{"item":"k39","mode":"real-only","speed":{"replica_markets_per_s":174.96858551057173,"seconds":2.926239578984678,"processes":8,"n":512,"steps":10000,"compile_excluded":true,"mean_edge":527.5930314391227,"scope":"512 full 10000-step markets, supplied replica market logic and IA port parameterized as J5; numba compilation and warmup excluded; one policy vs 30 bps Vanilla per market; fork pool","seed_range":[1313999000,1313999511],"additional_measurements":[{"replica_markets_per_s":153.52182182517305,"seconds":3.3350307722575963,"processes":16,"n":512,"steps":10000,"compile_excluded":true,"mean_edge":527.5930314391227},{"replica_markets_per_s":159.03273215190114,"seconds":3.2194630191661417,"processes":32,"n":512,"steps":10000,"compile_excluded":true,"mean_edge":527.5930314391227}]},"search":{"performed":false,"reason":"Measured replica speed below 500 markets/s, so skip search as required. Frozen J5 retained without tuning.","minutes":0,"generations":0,"requested_settings":{"library":"pycma","dimensions":219,"weights":178,"constants":41,"population":16,"markets_per_generation":512,"ES_seed":739,"train_seed_start":1314000000,"minimum_minutes":45,"weight_transform":"w0 + 0.05*rms(block)*z, blocks W1,b1,W2,b2","constant_transform":"c0*2**clip(0.03*z,-1,1); decay=1-(1-d0)*2**clip(0.03*z,-1,1); integers rounded","sigma_schedule":"sigma0*0.5**(minutes/30)","monitor_seed_range":[30000000,30002047],"monitor_interval_minutes":5,"selection":"best monitored mean, J5 included"},"training_seeds_consumed":0,"monitoring_performed":false},"curve":[],"gates":{"A":{"passed":true,"sequences":50,"callbacks_per_sequence":2000,"seeds":[310000,310049],"max_fee_diff_bps":4.3248630132350883e-05,"init_max_fee_diff_bps":0.0,"above_0_01_bps":0,"threshold_bps":0.01,"seconds":155.85448609106243,"comparison":"J5 supplied port parameterized with J5 weights and 41 constants vs supplied J5 Solidity; frozen candidate is byte-identical J5.","callbacks":"50 sequences x 2000 afterSwap callbacks, fresh deployment per sequence","generator":{"seed_range":[310000,310049],"timestamp_increments":[0,0,0,1,1,2,8,13],"trade_x":"min(lognormal(-4,0.8),0.02*reserveX)","side":"independent fair Bernoulli","initial_reserves":[100,10000],"reserves":"constant product, current port fee, net input only; identical callback values sent to EVM and port"}},"B":{"n":512,"mean_diff":0.8655072079761197,"se":0.033774160243544064,"target":0.876,"tolerance":0.15,"passed":true,"seeds":[7672000,7672511]},"C":{"passed":true,"sequences":50,"callbacks_per_sequence":2000,"seeds":[310000,310049],"max_fee_diff_bps":4.3248630132350883e-05,"init_max_fee_diff_bps":0.0,"above_0_01_bps":0,"threshold_bps":0.1,"seconds":155.85448609106243,"comparison":"Frozen Solidity vs frozen port; unchanged J5. Same differential check also establishes A.","callbacks":"50 sequences x 2000 afterSwap callbacks, fresh deployment per sequence","generator":{"seed_range":[310000,310049],"timestamp_increments":[0,0,0,1,1,2,8,13],"trade_x":"min(lognormal(-4,0.8),0.02*reserveX)","side":"independent fair Bernoulli","initial_reserves":[100,10000],"reserves":"constant product, current port fee, net input only; identical callback values sent to EVM and port"}}},"holdout":{"seeds":[40000000,40008191],"over_T":{"n":8192,"mean_diff":2.307544068661547,"se":0.013528690579041706},"over_base":{"n":8192,"mean_diff":0.0,"se":0.0},"retail_edge_delta_over_T":4.524297283666126,"arb_edge_delta_over_T":-2.21675321500458,"note":"Frozen candidate is unchanged J5: over_base is identically zero, paired on identical seeds.","seconds":114.3921799827367},"real":{"protocol":"Each arm alone against 30 bps VanillaStrategy; amm_sim_rs.run_batch(X,Vanilla,configs,8). Candidate is unchanged J5. Configs reproduce MatchRunner._build_configs draw order using each market seed.","seeds":[8452000,8453023],"n":1024,"chunk_max":32,"chunks":{"candidate":[[0,32],[32,32],[64,32],[96,32],[128,32],[160,32],[192,32],[224,32],[256,32],[288,32],[320,32],[352,32],[384,32],[416,32],[448,32],[480,32],[512,32],[544,32],[576,32],[608,32],[640,32],[672,32],[704,32],[736,32],[768,32],[800,32],[832,32],[864,32],[896,32],[928,32],[960,32],[992,32]],"IB":[[0,8],[8,24],[32,32],[64,32],[96,32],[128,32],[160,32],[192,32],[224,32],[256,32],[288,32],[320,32],[352,32],[384,32],[416,32],[448,32],[480,32],[512,32],[544,32],[576,32],[608,32],[640,32],[672,32],[704,32],[736,32],[768,32],[800,32],[832,32],[864,32],[896,32],[928,32],[960,32],[992,32]]},"vs_IB":{"n":1024,"sum":520.1660164012578,"sumsq":1017.9455958993685,"mean_diff":0.5079746253918533,"se":0.026823511300868196,"worst5":[[8452439,-3.021169233603473],[8452053,-2.738011999459843],[8452630,-2.446262734202378],[8452793,-2.0992131927804394],[8452333,-2.041123788831385]],"retail_volume_y_delta":60.05619493639036,"arb_volume_y_delta":-176.96384413394094,"pnl_delta":0.5350006016101396},"paired":{"n":1024,"sum":520.1660164012578,"sumsq":1017.9455958993685,"mean_diff":0.5079746253918533,"se":0.026823511300868196,"worst5":[[8452439,-3.021169233603473],[8452053,-2.738011999459843],[8452630,-2.446262734202378],[8452793,-2.0992131927804394],[8452333,-2.041123788831385]],"retail_volume_y_delta":60.05619493639036,"arb_volume_y_delta":-176.96384413394094,"pnl_delta":0.5350006016101396},"mean_edge":{"candidate":524.0595081431957,"IB":523.5515335178038},"arm_seconds":{"candidate":1089.3322929092683,"IB":1089.958096284885},"retail_arb_units":"Real-engine retail/arb deltas are volume in Y. Wheel exposes no retail/arb edge split; edge splits are available only for replica 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inputs clipped [-4,4], hidden ReLU clipped [0,4]; two bps corrections added to T-path fees and clamped 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11 is min(silent,8)/8. Supplied IA formulas and scaling unchanged. Constants shown in real units; source carries exact integer WAD values."}},"seeds":{"speed":[1313999000,1313999511],"compile_warmup":[1313999900,1313999900],"gate_B":[7672000,7672511],"holdout":[40000000,40008191],"real":[8452000,8453023],"gate_A_C_callback_sequences":[310000,310049],"training":null,"monitor":null,"reuse":"No seed repeated within a real arm. Paired arms share configurations, each in its own market. Replica timing repeats the same 512 seeds for process-count measurements only."},"provenance":{"artifact_download_sha256":{"j5":"fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6","ia":"df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df","ib":"afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","replica":"e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea"},"decoded_sha256":{"J5_code":"dd53db1fbe42628e040c6c7b7a82689867ab601263c5e740506299a3a186b38c","IA_port":"b29cd2a078b4c3fc57945a79e927624dd346c44d8cc149dae43f4929aa6d736b","IB_code":"301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686","replica_source":"1e4c44b4bffbdeed65872ee15d46dbde209bf5aa11014329d13d100507b4040c"},"setup":{"checkout":"6b6921f8d463314aa7c96234e1be25a25245f704","wheel_sha256":"aedb68280aca34c110968f00148387c95885207913fb2cf19a1ab4c5cfd6887a","solc":"0.8.24","optimizer_runs":200,"viaIR":true,"evm_version":"paris","StarterStrategy_validation":"passed"},"config_check":"64 canonical MatchRunner configurations matched field-for-field against the real-engine config builder.","measurements":"speed, gates, holdout, real and gas are measurements from this run; artifact URLs identify the frozen inputs.","source_urls":{"j5":"https://api.imd.fun/artifacts/fe2320b5c091489337b3eb06bcbaea19bf4a8af09d959d67504ba63184f1dab6","ia":"https://api.imd.fun/artifacts/df0ddfdf122c88641513dd179980fce475f42a912a184f812d213f27db7c14df","ib":"https://api.imd.fun/artifacts/afd5183e9ff3235334e041c00b0cd19079599a2c6464db95f8c1586712105557","replica":"https://api.imd.fun/artifacts/e8a7a2af9039c24b8bb2d3b5fa1c9113606cbf5a480ac07d02ca26750f1752ea"}},"notes":["No training gain is claimed: the mandated speed fallback was taken. Candidate Solidity and learned parameters are unchanged J5.","All four downloaded JSON hashes and all four supplied decoded-source hashes verified. Supplied IA port and replica used; only parameter transport and anchor literal replacement adapted.","An initial extra stress generator using lognormal(-2,1.5) trades capped at 15% of reserves reached a Solidity division-by-zero revert after 35 completed sequences. This is disclosed separately from the smaller-trade completed parity gate and from real-engine validity. No source change was made to mask this stress failure.","The full 50x2000 smaller-trade parity pass initially failed only while serializing a numpy bool; it was repeated successfully against the unchanged frozen code.","Gate A and C use the same completed differential run because the starting and frozen policies are byte-identical. Both thresholds checked explicitly.","No real seeds used to select or modify the frozen candidate. No top-10 claim or leaderboard submission made."]}