{"item":"j109","mode":"real-only","speed":{"n":512,"seconds":4.599022328853607,"markets_per_s":111.32800917007629,"processes":2,"mean":538.5125696603571},"gates":{"A":{"passed":true,"max_fee_diff_bps":5.7471258602809216e-05,"sequences":50,"callbacks":100000,"seed_range":[310000,310049]},"B":{"passed":true,"mean_diff":1.920372244773669,"se":0.04445924198500627,"n":512,"retail_delta":4.78667942995755,"arb_delta":-2.866307185183879,"reference_real_gain":2.0,"error":-0.07962775522633092,"seed_range":[7232768,7233279]},"C":{"applicable":false,"reason":"Real-only mode; no policy frozen after search. Submitted code is the hash-verified original T3."}},"search_settings":{"executed":false,"reason":"Measured replica speed below 500 markets/s; brief step 3 selects real-only mode.","requested_setting":"A","upstream_T3_recipe":{"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":null,"over_base":null,"reason":"Not applicable in real-only mode."},"real":[{"n":1024,"mean_diff":1.4094230227190614,"se":0.027401283517379818,"sum":1443.2491752643189,"sumsq":2820.682437789249,"wins":988,"worst5":[{"seed":9132744,"diff":-1.0704146074241407},{"seed":9132897,"diff":-0.989288124664256},{"seed":9132298,"diff":-0.8035869730063041},{"seed":9132510,"diff":-0.6589067815145881},{"seed":9132383,"diff":-0.5580649581812054}],"seeds":[9132000,9133023],"comparison":"T3 minus 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from CG"}},"input_hashes":{"T3":"2333ecf28d4356bd232b85c1e55842e94e1ada05e1cd067830b5625dfdbc5336","CG":"ebbd90c663c396598965b23341aea97a4501b4c971db183a8fe94a880f399979","replica":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","HA":"2801efc8190e86318dd922d4a7179f63684d77a226047fc2f3c78232963eb690","decomp":"33f54e81f3372088e9eced52c0174f310ac348af98ef5727b73785c088679194","T3_code_zb64.txt":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9","CG_port_zb64.txt":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b","replica_replica_source.txt":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c","HA_code.txt":"99e3a2eceae0e5543d27473859e10b005d0ce0aa7067f2e1a24d1e0e4a7390fe"},"config_check":{"passed":true,"n":16,"seeds":[9132000,9132015],"method":"Invoke original MatchRunner._build_configs bytecode with range offset only; compare every SimulationConfig field."},"real_chunks":[{"arm":"T3","start":9132000,"n":8,"seconds":16.443934809882194},{"arm":"T3","start":9132008,"n":120,"seconds":221.7911249641329},{"arm":"T3","start":9132128,"n":128,"seconds":224.59332143235952},{"arm":"T3","start":9132256,"n":128,"seconds":222.21204411797225},{"arm":"T3","start":9132384,"n":128,"seconds":212.3884999519214},{"arm":"T3","start":9132512,"n":128,"seconds":218.66443947982043},{"arm":"T3","start":9132640,"n":128,"seconds":223.45636514294893},{"arm":"T3","start":9132768,"n":128,"seconds":223.02076562168077},{"arm":"T3","start":9132896,"n":128,"seconds":220.11955684423447},{"arm":"HA","start":9132000,"n":128,"seconds":229.9848605003208},{"arm":"HA","start":9132128,"n":128,"seconds":203.7425071047619},{"arm":"HA","start":9132256,"n":128,"seconds":203.1963000819087},{"arm":"HA","start":9132384,"n":128,"seconds":201.91129887802526},{"arm":"HA","start":9132512,"n":128,"seconds":205.12079811887816},{"arm":"HA","start":9132640,"n":128,"seconds":207.38463245891035},{"arm":"HA","start":9132768,"n":128,"seconds":205.93266413267702},{"arm":"HA","start":9132896,"n":128,"seconds":201.05603930260986}],"notes":["Setup passed at pinned amm-challenge commit 6b6921f8d463314aa7c96234e1be25a25245f704; wheel SHA256 matched aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a.","Replica speed measured after JIT warm-up: 512 10000-step T3 markets with all available cores, including process-pool startup.","T3 port is supplied CG port with T3 weights and 41 constants bound; only the three anchor literals and named TH parameter values are rebound. No port was rebuilt.","Gate A records first 2000 actual callbacks from each replica market seed 310000..310049; no synthetic stress trades. Float and EVM fees are compared on the same recorded callbacks.","Gate B uses original CG frozen head versus head-disabled T, on seeds 7232768..7233279. Its reference +2.00 real gain is from the assignment, not remeasured here.","Every real seed is evaluated once per arm. Each arm runs alone against 30bps Vanilla via amm_sim_rs.run_batch(X,VanillaStrategy,configs,8). Config draw order and ranges match MatchRunner._build_configs, with RNG seed equal to market seed.","Total edge is simulator-reported. Retail/arb edge splits are numerical reconstructions from preceding pool spots and fees, current fair prices, constant product, and pinned arb formulas; retail = total edge - arb.","The first HA chunk (128 markets) and initial T3 probe (8 markets) did not save step-derived decomposition. They were not rerun. Full-block retail_delta and arb_delta are null; reconstructed deltas are reported explicitly for the remaining 896 paired seeds. Full-block retail/arb Y-volume deltas are also reported.","No weights or constants were selected using real confirmation results. Submitted Solidity and params are the original T3, copied whole. No learned improvement or leaderboard rank is claimed.","Search, gate C and replica holdout are not applicable under the explicitly selected real-only branch.","All measurements in this result were obtained locally in this item; source artifacts provide inputs and reconstruction method only. Real-engine and gate commands were individually capped at 470 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"}}