{"item":"k20","mode":"real-only","speed":{"markets":512,"seconds":1.506945766042918,"markets_per_s":339.7600706921646,"workers":8,"n_steps":10000,"compilation_excluded":true},"search":{"performed":false,"reason":"Measured replica speed below 500 markets/s. Required fallback keeps J5 frozen and evaluates J5 and IB on real seeds.","requested":{"optimizer":"pycma CMA-ES","population":16,"seed":720,"weight_dimensions":178,"constant_dimensions":41,"minimum_minutes":45,"markets_per_generation":512,"first_training_seed":1257000000,"shared_across_population_and_T":true,"weight_transform":"w0 + 0.05 * RMS(block) * z for each of W1,b1,W2,b2","constant_transform":"c0 * 2**clip(0.03*z,-1,1); decays: 1-(1-d0)*2**clip(0.03*z,-1,1); integer constants rounded","sigma_schedule":"sigma0 * 0.5**(elapsed_minutes/30)","monitor_seeds":[30000000,30002047],"monitor_interval_minutes":5},"elapsed_minutes":0,"generations":0},"curve":[],"gates":{"B":{"seeds":[7672000,7672511],"J5_minus_IA":{"n":512,"mean_diff":0.8655072079761197,"se":0.033774160243544064,"worst5":[-1.814946819088732,-0.9303319003453794,-0.753965300148252,-0.7301471476150709,-0.7164407834928852],"sum":443.1396904837733,"sumsq":681.9826227397823},"target":0.876,"tolerance":0.15,"passed":true},"A":{"sequences":50,"callbacks_per_sequence":2000,"callbacks":100000,"seeds":[310000,310049],"max_fee_diff_bps":0.000129269594265069,"fees_above_0_01_bps":0,"A_passed":true,"C_passed":true,"seconds":111.2875460460782,"sequence_description":"Constant-product swaps, fees to separate buckets, EVM fee-driven reserves; lognormal sizes, randomized sides and elapsed timestamps including silent gaps. Identical callbacks fed to float port and EVM.","passed":true,"threshold_bps":0.01},"C":{"sequences":50,"callbacks_per_sequence":2000,"callbacks":100000,"seeds":[310000,310049],"max_fee_diff_bps":0.000129269594265069,"fees_above_0_01_bps":0,"A_passed":true,"C_passed":true,"seconds":111.2875460460782,"sequence_description":"Constant-product swaps, fees to separate buckets, EVM fee-driven reserves; lognormal sizes, randomized sides and elapsed timestamps including silent gaps. Identical callbacks fed to float port and EVM.","passed":true,"threshold_bps":0.1,"same_candidate_as_A":true}},"holdout":{"seeds":[40000000,40008191],"over_T":{"n":8192,"mean_diff":2.307544068661547,"se":0.013528690579041706,"worst5":[-9.866250928794102,-3.0982895329916573,-3.0946367280640743,-3.0157024672419084,-2.98385912949243],"sum":18903.401010475394,"sumsq":55901.56282773784},"over_base":{"n":8192,"mean_diff":0.0,"se":0.0,"worst5":[0.0,0.0,0.0,0.0,0.0],"sum":0.0,"sumsq":0.0}},"real":{"status":"complete","protocol":"Each strategy alone against 30 bps VanillaStrategy; amm_sim_rs.run_batch(X, Vanilla, configs, 8); configurations match MatchRunner._build_configs with RNG seed and simulation seed set to market seed; 10000 steps; common seed pairing across separate markets.","seeds":[8376000,8377023],"chunk_max":64,"arm_n":{"j5":1024,"ib":1024},"vs_IB":{"n":1024,"mean_diff":0.5907882588410147,"se":0.02446936694531769,"worst5":[{"seed":8376311,"diff":-4.3856954041164045},{"seed":8376781,"diff":-1.8935836691434815},{"seed":8376760,"diff":-1.682459330044253},{"seed":8376888,"diff":-1.6509729997231943},{"seed":8377013,"diff":-1.610155862553711}],"sum":604.9671770531991,"sumsq":984.6291800260709,"retail_edge_delta":null,"arb_edge_delta":null,"full_sample_edge_split_status":"Unavailable for first 192 seeds; see explicitly labelled later-seed subset.","retail_volume_y_delta":66.56873525678728,"retail_volume_y_delta_se":7.600989004664547,"arb_volume_y_delta":-176.77937541037727,"arb_volume_y_delta_se":4.993319014129845},"mean_edge":{"j5":528.6988725942384,"ib":528.1080843353974},"edge_decomposition":{"retail_edge_delta":{"n":832,"mean_diff":-0.48285451952277797,"se":0.02944062289782064,"worst5":[-4.251566988434433,-3.1362862838594765,-3.1175323744535035,-2.860674919626149,-2.784221163730308],"sum":-401.7349602429513,"sumsq":793.2437484507159},"arb_edge_delta":{"n":832,"mean_diff":1.0745002571146076,"se":0.014118526983788567,"worst5":[-2.4340370313234416,-1.9082477449125292,-0.13652566729240334,-0.08736355861847755,-0.03856259435517018],"sum":893.9842139193535,"sumsq":1098.4033738686371},"n":832,"seeds":[8376192,8377023],"scope":"Subset with saved step traces; not substituted for full-sample volume deltas.","max_arb_volume_reconstruction_error":0.00012122348198317923},"configuration":{"fixed":{"n_steps":10000,"initial_price":100.0,"initial_x":100.0,"initial_y":10000.0,"gbm_mu":0.0,"gbm_dt":1.0,"retail_buy_prob":0.5,"retail_size_sigma":1.2},"variance":{"retail_mean_size_min":19.0,"retail_mean_size_max":21.0,"vary_retail_mean_size":true,"retail_arrival_rate_min":0.6,"retail_arrival_rate_max":1.0,"vary_retail_arrival_rate":true,"gbm_sigma_min":0.000882,"gbm_sigma_max":0.001008,"vary_gbm_sigma":true},"config_rng":"numpy.random.default_rng(market_seed), draw size then rate then sigma","simulation_seed":"market_seed"},"paired_differences":[1.2403517226987333,0.7228278917710327,1.543794570488899,1.1644454800518815,1.1141830874976222,0.015562049483037299,1.10597399347904,0.15385905793777965,-0.23712286380884962,1.3528374671976167,0.5976498890590847,0.13197117056142815,3.694512129305906,0.6490835026859259,-0.03719816199281922,0.599166120844302,0.411399696046999,0.5238156882217027,1.0440704651174428,-0.7284262761470472,0.8815774586456655,0.6844161351527873,-0.11823143023991634,0.21644797299148877,0.7078252736009176,0.786210767917737,0.8168690126333331,0.9543472516452312,0.7011567461893264,1.4526754280890373,0.9111239037925998,0.7889964667664913,0.5049396697966699,0.002633453431315047,1.2231033040800412,-0.0023881762836595044,0.5989580704595028,1.078243949907801,0.641659170947321,0.2618716130374992,-0.54792418987779,0.776738940767018,0.7443081950218584,0.19133636355724093,0.628054708178297,1.0980021529877604,0.828856841486413,0.8460235554822475,1.037439811011211,0.1468813541071654,-0.2739416476546239,1.1054847979395959,-0.2587502023446291,0.05301561501613605,0.40448394409838784,0.09024469803739521,0.06367352218103406,2.2314972783349276,-0.05717882455593326,0.28550426251700856,1.0766877302713738,1.5962023402613568,0.7385741008839659,1.2386591253341521,0.823900566449197,0.3048447191765149,0.9152238987661576,1.1430480036416952,2.2516706417337673,0.8140416787284721,-0.2973372810609476,0.9318022612907271,1.1968603676963312,0.8267980676766911,-0.06054308597140334,0.11059152539678507,0.1914278245430978,0.22810989927256742,-0.649817316786482,0.4518602583809752,-0.42930902265163695,1.0864895025985106,0.14613246962926496,1.0180060907451889,0.620081768252021,-0.08213870398242307,0.492997854775183,0.6494750918129739,1.9776718983339379,-0.6349688073636344,1.1954613497152877,0.666018938472746,1.2336687833308133,1.6397827534119642,0.3625083834549514,0.4512773360930282,0.9235863621404974,1.925639007001962,-0.6104991047357089,0.09483695468856013,0.5451874629118834,0.6723316773396846,0.414354375333005,1.7475708786706718,0.5302842922382638,0.26768430285721934,1.0257756497925357,1.1234176695174938,-0.4802086212537233,0.4384090916197465,0.3900141664992134,1.3007794023843076,0.3068377164269691,0.44013375839813307,0.28397480186674784,1.3346501265919528,0.9321279426398519,0.3542764082682197,1.4316150612567071,1.3918621926021615,0.7319073566682164,-0.1968961827647604,1.8947452450644278,1.4115178419087897,1.6702473449294075,-0.6186888642554891,1.064348158795383,1.2733554779085807,0.7442603552282208,0.816217428206869,0.01989931237676501,-0.3243394769369843,0.6875648108581345,-0.014241937335839339,0.6295882572475193,1.543031899081825,1.304242649312755,1.2871478386937838,0.03190490221311393,-0.1266627546110044,0.003529938602923721,1.2404058660549708,0.41677469222042873,0.5506140232844245,0.05900928941468919,-0.06509048339682977,0.3150798107309356,0.13620172143936315,0.26638409459934564,-0.009445809322812693,0.5203626281485185,0.46299994345213236,1.2623910131712819,0.05693799051664428,0.5335703465048596,-0.700034976335246,-0.6883388728469981,0.24268357403610707,1.8064030753636189,0.07161468806168614,0.4864988885734647,1.0027253392981947,0.30587912469377443,0.14789356644342888,0.3667685907610121,0.012952753298804964,-0.26992886412062944,0.10230899399607551,0.010013821259406086,1.5506291954275184,0.4079784859840174,-0.5000844288831559,0.21355507086013858,0.028692233644960652,0.27310155394673075,2.432003743956386,0.5805245295041459,1.4526861483732318,0.5149552683056982,0.8510822727475897,1.2939269314412059,0.6171030715267989,-0.05940799364816485,0.42184119288970123,1.422816126112366,1.3585520198881795,-0.13247022298889988,-0.9776096292363263,-0.22494876348321213,0.681576268206868,-0.10519815959696643,-0.4190424553974026,0.6473169822447744,1.459855816095967,0.2198864050960765,1.127328344964667,-0.057639603479003654,0.4538072398219697,-0.17966155662531946,0.9235864053592877,0.4775294378206354,0.5628309109690122,0.4168079358632326,0.7604832970387179,0.19786275657338592,-0.5324246714419587,0.3785805143494372,1.0625791137530882,0.6889878006364825,0.003211638995026078,0.9717848380360579,0.7729189756749975,1.0336284529502109,0.6410036893782944,0.1640819363720425,-0.46297324889019364,1.5040373460278715,0.5424911477864498,1.2475114302955035,0.8361844777249416,0.48853170345751096,0.815100834126838,1.340917591322068,1.44266324844682,0.3283178419250703,-0.5161809449975863,-0.29371494267934395,1.4638308758389371,0.9584965726505743,0.4708810308169973,0.7926666146216803,0.626961933005191,0.8659571510434034,0.5115526363007916,1.6439054589023954,0.30423378526313627,0.6168250552818222,1.3333268485163785,2.1299509737084463,0.36281468134080797,0.9639410841989502,0.8551041011633629,-0.5666615214251465,1.324430568220464,0.8883941465065845,-0.06640782666903533,1.740835614381922,0.3838998652703367,1.5503092368340958,0.2648211421621909,0.6218517475502949,0.5228956148156954,1.5002191124449382,0.5624417252320768,0.5270544627185814,0.9031827856222208,0.7767633040650708,0.43129653193614104,0.0777178740876252,-0.18668995143423217,0.854499927226243,-0.05199904842288561,-0.19716149828116158,0.9795301518671522,1.3989333057414797,-0.20420962442636892,-0.5165089704685215,1.0897505998754013,0.3935967684586785,0.9292973830853271,1.3889550449996477,-0.99471104978727,0.6934401841264162,-0.30038272064541616,0.9008877015024837,0.3480377030831505,1.8723596368967037,1.0867815944101267,1.1699273034758448,-0.15413018794163236,1.9856516481616495,1.1524412012473704,0.36438576932192746,0.6759191500055977,-0.08065764990004709,0.7127725351334675,0.5409325866035033,-0.39755015581744146,-0.9394401821541578,0.3339626345250508,0.3458482457632499,0.551698799803944,0.6393393624025521,0.4259298856039777,-0.034448421753666025,0.46546628684842517,0.318831353529049,0.8470012299294467,-0.28856823574994905,0.2763136595977471,3.0271291847204793,0.9219951534239499,0.02505650767966472,0.8865122317032501,0.9036075367832836,0.37958914029633206,1.5942033624332907,0.1504936241268524,1.7366287458458487,1.0580830103780272,0.4266026353172947,-4.3856954041164045,0.6599154225693837,0.35572672841612984,0.11638091194055278,0.06367388484250114,0.7538453429685887,-0.1757207928386606,0.6520819885997753,1.6391845262547236,1.1319871744195211,0.4837635227417536,-0.5907335065558073,0.11842514794386716,-0.6990571867116842,-0.31763541475572765,0.7152265845020338,2.095952848487059,0.6246069647268087,0.7197082059606714,0.07762257912372661,1.2809015850958758,-0.69195944526723,1.0071089169462084,0.7129396340951644,0.48225455615443025,0.018083382349232124,1.3689458405177106,0.13346194267029432,1.2885999802739434,1.204105582685088,0.7134881736253647,0.5798929852423953,1.3716273917559079,-0.5631974872881074,-0.1851102478570965,-0.21825696675205108,1.0895486797329568,0.9437225017791206,1.2659445481548346,0.3899930583129958,-0.6253809862706703,0.06652604697842435,0.41968699099146534,0.7725581602370539,2.1826479697323293,1.9108811331636844,1.5950349612311356,0.24089632306674957,0.13432381179200092,0.10279057211664622,1.8188649057161115,0.43555384055503055,0.8454876343297997,0.12711390386857602,-0.44680849081123597,0.4171470880905872,1.3303213515797552,1.100298714450787,-0.0001570636879932863,0.405696290366393,0.45666869926327536,-0.10456610381027076,-0.15162189222701272,-0.5176847112940663,1.2635213788871624,-0.4154049245865963,1.0768152726838025,-0.18792556827906992,1.874314924706482,0.8107744486652564,-0.1273427477539144,0.9607115808745448,-0.32561470991049646,0.15281063522013483,0.27316873846154976,-0.1652680158956059,0.9241314029457044,-0.2885705654324511,2.0796368530357654,-0.3747219144529481,0.7181902575062509,-0.7509772416467513,0.7318611167564768,1.9070094268749926,0.6672844459471889,3.4032806502085577,0.5999115294300168,0.40860103464166286,1.1055867599620797,1.3402163773664597,0.5122324142292314,0.5266026008855533,0.05135351766136864,-0.40362000805635034,0.6729823374062107,1.7638398624689557,3.89223470364459,0.9642707682150444,2.364310866732353,-0.1624366773140764,-0.17741215406169886,0.504412375855793,0.7960026504343887,1.136726406207913,-0.6891567506100955,1.1389214820238749,1.072056684150084,0.4026302419927106,0.7677421630835397,0.38821411982837617,-0.33045577373115975,2.2246035481355193,0.2986742118088159,1.4730104558881294,0.7375315567566076,1.7337076860046068,0.7327917391658048,-0.18865358531257925,1.194584080214554,0.1493150755508168,-0.42904002622799453,0.994246710575112,0.013328422304709875,0.9475529972636423,0.893439797369183,0.9144244384290232,0.5016751398956671,0.010105466411346242,1.243618499380318,1.028195767080888,0.4051153294028609,-0.3889367586473895,0.5395143273303233,0.8710859367156445,0.05979287532255739,0.2846583573607404,0.43290411970662035,0.24633094146281564,2.0239271573991005,1.476142035340672,0.2944905211617197,0.19653350384311352,-0.44941041754213984,-0.22745134264187072,-0.11678687260319975,0.8587381691483529,-0.2301954416063836,1.3607007258581234,0.7105057364099139,0.13379454988245243,0.8625681561845795,-0.24340548649820448,1.9773493312468986,0.3364128718171173,0.806350500676956,2.2198186458196005,0.8100119837502007,-0.1687484180984029,1.4989401473936823,0.3668473463519035,0.17703380887149933,3.304134009245388,0.5728596166860029,1.8195210225504752,0.35387038875433063,0.7004103930815972,1.019575866905484,-0.3392197333043896,0.11925300902203162,-0.024010342125052375,1.1587399209479372,0.06184646722522302,1.087215793869177,0.32318374476079725,-1.272589221817043,0.19994610142157399,0.9187015862941621,0.6006615111259634,-0.48578756112067367,1.0079259396763973,0.6013930954628677,0.5061512501371794,0.7443356250078068,0.5599394951995009,0.698964758699276,0.5477380019299858,-0.552524678488794,1.0394050088107747,1.7980436114842178,0.6855878396238495,0.2977560625921001,-0.5367536058812448,0.5621079730638598,-0.2719515407327435,0.8014756789737021,1.1064268718034782,-0.5417817210216072,0.43236007015048017,5.449109143529881,0.5714204318539942,-0.7403548438991265,-0.26345735695406347,1.5019219744218617,-0.11519881383719621,-0.05305180301712653,0.5522827926639593,1.546841493692682,0.6439665184534533,1.3465298217649888,-0.5607473359842743,-0.18198709284939696,1.0680624137345376,1.063656930643731,0.5786066784719992,1.7123276642774954,1.4137820130744672,1.0428108011045083,0.5851021589553511,1.0581833318859708,0.3387059189743695,-0.673262230213254,1.5624099955560382,0.7006941155323716,-0.8211725766921063,1.7604670550304036,-0.4065468364267417,-0.007047769539894944,-0.12378205637367046,-0.3172717840901669,1.1585097050366358,0.28936129246483233,0.6133209508631126,-0.7064631154844392,0.27762103535502547,1.1673124319776207,0.4186651394640535,0.333088528512576,0.4219780680099916,-0.2278006052138153,1.0108655695167386,-0.2915649121991919,0.35612047754705145,1.2877455698114204,0.3942418080854395,1.3830439519371112,-0.20351273377787038,0.8567798095577928,0.8606856942307104,-0.3811357493800642,0.7636039460542747,0.9925620714922161,-0.3383886415984989,2.7552506411478817,0.6834515513995711,0.7974756180232134,0.31350722671356834,0.6122778035402234,0.6295786829894041,0.31105317390210985,0.936424667518736,0.344089107084244,1.0384229639552132,0.20999077791077525,1.0329986917940914,-0.3138947336917681,1.0974286625637433,0.14474979191334114,0.6627363281643852,-0.22249623111224537,1.5310425868283346,0.9367893480607563,-0.03059976184226798,1.824637029714097,0.2769711989956818,1.0442133434042944,2.4287632013212033,0.058594687658910516,1.303230865920682,0.4589291833464131,0.0952687299269428,0.24199028955263202,-0.1734813151152821,0.25983054775815617,0.8608017948808424,0.3671485891191537,1.0828547370018669,-0.8493671973076289,0.07750325384688495,-0.5357680021039073,1.3641011255791682,1.199711828057957,0.35615068526516325,-0.2907830777824074,1.2011989701767334,0.7568994457458302,-0.7186114739075151,-0.4132369262595148,0.9963879359030443,-0.020348128625300888,0.10625074946017321,0.4763340372037419,-0.10776073810552589,1.2734450521327858,0.4725178837834392,0.08594193101032488,0.4180446205854764,1.202855181816517,0.6189009817923647,1.6830828679900378,1.2377545169198356,-0.01302763975149901,0.11562925729504059,3.2139450174087187,0.885409418801828,0.910030159868711,0.7160195643500629,0.5179853257211562,0.19262295154453568,0.7641526510807921,1.2815440026870988,0.5968775294068109,0.26967384740999023,0.6486935881976024,0.3424074625332878,0.48703850088224954,-1.3759807296620465,0.47892431205877983,0.5132066428990356,0.9527258603242217,0.557965463838741,0.27144018978071927,0.7218206037186974,-0.230119633948334,-0.782426111378868,1.003685782384423,-0.29990162892795524,1.8654965009575335,3.3173843917772956,1.3361601472690836,-0.2523377019721238,0.29342078359894685,1.3391190035470117,-0.5905436925863796,0.6072291313381584,0.011132501566180508,1.2206249058974663,1.3723626516131162,1.0649181992372405,0.28752263339083584,-0.8316017952367929,0.9167018154536208,-0.724039659529808,0.7928057743539512,0.36117212575578606,-0.08472744734774551,-0.08657456194305269,2.2005697261327555,0.4650279354009399,0.6703703127266181,1.422730230217212,0.6621941025839533,0.43627341406323694,1.1547263856098766,1.4316997418421806,0.17276392830609666,1.6781055122015687,-0.06581469618856772,0.2654789758077527,0.762227301183259,0.8564667221610307,1.0718409200504766,0.5720753268803946,-0.00609209711768699,0.8692806901695462,0.42215281787974845,0.09797371958075018,1.8871246054840185,1.2615007042146544,1.052914750264847,0.5944425756407554,1.1200865344493423,-0.46608866974963803,0.2619525173361126,1.802013690321246,-0.09113695070698213,0.9619812748959475,0.6484650352637686,0.7756474031053813,1.2231174819387434,1.1223867286557834,0.9810773505534485,-0.7032658447077438,1.3376643188287858,1.0361905296423402,-0.03728864066636106,0.656995146394479,0.09345106372995815,0.9462346571533544,0.8482253889926596,0.5826873993015624,0.9881207292625049,-0.3203317822159306,0.5809266393459893,1.0754777876155686,-0.6576734532238788,2.0842207300858036,-0.35522324978018105,1.0004248173966062,0.3308110797763675,2.362984401981521,1.851494571018975,0.49405084064602534,0.5994948553131962,0.31454832940301003,1.3403550443383665,-0.40031706964407476,0.8530050488994902,0.14589221718631507,0.24436165880109684,0.896727579025594,1.0226298073556563,1.5266656358103319,0.09465724350673099,0.4939103806838716,1.060728117960025,3.184185519245716,1.018734714989364,2.2208947262503216,-0.4160031252756653,0.8411837169089722,1.0158420611092538,0.43057742696657897,0.6074169939569174,0.6645842536323698,-1.3357950721079987,3.2577138020992606,1.3158341780680303,0.5145451633235893,0.35012249880179525,-0.33092213309339513,1.856783748434509,0.8067261331375448,0.18784652113936318,0.6564607208208599,0.1654472563049012,0.0502173869475655,0.2934128079577363,0.0009450957081753586,0.3756398354311159,-1.682459330044253,0.14830602294205164,-0.2405204602489448,0.027122943258518717,-0.4268189206934494,2.1680727792917196,1.6437993640306559,-0.4391361958066682,1.0320936483967103,-0.24577773565459893,-0.14833097743360213,-0.7663907129634708,2.1590379906425596,1.4413364603230434,1.3320348617647824,1.2024508371961247,0.2101051277072088,0.011927278570965427,0.7496144457040259,0.24547564206557126,0.056205397279086355,-1.8935836691434815,0.8427513935853312,0.8737425881812442,0.6798032282778195,2.0549421889138557,0.9146950848370352,-0.15726059491908018,0.7054374500324911,1.9307866585321563,-0.07857638280574974,1.3014289168723963,1.3657726105610664,0.18158608694488976,1.524002884457616,0.9871630568329692,1.2631008263814465,0.21430853053624332,0.5450006249629951,0.7163137959644246,0.02976664072514268,0.22827888198355595,2.458365233439565,1.2718675741705283,0.7496210010704658,1.353849584337695,1.1587294709461275,-0.2668620716260648,1.5704494066148413,-0.2832067198233972,1.0440826020077338,0.4571211584259345,0.94167428012031,1.050681284817756,-0.3598835386180781,0.64829546711087,-0.19155044822753098,1.1340430674399613,0.7355873860366842,-0.6873389468250934,0.8789373430374781,1.055837345408463,0.7359458178061686,-0.564992398260074,-0.40278595718484667,0.8721642866771049,0.4383524963175205,-0.7312480442817559,1.162152117454525,0.6767887087754616,0.6290110130348694,1.072393585850591,0.48616452203327754,0.5994844270093722,2.4768246187666136,0.32211336236156285,1.564694278335196,0.152547191125052,0.9284890346636985,0.29828332296233384,-0.9009206671127572,0.16120207441611,0.7050321981129741,0.719005214896697,0.25675309454561557,0.23733097931028624,-0.4998303087113527,0.5493349602165836,0.8860236625180278,0.25501261519343643,0.810134838863064,1.529092852217218,-0.18841801630924238,1.2743567186738005,0.29571159421271886,2.1288249636778005,1.8236222983028938,-0.5598665028298342,0.0729887276639829,0.6081871491265929,1.5011994882225963,1.027302720024636,2.2112707279076176,0.8298958351371084,1.1375350506103814,0.23191888680401007,1.1333908889285453,0.35788179365385986,0.32658524663725075,0.24028885811048895,-0.8865517441229258,1.2287608262263348,-0.24521679131430574,-0.029202419145519798,0.6029420088065081,0.7665194256993573,1.6209041414311969,-0.21350902616211442,0.9622363194652053,1.0987204457949247,0.5967909303763008,0.17143958991619002,0.8405656615465773,2.007310591220403,0.4353784334333568,0.19435515015436522,-0.26900610826749016,-0.16556442983164743,-1.6509729997231943,-0.332777172159922,0.4342838921332941,-0.06667973054669574,0.9906328521747128,1.5837483449273577,0.1534128400032273,0.4611569829053792,0.6499955526605845,-0.43895105039570126,0.3439431903609602,-0.13533292043132406,1.0011146287174597,0.10676181472229018,0.48408359915708843,0.7665716653400523,0.3082152447759654,0.5614646631213418,0.4261012786524816,1.2150172047925025,-0.38292258720764494,0.27464317252639603,0.3298117784843271,0.533228083939548,0.23007369618790108,0.2411045758151431,-0.6220647903493273,-0.01811709898981917,0.9476669058503262,0.03825317144867313,0.5942181712487127,0.27261363907018676,1.3950721607424725,1.412482132234004,1.6970579879044863,1.188109414529663,1.1991968171553822,1.0340706684207248,1.293290722640677,-0.48698777612219146,0.7325879369360564,2.12602290768848,1.6415542646341237,-0.41871091409296923,-0.030493973721320344,0.5305562779162756,1.6015691452748797,-0.16397405600559978,-0.4165395487419232,0.7671561988972826,1.0001819072177796,0.6108847089241749,0.6119115753848519,0.579575788690363,0.5801554209550659,0.5989120388389892,0.8843943999843304,1.8877140354434232,0.6675339850970659,1.0643756411192271,0.6993412859167165,1.1425421766758745,0.4471973409346788,0.9176279635190667,0.5202894493137364,-0.6435066299508208,2.861387870905787,-0.32833512475446014,0.05704363186509909,0.21169967873674977,-0.047093252946524444,1.1172668796514813,0.5204943515370815,0.25297142075260126,0.4676932583751068,-0.46528300402314926,2.7779032429466497,0.5442433532047062,1.2476569668916113,-0.38734499454574234,0.7511833149010272,0.21260851141505555,1.8564365369914526,0.07944033658628769,0.6619206506256887,-0.9201452784241724,1.1286393586398162,-0.11853016637496694,0.7502308963511837,0.6283751096495962,0.42001048597308,-0.6266289648038992,0.08177762122875265,-0.4093265199782081,0.8830045819914858,0.5749862097105165,1.4905145395546242,-0.2357847991069093,0.23714331202518224,-0.2674866906538682,-0.2253271432741144,0.7015358753103556,0.22208669113774704,0.7465191899802903,1.523147631964548,-0.26027853825632974,0.9882821993571724,0.033220893421344044,1.1669296654681602,2.9898358158427527,-0.34569507664537014,0.8071026352529316,0.036751093006841984,-0.435895751233204,0.5984589200239725,0.6667855258720579,1.6526785517364715,1.0121003009564902,0.6630728619325623,0.3847947797068514,-0.9735451974391935,-0.08687451367268295,-0.13961515998119012,-0.08211624508010118,0.6810321125901737,-1.610155862553711,1.4303562406358878,0.20122054536994938,1.4075531516214141,0.6644794180475628,0.3211772118637555,1.1207495387476456,0.13242531677275338,-0.3188800492931705,2.493895399869757,0.7446942134272376],"paired_differences_seed_order":"ascending common real seeds, starting at 8376000"},"gas":{"j5":[{"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},{"role":"Baseline","callback":"afterSwap","calls":10978967,"ok":10978967,"max_ok_gas":22592,"sum_ok_gas":247715827456,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"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},{"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},{"role":"Submission","callback":"afterSwap","calls":11073802,"ok":11073802,"max_ok_gas":238034,"sum_ok_gas":1501033778863,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"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":[{"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},{"role":"Baseline","callback":"afterSwap","calls":10989670,"ok":10989670,"max_ok_gas":22592,"sum_ok_gas":247957462616,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"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},{"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},{"role":"Submission","callback":"afterSwap","calls":11034611,"ok":11034611,"max_ok_gas":237064,"sum_ok_gas":1492106671541,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"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":{"architecture":"19-8-2 as IA (ReLU clipped [0,4], inputs clipped [-4,4], output bps added to T-path fees)","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],"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],"weight_fixed_point_scale":1000000,"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":{"inputs_clip":[-4,4],"hidden_activation":"ReLU clipped [0,4]","output_unit":"bps correction added to core fees","weight_fixed_point_scale":1000000}},"seeds":{"speed":[1256999000,1256999511],"gate_ac":[310000,310049],"gate_b":[7672000,7672511],"holdout":[40000000,40008191],"real":[8376000,8377023],"training":[]},"notes":["No new policy was trained: first speed measurement on 512 warmed, full 10000-step replica markets was below 500 markets/s with 8 workers, activating the brief's real-only fallback. Frozen Solidity is byte-for-byte J5, never selected using real or holdout seeds. Search and monitor curve are not applicable. Holdout over_base is exactly zero because the candidate is J5.","The J5, IA, IB and replica artifact payload SHA256 values equal their artifact IDs; decoded J5 code dd53db1fbe42628e040c6c7b7a82689867ab601263c5e740506299a3a186b38c, IA port b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b, IB code 301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686, replica source 1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c all match. Checkout is 6b6921f8d463314aa7c96234e1be25a25245f704. Setup wheel hash aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a verified, dependencies installed, solc 0.8.24 installed, StarterStrategy validation passed. The goal-provided HA baseline payload and its code hash 99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe were also verified; HA was not used as a real arm.","The supplied IA port was embedded in the supplied replica without rebuilding strategy logic. For argument plumbing, TH is passed from the packed parameter vector instead of global PT, and the three anchor literals read the vector tail. J5 uses its own head and 41 constants; IA uses IA head and T constants; T disables the head. Inputs, scaling, clipping, and held-fixed TH constants are those of IA. No fastmath.","Gates A/C used 50 deterministic sequences of 2000 constant-product callbacks, fees removed to separate buckets as in the Rust engine; randomized sides, lognormal sizes, and timestamp gaps including repeated timestamps. Max delta is over both bid and ask across every callback. The same frozen J5 code and port satisfy both thresholds.","An earlier diagnostic generator incorrectly retained fees in reserves and generated off-model callbacks. On those sequences, 3 callbacks exceeded 0.01 bps; max delta 0.8497512066506316 bps, at seed 310012 callback 1399. This diagnostic is retained as a numerical/branch-sensitivity limitation; the reported gates use corrected constant-product reserve transitions.","Gates, speed, holdout, real results and gas in this result are locally computed measurements, not claims copied from the input artifacts. B compares replica J5-minus-IA with the supplied historical real target +0.876 on exactly 7672000..7672511. SE = sample standard deviation / sqrt(n); worst5 = five lowest paired differences, not an average.","The real engine exposes total edge, retail_volume_y and arb_volume_y. Full-sample retail and arb deltas are explicitly Y-volume deltas. Retail/arb EDGE decomposition, when present, is separately labelled with its actual subset n: early result traces were not retained for reconstruction, so the full 1024-seed edge split is unavailable and is not fabricated. Reconstruction uses invariant k=1000000, previous end-of-step spot and fees, next step fair price, and the pinned closed-form arb formulas; retail edge = total edge minus arb edge. Reconstructed arb volume is checked against engine volume.","The first J5 chunk was split 1+63 after a one-seed output-format probe. That seed was not rerun; its measured edge and volumes were recovered from the probe output. Every real seed is counted once per arm; no real evaluation seed was used to train or choose the candidate. Real chunks use 8 workers per arm. Gas is from amm_sim_rs.gas_stats(), reset before each chunk then combined by summing counts and maxing peaks; initialization is reported separately from afterSwap.","All long commands are segmented and bounded by timeout 470 seconds; scratch state is outside the submitted paths. Only result.json and sources.json are delivered; no installed dependencies or caches are included. Nothing was fabricated."]}