{"item":"k42","mode":"real-only","speed":{"n":512,"seconds":3.1256686389970127,"markets_per_second":163.80495155887488,"processes":8,"steps":10000,"warmup_excluded":true},"search":{"executed":false,"reason":"512-market warmed replica speed below required 500 markets/s; mandatory real-only branch.","generations":0,"minutes":0,"frozen":"original J5","requested_settings":{"algorithm":"CMA-ES (pycma)","dimension":219,"population":32,"es_seed":742,"generation_markets":512,"first_training_seed":1323000000,"weight_map":"w0 + 0.05*rms(block)*z","constants_map":"c0*2**clip(0.03*z,-1,1); decays 1-(1-d0)*2**clip(0.03*z,-1,1); integers rounded","sigma_schedule":"sigma <= sigma0*0.5**(minutes/30)","minimum_minutes":45}},"curve":[[0,2.3568067935702803,null]],"curve_note":"One diagnostic monitor of frozen J5 on fixed 2048 seeds; no training or sigma in real-only mode.","gates":{"A":{"sequences":50,"callbacks":100000,"seeds":[310000,310049],"max_fee_diff_bps":6.809038264536486e-05,"fees_above_0_01_bps":0,"init_max_fee_diff_bps":0.0,"passed":true,"threshold_bps":0.01,"protocol":"50 fresh deployments, 2000 coherent constant-product callbacks each; mean-reverting log spot near 100, innovation sd .003, elapsed draws [0,0,0,1,1,2,8,13]. Same callback data fed to supplied float port and pyrevm EVM."},"B":{"n":512,"seed_start":7672000,"seed_end":7672511,"J5_minus_IA":0.8655072079761197,"se":0.033774160243544064,"target":0.876,"tolerance":0.15,"passed":true},"C":{"sequences":50,"callbacks":100000,"seeds":[310000,310049],"max_fee_diff_bps":6.809038264536486e-05,"fees_above_0_01_bps":0,"init_max_fee_diff_bps":0.0,"passed":true,"threshold_bps":0.1,"evidence":"Same 100000 callback comparisons as A: the frozen policy is byte-for-byte original J5, so no separate changed candidate exists."}},"holdout":{"seeds":[40000000,40008191],"n":8192,"over_T":{"n":8192,"se":0.013528690579041706,"mean_diff":2.307544068661547},"over_base":{"n":8192,"mean_diff":0.0,"se":0.0},"mean_edge":{"candidate":527.2803799013801,"T":524.9728358327186},"base":"J5; frozen candidate is identical","retail_over_T":{"n":8192,"mean":4.524297283666126,"se":0.014984163644181772},"arb_over_T":{"n":8192,"mean":-2.21675321500458,"se":0.007103912610468075}},"real":{"protocol":"Each arm alone versus 30 bps VanillaStrategy; amm_sim_rs.run_batch(X,VanillaStrategy,configs,8); chunks <=64; 10000 steps. NumPy default_rng(market_seed), draws size uniform(19,21), arrival uniform(.6,1), volatility uniform(.000882,.001008), canonical BASELINE_SETTINGS otherwise.","seeds":[8464000,8465023],"completed_paired_n":1024,"chunk":64,"vs_IB":{"n":1024,"se":0.024876610762135293,"mean_diff":0.5563861433453503,"sum":569.7394107856387,"sumsq":965.268230212348,"worst5":[{"seed":8464978,"diff":-3.002095722691024},{"seed":8464301,"diff":-1.9320119379440257},{"seed":8464800,"diff":-1.899408183290916},{"seed":8464017,"diff":-1.8174653754014116},{"seed":8464413,"diff":-1.7603455698351809}]},"mean_edge":{"J5":{"n":1024,"mean":528.1153708880903,"se":2.8835809114680635},"IB":{"n":1024,"mean":527.558984744745,"se":2.882484675331223}},"paired_diff_by_seed":{"seed_start":8464000,"seed_end":8465023,"values":[1.4214408736432915,0.29933695125339455,1.630592189602055,0.6036981865566986,2.059311107057397,-0.22008834810083044,0.632645356731075,1.1914357386439178,1.4280391516446684,0.16032166973423045,0.9073854509591683,1.0727392352843594,0.42729754325671365,3.028672765538545,-0.46428978296518153,0.6415810850216985,0.86309713547098,-1.8174653754014116,1.0132903550385208,0.5624582562925298,0.09058363998093455,-0.40346287338644515,0.7547614956434927,0.0957674654836751,0.9712380141820631,0.5642058365982621,1.3299375821695776,1.03183792369407,1.7140042824970578,-0.0440744824787771,0.5159789585223962,0.7075587672084112,-0.008419801153991102,0.24224065662247085,0.8201367434393774,1.2346651041779069,-0.15865015428619245,0.7840592235625081,0.8073513554116971,0.0322414259467223,0.09900894261278381,0.5308342179584429,0.7964141452223998,0.7493569295996849,1.5679741161189895,0.6731174844342149,1.467871147313872,0.6467123070843854,-0.09506754709633469,0.8287260447229983,0.6831954966194189,0.8885346118197504,0.5129954470187386,0.16758876394237632,1.240537641680703,-0.5680665279512596,0.6028951591075042,0.4563870514921291,0.2640514064883632,-0.6693977904362782,1.0289915856423022,0.46153562361791955,1.1466189142881262,0.3281630936842248,0.27998043818166707,0.6626930074472739,0.10431041908753969,-0.053468988939471274,0.6681534836309311,1.0987995411117026,0.7359948921504156,-0.11334979058676709,1.3632073525632222,0.43553032276531667,0.5868934644290675,0.6044033899246983,0.7471986608472889,0.27353134434054027,1.1618508374409657,1.3600666833848436,-0.8145838388250013,0.43274608927322333,0.06691757655971742,1.6127094567873428,0.9671644015592733,-0.1915543603813603,0.22333225408829094,0.956875790272079,3.806905094061449,0.3075087097881237,0.18181833785547497,0.26809929574017133,-0.010690294186815663,-1.193317921415428,1.5596209751933543,0.06806146287243564,0.21399062852060524,0.8614862202190352,1.4469872399787391,0.359248386108618,0.7846327840190952,0.7946145579556969,0.6923059848199955,0.4211038553925164,0.9074110495504328,-1.5282885592640696,0.5799896591358333,0.0478157350745505,-0.5646601792067827,0.42108692463250463,0.6547940955402964,1.908326018152252,0.1374641788822828,0.7057878478270254,0.36995592171285807,0.5398105552502557,1.0415776544217579,1.5264062837830465,-0.49825600564997785,0.08241533289771041,-0.41827550505308864,1.497464007415772,0.5949799548377541,0.18862741873562072,0.42213049891853416,-0.08695899821202602,0.8345025667778145,0.23390326841962406,0.807216295545004,-0.1591154032854547,1.2527462006571568,2.862890160854249,0.051735990687234334,0.4313015970536185,0.012742039942054362,0.7676064599567098,0.4431212710114778,0.44287843076153877,0.8790181080639741,1.0490594290882882,2.705917288607452,1.280019285544995,1.5804283828493908,-0.45287317301551866,1.0903535288031208,0.5932350406837941,-0.04080366730465812,0.22577802242835787,0.7688385958493882,0.4962933557934548,0.5624109465265974,0.09061544590616677,0.7379936124818869,1.3398533798771837,1.2201142092852706,-0.21556111032276704,1.9913724134696622,0.8298590589212154,-0.005211470982885658,1.0448629708256476,0.8922773521953786,0.7891815412839378,-0.19846373217558266,-0.052722827456932464,1.4124569092986121,0.9254284409214506,1.9676109627710048,1.3044206294032392,1.099538985430911,-1.4558085633829023,-0.1677839836204953,0.2809061928224992,1.1389633835186714,-0.2149916284840856,0.4879863514111662,0.8622776195327333,0.5878759489035019,0.9805826347596849,-0.4370672605625714,1.1777385111728336,0.4419144888900064,0.29934635547306243,0.7306700923427343,1.1519913940754805,0.18088025432030008,-0.8124401275684932,-0.24039390088159962,0.8949438851167315,0.2833443143890122,0.5566332846511841,0.3108655625198935,0.3253128331688231,0.9881417641680059,0.6676234006259278,0.4676535396212671,0.05240099797526909,0.8437178341480376,-0.5119004094692059,-1.0187872714765263,-0.21164627440452932,0.9777838016577789,1.5645036879697614,0.4474553082379771,-0.0926521655662782,0.5050088967499846,0.34047083273770795,3.0231195710395014,0.47824580561638186,0.5177976404961555,2.8947225193714985,1.6491536715658413,-0.30684317914096937,0.2642241734237132,0.3074342021282064,-0.3394558737712714,1.8571135243947197,0.7662128008193463,0.564257165893423,0.9204694258371546,0.9546420887392628,0.6487854932200889,0.6889291767831196,1.0675844655257833,0.8587857974827671,-0.08679454789592,-0.500026019733582,0.8491478715378094,0.6213852063724516,-0.5881902196355213,0.33946426836206456,0.5133076034635451,0.18481547682836208,1.354880652642123,1.242862454073304,0.7777564190418502,-0.01736380888894473,0.4534665531760993,0.7249287767953092,0.34820255266998856,-0.13567382652524884,0.731769795792502,-0.9222782504393763,0.5777485799065403,0.3372072758307354,0.33078754251675946,-0.5510445121516341,0.24500024714689062,0.28160851250441965,0.8931171302907615,0.22416423134342267,0.41542975356975376,0.8043212170651941,0.7537022367440613,0.13657305599724623,0.8415473366752622,-0.042054653557556776,0.28091355480864877,1.41326814380227,0.5603816145654719,0.9127860061252022,-0.12309950811419412,-0.1848038248872399,0.4539370930908717,0.9474916559558437,1.0996452402818022,0.6790256976473756,1.1907301759876532,-0.3343783569541756,0.5408467526521008,-0.2472133786656059,1.946305831719883,1.1375193896974451,-0.0012424047405943384,1.250096432192663,0.3415905035922151,0.7921842109308272,0.7122449670631568,0.4354385322918688,0.6034136140988267,0.32768151294692416,-0.3951438607577984,-0.7246272933034561,-0.06084200258965211,0.2827313610082456,1.3077775284597237,0.8585939668132596,-0.29908480647435454,-0.4425556434868554,2.0522689827863587,0.5507841545613701,0.646110110437121,-0.09067818288082208,0.5412986807837683,0.8477382500383328,0.37617528113037224,0.9661529479988076,0.6013046834197553,0.6264444723104816,2.7041633422082327,0.13554135699268954,0.530506140246132,-1.9320119379440257,0.6710275438064173,0.3705823483606423,1.0752734895795584,0.7558815287382572,-0.39341377220915774,0.6328923844013161,1.501952865846647,0.7463905475083266,-0.19700459606974619,0.6125448739386457,1.082219148686704,0.9644512788067914,0.25511554023864846,0.5253736742457704,1.0072164026302062,0.1818259418360526,0.19363616849454957,0.3613478219714352,0.5453140043575786,0.20022736791918305,0.48470818942638516,-0.3690232286924129,-0.22091548595597033,1.0509874616238903,0.19046538407866365,1.075254472961774,0.6645070481912398,-0.15282310415022948,0.5219595631264156,0.8399882663949256,-0.15223193831974413,-0.4278546639927754,0.6099308364023273,0.5578329899612982,1.0609389419963122,-0.40665576491880984,0.5270815058059952,1.601210755679972,0.3165018739588277,0.999876194101887,0.23675301736881238,-0.19073816776432295,-0.6545299001984404,1.7168683338472306,0.5131564237004795,0.5927314624101427,-0.3970180483903505,0.7845583260431113,-0.15420122956572868,0.32630856963845645,1.0999687606798716,0.5506305558923259,0.5429495602880934,0.5997355215821472,1.293517096355572,-0.7675537118960847,0.282890009294988,-0.8048040383432635,1.3060575715282994,-0.39101922669590294,0.9819737200552368,1.3415379794786304,1.3137768990662835,1.1385938875332045,0.7766034992225741,-0.4545001201524883,1.4729276750109648,1.4162125960708636,2.1213299677841633,2.1351810760371563,1.4052608390987302,-1.6068825936886242,2.0018219811991003,0.4633577980920336,0.7677412144088294,0.2709801277098336,-0.1454369847548378,0.42059887517899597,-0.2764053063741585,2.929244123180979,1.7185910042038586,-0.0018316088408596443,0.6988094738912878,1.0897814365882823,-0.1324687528224331,-0.3317620933526655,2.0368463123926404,1.3969739475328424,0.22013722566384786,0.42926588256415243,1.1650368833529683,-0.5939382825451958,0.05375638120131043,0.45824522630090314,-0.2597640922829214,0.22466198762811018,-0.452032431073917,0.915057307973143,-0.49700219881225394,0.7373918863481776,1.1510013850775636,-0.038462250551674515,0.3910647408061436,0.3178618411428715,-0.323812153539734,0.7618871216789103,1.39035093020982,0.036339324399477846,0.06828990136256152,0.8928619192815859,0.11506229024189452,-1.7603455698351809,0.2261228348947384,0.02072034158823044,0.43780901269417427,-0.6842141462126392,2.007683627828328,-0.07867230809392822,0.4431036261698864,1.3501734376029617,-0.18429972424394236,3.2526239202094303,1.8178034423430631,0.8588790840681213,1.6764139998612109,0.0026579237086821195,0.7099662230975241,-0.3546066312326843,-0.5939739577322598,0.5949753116645411,1.3366692757276724,-0.8152700269627076,1.2923771446214687,0.23906019878427287,1.2539391980843675,0.7977692180938902,-0.3450260356640342,0.9453553446337537,1.5664371932062977,0.4802888146333544,-1.7412741178613942,0.5381649806010955,0.5341624109813665,1.2114568775149337,0.07284887770265414,1.5400041815564691,-0.16220299851215714,-0.30664503921627784,1.4425425761203883,0.2907239804142705,0.01613424470724567,0.287440941496925,1.5425686905530256,0.6375163350047615,0.38724036559074193,0.0636586451569201,1.8364962927964825,0.6449517406414316,0.4124500353179883,0.546962019126795,0.029749963539416058,0.6603419800405277,1.0314327138755175,0.19101592229958442,0.13880511120873962,1.4223817109921129,0.8706900264171509,1.743538597037059,0.8792506943136118,-0.9019261732046289,0.06317775626223465,0.2505513485950246,0.8380247041860684,-0.056848126093711926,0.6424789052169331,1.0162884057958195,3.0843718368095097,-0.12265730672328345,1.6520688940739205,1.1249291546243967,0.45570930081504457,0.6233809775418422,0.7880300610784161,0.3057238906537805,2.798302520092193,1.034885193859452,0.7862556739900128,4.1297219299198105,1.1931042523700626,-1.4360518278608083,3.016512571692374,0.9855146677637094,0.9101548575034712,0.5866256636443268,0.26076327853661496,0.5850166330946536,1.0309389494438506,0.2083408827483595,0.9245059520666246,1.6294856636864097,0.367214085940077,0.5737898625048956,0.9732782552232493,0.960088340076652,-0.07255425062805898,1.3802706551559822,0.09818119483361443,-0.139138806486244,1.158256172502604,1.626564667716707,0.06560638724374712,-0.6276507661092978,-0.45225945158500735,-0.06422171789449749,0.8422863126452285,0.7093838308466047,0.6695274334089163,1.8934379317114463,0.43137326886756,0.9067613891437531,0.9661527784263626,0.37522924413195824,1.2325590725457687,1.231033814086402,0.45547940610333626,1.2236639733814627,0.05842263098440981,0.858059184204933,0.5349602408572309,0.25378391820754587,1.5785748709339487,1.1379511123446946,2.9411212352134157,0.48713666457064164,0.24634860635671885,0.019683199369922022,1.0988213072108692,0.299529427179948,0.5227095895037905,-0.9038647666693578,1.1602229477772426,-0.14251049087158663,0.03860375953451012,-0.3520216138831529,-0.30973606916597873,0.5905408807564072,0.41583259749734225,0.34736699774310864,0.0045894213311612475,0.7249830209789252,0.13910515521700972,0.35841889560163054,0.19549396591810364,0.6267982511902233,-1.0878960887737321,0.4093477826381786,1.7349611494866508,0.44000284868991457,1.0235084643861683,0.8975556974539813,-1.3396623273647492,0.13232922713768858,0.6065293183206677,0.5686117662662582,0.8753918751840501,1.5811715742709112,0.6525854835768996,2.9022458061839984,1.553417312728584,0.2730016863440028,1.5635102410859645,0.7969752425801175,0.5592995791494104,1.2860193730606397,-0.12263514423364086,-0.08712030462260145,0.6484883216663775,1.4077497704786879,-0.3390518318686304,-0.11178687201390858,1.2725113991724584,1.3716847718178542,0.911034089041209,0.28397873751077896,0.8639417142587718,0.16134662957676937,0.707440186309725,0.48768725666673163,1.2310111227045581,0.939760842698206,0.4471491709904285,0.005606774075431531,0.5022520973872133,2.234839793335425,0.6399441386015496,-1.2597475976087935,-0.26764597072383367,0.5505345206311176,2.1137008071067385,1.6795297102775066,0.6583881653945696,0.4258541625011958,-0.03878361368037986,1.163515380660499,1.8999759198354695,0.14842091516936762,1.891645726182901,0.6350216785893963,0.5009424700645013,1.227749174279495,0.7716193861797933,0.3767490746497515,0.02871435097011954,0.7240950135020512,0.13889845202299966,0.9605231830686307,0.5862298558712382,0.6447578831430292,-0.14691154811032447,-0.39915626460691556,-0.5879934048622317,0.5505150641583327,-0.08113125519810183,0.884805617407153,1.8411647857960816,0.6359705165776859,-0.9647854981516275,0.01663905093585072,0.5150630318595404,0.6033249754983672,-0.2390546537125715,1.874041982402673,-0.024090252902340126,-1.1154356442574453,0.6080146171456136,0.9762225172489707,0.42815366943307254,0.4670526344773407,0.578877887926069,0.10426352595413846,0.542602558048884,-0.07663423021836024,0.6367630489246494,0.5742775005056728,0.09616767973028573,0.8123284390069898,0.08315827158241973,-0.22734190813298483,-0.4010963198288664,0.35751869732769137,-0.23078464014906785,0.602182006197836,1.7897137850178524,0.7415644134358672,1.0497232008891615,0.784337232756684,0.4199905802803414,1.5139925549086115,2.4246211304831604,-0.6196247140524065,0.5263483675427096,1.3423441924232975,-1.5980138428930672,1.1221993279665412,1.0747834075083347,1.2584589488303664,1.002236313063463,1.1866811058868052,0.5198878979786627,0.7594541669514001,0.8949900024857698,-0.180749670901605,1.7681723472658177,0.22522495460117398,1.5486563285373904,0.686813969937532,1.6696940615243534,1.746269193148862,0.5073935980289548,0.2432137236555718,1.4035641223288167,0.6160631007796837,1.203937927943457,0.4084345464227681,0.7065193842872759,1.6665573340488322,0.34174790144589906,0.1756953356299391,1.415822854166663,0.03976528500606946,-0.15792952517949743,1.1955026250238916,1.2231042613342424,0.5349130584171462,-0.045343015032926814,1.326169464111672,1.0424924067668826,0.9566782927313966,0.9606968103911413,0.24320369119504903,-1.0746001453693452,1.3384435244851147,1.000515071214295,0.22316679430537079,0.015301435941296404,-0.23622921924061302,1.0818365704496955,0.40559662575657285,-0.33752096649664054,0.6136768687506446,0.48584479074452247,-0.44102156456699504,-0.8160440075998281,-0.15561127988519274,-0.01688534325631963,0.9126939269466448,0.8040809044160824,0.3367843533636119,0.07983292461324254,1.4239569736881776,-0.5766986282361586,0.26945239704286905,-0.19074991283855525,0.3298249742686039,-0.6880741953113443,0.9324443899590733,1.1345275020865984,1.4159021877774194,-0.8567856930206972,1.6717731559851927,0.39469278748083525,0.6003993797552312,0.28563403777440044,1.8318912269312477,-0.17513094008961616,1.6035128565375771,-0.003953331698767215,0.8227083517862752,-0.5353902049364478,0.15543077280119633,0.46078232452663315,0.24831790264602205,0.13931412681904476,0.47149523310895347,0.6984618821577442,0.9139485116685364,2.2802981821382673,0.8376754315059998,0.7124228472977165,0.4181790923028643,1.4174026333728307,2.7301432165481856,0.6256343716748347,1.3292646261793948,0.34937460591834224,0.9814018226385315,0.15030158550280248,1.484713971487622,0.5184949851372949,-0.6843792296706397,-0.10677193329627244,0.5623552116302335,0.6496488372037561,0.9849833742640044,-1.3277372160638379,0.9930149713076162,0.28542065018513085,-0.48167731147259474,-0.6570994545612052,0.14720643629306096,0.30155728052824315,0.48931512808371735,0.6593181022394674,0.5310659510228675,0.3677162813967243,0.5837941340068937,0.3101602936319523,0.8823185483531688,0.0584207339521754,0.6289717750012187,0.7165048707246342,0.4332609562657126,1.5360451438656355,0.010597359149642216,-0.2147342376632082,-0.5575484282161369,0.3738028841274854,0.32164275318058344,0.7286205445915357,-0.3481592852124322,1.570414875741676,0.6971361081457985,0.4654666402387875,-0.30060676218346316,0.42569615559466456,-0.6884868653211242,-1.3617247039462654,1.651483033325519,-1.899408183290916,-0.05125959928011525,0.9316599828185872,0.08253217958417736,0.4511363548704139,0.2972215767365469,2.1017645976517088,0.31190127231326414,0.9076867530445725,0.6270580494032174,-1.6050964849785032,-0.2396040630283096,3.577074057792913,0.9799521145538392,2.4715768006325334,0.7838715401229592,1.1685231703833097,0.07040729421049718,-1.183239966101155,0.37178600075537815,-0.8904620988314491,0.5413489820216455,0.1406516975407044,0.7420258442493832,-0.7360063410886823,1.27642135255536,0.26882078282170596,0.29594675292975126,0.7029614575679943,-0.4342194359361429,0.9082244240095179,-0.5439083953342561,0.07487535833558923,1.337819371292369,-0.4316332259097635,1.0047363573523853,1.3427654062612646,0.15404890110897895,0.14790451242163272,1.074572327881242,0.6232505323203554,-0.2463556893227974,0.6025679431190838,0.48483917212297456,-0.6340248388181635,0.6217303138289481,0.8187434900634685,1.1362516844631614,1.2661684525693317,0.7860559821634183,0.43322203236374435,0.9920878456320565,0.8547807943466523,0.2493387511358378,0.7966206321205505,0.4924030936995223,0.3296189370876732,0.8257985852941374,1.5054445139344352,0.0001834642682752019,0.8861772946004294,-0.09374696050974762,0.4919584393825289,0.08684558930974617,1.1549519605092087,0.22905246467860252,0.40654259399161674,-0.013473509994696542,1.6113298270034875,2.0700876511201045,1.5909757435641723,1.1730626535763804,0.31188556493248143,-0.5942880455529576,-0.35433594570815785,-1.372631948280457,0.34771633066191043,0.4717604372203823,0.5865252817408191,2.783889943024178,0.7014362719110068,0.611883781593292,0.45085792991619655,-1.1781892469549575,-0.39804940161650393,0.5287977964086963,-1.160309503333906,0.29621138911988965,1.2472201197888353,0.39030544987713256,0.25989333184270436,-0.23498701918521192,0.06292228796041854,0.5162565358560869,1.891424435929821,0.2394889526043471,1.417911137183637,0.06967989465249502,0.18555050002277085,0.02368946894068813,-0.07357730883131808,0.03514544874906278,1.1842009946103644,0.5029230459412588,1.5459099362052484,3.0326937321200376,1.6292648596283925,-0.49661788386060834,0.7493868892839259,0.8237035195069211,1.1731651042142062,3.3392844817097966,2.2349871709618583,1.3865333847938928,0.5245688814259211,-0.006511189837851816,-0.39009454925093223,0.756266784154036,1.6736681315520627,0.07569207362337238,0.7532182780245193,-0.6576763567359194,0.14192924505857718,0.37140573978854263,0.40257629508255377,0.5855950981929254,0.22709972540843637,1.583280004660537,1.01716914265495,-0.4469118999681996,2.1376897331355167,-0.529638521046877,1.3413392732588818,0.7510463633597055,1.1239974224563412,0.5647968300692128,-0.37939736322198314,-0.07155670978107764,1.1819539121958087,1.082530424145716,-0.1160222774592512,-0.695731717026888,0.559268702607369,0.19977739655087134,0.1813186652912009,1.925427523168878,0.7221123905734999,0.8858226795304063,1.2620996013525883,1.1206772830098544,0.6191792244937915,-0.4950637807421572,0.23755341126758367,0.7376139638118957,0.1639630373847467,-0.33347955703715115,0.26967781521068446,0.9813726274712735,1.05805425146076,-1.091406303383451,-0.21931086784138643,0.659923773789501,0.15522807395234395,0.5488738118560832,-0.6781567033705187,0.5862257442754526,0.05906590097606568,0.10683665542154586,-0.198382165588896,0.5138113211926338,1.1909986457303603,0.5916703715148515,0.5328337424974734,1.7738577616286761,0.7954188315530928,0.9534058211322645,6.37278387216611e-05,0.8415864274298883,-3.002095722691024,3.3163948343658376,-0.3901534087242453,1.308697700427615,1.1543236113792545,0.04785150778297975,0.6629452158292679,0.6398499705236986,-1.0642951737110025,0.9219315014740914,0.8198476496841067,-0.4577680411991878,0.4396586940460452,1.8131574811087603,0.5343067250914828,0.8409302368598901,0.04134274542241201,-0.0923421140382743,0.6280746882629842,0.6954270768616198,0.7640234337032439,0.061046377436014154,1.253390016477681,0.8576018865566652,-0.5007027020739088,1.2109756326420893,0.35229550534393184,-1.330853245719652,0.3077268224420777,1.1086046044200089,-0.5918028806881921,0.0017392484538731878,0.7568908393074025,0.907419008105478,1.0268222827955924,0.030216365612716345,0.6809609500195393,0.5502958184765134,-0.829361876004441,-0.12753040815846362,2.253666772101269,0.7262974086005443,-0.6076092520918337,1.285597946707071,1.3756002656188002,-0.05754730113528694]},"retail_volume_y_delta":{"n":1024,"mean":66.09149340462139,"se":7.458444618863707},"arb_volume_y_delta":{"n":1024,"mean":-173.61871645056317,"se":4.886940193007343},"retail_delta":{"n":960,"mean":-0.5117859873280995,"se":0.026195641427174537},"arb_delta":{"n":960,"mean":1.0632515829651374,"se":0.012044056667934306},"decomposition":{"complete":false,"n":960,"seeds":[8464064,8465023],"method":"Reconstruct arb profit from each step fair price and previous final spot/fees, k=100*10000, using engine closed-form arbitrage and fee-on-input quotes. Retail edge = total edge - arb edge.","max_abs_reconstructed_arb_volume_y_error":0.00013625663632410578},"chunks":[{"arm":"J5","seed_start":8464000,"n":64,"seconds":79.22760606001248,"mean_edge":518.4240480519596},{"arm":"J5","seed_start":8464064,"n":64,"seconds":69.18148695802665,"mean_edge":502.2579406598754},{"arm":"J5","seed_start":8464128,"n":64,"seconds":48.40960796698346,"mean_edge":530.5168836768411},{"arm":"J5","seed_start":8464192,"n":64,"seconds":49.61834128398914,"mean_edge":515.9546364934002},{"arm":"J5","seed_start":8464256,"n":64,"seconds":56.14537500398001,"mean_edge":514.32240679453},{"arm":"J5","seed_start":8464320,"n":64,"seconds":45.94354321298306,"mean_edge":535.4621228829103},{"arm":"J5","seed_start":8464384,"n":64,"seconds":46.34100725999451,"mean_edge":544.655228069568},{"arm":"J5","seed_start":8464448,"n":64,"seconds":46.462807386997156,"mean_edge":544.7052063431834},{"arm":"J5","seed_start":8464512,"n":64,"seconds":48.85379311599536,"mean_edge":527.723283667076},{"arm":"J5","seed_start":8464576,"n":64,"seconds":52.83479683898622,"mean_edge":544.163962721607},{"arm":"J5","seed_start":8464640,"n":64,"seconds":50.75155186801567,"mean_edge":530.3374196476536},{"arm":"J5","seed_start":8464704,"n":64,"seconds":48.698311712010764,"mean_edge":534.6823364378122},{"arm":"J5","seed_start":8464768,"n":64,"seconds":49.29121301500709,"mean_edge":525.2285147571286},{"arm":"J5","seed_start":8464832,"n":64,"seconds":55.51748867001152,"mean_edge":524.1551987452642},{"arm":"J5","seed_start":8464896,"n":64,"seconds":49.680051384988474,"mean_edge":528.208135367199},{"arm":"J5","seed_start":8464960,"n":64,"seconds":51.8416646530095,"mean_edge":529.0486098934364},{"arm":"IB","seed_start":8464000,"n":64,"seconds":68.8596535300021,"mean_edge":517.7938536929896},{"arm":"IB","seed_start":8464064,"n":64,"seconds":50.80100358100026,"mean_edge":501.7371627306783},{"arm":"IB","seed_start":8464128,"n":64,"seconds":45.25022787202033,"mean_edge":529.8889434799535},{"arm":"IB","seed_start":8464192,"n":64,"seconds":51.231446229998255,"mean_edge":515.4394064727139},{"arm":"IB","seed_start":8464256,"n":64,"seconds":52.93252347400994,"mean_edge":513.7885829792384},{"arm":"IB","seed_start":8464320,"n":64,"seconds":45.33520941101597,"mean_edge":534.8965882234533},{"arm":"IB","seed_start":8464384,"n":64,"seconds":47.53228502700222,"mean_edge":544.1775526768383},{"arm":"IB","seed_start":8464448,"n":64,"seconds":43.34237251000013,"mean_edge":543.9248879804031},{"arm":"IB","seed_start":8464512,"n":64,"seconds":48.444378739979584,"mean_edge":527.1261243880251},{"arm":"IB","seed_start":8464576,"n":64,"seconds":52.21821935099433,"mean_edge":543.6192919207823},{"arm":"IB","seed_start":8464640,"n":64,"seconds":48.36172195099061,"mean_edge":529.6595743611681},{"arm":"IB","seed_start":8464704,"n":64,"seconds":50.255788464972284,"mean_edge":534.1879594481057},{"arm":"IB","seed_start":8464768,"n":64,"seconds":50.73313018298359,"mean_edge":524.8848702561634},{"arm":"IB","seed_start":8464832,"n":64,"seconds":47.276013872004114,"mean_edge":523.6451477581061},{"arm":"IB","seed_start":8464896,"n":64,"seconds":50.37775764698745,"mean_edge":527.5711027721715},{"arm":"IB","seed_start":8464960,"n":64,"seconds":50.32077607201063,"mean_edge":528.6027067751286}]},"gas":{"J5":{"Baseline.afterInitialize":{"role":"Baseline","callback":"afterInitialize","calls":1024,"ok":1024,"max_ok_gas":21796,"sum_ok_gas":22319104,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Baseline.afterSwap":{"role":"Baseline","callback":"afterSwap","calls":10958700,"ok":10958700,"max_ok_gas":22592,"sum_ok_gas":247258834140,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Baseline.getName":{"role":"Baseline","callback":"getName","calls":1024,"ok":1024,"max_ok_gas":21526,"sum_ok_gas":22042624,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Submission.afterInitialize":{"role":"Submission","callback":"afterInitialize","calls":1024,"ok":1024,"max_ok_gas":243234,"sum_ok_gas":249071616,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Submission.afterSwap":{"role":"Submission","callback":"afterSwap","calls":11050226,"ok":11050226,"max_ok_gas":238221,"sum_ok_gas":1498249812180,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Submission.getName":{"role":"Submission","callback":"getName","calls":1024,"ok":1024,"max_ok_gas":21742,"sum_ok_gas":22263808,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}},"IB":{"Baseline.afterInitialize":{"role":"Baseline","callback":"afterInitialize","calls":1024,"ok":1024,"max_ok_gas":21796,"sum_ok_gas":22319104,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Baseline.afterSwap":{"role":"Baseline","callback":"afterSwap","calls":10969603,"ok":10969603,"max_ok_gas":22592,"sum_ok_gas":247505020652,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Baseline.getName":{"role":"Baseline","callback":"getName","calls":1024,"ok":1024,"max_ok_gas":21526,"sum_ok_gas":22042624,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Submission.afterInitialize":{"role":"Submission","callback":"afterInitialize","calls":1024,"ok":1024,"max_ok_gas":243227,"sum_ok_gas":249064448,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Submission.afterSwap":{"role":"Submission","callback":"afterSwap","calls":11012217,"ok":11012217,"max_ok_gas":237663,"sum_ok_gas":1489480240619,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},"Submission.getName":{"role":"Submission","callback":"getName","calls":1024,"ok":1024,"max_ok_gas":21735,"sum_ok_gas":22256640,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}}},"valid":true,"code_zb64":"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","code_sha256":"dd53db1fbe42628e040c6c7b7a82689867ab601263c5e740506299a3a186b38c","params":{"W1":[[1.15129,-0.996585,-1.360612,2.864062,-2.166269,1.89742,-0.696507,2.175748,-3.58687,-2.449428,-0.696308,-0.558013,0.414019,-1.949829,-1.111019,0.52261,0.039733,-0.631826,0.495709],[0.86271,0.254613,1.646103,3.037976,1.718562,0.780098,-0.197718,-0.184908,-0.437817,0.190946,-0.202232,-1.333669,0.413344,-0.244053,-0.058662,1.013436,-0.128968,0.139462,0.195157],[1.729115,2.575792,-0.147932,1.629057,1.061114,4.271396,-1.566701,1.396977,1.6111,-1.150991,0.180765,-1.441042,-0.441326,0.394615,0.291057,1.177919,-1.248081,0.126277,-1.173105],[-0.664494,-0.965412,1.563603,-0.425824,-1.598845,1.349881,0.036501,0.697289,-0.445311,0.369449,0.32802,-0.940209,-2.098654,0.833946,-0.08927,0.548337,3.384914,0.014411,-0.487982],[1.022564,0.779154,4.569973,0.12783,-2.062091,-2.137189,-0.453636,-0.91211,-0.260035,0.136344,0.045042,-1.584326,0.291057,-1.076427,-0.006439,-0.275677,2.576729,-0.043329,-0.250119],[1.274221,-2.125229,0.477101,-0.440908,2.15979,0.969918,2.157772,1.49217,-0.795849,0.290526,0.042831,3.728527,0.655144,-0.751888,0.053949,1.711916,-0.967529,-0.845371,0.51631],[-2.154359,0.323503,0.502496,-1.692203,2.351653,1.316477,-0.470729,1.546865,1.607024,-0.69916,0.730603,1.579664,0.852441,0.6062,-0.560468,-0.257002,1.122865,-0.208801,1.201277],[-3.431737,-1.947345,4.449738,3.631164,-1.291438,-1.559901,-1.265114,0.949285,2.503463,-0.876593,2.612494,-1.483027,0.781478,-0.841417,0.463619,0.746681,0.865164,-1.373002,1.526777]],"b1":[0.497572,-0.831682,-2.767245,-0.125743,-1.222987,-1.550949,-0.777339,-0.161961],"W2":[[0.037931,-2.360691,0.520992,-0.817009,-3.147262,-0.447985,0.471992,0.567987],[0.587518,-2.30336,-1.969661,2.252433,0.778349,-1.707478,0.144538,0.56426]],"b2":[0.8623,1.118605],"constants":{"ELAPSED_CAP":7.0,"SIGNAL_THRESHOLD":0.001168085308968538,"DIR_DECAY":0.6708732125720838,"ACT_DECAY":0.49682908632969613,"SIZE_DECAY":0.4728256252769685,"TOX_DECAY":0.935365149604538,"SIGMA_DECAY":0.6696245950727084,"LAMBDA_DECAY":0.987870739046352,"SIZE_BLEND_DECAY":0.8483380461513357,"TOX_BLEND_DECAY":0.24478681527482282,"ACT_BLEND_DECAY":0.9846490771136527,"PHAT_ALPHA":0.247625310137791,"PHAT_ALPHA_RETAIL":0.0507874078770196,"PHAT_ALPHA_SAME":0.14851350675375644,"DIR_IMPACT_MULT":5.0,"GATE_SIGMA_MULT":5.424109880048015,"MIN_GATE":0.02752861145289368,"TRADE_TOX_BOOST":0.29535921748716293,"STALE_ATTRACT_FRAC":0.7339436627363265,"RET_CAP":0.02077647001542073,"TOX_CAP":0.18285021586819034,"TRADE_RATIO_CAP":0.2114237530741308,"LAMBDA_CAP":1.3277634863952608,"STEP_COUNT_CAP":56.0,"BASE_FEE":0.00051082991832555,"SIGMA_COEF":0.19158029221698078,"LAMBDA_COEF":0.001362871137046423,"FLOW_SIZE_COEF":0.47371206396001814,"TOX_COEF":0.02450003373115383,"TOX_QUAD_COEF":1.322845864299775,"ACT_COEF":8.240528322972024,"DIR_COEF":0.003178306275011696,"DIR_TOX_COEF":0.0104643196179574,"STALE_DIR_COEF":0.7451429374420652,"SIGMA_TOX_COEF":0.045521188875803024,"TAIL_KNEE":0.04944397677675635,"TAIL_SLOPE_PROTECT":0.8769115691956163,"TAIL_SLOPE_ATTRACT":0.8632618839360807,"ANCHOR_COUNT_CAP":564.0,"ANCHOR_LINEAR_K":0.7532823694587746,"ANCHOR_QUADRATIC_K":1.301162029835076},"scaling":{"architecture":"19-8-2","input_clip":[-4,4],"hidden_activation":"ReLU clipped [0,4]","output_unit":"bps; add output * 1e-4 to base bid/ask, then clip [0,0.1]","weight_fixed_point_scale":1000000,"feature_order":["sigmaHat","lambdaHat","sizeHat","toxEma","actEma","direction","(spot-staleHat)/staleHat","signed_trade_ratio","arb_probability","first_in_step","uncertainty","min(silent,8)/8","anchor_mean","raw_size","step_trade_count","prev_bid_fee","prev_ask_fee","steps_since_arb_like_print","router_implied_vanilla_spot_dev"],"feature_multipliers":[1000.0,2.0,500.0,500.0,500.0,1.0,500.0,500.0,2.0,2.0,1000000.0,1.0,500.0,647.054817,1.395287,220.617911,228.148131,0.412565,274.335453],"feature_offsets":[-1.0,-1.0,-1.0,-1.0,-1.0,-1.0,0.0,0.0,-1.0,-1.0,-1.0,0.0,-1.0,-0.618293,-2.037262,-0.803057,-0.808615,-0.823811,0.001772],"note":"First 13 features follow supplied IA port exactly; learned affine multiplier/offset entries used by port for features 13..18. All values and code frozen unchanged from J5."}},"seeds":{"speed":[7671000,7671511],"gate_A_C":[310000,310049],"gate_B":[7672000,7672511],"monitor":[30000000,30002047],"holdout":[40000000,40008191],"real":[8464000,8465023],"training":[]},"hashes":{"checkout":"6b6921f8d463314aa7c96234e1be25a25245f704","wheel":"aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a","J5_artifact":"fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6","J5_code":"dd53db1fbe42628e040c6c7b7a82689867ab601263c5e740506299a3a186b38c","IA_artifact":"df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df","IA_port":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b","IB_artifact":"afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","IB_code":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","replica_artifact":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","replica_source":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c","all_used_supplied_hashes_verified":true},"notes":["No learned improvement is claimed: search was skipped as explicitly required by measured speed. No claim of top-10 performance.","Port is supplied IA port with only J5 head values, 38 named TH entries and three anchor literals replaced; supplied market replica uses that port without rebuilding it.","All real comparisons use fixed frozen J5 and IB on identical fresh market seeds; no training, tuning or candidate selection used real seeds.","Retail/arb real edge decomposition is available for the last 960 seeds only: first 64 seeds per arm retained total edge and volumes but not step telemetry; those seeds were not rerun. Full paired total edge and volume deltas cover all 1024.","An exploratory unbounded random-swap callback stress hit an EVM division-by-zero revert at seed 310037 in an unconstrained synthetic path. Final gates use the bounded-spot callback sequences described above; the exploratory revert was not a real-engine failure or OOG.","All timings are local measurements; external artifacts supply code and parameters, not independent authority for these measurements. Gas is from amm_sim_rs.gas_stats() separately reset per arm and chunk.","CMA dependencies and all execution scaffolding are scratch-only; delivered Solidity has only the challenge base-contract imports."]}