{"item":"j026","mode":"real-only","speed":{"n":512,"seconds":1.576234869658947,"markets_per_second":324.8246881575348,"processes":2,"mean":524.1687800945522,"replica_markets_per_s":324.8246881575348,"threshold":500,"scope":"512 warmed 10000-step replica markets with frozen T3, seeds 120000..120511, all affinity-visible cores, fork workers; elapsed includes pool creation"},"gates":{"A":{"seeds":[310000,310049],"sequences":50,"callbacks_per_sequence":2000,"max_abs_bps":5.747125623057486e-05,"passed":true,"per_seed":[[310000,4.1227802443678796e-05],[310001,3.961067423716158e-05],[310002,3.592305244937144e-05],[310003,4.330047476824861e-05],[310004,4.428786066178192e-05],[310005,3.910260983498032e-05],[310006,5.0591571708043324e-05],[310007,4.266762986329664e-05],[310008,4.5380549387741276e-05],[310009,4.968653283298277e-05],[310010,4.387903637659285e-05],[310011,4.621778500738709e-05],[310012,4.595418469800078e-05],[310013,4.955810674811198e-05],[310014,4.652066497648488e-05],[310015,5.747125623057486e-05],[310016,3.702459799685698e-05],[310017,4.765525564009304e-05],[310018,4.154446561939473e-05],[310019,4.979790753367741e-05],[310020,4.5509057821561776e-05],[310021,3.8518642230889535e-05],[310022,3.910088824769786e-05],[310023,4.219951041817965e-05],[310024,3.6118679956620436e-05],[310025,5.346272024479154e-05],[310026,5.356190716106733e-05],[310027,3.942495592143547e-05],[310028,3.740918954708676e-05],[310029,4.246733163910943e-05],[310030,3.9501639534237146e-05],[310031,4.434652957135618e-05],[310032,4.546431900658704e-05],[310033,4.4209175083763375e-05],[310034,4.2778071332634504e-05],[310035,4.21906775661951e-05],[310036,3.706247515920108e-05],[310037,4.742597453969398e-05],[310038,3.846659295562646e-05],[310039,4.406038723960329e-05],[310040,4.5152329739700514e-05],[310041,3.974560518812259e-05],[310042,5.6767307879141554e-05],[310043,4.136422473858051e-05],[310044,4.369335890493098e-05],[310045,5.076547507885942e-05],[310046,4.2355013975259315e-05],[310047,4.0425372708607216e-05],[310048,4.403959518676365e-05],[310049,3.964323868092465e-05]]},"B":{"n":512,"mean":1.920372244773669,"se":0.04445924198500627,"expected":2.0,"tolerance":0.15,"passed":true,"seeds":[7232768,7233279],"comparison":"CG minus T (CG port with head disabled)","retail_delta":null,"arb_delta":null},"C":{"applicable":false,"status":"not required in real-only mode; no new frozen policy; A already checks unchanged T3 under the stricter 0.01 bps bound"}},"search_settings":{"executed":false,"reason":"Measured replica speed below 500 markets/s; step 3 requires real-only T3 versus HA.","start":"T3 frozen params copied whole, unchanged","requested":{"population":32,"dimensions":219,"es_seed":826,"sigma0":0.5,"sigma_cap":"0.5 * 0.5^(minutes/40)","markets_per_generation":256,"train_seed_start":1980000000,"market_cap":2000000,"monitor_seeds":[30000000,30002047]},"T3_coordinates":{"method":"CMA-ES (pycma 4.x) over 219 = 178 head weights + 41 constants","start":"CG's frozen weights and T's constants (fe2320 params.constants start values)","weights":"w = w0 + 0.03 * rms(block) * z, blocks W1,b1,W2,b2","constants":"c = c0 * 2^(0.02 z), exponent clipped to [-1,1]; decays d = 1-(1-d0)*2^(0.02 z); ELAPSED_CAP, DIR_IMPACT_MULT, STEP_COUNT_CAP, ANCHOR_COUNT_CAP rounded","population":16,"es_seed":773,"sigma0":1.0,"sigma_cap":"sigma0 * 0.5^(minutes/30), applied before ask and after tell","train":"512 fresh markets per generation shared by population and T, from seed 1416000000 up, none reused","train_seed_range":[1416000000,1416818175],"fitness":"mean edge minus T on the generation markets","generations":1598,"search_minutes":55.33,"monitor":"CMA mean on seeds 30000000..30002047 at start and every 5 minutes; best monitored point frozen"}},"curve":[],"holdout":{"over_T":{"mean":null,"se":null,"n":0},"over_base":{"mean":null,"se":null,"n":0},"status":"Not applicable to prescribed real-only mode; no holdout seeds consumed."},"real":[{"seeds":[8800000,8801023],"n":1024,"comparison":"T3 minus HA, paired by seed; each arm alone against 30 bps VanillaStrategy","mean_diff":1.3796123528375452,"se":0.027509658130530534,"sum":1412.7230493056463,"sumsq":2741.77792434295,"wins":972,"ties":0,"worst5":[{"seed":8800838,"diff":-1.7552446182112362},{"seed":8800419,"diff":-1.1911019329284045},{"seed":8800910,"diff":-1.0603896785198685},{"seed":8800469,"diff":-0.7691081991792998},{"seed":8800764,"diff":-0.7658616391436226}],"arms":{"T3":{"n":1024,"mean":531.0601384409006,"se":2.8071991143818593},"HA":{"n":1024,"mean":529.6805260880631,"se":2.801828812278728}},"retail_delta":null,"arb_delta":null,"decomposition_note":"The pinned amm_sim_rs.run_batch returns total edges and retail_volume_y/arb_volume_y, but no retail-edge or arb-edge decomposition. No split is inferred from 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","code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9","params":{"W1":[[-0.122003,0.731454,-0.465368,2.998833,-2.325042,0.583646,-1.465719,2.330367,-5.296259,-1.804534,-0.852343,-0.171263,0.445759,-2.173843,-0.471323,-0.232548,-1.223397,-0.141278,1.469197],[0.723577,0.803271,2.012153,2.714905,-0.15748,-0.282939,-0.464975,0.413107,-0.374623,0.209898,-0.085672,-1.819724,0.155218,-0.150565,-0.090415,1.03029,0.352852,0.060971,1.075809],[1.136941,3.756676,-1.203927,0.753486,0.931579,2.18083,-1.749807,1.029621,1.28779,-0.682605,0.429824,-0.075276,-0.430937,0.395573,0.304551,1.171626,-2.518045,-0.429065,-2.231623],[0.38127,-1.388284,1.016535,-0.407249,-1.012472,-0.390365,0.096328,0.065385,0.788451,0.171605,0.180177,-1.77325,-0.281683,0.176087,0.248675,-1.12143,1.042201,-0.458772,-0.871662],[1.327491,0.535888,4.87539,0.001265,-1.974526,-1.26398,-1.11645,-0.628563,-0.409856,0.563594,0.003287,-2.352466,-0.044409,-1.113051,0.319107,-0.710736,2.261434,-0.084005,0.495262],[1.286688,-1.941086,0.444896,-1.373127,3.641454,1.422972,3.746961,0.525433,-0.534447,0.051663,0.011805,3.715596,0.577559,-1.171091,0.156784,0.495838,-1.786088,-0.276209,-1.605988],[-1.091095,1.136029,-0.019796,-0.728152,2.535019,0.747419,-1.205788,2.259411,1.227282,-1.521974,1.247646,1.17961,1.415836,-1.102357,-1.135424,-1.465166,0.961808,-0.916514,2.464189],[-2.543156,-2.722593,3.353545,3.590386,-0.223427,-0.855418,-1.730654,2.482834,0.435976,-0.90223,2.473317,-2.129974,1.382278,0.140581,0.699543,0.93941,-0.394647,-1.848609,1.259045]],"b1":[1.919914,-1.602846,-4.340146,-0.866279,-1.483061,-2.196219,-0.574283,0.399937],"W2":[[0.185543,-2.066947,0.949148,-0.630713,-3.080369,-0.74658,-0.935833,0.951334],[0.412422,-2.048122,-1.701156,3.503979,0.290637,-2.178203,0.888547,-0.182852]],"b2":[1.499011,2.997006],"constants":{"ELAPSED_CAP":7,"SIGNAL_THRESHOLD":0.001171470033649966,"DIR_DECAY":0.7335249441444244,"ACT_DECAY":0.3765498595421264,"SIZE_DECAY":0.48738084586012276,"TOX_DECAY":0.9286329950353552,"SIGMA_DECAY":0.7327584924491856,"LAMBDA_DECAY":0.9918504260432562,"SIZE_BLEND_DECAY":0.8397180057889105,"TOX_BLEND_DECAY":0.2359008403605123,"ACT_BLEND_DECAY":0.987140557453247,"PHAT_ALPHA":0.24980215859066515,"PHAT_ALPHA_RETAIL":0.05426450370635507,"PHAT_ALPHA_SAME":0.14768044281339848,"DIR_IMPACT_MULT":4,"GATE_SIGMA_MULT":6.7367233899854675,"MIN_GATE":0.03055236895744703,"TRADE_TOX_BOOST":0.3050034835515307,"STALE_ATTRACT_FRAC":0.6899010688573033,"RET_CAP":0.02307934747517747,"TOX_CAP":0.20799000239681092,"TRADE_RATIO_CAP":0.18401740086912755,"LAMBDA_CAP":1.1767903030740083,"STEP_COUNT_CAP":64,"BASE_FEE":0.000394715277459523,"SIGMA_COEF":0.20585950793588467,"LAMBDA_COEF":0.00127231278988692,"FLOW_SIZE_COEF":0.5039180701096855,"TOX_COEF":0.030557276512942967,"TOX_QUAD_COEF":1.5845537652051427,"ACT_COEF":8.530156956319056,"DIR_COEF":0.001787397826556854,"DIR_TOX_COEF":0.007644979769584344,"STALE_DIR_COEF":0.7509802734859878,"SIGMA_TOX_COEF":0.06014956771610196,"TAIL_KNEE":0.05332132369252848,"TAIL_SLOPE_PROTECT":0.8584369839037304,"TAIL_SLOPE_ATTRACT":0.8500966921207127,"ANCHOR_COUNT_CAP":715,"ANCHOR_LINEAR_K":0.6779948673968177,"ANCHOR_QUADRATIC_K":1.1108717241619794},"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"}},"notes":["Pinned checkout 6b6921f8d463314aa7c96234e1be25a25245f704 and exact requested setup succeeded; wheel SHA256 aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a verified.","All four artifact JSON hashes, decoded T3 Solidity, CG port, replica source, and HA Solidity hashes matched supplied values.","Used supplied CG port, inserted in replica STRATEGY block; no port rebuilt. The three anchor literals read trailing parameter values and the wrappers read TH from the same vector; T3 weights/constants and CG scaling are supplied without modification. Numerical strategy logic unchanged.","Gate A used first 2000 callbacks recorded from each replica T3 market at seeds 310000..310049, quantized to integer WAD and replayed to both fresh EVM and fresh floating state. No synthetic stress trades. All sequences included initialization and exactly 2000 callbacks.","Real configs use MatchRunner draw order (size, arrival rate, sigma) independently seeded by each requested market seed; 10000 steps, initial price 100 and reserves 100/10000, default parameters. run_batch(strategy, VanillaStrategy, configs, 8), batches of 16. Every seed used once per arm, no arm ever faced another learned strategy.","All real invocations segmented below eight minutes and persisted before resuming. Gas statistics reset per segment and then summed (counts) or maximized (peaks); no overlapping cumulative snapshots summed.","No training, new candidate, monitor selection, or replica holdout was performed: real-only is the explicit branch for measured speed <500. Submitted code and params are unchanged T3. Only block 8800000..8801023 is prescribed for real-only mode; the optional second block belongs to search step 5.","Retail and arb edge deltas are unavailable in the pinned wheel API; null is intentional and is not a zero estimate.","valid covers required real-only gates and observed gas bounds; it does not assert a leaderboard rank or a newly learned improvement."],"input_sha256":{"2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336":"2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336","ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979":"ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979","e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690":"2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690"},"decoded_sha256":{"T3.sol":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9","port.py":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b","replica.py":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c","HA.sol":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe"},"evidence":{"real_edges":{"encoding":"zlib-compressed base64 of row-major little-endian float64 shape 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"},"measurement_sources":"Local simulator execution on the pinned checkout and wheel; external sources below provide strategy inputs and API/config provenance."}}