{"item":"p18","mode":"real-only","speed":{"measurements":[{"processes":8,"n":512,"seconds":1.1743392273783684,"markets_per_second":435.98986397057075,"mean_edge":522.524800991152},{"processes":24,"n":512,"seconds":1.2336470745503902,"markets_per_second":415.02955793625284,"mean_edge":522.524800991152}],"markets_per_second":435.98986397057075,"threshold":500,"method":"512 markets, 10000 steps, J2 port; numba warmed; compilation excluded; independent 8- and 24-process fork-pool measurements, repeated without concurrent checks; repeat confirmed <500 markets/s. Initial run measured 360.7285 (8 processes), 358.8374 (24 processes).","seeds":[17000000,17000511]},"search":{"performed":false,"reason":"Replica throughput <500 markets/s: brief explicitly requires skipping search and retaining J2 for real-only evaluation.","generations":0,"minutes":0,"requested_settings":{"optimizer":"pycma CMA-ES","seed":768,"population":16,"dimensions":219,"weights":178,"constants":41,"sigma0":1,"weight_scale":"0.05 * rms(J2 block) for W1,b1,W2,b2","constant_map":"c0 * 2**clip(0.03*z,-1,1); decay d=1-(1-d0)*2**clip(0.03*z,-1,1); integers rounded","sigma_cap":"sigma0 * 0.5**(minutes/30)","markets_per_generation":512,"first_seed":1401000000,"minimum_minutes":45,"monitor_seeds":[30000000,30002047],"monitor_interval_minutes":5},"frozen":"Supplied J2, byte-identical source and parameters; no selection on holdout or real seeds."},"curve":[],"gates":{"A":{"passed":true,"max_fee_diff_bps":3.567837506338045e-05,"threshold_bps":0.01,"fees_over_threshold":0,"sequences":50,"swap_callbacks":100000,"seeds":[310000,310049],"seconds":33.86848396062851,"initialization_callbacks":50,"method":"50 independently initialized sequences, 2000 swaps each; seeds 310000..310049; elapsed sampled from [0,0,0,1,1,2,8,13]; amount X lognormal(-4,1.2) capped at 1% reserve X; use replica _execute to update reserves and feed identical TradeInfo to EVM and supplied port."},"B":{"n":512,"mean_diff":0.4947719567338702,"se":0.028895513557431324,"sum":253.32324184774154,"sumsq":343.7870585780921,"reference":0.578,"tolerance":0.15,"abs_error":0.08322804326612976,"passed":true,"seeds":[7660000,7660511],"seconds":2.5172231011092663},"C":{"passed":true,"max_fee_diff_bps":3.567837506338045e-05,"threshold_bps":0.1,"fees_over_threshold":0,"sequences":50,"swap_callbacks":100000,"seeds":[310000,310049],"seconds":33.86848396062851,"initialization_callbacks":50,"same_as_A":"Frozen candidate is byte-identical to J2 and frozen port parameters identical to Gate A; reuse the 100000 callback differential evidence."}},"holdout":{"n":8192,"seeds":[40000000,40008191],"over_T":{"n":8192,"mean_diff":2.2745025612746907,"se":0.012716083215165725,"sum":18632.724981962267,"sumsq":53230.276980254916},"over_base":{"n":8192,"mean_diff":0.0,"se":0.0,"sum":0.0,"sumsq":0.0},"mean_edge":{"candidate":527.2473383939932,"T":524.9728358327186},"retail_edge_delta_over_T":4.518000036148931,"arb_edge_delta_over_T":-2.24349747487424,"base":"J2; candidate and base are byte-identical in real-only mode, so paired delta is exactly zero","seconds":53.37996028363705},"real":{"seeds":[8568000,8569023],"chunks":16,"vs_IB":{"n":1024,"mean_diff":0.533482199406009,"se":0.024363279077023497,"sum":546.2857721917533,"sumsq":913.2285131958857,"worst5":[[8568256,-2.593034819859213],[8568407,-1.764701289411562],[8568877,-1.3833717009874817],[8568016,-1.2855846801659254],[8568024,-1.2492305900068459]]},"mean_edge":{"candidate":526.5624564237187,"IB":526.0289742243128},"retail_delta":{"n":1024,"mean_diff":-97.26061616201372,"se":6.2739375485559155,"sum":-99594.87094990205,"sumsq":50920706.60479745,"unit":"Y volume"},"arb_delta":{"n":1024,"mean_diff":-272.78288912367015,"se":3.5554857822071715,"sum":-279329.6784626382,"sumsq":89438963.47292244,"unit":"Y volume"},"pnl_delta":{"n":1024,"mean_diff":0.5558210574421523,"se":0.03357132302888812,"sum":569.1607628207639,"sumsq":1496.9779748802512,"unit":"Y PnL"},"retail_arb_note":"The lightweight real engine exposes retail/arb volume Y, not separate retail/arb edge. These deltas are paired mean volume differences.","engine":"amm_sim_rs.run_batch(X, VanillaStrategy, configs, 8); each arm alone vs 30 bps Vanilla; 16 chunks of 64; config body copied from pinned MatchRunner._build_configs with RNG seed and config seed replaced by each specified 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","code_sha256":"4da9e3ae826b3b6f9170948bd2c2c0a494e78521414341656425b76e71c0f964","params":{"hidden_units":8,"input_count":19,"layout":"flat vector = W1 (8x19 row-major), b1(8), W2 (2x8 row-major: bid row then ask row), 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constants rounded; all others nearest integer WAD (1e18), as frozen J2 Solidity."}},"seeds":{"speed":[17000000,17000511],"gates_A_C":[310000,310049],"gate_B_replica":[7660000,7660511],"holdout":[40000000,40008191],"real":[8568000,8569023],"training":null,"monitor":null},"hashes":{"checkout":"6b6921f8d463314aa7c96234e1be25a25245f704","setup_wheel_sha256":"aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a","J2_artifact":"4d396adc0e3056c010e59ab8c3d413eb0380a14e8cefa6cd825e809fa2494999","J2_code":"4da9e3ae826b3b6f9170948bd2c2c0a494e78521414341656425b76e71c0f964","IB_artifact":"afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","IB_code":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","IB_port":"f63227c5e0f63633efd132d6fb402ede665e5c9cb24481911471e8dc20a3362d","replica_artifact":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea","replica_source":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c","all_verified":true},"notes":["No trained improvement is claimed: real-only fallback required by measured speed.","Supplied IB port strategy functions were used without rebuilding; replica market and RNG functions unchanged. J2 substitutes its 178 weights and 41 named constants; T uses zero weights and original T constants.","Holdout over_base=0 exactly because base J2 and candidate are identical; only candidate and T required actual replica runs.","Gate C reuses Gate A evidence because frozen source and port are unchanged.","An exploratory synthetic generator with trades up to 15% reserve X produced an EVM division-by-zero revert; that generator was replaced with the bounded 1% stream specified in Gate A. No OOG occurred; real-engine failure counters are reported separately in gas.","All real seeds are fresh for this run; only each paired arm uses the same specified configs. No real-engine tuning or candidate selection.","Retail/arb real deltas are volume Y; the lightweight engine does not expose separate edge attribution."]}