "Try": { "carrier_rise_nats": 3.5069999124854805, "rise_over_random_nats": 3.4998270750280702, "control_mean_nats": 0.007172837457410067, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.09140870977938177, "old_set": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true } }, "While": { "carrier_rise_nats": -0.06427306234153035, "rise_over_random_nats": -0.06492174298421333, "control_mean_nats": 0.000648680642682977, "current": { "n_masks": 320, "n_random_at_or_above": 287, "n_random_below": 33, "rank_from_top": 288, "share_below": 0.103125, "exact_one_sided_p": 0.897196261682243, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.012056895694054603, "old_set": { "n_masks": 320, "n_random_at_or_above": 147, "n_random_below": 173, "rank_from_top": 148, "share_below": 0.540625, "exact_one_sided_p": 0.46105919003115264, "exceeds_every_mask": false, "holm_significant": false } }, "With": { "carrier_rise_nats": 0.013242842895643925, "rise_over_random_nats": 0.0034807841106415816, "control_mean_nats": 0.009762058785002343, "current": { "n_masks": 320, "n_random_at_or_above": 149, "n_random_below": 171, "rank_from_top": 150, "share_below": 0.534375, "exact_one_sided_p": 0.4672897196261682, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.15001671867711197, "old_set": { "n_masks": 320, "n_random_at_or_above": 5, "n_random_below": 315, "rank_from_top": 6, "share_below": 0.984375, "exact_one_sided_p": 0.018691588785046728, "exceeds_every_mask": false, "holm_significant": false } } } }, "pretrain_iter_0484865": { "tokens_b": 2034.0, "n_constructs": 16, "n_masks": 320, "floor_p": 0.003115264797507788, "holm_first_threshold": 0.003125, "floor_can_clear_holm": true, "n_exceeding_every_mask": 8, "constructs_exceeding_every_mask": [ "AsyncWith", "GeneratorExp", "If", "IfExp", "Lambda", "ListComp", "Try", "With" ], "n_holm_significant": 8, "constructs_holm_significant": [ "AsyncWith", "GeneratorExp", "If", "IfExp", "Lambda", "ListComp", "Try", "With" ], "median_rank_from_top": 2.5, "n_p_below_0.05_uncorrected": 11, "old_set": { "n_constructs": 16, "n_exceeding_every_mask": 4, "constructs_exceeding_every_mask": [ "GeneratorExp", "IfExp", "Lambda", "Try" ], "n_holm_significant": 4, "median_rank_from_top": 33.0, "n_p_below_0.05_uncorrected": 5 }, "per_construct": { "AsyncFor": { "carrier_rise_nats": -0.28349481836519597, "rise_over_random_nats": -0.27300053677600156, "control_mean_nats": -0.01049428158919443, "current": { "n_masks": 320, "n_random_at_or_above": 315, "n_random_below": 5, "rank_from_top": 316, "share_below": 0.015625, "exact_one_sided_p": 0.9844236760124611, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": -0.046018336537248405, "old_set": { "n_masks": 320, "n_random_at_or_above": 225, "n_random_below": 95, "rank_from_top": 226, "share_below": 0.296875, "exact_one_sided_p": 0.7040498442367601, "exceeds_every_mask": false, "holm_significant": false } }, "AsyncWith": { "carrier_rise_nats": 0.4033340231443827, "rise_over_random_nats": 0.3663012905859293, "control_mean_nats": 0.03703273255845339, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.1525754706504252, "old_set": { "n_masks": 320, "n_random_at_or_above": 24, "n_random_below": 296, "rank_from_top": 25, "share_below": 0.925, "exact_one_sided_p": 0.0778816199376947, "exceeds_every_mask": false, "holm_significant": false } }, "DictComp": { "carrier_rise_nats": 0.33314869160554883, "rise_over_random_nats": 0.2643692378859437, "control_mean_nats": 0.06877945371960517, "current": { "n_masks": 320, "n_random_at_or_above": 6, "n_random_below": 314, "rank_from_top": 7, "share_below": 0.98125, "exact_one_sided_p": 0.021806853582554516, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.22630855404600814, "old_set": { "n_masks": 320, "n_random_at_or_above": 19, "n_random_below": 301, "rank_from_top": 20, "share_below": 0.940625, "exact_one_sided_p": 0.06230529595015576, "exceeds_every_mask": false, "holm_significant": false } }, "For": { "carrier_rise_nats": 0.10947780882247238, "rise_over_random_nats": 0.10335725028700557, "control_mean_nats": 0.006120558535466809, "current": { "n_masks": 320, "n_random_at_or_above": 12, "n_random_below": 308, "rank_from_top": 13, "share_below": 0.9625, "exact_one_sided_p": 0.040498442367601244, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.016702145681601, "old_set": { "n_masks": 320, "n_random_at_or_above": 148, "n_random_below": 172, "rank_from_top": 149, "share_below": 0.5375, "exact_one_sided_p": 0.46417445482866043, "exceeds_every_mask": false, "holm_significant": false } }, "GeneratorExp": { "carrier_rise_nats": 0.5844476452938796, "rise_over_random_nats": 0.5488085963399277, "control_mean_nats": 0.03563904895395183, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.4551018119463457, "old_set": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true } }, "If": { "carrier_rise_nats": 0.35956109269265674, "rise_over_random_nats": 0.3496391834620516, "control_mean_nats": 0.009921909230605144, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": -0.0030725273047236823, "old_set": { "n_masks": 320, "n_random_at_or_above": 202, "n_random_below": 118, "rank_from_top": 203, "share_below": 0.36875, "exact_one_sided_p": 0.632398753894081, "exceeds_every_mask": false, "holm_significant": false } }, "IfExp": { "carrier_rise_nats": 1.6695803925395007, "rise_over_random_nats": 1.5807033639350263, "control_mean_nats": 0.08887702860447447, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.8262225513656931, "old_set": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true } }, "Import": { "carrier_rise_nats": 0.6679911613464355, "rise_over_random_nats": 0.484318252710196, "control_mean_nats": 0.18367290863623956, "current": { "n_masks": 320, "n_random_at_or_above": 54, "n_random_below": 266, "rank_from_top": 55, "share_below": 0.83125, "exact_one_sided_p": 0.17133956386292834, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.04502850312453077, "old_set": { "n_masks": 320, "n_random_at_or_above": 207, "n_random_below": 113, "rank_from_top": 208, "share_below": 0.353125, "exact_one_sided_p": 0.6479750778816199, "exceeds_every_mask": false, "holm_significant": false } }, "ImportFrom": { "carrier_rise_nats": 0.39929918142465404, "rise_over_random_nats": 0.10829020314491683, "control_mean_nats": 0.2910089782797372, "current": { "n_masks": 320, "n_random_at_or_above": 143, "n_random_below": 177, "rank_from_top": 144, "share_below": 0.553125, "exact_one_sided_p": 0.4485981308411215, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.17609676947960473, "old_set": { "n_masks": 320, "n_random_at_or_above": 188, "n_random_below": 132, "rank_from_top": 189, "share_below": 0.4125, "exact_one_sided_p": 0.5887850467289719, "exceeds_every_mask": false, "holm_significant": false } }, "Lambda": { "carrier_rise_nats": 4.991929735212277, "rise_over_random_nats": 4.991729124280877, "control_mean_nats": 0.00020061093140012683, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 3.5500454863843824, "old_set": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true } }, "ListComp": { "carrier_rise_nats": 1.0094922351353057, "rise_over_random_nats": 0.9592243367437328, "control_mean_nats": 0.05026789839157295, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 0.15053607848695094, "old_set": { "n_masks": 320, "n_random_at_or_above": 50, "n_random_below": 270, "rank_from_top": 51, "share_below": 0.84375, "exact_one_sided_p": 0.1588785046728972, "exceeds_every_mask": false, "holm_significant": false } }, "NamedExpr": { "carrier_rise_nats": 0.06876956193875117, "rise_over_random_nats": -0.0524427229228116, "control_mean_nats": 0.12121228486156277, "current": { "n_masks": 320, "n_random_at_or_above": 206, "n_random_below": 114, "rank_from_top": 207, "share_below": 0.35625, "exact_one_sided_p": 0.6448598130841121, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.36871654788653085, "old_set": { "n_masks": 320, "n_random_at_or_above": 19, "n_random_below": 301, "rank_from_top": 20, "share_below": 0.940625, "exact_one_sided_p": 0.06230529595015576, "exceeds_every_mask": false, "holm_significant": false } }, "SetComp": { "carrier_rise_nats": 0.48361611850370645, "rise_over_random_nats": 0.4344779458142783, "control_mean_nats": 0.049138172689428175, "current": { "n_masks": 320, "n_random_at_or_above": 3, "n_random_below": 317, "rank_from_top": 4, "share_below": 0.990625, "exact_one_sided_p": 0.012461059190031152, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.16865868374780968, "old_set": { "n_masks": 320, "n_random_at_or_above": 40, "n_random_below": 280, "rank_from_top": 41, "share_below": 0.875, "exact_one_sided_p": 0.1277258566978193, "exceeds_every_mask": false, "holm_significant": false } }, "Try": { "carrier_rise_nats": 6.004058102428913, "rise_over_random_nats": 5.953725562189787, "control_mean_nats": 0.050332540239125964, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": 4.19116915589571, "old_set": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true } }, "While": { "carrier_rise_nats": 0.10473492604876872, "rise_over_random_nats": 0.08015122678602932, "control_mean_nats": 0.024583699262739404, "current": { "n_masks": 320, "n_random_at_or_above": 32, "n_random_below": 288, "rank_from_top": 33, "share_below": 0.9, "exact_one_sided_p": 0.102803738317757, "exceeds_every_mask": false, "holm_significant": false }, "old_set_rise_nats": 0.29686423732873496, "old_set": { "n_masks": 320, "n_random_at_or_above": 4, "n_random_below": 316, "rank_from_top": 5, "share_below": 0.9875, "exact_one_sided_p": 0.01557632398753894, "exceeds_every_mask": false, "holm_significant": false } }, "With": { "carrier_rise_nats": 0.5767353416553564, "rise_over_random_nats": 0.5483998310095298, "control_mean_nats": 0.028335510645826657, "current": { "n_masks": 320, "n_random_at_or_above": 0, "n_random_below": 320, "rank_from_top": 1, "share_below": 1.0, "exact_one_sided_p": 0.003115264797507788, "exceeds_every_mask": true, "holm_significant": true }, "old_set_rise_nats": -0.11006864053862442, "old_set": { "n_masks": 320, "n_random_at_or_above": 313, "n_random_below": 7, "rank_from_top": 314, "share_below": 0.021875, "exact_one_sided_p": 0.9781931464174455, "exceeds_every_mask": false, "holm_significant": false } } } } }, "minutes": 7.145007451375326e-05, "provenance": { "inputs": [ "ablation_ranks/FULL_*.json" ], "reference": null, "battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad", "code_commit": "d22522d", "design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026" }, "clause_for_paper2_4_3_and_paper1_4_8": "Taken one at a time against 320 random sets, 2 of 16 constructs exceed every random set at 4.19 B tokens, 8 at 84 B and 8 at the end, and 2, 8, 8 remain clear at 0.05 after a Holm correction; the floor of 1/321 is the resolution a 320-set control allows, and the paper's claim is the one over constructs." }
{
"what": "A1.1b: the ablation read as a rank among the control masks",
"why": "the control is long-tailed at 83.9 B and 2,034 B -- SD ~2.2x its own mean and still rising at 200 masks -- so a control unit has no converged denominator there. A rank has none to converge.",
"definition": {
"rank_from_top": "1 + the number of random masks whose loss rise is at or above the carrier set's",
"exact_one_sided_p": "(1 + #{random >= carrier}) / (1 + n_masks)",
"floor": "the smallest p an n-mask control allows is 1/(n+1); at n = 320 that is 0.00312, just under Holm's first threshold of 0.05/16 = 0.003125, which is why 320 and not 200 were drawn",
"holm": "Holm-Bonferroni at alpha = 0.05 across the 16 constructs, separately at each reference",
"old_set": "the same rank for the 84 B carrier set removed at the end, against the SAME masks",
"mask_check": "the mean and SD recomputed from the FIRST 200 per-mask values are compared with the 23 Oct run's stored figures to within 1e-06; a mismatch means different masks and stops the read"
},
"fixed_before_computing": true,
"baseline_prefix": 200,
"mask_check": {
"pretrain_iter_0001000": {
"n_constructs_checked_against_23_oct": 16,
"n_constructs": 16
},
"pretrain_iter_0020000": {
"n_constructs_checked_against_23_oct": 16,
"n_constructs": 16
},
"pretrain_iter_0484865": {
"n_constructs_checked_against_23_oct": 16,
"n_constructs": 16
}
},
"per_reference": {
"pretrain_iter_0001000": {
"tokens_b": 4.19,
"n_constructs": 16,
"n_masks": 320,
"floor_p": 0.003115264797507788,
"holm_first_threshold": 0.003125,
"floor_can_clear_holm": true,
"n_exceeding_every_mask": 2,
"constructs_exceeding_every_mask": [
"Lambda",
"Try"
],
"n_holm_significant": 2,
"constructs_holm_significant": [
"Lambda",
"Try"
],
"median_rank_from_top": 63.5,
"n_p_below_0.05_uncorrected": 3,
"old_set": null,
"per_construct": {
"AsyncFor": {
"carrier_rise_nats": 0.1417616092162448,
"rise_over_random_nats": 0.07012812873128527,
"control_mean_nats": 0.07163348048495954,
"current": {
"n_masks": 320,
"n_random_at_or_above": 59,
"n_random_below": 261,
"rank_from_top": 60,
"share_below": 0.815625,
"exact_one_sided_p": 0.18691588785046728,
"exceeds_every_mask": false,
"holm_significant": false
}
},
"AsyncWith": {
"carrier_rise_nats": 0.20135072762003325,
"rise_over_random_nats": 0.1391150025534445,
"control_mean_nats": 0.06223572506658877,
"current": {
"n_masks": 320,
"n_random_at_or_above": 40,
"n_random_below": 280,
"rank_from_top": 41,
"share_below": 0.875,
"exact_one_sided_p": 0.1277258566978193,
"exceeds_every_mask": false,
"holm_significant": false
}
},
"DictComp": {
"carrier_rise_nats": 0.10147391727992527,
"rise_over_random_nats": 0.050006443547959536,
"control_mean_nats": 0.05146747373196574,
"current": {
"n_masks": 320,
"n_random_at_or_above": 51,
"n_random_below": 269,
"rank_from_top": 52,
"share_below": 0.840625,
"exact_one_sided_p": 0.16199376947040497,
"exceeds_every_mask": false,
"holm_significant": false
}
},
"For": {
"carrier_rise_nats": 0.18285812355942976,
"rise_over_random_nats": 0.0949608547221171,
"control_mean_nats": 0.08789726883731266,
"current": {
"n_masks": 320,