{"item": "q19-k06-s03-h45-p16", "blocked": null, "summary": "Nothing beat START. 236 CMA-ES generations (62.7 min, M=512) never produced an ES mean that scored above START on the monitor block (best -0.009, se 0.0095), so the best point kept is START itself (z=0). The frozen Solidity is byte-identical to START. Next leg: start from the same params; es_mean_final is the final search mean in z coordinates (it did not beat START).", "gates": {"A": {"passed": true, "threshold_bps": 0.01, "source": "callback sequences recorded from replica markets running START port (first 2000 afterSwap callbacks of pool 0 per market), replayed in EVM (EVMStrategyAdapter.after_swap_wad on START Solidity) and in START port with WAD-normalized inputs", "seed_start": 9200000, "sequences": 50, "swap_callbacks": 100000, "max_abs_fee_difference_bps": 6.245844224846489e-05, "seconds": 25.027668714523315, "seed_end": 9200049, "synthetic_stress": "not run"}, "B": {"passed": true, "seeds": [8102400, 8102911], "start_vs_IB": {"n": 512, "mean_diff": 0.8459777225313647, "se": 0.03305776555613263, "worst5": [-1.2444125517276916, -1.0592449107574566, -0.8606624458725491, -0.8220522077347141, -0.7584554767216787]}, "reference_real": 0.792, "error": 0.05397772253136468, "retail_edge_delta": 0.2750056562068265, "arb_edge_delta": 0.5709720663245397}, "C": {"passed": true, "threshold_bps": 0.1, "seed_start": 9200100, "sequences": 50, "swap_callbacks": 100000, "max_abs_fee_difference_bps": 6.671077789352844e-05, "seconds": 28.813218355178833, "seed_end": 9200149, "note": "frozen.sol == START code byte for byte"}}, "speed": {"markets_per_s": 467.5945381765882, "n": 512, "procs": 6, "warm_pool": false, "note": "warm numba JIT; 6 CPUs on this machine; 512-market block from 8102400 including pool startup"}, "search": {"generations": 236, "minutes": 62.72158288955688, "M": 512, "curve": [[5.2250005801518755, -0.02778884153660202, 0.008632341741292607, 0.24126574029346137, 21], [10.263254368305207, -0.02627332942199581, 0.009503117412710196, 0.23338679321234257, 40], [15.333966581026713, -0.03272754309325146, 0.008869501191685369, 0.23594104712500605, 59], [20.589505024751027, -0.03274005014135847, 0.010243543428423386, 0.21875002929276532, 79], [25.639908361434934, -0.025770462435623837, 0.008941506767967584, 0.202430185405434, 98], [30.83888241847356, -0.02588268335635438, 0.00907211727182792, 0.1869978203128159, 117], [35.954419573148094, -0.02188039918609616, 0.009219671851583377, 0.17284151972551837, 136], [41.10692620277405, -0.026104311621847648, 0.00990264756750701, 0.1598719731887631, 155], [46.339374856154116, -0.013692757485976675, 0.009057148316463091, 0.14749045767336535, 175], [51.446267056465146, -0.01934670567969668, 0.009400758241866909, 0.13639169815139396, 194], [56.525545533498125, -0.018203149850265332, 0.009312294932573987, 0.12595033786485507, 213], [61.55121223131815, -0.008969492255436806, 0.009534978996513128, 0.11671190323210862, 232], [62.651867036024726, -0.010192025402211702, 0.00969148485770955, 0.11480461327417817, 236]], "curve_columns": ["minutes", "ES_mean_gain_over_START", "se", "sigma", "generation"], "es_seed": 20261619, "population": 16, "sigma0": 0.3, "sigma_cap": "0.3*0.5**(minutes/45) applied before each ask", "dimension": 219, "parametrization": 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RsW/IiU1c8WG7Y/CvCPCNR9cOFonDmAkw8HamAzrtX95Vt7qT9j7VQGPq6UBR86MiFooGaeDYFe7qAU54j46bTroWCZV05cOuQXs3gGptkQ8jm9ATVT60y7uzVX2TYO0GtpPTJr5Djix/lJzHlZe7N55gnE7B5vluC3M6ka/1Sn6LWaU/IXX4wVXjyLUKr2cnJfptuTWv93yxWGvVaJ0vMBPEniSrvbJi4MSBoly0sJtSxW6M9tyqQ7EaXK6FYOnVuwrQD+YU25P96g1EvyU8Dq5vFrMl1r6CLObXqr67nC6W5WAslw+6W7fb+900zY+hLOQqRHc/t4lyu5/+D9roIfv/wgkX2c+ePXFBlC+UKwciqQAV1Eas18waElWRY7YOsTX2L9DisEE10GDTPOxiaxG/FR/r4usYhqZsaz9Zt58aU18Qnd/clTh0c/gHGGeF5jBL5cA7uLtvn5SEDolrTkaN0QzYJkPeoY9DUqtVkbfvJE9pMzIg5RTr0wBjA1Dmx08DTAxAlTP6j4DpdeQ7K2dxpCy7VsLyaL4iaeKTxgPFQIgR/lC+zO983i/xs9+UOvGYg2wjAmjG9IQCy3MrNEP+4GwmM3lvr/E+RVvyD515KomMqMTvwBu2itwaa6q7sZ6K8mTbdZ1YKouTeaMMCMmaub0dCb+fuTGYSr8x/uojDIR98P0naqVYEnau5UrUT1jSRb7J2n0MM83GuanaDWYajbE/0V2ZtSrLDYvuypmp+q3tq0/bivH0rRc+FBp2BV9BLpm37z1iVkI48mHHY3EaJnFGUtx/gQh2vcGQkYzm0TauywdoNMrxoKsJLU4H023clw87HqUhI2lOiIkADzUn6TaByAeEzwhQH7XgM0YSf8vcnXzY8WICvEosYBplhGwTsHyAxtM4woPNkQFP0tTV89vFSh8/8ubVcXg4r45IDr93d13ZsXBnA2hqXn0YxcqViPfjuM/4LLCjYRtu2AvYTWGlGnt340A9FXzXy11ZTKAFVyouuzduTEbkAv7u3XiHuNdQTMDCcMXCznbvim2AOtWYj4/QvYRgP4P5eCSRvD79jR8mgy/yEb4r9zYf+/6WQeG8MDAWT8NY+E/ZpGYcL1TzKsbhQjm10mwIOpZjX7Hg6v3ZPzNsnEY0JpDkATJEzVOLQ/Nwor1/1jhtqI9jmccMjYVK43RhZ3FSHQxr1vubg2CdJVcjOVTHAVWKXpi+Fldx7cOAQhO7K6FffLHHn+/qw2kzff5PzWYpjS6sA4A9yeiYDxYJy3IV87xCnJbPGXMvCwrs3+zSb4gnD+E/ho5iQFjEohjcCCa6OD00yGIG3oyXEFEyTEgeJyEvoqKIpixmNONFkayFXjRJCC+LRRlL8G4IXpLIWgTRJ6KMSWRxSMOU8qJUNRlnKYlzXpYpUFzYygVpuSzL8F4BQQcJVb2IMiboILILMWOUDwR4liHpDVmYJ6IJojoRRzEgFGWyE8OIERKJ7hPdjSiJclWRKYwZS2kqymRHSAKckjSDv/Yhj3Kv4Q6+HYGL/AY+WY10Bt8al/vN7W3HfCsGwQPaCTTxzUetwKKEYjwSRR35DzE8oEBRAUAYIDhTAdKY5nlkKgBIBw/62woA7KOxpQB4PjwLTfkPoyjLJUcSzeEoJakp/xjvxmCW+COWQUZgSp8kMYmJJXsIkSxuiT5L8pilluwJjeM8tWVP0iROI1v0jMRpakk+y1imWpDk0yjJWGSJnYQRDaktdRJFYfbXSn1ISZ6CZVpyx47leb/k4wiyFGAGSh5SpjxPTMlDxoQ3dli2TyKWxFFmyp7hohgxRZ9lkeJ6rFQmhpyE2qafJGmYW6afxyDpyBQ9GBZNCLUMHy+uCENT9nFGszixZA8+KlfCUsRHYH0psURPU9Cs2JI82kqYWZIn4I9IyGybpzG/e8a2+RjSL9Ws0l4aRXGiPNBfZfQEaE7ilvShbyzJe+0+pFGYUy59IDDKqSl9cM0hhJfcFD82QlJL+sME3att+Rk4DGLJH2IGzaR/kPwjMU0t4Q8JBVEQU/pZCrKOLLunUiFzhQVyY9qyepaBc0hasmeoI5bsIwg0ObNkD/5Z+Szt7wnBi3eIJXwCITMniS37hCQQkG3ZowuUsfIvs/w4i3K+Y70RPehgSnLSK3ngYpRmIuSD/CLpwyQHweOHMnLrgAmDp9hy+cOYtMROMoweuSV3QilTflQbfoiBO7dkz1JwRLHt9FPoGDOFH8MgTuLSTh+ssOX0KQQj8Cy2+HMYFCUtpw/qHWWpbfspXvdhyz/Nwcoz2+1DypLHcUv8Teohu5CEeRolf7Hbz8HHKw8vpY/jXy4sp/Ap3pdFhNkTSIOYFEVjPnEUKrKlpYA+hLklfQgcmdA6rQCgRTjKNuUPPiRRCaXkHYTpPGPUlD5O88WpJXwgisq0U7l9SF9lhqWEn4RU5VwqZEGmo+1NEp8wvGStJXt+TZkte0LwSjZL9hGB8E5aqV6a4p1qtuwhJ0xYaJs+AYsh9C+2fQbpk7Jz5fYpBG3K/a9T/iD8JBXiH+Y5CxPL9kGtQ8asmA8uXyZf2ueD00itdB8vWIHM0ZR9msUqU9C8Izg3waxsP4pQ4eyYn2Y0TexkH52rtGDl+iMSg++yoz6FJE1i0wlfBIl4ErcUADVfJhE65QOtoAlppfuQZjKdD8iO5CxPMzvtG4JDVaxUKkCjLArZX6wBQBtegWWpQA6Rn/silwLEEGVzMdyD1ASAZUau/WcK+KgV9yFSMpCKqQNRgpuhWkM+GFZJo1XcQ/2SNqqVAEZjTCqGUgK8mE46E8k7SE1VDql0IE9xoGqqAI0pevt20s9AFPaAj4+7QnvEBylCzOzwD/FbJ2qyB5A9U+UM9ZgFrwtseQDCUqYzglQnK5TInv5V8odUO01ZK+9DD+uy/7G3r2+iwNrGW2sPWfuSI2uvu7kdurni6r6Ybsrm9XPvjIfjoiNcJfmMO/H4ziU558IR2vt5eBHuAJiJEwii4oyfQhDrRrzGkFP22XXBUTmt9YkSrDUUZJt1JVZR9UhgP+F/hqJMb2+QXFrXq81N7dkH7hzXOM02zW6le2Nf/Xh9aN3VYd3sdMlv1XBsfrJ2Ph0al4Mctu4Vkt/Gm6/2pUqqD7ag+w4QPj6T1b7JynmlFUrxy95sI7e1i0f4s7a6KWrdA/eJuV0Ji6yrVLqMmS6UdL/sSe6Jzcdf9oBnDo24q9Qepg4A8NVv08Q57Fpvhy6IVS6CS9Aa12jrYWx5vc6xBs5OsgP10p0Ixv7v2veZ7QwkjqFrfYCzOgAw//h6XIDpqvdgugjuqq37baHW7rF1ddqWfaaz9+Jk8zGXaJfL98b3+0PzEO2p3me+eJgPl3oXEF7MUzSX8PCj0GgqeE8KauqeSzAW611HSwaS0EBRxJcPGtYgeQEoUeBZ3PluH5ruUQPem2mBF7gs+W0V0AWxdXfPezuffvXAkVT6KPhiU4tOzs1utREubvlh7gX8AqzAncB7qOo7r/yynFY3VW3Cmide95y73m75MgKYAl//4yYB3oxrene31G1rd0e/Gouz0wbmZr1QWLawKEAoVheHUbjjPOTdPuhtQkuYBtW2cyfrarLhFFm7EwWdAddRP+C/t+xFWFR8F7R1mqC5DkC0EKiHLYg+Nw7mHm1vl2N2HW2Raw1y9zdXSEnyZz+QDLkPsP/wvn23vMKlDT7cuk+8bLPqyx4oVuBkVHMIsi6m/xAmDXyhLk+h6n7T50GwF2UAiiDAnTFanKJvzgxxSOg2dn33237mB7EDbjGZrJXzlzgCDtk+bhVcV+t/reqBoGAHcw6/4+gxQnL1b++ZNZvB5yBGDJDaOVA09yx1oLIulA7OuPdR0gi83bG3DegTSdWkvlNsvauG4LR6BDWp8JbTm1J656Pp4mS6GOLjAdeP0V11gn+Hd9WBi55vz8E/agHiL4VRKsjaFVhnxVr3WEAiwQH/vUt3ACaw5Mor8qYC/rsjE46QX/61zy9ukA3I96auYjUi56zGig4Cl6vF2KqHVOCDo+7n09XYNONe5Z2JiqYJC1NCDK764rCvOoAkoxNiCZA+1773sn4oy3nbYDmIhO81WX3rndplBU20HAuSqTeGYwmvo6Kl5WNkpQaTqi6dlaQ0kH/b8tTEOC7PMwjtvTlPuTie7CsAk2vt1HZsjV6KQHNUPz30JLeuMYtsfjw6LnBfttDf8bAIHnDHTDEUNwMMgb995BTmWGqjibgPmmQ2aNLUR0gLHCTifTGL27q5Xm5afS6n1d1iMfGK+0UFdgKWjP9sQjXfVHVVQjZSe/8SR2WwjfliUjquKVlPjsUAaqNcqXBSXY3DlX85cChujKPytzC+UNg+wbj301F6+Km77USb6vGnowi4DC2OBtHwkw/u4wQclno+IMjz2WZ38GkYYUHPpXTHn46Po5OUHgzggf75J/yOT+KEvxL+mpyQELD1nBpQfu94KZ3o8mCwRPe5bPtOy38eryej8MT2nOD/DnruVmukdGx5yHhH+MjgW5u+ByGPB5RC0IB3bj69+T38sHv8cIhPBJ/EbXTLvu4e23fEBejsO0kTIqMNMhF/g4m/NeGYSdSckEBQ5gpdNgWzLgVaJ/ldbQ1W6sAqTAawiMojTeqJKBjqggPS2VLamRJx7+U2Uu1mMmSNn/7dCRHMv4+Om9vQ9XzHrXnMSZY1d6bv6gPBeBOGKg4kDT19kYlWc73xTb1YNfTDaOMx6jHp3kxr20NiSftCkYc7SIu8AaB0DdCw4/jpb5667U5jUYk3vAWSwpYmikJ9JFp2wlmVNz+yLgvsmfmyLxrWR7llQWCkrVDvVZtx8gLff0P0TUSYGimwhb17sTG/mVKSZJwAlMqB2zWlWuhK/ChggK1YF8s1WYa4dkGlAXhXpe4yB+oEQg5hX84qytrzZRCWXk0XIKg1hBrkxmJRH3jjqh5CgP4ISe26xEu1IOdcl/eQ6bwpH2qQBO7RApYV06meWNpryUoEI9WHL4/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", "port_sha256": "849ad35ab56f14adbde9427055d2caa586e41ef12387508c4d9ed41a6d1d37ee", "port_notes": "START's port unchanged; use start_port.frozen_policy(params) -> W, strat_init(S,W,x0,y0), strat_after(S,W,...)", "holdout": {"seeds": [41090000, 41098191], "frozen_vs_start": {"n": 8192, "mean_diff": 0.0, "se": 0.0, "worst5": [0.0, 0.0, 0.0, 0.0, 0.0], "retail_edge_delta": 0.0, "arb_edge_delta": 0.0, "retail_volume_delta": 0.0}, "frozen_vs_IB": {"n": 8192, "mean_diff": 0.8452782338247279, "se": 0.009389030336364602, "worst5": [-5.4257370184153615, -5.24679697325729, -3.321900014203038, -2.6060510045457477, -2.2187901608413085], "retail_edge_delta": 0.25096003667268746, "arb_edge_delta": 0.5943181971520415, "retail_volume_delta": 468.9819259386446}, "start_vs_IB": {"n": 8192, "mean_diff": 0.8452782338247279, "se": 0.009389030336364602, "worst5": [-5.4257370184153615, -5.24679697325729, -3.321900014203038, -2.6060510045457477, -2.2187901608413085], "retail_edge_delta": 0.25096003667268746, "arb_edge_delta": 0.5943181971520415, "retail_volume_delta": 468.9819259386446}, "means": {"frozen": 529.2847940078632, "START": 529.2847940078632, "IB": 528.4395157740385}, "seconds": 51.00496244430542}, "real": {"seeds": [8196608, 8197119], "engine": "amm_sim_rs.run_batch(X, VanillaStrategy, configs, 8), each strategy alone, configs per MatchRunner._build_configs with seed i, 64-seed run_batch calls", "frozen_vs_IB": {"n": 512, "mean_diff": 0.8209764533642046, "se": 0.041871189500434884, "sum": 420.33994412247273, "sumsq": 803.7815058847368, "worst5": [{"seed": 8196947, "diff": -1.4152002473429093}, {"seed": 8196640, "diff": -1.092042944492846}, {"seed": 8197088, "diff": -1.0866594901013968}, {"seed": 8196843, "diff": -1.0069376089240905}, {"seed": 8196970, "diff": -0.9815755751226334}], "retail_volume_delta": 461.64934915160165, "arb_volume_delta": 208.29454609049932, "pnl_delta": 0.7904907118837912, "quartile_basis": "IB retail volume (submission), sorted equal-sized seed groups", "by_quartile": [{"quartile": 1, "n": 128, "mean_diff": 0.7499426087424661, "se": 0.05243870538781638, "sum": 95.99265391903566, "sumsq": 116.69001982678161}, {"quartile": 2, "n": 128, "mean_diff": 0.8560111870412386, "se": 0.10257327274349708, "sum": 109.56943194127854, "sumsq": 264.8265267284934}, {"quartile": 3, "n": 128, "mean_diff": 0.7227690409684393, "se": 0.06512985718139572, "sum": 92.51443724396023, "sumsq": 135.8228697899521}, {"quartile": 4, "n": 128, "mean_diff": 0.9551829767046742, "se": 0.10215991422826336, "sum": 122.2634210181983, "sumsq": 286.44208953950977}]}, "start_vs_IB": {"n": 512, "mean_diff": 0.8209764533642046, "se": 0.041871189500434884, "sum": 420.33994412247273, "sumsq": 803.7815058847368, "worst5": [{"seed": 8196947, "diff": -1.4152002473429093}, {"seed": 8196640, "diff": -1.092042944492846}, {"seed": 8197088, "diff": -1.0866594901013968}, {"seed": 8196843, "diff": -1.0069376089240905}, {"seed": 8196970, "diff": -0.9815755751226334}], "retail_volume_delta": 461.64934915160165, "arb_volume_delta": 208.29454609049932, "pnl_delta": 0.7904907118837912, "quartile_basis": "IB retail volume (submission), sorted equal-sized seed groups", "by_quartile": [{"quartile": 1, "n": 128, "mean_diff": 0.7499426087424661, "se": 0.05243870538781638, "sum": 95.99265391903566, "sumsq": 116.69001982678161}, {"quartile": 2, "n": 128, "mean_diff": 0.8560111870412386, "se": 0.10257327274349708, "sum": 109.56943194127854, "sumsq": 264.8265267284934}, {"quartile": 3, "n": 128, "mean_diff": 0.7227690409684393, "se": 0.06512985718139572, "sum": 92.51443724396023, "sumsq": 135.8228697899521}, {"quartile": 4, "n": 128, "mean_diff": 0.9551829767046742, "se": 0.10215991422826336, "sum": 122.2634210181983, "sumsq": 286.44208953950977}], "note": "identical to frozen_vs_IB: frozen == START bytecode"}, "frozen_vs_start": {"n": 512, "mean_diff": 0.0, "se": 0.0, "sum": 0.0, "sumsq": 0.0, "worst5": [], "note": "frozen.sol is byte-identical to START code (sha256 ef01fb90...), so on the deterministic engine frozen-START is exactly 0 per seed; START was not re-run separately"}, "means": {"frozen": 528.1366310582982, "IB": 527.315654604934}, "retail_arb_note": "engine result exposes edges, pnl, retail_volume_y and arb_volume_y; retail/arb edge split is not exposed, so volume deltas are reported"}, "gas": {"afterSwap_peak": {"frozen": 237513, "IB": 236947}, "oog": {"frozen": 0, "IB": 0}, "other_failures": {"frozen": 0, "IB": 0}, "gas_stats": {"frozen": [{"role": "Baseline", "callback": "afterInitialize", "calls": 512, "ok": 512, "max_ok_gas": 21796, "sum_ok_gas": 11159552, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Baseline", "callback": "afterSwap", "calls": 5484660, "ok": 5484660, "max_ok_gas": 22592, "sum_ok_gas": 123748911720, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Baseline", "callback": "getName", "calls": 512, "ok": 512, "max_ok_gas": 21526, "sum_ok_gas": 11021312, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Submission", "callback": "afterInitialize", "calls": 512, "ok": 512, "max_ok_gas": 243234, "sum_ok_gas": 124535808, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Submission", "callback": "afterSwap", "calls": 5572653, "ok": 5572653, "max_ok_gas": 237513, "sum_ok_gas": 755646227561, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Submission", "callback": "getName", "calls": 512, "ok": 512, "max_ok_gas": 21742, "sum_ok_gas": 11131904, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}], "IB": [{"role": "Baseline", "callback": "afterInitialize", "calls": 512, "ok": 512, "max_ok_gas": 21796, "sum_ok_gas": 11159552, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Baseline", "callback": "afterSwap", "calls": 5488279, "ok": 5488279, "max_ok_gas": 22592, "sum_ok_gas": 123830769356, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Baseline", "callback": "getName", "calls": 512, "ok": 512, "max_ok_gas": 21526, "sum_ok_gas": 11021312, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Submission", "callback": "afterInitialize", "calls": 512, "ok": 512, "max_ok_gas": 243227, "sum_ok_gas": 124532224, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Submission", "callback": "afterSwap", "calls": 5511404, "ok": 5511404, "max_ok_gas": 236947, "sum_ok_gas": 745323586421, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}, {"role": "Submission", "callback": "getName", "calls": 512, "ok": 512, "max_ok_gas": 21735, "sum_ok_gas": 11128320, "oog": 0, "revert": 0, "other_halt": 0, "tx_error": 0, "bad_return": 0}]}}, "valid": true, "notes": ["All input artifact JSON sha256 equal their URL ids; IB code sha256 301941829a44... verified; START code ef01fb90..., port 849ad35a...; setup wheel sha256 verified by setup.sh; checkout 6b6921f8.", "Replica = KIT-B sim.py with its strategy import pointed at START port (or IB port with IB head weights in TH[HEAD0:]); a recording hook only stores callbacks when S is longer than 40 entries.", "Holdout frozen_vs_start is exactly 0 because frozen == START.", "Real START arm not run separately for the same reason; IB and frozen run once each on 8196608..8197119."]}