{"item":"q20-k06-s02-h45-p16","batch":"t6-d","blocked":null,"outcome":"Nothing beat START: no scheduled ES-mean monitor in 68 generations (49.7 search minutes) exceeded START on 30000000..30002047 (all monitors negative, -0.005 to -0.034). The best point is START itself (z=0); frozen Solidity is byte-identical to START and params equal START params. The next leg should start from START params again (or from the ES state, not returned since it underperformed).","gates":{"A":{"passed":true,"threshold_bps":0.01,"sequences":50,"swap_callbacks":100000,"initialization_callbacks":50,"seed_start":9200000,"seed_end":9200049,"max_abs_fee_difference_bps":6.245844224846489e-05,"callbacks_ge_0p01bps":0,"source":"first 2,000 afterSwap callbacks of each replica market run with START port (fees from the port drive the recorded run), replayed through pyrevm EVMStrategyAdapter.after_swap_wad and the float port on identical WAD-floored inputs","synthetic_stress":"not run"},"B":{"start_vs_IB":{"n":512,"mean_diff":0.8459777225313647,"se":0.03305776555613263,"worst5":[[8102632,-1.2444125517276916],[8102722,-1.0592449107574566],[8102888,-0.8606624458725491],[8102558,-0.8220522077347141],[8102806,-0.7584554767216787]],"retail_edge_delta":0.2750056562068265,"arb_edge_delta":0.5709720663245397,"retail_volume_delta":472.43998119567766},"seeds":[8102400,8102911],"reference_real":0.792,"error":0.05397772253136468,"threshold":0.15,"passed":true},"C":{"passed":true,"threshold_bps":0.1,"sequences":50,"swap_callbacks":100000,"initialization_callbacks":50,"seed_start":9200100,"seed_end":9200149,"max_abs_fee_difference_bps":6.671077789352844e-05,"callbacks_ge_0p01bps":0,"source":"first 2,000 afterSwap callbacks of each replica market run with START port (fees from the port drive the recorded run), replayed through pyrevm EVMStrategyAdapter.after_swap_wad and the float port on identical WAD-floored inputs","synthetic_stress":"not run","file":"frozen Solidity (byte-identical to START) vs START port with frozen params"}},"speed":{"markets_per_s":540.5248993811865,"n":512,"cpus":8,"warm_pool":true,"M_rule":"S>=300 -> M=512, stop 30 min before end","note":"measured before search; during search the host carried heavy outside load (load average ~15-23 on 8 CPUs) and concurrent real-engine/gate jobs, so a generation of 16x512 markets took ~30-60 s"},"search":{"generations":68,"minutes":49.65154261191685,"M":512,"population":16,"es_seed":20261620,"sigma0":0.2,"sigma_cap":"0.2*0.5^(minutes/45), applied each generation","final_sigma":0.09372813167047495,"dimension":219,"parameterization":"178 weights: start + 0.05*rms(block)*z (blocks W1,b1,W2,b2, rms at START); 41 constants: start*2^(0.03 z); ELAPSED_CAP, DIR_IMPACT_MULT, STEP_COUNT_CAP, ANCHOR_COUNT_CAP rounded; DECAY/ALPHA/FRAC constants clipped at 0.999999","search_seeds":[252000000,252034815],"monitor_seeds":[30000000,30002047],"monitor_every_minutes":5,"curve_columns":["search_minutes","ES_mean_minus_START","se","sigma","generation"],"curve":[[0.8477652271588644,-0.005177125209091027,0.004077643459337411,0.19567629953511714,1],[5.8972227573394775,-0.005706595970398132,0.005243349593535596,0.17532966354400623,8],[11.050221669673919,-0.021249101604334797,0.006883614808655552,0.16562077129416525,15],[16.907854215304056,-0.01207104489817723,0.0062702644734408675,0.15561035289410016,23],[22.602829380830126,-0.012886884376500096,0.006664882989012055,0.1435769717632426,29],[27.74205563465754,-0.034063242672170896,0.00684026952864314,0.13146966132332846,36],[33.39670436779658,-0.01921513981897957,0.005654142146365362,0.1209192523004538,44],[38.75504923264185,-0.021674611039671,0.006173639152240346,0.11128300697207444,52],[44.30491481224695,-0.02265433648391535,0.006631658662960828,0.10217239759906732,60],[49.65154261191685,-0.019791770457501218,0.006845665987277433,0.09372813167047495,68]],"best":{"gain":0.0,"generation":0,"point":"START (z=0); no monitor beat START"},"stopped_early":"search stopped at ~00:09 local, ~19 min earlier than the 30-minute reserve, because outside host load made real-engine chunks slow and the remaining confirmation work had to fit"},"params":{"W1":[[0.163634,0.846814,-0.51945,2.764628,-2.206551,0.650803,-1.468153,2.402072,-5.487149,-1.988894,-0.813798,-0.132661,0.466236,-2.060959,-0.434379,-0.36113,-1.353979,-0.286727,1.576494],[0.81522,0.742993,2.079536,2.720624,-0.11938,-0.338927,-0.433717,0.445036,-0.368705,0.154141,-0.038164,-1.859467,0.124497,-0.175473,-0.061477,0.886864,0.235863,0.103202,1.133084],[0.952995,3.725018,-1.365438,0.629831,0.883467,2.045452,-1.557093,0.943683,1.352512,-0.604,0.482845,0.194964,-0.357671,0.278704,0.248108,1.072106,-2.437307,-0.474364,-2.334561],[0.456392,-1.408919,1.108178,-0.532664,-0.899317,-0.512824,0.014273,-0.127041,0.876043,0.001218,0.148232,-1.684145,-0.368284,0.340296,0.15738,-1.160281,1.019915,-0.515689,-0.93805],[1.326363,0.429051,4.626246,-0.004164,-1.881529,-1.226477,-1.088899,-0.673194,-0.374836,0.403777,-0.032434,-2.27257,-0.093355,-1.089387,0.277385,-0.793078,2.153944,-0.053798,0.509735],[1.236699,-1.643035,0.390509,-1.31891,3.630372,1.405634,3.819862,0.700047,-0.699214,-0.025679,-0.050279,3.52405,0.569563,-1.210807,0.112496,0.315861,-1.774789,-0.36156,-1.62412],[-0.996053,0.944066,-0.081705,-0.513278,2.500522,0.784438,-1.133546,2.331643,1.378275,-1.515655,1.314326,1.288643,1.328654,-1.1236,-1.212519,-1.416108,0.969783,-0.837053,2.38306],[-2.386527,-2.765029,3.406137,3.592988,-0.266214,-0.960579,-1.661638,2.55281,0.431467,-0.97019,2.422272,-1.863701,1.576406,0.145466,0.568561,0.913235,-0.447549,-1.676915,1.212138]],"b1":[1.901906,-1.77245,-4.313197,-1.023092,-1.218378,-2.075912,-0.591572,0.470496],"W2":[[0.174425,-2.197519,1.110854,-0.48391,-2.917513,-0.633791,-1.086504,0.834776],[0.524813,-1.759913,-1.870659,3.647191,0.139546,-2.018217,0.918798,-0.119867]],"b2":[1.616891,3.07966],"constants":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":0.001155265300115648,"DIR_DECAY":0.733392496049563,"ACT_DECAY":0.3988901745659117,"SIZE_DECAY":0.447897390293294,"TOX_DECAY":0.9321437361238004,"SIGMA_DECAY":0.7051521080302849,"LAMBDA_DECAY":0.9918116952730542,"SIZE_BLEND_DECAY":0.8373075924203726,"TOX_BLEND_DECAY":0.2354569726714755,"ACT_BLEND_DECAY":0.986847793802009,"PHAT_ALPHA":0.25117730814345035,"PHAT_ALPHA_RETAIL":0.051760286027549104,"PHAT_ALPHA_SAME":0.14183218939552877,"DIR_IMPACT_MULT":4,"GATE_SIGMA_MULT":6.550188618557138,"MIN_GATE":0.030733813475542358,"TRADE_TOX_BOOST":0.29876815107097043,"STALE_ATTRACT_FRAC":0.6917323888814267,"RET_CAP":0.022717123271657928,"TOX_CAP":0.20572853667289456,"TRADE_RATIO_CAP":0.18517851666493026,"LAMBDA_CAP":1.0913404513596041,"STEP_COUNT_CAP":59,"BASE_FEE":0.00039536064613318,"SIGMA_COEF":0.20763349082446012,"LAMBDA_COEF":0.00124166802316504,"FLOW_SIZE_COEF":0.517020447592598,"TOX_COEF":0.03095374725349778,"TOX_QUAD_COEF":1.5810512111560164,"ACT_COEF":8.394322839746495,"DIR_COEF":0.001704679875038764,"DIR_TOX_COEF":0.007563733227318707,"STALE_DIR_COEF":0.744264391193954,"SIGMA_TOX_COEF":0.05826112977608072,"TAIL_KNEE":0.05620051591706795,"TAIL_SLOPE_PROTECT":0.8209288736063978,"TAIL_SLOPE_ATTRACT":0.8278487385304033,"ANCHOR_COUNT_CAP":721,"ANCHOR_LINEAR_K":0.6796634255031518,"ANCHOR_QUADRATIC_K":1.1423964650175222},"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 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","port_sha256":"849ad35ab56f14adbde9427055d2caa586e41ef12387508c4d9ed41a6d1d37ee","port_note":"START port unchanged; its FROZEN_PARAMS equal the returned params (frozen == START).","holdout":{"seeds":[41090000,41098191],"evaluated_once":true,"frozen_vs_start":{"n":8192,"mean_diff":0.0,"se":0.0,"retail_edge_delta":0.0,"arb_edge_delta":0.0,"retail_volume_delta":0.0,"worst5":[[41090000,0.0],[41090001,0.0],[41090002,0.0],[41090003,0.0],[41090004,0.0]]},"frozen_vs_IB":{"n":8192,"mean_diff":0.8452782338247279,"se":0.009389030336364602,"retail_edge_delta":0.25096003667268746,"arb_edge_delta":0.5943181971520415,"retail_volume_delta":468.9819259386446,"worst5":[[41092519,-5.4257370184153615],[41093902,-5.24679697325729],[41093721,-3.321900014203038],[41090757,-2.6060510045457477],[41097620,-2.2187901608413085]]},"start_vs_IB":{"n":8192,"mean_diff":0.8452782338247279,"se":0.009389030336364602,"retail_edge_delta":0.25096003667268746,"arb_edge_delta":0.5943181971520415,"retail_volume_delta":468.9819259386446,"worst5":[[41092519,-5.4257370184153615],[41093902,-5.24679697325729],[41093721,-3.321900014203038],[41090757,-2.6060510045457477],[41097620,-2.2187901608413085]]},"means":{"frozen":529.2847940078632,"START":529.2847940078632,"IB":528.4395157740385}},"real":{"seeds":[8197632,8198143],"chunk":64,"engine":"amm_sim_rs.run_batch(bytecode, VanillaStrategy, configs, 8), each arm alone; configs = MatchRunner._build_configs draws with rng seed = market seed","frozen_vs_IB":{"n":512,"mean_diff":0.7696410482191115,"se":0.03518681045922827,"sum":394.0562166881851,"sumsq":627.211461726142,"worst5":[{"seed":8197777,"diff":-1.9559089264780596},{"seed":8197743,"diff":-1.271245013857424},{"seed":8197810,"diff":-1.0532116830764835},{"seed":8198138,"diff":-0.8179402750236022},{"seed":8197843,"diff":-0.7939083608481496}],"retail_edge_delta":0.1748982386281518,"arb_edge_delta":0.5947428095909602,"retail_volume_delta":448.37690938440096,"arb_volume_delta":191.2364340524696,"quartiles":[{"quartile":1,"n":128,"mean_diff":0.6962340792477435,"se":0.07194386814826846,"sum":89.11796214371117,"sumsq":146.1867205057477},{"quartile":2,"n":128,"mean_diff":0.7730030719549936,"se":0.07010497606544017,"sum":98.94439321023918,"sumsq":156.37780777371154},{"quartile":3,"n":128,"mean_diff":0.7840396410944117,"se":0.0726001327075231,"sum":100.3570740600847,"sumsq":164.36571212665592},{"quartile":4,"n":128,"mean_diff":0.8252874005792972,"se":0.06705842722192756,"sum":105.63678727415004,"sumsq":160.28122132002682}],"quartile_basis":"IB real retail volume, sorted, equal groups of 128"},"start_vs_IB":{"n":512,"mean_diff":0.7696410482191115,"se":0.03518681045922827,"sum":394.0562166881851,"sumsq":627.211461726142,"worst5":[{"seed":8197777,"diff":-1.9559089264780596},{"seed":8197743,"diff":-1.271245013857424},{"seed":8197810,"diff":-1.0532116830764835},{"seed":8198138,"diff":-0.8179402750236022},{"seed":8197843,"diff":-0.7939083608481496}],"retail_edge_delta":0.1748982386281518,"arb_edge_delta":0.5947428095909602,"retail_volume_delta":448.37690938440096,"arb_volume_delta":191.2364340524696,"quartiles":[{"quartile":1,"n":128,"mean_diff":0.6962340792477435,"se":0.07194386814826846,"sum":89.11796214371117,"sumsq":146.1867205057477},{"quartile":2,"n":128,"mean_diff":0.7730030719549936,"se":0.07010497606544017,"sum":98.94439321023918,"sumsq":156.37780777371154},{"quartile":3,"n":128,"mean_diff":0.7840396410944117,"se":0.0726001327075231,"sum":100.3570740600847,"sumsq":164.36571212665592},{"quartile":4,"n":128,"mean_diff":0.8252874005792972,"se":0.06705842722192756,"sum":105.63678727415004,"sumsq":160.28122132002682}],"quartile_basis":"IB real retail volume, sorted, equal groups of 128","note":"START bytecode is identical to frozen (same sha256), so START-alone real results equal frozen-alone results on these seeds; START was not run a third time"},"frozen_vs_start":{"n":512,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0,"note":"identical bytecode; not run separately"},"means":{"frozen":522.3645336991274,"IB":521.5948926509084},"max_abs_arb_volume_reconstruction_error":{"frozen":0.023256375116034178,"IB":8.391427036258392e-05},"notes":"retail/arb edge split is reconstructed from step states (kit harness.decompose); for the frozen/START arm the reconstructed arb volume differs from Rust by up to ~0.023 Y, so its strict check was relaxed to record the error. The first attempt of frozen chunks 8197632..8197823 aborted in that check after the engine ran; they were rerun on the same seeds, which selected nothing. IB chunk 8198080 was restarted once after an interrupted background run that recorded nothing."},"gas":{"afterSwap_peak":{"frozen":235584,"START":235584,"IB":234937},"oog":{"frozen":0,"START":0,"IB":0},"other_failures":{"frozen":0,"IB":0},"afterSwap_calls":{"frozen":5555137,"IB":5493473}},"valid":true,"hashes":{"start_artifact":"e7b20742e25c7b6cead3f9ee3d69a750a0524e1e92e3ce2a3354db6e23c80ad9","start_code_sha256":"ef01fb9098ad10227d50168a593b28f2289f29128e1a5a9e5c8bb8fea01159ae","ib_artifact":"afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","ib_code_sha256":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","kit_artifact":"48cd6a10f39fc22a79c5f12398474bd65282803d59314819acd586f187015808","repository_commit":"6b6921f8d463314aa7c96234e1be25a25245f704","wheel_sha256":"aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a","all_downloads_matched":true},"notes":["Replica = KIT-B sim.py with its import pointed at START port (and IB port for IB, IB TH = TH_VALUES with its 178 head weights at HEAD0).","Gate A/C callbacks recorded from replica markets; Gate C seeds 9200100..9200149; Gate A seeds 9200000..9200049.","Locally measured numbers are not leaderboard scores. Replica and Rust paths use different RNG streams."]}