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measurements for this relay only. Sources.json identifies pinned artifacts and engine source; gates, search, holdout, gas and paired statistics here were measured in this run.","Gate B compares START and IB in their own supplied ports on 8588000..8589023. Target +0.819 is the previous relay real measurement, not a new real-engine measurement here.","Replica and Rust draw the same configuration distributions but intentionally use different market paths. All policies run alone against 30 bps Vanilla.","Search uses a persistent warmed fork pool within each bounded command; optimizer, covariance, NumPy RNG, next fresh seed, best mean and monitor baseline persist across commands. Population fitness is mean edge, all 16 proposals sharing that generation's new market block.","Selection uses only the ES mean on the fixed 2048-market monitor, every five search minutes. Holdout evaluated once after freezing. No selection on holdout or real results.","Frozen weights rounded to 1e-6, noninteger constants to WAD integer literals, integer constants rounded. Only numeric literals in START Solidity changed; scaling, architecture and control flow remain fixed.","Decode code_zb64 and port_zb64 with zlib.decompress(base64.b64decode(value)); decoded sha256s are provided. Port is standalone with numpy/numba: W=policy(params) or the embedded frozen W; fresh np.zeros(40), strat_init(S,W,x,y), strat_after(S,W,is_buy,ax,ay,t,rx,ry).","W layout: enabled(1), feature multipliers(19), offsets(19), W1(152 row-major), b1(8), W2(16 bid then ask), b2(2), three anchors(count cap,linear,quadratic), full TH in TH_NAMES order. The 41 constants are named in params.constants; structural TH entries and REVERT_U stay fixed.","Real engine: amm_sim_rs.run_batch(X,VanillaStrategy,configs,8), 64-seed commands per arm. Paired statistics use all common seeds, SE=sample sd/sqrt(n), sumsq=sum of squared paired differences. Quartiles sort the same seeds by IB retail volume.","Real retail/arb edge split is analytically reconstructed from engine step prices/fees and constant-product reserves; recovered arb volume is checked against the engine counter. Retail/arb volume deltas and PnL deltas come directly from engine counters.","afterSwap peak cap is 245000; gas includes both submission and Vanilla. Any OOG, revert, halt, transaction error, bad return or callback failure invalidates the result.","No leaderboard rank is claimed.","Returned the best monitored CMA mean, quantized before the frozen gates and confirmations."],"mode":"CMA-ES relay from START; frozen best monitored mean","curve_columns":["minutes","gain_over_START","se","sigma"],"curve":[[5.030622530519031,-0.01193609763049816,0.007479425339758229,0.41397034392598925],[10.179062273950937,0.019772483104520983,0.0066901380852388325,0.39778324703873674],[15.012439264100976,0.01289814530299263,0.006807877510077838,0.3858563907972135],[20.194128483118643,0.003464094910153842,0.007871554047681785,0.3735650465121505],[25.148542391182854,0.00761088399319762,0.007335525088917763,0.36181216733649574],[30.12212469999989,0.01098127341552746,0.007580602373878406,0.3539058579135232],[35.05238262305114,0.018222289767882982,0.007449401787093859,0.33441871156889635],[40.24437369545146,0.014300687054283279,0.007910554039159955,0.31465052203897614],[45.160258406881866,0.0067883436479838355,0.00785922847050509,0.2975503372941961],[50.0187202232851,0.00935798486376399,0.00772167548144171,0.2818741815165243],[55.150453359082654,0.019191450703696322,0.007937068634194284,0.26526714180689415],[60.30409253761948,0.013186445908582811,0.008099891310382428,0.2503049758040256],[65.11381237538687,0.017471874431203183,0.008275693781335736,0.23649901585932262],[70.18972124553596,0.01855141735520563,0.008698174240513007,0.22292510843101573],[75.29026966150462,0.018738074190550985,0.009156537316115626,0.2098666992868506]],"best_monitor":0.019772483104520983,"search_settings":{"generations":252,"minutes":76.84956335283738,"M":512,"seed":20261314,"population":16,"sigma0":0.5,"sigma_cap":"0.5 * 0.5 ** (minutes / 60)","best_monitor":0.019772483104520983,"train_seeds":[1268000000,1268129023],"monitor_seeds":[30000000,30002047],"coordinate_rule":"219 coordinates at START=0; weights=start+0.03*rms(block)*z; constants=start*2**clip(0.02*z,-1,1), *_DECAY via 1-d, integers rounded","best_monitor_minutes":10.179062273950937,"effective_proposal_markets_per_s":447.71106690653266},"seeds":{"training":[1268000000,1268129023],"monitor":[30000000,30002047],"gateB":[8588000,8589023],"holdout":[41030000,41038191],"real":[8110592,8111103]}}