AtlasOpenCoder / validation /paper1 /NULL_RATIOS.json
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AtlasOpenCoder v1: the battery, the artefacts and both papers' manifests
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{
"what": "the layer-12 norm of each construct's concept profile at pretrain_iter_0484865, the two nulls' 95th percentiles after the re-run of 19 Oct 2026, and the ratios Table B.1's 7a and 7b rows quote",
"reference": "pretrain_iter_0484865",
"twin": "twin1",
"layer": 12,
"definition": {
"ratio": "real_norm_layer12 / the null's p95_norm at the same layer",
"pass": "above 1"
},
"per_construct": {
"ConnectionAbortedError": {
"real_norm_layer12": 40.034461975097656,
"7a_null_p95": 4.490698552144693,
"7a_ratio": 8.91497425405626,
"7b_null_p95": 3.8548717684504235,
"7b_ratio": 10.385419899762493
},
"EnvironmentError": {
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"7a_null_p95": 5.037863416948676,
"7a_ratio": 9.118908497337742,
"7b_null_p95": 4.327401377964539,
"7b_ratio": 10.616028306310875
},
"Exception": {
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"7a_null_p95": 5.962388025041801,
"7a_ratio": 9.865750547483175,
"7b_null_p95": 4.877769132279288,
"7b_ratio": 12.059495094405221
},
"KeyboardInterrupt": {
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"7a_ratio": 9.691288313342284,
"7b_null_p95": 4.361432382603732,
"7b_ratio": 9.447356414240677
},
"ModuleNotFoundError": {
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"7a_null_p95": 4.83540314724478,
"7a_ratio": 9.661348426350237,
"7b_null_p95": 4.349402838479973,
"7b_ratio": 10.740903135964478
},
"NotImplemented": {
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"7a_null_p95": 7.655115361053479,
"7a_ratio": 11.647008665591054,
"7b_null_p95": 5.761068428521505,
"7b_ratio": 15.476156211734232
},
"PendingDeprecationWarning": {
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"7a_null_p95": 5.230711139484001,
"7a_ratio": 10.14323705970259,
"7b_null_p95": 4.079466363830375,
"7b_ratio": 13.005706714246946
},
"ResourceWarning": {
"real_norm_layer12": 39.692752838134766,
"7a_null_p95": 3.9976272885205555,
"7a_ratio": 9.929077918823264,
"7b_null_p95": 4.041687247039131,
"7b_ratio": 9.820837291953497
},
"ascii": {
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"7a_ratio": 10.322769088084685,
"7b_null_p95": 4.813078787101656,
"7b_ratio": 10.028557645259982
},
"divmod": {
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"7a_null_p95": 5.679255081912732,
"7a_ratio": 9.058787763683975,
"7b_null_p95": 5.83609983451997,
"7b_ratio": 8.81533351067198
},
"globals": {
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"7a_null_p95": 6.3151483246420215,
"7a_ratio": 11.414143367076406,
"7b_null_p95": 5.303883061610974,
"7b_ratio": 13.59042187101361
},
"hex": {
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"7a_null_p95": 5.7936691814230326,
"7a_ratio": 12.231547458388944,
"7b_null_p95": 5.182373043055026,
"7b_ratio": 13.674341650443168
},
"isinstance": {
"real_norm_layer12": 77.04544830322266,
"7a_null_p95": 6.393696809374921,
"7a_ratio": 12.050219239400406,
"7b_null_p95": 4.9582065905623045,
"7b_ratio": 15.538975009608267
},
"iter": {
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"7a_null_p95": 6.67442955204447,
"7a_ratio": 10.662403149854246,
"7b_null_p95": 5.509586061896156,
"7b_ratio": 12.91666159303213
},
"memoryview": {
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"7a_ratio": 9.646129998115901,
"7b_null_p95": 4.083795383145941,
"7b_ratio": 10.584380775150331
},
"ord": {
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"7a_ratio": 13.013986593131813,
"7b_null_p95": 5.84508242291766,
"7b_ratio": 13.770729802649479
},
"Assert": {
"real_norm_layer12": 61.88743591308594,
"7a_null_p95": 5.8038735534157695,
"7a_ratio": 10.663126159366989,
"7b_null_p95": 5.846214515847384,
"7b_ratio": 10.585898917209954
},
"Delete": {
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"7a_null_p95": 6.820443809996857,
"7a_ratio": 12.941943477260208,
"7b_null_p95": 6.799716025433666,
"7b_ratio": 12.981394803642408
},
"DictComp": {
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"7a_null_p95": 6.600284576492103,
"7a_ratio": 12.973369359326812,
"7b_null_p95": 6.181728396998757,
"7b_ratio": 13.851778044644043
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"For": {
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"7a_null_p95": 5.585339274805726,
"7a_ratio": 9.032743201714341,
"7b_null_p95": 4.572595361076545,
"7b_ratio": 11.033326017260285
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"GeneratorExp": {
"real_norm_layer12": 77.70448303222656,
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"7a_ratio": 11.342870156681917,
"7b_null_p95": 5.7134860081714525,
"7b_ratio": 13.600187857481977
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"If": {
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"7a_null_p95": 5.745568140501942,
"7a_ratio": 7.830030235372209,
"7b_null_p95": 4.876360884092374,
"7b_ratio": 9.225726587685685
},
"IfExp": {
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"7a_null_p95": 6.125282227351433,
"7a_ratio": 12.021609304480092,
"7b_null_p95": 5.769413707627506,
"7b_ratio": 12.76312525821189
},
"ImportFrom": {
"real_norm_layer12": 65.59352111816406,
"7a_null_p95": 6.1298668904512645,
"7a_ratio": 10.70064363393301,
"7b_null_p95": 5.726535733616568,
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"ListComp": {
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"7a_null_p95": 6.733203713242532,
"7a_ratio": 12.842262023819474,
"7b_null_p95": 6.2526151832128285,
"7b_ratio": 13.829344012305508
},
"NamedExpr": {
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"7a_null_p95": 6.89888095463839,
"7a_ratio": 11.607477528368635,
"7b_null_p95": 5.057090235269979,
"7b_ratio": 15.834917299548714
},
"Pass": {
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"7a_null_p95": 8.402131183187489,
"7a_ratio": 9.51767271870581,
"7b_null_p95": 8.66890830938023,
"7b_ratio": 9.224775702689163
},
"Return": {
"real_norm_layer12": 85.99462890625,
"7a_null_p95": 6.76328019998259,
"7a_ratio": 12.71492920054848,
"7b_null_p95": 5.649245936498072,
"7b_ratio": 15.222319911877916
},
"SetComp": {
"real_norm_layer12": 81.97479248046875,
"7a_null_p95": 7.605444123808262,
"7a_ratio": 10.778435965869885,
"7b_null_p95": 5.7880743266627395,
"7b_ratio": 14.16270556562348
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"While": {
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"7b_null_p95": 5.277717696353772,
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"With": {
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"7a_ratio": 7.220120412945402,
"7b_null_p95": 9.441965520866109,
"7b_ratio": 5.963688871528863
}
},
"provenance": {
"inputs": [
"profiles/pretrain_iter_0484865/twin1/<c>.npz",
"validation/paper1/LICENCE_TABLE_CORRECTED.json"
],
"reference": null,
"battery_prompt_hash": "570b42db13f8fe5772b8d1a9ad7d55d6fa1279dae5948ad94e8363789bcbc1ad",
"code_commit": "bc68286",
"design": "9-Paper-1/2610-18Oct_PAPER-1-Design.md sha256 47f6a664\u2026"
}
}