{"item":"k11-s05-h45-p16","blocked":null,"gates":{"A":{"passed":true,"sequences":50,"swap_callbacks":100000,"max_fee_diff_bps":0.0001982281220419546,"threshold_bps":0.01,"seeds":[310000,310049]},"B":{"n":1024,"mean_diff":0.7692214604247253,"se":0.026912958923414727,"sum":787.6827754749187,"sumsq":1364.6521164038797,"worst5":[[8588660,-3.0644239357775405],[8588123,-1.7748967205486679],[8588446,-1.7725310027693695],[8588210,-1.7559481394603154],[8588602,-1.7113218348497412]],"retail_delta":-0.2091574487613661,"arb_delta":0.9783789091860908,"target":0.8189009411467073,"passed":true,"excluding_8588481":{"n":1023,"mean_diff":0.7695986208047494,"se":0.026936634179394004,"sum":787.2993890832586,"sumsq":1364.50513127857,"worst5":[[8588660,-3.0644239357775405],[8588123,-1.7748967205486679],[8588446,-1.7725310027693695],[8588210,-1.7559481394603154],[8588602,-1.7113218348497412]],"retail_delta":-0.20843014069636168,"arb_delta":0.9780287615011104}},"C":{"passed":true,"sequences":50,"swap_callbacks":100000,"max_fee_diff_bps":7.38192300342444e-05,"threshold_bps":0.1,"seeds":[310000,310049]}},"speed":{"markets_per_s":652.537886621465,"cpus":6,"n":512,"seconds":0.7846287709835451},"search":{"generations":377,"minutes":79.10627660353978,"M":512,"curve":[[0.0,0.0,0.0,0.5],[5.094937475522359,-0.010176822136530317,0.007793996104868076,0.41016308948663593],[10.239253123601278,-0.012882618691973075,0.007603703310678916,0.3921556140226936],[15.243857947985331,0.004882030560686451,0.007501641885894414,0.3757318496918715],[20.272609329223634,0.026585711005400803,0.008128959567800726,0.3608640461598842],[25.46060864130656,0.004797182137177086,0.007696083655672376,0.3377923818485544],[30.468673654397328,-0.00234334074525816,0.008766457702400475,0.3127145741691106],[35.50576113065084,-0.006747940736456071,0.00817592722950813,0.2893691616921131],[40.6893151640892,0.015255066762284136,0.008319222999940033,0.2671631614150696],[45.71455293893814,0.022538751735637436,0.007353032426640358,0.24726347426241602],[50.776541928450264,0.017103777625155747,0.007790186399600745,0.22871650768612534],[55.80459484259288,0.010568372988136648,0.008527483586792152,0.21167134639303886],[60.82123679717382,0.012624379462058716,0.008189905848774187,0.19593091546829386],[65.85905630191168,0.009745798097302832,0.00785232629992946,0.1813018329109836],[70.91446500221888,0.012906566407633546,0.00839724370051776,0.16771957678027802],[75.92863294283549,0.028119221861188426,0.008251639903752703,0.15525342983568566],[79.05336801608404,0.011543021267815451,0.008468778862178943,0.14795788504689764]],"curve_columns":["minutes","gain_over_START","se","sigma"],"best_gain_over_START":0.028119221861188426,"best_generation":362,"seed":20261311,"population":16,"sigma0":0.5,"train_seed_range":[1256000000,1256193023],"monitor_seeds":[30000000,30002047]},"params":{"W1":[[-0.08069,0.804607,-0.44548,3.01546,-2.296377,0.463394,-1.428329,2.21059,-5.169903,-1.753214,-0.919084,-0.092107,0.347146,-2.170537,-0.44782,-0.123886,-1.142728,-0.129468,1.591881],[0.761042,0.645926,1.957656,2.614697,-0.169784,-0.346136,-0.48747,0.378442,-0.343481,0.230563,-0.10933,-1.919275,0.112194,-0.211056,-0.078288,1.215384,0.185948,-0.044487,1.096285],[0.974866,3.627063,-1.201989,0.660579,0.807667,2.220588,-1.730281,0.940785,1.364086,-0.601651,0.377387,-0.22027,-0.469564,0.362496,0.273148,1.194819,-2.569167,-0.372891,-2.123678],[0.366919,-1.279429,1.06932,-0.36388,-0.995062,-0.379969,0.035733,0.038949,0.803569,0.141635,0.206825,-1.96032,-0.245247,0.179714,0.188614,-1.109274,1.000233,-0.344167,-0.82508],[1.327068,0.606793,4.916598,0.052514,-2.002854,-1.258806,-1.021306,-0.403756,-0.154487,0.520894,-0.057798,-2.31473,-0.013452,-0.939628,0.342104,-0.665484,2.259466,-0.008505,0.54501],[1.421017,-2.000871,0.482398,-1.630208,3.680886,1.577412,3.833703,0.623444,-0.484808,-0.008246,0.03642,3.600579,0.601031,-1.105732,0.231257,0.490328,-1.742978,-0.273966,-1.438426],[-1.045733,0.998974,0.043785,-0.829681,2.587383,0.869307,-1.107728,2.213588,1.270646,-1.46454,1.163794,1.084478,1.447786,-0.907053,-1.065318,-1.422248,1.08317,-0.801586,2.372592],[-2.422041,-2.82795,3.43775,3.710033,-0.265705,-0.737092,-1.855829,2.660502,0.405478,-0.997682,2.489646,-2.013759,1.299466,0.18559,0.752901,1.039965,-0.481929,-1.61567,1.003351]],"b1":[1.673955,-1.570503,-4.027887,-1.051975,-1.333805,-2.358244,-0.489934,0.384813],"W2":[[0.140552,-2.28084,0.86741,-0.659055,-3.095353,-0.709291,-1.097827,0.975449],[0.35694,-1.981352,-1.700686,3.460407,0.154066,-2.020654,0.805123,-0.138651]],"b2":[1.516398,3.147892],"constants":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":0.001156869101094757,"DIR_DECAY":0.7227533638393642,"ACT_DECAY":0.39779420113081143,"SIZE_DECAY":0.5055245772009815,"TOX_DECAY":0.9282015657354289,"SIGMA_DECAY":0.7065348554727573,"LAMBDA_DECAY":0.9923458883642176,"SIZE_BLEND_DECAY":0.8323298026705049,"TOX_BLEND_DECAY":0.2508323077202469,"ACT_BLEND_DECAY":0.9871220514184912,"PHAT_ALPHA":0.25808757492490936,"PHAT_ALPHA_RETAIL":0.05578480249463184,"PHAT_ALPHA_SAME":0.13846689521683803,"DIR_IMPACT_MULT":4,"GATE_SIGMA_MULT":6.668552818693225,"MIN_GATE":0.029928177791958582,"TRADE_TOX_BOOST":0.3020177397892846,"STALE_ATTRACT_FRAC":0.7012293482109986,"RET_CAP":0.023461210772577075,"TOX_CAP":0.20832681930629834,"TRADE_RATIO_CAP":0.19066742098359835,"LAMBDA_CAP":1.2376676729117932,"STEP_COUNT_CAP":61,"BASE_FEE":0.000404998257630146,"SIGMA_COEF":0.2013810465419436,"LAMBDA_COEF":0.00127146308094683,"FLOW_SIZE_COEF":0.514677052000559,"TOX_COEF":0.03020940100574006,"TOX_QUAD_COEF":1.5476399309242657,"ACT_COEF":8.646484536195485,"DIR_COEF":0.001936093943733801,"DIR_TOX_COEF":0.007378333504080371,"STALE_DIR_COEF":0.7506748423136532,"SIGMA_TOX_COEF":0.059188512085436885,"TAIL_KNEE":0.05272364227159876,"TAIL_SLOPE_PROTECT":0.8364185159306098,"TAIL_SLOPE_ATTRACT":0.8299387064389618,"ANCHOR_COUNT_CAP":715,"ANCHOR_LINEAR_K":0.6596481887868302,"ANCHOR_QUADRATIC_K":1.1661415499728294},"scaling":{"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],"weight_fixed_point_scale":1000000,"input_clip":[-4,4],"hidden_relu_clip":[0,4],"output_unit_fee":0.0001,"note":"unchanged from CG"}},"code_zb64":"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","code_sha256":"fca0c79ab5024f24b1c261c64c289d02210da617164825586e9faa94c9799008","port_zb64":"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","port_sha256":"572bb0e6b7eb78ce84d95a48730ba05e699914643c0a062892a5a73970e1f372","holdout":{"seeds":[41030000,41038191],"frozen_vs_start":{"n":8192,"mean_diff":0.014423553944744795,"se":0.004254288101668477,"sum":118.15775391534936,"sumsq":1216.1571198526458,"worst5":[[41036811,-3.8216173558993773],[41034371,-3.6258555148923506],[41034231,-3.3723013728413207],[41035964,-2.897947913719406],[41035738,-2.760836581349963]],"retail_delta":-0.00988822799035411,"arb_delta":0.024311781935098753},"frozen_vs_IB":{"n":8192,"mean_diff":0.7822970672656151,"se":0.009713360419422858,"sum":6408.577575039919,"sumsq":11344.317614858659,"worst5":[[41037496,-15.667249405422979],[41033158,-5.685858448509748],[41033230,-4.350672434938133],[41037712,-4.288671573053534],[41037194,-3.4315529641899047]],"retail_delta":-0.2469349292677627,"arb_delta":1.0292319965333774},"start_vs_IB":{"n":8192,"mean_diff":0.7678735133208703,"se":0.009472683047926922,"sum":6290.419821124569,"sumsq":10851.305756915724,"worst5":[[41037496,-15.88960392693292],[41033158,-5.850437259018577],[41037712,-4.4355226697426815],[41033230,-3.520583638576227],[41032064,-3.4068142300318414]],"retail_delta":-0.23704670127740857,"arb_delta":1.0049202145982785},"seconds":35.82109604700236},"real":{"frozen_vs_start":{"n":512,"mean_diff":-0.01134929948326957,"se":0.0199851447915113,"sum":-5.81084133543402,"sumsq":104.56334279849523,"worst5":[[8107679,-4.588248858202405],[8107876,-1.8636100244793852],[8107782,-1.6403823216315914],[8107577,-1.584105032463242],[8107984,-1.1407268385398766]],"retail_volume_delta":-25.20002224352703,"arb_volume_delta":40.691121347785135,"retail_delta":-0.030525581089076215,"arb_delta":0.019176281605808143,"by_quartile":[{"quartile":1,"n":128,"mean_diff":0.0016389408395198757,"se":0.027218897921411227,"sum":0.2097844274585441,"sumsq":12.043900600603317,"IB_retail_volume_min":56425.95676088439,"IB_retail_volume_max":68844.85938963346,"worst5":[[8107984,-1.1407268385398766],[8107531,-0.684716272692242],[8107837,-0.6752783549356423],[8107684,-0.5821449831352083],[8107860,-0.43395530454199616]],"retail_volume_delta":-8.947516538570426,"arb_volume_delta":44.50795920483185,"retail_delta":-0.005337069648998938,"arb_delta":0.006976010488519285},{"quartile":2,"n":128,"mean_diff":-0.009816076024538933,"se":0.033109625817246996,"sum":-1.2564577311409835,"sumsq":17.832929947110323,"IB_retail_volume_min":68859.03045467743,"IB_retail_volume_max":77615.37043673462,"worst5":[[8107577,-1.584105032463242],[8107525,-1.054309405941865],[8107973,-0.905726197010722],[8107916,-0.8892693783075174],[8107712,-0.7718287107308015]],"retail_volume_delta":-9.286879061784475,"arb_volume_delta":44.50499551496989,"retail_delta":-0.020497368221127577,"arb_delta":0.010681292196585812},{"quartile":3,"n":128,"mean_diff":0.001755556196660013,"se":0.043308700244057925,"sum":0.22471119317248167,"sumsq":30.490855502710637,"IB_retail_volume_min":77698.79071575058,"IB_retail_volume_max":87294.58880173121,"worst5":[[8107876,-1.8636100244793852],[8107782,-1.6403823216315914],[8107709,-0.9716895090970183],[8107607,-0.9227790947181802],[8107913,-0.7866556548308381]],"retail_volume_delta":-25.113269928741147,"arb_volume_delta":43.40199733634469,"retail_delta":-0.009251011433738743,"arb_delta":0.011006567630403197},{"quartile":4,"n":128,"mean_diff":-0.03897561894471924,"se":0.052026603542407984,"sum":-4.988879224924062,"sumsq":44.195656748070945,"IB_retail_volume_min":87311.45892268994,"IB_retail_volume_max":101536.76030269492,"worst5":[[8107679,-4.588248858202405],[8107614,-1.110946716594185],[8107526,-0.9653076754931362],[8107887,-0.928849208862971],[8107998,-0.8908249796479595]],"retail_volume_delta":-57.45242344501207,"arb_volume_delta":30.349533334994106,"retail_delta":-0.0870168750524396,"arb_delta":0.04804125610772428}]},"frozen_vs_IB":{"n":512,"mean_diff":0.7935111067451331,"se":0.04822347608740676,"sum":406.27768665350817,"sumsq":930.8120266801724,"worst5":[[8107827,-1.948163724839219],[8107709,-1.6600071495070097],[8107956,-1.3367159855087039],[8107998,-1.286439837644707],[8107577,-1.121977956439025]],"retail_volume_delta":262.2142015228214,"arb_volume_delta":-5.399572629367746,"retail_delta":-0.25523292550524235,"arb_delta":1.048744032250376,"by_quartile":[{"quartile":1,"n":128,"mean_diff":0.7083712221577412,"se":0.0612233815639284,"sum":90.67151643619087,"sumsq":125.16149754198949,"IB_retail_volume_min":56425.95676088439,"IB_retail_volume_max":68844.85938963346,"worst5":[[8108003,-0.7540883468486754],[8108010,-0.7299017222272823],[8107950,-0.5766494262493325],[8107984,-0.5196659720530761],[8107740,-0.4929024587905815]],"retail_volume_delta":-82.46982033465974,"arb_volume_delta":-195.40919843750746,"retail_delta":-0.4148409918174685,"arb_delta":1.1232122139752079},{"quartile":2,"n":128,"mean_diff":0.7277390724642139,"se":0.06078600176774981,"sum":93.15060127541938,"sumsq":127.85424447699233,"IB_retail_volume_min":68859.03045467743,"IB_retail_volume_max":77615.37043673462,"worst5":[[8107577,-1.121977956439025],[8107541,-1.1164345083734588],[8107543,-0.6143989279672724],[8107712,-0.5851944297476166],[8107540,-0.5800068777545562]],"retail_volume_delta":93.52297031296052,"arb_volume_delta":-84.39445248163756,"retail_delta":-0.3352746651703047,"arb_delta":1.0630137376345175},{"quartile":3,"n":128,"mean_diff":0.8120394170055913,"se":0.08109520517216758,"sum":103.94104537671569,"sumsq":191.31070939060572,"IB_retail_volume_min":77698.79071575058,"IB_retail_volume_max":87294.58880173121,"worst5":[[8107827,-1.948163724839219],[8107709,-1.6600071495070097],[8107591,-1.0473375778303762],[8107766,-0.9707153777078474],[8107637,-0.8843408596324025]],"retail_volume_delta":379.3487081749671,"arb_volume_delta":53.937564336069386,"retail_delta":-0.17508062097148125,"arb_delta":0.9871200379770736},{"quartile":4,"n":128,"mean_diff":0.9258947153529862,"se":0.15223757678864697,"sum":118.51452356518223,"sumsq":486.4855752705847,"IB_retail_volume_min":87311.45892268994,"IB_retail_volume_max":101536.76030269492,"worst5":[[8107956,-1.3367159855087039],[8107998,-1.286439837644707],[8107548,-0.8269659963239064],[8107566,-0.589192564958239],[8107924,-0.5632152453737262]],"retail_volume_delta":658.4549479380175,"arb_volume_delta":204.26779606560464,"retail_delta":-0.09573542406171498,"arb_delta":1.0216301394147054}]},"start_vs_IB":{"n":512,"mean_diff":0.8048604062284027,"se":0.049351853168329296,"sum":412.0885279889422,"sumsq":968.9060549688056,"worst5":[[8107827,-1.8681717562694757],[8107825,-1.4729353061101165],[8107766,-1.301027053888106],[8107591,-1.299104166985785],[8107956,-1.161058088443383]],"retail_volume_delta":287.4142237663484,"arb_volume_delta":-46.09069397715288,"retail_delta":-0.22470734441616613,"arb_delta":1.029567750644568,"by_quartile":[{"quartile":1,"n":128,"mean_diff":0.7067322813182213,"se":0.056752648459780855,"sum":90.46173200873233,"sumsq":116.2905769051635,"IB_retail_volume_min":56425.95676088439,"IB_retail_volume_max":68844.85938963346,"worst5":[[8107671,-0.6812410749865876],[8107740,-0.5914681570972107],[8108003,-0.5749061435153635],[8107725,-0.5449236675856923],[8107950,-0.5247733740519607]],"retail_volume_delta":-73.52230379608932,"arb_volume_delta":-239.9171576423393,"retail_delta":-0.40950392216846954,"arb_delta":1.1162362034866886},{"quartile":2,"n":128,"mean_diff":0.7375551484887528,"se":0.054924604660843306,"sum":94.40705900656036,"sumsq":118.67008590083937,"IB_retail_volume_min":68859.03045467743,"IB_retail_volume_max":77615.37043673462,"worst5":[[8107541,-1.045755017629915],[8107540,-0.3788534317964718],[8107976,-0.3455366113967102],[8107592,-0.34466639770579377],[8107598,-0.3328970462222287]],"retail_volume_delta":102.809849374745,"arb_volume_delta":-128.89944799660745,"retail_delta":-0.3147772969491771,"arb_delta":1.0523324454379315},{"quartile":3,"n":128,"mean_diff":0.8102838608089313,"se":0.08194314860318577,"sum":103.71633418354321,"sumsq":193.19350331762027,"IB_retail_volume_min":77698.79071575058,"IB_retail_volume_max":87294.58880173121,"worst5":[[8107827,-1.8681717562694757],[8107825,-1.4729353061101165],[8107766,-1.301027053888106],[8107591,-1.299104166985785],[8107785,-0.8751266001175964]],"retail_volume_delta":404.46197810370825,"arb_volume_delta":10.535566999724693,"retail_delta":-0.1658296095377425,"arb_delta":0.9761134703466703},{"quartile":4,"n":128,"mean_diff":0.9648703342977054,"se":0.16104113451130048,"sum":123.50340279010629,"sumsq":540.7518888451823,"IB_retail_volume_min":87311.45892268994,"IB_retail_volume_max":101536.76030269492,"worst5":[[8107956,-1.161058088443383],[8107532,-0.9030816084762137],[8107922,-0.8849061094593935],[8107548,-0.7806810259567101],[8107954,-0.7674499304873734]],"retail_volume_delta":715.9073713830296,"arb_volume_delta":173.91826273061054,"retail_delta":-0.008718549009275378,"arb_delta":0.9735888833069812}]},"max_abs_arb_volume_reconstruction_error":{"frozen":0.00011487305164337158,"ib":6.51758600724861e-05,"start":0.00011453512342995964},"decomposition_errors":{"frozen":[],"ib":[],"start":[]},"seconds_per_arm":{"frozen":288.80450676204055,"ib":285.89279200704186,"start":289.63872295903275},"seeds":[8107520,8108031],"protocol":"Each arm alone against 30 bps VanillaStrategy; amm_sim_rs.run_batch(X, VanillaStrategy, configs, 8); 64 seeds per command; MatchRunner draw order and BASELINE_SETTINGS; fresh confirmation block, once per arm."},"gas":{"frozen":{"afterSwap_peak":235412,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0,"stats":[{"role":"Baseline","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":21796,"sum_ok_gas":11159552,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"afterSwap","calls":5489922,"ok":5489922,"max_ok_gas":22592,"sum_ok_gas":123867821916,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"getName","calls":512,"ok":512,"max_ok_gas":21526,"sum_ok_gas":11021312,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":243234,"sum_ok_gas":124535808,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5558482,"ok":5558482,"max_ok_gas":235412,"sum_ok_gas":753620975442,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21742,"sum_ok_gas":11131904,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}]},"ib":{"afterSwap_peak":234892,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0,"stats":[{"role":"Baseline","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":21796,"sum_ok_gas":11159552,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"afterSwap","calls":5492873,"ok":5492873,"max_ok_gas":22592,"sum_ok_gas":123934561996,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"getName","calls":512,"ok":512,"max_ok_gas":21526,"sum_ok_gas":11021312,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":243227,"sum_ok_gas":124532224,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5513900,"ok":5513900,"max_ok_gas":234892,"sum_ok_gas":745620678203,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21735,"sum_ok_gas":11128320,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}]},"start":{"afterSwap_peak":235406,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0,"stats":[{"role":"Baseline","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":21796,"sum_ok_gas":11159552,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"afterSwap","calls":5489051,"ok":5489051,"max_ok_gas":22592,"sum_ok_gas":123848209840,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Baseline","callback":"getName","calls":512,"ok":512,"max_ok_gas":21526,"sum_ok_gas":11021312,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterInitialize","calls":512,"ok":512,"max_ok_gas":243234,"sum_ok_gas":124535808,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"afterSwap","calls":5556489,"ok":5556489,"max_ok_gas":235406,"sum_ok_gas":753266750365,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0},{"role":"Submission","callback":"getName","calls":512,"ok":512,"max_ok_gas":21742,"sum_ok_gas":11131904,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0}]}},"valid":true,"notes":["Artifact JSON hashes matched URL ids; decoded START code cb6d9455, source PORT b29cd2a0, IB code 30194182, replica 1e4c44b4 verified. Pinned checkout 6b6921f8 and wheel aedb6828 verified; setup validation passed.","Selected the best monitored CMA mean, then rounded weights to 1e-6, non-integer constants to WAD and integer constants to integers; only numeric literals changed in START Solidity.","219 z = W1 row-major (152), b1 (8), W2 row-major (16), b2 (2), constants in params.constants insertion order (41). Weights start + .03*rms(block)*z. Constants start*2**clip(.02*z,-1,1), except *_DECAY uses 1-(1-start)*factor; four integer constants rounded. Sigma capped at .5*2**(-search_minutes/45). Fitness mean replica edge on same fresh 512-seed block per population; no training block reused.","Returned port is supplied PORT with three anchor literals replaced by W[NW:NW+3], and _core_init/_core_after receiving W[NW+3:] instead of PT. Added njit cache only. Build W by concatenate: [1], params.scaling.feature_multipliers (19), params.scaling.feature_offsets (19), W1/b1/W2/b2 (178), ANCHOR_COUNT_CAP/ANCHOR_LINEAR_K/ANCHOR_QUADRATIC_K (3), TH_VALUES with params.constants entries whose names occur in TH_NAMES applied at those indices (the three anchors are passed separately) (383). NW=217. Calls strat_init(S,W,x,y), strat_after(S,W,is_buy,amount_x,amount_y,timestamp,reserve_x,reserve_y); S fresh float64[40].","Replica market engine is exactly supplied replica_source after replacing its STRATEGY block with returned port; all 10000-step market logic and market_config draw order retained. IB evaluated with its own supplied port and frozen head weights.","Any decomposition failure is recorded in real.decomposition_errors and affected edge deltas are null. Real retail/arb edge split reconstructed from constant-k reserves, prior step quote and fair price using KIT decomposition, verified against independently accumulated arb volume. Volume deltas are mean Y units per market. Quartiles use IB retail volume.","All reported new measurements are local execution results; source artifact historical results are only references for gates. No leaderboard rank is claimed.","The returned point was selected by the maximum monitored CMA mean before holdout and real confirmation; neither holdout nor real data changed the selection. Replica holdout frozen minus START is +0.014423553944744795 (SE 0.004254288101668477), but real frozen minus START is -0.01134929948326957 (SE 0.0199851447915113): this real block does not confirm an additional gain over START. Real frozen minus IB is +0.7935111067451331 (SE 0.04822347608740676)."]}