{"item":"q11-k01-s03-h45-p16","blocked":null,"source_hashes":{"START_artifact":"12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49","START_code":"9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b","START_port":"732c0fb615480020795039a111e4a49a46f851e6f29720b092665b247d79006b","IB_artifact":"afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","IB_code":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","IB_port":"f63227c5e0f63633efd132d6fb402ede665e5c9cb24481911471e8dc20a3362d","KIT_artifact":"48cd6a10f39fc22a79c5f12398474bd65282803d59314819acd586f187015808","KIT_sim":"aa97e7eba379b1d2b77cdbd2778dee053c603ba1c59852f680026c23301600d3","replica_local":"87ff30eb5589e39386a487d5478223b0a9a4a4ec8dfea15abc776d64f79e468e","repository_commit":"6b6921f8d463314aa7c96234e1be25a25245f704","wheel":"aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a"},"gates":{"A":{"passed":true,"sequences":50,"swap_callbacks":100000,"seeds":[9200000,9200049],"sequence_origin":"first 2000 afterSwap callbacks recorded from each full replica market","threshold_bps":0.01,"max_fee_diff_bps":6.033596859980617e-05,"over":0,"first_divergence":null,"code_sha256":"9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b","seconds":83.708603591891},"B":{"n":512,"mean_diff":0.9155852671945004,"se":0.04393220065153914,"sum":468.7796568035842,"sumsq":934.167515823171,"worst5":[{"seed":8097606,"diff":-1.9748653870918815},{"seed":8097692,"diff":-0.8523447043554597},{"seed":8097381,"diff":-0.8329619979277254},{"seed":8097550,"diff":-0.8229424599383037},{"seed":8097710,"diff":-0.6813674610865519}],"retail_delta":-0.312104639445411,"arb_delta":1.2276899066399112,"passed":true,"real_reference":0.793,"abs_error":0.12258526719450036,"seeds":[8097280,8097791]},"C":{"passed":true,"sequences":50,"swap_callbacks":100000,"seeds":[9200100,9200149],"sequence_origin":"first 2000 afterSwap callbacks recorded from each full replica market","threshold_bps":0.1,"max_fee_diff_bps":6.120889781136007e-05,"over":0,"first_divergence":null,"code_sha256":"9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b","seconds":55.178420257987455}},"speed":{"markets_per_s":330.2230220445243,"seconds":1.5504673079121858,"markets":512,"steps":10000,"workers":24,"warmed_pool":true},"search":{"generations":180,"minutes":78.819810684522,"M":512,"curve":[[0.0,0.0,0.0,0.0,0.3],[5.154704852898916,12,-0.03392861317112292,0.007626545690792279,0.2530679484873148],[10.247579658031464,24,-0.018366351285639848,0.007393641579255994,0.23430873121887744],[15.360079197088877,36,-0.03185845825305575,0.00836645801047257,0.2271845444190696],[20.73798127969106,49,-0.04265729958579906,0.008627584727754605,0.21974068051469686],[26.10890956322352,62,-0.0525291747739369,0.009327766462437442,0.20245877155566627],[31.49883978366852,75,-0.03218339589870184,0.00891203647433431,0.18609155273731812],[36.72736440102259,86,-0.03113657889081972,0.011159414395297908,0.17202546324173562],[41.983671657244365,96,-0.026964200177185704,0.011075201624604018,0.15867225288012507],[47.384526367982225,106,-0.04000905114219497,0.011127300913806884,0.14595247745749176],[52.84880247513453,117,-0.02934939195513875,0.00840520575165646,0.1340397865418605],[58.021413417657214,128,-0.029558435075780876,0.008396217914848236,0.12362360572459427],[63.22903065284093,141,-0.02566203791167146,0.008507117314016115,0.11413501015748903],[68.66727736393611,154,-0.012957410705423111,0.008269531421389894,0.10519055739562802],[74.20370285511017,168,-0.017876924721103193,0.008341925860371057,0.09668620548235599],[78.81974540948868,180,-0.026338640278874864,0.008802076144480675,0.08985897736245742]],"best_gain":0.0,"best_generation":0,"next_seed":180092160,"sigma":0.08985897736245742,"search_stop_utc":"2026-11-09T23:36:00+00:00","complete":true,"finished_utc":"2026-11-09T23:35:20.923702+00:00","method":"CMA-ES over 219 z: weight=start+0.05*rms(block)*z; constant=start*2^(0.03*z), integers rounded","seed":20261611,"population":16,"sigma0":0.3,"sigma_cap":"0.3 * 0.5^(minutes/45)","curve_columns":["minutes","generation","mean_diff_vs_START","se","sigma"],"train_seed_start":180000000,"train_seed_end":180092159,"monitor_seeds":[30000000,30002047],"selection":"best monitored CMA mean; START retained as fallback","candidate_market_evaluations":1474560,"monitor_n":2048},"params":{"W1":[[-0.176997,0.759913,-0.607316,3.064729,-2.397445,0.490413,-1.463102,2.532234,-5.334064,-1.9222,-0.694299,-0.51101,0.409336,-2.319113,-0.616024,-0.560712,-1.108771,-0.07686,1.689767],[0.749403,0.927639,1.920145,2.59831,-0.154325,-0.185428,-0.413339,0.430805,-0.345349,0.119308,-0.059679,-1.768258,0.056022,-0.182701,-0.173974,0.89427,0.260072,0.067068,0.977048],[0.877318,3.793499,-1.312105,0.843833,0.937328,2.120865,-1.612858,0.9345,1.403904,-0.774995,0.583354,0.108677,-0.087352,0.323193,0.161516,1.065185,-2.552558,-0.437531,-2.551197],[0.247895,-1.520508,0.992764,-0.226949,-1.169068,-0.552887,0.137885,-0.124757,0.636913,0.156567,0.198623,-1.581699,-0.390313,0.359219,0.168015,-1.109885,1.018385,-0.243261,-0.965612],[1.045192,0.674658,4.754701,-0.124304,-2.206268,-1.296372,-1.005856,-0.726684,-0.409844,0.609799,0.025742,-2.346546,-0.161326,-1.195896,0.343508,-0.750284,2.256378,-0.026349,0.625686],[1.361898,-2.076545,0.167834,-1.48212,3.964198,1.373475,3.837027,0.649171,-0.484219,-0.056199,-0.008882,3.387515,0.688338,-1.078445,0.17622,0.32894,-1.78916,-0.302653,-1.568467],[-0.673286,1.149198,0.124468,-0.739598,2.688452,0.822718,-1.301634,2.340034,1.372744,-1.535532,1.149279,1.021293,1.539016,-0.970707,-0.92404,-1.580181,0.666772,-0.764222,2.839311],[-2.515823,-2.942958,3.462455,3.773968,-0.009852,-1.002908,-1.52168,2.533901,0.364276,-1.060362,2.573698,-2.046107,1.401962,0.018048,0.413046,0.939239,-0.272336,-1.950012,1.164793]],"b1":[2.258205,-1.688267,-4.067462,-0.877852,-1.168667,-2.427504,-0.725963,0.200219],"W2":[[0.053395,-2.047954,1.103189,-0.600331,-3.128621,-0.763904,-0.831052,0.684382],[0.493688,-1.938963,-1.782929,3.655466,0.340409,-1.896285,0.95557,-0.32051]],"b2":[1.560235,2.820259],"constants":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":0.001160146365492428,"DIR_DECAY":0.7425790531106053,"ACT_DECAY":0.3627129193773956,"SIZE_DECAY":0.5145718805613154,"TOX_DECAY":0.931334186146359,"SIGMA_DECAY":0.7358799072039581,"LAMBDA_DECAY":0.992016217861851,"SIZE_BLEND_DECAY":0.8389167157242978,"TOX_BLEND_DECAY":0.265113898351674,"ACT_BLEND_DECAY":0.9871305255307739,"PHAT_ALPHA":0.2506739163968776,"PHAT_ALPHA_RETAIL":0.05202576862338766,"PHAT_ALPHA_SAME":0.1432819314233796,"DIR_IMPACT_MULT":4,"GATE_SIGMA_MULT":6.3965762221777185,"MIN_GATE":0.029155056358021497,"TRADE_TOX_BOOST":0.28729457786644436,"STALE_ATTRACT_FRAC":0.6921356499659661,"RET_CAP":0.020704982534600447,"TOX_CAP":0.20569886986535985,"TRADE_RATIO_CAP":0.18770870394224734,"LAMBDA_CAP":1.0525655769267344,"STEP_COUNT_CAP":64,"BASE_FEE":0.000377247866990593,"SIGMA_COEF":0.2051812147020572,"LAMBDA_COEF":0.001292768640037444,"FLOW_SIZE_COEF":0.5372693360570386,"TOX_COEF":0.030724614186944083,"TOX_QUAD_COEF":1.5855898998564664,"ACT_COEF":8.367736522524028,"DIR_COEF":0.001911778676094586,"DIR_TOX_COEF":0.008207843377267543,"STALE_DIR_COEF":0.7544992533787013,"SIGMA_TOX_COEF":0.059198091468550325,"TAIL_KNEE":0.05623054213198935,"TAIL_SLOPE_PROTECT":0.83662898218868,"TAIL_SLOPE_ATTRACT":0.8412637933748139,"ANCHOR_COUNT_CAP":713,"ANCHOR_LINEAR_K":0.6480604249794563,"ANCHOR_QUADRATIC_K":1.1020360625541505},"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"}},"constants_wad":{"SIGNAL_THRESHOLD":"1160146365492428","DIR_DECAY":"742579053110605312","ACT_DECAY":"362712919377395584","SIZE_DECAY":"514571880561315392","TOX_DECAY":"931334186146359040","SIGMA_DECAY":"735879907203958144","LAMBDA_DECAY":"992016217861851008","SIZE_BLEND_DECAY":"838916715724297856","TOX_BLEND_DECAY":"265113898351673984","ACT_BLEND_DECAY":"987130525530773888","PHAT_ALPHA":"250673916396877568","PHAT_ALPHA_RETAIL":"52025768623387664","PHAT_ALPHA_SAME":"143281931423379616","GATE_SIGMA_MULT":"6396576222177718272","MIN_GATE":"29155056358021496","TRADE_TOX_BOOST":"287294577866444352","STALE_ATTRACT_FRAC":"692135649965966080","RET_CAP":"20704982534600448","TOX_CAP":"205698869865359840","TRADE_RATIO_CAP":"187708703942247328","LAMBDA_CAP":"1052565576926734336","BASE_FEE":"377247866990593","SIGMA_COEF":"205181214702057184","LAMBDA_COEF":"1292768640037444","FLOW_SIZE_COEF":"537269336057038656","TOX_COEF":"30724614186944084","TOX_QUAD_COEF":"1585589899856466432","ACT_COEF":"8367736522524027904","DIR_COEF":"1911778676094586","DIR_TOX_COEF":"8207843377267543","STALE_DIR_COEF":"754499253378701312","SIGMA_TOX_COEF":"59198091468550328","TAIL_KNEE":"56230542131989352","TAIL_SLOPE_PROTECT":"836628982188679936","TAIL_SLOPE_ATTRACT":"841263793374813952","ANCHOR_LINEAR_K":"648060424979456256","ANCHOR_QUADRATIC_K":"1102036062554150528"},"code_zb64":"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","code_sha256":"9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b","port_zb64":"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","port_sha256":"732c0fb615480020795039a111e4a49a46f851e6f29720b092665b247d79006b","holdout":{"seeds":[41090000,41098191],"frozen_vs_start":{"n":8192,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":41090000,"diff":0.0},{"seed":41090001,"diff":0.0},{"seed":41090002,"diff":0.0},{"seed":41090003,"diff":0.0},{"seed":41090004,"diff":0.0}],"retail_delta":0.0,"arb_delta":0.0},"frozen_vs_IB":{"n":8192,"mean_diff":0.848128924971447,"se":0.009764553202458112,"sum":6947.872153366094,"sumsq":12290.505512368833,"worst5":[{"seed":41092519,"diff":-6.315785317271548},{"seed":41093902,"diff":-3.4069096698472094},{"seed":41095160,"diff":-2.7749665689992185},{"seed":41095511,"diff":-2.694875665031873},{"seed":41090757,"diff":-2.5784078394030985}],"retail_delta":-0.37270420240813934,"arb_delta":1.2208331273795872},"start_vs_IB":{"n":8192,"mean_diff":0.848128924971447,"se":0.009764553202458112,"sum":6947.872153366094,"sumsq":12290.505512368833,"worst5":[{"seed":41092519,"diff":-6.315785317271548},{"seed":41093902,"diff":-3.4069096698472094},{"seed":41095160,"diff":-2.7749665689992185},{"seed":41095511,"diff":-2.694875665031873},{"seed":41090757,"diff":-2.5784078394030985}],"retail_delta":-0.37270420240813934,"arb_delta":1.2208331273795872},"seconds":48.80589618394151},"real":{"frozen_vs_start":{"n":512,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8188416,"diff":0.0},{"seed":8188417,"diff":0.0},{"seed":8188418,"diff":0.0},{"seed":8188419,"diff":0.0},{"seed":8188420,"diff":0.0}],"retail_delta":0.0,"arb_delta":0.0,"retail_volume_delta":0.0,"arb_volume_delta":0.0,"pnl_delta":0.0,"quartiles":[{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8188806,"diff":0.0},{"seed":8188892,"diff":0.0},{"seed":8188924,"diff":0.0},{"seed":8188926,"diff":0.0},{"seed":8188895,"diff":0.0}],"retail_delta":0.0,"arb_delta":0.0,"quartile":1,"IB_retail_volume_y_min":57337.13627027056,"IB_retail_volume_y_max":70339.85016815313},{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8188665,"diff":0.0},{"seed":8188522,"diff":0.0},{"seed":8188520,"diff":0.0},{"seed":8188726,"diff":0.0},{"seed":8188898,"diff":0.0}],"retail_delta":0.0,"arb_delta":0.0,"quartile":2,"IB_retail_volume_y_min":70411.8897323448,"IB_retail_volume_y_max":78940.5002000388},{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8188440,"diff":0.0},{"seed":8188499,"diff":0.0},{"seed":8188628,"diff":0.0},{"seed":8188427,"diff":0.0},{"seed":8188649,"diff":0.0}],"retail_delta":0.0,"arb_delta":0.0,"quartile":3,"IB_retail_volume_y_min":79013.19336523573,"IB_retail_volume_y_max":86988.2119582305},{"n":128,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"worst5":[{"seed":8188721,"diff":0.0},{"seed":8188708,"diff":0.0},{"seed":8188704,"diff":0.0},{"seed":8188857,"diff":0.0},{"seed":8188485,"diff":0.0}],"retail_delta":0.0,"arb_delta":0.0,"quartile":4,"IB_retail_volume_y_min":87067.24055383357,"IB_retail_volume_y_max":98574.50289574251}]},"frozen_vs_IB":{"n":512,"mean_diff":0.8175565453698643,"se":0.035081826833135946,"sum":418.58895122937054,"sumsq":664.2196849488012,"worst5":[{"seed":8188713,"diff":-0.956184216941665},{"seed":8188595,"diff":-0.9325056793242084},{"seed":8188437,"diff":-0.9179949145562318},{"seed":8188524,"diff":-0.9055693511586469},{"seed":8188656,"diff":-0.8737170301932906}],"retail_delta":-0.4115871209360671,"arb_delta":1.2291436663059323,"retail_volume_delta":338.48384608776985,"arb_volume_delta":-76.80249399253572,"pnl_delta":0.8137623647273031,"quartiles":[{"n":128,"mean_diff":0.8096048189466081,"se":0.05892033391621326,"sum":103.62941682516583,"sumsq":140.33329829874242,"worst5":[{"seed":8188437,"diff":-0.9179949145562318},{"seed":8188785,"diff":-0.7097969654257668},{"seed":8188691,"diff":-0.4156261836284898},{"seed":8188763,"diff":-0.39352795214989555},{"seed":8188625,"diff":-0.3907604737447059}],"retail_delta":-0.5070172579751313,"arb_delta":1.3166220769217438,"quartile":1,"IB_retail_volume_y_min":57337.13627027056,"IB_retail_volume_y_max":70339.85016815313},{"n":128,"mean_diff":0.831466450228227,"se":0.07952386377162686,"sum":106.42770562921305,"sumsq":191.2947406488958,"worst5":[{"seed":8188656,"diff":-0.8737170301932906},{"seed":8188618,"diff":-0.7350029737168597},{"seed":8188863,"diff":-0.6895488381559289},{"seed":8188475,"diff":-0.6557893561966921},{"seed":8188552,"diff":-0.6284122072884202}],"retail_delta":-0.5202458438871669,"arb_delta":1.351712294115396,"quartile":2,"IB_retail_volume_y_min":70411.8897323448,"IB_retail_volume_y_max":78940.5002000388},{"n":128,"mean_diff":0.8007946345103005,"se":0.06570993854819927,"sum":102.50171321731847,"sumsq":152.27291413881827,"worst5":[{"seed":8188713,"diff":-0.956184216941665},{"seed":8188595,"diff":-0.9325056793242084},{"seed":8188435,"diff":-0.7490480134013069},{"seed":8188427,"diff":-0.7091182456470051},{"seed":8188880,"diff":-0.5607453717954058}],"retail_delta":-0.34371890323900045,"arb_delta":1.1445135377493,"quartile":3,"IB_retail_volume_y_min":79013.19336523573,"IB_retail_volume_y_max":86988.2119582305},{"n":128,"mean_diff":0.8283602777943218,"se":0.07542840078157037,"sum":106.03011555767318,"sumsq":180.3187318623446,"worst5":[{"seed":8188524,"diff":-0.9055693511586469},{"seed":8188789,"diff":-0.7987774438209954},{"seed":8188660,"diff":-0.7205756850071339},{"seed":8188518,"diff":-0.7005549971485152},{"seed":8188538,"diff":-0.6323135297844829}],"retail_delta":-0.2753664786429697,"arb_delta":1.10372675643729,"quartile":4,"IB_retail_volume_y_min":87067.24055383357,"IB_retail_volume_y_max":98574.50289574251}]},"start_vs_IB":{"n":512,"mean_diff":0.8175565453698643,"se":0.035081826833135946,"sum":418.58895122937054,"sumsq":664.2196849488012,"worst5":[{"seed":8188713,"diff":-0.956184216941665},{"seed":8188595,"diff":-0.9325056793242084},{"seed":8188437,"diff":-0.9179949145562318},{"seed":8188524,"diff":-0.9055693511586469},{"seed":8188656,"diff":-0.8737170301932906}],"retail_delta":-0.4115871209360671,"arb_delta":1.2291436663059323,"retail_volume_delta":338.48384608776985,"arb_volume_delta":-76.80249399253572,"pnl_delta":0.8137623647273031,"quartiles":[{"n":128,"mean_diff":0.8096048189466081,"se":0.05892033391621326,"sum":103.62941682516583,"sumsq":140.33329829874242,"worst5":[{"seed":8188437,"diff":-0.9179949145562318},{"seed":8188785,"diff":-0.7097969654257668},{"seed":8188691,"diff":-0.4156261836284898},{"seed":8188763,"diff":-0.39352795214989555},{"seed":8188625,"diff":-0.3907604737447059}],"retail_delta":-0.5070172579751313,"arb_delta":1.3166220769217438,"quartile":1,"IB_retail_volume_y_min":57337.13627027056,"IB_retail_volume_y_max":70339.85016815313},{"n":128,"mean_diff":0.831466450228227,"se":0.07952386377162686,"sum":106.42770562921305,"sumsq":191.2947406488958,"worst5":[{"seed":8188656,"diff":-0.8737170301932906},{"seed":8188618,"diff":-0.7350029737168597},{"seed":8188863,"diff":-0.6895488381559289},{"seed":8188475,"diff":-0.6557893561966921},{"seed":8188552,"diff":-0.6284122072884202}],"retail_delta":-0.5202458438871669,"arb_delta":1.351712294115396,"quartile":2,"IB_retail_volume_y_min":70411.8897323448,"IB_retail_volume_y_max":78940.5002000388},{"n":128,"mean_diff":0.8007946345103005,"se":0.06570993854819927,"sum":102.50171321731847,"sumsq":152.27291413881827,"worst5":[{"seed":8188713,"diff":-0.956184216941665},{"seed":8188595,"diff":-0.9325056793242084},{"seed":8188435,"diff":-0.7490480134013069},{"seed":8188427,"diff":-0.7091182456470051},{"seed":8188880,"diff":-0.5607453717954058}],"retail_delta":-0.34371890323900045,"arb_delta":1.1445135377493,"quartile":3,"IB_retail_volume_y_min":79013.19336523573,"IB_retail_volume_y_max":86988.2119582305},{"n":128,"mean_diff":0.8283602777943218,"se":0.07542840078157037,"sum":106.03011555767318,"sumsq":180.3187318623446,"worst5":[{"seed":8188524,"diff":-0.9055693511586469},{"seed":8188789,"diff":-0.7987774438209954},{"seed":8188660,"diff":-0.7205756850071339},{"seed":8188518,"diff":-0.7005549971485152},{"seed":8188538,"diff":-0.6323135297844829}],"retail_delta":-0.2753664786429697,"arb_delta":1.10372675643729,"quartile":4,"IB_retail_volume_y_min":87067.24055383357,"IB_retail_volume_y_max":98574.50289574251}]},"n":512,"seeds":[8188416,8188927],"engine":"amm_sim_rs.run_batch(X, VanillaStrategy, configs, 8), each arm alone","max_abs_arb_volume_reconstruction_error":9.965321805793792e-05,"retail_arb_method":"Arb edge reconstructed from constant-product reserves, prior fees, and fair-price steps; checked against engine arb volume. Retail edge = total edge - arb edge."},"gas":{"frozen":{"afterSwap_peak":238241,"afterSwap_calls":5591332,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0,"calls":5592356,"ok":5592356,"valid":true},"start":{"afterSwap_peak":238241,"afterSwap_calls":5591332,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0,"calls":5592356,"ok":5592356,"valid":true},"ib":{"afterSwap_peak":237663,"afterSwap_calls":5538954,"oog":0,"revert":0,"other_halt":0,"tx_error":0,"bad_return":0,"calls":5539978,"ok":5539978,"valid":true},"afterSwap_peak":238241,"oog":0},"valid":true,"notes":["Local measurements from this relay leg. No upstream search or evaluation measurements are claimed as newly measured.","All artifact content IDs and embedded decoded hashes checked. Linux SETUP passed; replica_only=false.","Returned port is byte-for-byte START port. Build W as [1, scaling.feature_multipliers, scaling.feature_offsets, flattened W1,b1,W2,b2, ANCHOR_COUNT_CAP,ANCHOR_LINEAR_K,ANCHOR_QUADRATIC_K, PT]. Override PT named indices with params.constants. NI=19,NH=8,NW=217. Integer constants are real integers; others are real units, constants_wad preserves exact Solidity literals.","Fresh seeds are shared across population members within a generation and across comparison arms only. Monitor seeds are intentionally reused as specified; the 8192-market holdout is evaluated once after freezing.","Gate A/C replay the first 2000 callbacks from each specified replica market. No synthetic stress sequences were used.","Solidity is byte-for-byte START; its already-frozen weights and WAD literals were retained.","Replica and Rust configuration distributions agree; their RNG paths differ. Real results compare each strategy alone against VanillaStrategy, never against another adaptive arm.","Quartiles use IB retail volume, with identical seed groups for all three paired comparisons.","Nothing beat START on the prescribed monitor; START was retained."]}
