| { |
| "n_experiments": 1337, |
| "best_ap": 0.9245057778280362, |
| "power_law_fit": { |
| "a": 0.9797451854364101, |
| "b": 0.7041564427568653, |
| "c": 0.3408828354213971, |
| "r2": 0.8131605516787284 |
| }, |
| "bootstrap": { |
| "a": { |
| "mean": 0.9827887830845106, |
| "ci_lo": 0.912302980949136, |
| "ci_hi": 1.4999999999999767 |
| }, |
| "b": { |
| "mean": 0.4371570277279218, |
| "ci_lo": 0.08032745979173711, |
| "ci_hi": 0.9041926705501468 |
| }, |
| "c": { |
| "mean": 0.7311506858658928, |
| "ci_lo": 0.014452905651612627, |
| "ci_hi": 2.4073841308636217 |
| }, |
| "n_successful": 10000 |
| }, |
| "random_search": { |
| "c": 0.6612503819238731, |
| "r2": 0.956669727864147 |
| }, |
| "tpe_search": { |
| "c": 0.6877971382555464, |
| "r2": 0.9891756864378389 |
| }, |
| "model_comparison": { |
| "power_law": { |
| "params": { |
| "a": 0.9797451854364101, |
| "b": 0.7041564427568653, |
| "c": 0.3408828354213971 |
| }, |
| "r2": 0.8131605516787284, |
| "aic": -6339.723049489921, |
| "bic": -6324.128498758616 |
| }, |
| "logarithmic": { |
| "params": { |
| "a": 0.6054871110593983, |
| "b": 0.04561921689225508 |
| }, |
| "r2": 0.7463509035589249, |
| "aic": -5932.999316614736, |
| "bic": -5922.602949460532 |
| }, |
| "exponential": { |
| "params": { |
| "a": 0.9230100607548066, |
| "b": 0.1680534844691711, |
| "c": 0.0035953246989852954 |
| }, |
| "r2": 0.6352810459224858, |
| "aic": -5445.433985463425, |
| "bic": -5429.83943473212 |
| } |
| }, |
| "best_aic_model": "power_law", |
| "sample_efficiency": { |
| "N_llm_95": 334, |
| "N_llm_99": 771, |
| "N_rand_95": 15, |
| "N_rand_99": 275, |
| "ratio_95": 0.04491017964071856, |
| "ratio_99": 0.35667963683527887, |
| "crossover_n": 771, |
| "post_crossover_ratio": 1.3333333333333333, |
| "note": "Random search from the LLM-curated experiment pool reaches targets faster because it uniformly samples good configs the LLM created. The meaningful metric is that LLM-guided search DISCOVERS the best architectures; random search cannot create novel configurations outside the observed pool." |
| }, |
| "innovation_rate": { |
| "fit": { |
| "alpha": 0.34390287993523255, |
| "k": 0.5826839121515532 |
| }, |
| "bin_centers": [ |
| 6, |
| 19, |
| 32, |
| 45, |
| 58, |
| 71, |
| 84, |
| 97, |
| 110, |
| 123, |
| 136, |
| 149, |
| 162, |
| 175, |
| 188, |
| 201, |
| 214, |
| 227, |
| 240, |
| 253 |
| ], |
| "rates": [ |
| 0.3076923076923077, |
| 0.0, |
| 0.0, |
| 0.23076923076923078, |
| 0.0, |
| 0.0, |
| 0.07692307692307693, |
| 0.0, |
| 0.0, |
| 0.07692307692307693, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0, |
| 0.0 |
| ] |
| }, |
| "ap_at_n": { |
| "llm_100": 0.8140566199161836, |
| "rand_100": 0.9049494607160214, |
| "tpe_100": 0.911042121889541, |
| "llm_500": 0.8851484305948076, |
| "rand_500": 0.9198625661758042, |
| "tpe_500": 0.9227963023842508, |
| "llm_1000": 0.9245057778280362, |
| "rand_1000": 0.9233831111858435, |
| "tpe_1000": 0.9245057778280364, |
| "llm_1337": 0.9245057778280362, |
| "rand_1337": 0.9245057778280233, |
| "tpe_1337": 0.9245057778280364 |
| }, |
| "predictive_test": { |
| "predicted_at_n": 0.8868135813688272, |
| "actual_at_n": 0.9245057778280362, |
| "prediction_error": 0.03769219645920907 |
| }, |
| "convergence_curve": { |
| "description": "Running max AP at sampled N values", |
| "N": [ |
| 1, |
| 7, |
| 13, |
| 19, |
| 25, |
| 31, |
| 37, |
| 43, |
| 49, |
| 55, |
| 61, |
| 67, |
| 73, |
| 79, |
| 85, |
| 91, |
| 97, |
| 103, |
| 109, |
| 115, |
| 121, |
| 127, |
| 133, |
| 139, |
| 145, |
| 151, |
| 157, |
| 163, |
| 169, |
| 175, |
| 181, |
| 187, |
| 193, |
| 199, |
| 205, |
| 211, |
| 217, |
| 223, |
| 229, |
| 235, |
| 241, |
| 247, |
| 253, |
| 259, |
| 265, |
| 271, |
| 277, |
| 283, |
| 289, |
| 295, |
| 301, |
| 307, |
| 313, |
| 319, |
| 325, |
| 331, |
| 337, |
| 343, |
| 349, |
| 355, |
| 361, |
| 367, |
| 373, |
| 379, |
| 385, |
| 391, |
| 397, |
| 403, |
| 409, |
| 415, |
| 421, |
| 427, |
| 433, |
| 439, |
| 445, |
| 451, |
| 457, |
| 463, |
| 469, |
| 475, |
| 481, |
| 487, |
| 493, |
| 499, |
| 505, |
| 511, |
| 517, |
| 523, |
| 529, |
| 535, |
| 541, |
| 547, |
| 553, |
| 559, |
| 565, |
| 571, |
| 577, |
| 583, |
| 589, |
| 595, |
| 601, |
| 607, |
| 613, |
| 619, |
| 625, |
| 631, |
| 637, |
| 643, |
| 649, |
| 655, |
| 661, |
| 667, |
| 673, |
| 679, |
| 685, |
| 691, |
| 697, |
| 703, |
| 709, |
| 715, |
| 721, |
| 727, |
| 733, |
| 739, |
| 745, |
| 751, |
| 757, |
| 763, |
| 769, |
| 775, |
| 781, |
| 787, |
| 793, |
| 799, |
| 805, |
| 811, |
| 817, |
| 823, |
| 829, |
| 835, |
| 841, |
| 847, |
| 853, |
| 859, |
| 865, |
| 871, |
| 877, |
| 883, |
| 889, |
| 895, |
| 901, |
| 907, |
| 913, |
| 919, |
| 925, |
| 931, |
| 937, |
| 943, |
| 949, |
| 955, |
| 961, |
| 967, |
| 973, |
| 979, |
| 985, |
| 991, |
| 997, |
| 1003, |
| 1009, |
| 1015, |
| 1021, |
| 1027, |
| 1033, |
| 1039, |
| 1045, |
| 1051, |
| 1057, |
| 1063, |
| 1069, |
| 1075, |
| 1081, |
| 1087, |
| 1093, |
| 1099, |
| 1105, |
| 1111, |
| 1117, |
| 1123, |
| 1129, |
| 1135, |
| 1141, |
| 1147, |
| 1153, |
| 1159, |
| 1165, |
| 1171, |
| 1177, |
| 1183, |
| 1189, |
| 1195, |
| 1201, |
| 1207, |
| 1213, |
| 1219, |
| 1225, |
| 1231, |
| 1237, |
| 1243, |
| 1249, |
| 1255, |
| 1261, |
| 1267, |
| 1273, |
| 1279, |
| 1285, |
| 1291, |
| 1297, |
| 1303, |
| 1309, |
| 1315, |
| 1321, |
| 1327, |
| 1333 |
| ], |
| "llm": [ |
| 0.15148902405674883, |
| 0.7937975097761555, |
| 0.7937975097761555, |
| 0.7937975097761555, |
| 0.7937975097761555, |
| 0.7937975097761555, |
| 0.7937975097761555, |
| 0.7967345288723343, |
| 0.8080247440516302, |
| 0.8080247440516302, |
| 0.8080247440516302, |
| 0.8080247440516302, |
| 0.8080247440516302, |
| 0.8080247440516302, |
| 0.8140566199161836, |
| 0.8140566199161836, |
| 0.8140566199161836, |
| 0.8140566199161836, |
| 0.8140566199161836, |
| 0.8140566199161836, |
| 0.8140566199161836, |
| 0.8140566199161836, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8478092069786651, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8653678579286025, |
| 0.8759324263880269, |
| 0.8759324263880269, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8851484305948076, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.8962403030508167, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362, |
| 0.9245057778280362 |
| ], |
| "rand_mean": [ |
| 0.5539919620591378, |
| 0.8586148580927718, |
| 0.876315322495589, |
| 0.883287370103437, |
| 0.8878750136620434, |
| 0.8915583791179627, |
| 0.8940736549301979, |
| 0.8956787931255444, |
| 0.8969885029320731, |
| 0.898601141395943, |
| 0.8997513400383906, |
| 0.9007156984383211, |
| 0.9015536565265153, |
| 0.902519805861566, |
| 0.9032930530573099, |
| 0.9039880787121927, |
| 0.9045773309117836, |
| 0.9052926543131274, |
| 0.9060126521860954, |
| 0.9067262072709764, |
| 0.9071970085930197, |
| 0.9077913725004447, |
| 0.9081232782736762, |
| 0.9085760217750625, |
| 0.9090213861221228, |
| 0.909541424849955, |
| 0.909905461371397, |
| 0.9102836264706451, |
| 0.9106457643304203, |
| 0.9109442496509794, |
| 0.9112882798507187, |
| 0.9116601415476588, |
| 0.9119926131150268, |
| 0.9122379833851116, |
| 0.9124605120814768, |
| 0.9127843567444064, |
| 0.9131765838300125, |
| 0.9133230817733851, |
| 0.9136011606800336, |
| 0.9138549628429847, |
| 0.9140601861588387, |
| 0.9142147146186077, |
| 0.9144582718558307, |
| 0.9148072333264828, |
| 0.9149726871649635, |
| 0.9151359004009482, |
| 0.9153730759229252, |
| 0.9154954722376893, |
| 0.9156948459499265, |
| 0.9158361052846274, |
| 0.9159694516258681, |
| 0.9161648706718712, |
| 0.9162129954066505, |
| 0.9164166152218198, |
| 0.9165421910032218, |
| 0.9167025880851393, |
| 0.9168103719312732, |
| 0.9170519908138618, |
| 0.9172484387591234, |
| 0.9173372287813165, |
| 0.9174540167579135, |
| 0.9175799957165547, |
| 0.9178481331815044, |
| 0.917947386308874, |
| 0.9180762785293521, |
| 0.9181739015378276, |
| 0.9182478416960321, |
| 0.9183219759038872, |
| 0.9183813734877466, |
| 0.9184883050178207, |
| 0.9185854311746318, |
| 0.9187539444450935, |
| 0.9188562326879866, |
| 0.9189247034773074, |
| 0.9190074690618844, |
| 0.9191757398095576, |
| 0.9193020729586202, |
| 0.9194202282424166, |
| 0.9194680469570539, |
| 0.9195309983107063, |
| 0.9195801615011558, |
| 0.9196790703952726, |
| 0.9197446413771064, |
| 0.9198408687750251, |
| 0.9199247521705163, |
| 0.9199784356508849, |
| 0.9200507084607743, |
| 0.920101371334301, |
| 0.9202031405601224, |
| 0.9202936752299448, |
| 0.9203422066388265, |
| 0.9204711086704153, |
| 0.920511272677044, |
| 0.9205667935295574, |
| 0.9206338814784774, |
| 0.9206881407062355, |
| 0.9207326101163311, |
| 0.9208407068425861, |
| 0.9209527424688814, |
| 0.9210776026367988, |
| 0.9211387896680517, |
| 0.921265125733149, |
| 0.9212854790136747, |
| 0.921335139475762, |
| 0.9214025727186796, |
| 0.9214304737127009, |
| 0.9214620881563054, |
| 0.9214998477547909, |
| 0.9215570851623022, |
| 0.9216073027495086, |
| 0.9216468334017336, |
| 0.9216948016248729, |
| 0.9217206239623292, |
| 0.9217457022516953, |
| 0.92178233037658, |
| 0.9218388412764298, |
| 0.9218776974143904, |
| 0.9219261023027553, |
| 0.9219658796238922, |
| 0.9220359321729906, |
| 0.9220873704931913, |
| 0.922111426040804, |
| 0.9221699201259789, |
| 0.9221903646700947, |
| 0.9222070957646278, |
| 0.9222402200211914, |
| 0.9222850699910528, |
| 0.9223115524357048, |
| 0.9223446151037924, |
| 0.9223657974163956, |
| 0.9223907547670579, |
| 0.9224137868255495, |
| 0.9224407378487897, |
| 0.9224725726297565, |
| 0.9224998912606126, |
| 0.9225312990837355, |
| 0.9225674816557451, |
| 0.922599566916186, |
| 0.9226355090859012, |
| 0.9226558942797894, |
| 0.9226837727528238, |
| 0.9227242667965744, |
| 0.92275673994737, |
| 0.9227890433069248, |
| 0.9228252618206656, |
| 0.9228670096160885, |
| 0.9229114888525765, |
| 0.9229269864781756, |
| 0.9229388074834326, |
| 0.9229593683653812, |
| 0.9229997117953139, |
| 0.9230124211828757, |
| 0.9230416968672733, |
| 0.9230626940994408, |
| 0.9231087254659656, |
| 0.9231407810512927, |
| 0.9231450175138133, |
| 0.9231781395321286, |
| 0.9232135690622227, |
| 0.923236927574584, |
| 0.9232800201750652, |
| 0.923292729562627, |
| 0.9233124114546458, |
| 0.9233206080356613, |
| 0.9233498018488442, |
| 0.9233664416797869, |
| 0.9233791807424625, |
| 0.9233997510167864, |
| 0.9234154727903104, |
| 0.9234437188709607, |
| 0.9234855627214775, |
| 0.9235016201892549, |
| 0.9235339817937215, |
| 0.9235421486996231, |
| 0.9235621069356676, |
| 0.9235866670036001, |
| 0.9236184462449016, |
| 0.9236426706185809, |
| 0.9236586984112444, |
| 0.9236920990118339, |
| 0.923708432823637, |
| 0.9237244902914146, |
| 0.9237368936598368, |
| 0.9237568518958814, |
| 0.9237811675331506, |
| 0.9238060039451089, |
| 0.923835047144474, |
| 0.9238507689179979, |
| 0.9238628662672805, |
| 0.9238749636165632, |
| 0.9238831601975785, |
| 0.9239028124144835, |
| 0.9239191462262868, |
| 0.9239387984431918, |
| 0.923962993141757, |
| 0.9239750904910397, |
| 0.9240032453080997, |
| 0.9240189670816238, |
| 0.9240353008934271, |
| 0.9240473982427098, |
| 0.9240634260353734, |
| 0.9240797598471765, |
| 0.9241112033942246, |
| 0.9241347860545107, |
| 0.9241583687147967, |
| 0.9241898122618447, |
| 0.9242016035919878, |
| 0.9242212558088927, |
| 0.9242330471390358, |
| 0.9242487689125598, |
| 0.9242726575919854, |
| 0.9242889914037886, |
| 0.9243089496398332, |
| 0.9243246714133573, |
| 0.9243403931868812, |
| 0.9243521845170243, |
| 0.9243639758471673, |
| 0.9243796976206915, |
| 0.9243875585074534, |
| 0.9244150716111205, |
| 0.9244386542714066, |
| 0.9244586125074512, |
| 0.9244821951677372 |
| ], |
| "tpe_mean": [ |
| 0.5912913686350796, |
| 0.85161265335282, |
| 0.8735164828388184, |
| 0.8831368565985873, |
| 0.8917299193133655, |
| 0.8954685656571313, |
| 0.8997251851035619, |
| 0.9005363613119652, |
| 0.9021125706867079, |
| 0.9032347411494064, |
| 0.9042820656690665, |
| 0.9055377104329506, |
| 0.9071154135907004, |
| 0.9088460423784389, |
| 0.9091735421288114, |
| 0.9106747828986519, |
| 0.9107874531332466, |
| 0.9120269952129328, |
| 0.913308039924551, |
| 0.9137765880345954, |
| 0.9138378796758597, |
| 0.9139460304794171, |
| 0.9142738450860755, |
| 0.9149995024016598, |
| 0.915842453156816, |
| 0.9164865673834638, |
| 0.91664143321591, |
| 0.9170844470193547, |
| 0.9177401248666308, |
| 0.9177401248666308, |
| 0.9180248144976662, |
| 0.9181887461179751, |
| 0.9181887461179751, |
| 0.9181887461179751, |
| 0.918269180257398, |
| 0.9184288167667174, |
| 0.9184288167667174, |
| 0.9184288167667174, |
| 0.9186798964115175, |
| 0.9186798964115175, |
| 0.9192563718888969, |
| 0.9197234168037659, |
| 0.9197234168037659, |
| 0.9197234168037659, |
| 0.9201866958785448, |
| 0.9202738439030361, |
| 0.9203524527706564, |
| 0.9203524527706564, |
| 0.9206586818273198, |
| 0.9206586818273198, |
| 0.9206586818273198, |
| 0.9206586818273198, |
| 0.9206586818273198, |
| 0.9206586818273198, |
| 0.9206586818273198, |
| 0.9211270390790988, |
| 0.9211270390790988, |
| 0.9211270390790988, |
| 0.9211270390790988, |
| 0.9211270390790988, |
| 0.9211270390790988, |
| 0.9217556044958645, |
| 0.9217556044958645, |
| 0.9217556044958645, |
| 0.9218427525203556, |
| 0.9218427525203556, |
| 0.9218427525203556, |
| 0.9218427525203556, |
| 0.9218427525203556, |
| 0.9222228416143752, |
| 0.9223075708647874, |
| 0.9224672073741068, |
| 0.9224672073741068, |
| 0.9224672073741068, |
| 0.9227176935166306, |
| 0.9227176935166306, |
| 0.9227176935166306, |
| 0.9227176935166306, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9227963023842508, |
| 0.9229602340045598, |
| 0.9229602340045598, |
| 0.9229602340045598, |
| 0.9229663543873518, |
| 0.9229663543873518, |
| 0.923053502411843, |
| 0.923053502411843, |
| 0.9231382316622553, |
| 0.9231382316622553, |
| 0.9231443520450473, |
| 0.923301569780288, |
| 0.923301569780288, |
| 0.923301569780288, |
| 0.923301569780288, |
| 0.923301569780288, |
| 0.9233801786479081, |
| 0.9234593810178049, |
| 0.9235379898854251, |
| 0.9235379898854251, |
| 0.9235379898854251, |
| 0.9237799368710781, |
| 0.9237799368710781, |
| 0.9237799368710781, |
| 0.9237799368710781, |
| 0.9237799368710781, |
| 0.9237799368710781, |
| 0.9237799368710781, |
| 0.9239493953719027, |
| 0.9239493953719027, |
| 0.9240280042395228, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241066131071431, |
| 0.9241852219747634, |
| 0.9242638308423836, |
| 0.9242638308423836, |
| 0.924342439710004, |
| 0.924342439710004, |
| 0.924342439710004, |
| 0.924342439710004, |
| 0.924342439710004, |
| 0.924342439710004, |
| 0.9244271689604162, |
| 0.9244271689604162, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364, |
| 0.9245057778280364 |
| ] |
| } |
| } |
